Task 5378752
| Name | ParityMachine-1622597769-25837-2_1 |
| Workunit | 3242049 |
| Created | 19 Jun 2021, 22:54:29 UTC |
| Sent | 19 Jun 2021, 22:54:59 UTC |
| Report deadline | 26 Jun 2021, 22:54:59 UTC |
| Received | 20 Jun 2021, 14:39:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 1 hours 3 min 7 sec |
| CPU time | 1 hours 3 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :23:34 main:581] : INFO : Epoch 1538 | loss: 0.0311072 | val_loss: 0.031155 | Time: 1901.11 ms [2021-06-20 09:23:36 main:581] : INFO : Epoch 1539 | loss: 0.0311093 | val_loss: 0.0311441 | Time: 1843.04 ms [2021-06-20 09:23:38 main:581] : INFO : Epoch 1540 | loss: 0.0311092 | val_loss: 0.0311485 | Time: 1772.48 ms [2021-06-20 09:23:40 main:581] : INFO : Epoch 1541 | loss: 0.031107 | val_loss: 0.0311498 | Time: 1894.03 ms [2021-06-20 09:23:41 main:581] : INFO : Epoch 1542 | loss: 0.0311097 | val_loss: 0.031147 | Time: 1844.91 ms [2021-06-20 09:23:43 main:581] : INFO : Epoch 1543 | loss: 0.0311085 | val_loss: 0.0311501 | Time: 1867.91 ms [2021-06-20 09:23:45 main:581] : INFO : Epoch 1544 | loss: 0.0311045 | val_loss: 0.0311467 | Time: 1881.31 ms [2021-06-20 09:23:47 main:581] : INFO : Epoch 1545 | loss: 0.0311051 | val_loss: 0.0311469 | Time: 1885.39 ms [2021-06-20 09:23:49 main:581] : INFO : Epoch 1546 | loss: 0.0311065 | val_loss: 0.031149 | Time: 1831.43 ms [2021-06-20 09:23:51 main:581] : INFO : Epoch 1547 | loss: 0.0311041 | val_loss: 0.0311425 | Time: 1853.14 ms [2021-06-20 09:23:53 main:581] : INFO : Epoch 1548 | loss: 0.0311022 | val_loss: 0.0311473 | Time: 1893.01 ms [2021-06-20 09:23:54 main:581] : INFO : Epoch 1549 | loss: 0.0311058 | val_loss: 0.0311487 | Time: 1804.74 ms [2021-06-20 09:23:56 main:581] : INFO : Epoch 1550 | loss: 0.0311081 | val_loss: 0.0311448 | Time: 1847.49 ms [2021-06-20 09:23:58 main:581] : INFO : Epoch 1551 | loss: 0.0311058 | val_loss: 0.031142 | Time: 1866.56 ms [2021-06-20 09:24:00 main:581] : INFO : Epoch 1552 | loss: 0.0311103 | val_loss: 0.0311455 | Time: 1830.4 ms [2021-06-20 09:24:02 main:581] : INFO : Epoch 1553 | loss: 0.031111 | val_loss: 0.0311498 | Time: 1866.78 ms [2021-06-20 09:24:04 main:581] : INFO : Epoch 1554 | loss: 0.0311111 | val_loss: 0.0311471 | Time: 1880.52 ms [2021-06-20 09:24:06 main:581] : INFO : Epoch 1555 | loss: 0.0311127 | val_loss: 0.0311456 | Time: 1798.82 ms [2021-06-20 09:24:07 main:581] : INFO : Epoch 1556 | loss: 0.0311108 | val_loss: 0.0311505 | Time: 1777.27 ms [2021-06-20 09:24:09 main:581] : INFO : Epoch 1557 | loss: 0.0311181 | val_loss: 0.0311521 | Time: 1746.52 ms [2021-06-20 09:24:11 main:581] : INFO : Epoch 1558 | loss: 0.0311169 | val_loss: 0.0311484 | Time: 1694.13 ms [2021-06-20 09:24:13 main:581] : INFO : Epoch 1559 | loss: 0.0311118 | val_loss: 0.0311476 | Time: 1894.45 ms [2021-06-20 09:24:15 main:581] : INFO : Epoch 1560 | loss: 0.0311114 | val_loss: 0.0311433 | Time: 1843.49 ms [2021-06-20 09:24:16 main:581] : INFO : Epoch 1561 | loss: 0.0311075 | val_loss: 0.0311471 | Time: 1850.52 ms [2021-06-20 09:24:18 main:581] : INFO : Epoch 1562 | loss: 0.031103 | val_loss: 0.0311488 | Time: 1854.32 ms [2021-06-20 09:24:20 main:581] : INFO : Epoch 1563 | loss: 0.0311043 | val_loss: 0.0311448 | Time: 1868.77 ms [2021-06-20 09:24:22 main:581] : INFO : Epoch 1564 | loss: 0.031105 | val_loss: 0.0311437 | Time: 1836.8 ms [2021-06-20 09:24:24 main:581] : INFO : Epoch 1565 | loss: 0.0311034 | val_loss: 0.0311453 | Time: 1765.23 ms [2021-06-20 09:24:26 main:581] : INFO : Epoch 1566 | loss: 0.0311011 | val_loss: 0.0311464 | Time: 1876.22 ms [2021-06-20 09:24:27 main:581] : INFO : Epoch 1567 | loss: 0.0310997 | val_loss: 0.0311466 | Time: 1870.8 ms [2021-06-20 09:24:29 main:581] : INFO : Epoch 1568 | loss: 0.0310991 | val_loss: 0.0311469 | Time: 1859.68 ms [2021-06-20 09:24:31 main:581] : INFO : Epoch 1569 | loss: 0.0310982 | val_loss: 0.0311437 | Time: 1892.6 ms [2021-06-20 09:24:33 main:581] : INFO : Epoch 1570 | loss: 0.0310988 | val_loss: 0.0311483 | Time: 1834.28 ms [2021-06-20 09:24:35 main:581] : INFO : Epoch 1571 | loss: 0.0310998 | val_loss: 0.03115 | Time: 1878.98 ms [2021-06-20 09:24:37 main:581] : INFO : Epoch 1572 | loss: 0.0311035 | val_loss: 0.031159 | Time: 1796.04 ms [2021-06-20 09:24:39 main:581] : INFO : Epoch 1573 | loss: 0.0311044 | val_loss: 0.0311463 | Time: 1837.53 ms [2021-06-20 09:24:40 main:581] : INFO : Epoch 1574 | loss: 0.0310993 | val_loss: 0.0311463 | Time: 1870.41 ms [2021-06-20 09:24:42 main:581] : INFO : Epoch 1575 | loss: 0.0310999 | val_loss: 0.0311461 | Time: 1868.88 ms [2021-06-20 09:24:44 main:581] : INFO : Epoch 1576 | loss: 0.0311003 | val_loss: 0.0311497 | Time: 1894.08 ms [2021-06-20 09:24:46 main:581] : INFO : Epoch 1577 | loss: 0.0310986 | val_loss: 0.031147 | Time: 1861.82 ms [2021-06-20 09:24:48 main:581] : INFO : Epoch 1578 | loss: 0.0311035 | val_loss: 0.0311481 | Time: 1817.67 ms [2021-06-20 09:24:50 main:581] : INFO : Epoch 1579 | loss: 0.0311011 | val_loss: 0.0311478 | Time: 1789.39 ms [2021-06-20 09:24:51 main:581] : INFO : Epoch 1580 | loss: 0.0310987 | val_loss: 0.0311426 | Time: 1847.47 ms [2021-06-20 09:24:53 main:581] : INFO : Epoch 1581 | loss: 0.0310973 | val_loss: 0.0311445 | Time: 1872.11 ms [2021-06-20 09:24:55 main:581] : INFO : Epoch 1582 | loss: 0.0310956 | val_loss: 0.031144 | Time: 1867.35 ms [2021-06-20 09:24:57 main:581] : INFO : Epoch 1583 | loss: 0.0310987 | val_loss: 0.0311458 | Time: 1868.44 ms [2021-06-20 09:24:59 main:581] : INFO : Epoch 1584 | loss: 0.0311096 | val_loss: 0.0311465 | Time: 1830.87 ms [2021-06-20 09:25:01 main:581] : INFO : Epoch 1585 | loss: 0.0311046 | val_loss: 0.031147 | Time: 1885.34 ms [2021-06-20 09:25:03 main:581] : INFO : Epoch 1586 | loss: 0.031101 | val_loss: 0.0311432 | Time: 1747.78 ms [2021-06-20 09:25:04 main:581] : INFO : Epoch 1587 | loss: 0.0311008 | val_loss: 0.0311458 | Time: 1856.6 ms [2021-06-20 09:25:06 main:581] : INFO : Epoch 1588 | loss: 0.0310999 | val_loss: 0.0311461 | Time: 1887.92 ms [2021-06-20 09:25:08 main:581] : INFO : Epoch 1589 | loss: 0.031097 | val_loss: 0.0311455 | Time: 1863.17 ms [2021-06-20 09:25:10 main:581] : INFO : Epoch 1590 | loss: 0.0310955 | val_loss: 0.0311415 | Time: 1716.79 ms [2021-06-20 09:25:12 main:581] : INFO : Epoch 1591 | loss: 0.0310974 | val_loss: 0.0311415 | Time: 1864.36 ms [2021-06-20 09:25:14 main:581] : INFO : Epoch 1592 | loss: 0.0310999 | val_loss: 0.0311398 | Time: 1850.98 ms [2021-06-20 09:25:15 main:581] : INFO : Epoch 1593 | loss: 0.0311012 | val_loss: 0.0311464 | Time: 1865.45 ms [2021-06-20 09:25:17 main:581] : INFO : Epoch 1594 | loss: 0.0310973 | val_loss: 0.0311503 | Time: 1829.86 ms [2021-06-20 09:25:19 main:581] : INFO : Epoch 1595 | loss: 0.0310985 | val_loss: 0.0311424 | Time: 1824.94 ms [2021-06-20 09:25:21 main:581] : INFO : Epoch 1596 | loss: 0.0310975 | val_loss: 0.0311455 | Time: 1913.29 ms [2021-06-20 09:25:23 main:581] : INFO : Epoch 1597 | loss: 0.0310992 | val_loss: 0.0311455 | Time: 1856.16 ms [2021-06-20 09:25:25 main:581] : INFO : Epoch 1598 | loss: 0.0311062 | val_loss: 0.0311487 | Time: 1867.14 ms [2021-06-20 09:25:27 main:581] : INFO : Epoch 1599 | loss: 0.0311046 | val_loss: 0.0311504 | Time: 1846.33 ms [2021-06-20 09:25:28 main:581] : INFO : Epoch 1600 | loss: 0.0311064 | val_loss: 0.031145 | Time: 1842.73 ms [2021-06-20 09:25:30 main:581] : INFO : Epoch 1601 | loss: 0.0311012 | val_loss: 0.0311486 | Time: 1845.48 ms [2021-06-20 09:25:32 main:581] : INFO : Epoch 1602 | loss: 0.0311037 | val_loss: 0.0311443 | Time: 1878.57 ms [2021-06-20 09:25:34 main:581] : INFO : Epoch 1603 | loss: 0.0310994 | val_loss: 0.0311489 | Time: 1813.97 ms [2021-06-20 09:25:36 main:581] : INFO : Epoch 1604 | loss: 0.0310973 | val_loss: 0.0311467 | Time: 1665.34 ms [2021-06-20 09:25:37 main:581] : INFO : Epoch 1605 | loss: 0.0310975 | val_loss: 0.0311488 | Time: 1783.34 ms [2021-06-20 09:25:39 main:581] : INFO : Epoch 1606 | loss: 0.0311033 | val_loss: 0.031148 | Time: 1745.83 ms [2021-06-20 09:25:41 main:581] : INFO : Epoch 1607 | loss: 0.0311009 | val_loss: 0.0311468 | Time: 1816.6 ms [2021-06-20 09:25:43 main:581] : INFO : Epoch 1608 | loss: 0.0311001 | val_loss: 0.0311486 | Time: 1871.73 ms [2021-06-20 09:25:45 main:581] : INFO : Epoch 1609 | loss: 0.0310966 | val_loss: 0.0311461 | Time: 1851.17 ms [2021-06-20 09:25:47 main:581] : INFO : Epoch 1610 | loss: 0.0310996 | val_loss: 0.0311482 | Time: 1854.59 ms [2021-06-20 09:25:48 main:581] : INFO : Epoch 1611 | loss: 0.0311032 | val_loss: 0.0311491 | Time: 1771.91 ms [2021-06-20 09:25:50 main:581] : INFO : Epoch 1612 | loss: 0.0310977 | val_loss: 0.0311422 | Time: 1816.27 ms [2021-06-20 09:25:52 main:581] : INFO : Epoch 1613 | loss: 0.0310961 | val_loss: 0.0311412 | Time: 1835.06 ms [2021-06-20 09:25:54 main:581] : INFO : Epoch 1614 | loss: 0.0311023 | val_loss: 0.0311496 | Time: 1843.29 ms [2021-06-20 09:25:56 main:581] : INFO : Epoch 1615 | loss: 0.0311113 | val_loss: 0.031141 | Time: 1810 ms [2021-06-20 09:25:57 main:581] : INFO : Epoch 1616 | loss: 0.0311052 | val_loss: 0.0311396 | Time: 1799.49 ms [2021-06-20 09:25:59 main:581] : INFO : Epoch 1617 | loss: 0.0311028 | val_loss: 0.0311469 | Time: 1863.83 ms [2021-06-20 09:26:01 main:581] : INFO : Epoch 1618 | loss: 0.0311013 | val_loss: 0.0311417 | Time: 1858.18 ms [2021-06-20 09:26:03 main:581] : INFO : Epoch 1619 | loss: 0.0310983 | val_loss: 0.0311426 | Time: 1747.65 ms [2021-06-20 09:26:05 main:581] : INFO : Epoch 1620 | loss: 0.0310992 | val_loss: 0.0311482 | Time: 1883.61 ms [2021-06-20 09:26:07 main:581] : INFO : Epoch 1621 | loss: 0.0310999 | val_loss: 0.0311444 | Time: 1705.84 ms [2021-06-20 09:26:08 main:581] : INFO : Epoch 1622 | loss: 0.0310968 | val_loss: 0.0311454 | Time: 1718.19 ms [2021-06-20 09:26:10 main:581] : INFO : Epoch 1623 | loss: 0.0310947 | val_loss: 0.0311465 | Time: 1792.35 ms [2021-06-20 09:26:12 main:581] : INFO : Epoch 1624 | loss: 0.0310949 | val_loss: 0.0311448 | Time: 1887.47 ms [2021-06-20 09:26:14 main:581] : INFO : Epoch 1625 | loss: 0.0310954 | val_loss: 0.0311432 | Time: 1842.42 ms [2021-06-20 09:26:16 main:581] : INFO : Epoch 1626 | loss: 0.0310932 | val_loss: 0.0311436 | Time: 1779.66 ms [2021-06-20 09:26:17 main:581] : INFO : Epoch 1627 | loss: 0.0310926 | val_loss: 0.0311441 | Time: 1764.63 ms [2021-06-20 09:26:19 main:581] : INFO : Epoch 1628 | loss: 0.0310926 | val_loss: 0.0311429 | Time: 1847.5 ms [2021-06-20 09:26:21 main:581] : INFO : Epoch 1629 | loss: 0.0310957 | val_loss: 0.0311488 | Time: 1831.62 ms [2021-06-20 09:26:23 main:581] : INFO : Epoch 1630 | loss: 0.0310948 | val_loss: 0.0311431 | Time: 1857.72 ms [2021-06-20 09:26:25 main:581] : INFO : Epoch 1631 | loss: 0.0310934 | val_loss: 0.0311423 | Time: 1764.41 ms [2021-06-20 09:26:26 main:581] : INFO : Epoch 1632 | loss: 0.0310959 | val_loss: 0.031142 | Time: 1858.22 ms [2021-06-20 09:26:28 main:581] : INFO : Epoch 1633 | loss: 0.0310947 | val_loss: 0.0311456 | Time: 1791.76 ms [2021-06-20 09:26:30 main:581] : INFO : Epoch 1634 | loss: 0.031095 | val_loss: 0.0311416 | Time: 1860.38 ms [2021-06-20 09:26:32 main:581] : INFO : Epoch 1635 | loss: 0.0310926 | val_loss: 0.031145 | Time: 1776.85 ms [2021-06-20 09:26:34 main:581] : INFO : Epoch 1636 | loss: 0.0310918 | val_loss: 0.0311473 | Time: 1661.12 ms [2021-06-20 09:26:35 main:581] : INFO : Epoch 1637 | loss: 0.0310917 | val_loss: 0.0311449 | Time: 1863.88 ms [2021-06-20 09:26:37 main:581] : INFO : Epoch 1638 | loss: 0.0310937 | val_loss: 0.0311429 | Time: 1891.2 ms [2021-06-20 09:26:39 main:581] : INFO : Epoch 1639 | loss: 0.0310925 | val_loss: 0.0311484 | Time: 1880.45 ms [2021-06-20 09:26:41 main:581] : INFO : Epoch 1640 | loss: 0.0310914 | val_loss: 0.0311465 | Time: 1858.76 ms [2021-06-20 09:26:43 main:581] : INFO : Epoch 1641 | loss: 0.0310896 | val_loss: 0.0311405 | Time: 1897.79 ms [2021-06-20 09:26:45 main:581] : INFO : Epoch 1642 | loss: 0.0310913 | val_loss: 0.0311448 | Time: 1887.69 ms [2021-06-20 09:26:47 main:581] : INFO : Epoch 1643 | loss: 0.0310919 | val_loss: 0.0311445 | Time: 1823.4 ms [2021-06-20 09:26:48 main:581] : INFO : Epoch 1644 | loss: 0.0310932 | val_loss: 0.0311493 | Time: 1827.95 ms [2021-06-20 09:26:50 main:581] : INFO : Epoch 1645 | loss: 0.0310934 | val_loss: 0.031145 | Time: 1749.78 ms [2021-06-20 09:26:52 main:581] : INFO : Epoch 1646 | loss: 0.0310919 | val_loss: 0.0311457 | Time: 1821.34 ms [2021-06-20 09:26:54 main:581] : INFO : Epoch 1647 | loss: 0.0310916 | val_loss: 0.0311493 | Time: 1862.3 ms [2021-06-20 09:26:56 main:581] : INFO : Epoch 1648 | loss: 0.0310901 | val_loss: 0.0311465 | Time: 1877.72 ms [2021-06-20 09:26:58 main:581] : INFO : Epoch 1649 | loss: 0.0310906 | val_loss: 0.031144 | Time: 1848.75 ms [2021-06-20 09:26:59 main:581] : INFO : Epoch 1650 | loss: 0.0310937 | val_loss: 0.0311478 | Time: 1848.29 ms [2021-06-20 09:27:01 main:581] : INFO : Epoch 1651 | loss: 0.0310946 | val_loss: 0.0311454 | Time: 1846.94 ms [2021-06-20 09:27:03 main:581] : INFO : Epoch 1652 | loss: 0.0310937 | val_loss: 0.03115 | Time: 1788.3 ms [2021-06-20 09:27:05 main:581] : INFO : Epoch 1653 | loss: 0.031095 | val_loss: 0.0311395 | Time: 1832.66 ms [2021-06-20 09:27:07 main:581] : INFO : Epoch 1654 | loss: 0.0310924 | val_loss: 0.031143 | Time: 1871.03 ms [2021-06-20 09:27:09 main:581] : INFO : Epoch 1655 | loss: 0.0310921 | val_loss: 0.0311422 | Time: 1849 ms [2021-06-20 09:27:10 main:581] : INFO : Epoch 1656 | loss: 0.031092 | val_loss: 0.0311434 | Time: 1794.36 ms [2021-06-20 09:27:12 main:581] : INFO : Epoch 1657 | loss: 0.031094 | val_loss: 0.0311478 | Time: 1817.21 ms [2021-06-20 09:27:14 main:581] : INFO : Epoch 1658 | loss: 0.0310944 | val_loss: 0.0311467 | Time: 1854.72 ms [2021-06-20 09:27:16 main:581] : INFO : Epoch 1659 | loss: 0.0311067 | val_loss: 0.0311501 | Time: 1867.78 ms [2021-06-20 09:27:18 main:581] : INFO : Epoch 1660 | loss: 0.0311038 | val_loss: 0.0311502 | Time: 1865.97 ms [2021-06-20 09:27:20 main:581] : INFO : Epoch 1661 | loss: 0.0311361 | val_loss: 0.0311516 | Time: 1860.13 ms [2021-06-20 09:27:22 main:581] : INFO : Epoch 1662 | loss: 0.0311312 | val_loss: 0.0311465 | Time: 1878.91 ms [2021-06-20 09:27:23 main:581] : INFO : Epoch 1663 | loss: 0.0311289 | val_loss: 0.031148 | Time: 1869.04 ms [2021-06-20 09:27:25 main:581] : INFO : Epoch 1664 | loss: 0.0311249 | val_loss: 0.031145 | Time: 1808 ms [2021-06-20 09:27:27 main:581] : INFO : Epoch 1665 | loss: 0.0311214 | val_loss: 0.0311498 | Time: 1795.82 ms [2021-06-20 09:27:29 main:581] : INFO : Epoch 1666 | loss: 0.0311172 | val_loss: 0.0311406 | Time: 1876.33 ms [2021-06-20 09:27:31 main:581] : INFO : Epoch 1667 | loss: 0.0311175 | val_loss: 0.0311445 | Time: 1900.98 ms [2021-06-20 09:27:33 main:581] : INFO : Epoch 1668 | loss: 0.0311192 | val_loss: 0.0311422 | Time: 1852.12 ms [2021-06-20 09:27:35 main:581] : INFO : Epoch 1669 | loss: 0.031115 | val_loss: 0.0311424 | Time: 1860.81 ms [2021-06-20 09:27:36 main:581] : INFO : Epoch 1670 | loss: 0.0311121 | val_loss: 0.0311442 | Time: 1818.15 ms [2021-06-20 09:27:38 main:581] : INFO : Epoch 1671 | loss: 0.0311117 | val_loss: 0.0311446 | Time: 1837.79 ms [2021-06-20 09:27:40 main:581] : INFO : Epoch 1672 | loss: 0.0311114 | val_loss: 0.0311434 | Time: 1786.67 ms [2021-06-20 09:27:42 main:581] : INFO : Epoch 1673 | loss: 0.0311117 | val_loss: 0.031145 | Time: 1820.53 ms [2021-06-20 09:27:44 main:581] : INFO : Epoch 1674 | loss: 0.0311064 | val_loss: 0.0311413 | Time: 1881.57 ms [2021-06-20 09:27:46 main:581] : INFO : Epoch 1675 | loss: 0.0311035 | val_loss: 0.0311423 | Time: 1856.71 ms [2021-06-20 09:27:47 main:581] : INFO : Epoch 1676 | loss: 0.0311026 | val_loss: 0.0311403 | Time: 1877.58 ms [2021-06-20 09:27:49 main:581] : INFO : Epoch 1677 | loss: 0.0311036 | val_loss: 0.0311403 | Time: 1796.82 ms [2021-06-20 09:27:51 main:581] : INFO : Epoch 1678 | loss: 0.0311011 | val_loss: 0.0311433 | Time: 1807.27 ms [2021-06-20 09:27:53 main:581] : INFO : Epoch 1679 | loss: 0.0311005 | val_loss: 0.0311416 | Time: 1866.97 ms [2021-06-20 09:27:55 main:581] : INFO : Epoch 1680 | loss: 0.0311037 | val_loss: 0.0311442 | Time: 1762.25 ms [2021-06-20 09:27:56 main:581] : INFO : Epoch 1681 | loss: 0.0311055 | val_loss: 0.0311449 | Time: 1739.08 ms [2021-06-20 09:27:58 main:581] : INFO : Epoch 1682 | loss: 0.0311008 | val_loss: 0.0311431 | Time: 1885.5 ms [2021-06-20 09:28:00 main:581] : INFO : Epoch 1683 | loss: 0.0310984 | val_loss: 0.0311446 | Time: 1888.5 ms [2021-06-20 09:28:02 main:581] : INFO : Epoch 1684 | loss: 0.0310973 | val_loss: 0.0311417 | Time: 1845.18 ms [2021-06-20 09:28:04 main:581] : INFO : Epoch 1685 | loss: 0.0310985 | val_loss: 0.031147 | Time: 1859.35 ms [2021-06-20 09:28:06 main:581] : INFO : Epoch 1686 | loss: 0.031099 | val_loss: 0.0311446 | Time: 1879.42 ms [2021-06-20 09:28:08 main:581] : INFO : Epoch 1687 | loss: 0.0310972 | val_loss: 0.0311404 | Time: 1794.41 ms [2021-06-20 09:28:09 main:581] : INFO : Epoch 1688 | loss: 0.0311023 | val_loss: 0.0311424 | Time: 1895.43 ms [2021-06-20 09:28:11 main:581] : INFO : Epoch 1689 | loss: 0.0311025 | val_loss: 0.0311434 | Time: 1874.94 ms [2021-06-20 09:28:13 main:581] : INFO : Epoch 1690 | loss: 0.0311018 | val_loss: 0.0311406 | Time: 1858.82 ms [2021-06-20 09:28:15 main:581] : INFO : Epoch 1691 | loss: 0.0310996 | val_loss: 0.0311452 | Time: 1898.78 ms [2021-06-20 09:28:17 main:581] : INFO : Epoch 1692 | loss: 0.0310992 | val_loss: 0.0311446 | Time: 1797.16 ms [2021-06-20 09:28:19 main:581] : INFO : Epoch 1693 | loss: 0.0310972 | val_loss: 0.0311443 | Time: 1870.38 ms [2021-06-20 09:28:21 main:581] : INFO : Epoch 1694 | loss: 0.0310966 | val_loss: 0.0311435 | Time: 1708.57 ms [2021-06-20 09:28:22 main:581] : INFO : Epoch 1695 | loss: 0.031099 | val_loss: 0.031142 | Time: 1830.11 ms [2021-06-20 09:28:24 main:581] : INFO : Epoch 1696 | loss: 0.031099 | val_loss: 0.0311489 | Time: 1838.32 ms [2021-06-20 09:28:26 main:581] : INFO : Epoch 1697 | loss: 0.0310987 | val_loss: 0.0311427 | Time: 1819.48 ms [2021-06-20 09:28:28 main:581] : INFO : Epoch 1698 | loss: 0.031095 | val_loss: 0.0311401 | Time: 1863.98 ms [2021-06-20 09:28:30 main:581] : INFO : Epoch 1699 | loss: 0.0310961 | val_loss: 0.0311439 | Time: 1813.4 ms [2021-06-20 09:28:32 main:581] : INFO : Epoch 1700 | loss: 0.0310957 | val_loss: 0.0311456 | Time: 1881.73 ms [2021-06-20 09:28:33 main:581] : INFO : Epoch 1701 | loss: 0.0310988 | val_loss: 0.0311412 | Time: 1754.12 ms [2021-06-20 09:28:35 main:581] : INFO : Epoch 1702 | loss: 0.0310987 | val_loss: 0.0311432 | Time: 1785.31 ms [2021-06-20 09:28:37 main:581] : INFO : Epoch 1703 | loss: 0.0310984 | val_loss: 0.031155 | Time: 1769.13 ms [2021-06-20 09:28:39 main:581] : INFO : Epoch 1704 | loss: 0.0310996 | val_loss: 0.031148 | Time: 1793.22 ms [2021-06-20 09:28:41 main:581] : INFO : Epoch 1705 | loss: 0.0310981 | val_loss: 0.0311455 | Time: 1859.83 ms [2021-06-20 09:28:42 main:581] : INFO : Epoch 1706 | loss: 0.0310978 | val_loss: 0.031145 | Time: 1821.53 ms [2021-06-20 09:28:44 main:581] : INFO : Epoch 1707 | loss: 0.0310948 | val_loss: 0.0311471 | Time: 1799.98 ms [2021-06-20 09:28:46 main:581] : INFO : Epoch 1708 | loss: 0.0310944 | val_loss: 0.0311438 | Time: 1921.56 ms [2021-06-20 09:28:48 main:581] : INFO : Epoch 1709 | loss: 0.0310941 | val_loss: 0.0311495 | Time: 1867.05 ms [2021-06-20 09:28:50 main:581] : INFO : Epoch 1710 | loss: 0.0310948 | val_loss: 0.0311431 | Time: 1874.04 ms [2021-06-20 09:28:52 main:581] : INFO : Epoch 1711 | loss: 0.0310977 | val_loss: 0.0311479 | Time: 1849.73 ms [2021-06-20 09:28:53 main:581] : INFO : Epoch 1712 | loss: 0.0310957 | val_loss: 0.0311468 | Time: 1774.59 ms [2021-06-20 09:28:55 main:581] : INFO : Epoch 1713 | loss: 0.0310952 | val_loss: 0.0311529 | Time: 1855.91 ms [2021-06-20 09:28:57 main:581] : INFO : Epoch 1714 | loss: 0.0310921 | val_loss: 0.0311453 | Time: 1879.34 ms [2021-06-20 09:28:59 main:581] : INFO : Epoch 1715 | loss: 0.0311009 | val_loss: 0.0311417 | Time: 1845.67 ms [2021-06-20 09:29:01 main:581] : INFO : Epoch 1716 | loss: 0.0310986 | val_loss: 0.0311455 | Time: 1968.3 ms [2021-06-20 09:29:03 main:581] : INFO : Epoch 1717 | loss: 0.0310967 | val_loss: 0.0311468 | Time: 1848.06 ms [2021-06-20 09:29:05 main:581] : INFO : Epoch 1718 | loss: 0.0311011 | val_loss: 0.0311498 | Time: 1868.83 ms [2021-06-20 09:29:07 main:581] : INFO : Epoch 1719 | loss: 0.0311265 | val_loss: 0.031149 | Time: 1872.33 ms [2021-06-20 09:29:08 main:581] : INFO : Epoch 1720 | loss: 0.0311275 | val_loss: 0.0311454 | Time: 1828.09 ms [2021-06-20 09:29:10 main:581] : INFO : Epoch 1721 | loss: 0.0311218 | val_loss: 0.0311487 | Time: 1856.95 ms [2021-06-20 09:29:12 main:581] : INFO : Epoch 1722 | loss: 0.0311183 | val_loss: 0.031152 | Time: 1855.52 ms [2021-06-20 09:29:14 main:581] : INFO : Epoch 1723 | loss: 0.0311117 | val_loss: 0.0311493 | Time: 1843.99 ms [2021-06-20 09:29:16 main:581] : INFO : Epoch 1724 | loss: 0.0311117 | val_loss: 0.0311498 | Time: 1846.64 ms [2021-06-20 09:29:18 main:581] : INFO : Epoch 1725 | loss: 0.0311101 | val_loss: 0.0311462 | Time: 1869.59 ms [2021-06-20 09:29:20 main:581] : INFO : Epoch 1726 | loss: 0.0311085 | val_loss: 0.0311404 | Time: 1877.1 ms [2021-06-20 09:29:21 main:581] : INFO : Epoch 1727 | loss: 0.0311039 | val_loss: 0.0311456 | Time: 1794.83 ms [2021-06-20 09:29:23 main:581] : INFO : Epoch 1728 | loss: 0.0311022 | val_loss: 0.0311446 | Time: 1859.49 ms [2021-06-20 09:29:25 main:581] : INFO : Epoch 1729 | loss: 0.0311023 | val_loss: 0.0311502 | Time: 1875.41 ms [2021-06-20 09:29:27 main:581] : INFO : Epoch 1730 | loss: 0.0311025 | val_loss: 0.0311424 | Time: 1853.44 ms [2021-06-20 09:29:29 main:581] : INFO : Epoch 1731 | loss: 0.0311006 | val_loss: 0.0311442 | Time: 1783.1 ms [2021-06-20 09:29:31 main:581] : INFO : Epoch 1732 | loss: 0.0310986 | val_loss: 0.0311452 | Time: 1868.68 ms [2021-06-20 09:29:32 main:581] : INFO : Epoch 1733 | loss: 0.0311048 | val_loss: 0.0311439 | Time: 1742.71 ms [2021-06-20 09:29:34 main:581] : INFO : Epoch 1734 | loss: 0.0311033 | val_loss: 0.0311439 | Time: 1861.53 ms [2021-06-20 09:29:36 main:581] : INFO : Epoch 1735 | loss: 0.0311026 | val_loss: 0.031146 | Time: 1845.83 ms [2021-06-20 09:29:38 main:581] : INFO : Epoch 1736 | loss: 0.0310997 | val_loss: 0.0311537 | Time: 1847.63 ms [2021-06-20 09:29:40 main:581] : INFO : Epoch 1737 | loss: 0.0311043 | val_loss: 0.0311475 | Time: 1807.01 ms [2021-06-20 09:29:42 main:581] : INFO : Epoch 1738 | loss: 0.0311007 | val_loss: 0.0311458 | Time: 1829.37 ms [2021-06-20 09:29:43 main:581] : INFO : Epoch 1739 | loss: 0.0310973 | val_loss: 0.0311442 | Time: 1799.54 ms [2021-06-20 09:29:45 main:581] : INFO : Epoch 1740 | loss: 0.0310941 | val_loss: 0.0311442 | Time: 1876.79 ms [2021-06-20 09:29:47 main:581] : INFO : Epoch 1741 | loss: 0.0311005 | val_loss: 0.031146 | Time: 1860.52 ms [2021-06-20 09:29:49 main:581] : INFO : Epoch 1742 | loss: 0.0311088 | val_loss: 0.0311501 | Time: 1868.94 ms [2021-06-20 09:29:51 main:581] : INFO : Epoch 1743 | loss: 0.0311112 | val_loss: 0.0311377 | Time: 1876.48 ms [2021-06-20 09:29:53 main:581] : INFO : Epoch 1744 | loss: 0.0311112 | val_loss: 0.0311401 | Time: 1911.4 ms [2021-06-20 09:29:55 main:581] : INFO : Epoch 1745 | loss: 0.0311067 | val_loss: 0.0311434 | Time: 1847.4 ms [2021-06-20 09:29:56 main:581] : INFO : Epoch 1746 | loss: 0.0311086 | val_loss: 0.0311496 | Time: 1816.6 ms [2021-06-20 09:29:58 main:581] : INFO : Epoch 1747 | loss: 0.0311053 | val_loss: 0.0311408 | Time: 1885.61 ms [2021-06-20 09:30:00 main:581] : INFO : Epoch 1748 | loss: 0.031102 | val_loss: 0.0311392 | Time: 1839.86 ms [2021-06-20 09:30:02 main:581] : INFO : Epoch 1749 | loss: 0.0311 | val_loss: 0.0311421 | Time: 1764.25 ms [2021-06-20 09:30:04 main:581] : INFO : Epoch 1750 | loss: 0.0310991 | val_loss: 0.0311443 | Time: 1873.21 ms [2021-06-20 09:30:06 main:581] : INFO : Epoch 1751 | loss: 0.0311008 | val_loss: 0.0311452 | Time: 1820.47 ms [2021-06-20 09:30:07 main:581] : INFO : Epoch 1752 | loss: 0.0311002 | val_loss: 0.0311435 | Time: 1805.58 ms [2021-06-20 09:30:09 main:581] : INFO : Epoch 1753 | loss: 0.0311065 | val_loss: 0.0311478 | Time: 1861.41 ms [2021-06-20 09:30:11 main:581] : INFO : Epoch 1754 | loss: 0.0311047 | val_loss: 0.0311453 | Time: 1844.03 ms [2021-06-20 09:30:13 main:581] : INFO : Epoch 1755 | loss: 0.0311027 | val_loss: 0.0311457 | Time: 1856.2 ms [2021-06-20 09:30:15 main:581] : INFO : Epoch 1756 | loss: 0.0311033 | val_loss: 0.0311413 | Time: 1820.55 ms [2021-06-20 09:30:17 main:581] : INFO : Epoch 1757 | loss: 0.0311009 | val_loss: 0.0311465 | Time: 1855.45 ms [2021-06-20 09:30:18 main:581] : INFO : Epoch 1758 | loss: 0.0310994 | val_loss: 0.0311493 | Time: 1846.41 ms [2021-06-20 09:30:20 main:581] : INFO : Epoch 1759 | loss: 0.0310972 | val_loss: 0.0311444 | Time: 1732.19 ms [2021-06-20 09:30:22 main:581] : INFO : Epoch 1760 | loss: 0.0310956 | val_loss: 0.0311453 | Time: 1857.36 ms [2021-06-20 09:30:24 main:581] : INFO : Epoch 1761 | loss: 0.0310946 | val_loss: 0.0311453 | Time: 1865.41 ms [2021-06-20 09:30:26 main:581] : INFO : Epoch 1762 | loss: 0.0310945 | val_loss: 0.0311475 | Time: 1890.95 ms [2021-06-20 09:30:28 main:581] : INFO : Epoch 1763 | loss: 0.0310933 | val_loss: 0.0311449 | Time: 1881.81 ms [2021-06-20 09:30:30 main:581] : INFO : Epoch 1764 | loss: 0.0310923 | val_loss: 0.031145 | Time: 1878.48 ms [2021-06-20 09:30:31 main:581] : INFO : Epoch 1765 | loss: 0.031095 | val_loss: 0.0311457 | Time: 1879.99 ms [2021-06-20 09:30:33 main:581] : INFO : Epoch 1766 | loss: 0.0310953 | val_loss: 0.0311423 | Time: 1801.24 ms [2021-06-20 09:30:35 main:581] : INFO : Epoch 1767 | loss: 0.031094 | val_loss: 0.0311429 | Time: 1780 ms [2021-06-20 09:30:37 main:581] : INFO : Epoch 1768 | loss: 0.0310951 | val_loss: 0.0311417 | Time: 1723.04 ms [2021-06-20 09:30:39 main:581] : INFO : Epoch 1769 | loss: 0.0310959 | val_loss: 0.0311435 | Time: 1920.44 ms [2021-06-20 09:30:41 main:581] : INFO : Epoch 1770 | loss: 0.0310943 | val_loss: 0.0311451 | Time: 1857.86 ms [2021-06-20 09:30:42 main:581] : INFO : Epoch 1771 | loss: 0.0310953 | val_loss: 0.0311441 | Time: 1862.57 ms [2021-06-20 09:30:44 main:581] : INFO : Epoch 1772 | loss: 0.0310955 | val_loss: 0.0311442 | Time: 1761.54 ms [2021-06-20 09:30:46 main:581] : INFO : Epoch 1773 | loss: 0.0310986 | val_loss: 0.0311437 | Time: 1853.77 ms [2021-06-20 09:30:48 main:581] : INFO : Epoch 1774 | loss: 0.0311026 | val_loss: 0.0311455 | Time: 1851.14 ms [2021-06-20 09:30:50 main:581] : INFO : Epoch 1775 | loss: 0.0311051 | val_loss: 0.0311463 | Time: 1771.49 ms [2021-06-20 09:30:51 main:581] : INFO : Epoch 1776 | loss: 0.0311033 | val_loss: 0.0311483 | Time: 1860.57 ms [2021-06-20 09:30:53 main:581] : INFO : Epoch 1777 | loss: 0.0310992 | val_loss: 0.0311513 | Time: 1869.56 ms [2021-06-20 09:30:55 main:581] : INFO : Epoch 1778 | loss: 0.0310976 | val_loss: 0.0311509 | Time: 1864.58 ms [2021-06-20 09:30:57 main:581] : INFO : Epoch 1779 | loss: 0.0310954 | val_loss: 0.0311495 | Time: 1834.67 ms [2021-06-20 09:30:59 main:581] : INFO : Epoch 1780 | loss: 0.0310996 | val_loss: 0.0311456 | Time: 1788.02 ms [2021-06-20 09:31:01 main:581] : INFO : Epoch 1781 | loss: 0.0311041 | val_loss: 0.0311507 | Time: 1894.79 ms [2021-06-20 09:31:03 main:581] : INFO : Epoch 1782 | loss: 0.031101 | val_loss: 0.0311474 | Time: 1772 ms [2021-06-20 09:31:04 main:581] : INFO : Epoch 1783 | loss: 0.0310998 | val_loss: 0.031146 | Time: 1819.19 ms [2021-06-20 09:31:06 main:581] : INFO : Epoch 1784 | loss: 0.0310965 | val_loss: 0.0311454 | Time: 1833.41 ms [2021-06-20 09:31:08 main:581] : INFO : Epoch 1785 | loss: 0.0310957 | val_loss: 0.0311462 | Time: 1869.55 ms [2021-06-20 09:31:10 main:581] : INFO : Epoch 1786 | loss: 0.0310991 | val_loss: 0.031149 | Time: 1904.92 ms [2021-06-20 09:31:12 main:581] : INFO : Epoch 1787 | loss: 0.0311039 | val_loss: 0.0311415 | Time: 1867.43 ms [2021-06-20 09:31:14 main:581] : INFO : Epoch 1788 | loss: 0.0311016 | val_loss: 0.0311446 | Time: 1861.15 ms [2021-06-20 09:31:15 main:581] : INFO : Epoch 1789 | loss: 0.0311009 | val_loss: 0.031147 | Time: 1821.61 ms [2021-06-20 09:31:17 main:581] : INFO : Epoch 1790 | loss: 0.0310977 | val_loss: 0.0311463 | Time: 1884.99 ms [2021-06-20 09:31:19 main:581] : INFO : Epoch 1791 | loss: 0.0310969 | val_loss: 0.0311471 | Time: 1848.22 ms [2021-06-20 09:31:21 main:581] : INFO : Epoch 1792 | loss: 0.0310947 | val_loss: 0.0311477 | Time: 1820.39 ms [2021-06-20 09:31:23 main:581] : INFO : Epoch 1793 | loss: 0.0310933 | val_loss: 0.0311451 | Time: 1921.15 ms [2021-06-20 09:31:25 main:581] : INFO : Epoch 1794 | loss: 0.0310925 | val_loss: 0.0311482 | Time: 1805.57 ms [2021-06-20 09:31:27 main:581] : INFO : Epoch 1795 | loss: 0.0310941 | val_loss: 0.0311474 | Time: 1879.72 ms [2021-06-20 09:31:28 main:581] : INFO : Epoch 1796 | loss: 0.0310965 | val_loss: 0.0311435 | Time: 1817.37 ms [2021-06-20 09:31:30 main:581] : INFO : Epoch 1797 | loss: 0.0310951 | val_loss: 0.0311472 | Time: 1856.38 ms [2021-06-20 09:31:32 main:581] : INFO : Epoch 1798 | loss: 0.0310953 | val_loss: 0.0311468 | Time: 1871.29 ms [2021-06-20 09:31:34 main:581] : INFO : Epoch 1799 | loss: 0.031093 | val_loss: 0.0311452 | Time: 1874.13 ms [2021-06-20 09:31:36 main:581] : INFO : Epoch 1800 | loss: 0.0310915 | val_loss: 0.0311426 | Time: 1884.48 ms [2021-06-20 09:31:38 main:581] : INFO : Epoch 1801 | loss: 0.0310917 | val_loss: 0.0311444 | Time: 1765.34 ms [2021-06-20 09:31:40 main:581] : INFO : Epoch 1802 | loss: 0.0310936 | val_loss: 0.0311427 | Time: 1857.94 ms [2021-06-20 09:31:41 main:581] : INFO : Epoch 1803 | loss: 0.0310956 | val_loss: 0.0311502 | Time: 1877.61 ms [2021-06-20 09:31:43 main:581] : INFO : Epoch 1804 | loss: 0.0310948 | val_loss: 0.0311467 | Time: 1872.36 ms [2021-06-20 09:31:45 main:581] : INFO : Epoch 1805 | loss: 0.0310929 | val_loss: 0.0311544 | Time: 1874.87 ms [2021-06-20 09:31:47 main:581] : INFO : Epoch 1806 | loss: 0.0311072 | val_loss: 0.0311607 | Time: 1895.35 ms [2021-06-20 09:31:49 main:581] : INFO : Epoch 1807 | loss: 0.031125 | val_loss: 0.0311501 | Time: 1862.05 ms [2021-06-20 09:31:51 main:581] : INFO : Epoch 1808 | loss: 0.0311329 | val_loss: 0.0311472 | Time: 1824.56 ms [2021-06-20 09:31:52 main:581] : INFO : Epoch 1809 | loss: 0.0311244 | val_loss: 0.0311474 | Time: 1711.12 ms [2021-06-20 09:31:54 main:581] : INFO : Epoch 1810 | loss: 0.0311176 | val_loss: 0.0311422 | Time: 1839.69 ms [2021-06-20 09:31:56 main:581] : INFO : Epoch 1811 | loss: 0.0311157 | val_loss: 0.0311454 | Time: 1866.36 ms [2021-06-20 09:31:58 main:581] : INFO : Epoch 1812 | loss: 0.0311102 | val_loss: 0.0311478 | Time: 1834.14 ms [2021-06-20 09:32:00 main:581] : INFO : Epoch 1813 | loss: 0.0311086 | val_loss: 0.0311432 | Time: 1854.59 ms [2021-06-20 09:32:02 main:581] : INFO : Epoch 1814 | loss: 0.0311059 | val_loss: 0.0311404 | Time: 1851.28 ms [2021-06-20 09:32:04 main:581] : INFO : Epoch 1815 | loss: 0.031105 | val_loss: 0.0311456 | Time: 1859.92 ms [2021-06-20 09:32:05 main:581] : INFO : Epoch 1816 | loss: 0.0311036 | val_loss: 0.0311422 | Time: 1813.28 ms [2021-06-20 09:32:07 main:581] : INFO : Epoch 1817 | loss: 0.0311058 | val_loss: 0.0311415 | Time: 1855.36 ms [2021-06-20 09:32:09 main:581] : INFO : Epoch 1818 | loss: 0.0311081 | val_loss: 0.0311442 | Time: 1854.32 ms [2021-06-20 09:32:11 main:581] : INFO : Epoch 1819 | loss: 0.0311041 | val_loss: 0.0311445 | Time: 1820.91 ms [2021-06-20 09:32:13 main:581] : INFO : Epoch 1820 | loss: 0.0311012 | val_loss: 0.0311433 | Time: 1847.06 ms [2021-06-20 09:32:15 main:581] : INFO : Epoch 1821 | loss: 0.0311025 | val_loss: 0.0311485 | Time: 1880.66 ms [2021-06-20 09:32:17 main:581] : INFO : Epoch 1822 | loss: 0.0311001 | val_loss: 0.0311454 | Time: 1842.2 ms [2021-06-20 09:32:18 main:581] : INFO : Epoch 1823 | loss: 0.031097 | val_loss: 0.0311446 | Time: 1826.71 ms [2021-06-20 09:32:20 main:581] : INFO : Epoch 1824 | loss: 0.031098 | val_loss: 0.031146 | Time: 1876 ms [2021-06-20 09:32:22 main:581] : INFO : Epoch 1825 | loss: 0.031098 | val_loss: 0.0311475 | Time: 1873.17 ms [2021-06-20 09:32:24 main:581] : INFO : Epoch 1826 | loss: 0.0310977 | val_loss: 0.0311445 | Time: 1821.88 ms [2021-06-20 09:32:26 main:581] : INFO : Epoch 1827 | loss: 0.0311005 | val_loss: 0.0311432 | Time: 1829.04 ms [2021-06-20 09:32:28 main:581] : INFO : Epoch 1828 | loss: 0.0311025 | val_loss: 0.0311433 | Time: 1858.63 ms [2021-06-20 09:32:30 main:581] : INFO : Epoch 1829 | loss: 0.0310997 | val_loss: 0.0311442 | Time: 1909.57 ms [2021-06-20 09:32:31 main:581] : INFO : Epoch 1830 | loss: 0.0310976 | val_loss: 0.0311427 | Time: 1850.15 ms [2021-06-20 09:32:33 main:581] : INFO : Epoch 1831 | loss: 0.0310965 | val_loss: 0.0311438 | Time: 1760.45 ms [2021-06-20 09:32:35 main:581] : INFO : Epoch 1832 | loss: 0.0310979 | val_loss: 0.0311461 | Time: 1753.78 ms [2021-06-20 09:32:37 main:581] : INFO : Epoch 1833 | loss: 0.0310976 | val_loss: 0.0311419 | Time: 1869.21 ms [2021-06-20 09:32:39 main:581] : INFO : Epoch 1834 | loss: 0.0311011 | val_loss: 0.0311469 | Time: 1838.04 ms [2021-06-20 09:32:40 main:581] : INFO : Epoch 1835 | loss: 0.0311034 | val_loss: 0.0311434 | Time: 1847.54 ms [2021-06-20 09:32:42 main:581] : INFO : Epoch 1836 | loss: 0.0311013 | val_loss: 0.0311414 | Time: 1801.67 ms [2021-06-20 09:32:44 main:581] : INFO : Epoch 1837 | loss: 0.0311236 | val_loss: 0.0311458 | Time: 1772.52 ms [2021-06-20 09:32:46 main:581] : INFO : Epoch 1838 | loss: 0.0311269 | val_loss: 0.031148 | Time: 1765.9 ms [2021-06-20 09:32:48 main:581] : INFO : Epoch 1839 | loss: 0.0311213 | val_loss: 0.0311427 | Time: 1864.82 ms [2021-06-20 09:32:49 main:581] : INFO : Epoch 1840 | loss: 0.0311189 | val_loss: 0.0311445 | Time: 1870.16 ms [2021-06-20 09:32:51 main:581] : INFO : Epoch 1841 | loss: 0.0311151 | val_loss: 0.0311378 | Time: 1840.25 ms [2021-06-20 09:32:53 main:581] : INFO : Epoch 1842 | loss: 0.0311119 | val_loss: 0.0311422 | Time: 1778.96 ms [2021-06-20 09:32:55 main:581] : INFO : Epoch 1843 | loss: 0.0311161 | val_loss: 0.0311416 | Time: 1830.28 ms [2021-06-20 09:32:57 main:581] : INFO : Epoch 1844 | loss: 0.0311143 | val_loss: 0.0311385 | Time: 1903.72 ms [2021-06-20 09:32:59 main:581] : INFO : Epoch 1845 | loss: 0.0311134 | val_loss: 0.0311387 | Time: 1823.63 ms [2021-06-20 09:33:01 main:581] : INFO : Epoch 1846 | loss: 0.031123 | val_loss: 0.0311627 | Time: 1857.12 ms [2021-06-20 09:33:02 main:581] : INFO : Epoch 1847 | loss: 0.0311264 | val_loss: 0.0311545 | Time: 1839.81 ms [2021-06-20 09:33:04 main:581] : INFO : Epoch 1848 | loss: 0.0311211 | val_loss: 0.031148 | Time: 1861.97 ms [2021-06-20 09:33:06 main:581] : INFO : Epoch 1849 | loss: 0.0311168 | val_loss: 0.0311385 | Time: 1862.03 ms [2021-06-20 09:33:08 main:581] : INFO : Epoch 1850 | loss: 0.0311136 | val_loss: 0.0311369 | Time: 1865.77 ms [2021-06-20 09:33:10 main:581] : INFO : Epoch 1851 | loss: 0.0311118 | val_loss: 0.0311367 | Time: 1828.39 ms [2021-06-20 09:33:12 main:581] : INFO : Epoch 1852 | loss: 0.0311126 | val_loss: 0.0311405 | Time: 1855.59 ms [2021-06-20 09:33:14 main:581] : INFO : Epoch 1853 | loss: 0.0311128 | val_loss: 0.0311406 | Time: 1857.12 ms [2021-06-20 09:33:15 main:581] : INFO : Epoch 1854 | loss: 0.0311099 | val_loss: 0.0311456 | Time: 1830.34 ms [2021-06-20 09:33:17 main:581] : INFO : Epoch 1855 | loss: 0.0311084 | val_loss: 0.0311419 | Time: 1798.87 ms [2021-06-20 09:33:19 main:581] : INFO : Epoch 1856 | loss: 0.0311079 | val_loss: 0.0311421 | Time: 1864.58 ms [2021-06-20 09:33:21 main:581] : INFO : Epoch 1857 | loss: 0.0311102 | val_loss: 0.0311346 | Time: 1834.1 ms [2021-06-20 09:33:23 main:581] : INFO : Epoch 1858 | loss: 0.0311098 | val_loss: 0.0311386 | Time: 1854.79 ms [2021-06-20 09:33:25 main:581] : INFO : Epoch 1859 | loss: 0.0311086 | val_loss: 0.0311384 | Time: 1875.18 ms [2021-06-20 09:33:26 main:581] : INFO : Epoch 1860 | loss: 0.031106 | val_loss: 0.0311414 | Time: 1791.77 ms [2021-06-20 09:33:28 main:581] : INFO : Epoch 1861 | loss: 0.0311033 | val_loss: 0.0311374 | Time: 1888.68 ms [2021-06-20 09:33:30 main:581] : INFO : Epoch 1862 | loss: 0.0311036 | val_loss: 0.0311387 | Time: 1869.36 ms [2021-06-20 09:33:32 main:581] : INFO : Epoch 1863 | loss: 0.0311013 | val_loss: 0.031142 | Time: 1880.79 ms [2021-06-20 09:33:34 main:581] : INFO : Epoch 1864 | loss: 0.0311001 | val_loss: 0.031141 | Time: 1870.62 ms [2021-06-20 09:33:36 main:581] : INFO : Epoch 1865 | loss: 0.0311015 | val_loss: 0.0311431 | Time: 1902.29 ms [2021-06-20 09:33:38 main:581] : INFO : Epoch 1866 | loss: 0.0311013 | val_loss: 0.0311377 | Time: 1846.44 ms [2021-06-20 09:33:39 main:581] : INFO : Epoch 1867 | loss: 0.0311016 | val_loss: 0.0311368 | Time: 1795.67 ms [2021-06-20 09:33:41 main:581] : INFO : Epoch 1868 | loss: 0.0311003 | val_loss: 0.0311404 | Time: 1761.71 ms [2021-06-20 09:33:43 main:581] : INFO : Epoch 1869 | loss: 0.0311018 | val_loss: 0.0311389 | Time: 1881.77 ms [2021-06-20 09:33:45 main:581] : INFO : Epoch 1870 | loss: 0.0310988 | val_loss: 0.0311396 | Time: 1790.97 ms [2021-06-20 09:33:47 main:581] : INFO : Epoch 1871 | loss: 0.031101 | val_loss: 0.0311373 | Time: 1786.67 ms [2021-06-20 09:33:49 main:581] : INFO : Epoch 1872 | loss: 0.0311003 | val_loss: 0.0311414 | Time: 1896.99 ms [2021-06-20 09:33:50 main:581] : INFO : Epoch 1873 | loss: 0.0310984 | val_loss: 0.0311374 | Time: 1859.8 ms [2021-06-20 09:33:52 main:581] : INFO : Epoch 1874 | loss: 0.0310967 | val_loss: 0.0311387 | Time: 1909.59 ms [2021-06-20 09:33:54 main:581] : INFO : Epoch 1875 | loss: 0.0310973 | val_loss: 0.0311448 | Time: 1798.08 ms [2021-06-20 09:33:56 main:581] : INFO : Epoch 1876 | loss: 0.0310971 | val_loss: 0.0311392 | Time: 1830.13 ms [2021-06-20 09:33:58 main:581] : INFO : Epoch 1877 | loss: 0.0310942 | val_loss: 0.0311427 | Time: 1868.49 ms [2021-06-20 09:34:00 main:581] : INFO : Epoch 1878 | loss: 0.0310923 | val_loss: 0.0311433 | Time: 1855.24 ms [2021-06-20 09:34:02 main:581] : INFO : Epoch 1879 | loss: 0.0311034 | val_loss: 0.0311492 | Time: 1865.91 ms [2021-06-20 09:34:03 main:581] : INFO : Epoch 1880 | loss: 0.0311078 | val_loss: 0.0311475 | Time: 1797.62 ms [2021-06-20 09:34:05 main:581] : INFO : Epoch 1881 | loss: 0.0311045 | val_loss: 0.0311477 | Time: 1795.9 ms [2021-06-20 09:34:07 main:581] : INFO : Epoch 1882 | loss: 0.0310979 | val_loss: 0.0311428 | Time: 1822.09 ms [2021-06-20 09:34:09 main:581] : INFO : Epoch 1883 | loss: 0.031096 | val_loss: 0.0311415 | Time: 1859.47 ms [2021-06-20 09:34:11 main:581] : INFO : Epoch 1884 | loss: 0.0310958 | val_loss: 0.031141 | Time: 1857.77 ms [2021-06-20 09:34:13 main:581] : INFO : Epoch 1885 | loss: 0.0310946 | val_loss: 0.0311435 | Time: 1855.14 ms [2021-06-20 09:34:14 main:581] : INFO : Epoch 1886 | loss: 0.0310929 | val_loss: 0.0311447 | Time: 1851.56 ms [2021-06-20 09:34:16 main:581] : INFO : Epoch 1887 | loss: 0.0310975 | val_loss: 0.0311409 | Time: 1805.44 ms [2021-06-20 09:34:18 main:581] : INFO : Epoch 1888 | loss: 0.0310956 | val_loss: 0.0311402 | Time: 1864.45 ms [2021-06-20 09:34:20 main:581] : INFO : Epoch 1889 | loss: 0.0310937 | val_loss: 0.031139 | Time: 1873.61 ms [2021-06-20 09:34:22 main:581] : INFO : Epoch 1890 | loss: 0.0310938 | val_loss: 0.0311431 | Time: 1850.2 ms [2021-06-20 09:34:24 main:581] : INFO : Epoch 1891 | loss: 0.031096 | val_loss: 0.0311411 | Time: 1817.67 ms [2021-06-20 09:34:25 main:581] : INFO : Epoch 1892 | loss: 0.0310949 | val_loss: 0.0311398 | Time: 1833.74 ms [2021-06-20 09:34:27 main:581] : INFO : Epoch 1893 | loss: 0.0310947 | val_loss: 0.0311363 | Time: 1845.61 ms [2021-06-20 09:34:29 main:581] : INFO : Epoch 1894 | loss: 0.0310974 | val_loss: 0.0311349 | Time: 1837.6 ms [2021-06-20 09:34:31 main:581] : INFO : Epoch 1895 | loss: 0.031097 | val_loss: 0.0311356 | Time: 1801.88 ms [2021-06-20 09:34:33 main:581] : INFO : Epoch 1896 | loss: 0.0310963 | val_loss: 0.0311395 | Time: 1778.02 ms [2021-06-20 09:34:35 main:581] : INFO : Epoch 1897 | loss: 0.0310983 | val_loss: 0.0311437 | Time: 1859.02 ms [2021-06-20 09:34:36 main:581] : INFO : Epoch 1898 | loss: 0.0310963 | val_loss: 0.0311393 | Time: 1861.25 ms [2021-06-20 09:34:38 main:581] : INFO : Epoch 1899 | loss: 0.0310991 | val_loss: 0.0311438 | Time: 1865.2 ms [2021-06-20 09:34:40 main:581] : INFO : Epoch 1900 | loss: 0.0310967 | val_loss: 0.0311359 | Time: 1869.67 ms [2021-06-20 09:34:42 main:581] : INFO : Epoch 1901 | loss: 0.0310953 | val_loss: 0.031137 | Time: 1847.74 ms [2021-06-20 09:34:44 main:581] : INFO : Epoch 1902 | loss: 0.0310956 | val_loss: 0.0311401 | Time: 1793.5 ms [2021-06-20 09:34:46 main:581] : INFO : Epoch 1903 | loss: 0.0310938 | val_loss: 0.031137 | Time: 1762.15 ms [2021-06-20 09:34:47 main:581] : INFO : Epoch 1904 | loss: 0.0310937 | val_loss: 0.0311388 | Time: 1833.57 ms [2021-06-20 09:34:49 main:581] : INFO : Epoch 1905 | loss: 0.0310989 | val_loss: 0.0311389 | Time: 1798.84 ms [2021-06-20 09:34:51 main:581] : INFO : Epoch 1906 | loss: 0.0310996 | val_loss: 0.0311392 | Time: 1838.24 ms [2021-06-20 09:34:53 main:581] : INFO : Epoch 1907 | loss: 0.0311182 | val_loss: 0.031138 | Time: 1861.14 ms [2021-06-20 09:34:55 main:581] : INFO : Epoch 1908 | loss: 0.03112 | val_loss: 0.031141 | Time: 1887.01 ms [2021-06-20 09:34:57 main:581] : INFO : Epoch 1909 | loss: 0.031117 | val_loss: 0.0311382 | Time: 1896.21 ms [2021-06-20 09:34:59 main:581] : INFO : Epoch 1910 | loss: 0.0311086 | val_loss: 0.0311344 | Time: 1882.4 ms [2021-06-20 09:35:00 main:581] : INFO : Epoch 1911 | loss: 0.0311049 | val_loss: 0.031138 | Time: 1861.27 ms [2021-06-20 09:35:02 main:581] : INFO : Epoch 1912 | loss: 0.031102 | val_loss: 0.031135 | Time: 1859.83 ms [2021-06-20 09:35:04 main:581] : INFO : Epoch 1913 | loss: 0.0310986 | val_loss: 0.0311355 | Time: 1865.14 ms [2021-06-20 09:35:06 main:581] : INFO : Epoch 1914 | loss: 0.0310981 | val_loss: 0.0311433 | Time: 1757.07 ms [2021-06-20 09:35:08 main:581] : INFO : Epoch 1915 | loss: 0.0310977 | val_loss: 0.0311455 | Time: 1806.1 ms [2021-06-20 09:35:09 main:581] : INFO : Epoch 1916 | loss: 0.0311109 | val_loss: 0.0311471 | Time: 1781.61 ms [2021-06-20 09:35:11 main:581] : INFO : Epoch 1917 | loss: 0.0311203 | val_loss: 0.0311406 | Time: 1784.09 ms [2021-06-20 09:35:13 main:581] : INFO : Epoch 1918 | loss: 0.0311153 | val_loss: 0.031139 | Time: 1845.19 ms [2021-06-20 09:35:15 main:581] : INFO : Epoch 1919 | loss: 0.0311095 | val_loss: 0.0311368 | Time: 1828.64 ms [2021-06-20 09:35:17 main:581] : INFO : Epoch 1920 | loss: 0.0311063 | val_loss: 0.0311372 | Time: 1880.88 ms [2021-06-20 09:35:19 main:581] : INFO : Epoch 1921 | loss: 0.0311033 | val_loss: 0.0311358 | Time: 1861.35 ms [2021-06-20 09:35:21 main:581] : INFO : Epoch 1922 | loss: 0.0311049 | val_loss: 0.0311367 | Time: 1872.59 ms [2021-06-20 09:35:22 main:581] : INFO : Epoch 1923 | loss: 0.0311056 | val_loss: 0.0311358 | Time: 1877.78 ms [2021-06-20 09:35:24 main:581] : INFO : Epoch 1924 | loss: 0.0311027 | val_loss: 0.0311421 | Time: 1739.8 ms [2021-06-20 09:35:26 main:581] : INFO : Epoch 1925 | loss: 0.0311074 | val_loss: 0.0311394 | Time: 1794.26 ms [2021-06-20 09:35:28 main:581] : INFO : Epoch 1926 | loss: 0.0311066 | val_loss: 0.031136 | Time: 1750 ms [2021-06-20 09:35:30 main:581] : INFO : Epoch 1927 | loss: 0.0311029 | val_loss: 0.0311385 | Time: 1838.86 ms [2021-06-20 09:35:31 main:581] : INFO : Epoch 1928 | loss: 0.0311033 | val_loss: 0.031142 | Time: 1827.47 ms [2021-06-20 09:35:33 main:581] : INFO : Epoch 1929 | loss: 0.0311053 | val_loss: 0.0311389 | Time: 1796.91 ms [2021-06-20 09:35:35 main:581] : INFO : Epoch 1930 | loss: 0.0311023 | val_loss: 0.0311381 | Time: 1862.59 ms [2021-06-20 09:35:37 main:581] : INFO : Epoch 1931 | loss: 0.0311005 | val_loss: 0.0311368 | Time: 1895.38 ms [2021-06-20 09:35:39 main:581] : INFO : Epoch 1932 | loss: 0.0310991 | val_loss: 0.0311354 | Time: 1763.64 ms [2021-06-20 09:35:41 main:581] : INFO : Epoch 1933 | loss: 0.031099 | val_loss: 0.0311398 | Time: 1858.3 ms [2021-06-20 09:35:42 main:581] : INFO : Epoch 1934 | loss: 0.0310976 | val_loss: 0.0311372 | Time: 1875.12 ms [2021-06-20 09:35:44 main:581] : INFO : Epoch 1935 | loss: 0.0310957 | val_loss: 0.0311398 | Time: 1848.57 ms [2021-06-20 09:35:46 main:581] : INFO : Epoch 1936 | loss: 0.0310958 | val_loss: 0.0311404 | Time: 1845.22 ms [2021-06-20 09:35:48 main:581] : INFO : Epoch 1937 | loss: 0.0310992 | val_loss: 0.0311411 | Time: 1850.14 ms [2021-06-20 09:35:50 main:581] : INFO : Epoch 1938 | loss: 0.0311023 | val_loss: 0.0311448 | Time: 1815.18 ms [2021-06-20 09:35:52 main:581] : INFO : Epoch 1939 | loss: 0.031103 | val_loss: 0.0311491 | Time: 1825.9 ms [2021-06-20 09:35:53 main:581] : INFO : Epoch 1940 | loss: 0.0311025 | val_loss: 0.0311427 | Time: 1762.08 ms [2021-06-20 09:35:55 main:581] : INFO : Epoch 1941 | loss: 0.0311002 | val_loss: 0.0311447 | Time: 1822.19 ms [2021-06-20 09:35:57 main:581] : INFO : Epoch 1942 | loss: 0.0311024 | val_loss: 0.0311421 | Time: 1795.94 ms [2021-06-20 09:35:59 main:581] : INFO : Epoch 1943 | loss: 0.0311013 | val_loss: 0.0311482 | Time: 1844.06 ms [2021-06-20 09:36:01 main:581] : INFO : Epoch 1944 | loss: 0.0311014 | val_loss: 0.0311364 | Time: 1887.63 ms [2021-06-20 09:36:03 main:581] : INFO : Epoch 1945 | loss: 0.0310979 | val_loss: 0.0311458 | Time: 1834.42 ms [2021-06-20 09:36:04 main:581] : INFO : Epoch 1946 | loss: 0.031096 | val_loss: 0.0311422 | Time: 1808.65 ms [2021-06-20 09:36:06 main:581] : INFO : Epoch 1947 | loss: 0.0310951 | val_loss: 0.0311415 | Time: 1858.4 ms [2021-06-20 09:36:08 main:581] : INFO : Epoch 1948 | loss: 0.0310975 | val_loss: 0.0311373 | Time: 1799.96 ms [2021-06-20 09:36:10 main:581] : INFO : Epoch 1949 | loss: 0.0310981 | val_loss: 0.0311398 | Time: 1733.36 ms [2021-06-20 09:36:12 main:581] : INFO : Epoch 1950 | loss: 0.031095 | val_loss: 0.0311395 | Time: 1865.83 ms [2021-06-20 09:36:13 main:581] : INFO : Epoch 1951 | loss: 0.0310943 | val_loss: 0.0311399 | Time: 1858.69 ms [2021-06-20 09:36:15 main:581] : INFO : Epoch 1952 | loss: 0.0310907 | val_loss: 0.0311392 | Time: 1874.61 ms [2021-06-20 09:36:17 main:581] : INFO : Epoch 1953 | loss: 0.0310925 | val_loss: 0.0311432 | Time: 1859.36 ms [2021-06-20 09:36:19 main:581] : INFO : Epoch 1954 | loss: 0.0310899 | val_loss: 0.0311417 | Time: 1905.27 ms [2021-06-20 09:36:21 main:581] : INFO : Epoch 1955 | loss: 0.0310913 | val_loss: 0.0311411 | Time: 1861.29 ms [2021-06-20 09:36:23 main:581] : INFO : Epoch 1956 | loss: 0.0310934 | val_loss: 0.031142 | Time: 1847.99 ms [2021-06-20 09:36:25 main:581] : INFO : Epoch 1957 | loss: 0.03109 | val_loss: 0.0311403 | Time: 1866.7 ms [2021-06-20 09:36:27 main:581] : INFO : Epoch 1958 | loss: 0.0310897 | val_loss: 0.0311459 | Time: 1931.77 ms [2021-06-20 09:36:28 main:581] : INFO : Epoch 1959 | loss: 0.0310927 | val_loss: 0.0311393 | Time: 1783.63 ms [2021-06-20 09:36:30 main:581] : INFO : Epoch 1960 | loss: 0.0310919 | val_loss: 0.031142 | Time: 1858.69 ms [2021-06-20 09:36:32 main:581] : INFO : Epoch 1961 | loss: 0.0310928 | val_loss: 0.0311434 | Time: 1866.65 ms [2021-06-20 09:36:34 main:581] : INFO : Epoch 1962 | loss: 0.0310981 | val_loss: 0.0311404 | Time: 1870.68 ms [2021-06-20 09:36:36 main:581] : INFO : Epoch 1963 | loss: 0.031096 | val_loss: 0.0311361 | Time: 1847.14 ms [2021-06-20 09:36:38 main:581] : INFO : Epoch 1964 | loss: 0.0310975 | val_loss: 0.0311351 | Time: 1866.48 ms [2021-06-20 09:36:39 main:581] : INFO : Epoch 1965 | loss: 0.0310933 | val_loss: 0.0311392 | Time: 1763.34 ms [2021-06-20 09:36:41 main:581] : INFO : Epoch 1966 | loss: 0.031091 | val_loss: 0.0311408 | Time: 1636.55 ms [2021-06-20 09:36:43 main:581] : INFO : Epoch 1967 | loss: 0.0310914 | val_loss: 0.0311444 | Time: 1838.62 ms [2021-06-20 09:36:45 main:581] : INFO : Epoch 1968 | loss: 0.0310946 | val_loss: 0.0311441 | Time: 1860.12 ms [2021-06-20 09:36:47 main:581] : INFO : Epoch 1969 | loss: 0.0310936 | val_loss: 0.0311436 | Time: 1874.75 ms [2021-06-20 09:36:49 main:581] : INFO : Epoch 1970 | loss: 0.0310917 | val_loss: 0.0311433 | Time: 1878.92 ms [2021-06-20 09:36:50 main:581] : INFO : Epoch 1971 | loss: 0.0310895 | val_loss: 0.0311414 | Time: 1880.52 ms [2021-06-20 09:36:52 main:581] : INFO : Epoch 1972 | loss: 0.0310872 | val_loss: 0.0311431 | Time: 1757.07 ms [2021-06-20 09:36:54 main:581] : INFO : Epoch 1973 | loss: 0.0310879 | val_loss: 0.0311414 | Time: 1845.38 ms [2021-06-20 09:36:56 main:581] : INFO : Epoch 1974 | loss: 0.0310875 | val_loss: 0.0311434 | Time: 1869.57 ms [2021-06-20 09:36:58 main:581] : INFO : Epoch 1975 | loss: 0.0310877 | val_loss: 0.0311393 | Time: 1837.21 ms [2021-06-20 09:37:00 main:581] : INFO : Epoch 1976 | loss: 0.0310857 | val_loss: 0.0311401 | Time: 1849.75 ms [2021-06-20 09:37:01 main:581] : INFO : Epoch 1977 | loss: 0.0310857 | val_loss: 0.0311497 | Time: 1778.14 ms [2021-06-20 09:37:03 main:581] : INFO : Epoch 1978 | loss: 0.0310878 | val_loss: 0.0311498 | Time: 1868 ms [2021-06-20 09:37:05 main:581] : INFO : Epoch 1979 | loss: 0.0310882 | val_loss: 0.0311429 | Time: 1863.39 ms [2021-06-20 09:37:07 main:581] : INFO : Epoch 1980 | loss: 0.0310881 | val_loss: 0.0311428 | Time: 1872.92 ms [2021-06-20 09:37:09 main:581] : INFO : Epoch 1981 | loss: 0.0310873 | val_loss: 0.0311393 | Time: 1877.2 ms [2021-06-20 09:37:11 main:581] : INFO : Epoch 1982 | loss: 0.0310891 | val_loss: 0.0311437 | Time: 1877.72 ms [2021-06-20 09:37:13 main:581] : INFO : Epoch 1983 | loss: 0.0310923 | val_loss: 0.0311451 | Time: 1888.72 ms [2021-06-20 09:37:15 main:581] : INFO : Epoch 1984 | loss: 0.0310914 | val_loss: 0.0311443 | Time: 1911.82 ms [2021-06-20 09:37:16 main:581] : INFO : Epoch 1985 | loss: 0.0310926 | val_loss: 0.0311467 | Time: 1818.97 ms [2021-06-20 09:37:18 main:581] : INFO : Epoch 1986 | loss: 0.0310885 | val_loss: 0.0311407 | Time: 1944.69 ms [2021-06-20 09:37:20 main:581] : INFO : Epoch 1987 | loss: 0.0310921 | val_loss: 0.0311437 | Time: 1846.78 ms [2021-06-20 09:37:22 main:581] : INFO : Epoch 1988 | loss: 0.0310872 | val_loss: 0.0311472 | Time: 1850.4 ms [2021-06-20 09:37:24 main:581] : INFO : Epoch 1989 | loss: 0.0310896 | val_loss: 0.0311427 | Time: 1854.35 ms [2021-06-20 09:37:26 main:581] : INFO : Epoch 1990 | loss: 0.0310915 | val_loss: 0.0311442 | Time: 1871.27 ms [2021-06-20 09:37:28 main:581] : INFO : Epoch 1991 | loss: 0.031094 | val_loss: 0.0311421 | Time: 1858.82 ms [2021-06-20 09:37:29 main:581] : INFO : Epoch 1992 | loss: 0.0310941 | val_loss: 0.0311395 | Time: 1863.96 ms [2021-06-20 09:37:31 main:581] : INFO : Epoch 1993 | loss: 0.0310917 | val_loss: 0.0311406 | Time: 1902.55 ms [2021-06-20 09:37:33 main:581] : INFO : Epoch 1994 | loss: 0.03109 | val_loss: 0.0311424 | Time: 1795.29 ms [2021-06-20 09:37:35 main:581] : INFO : Epoch 1995 | loss: 0.0310909 | val_loss: 0.0311415 | Time: 1865.06 ms [2021-06-20 09:37:37 main:581] : INFO : Epoch 1996 | loss: 0.0310994 | val_loss: 0.0311404 | Time: 1874.09 ms [2021-06-20 09:37:39 main:581] : INFO : Epoch 1997 | loss: 0.0310949 | val_loss: 0.0311428 | Time: 1867.42 ms [2021-06-20 09:37:41 main:581] : INFO : Epoch 1998 | loss: 0.0310896 | val_loss: 0.0311396 | Time: 1826.82 ms [2021-06-20 09:37:42 main:581] : INFO : Epoch 1999 | loss: 0.0310887 | val_loss: 0.0311454 | Time: 1857.12 ms [2021-06-20 09:37:44 main:581] : INFO : Epoch 2000 | loss: 0.0310948 | val_loss: 0.0311464 | Time: 1880.38 ms [2021-06-20 09:37:46 main:581] : INFO : Epoch 2001 | loss: 0.0310908 | val_loss: 0.0311448 | Time: 1908.54 ms [2021-06-20 09:37:48 main:581] : INFO : Epoch 2002 | loss: 0.0310976 | val_loss: 0.0311397 | Time: 1908.95 ms [2021-06-20 09:37:50 main:581] : INFO : Epoch 2003 | loss: 0.0310934 | val_loss: 0.0311414 | Time: 1897.38 ms [2021-06-20 09:37:52 main:581] : INFO : Epoch 2004 | loss: 0.0310895 | val_loss: 0.0311422 | Time: 1806.87 ms [2021-06-20 09:37:54 main:581] : INFO : Epoch 2005 | loss: 0.0310881 | val_loss: 0.0311435 | Time: 1880.7 ms [2021-06-20 09:37:56 main:581] : INFO : Epoch 2006 | loss: 0.0310877 | val_loss: 0.0311469 | Time: 1842.4 ms [2021-06-20 09:37:57 main:581] : INFO : Epoch 2007 | loss: 0.0310987 | val_loss: 0.031143 | Time: 1889.81 ms [2021-06-20 09:37:59 main:581] : INFO : Epoch 2008 | loss: 0.0310962 | val_loss: 0.0311396 | Time: 1876.58 ms [2021-06-20 09:38:01 main:581] : INFO : Epoch 2009 | loss: 0.0310918 | val_loss: 0.0311393 | Time: 1875.84 ms [2021-06-20 09:38:03 main:581] : INFO : Epoch 2010 | loss: 0.0310898 | val_loss: 0.0311383 | Time: 1808.36 ms [2021-06-20 09:38:05 main:581] : INFO : Epoch 2011 | loss: 0.0310924 | val_loss: 0.0311396 | Time: 1841.81 ms [2021-06-20 09:38:07 main:581] : INFO : Epoch 2012 | loss: 0.0310903 | val_loss: 0.0311448 | Time: 1858.86 ms [2021-06-20 09:38:09 main:581] : INFO : Epoch 2013 | loss: 0.0310866 | val_loss: 0.0311435 | Time: 1805.98 ms [2021-06-20 09:38:10 main:581] : INFO : Epoch 2014 | loss: 0.0310868 | val_loss: 0.0311388 | Time: 1866.86 ms [2021-06-20 09:38:12 main:581] : INFO : Epoch 2015 | loss: 0.0310855 | val_loss: 0.031141 | Time: 1862.74 ms [2021-06-20 09:38:14 main:581] : INFO : Epoch 2016 | loss: 0.0310853 | val_loss: 0.031142 | Time: 1890.17 ms [2021-06-20 09:38:16 main:581] : INFO : Epoch 2017 | loss: 0.0310848 | val_loss: 0.031142 | Time: 1860.41 ms [2021-06-20 09:38:18 main:581] : INFO : Epoch 2018 | loss: 0.0310847 | val_loss: 0.0311386 | Time: 1777.02 ms [2021-06-20 09:38:20 main:581] : INFO : Epoch 2019 | loss: 0.0310889 | val_loss: 0.031138 | Time: 1873.24 ms [2021-06-20 09:38:21 main:581] : INFO : Epoch 2020 | loss: 0.0310878 | val_loss: 0.03114 | Time: 1798.58 ms [2021-06-20 09:38:23 main:581] : INFO : Epoch 2021 | loss: 0.0310879 | val_loss: 0.0311506 | Time: 1825.15 ms [2021-06-20 09:38:25 main:581] : INFO : Epoch 2022 | loss: 0.0310932 | val_loss: 0.031147 | Time: 1862.59 ms [2021-06-20 09:38:27 main:581] : INFO : Epoch 2023 | loss: 0.0310973 | val_loss: 0.0311381 | Time: 1876.97 ms [2021-06-20 09:38:29 main:581] : INFO : Epoch 2024 | loss: 0.0311016 | val_loss: 0.0311417 | Time: 1900.08 ms [2021-06-20 09:38:31 main:581] : INFO : Epoch 2025 | loss: 0.0310974 | val_loss: 0.0311456 | Time: 1887.21 ms [2021-06-20 09:38:33 main:581] : INFO : Epoch 2026 | loss: 0.0310947 | val_loss: 0.0311386 | Time: 1845.01 ms [2021-06-20 09:38:34 main:581] : INFO : Epoch 2027 | loss: 0.0310935 | val_loss: 0.0311437 | Time: 1836.4 ms [2021-06-20 09:38:36 main:581] : INFO : Epoch 2028 | loss: 0.0310916 | val_loss: 0.0311421 | Time: 1866.88 ms [2021-06-20 09:38:38 main:581] : INFO : Epoch 2029 | loss: 0.0310897 | val_loss: 0.0311394 | Time: 1843.44 ms [2021-06-20 09:38:40 main:581] : INFO : Epoch 2030 | loss: 0.0310884 | val_loss: 0.0311447 | Time: 1858.48 ms [2021-06-20 09:38:42 main:581] : INFO : Epoch 2031 | loss: 0.0310902 | val_loss: 0.0311417 | Time: 1868.85 ms [2021-06-20 09:38:44 main:581] : INFO : Epoch 2032 | loss: 0.0310912 | val_loss: 0.031143 | Time: 1920.16 ms [2021-06-20 09:38:46 main:581] : INFO : Epoch 2033 | loss: 0.0310905 | val_loss: 0.0311425 | Time: 1927.85 ms [2021-06-20 09:38:48 main:581] : INFO : Epoch 2034 | loss: 0.0310891 | val_loss: 0.0311406 | Time: 1852.94 ms [2021-06-20 09:38:50 main:581] : INFO : Epoch 2035 | loss: 0.031095 | val_loss: 0.0311466 | Time: 1871.51 ms [2021-06-20 09:38:51 main:581] : INFO : Epoch 2036 | loss: 0.0311014 | val_loss: 0.0311392 | Time: 1808.85 ms [2021-06-20 09:38:53 main:581] : INFO : Epoch 2037 | loss: 0.0310973 | val_loss: 0.0311443 | Time: 1837.35 ms [2021-06-20 09:38:55 main:581] : INFO : Epoch 2038 | loss: 0.031095 | val_loss: 0.0311446 | Time: 1857.78 ms [2021-06-20 09:38:57 main:581] : INFO : Epoch 2039 | loss: 0.0310925 | val_loss: 0.0311442 | Time: 1867.64 ms [2021-06-20 09:38:59 main:581] : INFO : Epoch 2040 | loss: 0.0310902 | val_loss: 0.0311414 | Time: 1863.4 ms [2021-06-20 09:39:01 main:581] : INFO : Epoch 2041 | loss: 0.0310921 | val_loss: 0.031139 | Time: 1850.49 ms [2021-06-20 09:39:02 main:581] : INFO : Epoch 2042 | loss: 0.0310867 | val_loss: 0.0311433 | Time: 1869.16 ms [2021-06-20 09:39:04 main:581] : INFO : Epoch 2043 | loss: 0.0310862 | val_loss: 0.0311485 | Time: 1845.86 ms [2021-06-20 09:39:06 main:581] : INFO : Epoch 2044 | loss: 0.0310861 | val_loss: 0.031145 | Time: 1785.58 ms [2021-06-20 09:39:08 main:581] : INFO : Epoch 2045 | loss: 0.0310877 | val_loss: 0.0311443 | Time: 1868.54 ms [2021-06-20 09:39:10 main:581] : INFO : Epoch 2046 | loss: 0.0310872 | val_loss: 0.031146 | Time: 1841.45 ms [2021-06-20 09:39:12 main:581] : INFO : Epoch 2047 | loss: 0.0310857 | val_loss: 0.0311437 | Time: 1798.61 ms [2021-06-20 09:39:13 main:581] : INFO : Epoch 2048 | loss: 0.0310855 | val_loss: 0.0311469 | Time: 1844.54 ms [2021-06-20 09:39:13 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311469 [2021-06-20 09:39:13 main:610] : INFO : Saving end state to config to file [2021-06-20 09:39:13 main:615] : INFO : Success, exiting.. 09:39:13 (2975622): 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)