Task 3521861
| Name | ParityModified-1609264355-20129-0_1 |
| Workunit | 1709803 |
| Created | 3 Jan 2021, 18:33:45 UTC |
| Sent | 3 Jan 2021, 20:18:13 UTC |
| Report deadline | 11 Jan 2021, 20:18:13 UTC |
| Received | 6 Jan 2021, 15:24:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5849 |
| Run time | 1 hours 3 min 25 sec |
| CPU time | 1 hours 2 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,792.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :41 main:574] : INFO : Epoch 1542 | loss: 0.0309771 | val_loss: 0.0313618 | Time: 1940.09 ms [2021-01-06 08:08:43 main:574] : INFO : Epoch 1543 | loss: 0.0309749 | val_loss: 0.0313093 | Time: 1747.78 ms [2021-01-06 08:08:45 main:574] : INFO : Epoch 1544 | loss: 0.03097 | val_loss: 0.0313337 | Time: 1887.48 ms [2021-01-06 08:08:46 main:574] : INFO : Epoch 1545 | loss: 0.0309732 | val_loss: 0.0313112 | Time: 1781.06 ms [2021-01-06 08:08:48 main:574] : INFO : Epoch 1546 | loss: 0.0309791 | val_loss: 0.0313177 | Time: 1875.01 ms [2021-01-06 08:08:50 main:574] : INFO : Epoch 1547 | loss: 0.0309769 | val_loss: 0.0313301 | Time: 1867.78 ms [2021-01-06 08:08:52 main:574] : INFO : Epoch 1548 | loss: 0.0309815 | val_loss: 0.0312969 | Time: 1779.98 ms [2021-01-06 08:08:54 main:574] : INFO : Epoch 1549 | loss: 0.0309986 | val_loss: 0.0312981 | Time: 1881.94 ms [2021-01-06 08:08:56 main:574] : INFO : Epoch 1550 | loss: 0.0309894 | val_loss: 0.0313609 | Time: 1757.68 ms [2021-01-06 08:08:58 main:574] : INFO : Epoch 1551 | loss: 0.0309905 | val_loss: 0.0313785 | Time: 1917.15 ms [2021-01-06 08:08:59 main:574] : INFO : Epoch 1552 | loss: 0.0309823 | val_loss: 0.0313289 | Time: 1738.02 ms [2021-01-06 08:09:01 main:574] : INFO : Epoch 1553 | loss: 0.0309787 | val_loss: 0.0313241 | Time: 1986.12 ms [2021-01-06 08:09:03 main:574] : INFO : Epoch 1554 | loss: 0.0309842 | val_loss: 0.031349 | Time: 1728.2 ms [2021-01-06 08:09:05 main:574] : INFO : Epoch 1555 | loss: 0.0309912 | val_loss: 0.0313057 | Time: 1931.22 ms [2021-01-06 08:09:07 main:574] : INFO : Epoch 1556 | loss: 0.0309817 | val_loss: 0.0313133 | Time: 1729.74 ms [2021-01-06 08:09:09 main:574] : INFO : Epoch 1557 | loss: 0.030982 | val_loss: 0.0313227 | Time: 1890.33 ms [2021-01-06 08:09:11 main:574] : INFO : Epoch 1558 | loss: 0.030977 | val_loss: 0.0313725 | Time: 1802.93 ms [2021-01-06 08:09:12 main:574] : INFO : Epoch 1559 | loss: 0.0309724 | val_loss: 0.0313092 | Time: 1910.48 ms [2021-01-06 08:09:14 main:574] : INFO : Epoch 1560 | loss: 0.0309829 | val_loss: 0.0312957 | Time: 1844.54 ms [2021-01-06 08:09:16 main:574] : INFO : Epoch 1561 | loss: 0.0309757 | val_loss: 0.0313492 | Time: 1826.08 ms [2021-01-06 08:09:18 main:574] : INFO : Epoch 1562 | loss: 0.0309746 | val_loss: 0.0313457 | Time: 1895.28 ms [2021-01-06 08:09:20 main:574] : INFO : Epoch 1563 | loss: 0.0309771 | val_loss: 0.0313456 | Time: 1773.6 ms [2021-01-06 08:09:22 main:574] : INFO : Epoch 1564 | loss: 0.0309782 | val_loss: 0.0313229 | Time: 1919.3 ms [2021-01-06 08:09:24 main:574] : INFO : Epoch 1565 | loss: 0.0309801 | val_loss: 0.0313592 | Time: 1711.78 ms [2021-01-06 08:09:26 main:574] : INFO : Epoch 1566 | loss: 0.0309755 | val_loss: 0.0313057 | Time: 1982.49 ms [2021-01-06 08:09:27 main:574] : INFO : Epoch 1567 | loss: 0.0309796 | val_loss: 0.0312987 | Time: 1754.27 ms [2021-01-06 08:09:29 main:574] : INFO : Epoch 1568 | loss: 0.0309753 | val_loss: 0.0313336 | Time: 1911.9 ms [2021-01-06 08:09:31 main:574] : INFO : Epoch 1569 | loss: 0.0309778 | val_loss: 0.0313493 | Time: 1748.39 ms [2021-01-06 08:09:33 main:574] : INFO : Epoch 1570 | loss: 0.0309671 | val_loss: 0.031344 | Time: 1927.44 ms [2021-01-06 08:09:35 main:574] : INFO : Epoch 1571 | loss: 0.0309693 | val_loss: 0.0313198 | Time: 1751.9 ms [2021-01-06 08:09:37 main:574] : INFO : Epoch 1572 | loss: 0.0309799 | val_loss: 0.0313637 | Time: 1853.35 ms [2021-01-06 08:09:38 main:574] : INFO : Epoch 1573 | loss: 0.0309682 | val_loss: 0.0313349 | Time: 1828.83 ms [2021-01-06 08:09:40 main:574] : INFO : Epoch 1574 | loss: 0.0309723 | val_loss: 0.031349 | Time: 1788.4 ms [2021-01-06 08:09:42 main:574] : INFO : Epoch 1575 | loss: 0.0309733 | val_loss: 0.031359 | Time: 1883.67 ms [2021-01-06 08:09:44 main:574] : INFO : Epoch 1576 | loss: 0.0309728 | val_loss: 0.0313204 | Time: 1755.35 ms [2021-01-06 08:09:46 main:574] : INFO : Epoch 1577 | loss: 0.0309734 | val_loss: 0.0313287 | Time: 1960.09 ms [2021-01-06 08:09:48 main:574] : INFO : Epoch 1578 | loss: 0.0309814 | val_loss: 0.0313225 | Time: 1759.14 ms [2021-01-06 08:09:50 main:574] : INFO : Epoch 1579 | loss: 0.0309692 | val_loss: 0.0313292 | Time: 1960.38 ms [2021-01-06 08:09:51 main:574] : INFO : Epoch 1580 | loss: 0.0309885 | val_loss: 0.0313441 | Time: 1756.76 ms [2021-01-06 08:09:53 main:574] : INFO : Epoch 1581 | loss: 0.0309876 | val_loss: 0.0313304 | Time: 1916.98 ms [2021-01-06 08:09:55 main:574] : INFO : Epoch 1582 | loss: 0.0309816 | val_loss: 0.0313049 | Time: 1778.72 ms [2021-01-06 08:09:57 main:574] : INFO : Epoch 1583 | loss: 0.0309876 | val_loss: 0.0313349 | Time: 1940.66 ms [2021-01-06 08:09:59 main:574] : INFO : Epoch 1584 | loss: 0.0309788 | val_loss: 0.031353 | Time: 1808.42 ms [2021-01-06 08:10:01 main:574] : INFO : Epoch 1585 | loss: 0.0309746 | val_loss: 0.0313437 | Time: 1923.45 ms [2021-01-06 08:10:03 main:574] : INFO : Epoch 1586 | loss: 0.0309757 | val_loss: 0.0313327 | Time: 1825.04 ms [2021-01-06 08:10:04 main:574] : INFO : Epoch 1587 | loss: 0.0309772 | val_loss: 0.0313104 | Time: 1816.78 ms [2021-01-06 08:10:06 main:574] : INFO : Epoch 1588 | loss: 0.0309744 | val_loss: 0.0313463 | Time: 1898.89 ms [2021-01-06 08:10:08 main:574] : INFO : Epoch 1589 | loss: 0.0309803 | val_loss: 0.0313096 | Time: 1777.82 ms [2021-01-06 08:10:10 main:574] : INFO : Epoch 1590 | loss: 0.0309794 | val_loss: 0.0313385 | Time: 1897.83 ms [2021-01-06 08:10:12 main:574] : INFO : Epoch 1591 | loss: 0.0309757 | val_loss: 0.0313345 | Time: 1756.7 ms [2021-01-06 08:10:14 main:574] : INFO : Epoch 1592 | loss: 0.031006 | val_loss: 0.03125 | Time: 1914.59 ms [2021-01-06 08:10:16 main:574] : INFO : Epoch 1593 | loss: 0.0310104 | val_loss: 0.0313306 | Time: 1754.73 ms [2021-01-06 08:10:18 main:574] : INFO : Epoch 1594 | loss: 0.030994 | val_loss: 0.0313194 | Time: 1949.88 ms [2021-01-06 08:10:19 main:574] : INFO : Epoch 1595 | loss: 0.030982 | val_loss: 0.0313215 | Time: 1789.73 ms [2021-01-06 08:10:21 main:574] : INFO : Epoch 1596 | loss: 0.0309702 | val_loss: 0.0313456 | Time: 1955.5 ms [2021-01-06 08:10:23 main:574] : INFO : Epoch 1597 | loss: 0.0309647 | val_loss: 0.0313519 | Time: 1758.88 ms [2021-01-06 08:10:25 main:574] : INFO : Epoch 1598 | loss: 0.0309695 | val_loss: 0.0313856 | Time: 1912.09 ms [2021-01-06 08:10:27 main:574] : INFO : Epoch 1599 | loss: 0.0309789 | val_loss: 0.0312959 | Time: 1779.5 ms [2021-01-06 08:10:29 main:574] : INFO : Epoch 1600 | loss: 0.0309849 | val_loss: 0.0313458 | Time: 1816.92 ms [2021-01-06 08:10:30 main:574] : INFO : Epoch 1601 | loss: 0.0309903 | val_loss: 0.0313503 | Time: 1849.2 ms [2021-01-06 08:10:32 main:574] : INFO : Epoch 1602 | loss: 0.0309827 | val_loss: 0.031303 | Time: 1774 ms [2021-01-06 08:10:34 main:574] : INFO : Epoch 1603 | loss: 0.0309808 | val_loss: 0.0313378 | Time: 1957.67 ms [2021-01-06 08:10:36 main:574] : INFO : Epoch 1604 | loss: 0.0309745 | val_loss: 0.0313027 | Time: 1759.8 ms [2021-01-06 08:10:38 main:574] : INFO : Epoch 1605 | loss: 0.0309774 | val_loss: 0.0313457 | Time: 1937.02 ms [2021-01-06 08:10:40 main:574] : INFO : Epoch 1606 | loss: 0.0309703 | val_loss: 0.0313171 | Time: 1743.17 ms [2021-01-06 08:10:42 main:574] : INFO : Epoch 1607 | loss: 0.0309656 | val_loss: 0.0313592 | Time: 1915.5 ms [2021-01-06 08:10:43 main:574] : INFO : Epoch 1608 | loss: 0.0309724 | val_loss: 0.0313234 | Time: 1742.89 ms [2021-01-06 08:10:45 main:574] : INFO : Epoch 1609 | loss: 0.0309782 | val_loss: 0.0313185 | Time: 1918.88 ms [2021-01-06 08:10:47 main:574] : INFO : Epoch 1610 | loss: 0.0309955 | val_loss: 0.0313135 | Time: 1735.7 ms [2021-01-06 08:10:49 main:574] : INFO : Epoch 1611 | loss: 0.0310112 | val_loss: 0.0312868 | Time: 1843.33 ms [2021-01-06 08:10:51 main:574] : INFO : Epoch 1612 | loss: 0.0309876 | val_loss: 0.031309 | Time: 1843.29 ms [2021-01-06 08:10:53 main:574] : INFO : Epoch 1613 | loss: 0.0309817 | val_loss: 0.0312888 | Time: 1820.48 ms [2021-01-06 08:10:55 main:574] : INFO : Epoch 1614 | loss: 0.0309809 | val_loss: 0.0313181 | Time: 1874.45 ms [2021-01-06 08:10:56 main:574] : INFO : Epoch 1615 | loss: 0.0309751 | val_loss: 0.0313558 | Time: 1733.37 ms [2021-01-06 08:10:58 main:574] : INFO : Epoch 1616 | loss: 0.0309751 | val_loss: 0.0313216 | Time: 1888.44 ms [2021-01-06 08:11:00 main:574] : INFO : Epoch 1617 | loss: 0.0309781 | val_loss: 0.0313406 | Time: 1766.52 ms [2021-01-06 08:11:02 main:574] : INFO : Epoch 1618 | loss: 0.0309755 | val_loss: 0.0313412 | Time: 1929 ms [2021-01-06 08:11:04 main:574] : INFO : Epoch 1619 | loss: 0.0309833 | val_loss: 0.0313373 | Time: 1762.13 ms [2021-01-06 08:11:06 main:574] : INFO : Epoch 1620 | loss: 0.0309773 | val_loss: 0.0313481 | Time: 1895.81 ms [2021-01-06 08:11:07 main:574] : INFO : Epoch 1621 | loss: 0.0309736 | val_loss: 0.0313248 | Time: 1745.18 ms [2021-01-06 08:11:09 main:574] : INFO : Epoch 1622 | loss: 0.0309705 | val_loss: 0.0313305 | Time: 1908.55 ms [2021-01-06 08:11:11 main:574] : INFO : Epoch 1623 | loss: 0.0309858 | val_loss: 0.0313378 | Time: 1786.61 ms [2021-01-06 08:11:13 main:574] : INFO : Epoch 1624 | loss: 0.0309859 | val_loss: 0.0313441 | Time: 1887.35 ms [2021-01-06 08:11:15 main:574] : INFO : Epoch 1625 | loss: 0.0309772 | val_loss: 0.0313015 | Time: 1889.31 ms [2021-01-06 08:11:17 main:574] : INFO : Epoch 1626 | loss: 0.0309785 | val_loss: 0.0313075 | Time: 1812.25 ms [2021-01-06 08:11:19 main:574] : INFO : Epoch 1627 | loss: 0.0310033 | val_loss: 0.031344 | Time: 1886.53 ms [2021-01-06 08:11:20 main:574] : INFO : Epoch 1628 | loss: 0.0309919 | val_loss: 0.031295 | Time: 1763.46 ms [2021-01-06 08:11:22 main:574] : INFO : Epoch 1629 | loss: 0.0309781 | val_loss: 0.0313833 | Time: 1915.57 ms [2021-01-06 08:11:24 main:574] : INFO : Epoch 1630 | loss: 0.0309749 | val_loss: 0.0313627 | Time: 1718.7 ms [2021-01-06 08:11:26 main:574] : INFO : Epoch 1631 | loss: 0.0309734 | val_loss: 0.0313115 | Time: 1937.4 ms [2021-01-06 08:11:28 main:574] : INFO : Epoch 1632 | loss: 0.0309757 | val_loss: 0.0313548 | Time: 1770.07 ms [2021-01-06 08:11:30 main:574] : INFO : Epoch 1633 | loss: 0.0309757 | val_loss: 0.0312993 | Time: 1922.75 ms [2021-01-06 08:11:31 main:574] : INFO : Epoch 1634 | loss: 0.0309776 | val_loss: 0.031315 | Time: 1725.68 ms [2021-01-06 08:11:33 main:574] : INFO : Epoch 1635 | loss: 0.0309841 | val_loss: 0.0313629 | Time: 1963.94 ms [2021-01-06 08:11:35 main:574] : INFO : Epoch 1636 | loss: 0.0309877 | val_loss: 0.0313187 | Time: 1782.3 ms [2021-01-06 08:11:37 main:574] : INFO : Epoch 1637 | loss: 0.0309829 | val_loss: 0.0313423 | Time: 1867.16 ms [2021-01-06 08:11:39 main:574] : INFO : Epoch 1638 | loss: 0.0309794 | val_loss: 0.0313644 | Time: 1830.39 ms [2021-01-06 08:11:41 main:574] : INFO : Epoch 1639 | loss: 0.0309768 | val_loss: 0.0313182 | Time: 1825.9 ms [2021-01-06 08:11:43 main:574] : INFO : Epoch 1640 | loss: 0.0309774 | val_loss: 0.0313458 | Time: 1889.76 ms [2021-01-06 08:11:44 main:574] : INFO : Epoch 1641 | loss: 0.0309704 | val_loss: 0.0313526 | Time: 1777.82 ms [2021-01-06 08:11:46 main:574] : INFO : Epoch 1642 | loss: 0.0309706 | val_loss: 0.0313131 | Time: 1894.98 ms [2021-01-06 08:11:48 main:574] : INFO : Epoch 1643 | loss: 0.0309781 | val_loss: 0.0313317 | Time: 1742.64 ms [2021-01-06 08:11:50 main:574] : INFO : Epoch 1644 | loss: 0.0309704 | val_loss: 0.031366 | Time: 1971.78 ms [2021-01-06 08:11:52 main:574] : INFO : Epoch 1645 | loss: 0.0309629 | val_loss: 0.0313402 | Time: 1746.62 ms [2021-01-06 08:11:54 main:574] : INFO : Epoch 1646 | loss: 0.0309719 | val_loss: 0.0313165 | Time: 1898.69 ms [2021-01-06 08:11:56 main:574] : INFO : Epoch 1647 | loss: 0.0309818 | val_loss: 0.0313598 | Time: 1742.81 ms [2021-01-06 08:11:57 main:574] : INFO : Epoch 1648 | loss: 0.0309827 | val_loss: 0.0313252 | Time: 1937.75 ms [2021-01-06 08:11:59 main:574] : INFO : Epoch 1649 | loss: 0.0309788 | val_loss: 0.0313407 | Time: 1792.23 ms [2021-01-06 08:12:01 main:574] : INFO : Epoch 1650 | loss: 0.0309805 | val_loss: 0.0312996 | Time: 1821.39 ms [2021-01-06 08:12:03 main:574] : INFO : Epoch 1651 | loss: 0.0309843 | val_loss: 0.0312824 | Time: 1892.69 ms [2021-01-06 08:12:05 main:574] : INFO : Epoch 1652 | loss: 0.0309863 | val_loss: 0.0313424 | Time: 1836.3 ms [2021-01-06 08:12:07 main:574] : INFO : Epoch 1653 | loss: 0.0309862 | val_loss: 0.0313274 | Time: 1908.93 ms [2021-01-06 08:12:09 main:574] : INFO : Epoch 1654 | loss: 0.0309827 | val_loss: 0.0313177 | Time: 1734.56 ms [2021-01-06 08:12:10 main:574] : INFO : Epoch 1655 | loss: 0.0309818 | val_loss: 0.0313469 | Time: 1939.76 ms [2021-01-06 08:12:12 main:574] : INFO : Epoch 1656 | loss: 0.0309818 | val_loss: 0.0313579 | Time: 1795.17 ms [2021-01-06 08:12:14 main:574] : INFO : Epoch 1657 | loss: 0.0309747 | val_loss: 0.0313403 | Time: 1948.32 ms [2021-01-06 08:12:16 main:574] : INFO : Epoch 1658 | loss: 0.0309731 | val_loss: 0.0313051 | Time: 1773.19 ms [2021-01-06 08:12:18 main:574] : INFO : Epoch 1659 | loss: 0.0309882 | val_loss: 0.0313435 | Time: 1924.52 ms [2021-01-06 08:12:20 main:574] : INFO : Epoch 1660 | loss: 0.0309896 | val_loss: 0.0313201 | Time: 1728.18 ms [2021-01-06 08:12:22 main:574] : INFO : Epoch 1661 | loss: 0.0309864 | val_loss: 0.0313151 | Time: 1888.33 ms [2021-01-06 08:12:23 main:574] : INFO : Epoch 1662 | loss: 0.0309755 | val_loss: 0.031306 | Time: 1759.23 ms [2021-01-06 08:12:25 main:574] : INFO : Epoch 1663 | loss: 0.0309752 | val_loss: 0.0313353 | Time: 1882.67 ms [2021-01-06 08:12:27 main:574] : INFO : Epoch 1664 | loss: 0.0309793 | val_loss: 0.0313381 | Time: 1804.55 ms [2021-01-06 08:12:29 main:574] : INFO : Epoch 1665 | loss: 0.0309708 | val_loss: 0.0313218 | Time: 1840.69 ms [2021-01-06 08:12:31 main:574] : INFO : Epoch 1666 | loss: 0.0309735 | val_loss: 0.0313144 | Time: 1888.95 ms [2021-01-06 08:12:33 main:574] : INFO : Epoch 1667 | loss: 0.030976 | val_loss: 0.0313371 | Time: 1794.54 ms [2021-01-06 08:12:35 main:574] : INFO : Epoch 1668 | loss: 0.0309752 | val_loss: 0.0313205 | Time: 1908.82 ms [2021-01-06 08:12:36 main:574] : INFO : Epoch 1669 | loss: 0.0309867 | val_loss: 0.0313346 | Time: 1741.46 ms [2021-01-06 08:12:38 main:574] : INFO : Epoch 1670 | loss: 0.030975 | val_loss: 0.0313455 | Time: 1954.62 ms [2021-01-06 08:12:40 main:574] : INFO : Epoch 1671 | loss: 0.0309825 | val_loss: 0.0313092 | Time: 1746.86 ms [2021-01-06 08:12:42 main:574] : INFO : Epoch 1672 | loss: 0.0309753 | val_loss: 0.031327 | Time: 1968.66 ms [2021-01-06 08:12:44 main:574] : INFO : Epoch 1673 | loss: 0.0309702 | val_loss: 0.0313478 | Time: 1740.83 ms [2021-01-06 08:12:46 main:574] : INFO : Epoch 1674 | loss: 0.0309774 | val_loss: 0.0313501 | Time: 1906.19 ms [2021-01-06 08:12:48 main:574] : INFO : Epoch 1675 | loss: 0.0309876 | val_loss: 0.0313258 | Time: 1783.02 ms [2021-01-06 08:12:49 main:574] : INFO : Epoch 1676 | loss: 0.0309859 | val_loss: 0.0313341 | Time: 1861.28 ms [2021-01-06 08:12:51 main:574] : INFO : Epoch 1677 | loss: 0.030983 | val_loss: 0.0313583 | Time: 1828.47 ms [2021-01-06 08:12:53 main:574] : INFO : Epoch 1678 | loss: 0.0309824 | val_loss: 0.031291 | Time: 1792.88 ms [2021-01-06 08:12:55 main:574] : INFO : Epoch 1679 | loss: 0.0309738 | val_loss: 0.031357 | Time: 1902.73 ms [2021-01-06 08:12:57 main:574] : INFO : Epoch 1680 | loss: 0.0309682 | val_loss: 0.0313355 | Time: 1763.61 ms [2021-01-06 08:12:59 main:574] : INFO : Epoch 1681 | loss: 0.0309749 | val_loss: 0.0313625 | Time: 1909.79 ms [2021-01-06 08:13:00 main:574] : INFO : Epoch 1682 | loss: 0.0309856 | val_loss: 0.0313628 | Time: 1718.21 ms [2021-01-06 08:13:02 main:574] : INFO : Epoch 1683 | loss: 0.030984 | val_loss: 0.0313636 | Time: 1931.34 ms [2021-01-06 08:13:04 main:574] : INFO : Epoch 1684 | loss: 0.0309723 | val_loss: 0.031321 | Time: 1734.09 ms [2021-01-06 08:13:06 main:574] : INFO : Epoch 1685 | loss: 0.0309797 | val_loss: 0.0313591 | Time: 1945.56 ms [2021-01-06 08:13:08 main:574] : INFO : Epoch 1686 | loss: 0.0309825 | val_loss: 0.0313353 | Time: 1740.12 ms [2021-01-06 08:13:10 main:574] : INFO : Epoch 1687 | loss: 0.0309797 | val_loss: 0.0313903 | Time: 1980.91 ms [2021-01-06 08:13:12 main:574] : INFO : Epoch 1688 | loss: 0.0309861 | val_loss: 0.0312969 | Time: 1833.3 ms [2021-01-06 08:13:14 main:574] : INFO : Epoch 1689 | loss: 0.0309972 | val_loss: 0.0313408 | Time: 1873.67 ms [2021-01-06 08:13:15 main:574] : INFO : Epoch 1690 | loss: 0.0309825 | val_loss: 0.0313037 | Time: 1829.65 ms [2021-01-06 08:13:17 main:574] : INFO : Epoch 1691 | loss: 0.0309768 | val_loss: 0.0313539 | Time: 1851.22 ms [2021-01-06 08:13:19 main:574] : INFO : Epoch 1692 | loss: 0.03097 | val_loss: 0.0313516 | Time: 1828.08 ms [2021-01-06 08:13:21 main:574] : INFO : Epoch 1693 | loss: 0.0309682 | val_loss: 0.0313605 | Time: 1797.7 ms [2021-01-06 08:13:23 main:574] : INFO : Epoch 1694 | loss: 0.0309703 | val_loss: 0.0313327 | Time: 1896.68 ms [2021-01-06 08:13:25 main:574] : INFO : Epoch 1695 | loss: 0.0309664 | val_loss: 0.0313163 | Time: 1764.68 ms [2021-01-06 08:13:27 main:574] : INFO : Epoch 1696 | loss: 0.0309659 | val_loss: 0.0313256 | Time: 1888.55 ms [2021-01-06 08:13:28 main:574] : INFO : Epoch 1697 | loss: 0.0309776 | val_loss: 0.03134 | Time: 1741.7 ms [2021-01-06 08:13:30 main:574] : INFO : Epoch 1698 | loss: 0.030981 | val_loss: 0.0313204 | Time: 1903.73 ms [2021-01-06 08:13:32 main:574] : INFO : Epoch 1699 | loss: 0.030981 | val_loss: 0.0313303 | Time: 1700.31 ms [2021-01-06 08:13:34 main:574] : INFO : Epoch 1700 | loss: 0.0309772 | val_loss: 0.0313541 | Time: 1965.06 ms [2021-01-06 08:13:36 main:574] : INFO : Epoch 1701 | loss: 0.030975 | val_loss: 0.0313642 | Time: 1753.23 ms [2021-01-06 08:13:38 main:574] : INFO : Epoch 1702 | loss: 0.0309739 | val_loss: 0.0313258 | Time: 1873.68 ms [2021-01-06 08:13:39 main:574] : INFO : Epoch 1703 | loss: 0.0309891 | val_loss: 0.0312931 | Time: 1871.02 ms [2021-01-06 08:13:41 main:574] : INFO : Epoch 1704 | loss: 0.0310235 | val_loss: 0.031289 | Time: 1937.43 ms [2021-01-06 08:13:43 main:574] : INFO : Epoch 1705 | loss: 0.0309993 | val_loss: 0.0313298 | Time: 1842.13 ms [2021-01-06 08:13:45 main:574] : INFO : Epoch 1706 | loss: 0.03098 | val_loss: 0.0313418 | Time: 1776.18 ms [2021-01-06 08:13:47 main:574] : INFO : Epoch 1707 | loss: 0.0309784 | val_loss: 0.0313366 | Time: 1948.9 ms [2021-01-06 08:13:49 main:574] : INFO : Epoch 1708 | loss: 0.0309671 | val_loss: 0.0313704 | Time: 1768.49 ms [2021-01-06 08:13:51 main:574] : INFO : Epoch 1709 | loss: 0.0309651 | val_loss: 0.0313501 | Time: 1944.23 ms [2021-01-06 08:13:53 main:574] : INFO : Epoch 1710 | loss: 0.0309634 | val_loss: 0.0313385 | Time: 1718.13 ms [2021-01-06 08:13:55 main:574] : INFO : Epoch 1711 | loss: 0.0309616 | val_loss: 0.0313367 | Time: 1929.14 ms [2021-01-06 08:13:56 main:574] : INFO : Epoch 1712 | loss: 0.030968 | val_loss: 0.0313623 | Time: 1747.56 ms [2021-01-06 08:13:58 main:574] : INFO : Epoch 1713 | loss: 0.0309737 | val_loss: 0.031357 | Time: 1929.35 ms [2021-01-06 08:14:00 main:574] : INFO : Epoch 1714 | loss: 0.0309775 | val_loss: 0.0313216 | Time: 1742.6 ms [2021-01-06 08:14:02 main:574] : INFO : Epoch 1715 | loss: 0.0309737 | val_loss: 0.0313108 | Time: 1954.93 ms [2021-01-06 08:14:04 main:574] : INFO : Epoch 1716 | loss: 0.0309902 | val_loss: 0.0313488 | Time: 1787.72 ms [2021-01-06 08:14:06 main:574] : INFO : Epoch 1717 | loss: 0.0310105 | val_loss: 0.0312899 | Time: 1901.15 ms [2021-01-06 08:14:08 main:574] : INFO : Epoch 1718 | loss: 0.0309995 | val_loss: 0.03133 | Time: 1854.87 ms [2021-01-06 08:14:09 main:574] : INFO : Epoch 1719 | loss: 0.0309865 | val_loss: 0.0313575 | Time: 1796.17 ms [2021-01-06 08:14:11 main:574] : INFO : Epoch 1720 | loss: 0.0309708 | val_loss: 0.0312965 | Time: 1906.11 ms [2021-01-06 08:14:13 main:574] : INFO : Epoch 1721 | loss: 0.0310032 | val_loss: 0.0313437 | Time: 1754.44 ms [2021-01-06 08:14:15 main:574] : INFO : Epoch 1722 | loss: 0.0309875 | val_loss: 0.0313441 | Time: 1950.98 ms [2021-01-06 08:14:17 main:574] : INFO : Epoch 1723 | loss: 0.0309778 | val_loss: 0.0313123 | Time: 1724.08 ms [2021-01-06 08:14:19 main:574] : INFO : Epoch 1724 | loss: 0.0309703 | val_loss: 0.031365 | Time: 1925.72 ms [2021-01-06 08:14:20 main:574] : INFO : Epoch 1725 | loss: 0.0309745 | val_loss: 0.0312967 | Time: 1747.93 ms [2021-01-06 08:14:22 main:574] : INFO : Epoch 1726 | loss: 0.0309814 | val_loss: 0.0313146 | Time: 1936.89 ms [2021-01-06 08:14:24 main:574] : INFO : Epoch 1727 | loss: 0.0309945 | val_loss: 0.0313407 | Time: 1730.36 ms [2021-01-06 08:14:26 main:574] : INFO : Epoch 1728 | loss: 0.0309796 | val_loss: 0.0313158 | Time: 1872.29 ms [2021-01-06 08:14:28 main:574] : INFO : Epoch 1729 | loss: 0.0309773 | val_loss: 0.0313706 | Time: 1770.78 ms [2021-01-06 08:14:30 main:574] : INFO : Epoch 1730 | loss: 0.0309787 | val_loss: 0.0312875 | Time: 1816.16 ms [2021-01-06 08:14:32 main:574] : INFO : Epoch 1731 | loss: 0.0309811 | val_loss: 0.031287 | Time: 1858.55 ms [2021-01-06 08:14:33 main:574] : INFO : Epoch 1732 | loss: 0.0309852 | val_loss: 0.0313539 | Time: 1793.68 ms [2021-01-06 08:14:35 main:574] : INFO : Epoch 1733 | loss: 0.0309781 | val_loss: 0.0313624 | Time: 1938.7 ms [2021-01-06 08:14:37 main:574] : INFO : Epoch 1734 | loss: 0.0309737 | val_loss: 0.0313543 | Time: 1778.51 ms [2021-01-06 08:14:39 main:574] : INFO : Epoch 1735 | loss: 0.0309697 | val_loss: 0.0313172 | Time: 1876.15 ms [2021-01-06 08:14:41 main:574] : INFO : Epoch 1736 | loss: 0.0309777 | val_loss: 0.0312989 | Time: 1763.99 ms [2021-01-06 08:14:43 main:574] : INFO : Epoch 1737 | loss: 0.0309754 | val_loss: 0.0313207 | Time: 1911.5 ms [2021-01-06 08:14:44 main:574] : INFO : Epoch 1738 | loss: 0.0309744 | val_loss: 0.0313299 | Time: 1725.57 ms [2021-01-06 08:14:46 main:574] : INFO : Epoch 1739 | loss: 0.0309713 | val_loss: 0.031316 | Time: 1955.9 ms [2021-01-06 08:14:48 main:574] : INFO : Epoch 1740 | loss: 0.0309796 | val_loss: 0.0313149 | Time: 1743.46 ms [2021-01-06 08:14:50 main:574] : INFO : Epoch 1741 | loss: 0.0309757 | val_loss: 0.0313404 | Time: 1901.57 ms [2021-01-06 08:14:52 main:574] : INFO : Epoch 1742 | loss: 0.030976 | val_loss: 0.0313164 | Time: 1796.27 ms [2021-01-06 08:14:54 main:574] : INFO : Epoch 1743 | loss: 0.0309728 | val_loss: 0.0313241 | Time: 1845.48 ms [2021-01-06 08:14:56 main:574] : INFO : Epoch 1744 | loss: 0.0309765 | val_loss: 0.0313195 | Time: 1871.17 ms [2021-01-06 08:14:57 main:574] : INFO : Epoch 1745 | loss: 0.0309876 | val_loss: 0.0313113 | Time: 1811.44 ms [2021-01-06 08:14:59 main:574] : INFO : Epoch 1746 | loss: 0.03098 | val_loss: 0.0313507 | Time: 1909.42 ms [2021-01-06 08:15:01 main:574] : INFO : Epoch 1747 | loss: 0.0309787 | val_loss: 0.031341 | Time: 1735.35 ms [2021-01-06 08:15:03 main:574] : INFO : Epoch 1748 | loss: 0.0309713 | val_loss: 0.0313127 | Time: 1924.48 ms [2021-01-06 08:15:05 main:574] : INFO : Epoch 1749 | loss: 0.0309691 | val_loss: 0.0313527 | Time: 1721.77 ms [2021-01-06 08:15:07 main:574] : INFO : Epoch 1750 | loss: 0.0309819 | val_loss: 0.0313166 | Time: 1951.23 ms [2021-01-06 08:15:08 main:574] : INFO : Epoch 1751 | loss: 0.0309813 | val_loss: 0.0312939 | Time: 1749.28 ms [2021-01-06 08:15:10 main:574] : INFO : Epoch 1752 | loss: 0.0309708 | val_loss: 0.0313684 | Time: 1911.46 ms [2021-01-06 08:15:12 main:574] : INFO : Epoch 1753 | loss: 0.03099 | val_loss: 0.0313527 | Time: 1760.15 ms [2021-01-06 08:15:14 main:574] : INFO : Epoch 1754 | loss: 0.0309851 | val_loss: 0.0313046 | Time: 1865.71 ms [2021-01-06 08:15:16 main:574] : INFO : Epoch 1755 | loss: 0.030976 | val_loss: 0.0313737 | Time: 1814.19 ms [2021-01-06 08:15:18 main:574] : INFO : Epoch 1756 | loss: 0.0309746 | val_loss: 0.0313161 | Time: 1834.43 ms [2021-01-06 08:15:20 main:574] : INFO : Epoch 1757 | loss: 0.0309751 | val_loss: 0.0313328 | Time: 1836.84 ms [2021-01-06 08:15:21 main:574] : INFO : Epoch 1758 | loss: 0.0309694 | val_loss: 0.0313464 | Time: 1762.56 ms [2021-01-06 08:15:23 main:574] : INFO : Epoch 1759 | loss: 0.0309758 | val_loss: 0.0313497 | Time: 1921.16 ms [2021-01-06 08:15:25 main:574] : INFO : Epoch 1760 | loss: 0.0309825 | val_loss: 0.0313331 | Time: 1724.8 ms [2021-01-06 08:15:27 main:574] : INFO : Epoch 1761 | loss: 0.030985 | val_loss: 0.0313155 | Time: 1944.21 ms [2021-01-06 08:15:29 main:574] : INFO : Epoch 1762 | loss: 0.0309975 | val_loss: 0.031363 | Time: 1739.17 ms [2021-01-06 08:15:31 main:574] : INFO : Epoch 1763 | loss: 0.030984 | val_loss: 0.031331 | Time: 1925.26 ms [2021-01-06 08:15:32 main:574] : INFO : Epoch 1764 | loss: 0.0309846 | val_loss: 0.0313062 | Time: 1705.43 ms [2021-01-06 08:15:34 main:574] : INFO : Epoch 1765 | loss: 0.0309787 | val_loss: 0.0313317 | Time: 1902.08 ms [2021-01-06 08:15:36 main:574] : INFO : Epoch 1766 | loss: 0.0309793 | val_loss: 0.0313461 | Time: 1751.97 ms [2021-01-06 08:15:38 main:574] : INFO : Epoch 1767 | loss: 0.0309719 | val_loss: 0.03135 | Time: 1892.72 ms [2021-01-06 08:15:40 main:574] : INFO : Epoch 1768 | loss: 0.0309687 | val_loss: 0.0313471 | Time: 1799.35 ms [2021-01-06 08:15:42 main:574] : INFO : Epoch 1769 | loss: 0.0309709 | val_loss: 0.0312982 | Time: 1828.38 ms [2021-01-06 08:15:44 main:574] : INFO : Epoch 1770 | loss: 0.0309763 | val_loss: 0.0313403 | Time: 1894.34 ms [2021-01-06 08:15:45 main:574] : INFO : Epoch 1771 | loss: 0.031011 | val_loss: 0.0312562 | Time: 1767.36 ms [2021-01-06 08:15:47 main:574] : INFO : Epoch 1772 | loss: 0.0311102 | val_loss: 0.0312271 | Time: 1924.97 ms [2021-01-06 08:15:49 main:574] : INFO : Epoch 1773 | loss: 0.0310836 | val_loss: 0.0312502 | Time: 1744.97 ms [2021-01-06 08:15:51 main:574] : INFO : Epoch 1774 | loss: 0.0310572 | val_loss: 0.0312548 | Time: 1921.48 ms [2021-01-06 08:15:53 main:574] : INFO : Epoch 1775 | loss: 0.0310381 | val_loss: 0.0312697 | Time: 1761.28 ms [2021-01-06 08:15:55 main:574] : INFO : Epoch 1776 | loss: 0.0310254 | val_loss: 0.0312847 | Time: 1899.07 ms [2021-01-06 08:15:56 main:574] : INFO : Epoch 1777 | loss: 0.0310085 | val_loss: 0.0313064 | Time: 1735.1 ms [2021-01-06 08:15:58 main:574] : INFO : Epoch 1778 | loss: 0.0309914 | val_loss: 0.0313164 | Time: 1884.55 ms [2021-01-06 08:16:00 main:574] : INFO : Epoch 1779 | loss: 0.0309899 | val_loss: 0.0313378 | Time: 1815.1 ms [2021-01-06 08:16:02 main:574] : INFO : Epoch 1780 | loss: 0.0309865 | val_loss: 0.0313269 | Time: 1848.41 ms [2021-01-06 08:16:04 main:574] : INFO : Epoch 1781 | loss: 0.0309837 | val_loss: 0.0312966 | Time: 1820.33 ms [2021-01-06 08:16:06 main:574] : INFO : Epoch 1782 | loss: 0.030986 | val_loss: 0.0313172 | Time: 1820.09 ms [2021-01-06 08:16:08 main:574] : INFO : Epoch 1783 | loss: 0.0309798 | val_loss: 0.0313237 | Time: 1930.91 ms [2021-01-06 08:16:09 main:574] : INFO : Epoch 1784 | loss: 0.0309719 | val_loss: 0.0313318 | Time: 1751.23 ms [2021-01-06 08:16:11 main:574] : INFO : Epoch 1785 | loss: 0.0309763 | val_loss: 0.031353 | Time: 1953.23 ms [2021-01-06 08:16:13 main:574] : INFO : Epoch 1786 | loss: 0.0309681 | val_loss: 0.0313487 | Time: 1755.53 ms [2021-01-06 08:16:15 main:574] : INFO : Epoch 1787 | loss: 0.0309761 | val_loss: 0.0313326 | Time: 1934.81 ms [2021-01-06 08:16:17 main:574] : INFO : Epoch 1788 | loss: 0.0309673 | val_loss: 0.031319 | Time: 1760.72 ms [2021-01-06 08:16:19 main:574] : INFO : Epoch 1789 | loss: 0.0309704 | val_loss: 0.0313594 | Time: 1911.93 ms [2021-01-06 08:16:21 main:574] : INFO : Epoch 1790 | loss: 0.0309737 | val_loss: 0.0313424 | Time: 1721.67 ms [2021-01-06 08:16:23 main:574] : INFO : Epoch 1791 | loss: 0.0309715 | val_loss: 0.0313404 | Time: 1935.43 ms [2021-01-06 08:16:24 main:574] : INFO : Epoch 1792 | loss: 0.030973 | val_loss: 0.0313311 | Time: 1759.34 ms [2021-01-06 08:16:26 main:574] : INFO : Epoch 1793 | loss: 0.0309804 | val_loss: 0.0313352 | Time: 1829.13 ms [2021-01-06 08:16:28 main:574] : INFO : Epoch 1794 | loss: 0.030975 | val_loss: 0.031329 | Time: 1853.13 ms [2021-01-06 08:16:30 main:574] : INFO : Epoch 1795 | loss: 0.0309818 | val_loss: 0.0313402 | Time: 1790.41 ms [2021-01-06 08:16:32 main:574] : INFO : Epoch 1796 | loss: 0.0309816 | val_loss: 0.0313409 | Time: 1853.07 ms [2021-01-06 08:16:33 main:574] : INFO : Epoch 1797 | loss: 0.0309888 | val_loss: 0.0313157 | Time: 1740.82 ms [2021-01-06 08:16:35 main:574] : INFO : Epoch 1798 | loss: 0.0309896 | val_loss: 0.0313113 | Time: 1977.39 ms [2021-01-06 08:16:37 main:574] : INFO : Epoch 1799 | loss: 0.0309857 | val_loss: 0.0313265 | Time: 1739.72 ms [2021-01-06 08:16:39 main:574] : INFO : Epoch 1800 | loss: 0.0310124 | val_loss: 0.0312937 | Time: 1911.15 ms [2021-01-06 08:16:41 main:574] : INFO : Epoch 1801 | loss: 0.0310098 | val_loss: 0.031314 | Time: 1726.06 ms [2021-01-06 08:16:43 main:574] : INFO : Epoch 1802 | loss: 0.0309876 | val_loss: 0.0313338 | Time: 1925.52 ms [2021-01-06 08:16:45 main:574] : INFO : Epoch 1803 | loss: 0.0309718 | val_loss: 0.031338 | Time: 1758.35 ms [2021-01-06 08:16:47 main:574] : INFO : Epoch 1804 | loss: 0.0309705 | val_loss: 0.0313238 | Time: 1863.28 ms [2021-01-06 08:16:48 main:574] : INFO : Epoch 1805 | loss: 0.0309696 | val_loss: 0.0313354 | Time: 1791.42 ms [2021-01-06 08:16:50 main:574] : INFO : Epoch 1806 | loss: 0.0309761 | val_loss: 0.0313345 | Time: 1872.06 ms [2021-01-06 08:16:52 main:574] : INFO : Epoch 1807 | loss: 0.0309802 | val_loss: 0.0313214 | Time: 1840.97 ms [2021-01-06 08:16:54 main:574] : INFO : Epoch 1808 | loss: 0.0309848 | val_loss: 0.0313411 | Time: 1793.43 ms [2021-01-06 08:16:56 main:574] : INFO : Epoch 1809 | loss: 0.0309788 | val_loss: 0.0313228 | Time: 1890.05 ms [2021-01-06 08:16:58 main:574] : INFO : Epoch 1810 | loss: 0.0309717 | val_loss: 0.0313238 | Time: 1755.75 ms [2021-01-06 08:17:00 main:574] : INFO : Epoch 1811 | loss: 0.0309692 | val_loss: 0.0313355 | Time: 1943.44 ms [2021-01-06 08:17:01 main:574] : INFO : Epoch 1812 | loss: 0.0309882 | val_loss: 0.0313379 | Time: 1743.8 ms [2021-01-06 08:17:03 main:574] : INFO : Epoch 1813 | loss: 0.0309766 | val_loss: 0.0313318 | Time: 1954.13 ms [2021-01-06 08:17:05 main:574] : INFO : Epoch 1814 | loss: 0.0309776 | val_loss: 0.0313413 | Time: 1740.01 ms [2021-01-06 08:17:07 main:574] : INFO : Epoch 1815 | loss: 0.0309783 | val_loss: 0.0313109 | Time: 1902.6 ms [2021-01-06 08:17:09 main:574] : INFO : Epoch 1816 | loss: 0.0309849 | val_loss: 0.0313379 | Time: 1730.28 ms [2021-01-06 08:17:11 main:574] : INFO : Epoch 1817 | loss: 0.0309843 | val_loss: 0.0313106 | Time: 1899.55 ms [2021-01-06 08:17:12 main:574] : INFO : Epoch 1818 | loss: 0.0309824 | val_loss: 0.0313304 | Time: 1804.01 ms [2021-01-06 08:17:14 main:574] : INFO : Epoch 1819 | loss: 0.0309796 | val_loss: 0.0313166 | Time: 1830.14 ms [2021-01-06 08:17:16 main:574] : INFO : Epoch 1820 | loss: 0.0309705 | val_loss: 0.0313208 | Time: 1838.58 ms [2021-01-06 08:17:18 main:574] : INFO : Epoch 1821 | loss: 0.0309778 | val_loss: 0.0313221 | Time: 1804.55 ms [2021-01-06 08:17:20 main:574] : INFO : Epoch 1822 | loss: 0.0309818 | val_loss: 0.031349 | Time: 1925.12 ms [2021-01-06 08:17:22 main:574] : INFO : Epoch 1823 | loss: 0.0310042 | val_loss: 0.0312972 | Time: 1745.2 ms [2021-01-06 08:17:24 main:574] : INFO : Epoch 1824 | loss: 0.0309968 | val_loss: 0.0313317 | Time: 1879.17 ms [2021-01-06 08:17:25 main:574] : INFO : Epoch 1825 | loss: 0.0309696 | val_loss: 0.0313473 | Time: 1748.78 ms [2021-01-06 08:17:27 main:574] : INFO : Epoch 1826 | loss: 0.0309762 | val_loss: 0.0313421 | Time: 1912.27 ms [2021-01-06 08:17:29 main:574] : INFO : Epoch 1827 | loss: 0.0309793 | val_loss: 0.0313247 | Time: 1705.81 ms [2021-01-06 08:17:31 main:574] : INFO : Epoch 1828 | loss: 0.0309789 | val_loss: 0.0313189 | Time: 1929.47 ms [2021-01-06 08:17:33 main:574] : INFO : Epoch 1829 | loss: 0.0309704 | val_loss: 0.0313901 | Time: 1763.47 ms [2021-01-06 08:17:35 main:574] : INFO : Epoch 1830 | loss: 0.0309808 | val_loss: 0.0313219 | Time: 1872.88 ms [2021-01-06 08:17:36 main:574] : INFO : Epoch 1831 | loss: 0.0309711 | val_loss: 0.0313064 | Time: 1836.75 ms [2021-01-06 08:17:38 main:574] : INFO : Epoch 1832 | loss: 0.0309773 | val_loss: 0.0313095 | Time: 1800.3 ms [2021-01-06 08:17:40 main:574] : INFO : Epoch 1833 | loss: 0.0309785 | val_loss: 0.0313567 | Time: 1874.14 ms [2021-01-06 08:17:42 main:574] : INFO : Epoch 1834 | loss: 0.0310018 | val_loss: 0.0313134 | Time: 1778.58 ms [2021-01-06 08:17:44 main:574] : INFO : Epoch 1835 | loss: 0.0309874 | val_loss: 0.031312 | Time: 1957.02 ms [2021-01-06 08:17:46 main:574] : INFO : Epoch 1836 | loss: 0.0309827 | val_loss: 0.0313206 | Time: 1748.89 ms [2021-01-06 08:17:48 main:574] : INFO : Epoch 1837 | loss: 0.0309937 | val_loss: 0.0313396 | Time: 1924.02 ms [2021-01-06 08:17:49 main:574] : INFO : Epoch 1838 | loss: 0.030979 | val_loss: 0.0313378 | Time: 1750.55 ms [2021-01-06 08:17:51 main:574] : INFO : Epoch 1839 | loss: 0.0309731 | val_loss: 0.0313121 | Time: 1920.32 ms [2021-01-06 08:17:53 main:574] : INFO : Epoch 1840 | loss: 0.0309698 | val_loss: 0.0313201 | Time: 1713.81 ms [2021-01-06 08:17:55 main:574] : INFO : Epoch 1841 | loss: 0.0309675 | val_loss: 0.031338 | Time: 1894.21 ms [2021-01-06 08:17:57 main:574] : INFO : Epoch 1842 | loss: 0.0309691 | val_loss: 0.0313186 | Time: 1782.85 ms [2021-01-06 08:17:59 main:574] : INFO : Epoch 1843 | loss: 0.030974 | val_loss: 0.0313548 | Time: 1847.17 ms [2021-01-06 08:18:00 main:574] : INFO : Epoch 1844 | loss: 0.0309792 | val_loss: 0.0313514 | Time: 1817.99 ms [2021-01-06 08:18:02 main:574] : INFO : Epoch 1845 | loss: 0.0309838 | val_loss: 0.0313321 | Time: 1784.95 ms [2021-01-06 08:18:04 main:574] : INFO : Epoch 1846 | loss: 0.0309902 | val_loss: 0.031353 | Time: 1892.06 ms [2021-01-06 08:18:06 main:574] : INFO : Epoch 1847 | loss: 0.0309699 | val_loss: 0.031329 | Time: 1755.55 ms [2021-01-06 08:18:08 main:574] : INFO : Epoch 1848 | loss: 0.030975 | val_loss: 0.031323 | Time: 1985.04 ms [2021-01-06 08:18:10 main:574] : INFO : Epoch 1849 | loss: 0.0309765 | val_loss: 0.0313162 | Time: 1691.32 ms [2021-01-06 08:18:12 main:574] : INFO : Epoch 1850 | loss: 0.0309755 | val_loss: 0.0313514 | Time: 1943.47 ms [2021-01-06 08:18:13 main:574] : INFO : Epoch 1851 | loss: 0.0309781 | val_loss: 0.0312919 | Time: 1701.94 ms [2021-01-06 08:18:15 main:574] : INFO : Epoch 1852 | loss: 0.0309806 | val_loss: 0.0313353 | Time: 1931.22 ms [2021-01-06 08:18:17 main:574] : INFO : Epoch 1853 | loss: 0.030974 | val_loss: 0.0313163 | Time: 1759.83 ms [2021-01-06 08:18:19 main:574] : INFO : Epoch 1854 | loss: 0.0309801 | val_loss: 0.0313377 | Time: 1867.04 ms [2021-01-06 08:18:21 main:574] : INFO : Epoch 1855 | loss: 0.0309873 | val_loss: 0.0313561 | Time: 1803.69 ms [2021-01-06 08:18:23 main:574] : INFO : Epoch 1856 | loss: 0.0309803 | val_loss: 0.0313136 | Time: 1856.14 ms [2021-01-06 08:18:24 main:574] : INFO : Epoch 1857 | loss: 0.0309767 | val_loss: 0.031355 | Time: 1872.87 ms [2021-01-06 08:18:26 main:574] : INFO : Epoch 1858 | loss: 0.0309848 | val_loss: 0.0313546 | Time: 1805.79 ms [2021-01-06 08:18:28 main:574] : INFO : Epoch 1859 | loss: 0.0309969 | val_loss: 0.0313028 | Time: 1915.85 ms [2021-01-06 08:18:30 main:574] : INFO : Epoch 1860 | loss: 0.0309796 | val_loss: 0.0313213 | Time: 1756.27 ms [2021-01-06 08:18:32 main:574] : INFO : Epoch 1861 | loss: 0.0309735 | val_loss: 0.0313312 | Time: 1901.84 ms [2021-01-06 08:18:34 main:574] : INFO : Epoch 1862 | loss: 0.0309695 | val_loss: 0.0313272 | Time: 1729.95 ms [2021-01-06 08:18:36 main:574] : INFO : Epoch 1863 | loss: 0.0309657 | val_loss: 0.0313774 | Time: 1906.93 ms [2021-01-06 08:18:37 main:574] : INFO : Epoch 1864 | loss: 0.0309716 | val_loss: 0.031362 | Time: 1783.53 ms [2021-01-06 08:18:39 main:574] : INFO : Epoch 1865 | loss: 0.0309769 | val_loss: 0.0313303 | Time: 2075.45 ms [2021-01-06 08:18:41 main:574] : INFO : Epoch 1866 | loss: 0.030972 | val_loss: 0.0313353 | Time: 1747.85 ms [2021-01-06 08:18:43 main:574] : INFO : Epoch 1867 | loss: 0.030979 | val_loss: 0.0313285 | Time: 1926.63 ms [2021-01-06 08:18:45 main:574] : INFO : Epoch 1868 | loss: 0.0309844 | val_loss: 0.0313166 | Time: 1758.44 ms [2021-01-06 08:18:47 main:574] : INFO : Epoch 1869 | loss: 0.0309818 | val_loss: 0.031315 | Time: 1848.04 ms [2021-01-06 08:18:49 main:574] : INFO : Epoch 1870 | loss: 0.030978 | val_loss: 0.0313578 | Time: 1861.82 ms [2021-01-06 08:18:51 main:574] : INFO : Epoch 1871 | loss: 0.0309707 | val_loss: 0.0313523 | Time: 1821.58 ms [2021-01-06 08:18:52 main:574] : INFO : Epoch 1872 | loss: 0.0309747 | val_loss: 0.031336 | Time: 1893.42 ms [2021-01-06 08:18:54 main:574] : INFO : Epoch 1873 | loss: 0.0309728 | val_loss: 0.0313445 | Time: 1728.92 ms [2021-01-06 08:18:56 main:574] : INFO : Epoch 1874 | loss: 0.0309785 | val_loss: 0.0313248 | Time: 1932.76 ms [2021-01-06 08:18:58 main:574] : INFO : Epoch 1875 | loss: 0.0309796 | val_loss: 0.0313232 | Time: 1747.36 ms [2021-01-06 08:19:00 main:574] : INFO : Epoch 1876 | loss: 0.0309694 | val_loss: 0.031372 | Time: 1981.62 ms [2021-01-06 08:19:02 main:574] : INFO : Epoch 1877 | loss: 0.0309814 | val_loss: 0.0313252 | Time: 1719.64 ms [2021-01-06 08:19:04 main:574] : INFO : Epoch 1878 | loss: 0.0309767 | val_loss: 0.0313371 | Time: 1902.28 ms [2021-01-06 08:19:05 main:574] : INFO : Epoch 1879 | loss: 0.0309748 | val_loss: 0.0312833 | Time: 1744.95 ms [2021-01-06 08:19:07 main:574] : INFO : Epoch 1880 | loss: 0.0309787 | val_loss: 0.0313274 | Time: 1936.89 ms [2021-01-06 08:19:09 main:574] : INFO : Epoch 1881 | loss: 0.0309758 | val_loss: 0.031376 | Time: 1806.64 ms [2021-01-06 08:19:11 main:574] : INFO : Epoch 1882 | loss: 0.0309741 | val_loss: 0.0313259 | Time: 1869.24 ms [2021-01-06 08:19:13 main:574] : INFO : Epoch 1883 | loss: 0.0309795 | val_loss: 0.0313154 | Time: 1840.51 ms [2021-01-06 08:19:15 main:574] : INFO : Epoch 1884 | loss: 0.0309755 | val_loss: 0.0313175 | Time: 1824.01 ms [2021-01-06 08:19:17 main:574] : INFO : Epoch 1885 | loss: 0.0309809 | val_loss: 0.0313354 | Time: 1850.81 ms [2021-01-06 08:19:18 main:574] : INFO : Epoch 1886 | loss: 0.0309772 | val_loss: 0.0313614 | Time: 1799.01 ms [2021-01-06 08:19:20 main:574] : INFO : Epoch 1887 | loss: 0.0309748 | val_loss: 0.0313465 | Time: 1911.11 ms [2021-01-06 08:19:22 main:574] : INFO : Epoch 1888 | loss: 0.0309758 | val_loss: 0.0313604 | Time: 1770.08 ms [2021-01-06 08:19:24 main:574] : INFO : Epoch 1889 | loss: 0.0309725 | val_loss: 0.0313303 | Time: 1917.16 ms [2021-01-06 08:19:26 main:574] : INFO : Epoch 1890 | loss: 0.0309772 | val_loss: 0.0313284 | Time: 1754.65 ms [2021-01-06 08:19:28 main:574] : INFO : Epoch 1891 | loss: 0.0309757 | val_loss: 0.031319 | Time: 1940.12 ms [2021-01-06 08:19:30 main:574] : INFO : Epoch 1892 | loss: 0.030974 | val_loss: 0.0313349 | Time: 1730.18 ms [2021-01-06 08:19:31 main:574] : INFO : Epoch 1893 | loss: 0.0309757 | val_loss: 0.0313252 | Time: 1897.47 ms [2021-01-06 08:19:33 main:574] : INFO : Epoch 1894 | loss: 0.030976 | val_loss: 0.0313519 | Time: 1807.92 ms [2021-01-06 08:19:35 main:574] : INFO : Epoch 1895 | loss: 0.0309773 | val_loss: 0.0313682 | Time: 1898.83 ms [2021-01-06 08:19:37 main:574] : INFO : Epoch 1896 | loss: 0.030981 | val_loss: 0.0313536 | Time: 1843.09 ms [2021-01-06 08:19:39 main:574] : INFO : Epoch 1897 | loss: 0.030979 | val_loss: 0.0313304 | Time: 1810.13 ms [2021-01-06 08:19:41 main:574] : INFO : Epoch 1898 | loss: 0.0309818 | val_loss: 0.031317 | Time: 1850.99 ms [2021-01-06 08:19:42 main:574] : INFO : Epoch 1899 | loss: 0.0309795 | val_loss: 0.0313658 | Time: 1766.78 ms [2021-01-06 08:19:44 main:574] : INFO : Epoch 1900 | loss: 0.0309754 | val_loss: 0.0313303 | Time: 1939.47 ms [2021-01-06 08:19:46 main:574] : INFO : Epoch 1901 | loss: 0.0309759 | val_loss: 0.0313516 | Time: 1750.98 ms [2021-01-06 08:19:48 main:574] : INFO : Epoch 1902 | loss: 0.0309727 | val_loss: 0.031351 | Time: 1923.81 ms [2021-01-06 08:19:50 main:574] : INFO : Epoch 1903 | loss: 0.0309746 | val_loss: 0.0313708 | Time: 1713.89 ms [2021-01-06 08:19:52 main:574] : INFO : Epoch 1904 | loss: 0.0309745 | val_loss: 0.0313486 | Time: 1928.45 ms [2021-01-06 08:19:54 main:574] : INFO : Epoch 1905 | loss: 0.0309677 | val_loss: 0.031332 | Time: 1735.54 ms [2021-01-06 08:19:56 main:574] : INFO : Epoch 1906 | loss: 0.0309669 | val_loss: 0.0313568 | Time: 1929.25 ms [2021-01-06 08:19:57 main:574] : INFO : Epoch 1907 | loss: 0.0309851 | val_loss: 0.0313508 | Time: 1770.47 ms [2021-01-06 08:19:59 main:574] : INFO : Epoch 1908 | loss: 0.0309912 | val_loss: 0.0313289 | Time: 1860.24 ms [2021-01-06 08:20:01 main:574] : INFO : Epoch 1909 | loss: 0.0309796 | val_loss: 0.0313253 | Time: 1833.06 ms [2021-01-06 08:20:03 main:574] : INFO : Epoch 1910 | loss: 0.0309811 | val_loss: 0.0313309 | Time: 1809.07 ms [2021-01-06 08:20:05 main:574] : INFO : Epoch 1911 | loss: 0.0309741 | val_loss: 0.0313277 | Time: 1908.99 ms [2021-01-06 08:20:07 main:574] : INFO : Epoch 1912 | loss: 0.0309821 | val_loss: 0.0313381 | Time: 1753.44 ms [2021-01-06 08:20:08 main:574] : INFO : Epoch 1913 | loss: 0.0309835 | val_loss: 0.0313088 | Time: 1895.93 ms [2021-01-06 08:20:10 main:574] : INFO : Epoch 1914 | loss: 0.0309777 | val_loss: 0.0313171 | Time: 1746.88 ms [2021-01-06 08:20:12 main:574] : INFO : Epoch 1915 | loss: 0.0309893 | val_loss: 0.0313317 | Time: 1981.64 ms [2021-01-06 08:20:14 main:574] : INFO : Epoch 1916 | loss: 0.0309699 | val_loss: 0.0313449 | Time: 1757.9 ms [2021-01-06 08:20:16 main:574] : INFO : Epoch 1917 | loss: 0.0309845 | val_loss: 0.0313275 | Time: 1954.35 ms [2021-01-06 08:20:18 main:574] : INFO : Epoch 1918 | loss: 0.0309798 | val_loss: 0.031363 | Time: 1732.63 ms [2021-01-06 08:20:20 main:574] : INFO : Epoch 1919 | loss: 0.0309808 | val_loss: 0.0313539 | Time: 1927.9 ms [2021-01-06 08:20:21 main:574] : INFO : Epoch 1920 | loss: 0.0309742 | val_loss: 0.0313007 | Time: 1783.49 ms [2021-01-06 08:20:23 main:574] : INFO : Epoch 1921 | loss: 0.0309633 | val_loss: 0.0313492 | Time: 1874.98 ms [2021-01-06 08:20:25 main:574] : INFO : Epoch 1922 | loss: 0.0309721 | val_loss: 0.0313404 | Time: 1838.39 ms [2021-01-06 08:20:27 main:574] : INFO : Epoch 1923 | loss: 0.0309693 | val_loss: 0.0313171 | Time: 1804.53 ms [2021-01-06 08:20:29 main:574] : INFO : Epoch 1924 | loss: 0.0309733 | val_loss: 0.0313193 | Time: 1935.62 ms [2021-01-06 08:20:31 main:574] : INFO : Epoch 1925 | loss: 0.0309907 | val_loss: 0.0312997 | Time: 1756.68 ms [2021-01-06 08:20:33 main:574] : INFO : Epoch 1926 | loss: 0.0309951 | val_loss: 0.0313445 | Time: 1910.55 ms [2021-01-06 08:20:34 main:574] : INFO : Epoch 1927 | loss: 0.0309962 | val_loss: 0.0313073 | Time: 1749.1 ms [2021-01-06 08:20:36 main:574] : INFO : Epoch 1928 | loss: 0.0309879 | val_loss: 0.031308 | Time: 2060.73 ms [2021-01-06 08:20:38 main:574] : INFO : Epoch 1929 | loss: 0.030978 | val_loss: 0.0313648 | Time: 1720.37 ms [2021-01-06 08:20:40 main:574] : INFO : Epoch 1930 | loss: 0.0309751 | val_loss: 0.0313338 | Time: 1998.91 ms [2021-01-06 08:20:42 main:574] : INFO : Epoch 1931 | loss: 0.0309712 | val_loss: 0.0313109 | Time: 1716.14 ms [2021-01-06 08:20:44 main:574] : INFO : Epoch 1932 | loss: 0.0309684 | val_loss: 0.0313337 | Time: 1945.78 ms [2021-01-06 08:20:46 main:574] : INFO : Epoch 1933 | loss: 0.0309723 | val_loss: 0.0313201 | Time: 1766.01 ms [2021-01-06 08:20:48 main:574] : INFO : Epoch 1934 | loss: 0.0309715 | val_loss: 0.0313359 | Time: 1914.97 ms [2021-01-06 08:20:49 main:574] : INFO : Epoch 1935 | loss: 0.0309762 | val_loss: 0.031318 | Time: 1788.43 ms [2021-01-06 08:20:51 main:574] : INFO : Epoch 1936 | loss: 0.0309865 | val_loss: 0.0313404 | Time: 1883.09 ms [2021-01-06 08:20:53 main:574] : INFO : Epoch 1937 | loss: 0.0309791 | val_loss: 0.0313504 | Time: 1875.03 ms [2021-01-06 08:20:55 main:574] : INFO : Epoch 1938 | loss: 0.0309836 | val_loss: 0.0313068 | Time: 1795.42 ms [2021-01-06 08:20:57 main:574] : INFO : Epoch 1939 | loss: 0.0309807 | val_loss: 0.0313378 | Time: 1920.19 ms [2021-01-06 08:20:59 main:574] : INFO : Epoch 1940 | loss: 0.0309743 | val_loss: 0.0313865 | Time: 1733 ms [2021-01-06 08:21:01 main:574] : INFO : Epoch 1941 | loss: 0.030982 | val_loss: 0.0313036 | Time: 1950.13 ms [2021-01-06 08:21:02 main:574] : INFO : Epoch 1942 | loss: 0.030995 | val_loss: 0.0313862 | Time: 1753.72 ms [2021-01-06 08:21:04 main:574] : INFO : Epoch 1943 | loss: 0.030981 | val_loss: 0.0313135 | Time: 1941.57 ms [2021-01-06 08:21:06 main:574] : INFO : Epoch 1944 | loss: 0.0309755 | val_loss: 0.0313433 | Time: 1742.55 ms [2021-01-06 08:21:08 main:574] : INFO : Epoch 1945 | loss: 0.0309711 | val_loss: 0.0313735 | Time: 1922.9 ms [2021-01-06 08:21:10 main:574] : INFO : Epoch 1946 | loss: 0.0309741 | val_loss: 0.0313237 | Time: 1709.73 ms [2021-01-06 08:21:12 main:574] : INFO : Epoch 1947 | loss: 0.0309847 | val_loss: 0.0313152 | Time: 1892.64 ms [2021-01-06 08:21:14 main:574] : INFO : Epoch 1948 | loss: 0.0309785 | val_loss: 0.0313291 | Time: 1820.65 ms [2021-01-06 08:21:15 main:574] : INFO : Epoch 1949 | loss: 0.0309786 | val_loss: 0.0313719 | Time: 1870.04 ms [2021-01-06 08:21:17 main:574] : INFO : Epoch 1950 | loss: 0.030975 | val_loss: 0.0313174 | Time: 1800.2 ms [2021-01-06 08:21:19 main:574] : INFO : Epoch 1951 | loss: 0.0309983 | val_loss: 0.0313658 | Time: 1796.56 ms [2021-01-06 08:21:21 main:574] : INFO : Epoch 1952 | loss: 0.0309889 | val_loss: 0.0313366 | Time: 1966.67 ms [2021-01-06 08:21:23 main:574] : INFO : Epoch 1953 | loss: 0.0309788 | val_loss: 0.0313196 | Time: 1780.67 ms [2021-01-06 08:21:25 main:574] : INFO : Epoch 1954 | loss: 0.0309897 | val_loss: 0.0313322 | Time: 1909.36 ms [2021-01-06 08:21:27 main:574] : INFO : Epoch 1955 | loss: 0.0309888 | val_loss: 0.0313333 | Time: 1754.94 ms [2021-01-06 08:21:29 main:574] : INFO : Epoch 1956 | loss: 0.0309765 | val_loss: 0.0313274 | Time: 1919 ms [2021-01-06 08:21:30 main:574] : INFO : Epoch 1957 | loss: 0.0309893 | val_loss: 0.0312824 | Time: 1761.5 ms [2021-01-06 08:21:32 main:574] : INFO : Epoch 1958 | loss: 0.0309864 | val_loss: 0.0313372 | Time: 1949.93 ms [2021-01-06 08:21:34 main:574] : INFO : Epoch 1959 | loss: 0.0309715 | val_loss: 0.0313131 | Time: 1760.11 ms [2021-01-06 08:21:36 main:574] : INFO : Epoch 1960 | loss: 0.0309756 | val_loss: 0.0313236 | Time: 1911.03 ms [2021-01-06 08:21:38 main:574] : INFO : Epoch 1961 | loss: 0.0309747 | val_loss: 0.0313483 | Time: 1763.63 ms [2021-01-06 08:21:40 main:574] : INFO : Epoch 1962 | loss: 0.0309712 | val_loss: 0.0313217 | Time: 1849.52 ms [2021-01-06 08:21:41 main:574] : INFO : Epoch 1963 | loss: 0.031001 | val_loss: 0.0313874 | Time: 1846.7 ms [2021-01-06 08:21:43 main:574] : INFO : Epoch 1964 | loss: 0.0309926 | val_loss: 0.0312865 | Time: 1956.32 ms [2021-01-06 08:21:45 main:574] : INFO : Epoch 1965 | loss: 0.0309851 | val_loss: 0.0313046 | Time: 1911.97 ms [2021-01-06 08:21:47 main:574] : INFO : Epoch 1966 | loss: 0.030992 | val_loss: 0.0313409 | Time: 1814.09 ms [2021-01-06 08:21:49 main:574] : INFO : Epoch 1967 | loss: 0.0309794 | val_loss: 0.0313186 | Time: 1928.03 ms [2021-01-06 08:21:51 main:574] : INFO : Epoch 1968 | loss: 0.03099 | val_loss: 0.0313357 | Time: 1768.02 ms [2021-01-06 08:21:53 main:574] : INFO : Epoch 1969 | loss: 0.0309859 | val_loss: 0.0313328 | Time: 1956.28 ms [2021-01-06 08:21:55 main:574] : INFO : Epoch 1970 | loss: 0.0309794 | val_loss: 0.0313371 | Time: 1735.35 ms [2021-01-06 08:21:57 main:574] : INFO : Epoch 1971 | loss: 0.0309811 | val_loss: 0.031294 | Time: 1926.65 ms [2021-01-06 08:21:58 main:574] : INFO : Epoch 1972 | loss: 0.0309793 | val_loss: 0.0313528 | Time: 1738.53 ms [2021-01-06 08:22:00 main:574] : INFO : Epoch 1973 | loss: 0.0309691 | val_loss: 0.0313243 | Time: 1928.05 ms [2021-01-06 08:22:02 main:574] : INFO : Epoch 1974 | loss: 0.0309697 | val_loss: 0.0313233 | Time: 1777.38 ms [2021-01-06 08:22:04 main:574] : INFO : Epoch 1975 | loss: 0.0309717 | val_loss: 0.0313396 | Time: 1887.06 ms [2021-01-06 08:22:06 main:574] : INFO : Epoch 1976 | loss: 0.0309722 | val_loss: 0.0313292 | Time: 1823.81 ms [2021-01-06 08:22:08 main:574] : INFO : Epoch 1977 | loss: 0.0309764 | val_loss: 0.0313152 | Time: 1841.6 ms [2021-01-06 08:22:10 main:574] : INFO : Epoch 1978 | loss: 0.0309764 | val_loss: 0.031344 | Time: 1829.46 ms [2021-01-06 08:22:11 main:574] : INFO : Epoch 1979 | loss: 0.0309795 | val_loss: 0.031334 | Time: 1810.76 ms [2021-01-06 08:22:13 main:574] : INFO : Epoch 1980 | loss: 0.0309744 | val_loss: 0.0313185 | Time: 1950.35 ms [2021-01-06 08:22:15 main:574] : INFO : Epoch 1981 | loss: 0.0309802 | val_loss: 0.0312951 | Time: 1772.56 ms [2021-01-06 08:22:17 main:574] : INFO : Epoch 1982 | loss: 0.0309929 | val_loss: 0.0313552 | Time: 1904.88 ms [2021-01-06 08:22:19 main:574] : INFO : Epoch 1983 | loss: 0.0309972 | val_loss: 0.0312883 | Time: 1768.57 ms [2021-01-06 08:22:21 main:574] : INFO : Epoch 1984 | loss: 0.0309869 | val_loss: 0.0313423 | Time: 1943.53 ms [2021-01-06 08:22:22 main:574] : INFO : Epoch 1985 | loss: 0.0309901 | val_loss: 0.0313489 | Time: 1733.32 ms [2021-01-06 08:22:24 main:574] : INFO : Epoch 1986 | loss: 0.0309841 | val_loss: 0.0313327 | Time: 1939.27 ms [2021-01-06 08:22:26 main:574] : INFO : Epoch 1987 | loss: 0.0309748 | val_loss: 0.0313244 | Time: 1748.27 ms [2021-01-06 08:22:28 main:574] : INFO : Epoch 1988 | loss: 0.0309823 | val_loss: 0.0313341 | Time: 1868.89 ms [2021-01-06 08:22:30 main:574] : INFO : Epoch 1989 | loss: 0.0309862 | val_loss: 0.0313086 | Time: 1817.18 ms [2021-01-06 08:22:32 main:574] : INFO : Epoch 1990 | loss: 0.0309827 | val_loss: 0.0313377 | Time: 1836.61 ms [2021-01-06 08:22:34 main:574] : INFO : Epoch 1991 | loss: 0.0309684 | val_loss: 0.0313384 | Time: 1848.74 ms [2021-01-06 08:22:36 main:574] : INFO : Epoch 1992 | loss: 0.0309696 | val_loss: 0.0313459 | Time: 1832.5 ms [2021-01-06 08:22:37 main:574] : INFO : Epoch 1993 | loss: 0.0309747 | val_loss: 0.0313186 | Time: 1906.13 ms [2021-01-06 08:22:39 main:574] : INFO : Epoch 1994 | loss: 0.0309762 | val_loss: 0.031323 | Time: 1764.99 ms [2021-01-06 08:22:41 main:574] : INFO : Epoch 1995 | loss: 0.030985 | val_loss: 0.0313369 | Time: 1932.41 ms [2021-01-06 08:22:43 main:574] : INFO : Epoch 1996 | loss: 0.0309692 | val_loss: 0.0313231 | Time: 1754.84 ms [2021-01-06 08:22:45 main:574] : INFO : Epoch 1997 | loss: 0.030973 | val_loss: 0.031332 | Time: 1939.95 ms [2021-01-06 08:22:47 main:574] : INFO : Epoch 1998 | loss: 0.0309784 | val_loss: 0.0313328 | Time: 1768.42 ms [2021-01-06 08:22:49 main:574] : INFO : Epoch 1999 | loss: 0.0309761 | val_loss: 0.0313424 | Time: 1926.59 ms [2021-01-06 08:22:50 main:574] : INFO : Epoch 2000 | loss: 0.0309732 | val_loss: 0.0313355 | Time: 1705.97 ms [2021-01-06 08:22:52 main:574] : INFO : Epoch 2001 | loss: 0.0309703 | val_loss: 0.0313289 | Time: 1962.84 ms [2021-01-06 08:22:54 main:574] : INFO : Epoch 2002 | loss: 0.0309785 | val_loss: 0.0313171 | Time: 1739.86 ms [2021-01-06 08:22:56 main:574] : INFO : Epoch 2003 | loss: 0.0309801 | val_loss: 0.031358 | Time: 1828.78 ms [2021-01-06 08:22:58 main:574] : INFO : Epoch 2004 | loss: 0.0309803 | val_loss: 0.031353 | Time: 1863.7 ms [2021-01-06 08:23:00 main:574] : INFO : Epoch 2005 | loss: 0.0309759 | val_loss: 0.0313222 | Time: 1835.15 ms [2021-01-06 08:23:02 main:574] : INFO : Epoch 2006 | loss: 0.0309743 | val_loss: 0.0313064 | Time: 1879.81 ms [2021-01-06 08:23:03 main:574] : INFO : Epoch 2007 | loss: 0.0309773 | val_loss: 0.0313505 | Time: 1756.1 ms [2021-01-06 08:23:05 main:574] : INFO : Epoch 2008 | loss: 0.0309684 | val_loss: 0.031333 | Time: 1905.05 ms [2021-01-06 08:23:07 main:574] : INFO : Epoch 2009 | loss: 0.0309717 | val_loss: 0.0313233 | Time: 1733.52 ms [2021-01-06 08:23:09 main:574] : INFO : Epoch 2010 | loss: 0.0309836 | val_loss: 0.0312982 | Time: 1955.05 ms [2021-01-06 08:23:11 main:574] : INFO : Epoch 2011 | loss: 0.0309801 | val_loss: 0.0313357 | Time: 1738.09 ms [2021-01-06 08:23:13 main:574] : INFO : Epoch 2012 | loss: 0.0309686 | val_loss: 0.0313224 | Time: 1960.25 ms [2021-01-06 08:23:15 main:574] : INFO : Epoch 2013 | loss: 0.0309678 | val_loss: 0.0313301 | Time: 1745.34 ms [2021-01-06 08:23:16 main:574] : INFO : Epoch 2014 | loss: 0.0309738 | val_loss: 0.0313451 | Time: 1897.15 ms [2021-01-06 08:23:18 main:574] : INFO : Epoch 2015 | loss: 0.0309796 | val_loss: 0.0313291 | Time: 1802.89 ms [2021-01-06 08:23:20 main:574] : INFO : Epoch 2016 | loss: 0.0309869 | val_loss: 0.031288 | Time: 1846.37 ms [2021-01-06 08:23:22 main:574] : INFO : Epoch 2017 | loss: 0.0309893 | val_loss: 0.0313626 | Time: 1829.27 ms [2021-01-06 08:23:24 main:574] : INFO : Epoch 2018 | loss: 0.030974 | val_loss: 0.0313135 | Time: 1777 ms [2021-01-06 08:23:26 main:574] : INFO : Epoch 2019 | loss: 0.0309843 | val_loss: 0.0312869 | Time: 1929.26 ms [2021-01-06 08:23:27 main:574] : INFO : Epoch 2020 | loss: 0.0309907 | val_loss: 0.0313295 | Time: 1737.19 ms [2021-01-06 08:23:29 main:574] : INFO : Epoch 2021 | loss: 0.0309775 | val_loss: 0.0313746 | Time: 1946.26 ms [2021-01-06 08:23:31 main:574] : INFO : Epoch 2022 | loss: 0.0309733 | val_loss: 0.0313204 | Time: 1894.18 ms [2021-01-06 08:23:33 main:574] : INFO : Epoch 2023 | loss: 0.0309782 | val_loss: 0.031326 | Time: 1939.51 ms [2021-01-06 08:23:35 main:574] : INFO : Epoch 2024 | loss: 0.0309757 | val_loss: 0.0313381 | Time: 1757.41 ms [2021-01-06 08:23:37 main:574] : INFO : Epoch 2025 | loss: 0.0309701 | val_loss: 0.0313367 | Time: 1918.08 ms [2021-01-06 08:23:39 main:574] : INFO : Epoch 2026 | loss: 0.0309644 | val_loss: 0.0313271 | Time: 1762.79 ms [2021-01-06 08:23:41 main:574] : INFO : Epoch 2027 | loss: 0.0309739 | val_loss: 0.0313406 | Time: 1926.52 ms [2021-01-06 08:23:43 main:574] : INFO : Epoch 2028 | loss: 0.0309792 | val_loss: 0.0313126 | Time: 1777.01 ms [2021-01-06 08:23:44 main:574] : INFO : Epoch 2029 | loss: 0.0309852 | val_loss: 0.0313234 | Time: 1894.85 ms [2021-01-06 08:23:46 main:574] : INFO : Epoch 2030 | loss: 0.0309759 | val_loss: 0.0313141 | Time: 1787.27 ms [2021-01-06 08:23:48 main:574] : INFO : Epoch 2031 | loss: 0.0309771 | val_loss: 0.031316 | Time: 1842.86 ms [2021-01-06 08:23:50 main:574] : INFO : Epoch 2032 | loss: 0.0309807 | val_loss: 0.0313573 | Time: 1853.6 ms [2021-01-06 08:23:52 main:574] : INFO : Epoch 2033 | loss: 0.0309771 | val_loss: 0.0313529 | Time: 1798.93 ms [2021-01-06 08:23:54 main:574] : INFO : Epoch 2034 | loss: 0.0309786 | val_loss: 0.0313148 | Time: 1964.64 ms [2021-01-06 08:23:56 main:574] : INFO : Epoch 2035 | loss: 0.0309759 | val_loss: 0.031311 | Time: 1778.62 ms [2021-01-06 08:23:57 main:574] : INFO : Epoch 2036 | loss: 0.0309727 | val_loss: 0.0313309 | Time: 1946.3 ms [2021-01-06 08:23:59 main:574] : INFO : Epoch 2037 | loss: 0.0309658 | val_loss: 0.0313195 | Time: 1738.97 ms [2021-01-06 08:24:01 main:574] : INFO : Epoch 2038 | loss: 0.030967 | val_loss: 0.0313304 | Time: 1941.23 ms [2021-01-06 08:24:03 main:574] : INFO : Epoch 2039 | loss: 0.0309738 | val_loss: 0.0313203 | Time: 1759.54 ms [2021-01-06 08:24:05 main:574] : INFO : Epoch 2040 | loss: 0.0309647 | val_loss: 0.0313503 | Time: 1914.26 ms [2021-01-06 08:24:07 main:574] : INFO : Epoch 2041 | loss: 0.030977 | val_loss: 0.0313217 | Time: 1761.07 ms [2021-01-06 08:24:09 main:574] : INFO : Epoch 2042 | loss: 0.0309749 | val_loss: 0.0313365 | Time: 1922.53 ms [2021-01-06 08:24:10 main:574] : INFO : Epoch 2043 | loss: 0.0309742 | val_loss: 0.0313523 | Time: 1790.17 ms [2021-01-06 08:24:12 main:574] : INFO : Epoch 2044 | loss: 0.0309691 | val_loss: 0.0313272 | Time: 1856.75 ms [2021-01-06 08:24:14 main:574] : INFO : Epoch 2045 | loss: 0.0309746 | val_loss: 0.0313404 | Time: 1850.22 ms [2021-01-06 08:24:16 main:574] : INFO : Epoch 2046 | loss: 0.0309696 | val_loss: 0.0313292 | Time: 1788.57 ms [2021-01-06 08:24:18 main:574] : INFO : Epoch 2047 | loss: 0.0309669 | val_loss: 0.0313307 | Time: 1916.11 ms [2021-01-06 08:24:20 main:574] : INFO : Epoch 2048 | loss: 0.0309731 | val_loss: 0.0313426 | Time: 1750.64 ms [2021-01-06 08:24:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313426 [2021-01-06 08:24:20 main:603] : INFO : Saving end state to config to file [2021-01-06 08:24:20 main:608] : INFO : Success, exiting.. 08:24:20 (8612): 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)