Task 4120260
| Name | ParityMachine-1612382952-14163-2_0 |
| Workunit | 2232912 |
| Created | 19 Feb 2021, 14:05:15 UTC |
| Sent | 1 Mar 2021, 9:35:26 UTC |
| Report deadline | 8 Mar 2021, 9:35:26 UTC |
| Received | 1 Mar 2021, 20:32:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 4 min 57 sec |
| CPU time | 1 hours 4 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.89 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 09 main:581] : INFO : Epoch 1538 | loss: 0.0311661 | val_loss: 0.0311775 | Time: 2030.9 ms [2021-03-01 14:15:11 main:581] : INFO : Epoch 1539 | loss: 0.0311678 | val_loss: 0.0311747 | Time: 2206.89 ms [2021-03-01 14:15:13 main:581] : INFO : Epoch 1540 | loss: 0.0311647 | val_loss: 0.0311718 | Time: 1978.56 ms [2021-03-01 14:15:15 main:581] : INFO : Epoch 1541 | loss: 0.0311638 | val_loss: 0.0311709 | Time: 1866.7 ms [2021-03-01 14:15:16 main:581] : INFO : Epoch 1542 | loss: 0.0311649 | val_loss: 0.0311815 | Time: 1908.97 ms [2021-03-01 14:15:18 main:581] : INFO : Epoch 1543 | loss: 0.0311648 | val_loss: 0.0311716 | Time: 1872.48 ms [2021-03-01 14:15:20 main:581] : INFO : Epoch 1544 | loss: 0.031163 | val_loss: 0.0311718 | Time: 1977.79 ms [2021-03-01 14:15:22 main:581] : INFO : Epoch 1545 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 1872.78 ms [2021-03-01 14:15:24 main:581] : INFO : Epoch 1546 | loss: 0.0311636 | val_loss: 0.0311734 | Time: 1989.43 ms [2021-03-01 14:15:26 main:581] : INFO : Epoch 1547 | loss: 0.0311652 | val_loss: 0.0311831 | Time: 1850.22 ms [2021-03-01 14:15:28 main:581] : INFO : Epoch 1548 | loss: 0.0311645 | val_loss: 0.0311736 | Time: 1963.87 ms [2021-03-01 14:15:30 main:581] : INFO : Epoch 1549 | loss: 0.0311648 | val_loss: 0.0311725 | Time: 2072.14 ms [2021-03-01 14:15:32 main:581] : INFO : Epoch 1550 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 1919.41 ms [2021-03-01 14:15:34 main:581] : INFO : Epoch 1551 | loss: 0.0311622 | val_loss: 0.031175 | Time: 2019.87 ms [2021-03-01 14:15:36 main:581] : INFO : Epoch 1552 | loss: 0.0311631 | val_loss: 0.0311759 | Time: 1897.13 ms [2021-03-01 14:15:38 main:581] : INFO : Epoch 1553 | loss: 0.0311624 | val_loss: 0.0311726 | Time: 1866.38 ms [2021-03-01 14:15:40 main:581] : INFO : Epoch 1554 | loss: 0.0311632 | val_loss: 0.0311733 | Time: 1912.24 ms [2021-03-01 14:15:42 main:581] : INFO : Epoch 1555 | loss: 0.0311653 | val_loss: 0.0311768 | Time: 1976.6 ms [2021-03-01 14:15:44 main:581] : INFO : Epoch 1556 | loss: 0.0311623 | val_loss: 0.0311716 | Time: 2028.76 ms [2021-03-01 14:15:46 main:581] : INFO : Epoch 1557 | loss: 0.0311638 | val_loss: 0.0311717 | Time: 1957.61 ms [2021-03-01 14:15:48 main:581] : INFO : Epoch 1558 | loss: 0.0311617 | val_loss: 0.0311759 | Time: 1884.3 ms [2021-03-01 14:15:49 main:581] : INFO : Epoch 1559 | loss: 0.0311655 | val_loss: 0.0311794 | Time: 1757.21 ms [2021-03-01 14:15:51 main:581] : INFO : Epoch 1560 | loss: 0.0311628 | val_loss: 0.031172 | Time: 1955.18 ms [2021-03-01 14:15:53 main:581] : INFO : Epoch 1561 | loss: 0.0311622 | val_loss: 0.0311716 | Time: 1855.23 ms [2021-03-01 14:15:55 main:581] : INFO : Epoch 1562 | loss: 0.0311618 | val_loss: 0.0311722 | Time: 1807.64 ms [2021-03-01 14:15:57 main:581] : INFO : Epoch 1563 | loss: 0.0311614 | val_loss: 0.0311713 | Time: 1784.17 ms [2021-03-01 14:15:59 main:581] : INFO : Epoch 1564 | loss: 0.0311626 | val_loss: 0.0311711 | Time: 1865.58 ms [2021-03-01 14:16:01 main:581] : INFO : Epoch 1565 | loss: 0.0311635 | val_loss: 0.0311748 | Time: 1925.7 ms [2021-03-01 14:16:02 main:581] : INFO : Epoch 1566 | loss: 0.0311621 | val_loss: 0.0311719 | Time: 1987.57 ms [2021-03-01 14:16:04 main:581] : INFO : Epoch 1567 | loss: 0.0311617 | val_loss: 0.0311712 | Time: 1998.16 ms [2021-03-01 14:16:06 main:581] : INFO : Epoch 1568 | loss: 0.0311612 | val_loss: 0.0311694 | Time: 1877.51 ms [2021-03-01 14:16:08 main:581] : INFO : Epoch 1569 | loss: 0.0311632 | val_loss: 0.031169 | Time: 1897.89 ms [2021-03-01 14:16:10 main:581] : INFO : Epoch 1570 | loss: 0.0311623 | val_loss: 0.03117 | Time: 1946.85 ms [2021-03-01 14:16:12 main:581] : INFO : Epoch 1571 | loss: 0.0311619 | val_loss: 0.031169 | Time: 1770.91 ms [2021-03-01 14:16:14 main:581] : INFO : Epoch 1572 | loss: 0.0311602 | val_loss: 0.0311706 | Time: 1969.78 ms [2021-03-01 14:16:16 main:581] : INFO : Epoch 1573 | loss: 0.0311609 | val_loss: 0.0311726 | Time: 1882.93 ms [2021-03-01 14:16:18 main:581] : INFO : Epoch 1574 | loss: 0.0311636 | val_loss: 0.031172 | Time: 1943.83 ms [2021-03-01 14:16:20 main:581] : INFO : Epoch 1575 | loss: 0.0311622 | val_loss: 0.0311727 | Time: 1904.95 ms [2021-03-01 14:16:22 main:581] : INFO : Epoch 1576 | loss: 0.0311656 | val_loss: 0.0311728 | Time: 2152.43 ms [2021-03-01 14:16:24 main:581] : INFO : Epoch 1577 | loss: 0.0311682 | val_loss: 0.031176 | Time: 1854.3 ms [2021-03-01 14:16:25 main:581] : INFO : Epoch 1578 | loss: 0.0311675 | val_loss: 0.0311743 | Time: 1731.17 ms [2021-03-01 14:16:27 main:581] : INFO : Epoch 1579 | loss: 0.0311678 | val_loss: 0.0311751 | Time: 1807.93 ms [2021-03-01 14:16:29 main:581] : INFO : Epoch 1580 | loss: 0.0311658 | val_loss: 0.0311718 | Time: 1836.88 ms [2021-03-01 14:16:31 main:581] : INFO : Epoch 1581 | loss: 0.031165 | val_loss: 0.0311717 | Time: 1929.75 ms [2021-03-01 14:16:33 main:581] : INFO : Epoch 1582 | loss: 0.0311644 | val_loss: 0.0311716 | Time: 1758.8 ms [2021-03-01 14:16:35 main:581] : INFO : Epoch 1583 | loss: 0.0311658 | val_loss: 0.0311736 | Time: 1779.12 ms [2021-03-01 14:16:36 main:581] : INFO : Epoch 1584 | loss: 0.0311672 | val_loss: 0.0311804 | Time: 1939.77 ms [2021-03-01 14:16:38 main:581] : INFO : Epoch 1585 | loss: 0.0311663 | val_loss: 0.031171 | Time: 1933.13 ms [2021-03-01 14:16:40 main:581] : INFO : Epoch 1586 | loss: 0.0311631 | val_loss: 0.0311725 | Time: 1769.73 ms [2021-03-01 14:16:42 main:581] : INFO : Epoch 1587 | loss: 0.0311643 | val_loss: 0.03117 | Time: 1866.13 ms [2021-03-01 14:16:44 main:581] : INFO : Epoch 1588 | loss: 0.0311664 | val_loss: 0.031172 | Time: 1807.81 ms [2021-03-01 14:16:46 main:581] : INFO : Epoch 1589 | loss: 0.0311669 | val_loss: 0.0311702 | Time: 1853.16 ms [2021-03-01 14:16:48 main:581] : INFO : Epoch 1590 | loss: 0.0311648 | val_loss: 0.0311725 | Time: 1969.16 ms [2021-03-01 14:16:50 main:581] : INFO : Epoch 1591 | loss: 0.031165 | val_loss: 0.0311725 | Time: 2052.67 ms [2021-03-01 14:16:52 main:581] : INFO : Epoch 1592 | loss: 0.0311657 | val_loss: 0.0311711 | Time: 1968.25 ms [2021-03-01 14:16:54 main:581] : INFO : Epoch 1593 | loss: 0.0311651 | val_loss: 0.0311699 | Time: 1987.49 ms [2021-03-01 14:16:56 main:581] : INFO : Epoch 1594 | loss: 0.0311636 | val_loss: 0.0311707 | Time: 2099.53 ms [2021-03-01 14:16:58 main:581] : INFO : Epoch 1595 | loss: 0.031162 | val_loss: 0.0311695 | Time: 1870.15 ms [2021-03-01 14:17:00 main:581] : INFO : Epoch 1596 | loss: 0.0311616 | val_loss: 0.031169 | Time: 1979.96 ms [2021-03-01 14:17:01 main:581] : INFO : Epoch 1597 | loss: 0.0311632 | val_loss: 0.0311707 | Time: 1810.05 ms [2021-03-01 14:17:03 main:581] : INFO : Epoch 1598 | loss: 0.0311654 | val_loss: 0.0311697 | Time: 2041.27 ms [2021-03-01 14:17:05 main:581] : INFO : Epoch 1599 | loss: 0.0311644 | val_loss: 0.0311716 | Time: 1992.02 ms [2021-03-01 14:17:07 main:581] : INFO : Epoch 1600 | loss: 0.0311619 | val_loss: 0.0311709 | Time: 1947.79 ms [2021-03-01 14:17:09 main:581] : INFO : Epoch 1601 | loss: 0.0311615 | val_loss: 0.0311702 | Time: 1949.54 ms [2021-03-01 14:17:11 main:581] : INFO : Epoch 1602 | loss: 0.031161 | val_loss: 0.0311719 | Time: 1907.88 ms [2021-03-01 14:17:13 main:581] : INFO : Epoch 1603 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 1911.58 ms [2021-03-01 14:17:15 main:581] : INFO : Epoch 1604 | loss: 0.0311608 | val_loss: 0.0311707 | Time: 1811.45 ms [2021-03-01 14:17:17 main:581] : INFO : Epoch 1605 | loss: 0.0311615 | val_loss: 0.031172 | Time: 1964.03 ms [2021-03-01 14:17:19 main:581] : INFO : Epoch 1606 | loss: 0.0311611 | val_loss: 0.0311705 | Time: 1863.71 ms [2021-03-01 14:17:21 main:581] : INFO : Epoch 1607 | loss: 0.0311651 | val_loss: 0.0311704 | Time: 2095.26 ms [2021-03-01 14:17:23 main:581] : INFO : Epoch 1608 | loss: 0.0311641 | val_loss: 0.0311708 | Time: 1874.79 ms [2021-03-01 14:17:25 main:581] : INFO : Epoch 1609 | loss: 0.0311642 | val_loss: 0.0311734 | Time: 1721.59 ms [2021-03-01 14:17:26 main:581] : INFO : Epoch 1610 | loss: 0.031162 | val_loss: 0.031173 | Time: 1754.3 ms [2021-03-01 14:17:28 main:581] : INFO : Epoch 1611 | loss: 0.0311632 | val_loss: 0.0311712 | Time: 1844.8 ms [2021-03-01 14:17:30 main:581] : INFO : Epoch 1612 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 2019.42 ms [2021-03-01 14:17:32 main:581] : INFO : Epoch 1613 | loss: 0.0311629 | val_loss: 0.0311731 | Time: 1838.32 ms [2021-03-01 14:17:34 main:581] : INFO : Epoch 1614 | loss: 0.0311625 | val_loss: 0.0311723 | Time: 2012.83 ms [2021-03-01 14:17:36 main:581] : INFO : Epoch 1615 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 1905.68 ms [2021-03-01 14:17:38 main:581] : INFO : Epoch 1616 | loss: 0.031162 | val_loss: 0.0311713 | Time: 1980.54 ms [2021-03-01 14:17:40 main:581] : INFO : Epoch 1617 | loss: 0.0311628 | val_loss: 0.0311726 | Time: 1979.91 ms [2021-03-01 14:17:42 main:581] : INFO : Epoch 1618 | loss: 0.0311629 | val_loss: 0.0311719 | Time: 1863.52 ms [2021-03-01 14:17:44 main:581] : INFO : Epoch 1619 | loss: 0.0311635 | val_loss: 0.0311689 | Time: 2046.69 ms [2021-03-01 14:17:46 main:581] : INFO : Epoch 1620 | loss: 0.0311622 | val_loss: 0.0311697 | Time: 1825.61 ms [2021-03-01 14:17:48 main:581] : INFO : Epoch 1621 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 1904.61 ms [2021-03-01 14:17:49 main:581] : INFO : Epoch 1622 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 1751.88 ms [2021-03-01 14:17:51 main:581] : INFO : Epoch 1623 | loss: 0.0311614 | val_loss: 0.0311693 | Time: 1920.76 ms [2021-03-01 14:17:53 main:581] : INFO : Epoch 1624 | loss: 0.031165 | val_loss: 0.031179 | Time: 2043.31 ms [2021-03-01 14:17:55 main:581] : INFO : Epoch 1625 | loss: 0.031166 | val_loss: 0.0311741 | Time: 2018.05 ms [2021-03-01 14:17:57 main:581] : INFO : Epoch 1626 | loss: 0.0311653 | val_loss: 0.0311705 | Time: 2124.23 ms [2021-03-01 14:17:59 main:581] : INFO : Epoch 1627 | loss: 0.0311623 | val_loss: 0.0311751 | Time: 1886.29 ms [2021-03-01 14:18:01 main:581] : INFO : Epoch 1628 | loss: 0.0311617 | val_loss: 0.0311698 | Time: 2077.35 ms [2021-03-01 14:18:03 main:581] : INFO : Epoch 1629 | loss: 0.0311614 | val_loss: 0.0311718 | Time: 2061.73 ms [2021-03-01 14:18:05 main:581] : INFO : Epoch 1630 | loss: 0.0311606 | val_loss: 0.0311708 | Time: 1790.95 ms [2021-03-01 14:18:07 main:581] : INFO : Epoch 1631 | loss: 0.0311597 | val_loss: 0.0311733 | Time: 1805.56 ms [2021-03-01 14:18:09 main:581] : INFO : Epoch 1632 | loss: 0.0311637 | val_loss: 0.0311755 | Time: 1985.75 ms [2021-03-01 14:18:11 main:581] : INFO : Epoch 1633 | loss: 0.0311657 | val_loss: 0.0311706 | Time: 1788.03 ms [2021-03-01 14:18:13 main:581] : INFO : Epoch 1634 | loss: 0.0311608 | val_loss: 0.031176 | Time: 1941.24 ms [2021-03-01 14:18:15 main:581] : INFO : Epoch 1635 | loss: 0.0311637 | val_loss: 0.031174 | Time: 1856.19 ms [2021-03-01 14:18:16 main:581] : INFO : Epoch 1636 | loss: 0.0311603 | val_loss: 0.0311706 | Time: 1861.88 ms [2021-03-01 14:18:18 main:581] : INFO : Epoch 1637 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 2054.69 ms [2021-03-01 14:18:21 main:581] : INFO : Epoch 1638 | loss: 0.0311596 | val_loss: 0.0311713 | Time: 2035.49 ms [2021-03-01 14:18:22 main:581] : INFO : Epoch 1639 | loss: 0.0311598 | val_loss: 0.0311748 | Time: 1748.94 ms [2021-03-01 14:18:24 main:581] : INFO : Epoch 1640 | loss: 0.0311604 | val_loss: 0.0311726 | Time: 1759.2 ms [2021-03-01 14:18:26 main:581] : INFO : Epoch 1641 | loss: 0.0311589 | val_loss: 0.0311729 | Time: 1953.3 ms [2021-03-01 14:18:28 main:581] : INFO : Epoch 1642 | loss: 0.0311596 | val_loss: 0.0311733 | Time: 1918.15 ms [2021-03-01 14:18:30 main:581] : INFO : Epoch 1643 | loss: 0.0311614 | val_loss: 0.0311724 | Time: 1915.99 ms [2021-03-01 14:18:32 main:581] : INFO : Epoch 1644 | loss: 0.0311619 | val_loss: 0.0311729 | Time: 1981.53 ms [2021-03-01 14:18:34 main:581] : INFO : Epoch 1645 | loss: 0.0311629 | val_loss: 0.0311755 | Time: 1969.45 ms [2021-03-01 14:18:36 main:581] : INFO : Epoch 1646 | loss: 0.0311616 | val_loss: 0.0311742 | Time: 2042.59 ms [2021-03-01 14:18:38 main:581] : INFO : Epoch 1647 | loss: 0.0311609 | val_loss: 0.0311746 | Time: 1953.89 ms [2021-03-01 14:18:40 main:581] : INFO : Epoch 1648 | loss: 0.03116 | val_loss: 0.0311733 | Time: 1947.84 ms [2021-03-01 14:18:42 main:581] : INFO : Epoch 1649 | loss: 0.0311595 | val_loss: 0.0311731 | Time: 1977.4 ms [2021-03-01 14:18:43 main:581] : INFO : Epoch 1650 | loss: 0.0311611 | val_loss: 0.0311737 | Time: 1796.68 ms [2021-03-01 14:18:45 main:581] : INFO : Epoch 1651 | loss: 0.0311592 | val_loss: 0.0311739 | Time: 1765.09 ms [2021-03-01 14:18:47 main:581] : INFO : Epoch 1652 | loss: 0.0311596 | val_loss: 0.0311742 | Time: 1763.3 ms [2021-03-01 14:18:49 main:581] : INFO : Epoch 1653 | loss: 0.0311594 | val_loss: 0.0311732 | Time: 2022.08 ms [2021-03-01 14:18:51 main:581] : INFO : Epoch 1654 | loss: 0.0311589 | val_loss: 0.0311789 | Time: 1925.07 ms [2021-03-01 14:18:53 main:581] : INFO : Epoch 1655 | loss: 0.0311597 | val_loss: 0.0311763 | Time: 2010.21 ms [2021-03-01 14:18:55 main:581] : INFO : Epoch 1656 | loss: 0.0311604 | val_loss: 0.0311717 | Time: 2058.31 ms [2021-03-01 14:18:57 main:581] : INFO : Epoch 1657 | loss: 0.0311611 | val_loss: 0.0311767 | Time: 1808.01 ms [2021-03-01 14:18:59 main:581] : INFO : Epoch 1658 | loss: 0.0311621 | val_loss: 0.0311727 | Time: 1761 ms [2021-03-01 14:19:01 main:581] : INFO : Epoch 1659 | loss: 0.0311594 | val_loss: 0.0311736 | Time: 1911.8 ms [2021-03-01 14:19:02 main:581] : INFO : Epoch 1660 | loss: 0.0311589 | val_loss: 0.03118 | Time: 1740.07 ms [2021-03-01 14:19:04 main:581] : INFO : Epoch 1661 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 1896.09 ms [2021-03-01 14:19:06 main:581] : INFO : Epoch 1662 | loss: 0.0311582 | val_loss: 0.0311712 | Time: 1928.47 ms [2021-03-01 14:19:08 main:581] : INFO : Epoch 1663 | loss: 0.0311583 | val_loss: 0.031173 | Time: 1923.93 ms [2021-03-01 14:19:10 main:581] : INFO : Epoch 1664 | loss: 0.0311586 | val_loss: 0.0311721 | Time: 1961.46 ms [2021-03-01 14:19:12 main:581] : INFO : Epoch 1665 | loss: 0.0311604 | val_loss: 0.0311728 | Time: 2088.26 ms [2021-03-01 14:19:14 main:581] : INFO : Epoch 1666 | loss: 0.0311584 | val_loss: 0.0311747 | Time: 1939.56 ms [2021-03-01 14:19:16 main:581] : INFO : Epoch 1667 | loss: 0.0311609 | val_loss: 0.0311734 | Time: 1822.98 ms [2021-03-01 14:19:18 main:581] : INFO : Epoch 1668 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 1858.37 ms [2021-03-01 14:19:20 main:581] : INFO : Epoch 1669 | loss: 0.0311618 | val_loss: 0.0311767 | Time: 1997.05 ms [2021-03-01 14:19:22 main:581] : INFO : Epoch 1670 | loss: 0.0311641 | val_loss: 0.0311785 | Time: 2026.95 ms [2021-03-01 14:19:24 main:581] : INFO : Epoch 1671 | loss: 0.0311618 | val_loss: 0.0311837 | Time: 2007.74 ms [2021-03-01 14:19:26 main:581] : INFO : Epoch 1672 | loss: 0.0311603 | val_loss: 0.0311796 | Time: 1943.95 ms [2021-03-01 14:19:28 main:581] : INFO : Epoch 1673 | loss: 0.0311616 | val_loss: 0.0311747 | Time: 2141.75 ms [2021-03-01 14:19:30 main:581] : INFO : Epoch 1674 | loss: 0.0311588 | val_loss: 0.0311731 | Time: 1938.47 ms [2021-03-01 14:19:32 main:581] : INFO : Epoch 1675 | loss: 0.0311585 | val_loss: 0.0311724 | Time: 2063.38 ms [2021-03-01 14:19:34 main:581] : INFO : Epoch 1676 | loss: 0.0311591 | val_loss: 0.0311737 | Time: 1909.67 ms [2021-03-01 14:19:36 main:581] : INFO : Epoch 1677 | loss: 0.0311586 | val_loss: 0.0311729 | Time: 1966.27 ms [2021-03-01 14:19:38 main:581] : INFO : Epoch 1678 | loss: 0.0311574 | val_loss: 0.0311731 | Time: 1897.1 ms [2021-03-01 14:19:40 main:581] : INFO : Epoch 1679 | loss: 0.0311597 | val_loss: 0.0311734 | Time: 1970.72 ms [2021-03-01 14:19:42 main:581] : INFO : Epoch 1680 | loss: 0.0311587 | val_loss: 0.0311736 | Time: 2108.89 ms [2021-03-01 14:19:43 main:581] : INFO : Epoch 1681 | loss: 0.0311581 | val_loss: 0.0311718 | Time: 1833.7 ms [2021-03-01 14:19:46 main:581] : INFO : Epoch 1682 | loss: 0.0311636 | val_loss: 0.0311766 | Time: 2044.09 ms [2021-03-01 14:19:48 main:581] : INFO : Epoch 1683 | loss: 0.0311598 | val_loss: 0.0311712 | Time: 2134.9 ms [2021-03-01 14:19:50 main:581] : INFO : Epoch 1684 | loss: 0.031158 | val_loss: 0.0311754 | Time: 1845.3 ms [2021-03-01 14:19:51 main:581] : INFO : Epoch 1685 | loss: 0.0311578 | val_loss: 0.0311736 | Time: 1915.41 ms [2021-03-01 14:19:53 main:581] : INFO : Epoch 1686 | loss: 0.031159 | val_loss: 0.0311738 | Time: 1863.63 ms [2021-03-01 14:19:55 main:581] : INFO : Epoch 1687 | loss: 0.0311574 | val_loss: 0.0311753 | Time: 1751.85 ms [2021-03-01 14:19:57 main:581] : INFO : Epoch 1688 | loss: 0.0311605 | val_loss: 0.0311729 | Time: 1825.73 ms [2021-03-01 14:19:59 main:581] : INFO : Epoch 1689 | loss: 0.0311581 | val_loss: 0.0311735 | Time: 1951.62 ms [2021-03-01 14:20:01 main:581] : INFO : Epoch 1690 | loss: 0.0311601 | val_loss: 0.0311739 | Time: 1884.79 ms [2021-03-01 14:20:03 main:581] : INFO : Epoch 1691 | loss: 0.031157 | val_loss: 0.0311727 | Time: 1900 ms [2021-03-01 14:20:05 main:581] : INFO : Epoch 1692 | loss: 0.0311567 | val_loss: 0.0311779 | Time: 2077.63 ms [2021-03-01 14:20:07 main:581] : INFO : Epoch 1693 | loss: 0.031158 | val_loss: 0.0311767 | Time: 1854.09 ms [2021-03-01 14:20:08 main:581] : INFO : Epoch 1694 | loss: 0.0311616 | val_loss: 0.0311736 | Time: 1831.76 ms [2021-03-01 14:20:10 main:581] : INFO : Epoch 1695 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 2039.25 ms [2021-03-01 14:20:12 main:581] : INFO : Epoch 1696 | loss: 0.0311609 | val_loss: 0.0311742 | Time: 1936.99 ms [2021-03-01 14:20:14 main:581] : INFO : Epoch 1697 | loss: 0.0311599 | val_loss: 0.0311733 | Time: 1944.71 ms [2021-03-01 14:20:16 main:581] : INFO : Epoch 1698 | loss: 0.0311604 | val_loss: 0.0311709 | Time: 1968.16 ms [2021-03-01 14:20:18 main:581] : INFO : Epoch 1699 | loss: 0.0311603 | val_loss: 0.0311732 | Time: 1847.62 ms [2021-03-01 14:20:20 main:581] : INFO : Epoch 1700 | loss: 0.0311604 | val_loss: 0.0311716 | Time: 1869.73 ms [2021-03-01 14:20:22 main:581] : INFO : Epoch 1701 | loss: 0.0311592 | val_loss: 0.0311724 | Time: 1908.29 ms [2021-03-01 14:20:24 main:581] : INFO : Epoch 1702 | loss: 0.0311598 | val_loss: 0.0311746 | Time: 1790.23 ms [2021-03-01 14:20:26 main:581] : INFO : Epoch 1703 | loss: 0.0311596 | val_loss: 0.0311818 | Time: 2081.28 ms [2021-03-01 14:20:28 main:581] : INFO : Epoch 1704 | loss: 0.031162 | val_loss: 0.031173 | Time: 1967.51 ms [2021-03-01 14:20:30 main:581] : INFO : Epoch 1705 | loss: 0.0311631 | val_loss: 0.0311745 | Time: 2075.13 ms [2021-03-01 14:20:32 main:581] : INFO : Epoch 1706 | loss: 0.0311598 | val_loss: 0.0311732 | Time: 2155.5 ms [2021-03-01 14:20:34 main:581] : INFO : Epoch 1707 | loss: 0.0311581 | val_loss: 0.0311726 | Time: 1978.45 ms [2021-03-01 14:20:36 main:581] : INFO : Epoch 1708 | loss: 0.0311585 | val_loss: 0.0311751 | Time: 1884.51 ms [2021-03-01 14:20:38 main:581] : INFO : Epoch 1709 | loss: 0.0311576 | val_loss: 0.0311737 | Time: 1984.67 ms [2021-03-01 14:20:40 main:581] : INFO : Epoch 1710 | loss: 0.0311611 | val_loss: 0.0311725 | Time: 1819.45 ms [2021-03-01 14:20:42 main:581] : INFO : Epoch 1711 | loss: 0.0311598 | val_loss: 0.031173 | Time: 1901.58 ms [2021-03-01 14:20:44 main:581] : INFO : Epoch 1712 | loss: 0.0311578 | val_loss: 0.0311735 | Time: 2056.24 ms [2021-03-01 14:20:45 main:581] : INFO : Epoch 1713 | loss: 0.0311576 | val_loss: 0.0311734 | Time: 1859.11 ms [2021-03-01 14:20:47 main:581] : INFO : Epoch 1714 | loss: 0.0311567 | val_loss: 0.0311724 | Time: 2009.37 ms [2021-03-01 14:20:49 main:581] : INFO : Epoch 1715 | loss: 0.0311575 | val_loss: 0.0311741 | Time: 1950.51 ms [2021-03-01 14:20:51 main:581] : INFO : Epoch 1716 | loss: 0.0311574 | val_loss: 0.0311744 | Time: 1900.3 ms [2021-03-01 14:20:53 main:581] : INFO : Epoch 1717 | loss: 0.0311572 | val_loss: 0.0311738 | Time: 1910.62 ms [2021-03-01 14:20:55 main:581] : INFO : Epoch 1718 | loss: 0.031156 | val_loss: 0.0311743 | Time: 1991.24 ms [2021-03-01 14:20:57 main:581] : INFO : Epoch 1719 | loss: 0.0311583 | val_loss: 0.0311732 | Time: 1824.51 ms [2021-03-01 14:20:59 main:581] : INFO : Epoch 1720 | loss: 0.0311563 | val_loss: 0.0311769 | Time: 1855.26 ms [2021-03-01 14:21:01 main:581] : INFO : Epoch 1721 | loss: 0.0311591 | val_loss: 0.0311756 | Time: 1933.62 ms [2021-03-01 14:21:03 main:581] : INFO : Epoch 1722 | loss: 0.0311573 | val_loss: 0.0311749 | Time: 2004.62 ms [2021-03-01 14:21:05 main:581] : INFO : Epoch 1723 | loss: 0.0311589 | val_loss: 0.0311799 | Time: 1890.33 ms [2021-03-01 14:21:07 main:581] : INFO : Epoch 1724 | loss: 0.0311581 | val_loss: 0.0311746 | Time: 1837.15 ms [2021-03-01 14:21:08 main:581] : INFO : Epoch 1725 | loss: 0.0311571 | val_loss: 0.0311745 | Time: 1722.35 ms [2021-03-01 14:21:10 main:581] : INFO : Epoch 1726 | loss: 0.0311562 | val_loss: 0.0311759 | Time: 1627.71 ms [2021-03-01 14:21:12 main:581] : INFO : Epoch 1727 | loss: 0.0311569 | val_loss: 0.0311763 | Time: 1859.3 ms [2021-03-01 14:21:14 main:581] : INFO : Epoch 1728 | loss: 0.0311568 | val_loss: 0.0311806 | Time: 1869.78 ms [2021-03-01 14:21:15 main:581] : INFO : Epoch 1729 | loss: 0.0311562 | val_loss: 0.0311736 | Time: 1626.24 ms [2021-03-01 14:21:17 main:581] : INFO : Epoch 1730 | loss: 0.0311559 | val_loss: 0.0311743 | Time: 1809.6 ms [2021-03-01 14:21:19 main:581] : INFO : Epoch 1731 | loss: 0.0311548 | val_loss: 0.0311757 | Time: 1836.57 ms [2021-03-01 14:21:21 main:581] : INFO : Epoch 1732 | loss: 0.0311558 | val_loss: 0.031174 | Time: 1773.59 ms [2021-03-01 14:21:22 main:581] : INFO : Epoch 1733 | loss: 0.031155 | val_loss: 0.031177 | Time: 1645.92 ms [2021-03-01 14:21:24 main:581] : INFO : Epoch 1734 | loss: 0.0311571 | val_loss: 0.0311738 | Time: 1882.89 ms [2021-03-01 14:21:26 main:581] : INFO : Epoch 1735 | loss: 0.0311583 | val_loss: 0.031176 | Time: 1844.44 ms [2021-03-01 14:21:28 main:581] : INFO : Epoch 1736 | loss: 0.0311569 | val_loss: 0.031175 | Time: 1926.71 ms [2021-03-01 14:21:30 main:581] : INFO : Epoch 1737 | loss: 0.0311556 | val_loss: 0.0311748 | Time: 1713.21 ms [2021-03-01 14:21:32 main:581] : INFO : Epoch 1738 | loss: 0.0311576 | val_loss: 0.0311773 | Time: 1871.29 ms [2021-03-01 14:21:34 main:581] : INFO : Epoch 1739 | loss: 0.031156 | val_loss: 0.0311761 | Time: 1934.8 ms [2021-03-01 14:21:35 main:581] : INFO : Epoch 1740 | loss: 0.0311552 | val_loss: 0.0311759 | Time: 1775.26 ms [2021-03-01 14:21:37 main:581] : INFO : Epoch 1741 | loss: 0.0311553 | val_loss: 0.0311789 | Time: 1921.52 ms [2021-03-01 14:21:39 main:581] : INFO : Epoch 1742 | loss: 0.0311574 | val_loss: 0.0311743 | Time: 1828.19 ms [2021-03-01 14:21:41 main:581] : INFO : Epoch 1743 | loss: 0.0311576 | val_loss: 0.0311735 | Time: 1876.64 ms [2021-03-01 14:21:43 main:581] : INFO : Epoch 1744 | loss: 0.0311647 | val_loss: 0.0311721 | Time: 1875.27 ms [2021-03-01 14:21:45 main:581] : INFO : Epoch 1745 | loss: 0.0311625 | val_loss: 0.0311707 | Time: 1902.12 ms [2021-03-01 14:21:47 main:581] : INFO : Epoch 1746 | loss: 0.0311633 | val_loss: 0.0311752 | Time: 1905.29 ms [2021-03-01 14:21:48 main:581] : INFO : Epoch 1747 | loss: 0.0311643 | val_loss: 0.0311712 | Time: 1801.28 ms [2021-03-01 14:21:50 main:581] : INFO : Epoch 1748 | loss: 0.0311679 | val_loss: 0.0311707 | Time: 1974.24 ms [2021-03-01 14:21:52 main:581] : INFO : Epoch 1749 | loss: 0.0311626 | val_loss: 0.0311683 | Time: 1994.75 ms [2021-03-01 14:21:54 main:581] : INFO : Epoch 1750 | loss: 0.0311599 | val_loss: 0.0311685 | Time: 2036.95 ms [2021-03-01 14:21:56 main:581] : INFO : Epoch 1751 | loss: 0.0311606 | val_loss: 0.0311759 | Time: 2039.21 ms [2021-03-01 14:21:58 main:581] : INFO : Epoch 1752 | loss: 0.0311605 | val_loss: 0.031169 | Time: 1828.39 ms [2021-03-01 14:22:00 main:581] : INFO : Epoch 1753 | loss: 0.0311622 | val_loss: 0.0311714 | Time: 1864.93 ms [2021-03-01 14:22:02 main:581] : INFO : Epoch 1754 | loss: 0.0311618 | val_loss: 0.0311706 | Time: 1834.45 ms [2021-03-01 14:22:04 main:581] : INFO : Epoch 1755 | loss: 0.0311598 | val_loss: 0.0311708 | Time: 1871.23 ms [2021-03-01 14:22:06 main:581] : INFO : Epoch 1756 | loss: 0.0311603 | val_loss: 0.0311704 | Time: 1871.07 ms [2021-03-01 14:22:08 main:581] : INFO : Epoch 1757 | loss: 0.0311626 | val_loss: 0.0311695 | Time: 1977.91 ms [2021-03-01 14:22:10 main:581] : INFO : Epoch 1758 | loss: 0.0311606 | val_loss: 0.0311711 | Time: 1894.31 ms [2021-03-01 14:22:11 main:581] : INFO : Epoch 1759 | loss: 0.0311616 | val_loss: 0.0311698 | Time: 1907.51 ms [2021-03-01 14:22:13 main:581] : INFO : Epoch 1760 | loss: 0.0311621 | val_loss: 0.0311719 | Time: 1860.22 ms [2021-03-01 14:22:15 main:581] : INFO : Epoch 1761 | loss: 0.0311624 | val_loss: 0.0311754 | Time: 1608.22 ms [2021-03-01 14:22:17 main:581] : INFO : Epoch 1762 | loss: 0.0311615 | val_loss: 0.0311704 | Time: 1740.4 ms [2021-03-01 14:22:19 main:581] : INFO : Epoch 1763 | loss: 0.0311604 | val_loss: 0.0311701 | Time: 1856.2 ms [2021-03-01 14:22:20 main:581] : INFO : Epoch 1764 | loss: 0.0311592 | val_loss: 0.0311762 | Time: 1853.93 ms [2021-03-01 14:22:22 main:581] : INFO : Epoch 1765 | loss: 0.0311606 | val_loss: 0.0311709 | Time: 1913.82 ms [2021-03-01 14:22:24 main:581] : INFO : Epoch 1766 | loss: 0.0311587 | val_loss: 0.0311702 | Time: 1906.57 ms [2021-03-01 14:22:26 main:581] : INFO : Epoch 1767 | loss: 0.0311596 | val_loss: 0.0311732 | Time: 1929.78 ms [2021-03-01 14:22:28 main:581] : INFO : Epoch 1768 | loss: 0.0311617 | val_loss: 0.03117 | Time: 2003.88 ms [2021-03-01 14:22:30 main:581] : INFO : Epoch 1769 | loss: 0.0311585 | val_loss: 0.031171 | Time: 1778.6 ms [2021-03-01 14:22:32 main:581] : INFO : Epoch 1770 | loss: 0.0311579 | val_loss: 0.03117 | Time: 1804.09 ms [2021-03-01 14:22:34 main:581] : INFO : Epoch 1771 | loss: 0.0311578 | val_loss: 0.0311699 | Time: 1800.93 ms [2021-03-01 14:22:35 main:581] : INFO : Epoch 1772 | loss: 0.0311579 | val_loss: 0.03117 | Time: 1831.81 ms [2021-03-01 14:22:37 main:581] : INFO : Epoch 1773 | loss: 0.0311596 | val_loss: 0.0311721 | Time: 1795.75 ms [2021-03-01 14:22:39 main:581] : INFO : Epoch 1774 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 1824.19 ms [2021-03-01 14:22:41 main:581] : INFO : Epoch 1775 | loss: 0.0311582 | val_loss: 0.0311709 | Time: 1932.63 ms [2021-03-01 14:22:43 main:581] : INFO : Epoch 1776 | loss: 0.0311576 | val_loss: 0.0311691 | Time: 1796.57 ms [2021-03-01 14:22:45 main:581] : INFO : Epoch 1777 | loss: 0.0311573 | val_loss: 0.0311717 | Time: 1827.51 ms [2021-03-01 14:22:47 main:581] : INFO : Epoch 1778 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 2039.23 ms [2021-03-01 14:22:48 main:581] : INFO : Epoch 1779 | loss: 0.0311577 | val_loss: 0.0311696 | Time: 1731.86 ms [2021-03-01 14:22:50 main:581] : INFO : Epoch 1780 | loss: 0.0311617 | val_loss: 0.0311725 | Time: 1922.9 ms [2021-03-01 14:22:52 main:581] : INFO : Epoch 1781 | loss: 0.0311597 | val_loss: 0.0311747 | Time: 2058.73 ms [2021-03-01 14:22:54 main:581] : INFO : Epoch 1782 | loss: 0.031161 | val_loss: 0.0311799 | Time: 1936.02 ms [2021-03-01 14:22:56 main:581] : INFO : Epoch 1783 | loss: 0.0311624 | val_loss: 0.0311714 | Time: 1985.29 ms [2021-03-01 14:22:58 main:581] : INFO : Epoch 1784 | loss: 0.0311617 | val_loss: 0.0311756 | Time: 1890.43 ms [2021-03-01 14:23:00 main:581] : INFO : Epoch 1785 | loss: 0.0311588 | val_loss: 0.03117 | Time: 1855.89 ms [2021-03-01 14:23:02 main:581] : INFO : Epoch 1786 | loss: 0.0311581 | val_loss: 0.0311702 | Time: 2047.71 ms [2021-03-01 14:23:04 main:581] : INFO : Epoch 1787 | loss: 0.0311578 | val_loss: 0.0311707 | Time: 1988.19 ms [2021-03-01 14:23:06 main:581] : INFO : Epoch 1788 | loss: 0.0311565 | val_loss: 0.0311698 | Time: 1832.71 ms [2021-03-01 14:23:08 main:581] : INFO : Epoch 1789 | loss: 0.0311577 | val_loss: 0.0311703 | Time: 1746.65 ms [2021-03-01 14:23:09 main:581] : INFO : Epoch 1790 | loss: 0.031156 | val_loss: 0.0311702 | Time: 1772.72 ms [2021-03-01 14:23:11 main:581] : INFO : Epoch 1791 | loss: 0.0311566 | val_loss: 0.0311714 | Time: 1921.88 ms [2021-03-01 14:23:13 main:581] : INFO : Epoch 1792 | loss: 0.0311565 | val_loss: 0.0311697 | Time: 2024.46 ms [2021-03-01 14:23:15 main:581] : INFO : Epoch 1793 | loss: 0.0311568 | val_loss: 0.03117 | Time: 1870.64 ms [2021-03-01 14:23:17 main:581] : INFO : Epoch 1794 | loss: 0.031157 | val_loss: 0.0311692 | Time: 1818.74 ms [2021-03-01 14:23:19 main:581] : INFO : Epoch 1795 | loss: 0.0311561 | val_loss: 0.0311719 | Time: 1682.27 ms [2021-03-01 14:23:21 main:581] : INFO : Epoch 1796 | loss: 0.0311592 | val_loss: 0.0311718 | Time: 2108.7 ms [2021-03-01 14:23:23 main:581] : INFO : Epoch 1797 | loss: 0.0311646 | val_loss: 0.0311755 | Time: 1867.64 ms [2021-03-01 14:23:25 main:581] : INFO : Epoch 1798 | loss: 0.0311587 | val_loss: 0.031169 | Time: 1855.73 ms [2021-03-01 14:23:26 main:581] : INFO : Epoch 1799 | loss: 0.0311565 | val_loss: 0.0311738 | Time: 1948.28 ms [2021-03-01 14:23:28 main:581] : INFO : Epoch 1800 | loss: 0.0311579 | val_loss: 0.0311813 | Time: 1967.5 ms [2021-03-01 14:23:30 main:581] : INFO : Epoch 1801 | loss: 0.031159 | val_loss: 0.0311713 | Time: 1949.29 ms [2021-03-01 14:23:32 main:581] : INFO : Epoch 1802 | loss: 0.0311568 | val_loss: 0.0311702 | Time: 2054.49 ms [2021-03-01 14:23:34 main:581] : INFO : Epoch 1803 | loss: 0.0311593 | val_loss: 0.0311696 | Time: 1941.1 ms [2021-03-01 14:23:36 main:581] : INFO : Epoch 1804 | loss: 0.031157 | val_loss: 0.0311725 | Time: 1798.12 ms [2021-03-01 14:23:38 main:581] : INFO : Epoch 1805 | loss: 0.0311568 | val_loss: 0.0311723 | Time: 2042.9 ms [2021-03-01 14:23:40 main:581] : INFO : Epoch 1806 | loss: 0.0311579 | val_loss: 0.0311789 | Time: 1773.35 ms [2021-03-01 14:23:42 main:581] : INFO : Epoch 1807 | loss: 0.0311584 | val_loss: 0.031169 | Time: 1744.16 ms [2021-03-01 14:23:44 main:581] : INFO : Epoch 1808 | loss: 0.0311569 | val_loss: 0.03117 | Time: 1899.6 ms [2021-03-01 14:23:46 main:581] : INFO : Epoch 1809 | loss: 0.0311579 | val_loss: 0.0311718 | Time: 1879.36 ms [2021-03-01 14:23:47 main:581] : INFO : Epoch 1810 | loss: 0.0311583 | val_loss: 0.0311692 | Time: 1895.3 ms [2021-03-01 14:23:49 main:581] : INFO : Epoch 1811 | loss: 0.0311562 | val_loss: 0.0311718 | Time: 1979.33 ms [2021-03-01 14:23:51 main:581] : INFO : Epoch 1812 | loss: 0.0311572 | val_loss: 0.0311702 | Time: 1902.5 ms [2021-03-01 14:23:53 main:581] : INFO : Epoch 1813 | loss: 0.0311581 | val_loss: 0.03117 | Time: 1775.12 ms [2021-03-01 14:23:55 main:581] : INFO : Epoch 1814 | loss: 0.0311564 | val_loss: 0.0311706 | Time: 2027.99 ms [2021-03-01 14:23:57 main:581] : INFO : Epoch 1815 | loss: 0.0311554 | val_loss: 0.0311699 | Time: 1783.91 ms [2021-03-01 14:23:59 main:581] : INFO : Epoch 1816 | loss: 0.0311554 | val_loss: 0.0311729 | Time: 1675.18 ms [2021-03-01 14:24:00 main:581] : INFO : Epoch 1817 | loss: 0.0311573 | val_loss: 0.0311876 | Time: 1810.3 ms [2021-03-01 14:24:02 main:581] : INFO : Epoch 1818 | loss: 0.0311596 | val_loss: 0.0311721 | Time: 1959.78 ms [2021-03-01 14:24:04 main:581] : INFO : Epoch 1819 | loss: 0.0311563 | val_loss: 0.0311756 | Time: 1842.21 ms [2021-03-01 14:24:06 main:581] : INFO : Epoch 1820 | loss: 0.0311574 | val_loss: 0.0311717 | Time: 2013.48 ms [2021-03-01 14:24:08 main:581] : INFO : Epoch 1821 | loss: 0.0311573 | val_loss: 0.0311706 | Time: 2067.68 ms [2021-03-01 14:24:10 main:581] : INFO : Epoch 1822 | loss: 0.0311558 | val_loss: 0.0311702 | Time: 1923.18 ms [2021-03-01 14:24:12 main:581] : INFO : Epoch 1823 | loss: 0.0311566 | val_loss: 0.0311719 | Time: 2126.14 ms [2021-03-01 14:24:14 main:581] : INFO : Epoch 1824 | loss: 0.0311569 | val_loss: 0.0311701 | Time: 1817.95 ms [2021-03-01 14:24:16 main:581] : INFO : Epoch 1825 | loss: 0.0311598 | val_loss: 0.0311722 | Time: 1773.78 ms [2021-03-01 14:24:18 main:581] : INFO : Epoch 1826 | loss: 0.0311553 | val_loss: 0.0311715 | Time: 2015.75 ms [2021-03-01 14:24:20 main:581] : INFO : Epoch 1827 | loss: 0.0311553 | val_loss: 0.0311787 | Time: 1970 ms [2021-03-01 14:24:22 main:581] : INFO : Epoch 1828 | loss: 0.0311614 | val_loss: 0.0311753 | Time: 2063.05 ms [2021-03-01 14:24:24 main:581] : INFO : Epoch 1829 | loss: 0.0311628 | val_loss: 0.0311778 | Time: 2139.86 ms [2021-03-01 14:24:26 main:581] : INFO : Epoch 1830 | loss: 0.0311624 | val_loss: 0.0311718 | Time: 2023.41 ms [2021-03-01 14:24:28 main:581] : INFO : Epoch 1831 | loss: 0.0311618 | val_loss: 0.0311707 | Time: 1997.72 ms [2021-03-01 14:24:30 main:581] : INFO : Epoch 1832 | loss: 0.0311609 | val_loss: 0.0311715 | Time: 2041.27 ms [2021-03-01 14:24:32 main:581] : INFO : Epoch 1833 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 1840.44 ms [2021-03-01 14:24:34 main:581] : INFO : Epoch 1834 | loss: 0.0311615 | val_loss: 0.0311721 | Time: 1858.83 ms [2021-03-01 14:24:36 main:581] : INFO : Epoch 1835 | loss: 0.0311619 | val_loss: 0.0311712 | Time: 1907.95 ms [2021-03-01 14:24:38 main:581] : INFO : Epoch 1836 | loss: 0.0311611 | val_loss: 0.0311716 | Time: 1830.62 ms [2021-03-01 14:24:40 main:581] : INFO : Epoch 1837 | loss: 0.0311628 | val_loss: 0.0311751 | Time: 2073.05 ms [2021-03-01 14:24:42 main:581] : INFO : Epoch 1838 | loss: 0.0311617 | val_loss: 0.0311696 | Time: 2068.08 ms [2021-03-01 14:24:44 main:581] : INFO : Epoch 1839 | loss: 0.0311587 | val_loss: 0.0311711 | Time: 1920.25 ms [2021-03-01 14:24:46 main:581] : INFO : Epoch 1840 | loss: 0.0311596 | val_loss: 0.0311709 | Time: 1856.18 ms [2021-03-01 14:24:47 main:581] : INFO : Epoch 1841 | loss: 0.0311596 | val_loss: 0.0311707 | Time: 1836.59 ms [2021-03-01 14:24:49 main:581] : INFO : Epoch 1842 | loss: 0.0311602 | val_loss: 0.0311704 | Time: 1890.96 ms [2021-03-01 14:24:51 main:581] : INFO : Epoch 1843 | loss: 0.0311583 | val_loss: 0.0311714 | Time: 1813.32 ms [2021-03-01 14:24:53 main:581] : INFO : Epoch 1844 | loss: 0.0311586 | val_loss: 0.0311743 | Time: 1834.22 ms [2021-03-01 14:24:55 main:581] : INFO : Epoch 1845 | loss: 0.0311591 | val_loss: 0.0311708 | Time: 1855.5 ms [2021-03-01 14:24:57 main:581] : INFO : Epoch 1846 | loss: 0.0311579 | val_loss: 0.0311748 | Time: 1919.26 ms [2021-03-01 14:24:59 main:581] : INFO : Epoch 1847 | loss: 0.0311587 | val_loss: 0.0311711 | Time: 1931.42 ms [2021-03-01 14:25:01 main:581] : INFO : Epoch 1848 | loss: 0.0311582 | val_loss: 0.0311735 | Time: 1934.92 ms [2021-03-01 14:25:02 main:581] : INFO : Epoch 1849 | loss: 0.0311579 | val_loss: 0.0311719 | Time: 1645.33 ms [2021-03-01 14:25:04 main:581] : INFO : Epoch 1850 | loss: 0.0311588 | val_loss: 0.0311714 | Time: 1828.88 ms [2021-03-01 14:25:06 main:581] : INFO : Epoch 1851 | loss: 0.0311576 | val_loss: 0.0311768 | Time: 1818.95 ms [2021-03-01 14:25:08 main:581] : INFO : Epoch 1852 | loss: 0.0311603 | val_loss: 0.0311743 | Time: 1876.14 ms [2021-03-01 14:25:10 main:581] : INFO : Epoch 1853 | loss: 0.0311579 | val_loss: 0.0311746 | Time: 1995.4 ms [2021-03-01 14:25:12 main:581] : INFO : Epoch 1854 | loss: 0.0311568 | val_loss: 0.0311726 | Time: 1846.08 ms [2021-03-01 14:25:14 main:581] : INFO : Epoch 1855 | loss: 0.031158 | val_loss: 0.0311723 | Time: 2011.03 ms [2021-03-01 14:25:16 main:581] : INFO : Epoch 1856 | loss: 0.0311615 | val_loss: 0.0311724 | Time: 2083.76 ms [2021-03-01 14:25:18 main:581] : INFO : Epoch 1857 | loss: 0.0311587 | val_loss: 0.0311762 | Time: 1868.07 ms [2021-03-01 14:25:19 main:581] : INFO : Epoch 1858 | loss: 0.0311582 | val_loss: 0.031172 | Time: 1913.6 ms [2021-03-01 14:25:21 main:581] : INFO : Epoch 1859 | loss: 0.0311571 | val_loss: 0.0311719 | Time: 1769.37 ms [2021-03-01 14:25:23 main:581] : INFO : Epoch 1860 | loss: 0.0311566 | val_loss: 0.0311758 | Time: 1761.72 ms [2021-03-01 14:25:25 main:581] : INFO : Epoch 1861 | loss: 0.0311584 | val_loss: 0.0311774 | Time: 1840.76 ms [2021-03-01 14:25:27 main:581] : INFO : Epoch 1862 | loss: 0.0311591 | val_loss: 0.0311717 | Time: 1917.61 ms [2021-03-01 14:25:29 main:581] : INFO : Epoch 1863 | loss: 0.0311568 | val_loss: 0.031175 | Time: 1924.97 ms [2021-03-01 14:25:31 main:581] : INFO : Epoch 1864 | loss: 0.031157 | val_loss: 0.031176 | Time: 2052.57 ms [2021-03-01 14:25:33 main:581] : INFO : Epoch 1865 | loss: 0.0311586 | val_loss: 0.0311759 | Time: 1854.79 ms [2021-03-01 14:25:34 main:581] : INFO : Epoch 1866 | loss: 0.0311566 | val_loss: 0.0311749 | Time: 1784.27 ms [2021-03-01 14:25:36 main:581] : INFO : Epoch 1867 | loss: 0.031156 | val_loss: 0.0311739 | Time: 1853.25 ms [2021-03-01 14:25:38 main:581] : INFO : Epoch 1868 | loss: 0.0311583 | val_loss: 0.0311767 | Time: 1944.23 ms [2021-03-01 14:25:40 main:581] : INFO : Epoch 1869 | loss: 0.0311561 | val_loss: 0.0311731 | Time: 1849.34 ms [2021-03-01 14:25:42 main:581] : INFO : Epoch 1870 | loss: 0.0311559 | val_loss: 0.031177 | Time: 1838.77 ms [2021-03-01 14:25:44 main:581] : INFO : Epoch 1871 | loss: 0.0311568 | val_loss: 0.0311747 | Time: 2037.32 ms [2021-03-01 14:25:46 main:581] : INFO : Epoch 1872 | loss: 0.0311577 | val_loss: 0.0311741 | Time: 1994.99 ms [2021-03-01 14:25:48 main:581] : INFO : Epoch 1873 | loss: 0.0311637 | val_loss: 0.0311789 | Time: 1786.24 ms [2021-03-01 14:25:50 main:581] : INFO : Epoch 1874 | loss: 0.0311661 | val_loss: 0.0311731 | Time: 1945.16 ms [2021-03-01 14:25:51 main:581] : INFO : Epoch 1875 | loss: 0.0311611 | val_loss: 0.0311733 | Time: 1771.56 ms [2021-03-01 14:25:53 main:581] : INFO : Epoch 1876 | loss: 0.0311589 | val_loss: 0.031171 | Time: 1705.51 ms [2021-03-01 14:25:55 main:581] : INFO : Epoch 1877 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 1858.59 ms [2021-03-01 14:25:57 main:581] : INFO : Epoch 1878 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 1786.17 ms [2021-03-01 14:25:58 main:581] : INFO : Epoch 1879 | loss: 0.0311574 | val_loss: 0.031171 | Time: 1759.93 ms [2021-03-01 14:26:00 main:581] : INFO : Epoch 1880 | loss: 0.0311585 | val_loss: 0.0311759 | Time: 1874.96 ms [2021-03-01 14:26:02 main:581] : INFO : Epoch 1881 | loss: 0.0311578 | val_loss: 0.0311747 | Time: 1914.14 ms [2021-03-01 14:26:04 main:581] : INFO : Epoch 1882 | loss: 0.0311565 | val_loss: 0.0311733 | Time: 1772.17 ms [2021-03-01 14:26:06 main:581] : INFO : Epoch 1883 | loss: 0.0311573 | val_loss: 0.0311736 | Time: 2044.46 ms [2021-03-01 14:26:08 main:581] : INFO : Epoch 1884 | loss: 0.0311558 | val_loss: 0.0311727 | Time: 1804.43 ms [2021-03-01 14:26:10 main:581] : INFO : Epoch 1885 | loss: 0.031156 | val_loss: 0.0311759 | Time: 1647.1 ms [2021-03-01 14:26:11 main:581] : INFO : Epoch 1886 | loss: 0.0311607 | val_loss: 0.0311748 | Time: 1930.69 ms [2021-03-01 14:26:13 main:581] : INFO : Epoch 1887 | loss: 0.0311598 | val_loss: 0.0311757 | Time: 1668.71 ms [2021-03-01 14:26:15 main:581] : INFO : Epoch 1888 | loss: 0.0311587 | val_loss: 0.0311719 | Time: 1771.8 ms [2021-03-01 14:26:17 main:581] : INFO : Epoch 1889 | loss: 0.0311584 | val_loss: 0.0311724 | Time: 1852.74 ms [2021-03-01 14:26:18 main:581] : INFO : Epoch 1890 | loss: 0.0311594 | val_loss: 0.0311756 | Time: 1692.77 ms [2021-03-01 14:26:20 main:581] : INFO : Epoch 1891 | loss: 0.0311605 | val_loss: 0.031173 | Time: 1775.53 ms [2021-03-01 14:26:22 main:581] : INFO : Epoch 1892 | loss: 0.0311596 | val_loss: 0.0311762 | Time: 1891.92 ms [2021-03-01 14:26:24 main:581] : INFO : Epoch 1893 | loss: 0.0311582 | val_loss: 0.031172 | Time: 1879.67 ms [2021-03-01 14:26:26 main:581] : INFO : Epoch 1894 | loss: 0.0311605 | val_loss: 0.0311753 | Time: 1843.5 ms [2021-03-01 14:26:28 main:581] : INFO : Epoch 1895 | loss: 0.031162 | val_loss: 0.0311735 | Time: 1977.01 ms [2021-03-01 14:26:29 main:581] : INFO : Epoch 1896 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 1658.92 ms [2021-03-01 14:26:31 main:581] : INFO : Epoch 1897 | loss: 0.031165 | val_loss: 0.0311812 | Time: 1741.34 ms [2021-03-01 14:26:33 main:581] : INFO : Epoch 1898 | loss: 0.0311631 | val_loss: 0.0311724 | Time: 2077.02 ms [2021-03-01 14:26:35 main:581] : INFO : Epoch 1899 | loss: 0.0311612 | val_loss: 0.031174 | Time: 1794.5 ms [2021-03-01 14:26:37 main:581] : INFO : Epoch 1900 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 1887.52 ms [2021-03-01 14:26:39 main:581] : INFO : Epoch 1901 | loss: 0.0311627 | val_loss: 0.0311748 | Time: 1944.76 ms [2021-03-01 14:26:41 main:581] : INFO : Epoch 1902 | loss: 0.0311611 | val_loss: 0.0311697 | Time: 1955.42 ms [2021-03-01 14:26:43 main:581] : INFO : Epoch 1903 | loss: 0.0311605 | val_loss: 0.0311724 | Time: 1764.3 ms [2021-03-01 14:26:45 main:581] : INFO : Epoch 1904 | loss: 0.0311614 | val_loss: 0.0311733 | Time: 1864.43 ms [2021-03-01 14:26:46 main:581] : INFO : Epoch 1905 | loss: 0.031162 | val_loss: 0.0311724 | Time: 1733.55 ms [2021-03-01 14:26:48 main:581] : INFO : Epoch 1906 | loss: 0.0311616 | val_loss: 0.031171 | Time: 1734.93 ms [2021-03-01 14:26:50 main:581] : INFO : Epoch 1907 | loss: 0.0311594 | val_loss: 0.0311723 | Time: 1902.86 ms [2021-03-01 14:26:52 main:581] : INFO : Epoch 1908 | loss: 0.0311606 | val_loss: 0.0311714 | Time: 1780.82 ms [2021-03-01 14:26:53 main:581] : INFO : Epoch 1909 | loss: 0.0311585 | val_loss: 0.0311739 | Time: 1698.8 ms [2021-03-01 14:26:55 main:581] : INFO : Epoch 1910 | loss: 0.0311594 | val_loss: 0.0311724 | Time: 1802.14 ms [2021-03-01 14:26:57 main:581] : INFO : Epoch 1911 | loss: 0.0311593 | val_loss: 0.0311719 | Time: 1861.71 ms [2021-03-01 14:26:59 main:581] : INFO : Epoch 1912 | loss: 0.0311588 | val_loss: 0.0311711 | Time: 1793.12 ms [2021-03-01 14:27:01 main:581] : INFO : Epoch 1913 | loss: 0.0311586 | val_loss: 0.031172 | Time: 1750.44 ms [2021-03-01 14:27:02 main:581] : INFO : Epoch 1914 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 1921.87 ms [2021-03-01 14:27:04 main:581] : INFO : Epoch 1915 | loss: 0.0311571 | val_loss: 0.0311718 | Time: 1929.43 ms [2021-03-01 14:27:06 main:581] : INFO : Epoch 1916 | loss: 0.0311571 | val_loss: 0.0311705 | Time: 1986.09 ms [2021-03-01 14:27:08 main:581] : INFO : Epoch 1917 | loss: 0.0311586 | val_loss: 0.0311707 | Time: 2035.27 ms [2021-03-01 14:27:10 main:581] : INFO : Epoch 1918 | loss: 0.0311576 | val_loss: 0.0311713 | Time: 1865.95 ms [2021-03-01 14:27:12 main:581] : INFO : Epoch 1919 | loss: 0.0311588 | val_loss: 0.0311707 | Time: 1847.07 ms [2021-03-01 14:27:14 main:581] : INFO : Epoch 1920 | loss: 0.0311581 | val_loss: 0.0311776 | Time: 1882.94 ms [2021-03-01 14:27:16 main:581] : INFO : Epoch 1921 | loss: 0.0311612 | val_loss: 0.0311721 | Time: 1681.33 ms [2021-03-01 14:27:18 main:581] : INFO : Epoch 1922 | loss: 0.0311559 | val_loss: 0.0311734 | Time: 1870.08 ms [2021-03-01 14:27:19 main:581] : INFO : Epoch 1923 | loss: 0.0311597 | val_loss: 0.0311758 | Time: 1702.53 ms [2021-03-01 14:27:21 main:581] : INFO : Epoch 1924 | loss: 0.0311642 | val_loss: 0.0311763 | Time: 1750.93 ms [2021-03-01 14:27:23 main:581] : INFO : Epoch 1925 | loss: 0.0311571 | val_loss: 0.0311731 | Time: 1878.01 ms [2021-03-01 14:27:25 main:581] : INFO : Epoch 1926 | loss: 0.0311583 | val_loss: 0.0311702 | Time: 1951.93 ms [2021-03-01 14:27:27 main:581] : INFO : Epoch 1927 | loss: 0.031157 | val_loss: 0.031172 | Time: 1793.87 ms [2021-03-01 14:27:29 main:581] : INFO : Epoch 1928 | loss: 0.0311558 | val_loss: 0.0311732 | Time: 1838.91 ms [2021-03-01 14:27:30 main:581] : INFO : Epoch 1929 | loss: 0.0311552 | val_loss: 0.0311716 | Time: 1936.04 ms [2021-03-01 14:27:32 main:581] : INFO : Epoch 1930 | loss: 0.0311572 | val_loss: 0.0311729 | Time: 1773.4 ms [2021-03-01 14:27:34 main:581] : INFO : Epoch 1931 | loss: 0.0311551 | val_loss: 0.0311723 | Time: 1779.96 ms [2021-03-01 14:27:36 main:581] : INFO : Epoch 1932 | loss: 0.0311556 | val_loss: 0.0311712 | Time: 1796.81 ms [2021-03-01 14:27:38 main:581] : INFO : Epoch 1933 | loss: 0.0311568 | val_loss: 0.0311746 | Time: 1783.58 ms [2021-03-01 14:27:39 main:581] : INFO : Epoch 1934 | loss: 0.0311569 | val_loss: 0.031174 | Time: 1807.04 ms [2021-03-01 14:27:41 main:581] : INFO : Epoch 1935 | loss: 0.0311589 | val_loss: 0.0311773 | Time: 1812.61 ms [2021-03-01 14:27:43 main:581] : INFO : Epoch 1936 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 1884.14 ms [2021-03-01 14:27:45 main:581] : INFO : Epoch 1937 | loss: 0.0311587 | val_loss: 0.0311767 | Time: 2043.88 ms [2021-03-01 14:27:47 main:581] : INFO : Epoch 1938 | loss: 0.0311547 | val_loss: 0.0311733 | Time: 1886.57 ms [2021-03-01 14:27:49 main:581] : INFO : Epoch 1939 | loss: 0.0311564 | val_loss: 0.0311733 | Time: 1570.29 ms [2021-03-01 14:27:50 main:581] : INFO : Epoch 1940 | loss: 0.0311552 | val_loss: 0.0311717 | Time: 1646.41 ms [2021-03-01 14:27:52 main:581] : INFO : Epoch 1941 | loss: 0.0311536 | val_loss: 0.0311739 | Time: 1863.44 ms [2021-03-01 14:27:54 main:581] : INFO : Epoch 1942 | loss: 0.0311553 | val_loss: 0.0311725 | Time: 1859.93 ms [2021-03-01 14:27:56 main:581] : INFO : Epoch 1943 | loss: 0.0311559 | val_loss: 0.0311704 | Time: 1747.85 ms [2021-03-01 14:27:58 main:581] : INFO : Epoch 1944 | loss: 0.0311552 | val_loss: 0.0311731 | Time: 1967.85 ms [2021-03-01 14:28:00 main:581] : INFO : Epoch 1945 | loss: 0.0311555 | val_loss: 0.0311699 | Time: 1857.16 ms [2021-03-01 14:28:02 main:581] : INFO : Epoch 1946 | loss: 0.0311547 | val_loss: 0.031174 | Time: 1979.79 ms [2021-03-01 14:28:03 main:581] : INFO : Epoch 1947 | loss: 0.0311554 | val_loss: 0.031181 | Time: 1784.99 ms [2021-03-01 14:28:05 main:581] : INFO : Epoch 1948 | loss: 0.031162 | val_loss: 0.0311765 | Time: 1793.8 ms [2021-03-01 14:28:07 main:581] : INFO : Epoch 1949 | loss: 0.0311577 | val_loss: 0.0311725 | Time: 1851.97 ms [2021-03-01 14:28:09 main:581] : INFO : Epoch 1950 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 1847.17 ms [2021-03-01 14:28:11 main:581] : INFO : Epoch 1951 | loss: 0.0311554 | val_loss: 0.0311723 | Time: 1843.53 ms [2021-03-01 14:28:13 main:581] : INFO : Epoch 1952 | loss: 0.0311544 | val_loss: 0.0311727 | Time: 1926.97 ms [2021-03-01 14:28:15 main:581] : INFO : Epoch 1953 | loss: 0.0311552 | val_loss: 0.0311774 | Time: 2050.1 ms [2021-03-01 14:28:16 main:581] : INFO : Epoch 1954 | loss: 0.0311582 | val_loss: 0.0311701 | Time: 1823.48 ms [2021-03-01 14:28:19 main:581] : INFO : Epoch 1955 | loss: 0.0311555 | val_loss: 0.031172 | Time: 2175.48 ms [2021-03-01 14:28:20 main:581] : INFO : Epoch 1956 | loss: 0.0311539 | val_loss: 0.0311715 | Time: 1833.98 ms [2021-03-01 14:28:22 main:581] : INFO : Epoch 1957 | loss: 0.031156 | val_loss: 0.0311701 | Time: 1846.75 ms [2021-03-01 14:28:24 main:581] : INFO : Epoch 1958 | loss: 0.0311553 | val_loss: 0.0311717 | Time: 1905 ms [2021-03-01 14:28:26 main:581] : INFO : Epoch 1959 | loss: 0.0311544 | val_loss: 0.0311745 | Time: 1908.15 ms [2021-03-01 14:28:28 main:581] : INFO : Epoch 1960 | loss: 0.0311563 | val_loss: 0.0311797 | Time: 1927.16 ms [2021-03-01 14:28:30 main:581] : INFO : Epoch 1961 | loss: 0.0311566 | val_loss: 0.0311712 | Time: 1960.71 ms [2021-03-01 14:28:32 main:581] : INFO : Epoch 1962 | loss: 0.0311535 | val_loss: 0.0311714 | Time: 1799.72 ms [2021-03-01 14:28:34 main:581] : INFO : Epoch 1963 | loss: 0.031153 | val_loss: 0.0311724 | Time: 1862.77 ms [2021-03-01 14:28:36 main:581] : INFO : Epoch 1964 | loss: 0.0311526 | val_loss: 0.0311726 | Time: 2088.05 ms [2021-03-01 14:28:38 main:581] : INFO : Epoch 1965 | loss: 0.0311532 | val_loss: 0.0311752 | Time: 1824.74 ms [2021-03-01 14:28:39 main:581] : INFO : Epoch 1966 | loss: 0.0311544 | val_loss: 0.031173 | Time: 1833.45 ms [2021-03-01 14:28:41 main:581] : INFO : Epoch 1967 | loss: 0.031163 | val_loss: 0.0311737 | Time: 1854.79 ms [2021-03-01 14:28:43 main:581] : INFO : Epoch 1968 | loss: 0.0311647 | val_loss: 0.0311738 | Time: 1881.6 ms [2021-03-01 14:28:45 main:581] : INFO : Epoch 1969 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 2005.23 ms [2021-03-01 14:28:47 main:581] : INFO : Epoch 1970 | loss: 0.031162 | val_loss: 0.0311771 | Time: 1906.49 ms [2021-03-01 14:28:49 main:581] : INFO : Epoch 1971 | loss: 0.031161 | val_loss: 0.03117 | Time: 1962.34 ms [2021-03-01 14:28:51 main:581] : INFO : Epoch 1972 | loss: 0.0311593 | val_loss: 0.0311733 | Time: 1683.73 ms [2021-03-01 14:28:53 main:581] : INFO : Epoch 1973 | loss: 0.0311595 | val_loss: 0.0311706 | Time: 1950.4 ms [2021-03-01 14:28:55 main:581] : INFO : Epoch 1974 | loss: 0.0311587 | val_loss: 0.0311701 | Time: 1844.6 ms [2021-03-01 14:28:56 main:581] : INFO : Epoch 1975 | loss: 0.0311567 | val_loss: 0.0311714 | Time: 1765.09 ms [2021-03-01 14:28:58 main:581] : INFO : Epoch 1976 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 1854.8 ms [2021-03-01 14:29:00 main:581] : INFO : Epoch 1977 | loss: 0.0311583 | val_loss: 0.0311818 | Time: 1875.66 ms [2021-03-01 14:29:02 main:581] : INFO : Epoch 1978 | loss: 0.0311632 | val_loss: 0.0311737 | Time: 1846.4 ms [2021-03-01 14:29:04 main:581] : INFO : Epoch 1979 | loss: 0.0311555 | val_loss: 0.0311729 | Time: 2137.68 ms [2021-03-01 14:29:06 main:581] : INFO : Epoch 1980 | loss: 0.0311551 | val_loss: 0.031171 | Time: 1852.83 ms [2021-03-01 14:29:08 main:581] : INFO : Epoch 1981 | loss: 0.0311547 | val_loss: 0.0311716 | Time: 1815.56 ms [2021-03-01 14:29:10 main:581] : INFO : Epoch 1982 | loss: 0.0311535 | val_loss: 0.0311719 | Time: 2023.79 ms [2021-03-01 14:29:11 main:581] : INFO : Epoch 1983 | loss: 0.0311535 | val_loss: 0.0311707 | Time: 1783.38 ms [2021-03-01 14:29:13 main:581] : INFO : Epoch 1984 | loss: 0.0311539 | val_loss: 0.0311727 | Time: 1875.18 ms [2021-03-01 14:29:15 main:581] : INFO : Epoch 1985 | loss: 0.0311552 | val_loss: 0.0311706 | Time: 1943.49 ms [2021-03-01 14:29:17 main:581] : INFO : Epoch 1986 | loss: 0.0311549 | val_loss: 0.0311748 | Time: 1916.44 ms [2021-03-01 14:29:19 main:581] : INFO : Epoch 1987 | loss: 0.0311541 | val_loss: 0.0311727 | Time: 1896.43 ms [2021-03-01 14:29:21 main:581] : INFO : Epoch 1988 | loss: 0.0311564 | val_loss: 0.0311716 | Time: 1906.39 ms [2021-03-01 14:29:23 main:581] : INFO : Epoch 1989 | loss: 0.0311535 | val_loss: 0.0311745 | Time: 1863.35 ms [2021-03-01 14:29:25 main:581] : INFO : Epoch 1990 | loss: 0.0311538 | val_loss: 0.0311718 | Time: 1718.63 ms [2021-03-01 14:29:27 main:581] : INFO : Epoch 1991 | loss: 0.0311535 | val_loss: 0.0311717 | Time: 2009.89 ms [2021-03-01 14:29:28 main:581] : INFO : Epoch 1992 | loss: 0.0311536 | val_loss: 0.031173 | Time: 1773.23 ms [2021-03-01 14:29:30 main:581] : INFO : Epoch 1993 | loss: 0.031153 | val_loss: 0.0311723 | Time: 1688.59 ms [2021-03-01 14:29:32 main:581] : INFO : Epoch 1994 | loss: 0.0311547 | val_loss: 0.0311724 | Time: 1953.7 ms [2021-03-01 14:29:34 main:581] : INFO : Epoch 1995 | loss: 0.0311538 | val_loss: 0.0311743 | Time: 1851.18 ms [2021-03-01 14:29:36 main:581] : INFO : Epoch 1996 | loss: 0.0311536 | val_loss: 0.0311749 | Time: 1840.13 ms [2021-03-01 14:29:38 main:581] : INFO : Epoch 1997 | loss: 0.0311532 | val_loss: 0.0311738 | Time: 2015.83 ms [2021-03-01 14:29:40 main:581] : INFO : Epoch 1998 | loss: 0.0311545 | val_loss: 0.0311719 | Time: 1880.64 ms [2021-03-01 14:29:41 main:581] : INFO : Epoch 1999 | loss: 0.0311565 | val_loss: 0.0311709 | Time: 1794.03 ms [2021-03-01 14:29:44 main:581] : INFO : Epoch 2000 | loss: 0.0311592 | val_loss: 0.031171 | Time: 2112.08 ms [2021-03-01 14:29:45 main:581] : INFO : Epoch 2001 | loss: 0.0311562 | val_loss: 0.031173 | Time: 1724.01 ms [2021-03-01 14:29:47 main:581] : INFO : Epoch 2002 | loss: 0.0311572 | val_loss: 0.0311718 | Time: 1877.66 ms [2021-03-01 14:29:49 main:581] : INFO : Epoch 2003 | loss: 0.031158 | val_loss: 0.0311733 | Time: 1993.32 ms [2021-03-01 14:29:51 main:581] : INFO : Epoch 2004 | loss: 0.0311555 | val_loss: 0.0311773 | Time: 1863.75 ms [2021-03-01 14:29:53 main:581] : INFO : Epoch 2005 | loss: 0.0311588 | val_loss: 0.0311721 | Time: 1935.56 ms [2021-03-01 14:29:55 main:581] : INFO : Epoch 2006 | loss: 0.0311562 | val_loss: 0.0311725 | Time: 2078.58 ms [2021-03-01 14:29:57 main:581] : INFO : Epoch 2007 | loss: 0.0311545 | val_loss: 0.0311736 | Time: 1986.53 ms [2021-03-01 14:29:59 main:581] : INFO : Epoch 2008 | loss: 0.0311553 | val_loss: 0.0311725 | Time: 1878.24 ms [2021-03-01 14:30:01 main:581] : INFO : Epoch 2009 | loss: 0.0311555 | val_loss: 0.0311711 | Time: 2032.19 ms [2021-03-01 14:30:03 main:581] : INFO : Epoch 2010 | loss: 0.0311557 | val_loss: 0.0311716 | Time: 1974.31 ms [2021-03-01 14:30:05 main:581] : INFO : Epoch 2011 | loss: 0.0311554 | val_loss: 0.0311734 | Time: 1889.14 ms [2021-03-01 14:30:07 main:581] : INFO : Epoch 2012 | loss: 0.0311571 | val_loss: 0.0311732 | Time: 1815.86 ms [2021-03-01 14:30:08 main:581] : INFO : Epoch 2013 | loss: 0.0311576 | val_loss: 0.0311685 | Time: 1854.66 ms [2021-03-01 14:30:10 main:581] : INFO : Epoch 2014 | loss: 0.0311587 | val_loss: 0.0311731 | Time: 1978.56 ms [2021-03-01 14:30:12 main:581] : INFO : Epoch 2015 | loss: 0.0311598 | val_loss: 0.0311717 | Time: 2000.54 ms [2021-03-01 14:30:14 main:581] : INFO : Epoch 2016 | loss: 0.0311584 | val_loss: 0.0311709 | Time: 1953.58 ms [2021-03-01 14:30:16 main:581] : INFO : Epoch 2017 | loss: 0.031157 | val_loss: 0.0311726 | Time: 1853.25 ms [2021-03-01 14:30:18 main:581] : INFO : Epoch 2018 | loss: 0.0311559 | val_loss: 0.0311714 | Time: 1949.93 ms [2021-03-01 14:30:20 main:581] : INFO : Epoch 2019 | loss: 0.0311561 | val_loss: 0.0311714 | Time: 1813.43 ms [2021-03-01 14:30:22 main:581] : INFO : Epoch 2020 | loss: 0.0311565 | val_loss: 0.0311716 | Time: 1905.97 ms [2021-03-01 14:30:24 main:581] : INFO : Epoch 2021 | loss: 0.0311563 | val_loss: 0.0311719 | Time: 2031.16 ms [2021-03-01 14:30:26 main:581] : INFO : Epoch 2022 | loss: 0.03116 | val_loss: 0.0311716 | Time: 1829.14 ms [2021-03-01 14:30:28 main:581] : INFO : Epoch 2023 | loss: 0.0311557 | val_loss: 0.0311733 | Time: 1915.58 ms [2021-03-01 14:30:30 main:581] : INFO : Epoch 2024 | loss: 0.0311572 | val_loss: 0.0311768 | Time: 1947.46 ms [2021-03-01 14:30:31 main:581] : INFO : Epoch 2025 | loss: 0.0311599 | val_loss: 0.0311709 | Time: 1803.29 ms [2021-03-01 14:30:33 main:581] : INFO : Epoch 2026 | loss: 0.0311585 | val_loss: 0.0311746 | Time: 1824.92 ms [2021-03-01 14:30:35 main:581] : INFO : Epoch 2027 | loss: 0.0311553 | val_loss: 0.0311728 | Time: 1974.2 ms [2021-03-01 14:30:37 main:581] : INFO : Epoch 2028 | loss: 0.0311564 | val_loss: 0.0311734 | Time: 1745.95 ms [2021-03-01 14:30:39 main:581] : INFO : Epoch 2029 | loss: 0.0311565 | val_loss: 0.0311716 | Time: 1648.37 ms [2021-03-01 14:30:40 main:581] : INFO : Epoch 2030 | loss: 0.0311555 | val_loss: 0.0311735 | Time: 1757.43 ms [2021-03-01 14:30:42 main:581] : INFO : Epoch 2031 | loss: 0.0311559 | val_loss: 0.0311704 | Time: 1723.99 ms [2021-03-01 14:30:44 main:581] : INFO : Epoch 2032 | loss: 0.0311569 | val_loss: 0.0311734 | Time: 1816.36 ms [2021-03-01 14:30:46 main:581] : INFO : Epoch 2033 | loss: 0.0311552 | val_loss: 0.0311704 | Time: 1962.07 ms [2021-03-01 14:30:48 main:581] : INFO : Epoch 2034 | loss: 0.0311543 | val_loss: 0.0311719 | Time: 1807.9 ms [2021-03-01 14:30:50 main:581] : INFO : Epoch 2035 | loss: 0.0311543 | val_loss: 0.0311741 | Time: 1925.6 ms [2021-03-01 14:30:52 main:581] : INFO : Epoch 2036 | loss: 0.0311564 | val_loss: 0.0311704 | Time: 2088.23 ms [2021-03-01 14:30:54 main:581] : INFO : Epoch 2037 | loss: 0.0311538 | val_loss: 0.0311705 | Time: 1982.57 ms [2021-03-01 14:30:56 main:581] : INFO : Epoch 2038 | loss: 0.0311538 | val_loss: 0.0311737 | Time: 1916.39 ms [2021-03-01 14:30:58 main:581] : INFO : Epoch 2039 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 1967.4 ms [2021-03-01 14:31:00 main:581] : INFO : Epoch 2040 | loss: 0.0311546 | val_loss: 0.0311706 | Time: 2005.76 ms [2021-03-01 14:31:02 main:581] : INFO : Epoch 2041 | loss: 0.0311542 | val_loss: 0.0311723 | Time: 2055.84 ms [2021-03-01 14:31:04 main:581] : INFO : Epoch 2042 | loss: 0.0311542 | val_loss: 0.0311698 | Time: 2041.98 ms [2021-03-01 14:31:06 main:581] : INFO : Epoch 2043 | loss: 0.0311527 | val_loss: 0.0311701 | Time: 1876.76 ms [2021-03-01 14:31:08 main:581] : INFO : Epoch 2044 | loss: 0.0311527 | val_loss: 0.0311712 | Time: 2100.06 ms [2021-03-01 14:31:09 main:581] : INFO : Epoch 2045 | loss: 0.0311523 | val_loss: 0.0311703 | Time: 1830.16 ms [2021-03-01 14:31:11 main:581] : INFO : Epoch 2046 | loss: 0.0311551 | val_loss: 0.0311811 | Time: 1829.97 ms [2021-03-01 14:31:13 main:581] : INFO : Epoch 2047 | loss: 0.0311606 | val_loss: 0.0311995 | Time: 1859.28 ms [2021-03-01 14:31:15 main:581] : INFO : Epoch 2048 | loss: 0.0314556 | val_loss: 0.0332616 | Time: 1759.59 ms [2021-03-01 14:31:15 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0332616 [2021-03-01 14:31:15 main:610] : INFO : Saving end state to config to file [2021-03-01 14:31:15 main:615] : INFO : Success, exiting.. 14:31:15 (1382727): 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)