Task 4198737
| Name | ParityMachine-1612730895-28445-2_0 |
| Workunit | 2292917 |
| Created | 28 Feb 2021, 1:03:52 UTC |
| Sent | 9 Mar 2021, 8:05:32 UTC |
| Report deadline | 16 Mar 2021, 8:05:32 UTC |
| Received | 9 Mar 2021, 10:06:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 1 hours 1 min 26 sec |
| CPU time | 1 hours 0 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 3-09 10:51:20 main:574] : INFO : Epoch 1542 | loss: 0.0311716 | val_loss: 0.0311759 | Time: 1520.58 ms [2021-03-09 10:51:22 main:574] : INFO : Epoch 1543 | loss: 0.031172 | val_loss: 0.0311759 | Time: 1893.55 ms [2021-03-09 10:51:24 main:574] : INFO : Epoch 1544 | loss: 0.0311717 | val_loss: 0.0311795 | Time: 1900.27 ms [2021-03-09 10:51:26 main:574] : INFO : Epoch 1545 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 1979.45 ms [2021-03-09 10:51:28 main:574] : INFO : Epoch 1546 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 1917.26 ms [2021-03-09 10:51:29 main:574] : INFO : Epoch 1547 | loss: 0.0311721 | val_loss: 0.0311773 | Time: 1691.3 ms [2021-03-09 10:51:31 main:574] : INFO : Epoch 1548 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 1778.29 ms [2021-03-09 10:51:33 main:574] : INFO : Epoch 1549 | loss: 0.0311716 | val_loss: 0.0311757 | Time: 1917.21 ms [2021-03-09 10:51:35 main:574] : INFO : Epoch 1550 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 1842.29 ms [2021-03-09 10:51:37 main:574] : INFO : Epoch 1551 | loss: 0.031171 | val_loss: 0.0311818 | Time: 1812.75 ms [2021-03-09 10:51:39 main:574] : INFO : Epoch 1552 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 1894.97 ms [2021-03-09 10:51:40 main:574] : INFO : Epoch 1553 | loss: 0.0311703 | val_loss: 0.0311763 | Time: 1558.25 ms [2021-03-09 10:51:42 main:574] : INFO : Epoch 1554 | loss: 0.0311699 | val_loss: 0.0311785 | Time: 1864.01 ms [2021-03-09 10:51:44 main:574] : INFO : Epoch 1555 | loss: 0.03117 | val_loss: 0.0311769 | Time: 1853.59 ms [2021-03-09 10:51:46 main:574] : INFO : Epoch 1556 | loss: 0.0311697 | val_loss: 0.031178 | Time: 1928.74 ms [2021-03-09 10:51:48 main:574] : INFO : Epoch 1557 | loss: 0.0311692 | val_loss: 0.0311779 | Time: 1904.8 ms [2021-03-09 10:51:50 main:574] : INFO : Epoch 1558 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 1596.7 ms [2021-03-09 10:51:51 main:574] : INFO : Epoch 1559 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 1744.28 ms [2021-03-09 10:51:53 main:574] : INFO : Epoch 1560 | loss: 0.0311686 | val_loss: 0.0311759 | Time: 1963.85 ms [2021-03-09 10:51:55 main:574] : INFO : Epoch 1561 | loss: 0.0311697 | val_loss: 0.031177 | Time: 1884.6 ms [2021-03-09 10:51:57 main:574] : INFO : Epoch 1562 | loss: 0.0311708 | val_loss: 0.0311758 | Time: 1920.83 ms [2021-03-09 10:51:59 main:574] : INFO : Epoch 1563 | loss: 0.0311702 | val_loss: 0.0311762 | Time: 1811.75 ms [2021-03-09 10:52:00 main:574] : INFO : Epoch 1564 | loss: 0.0311703 | val_loss: 0.0311751 | Time: 1589.35 ms [2021-03-09 10:52:02 main:574] : INFO : Epoch 1565 | loss: 0.03117 | val_loss: 0.0311754 | Time: 1931.5 ms [2021-03-09 10:52:04 main:574] : INFO : Epoch 1566 | loss: 0.0311706 | val_loss: 0.0311763 | Time: 1888.38 ms [2021-03-09 10:52:06 main:574] : INFO : Epoch 1567 | loss: 0.0311725 | val_loss: 0.031176 | Time: 1872.49 ms [2021-03-09 10:52:08 main:574] : INFO : Epoch 1568 | loss: 0.031174 | val_loss: 0.031176 | Time: 1866.04 ms [2021-03-09 10:52:10 main:574] : INFO : Epoch 1569 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 1598.05 ms [2021-03-09 10:52:11 main:574] : INFO : Epoch 1570 | loss: 0.0311706 | val_loss: 0.0311752 | Time: 1745.86 ms [2021-03-09 10:52:13 main:574] : INFO : Epoch 1571 | loss: 0.0311698 | val_loss: 0.0311761 | Time: 1852.26 ms [2021-03-09 10:52:15 main:574] : INFO : Epoch 1572 | loss: 0.0311701 | val_loss: 0.031182 | Time: 1884.65 ms [2021-03-09 10:52:17 main:574] : INFO : Epoch 1573 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 1873.09 ms [2021-03-09 10:52:19 main:574] : INFO : Epoch 1574 | loss: 0.0311743 | val_loss: 0.0311811 | Time: 1790.88 ms [2021-03-09 10:52:21 main:574] : INFO : Epoch 1575 | loss: 0.0311787 | val_loss: 0.0311836 | Time: 1613.97 ms [2021-03-09 10:52:22 main:574] : INFO : Epoch 1576 | loss: 0.031181 | val_loss: 0.0311841 | Time: 1875.79 ms [2021-03-09 10:52:24 main:574] : INFO : Epoch 1577 | loss: 0.0311806 | val_loss: 0.0311849 | Time: 1842 ms [2021-03-09 10:52:26 main:574] : INFO : Epoch 1578 | loss: 0.0311787 | val_loss: 0.0311834 | Time: 1876.8 ms [2021-03-09 10:52:28 main:574] : INFO : Epoch 1579 | loss: 0.0311785 | val_loss: 0.031182 | Time: 1919.38 ms [2021-03-09 10:52:30 main:574] : INFO : Epoch 1580 | loss: 0.0311805 | val_loss: 0.031184 | Time: 1606.73 ms [2021-03-09 10:52:32 main:574] : INFO : Epoch 1581 | loss: 0.0311792 | val_loss: 0.0311842 | Time: 1795.06 ms [2021-03-09 10:52:33 main:574] : INFO : Epoch 1582 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 1885.65 ms [2021-03-09 10:52:35 main:574] : INFO : Epoch 1583 | loss: 0.0311774 | val_loss: 0.0311861 | Time: 1928.14 ms [2021-03-09 10:52:37 main:574] : INFO : Epoch 1584 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 1873.2 ms [2021-03-09 10:52:39 main:574] : INFO : Epoch 1585 | loss: 0.0311753 | val_loss: 0.0311798 | Time: 1812.51 ms [2021-03-09 10:52:41 main:574] : INFO : Epoch 1586 | loss: 0.0311746 | val_loss: 0.0311789 | Time: 1583.6 ms [2021-03-09 10:52:43 main:574] : INFO : Epoch 1587 | loss: 0.0311751 | val_loss: 0.0311799 | Time: 1871.4 ms [2021-03-09 10:52:44 main:574] : INFO : Epoch 1588 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 1882.74 ms [2021-03-09 10:52:46 main:574] : INFO : Epoch 1589 | loss: 0.0311739 | val_loss: 0.0311792 | Time: 1983.19 ms [2021-03-09 10:52:48 main:574] : INFO : Epoch 1590 | loss: 0.0311737 | val_loss: 0.0311767 | Time: 1916.15 ms [2021-03-09 10:52:50 main:574] : INFO : Epoch 1591 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 1537.31 ms [2021-03-09 10:52:52 main:574] : INFO : Epoch 1592 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 1771.36 ms [2021-03-09 10:52:54 main:574] : INFO : Epoch 1593 | loss: 0.0311729 | val_loss: 0.0311833 | Time: 1902.25 ms [2021-03-09 10:52:55 main:574] : INFO : Epoch 1594 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 1838.49 ms [2021-03-09 10:52:57 main:574] : INFO : Epoch 1595 | loss: 0.0311713 | val_loss: 0.0311777 | Time: 1913.37 ms [2021-03-09 10:52:59 main:574] : INFO : Epoch 1596 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 1776.42 ms [2021-03-09 10:53:01 main:574] : INFO : Epoch 1597 | loss: 0.0311709 | val_loss: 0.0311769 | Time: 1609.97 ms [2021-03-09 10:53:03 main:574] : INFO : Epoch 1598 | loss: 0.0311715 | val_loss: 0.0311814 | Time: 1859.33 ms [2021-03-09 10:53:05 main:574] : INFO : Epoch 1599 | loss: 0.0311764 | val_loss: 0.0311826 | Time: 1903.77 ms [2021-03-09 10:53:06 main:574] : INFO : Epoch 1600 | loss: 0.0311775 | val_loss: 0.0311771 | Time: 1928.91 ms [2021-03-09 10:53:08 main:574] : INFO : Epoch 1601 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 1962.88 ms [2021-03-09 10:53:10 main:574] : INFO : Epoch 1602 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 1562.43 ms [2021-03-09 10:53:12 main:574] : INFO : Epoch 1603 | loss: 0.0311716 | val_loss: 0.0311762 | Time: 1897.24 ms [2021-03-09 10:53:14 main:574] : INFO : Epoch 1604 | loss: 0.0311707 | val_loss: 0.0311762 | Time: 1919.93 ms [2021-03-09 10:53:16 main:574] : INFO : Epoch 1605 | loss: 0.0311702 | val_loss: 0.0311795 | Time: 1927.11 ms [2021-03-09 10:53:18 main:574] : INFO : Epoch 1606 | loss: 0.0311714 | val_loss: 0.0311759 | Time: 1912.92 ms [2021-03-09 10:53:19 main:574] : INFO : Epoch 1607 | loss: 0.0311705 | val_loss: 0.0311798 | Time: 1703.01 ms [2021-03-09 10:53:21 main:574] : INFO : Epoch 1608 | loss: 0.031173 | val_loss: 0.0311755 | Time: 1707.66 ms [2021-03-09 10:53:23 main:574] : INFO : Epoch 1609 | loss: 0.0311714 | val_loss: 0.0311756 | Time: 1903.08 ms [2021-03-09 10:53:25 main:574] : INFO : Epoch 1610 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 1961.16 ms [2021-03-09 10:53:27 main:574] : INFO : Epoch 1611 | loss: 0.0311701 | val_loss: 0.0311745 | Time: 1900.97 ms [2021-03-09 10:53:29 main:574] : INFO : Epoch 1612 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 1884.34 ms [2021-03-09 10:53:30 main:574] : INFO : Epoch 1613 | loss: 0.0311703 | val_loss: 0.0311742 | Time: 1568.21 ms [2021-03-09 10:53:32 main:574] : INFO : Epoch 1614 | loss: 0.0311685 | val_loss: 0.0311746 | Time: 1848.62 ms [2021-03-09 10:53:34 main:574] : INFO : Epoch 1615 | loss: 0.0311679 | val_loss: 0.0311741 | Time: 1922.96 ms [2021-03-09 10:53:36 main:574] : INFO : Epoch 1616 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 1909.45 ms [2021-03-09 10:53:38 main:574] : INFO : Epoch 1617 | loss: 0.0311686 | val_loss: 0.0311755 | Time: 1791.29 ms [2021-03-09 10:53:40 main:574] : INFO : Epoch 1618 | loss: 0.031169 | val_loss: 0.0311748 | Time: 1905.61 ms [2021-03-09 10:53:41 main:574] : INFO : Epoch 1619 | loss: 0.031168 | val_loss: 0.0311742 | Time: 1566.52 ms [2021-03-09 10:53:43 main:574] : INFO : Epoch 1620 | loss: 0.0311671 | val_loss: 0.0311779 | Time: 1836.83 ms [2021-03-09 10:53:45 main:574] : INFO : Epoch 1621 | loss: 0.0311706 | val_loss: 0.0311792 | Time: 1892.17 ms [2021-03-09 10:53:47 main:574] : INFO : Epoch 1622 | loss: 0.0311694 | val_loss: 0.0311752 | Time: 1913.36 ms [2021-03-09 10:53:49 main:574] : INFO : Epoch 1623 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 1899.79 ms [2021-03-09 10:53:51 main:574] : INFO : Epoch 1624 | loss: 0.0311685 | val_loss: 0.0311756 | Time: 1603.56 ms [2021-03-09 10:53:52 main:574] : INFO : Epoch 1625 | loss: 0.031167 | val_loss: 0.0311756 | Time: 1713.61 ms [2021-03-09 10:53:54 main:574] : INFO : Epoch 1626 | loss: 0.031167 | val_loss: 0.0311777 | Time: 1897.35 ms [2021-03-09 10:53:56 main:574] : INFO : Epoch 1627 | loss: 0.0311706 | val_loss: 0.0311806 | Time: 1860.67 ms [2021-03-09 10:53:58 main:574] : INFO : Epoch 1628 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 1875.65 ms [2021-03-09 10:54:00 main:574] : INFO : Epoch 1629 | loss: 0.0311682 | val_loss: 0.0311787 | Time: 1911.96 ms [2021-03-09 10:54:02 main:574] : INFO : Epoch 1630 | loss: 0.0311679 | val_loss: 0.0311776 | Time: 1536.46 ms [2021-03-09 10:54:03 main:574] : INFO : Epoch 1631 | loss: 0.0311669 | val_loss: 0.0311799 | Time: 1864.32 ms [2021-03-09 10:54:05 main:574] : INFO : Epoch 1632 | loss: 0.0311687 | val_loss: 0.0311759 | Time: 1853.35 ms [2021-03-09 10:54:07 main:574] : INFO : Epoch 1633 | loss: 0.0311661 | val_loss: 0.0311769 | Time: 1824.92 ms [2021-03-09 10:54:09 main:574] : INFO : Epoch 1634 | loss: 0.0311674 | val_loss: 0.0311764 | Time: 1856.22 ms [2021-03-09 10:54:11 main:574] : INFO : Epoch 1635 | loss: 0.031167 | val_loss: 0.0311763 | Time: 1676.88 ms [2021-03-09 10:54:12 main:574] : INFO : Epoch 1636 | loss: 0.0311665 | val_loss: 0.0311748 | Time: 1664.82 ms [2021-03-09 10:54:14 main:574] : INFO : Epoch 1637 | loss: 0.0311672 | val_loss: 0.0311769 | Time: 1946.79 ms [2021-03-09 10:54:16 main:574] : INFO : Epoch 1638 | loss: 0.0311668 | val_loss: 0.0311762 | Time: 1937.1 ms [2021-03-09 10:54:18 main:574] : INFO : Epoch 1639 | loss: 0.0311675 | val_loss: 0.0311774 | Time: 1938.51 ms [2021-03-09 10:54:20 main:574] : INFO : Epoch 1640 | loss: 0.0311676 | val_loss: 0.0311767 | Time: 1911.11 ms [2021-03-09 10:54:22 main:574] : INFO : Epoch 1641 | loss: 0.0311664 | val_loss: 0.031177 | Time: 1563.79 ms [2021-03-09 10:54:24 main:574] : INFO : Epoch 1642 | loss: 0.0311663 | val_loss: 0.0311749 | Time: 1890.78 ms [2021-03-09 10:54:25 main:574] : INFO : Epoch 1643 | loss: 0.0311682 | val_loss: 0.0311761 | Time: 1879.76 ms [2021-03-09 10:54:27 main:574] : INFO : Epoch 1644 | loss: 0.0311657 | val_loss: 0.0311795 | Time: 1811.72 ms [2021-03-09 10:54:29 main:574] : INFO : Epoch 1645 | loss: 0.0311663 | val_loss: 0.0311773 | Time: 1894.41 ms [2021-03-09 10:54:31 main:574] : INFO : Epoch 1646 | loss: 0.0311659 | val_loss: 0.0311785 | Time: 1604.15 ms [2021-03-09 10:54:33 main:574] : INFO : Epoch 1647 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 1726.99 ms [2021-03-09 10:54:34 main:574] : INFO : Epoch 1648 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 1761.16 ms [2021-03-09 10:54:36 main:574] : INFO : Epoch 1649 | loss: 0.031165 | val_loss: 0.0311761 | Time: 1853.75 ms [2021-03-09 10:54:38 main:574] : INFO : Epoch 1650 | loss: 0.0311658 | val_loss: 0.0311761 | Time: 1849.97 ms [2021-03-09 10:54:40 main:574] : INFO : Epoch 1651 | loss: 0.0311646 | val_loss: 0.0311762 | Time: 1861.67 ms [2021-03-09 10:54:41 main:574] : INFO : Epoch 1652 | loss: 0.0311649 | val_loss: 0.0311758 | Time: 1521.72 ms [2021-03-09 10:54:43 main:574] : INFO : Epoch 1653 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 1897.11 ms [2021-03-09 10:54:45 main:574] : INFO : Epoch 1654 | loss: 0.0311653 | val_loss: 0.0311761 | Time: 1874.33 ms [2021-03-09 10:54:47 main:574] : INFO : Epoch 1655 | loss: 0.0311662 | val_loss: 0.0311775 | Time: 1912.98 ms [2021-03-09 10:54:49 main:574] : INFO : Epoch 1656 | loss: 0.0311654 | val_loss: 0.0311752 | Time: 1864.85 ms [2021-03-09 10:54:51 main:574] : INFO : Epoch 1657 | loss: 0.0311655 | val_loss: 0.0311771 | Time: 1643.04 ms [2021-03-09 10:54:52 main:574] : INFO : Epoch 1658 | loss: 0.0311655 | val_loss: 0.0311747 | Time: 1671.73 ms [2021-03-09 10:54:54 main:574] : INFO : Epoch 1659 | loss: 0.0311645 | val_loss: 0.0311768 | Time: 1907.12 ms [2021-03-09 10:54:56 main:574] : INFO : Epoch 1660 | loss: 0.0311648 | val_loss: 0.0311751 | Time: 1860.76 ms [2021-03-09 10:54:58 main:574] : INFO : Epoch 1661 | loss: 0.0311647 | val_loss: 0.0311759 | Time: 1830.5 ms [2021-03-09 10:55:00 main:574] : INFO : Epoch 1662 | loss: 0.0311662 | val_loss: 0.0311763 | Time: 1898.78 ms [2021-03-09 10:55:01 main:574] : INFO : Epoch 1663 | loss: 0.0311669 | val_loss: 0.0311752 | Time: 1483.04 ms [2021-03-09 10:55:03 main:574] : INFO : Epoch 1664 | loss: 0.0311661 | val_loss: 0.0311751 | Time: 1864.71 ms [2021-03-09 10:55:05 main:574] : INFO : Epoch 1665 | loss: 0.031166 | val_loss: 0.0311753 | Time: 1861.67 ms [2021-03-09 10:55:07 main:574] : INFO : Epoch 1666 | loss: 0.0311652 | val_loss: 0.0311756 | Time: 1850.72 ms [2021-03-09 10:55:09 main:574] : INFO : Epoch 1667 | loss: 0.0311652 | val_loss: 0.031175 | Time: 1815.04 ms [2021-03-09 10:55:11 main:574] : INFO : Epoch 1668 | loss: 0.0311637 | val_loss: 0.0311761 | Time: 1686.36 ms [2021-03-09 10:55:12 main:574] : INFO : Epoch 1669 | loss: 0.0311646 | val_loss: 0.0311749 | Time: 1619.31 ms [2021-03-09 10:55:14 main:574] : INFO : Epoch 1670 | loss: 0.0311658 | val_loss: 0.0311766 | Time: 1862.67 ms [2021-03-09 10:55:16 main:574] : INFO : Epoch 1671 | loss: 0.0311675 | val_loss: 0.0311753 | Time: 1888.24 ms [2021-03-09 10:55:18 main:574] : INFO : Epoch 1672 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 1803.13 ms [2021-03-09 10:55:20 main:574] : INFO : Epoch 1673 | loss: 0.0311638 | val_loss: 0.0311753 | Time: 1859.28 ms [2021-03-09 10:55:21 main:574] : INFO : Epoch 1674 | loss: 0.031164 | val_loss: 0.0311755 | Time: 1539.9 ms [2021-03-09 10:55:23 main:574] : INFO : Epoch 1675 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 1814.78 ms [2021-03-09 10:55:25 main:574] : INFO : Epoch 1676 | loss: 0.0311653 | val_loss: 0.0311781 | Time: 1871.01 ms [2021-03-09 10:55:27 main:574] : INFO : Epoch 1677 | loss: 0.0311649 | val_loss: 0.0311761 | Time: 1818.42 ms [2021-03-09 10:55:29 main:574] : INFO : Epoch 1678 | loss: 0.0311652 | val_loss: 0.0311759 | Time: 1882.01 ms [2021-03-09 10:55:30 main:574] : INFO : Epoch 1679 | loss: 0.0311671 | val_loss: 0.031176 | Time: 1790.93 ms [2021-03-09 10:55:32 main:574] : INFO : Epoch 1680 | loss: 0.0311677 | val_loss: 0.031176 | Time: 1597.57 ms [2021-03-09 10:55:34 main:574] : INFO : Epoch 1681 | loss: 0.0311653 | val_loss: 0.0311755 | Time: 1885.33 ms [2021-03-09 10:55:36 main:574] : INFO : Epoch 1682 | loss: 0.0311656 | val_loss: 0.0311764 | Time: 1861.35 ms [2021-03-09 10:55:38 main:574] : INFO : Epoch 1683 | loss: 0.0311664 | val_loss: 0.0311766 | Time: 1818.54 ms [2021-03-09 10:55:39 main:574] : INFO : Epoch 1684 | loss: 0.031167 | val_loss: 0.0311774 | Time: 1895.55 ms [2021-03-09 10:55:41 main:574] : INFO : Epoch 1685 | loss: 0.0311661 | val_loss: 0.0311769 | Time: 1579.52 ms [2021-03-09 10:55:43 main:574] : INFO : Epoch 1686 | loss: 0.0311653 | val_loss: 0.0311822 | Time: 1752.47 ms [2021-03-09 10:55:45 main:574] : INFO : Epoch 1687 | loss: 0.0311656 | val_loss: 0.0311753 | Time: 1910.25 ms [2021-03-09 10:55:47 main:574] : INFO : Epoch 1688 | loss: 0.0311632 | val_loss: 0.0311748 | Time: 1859.19 ms [2021-03-09 10:55:49 main:574] : INFO : Epoch 1689 | loss: 0.0311637 | val_loss: 0.0311787 | Time: 1884.57 ms [2021-03-09 10:55:50 main:574] : INFO : Epoch 1690 | loss: 0.0311635 | val_loss: 0.0311774 | Time: 1808.81 ms [2021-03-09 10:55:52 main:574] : INFO : Epoch 1691 | loss: 0.0311635 | val_loss: 0.031176 | Time: 1567.35 ms [2021-03-09 10:55:54 main:574] : INFO : Epoch 1692 | loss: 0.0311658 | val_loss: 0.0311773 | Time: 1901.44 ms [2021-03-09 10:55:56 main:574] : INFO : Epoch 1693 | loss: 0.0311655 | val_loss: 0.0311768 | Time: 1835.11 ms [2021-03-09 10:55:58 main:574] : INFO : Epoch 1694 | loss: 0.031168 | val_loss: 0.0311765 | Time: 1869.92 ms [2021-03-09 10:55:59 main:574] : INFO : Epoch 1695 | loss: 0.0311664 | val_loss: 0.0311785 | Time: 1863.43 ms [2021-03-09 10:56:01 main:574] : INFO : Epoch 1696 | loss: 0.0311666 | val_loss: 0.031178 | Time: 1609.64 ms [2021-03-09 10:56:03 main:574] : INFO : Epoch 1697 | loss: 0.0311664 | val_loss: 0.0311772 | Time: 1772.85 ms [2021-03-09 10:56:05 main:574] : INFO : Epoch 1698 | loss: 0.0311648 | val_loss: 0.0311762 | Time: 1837.77 ms [2021-03-09 10:56:07 main:574] : INFO : Epoch 1699 | loss: 0.0311641 | val_loss: 0.0311755 | Time: 1869.92 ms [2021-03-09 10:56:08 main:574] : INFO : Epoch 1700 | loss: 0.0311676 | val_loss: 0.0311781 | Time: 1816.29 ms [2021-03-09 10:56:10 main:574] : INFO : Epoch 1701 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 1885.93 ms [2021-03-09 10:56:12 main:574] : INFO : Epoch 1702 | loss: 0.0311666 | val_loss: 0.031177 | Time: 1533.13 ms [2021-03-09 10:56:14 main:574] : INFO : Epoch 1703 | loss: 0.0311646 | val_loss: 0.0311769 | Time: 1886.4 ms [2021-03-09 10:56:16 main:574] : INFO : Epoch 1704 | loss: 0.0311645 | val_loss: 0.0311823 | Time: 1897.65 ms [2021-03-09 10:56:18 main:574] : INFO : Epoch 1705 | loss: 0.0311684 | val_loss: 0.0311823 | Time: 1888.12 ms [2021-03-09 10:56:19 main:574] : INFO : Epoch 1706 | loss: 0.0311696 | val_loss: 0.0311804 | Time: 1854.84 ms [2021-03-09 10:56:21 main:574] : INFO : Epoch 1707 | loss: 0.0311677 | val_loss: 0.0311763 | Time: 1575.98 ms [2021-03-09 10:56:23 main:574] : INFO : Epoch 1708 | loss: 0.0311674 | val_loss: 0.0311767 | Time: 1728.4 ms [2021-03-09 10:56:25 main:574] : INFO : Epoch 1709 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 1872.77 ms [2021-03-09 10:56:26 main:574] : INFO : Epoch 1710 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 1856.92 ms [2021-03-09 10:56:28 main:574] : INFO : Epoch 1711 | loss: 0.0311658 | val_loss: 0.0311777 | Time: 1843.67 ms [2021-03-09 10:56:30 main:574] : INFO : Epoch 1712 | loss: 0.0311646 | val_loss: 0.0311772 | Time: 1869.53 ms [2021-03-09 10:56:32 main:574] : INFO : Epoch 1713 | loss: 0.0311646 | val_loss: 0.0311794 | Time: 1548.85 ms [2021-03-09 10:56:34 main:574] : INFO : Epoch 1714 | loss: 0.0311653 | val_loss: 0.0311779 | Time: 1811.32 ms [2021-03-09 10:56:35 main:574] : INFO : Epoch 1715 | loss: 0.0311668 | val_loss: 0.0311768 | Time: 1803.18 ms [2021-03-09 10:56:37 main:574] : INFO : Epoch 1716 | loss: 0.0311665 | val_loss: 0.031176 | Time: 1843.93 ms [2021-03-09 10:56:39 main:574] : INFO : Epoch 1717 | loss: 0.031168 | val_loss: 0.0311779 | Time: 1844.62 ms [2021-03-09 10:56:41 main:574] : INFO : Epoch 1718 | loss: 0.0311665 | val_loss: 0.0311764 | Time: 1667.09 ms [2021-03-09 10:56:43 main:574] : INFO : Epoch 1719 | loss: 0.0311663 | val_loss: 0.0311778 | Time: 1790.76 ms [2021-03-09 10:56:44 main:574] : INFO : Epoch 1720 | loss: 0.0311645 | val_loss: 0.031177 | Time: 1868.06 ms [2021-03-09 10:56:46 main:574] : INFO : Epoch 1721 | loss: 0.0311651 | val_loss: 0.031177 | Time: 1888.75 ms [2021-03-09 10:56:48 main:574] : INFO : Epoch 1722 | loss: 0.031165 | val_loss: 0.0311767 | Time: 1955.35 ms [2021-03-09 10:56:50 main:574] : INFO : Epoch 1723 | loss: 0.0311681 | val_loss: 0.0311765 | Time: 1887.34 ms [2021-03-09 10:56:52 main:574] : INFO : Epoch 1724 | loss: 0.0311674 | val_loss: 0.0311774 | Time: 1517.23 ms [2021-03-09 10:56:54 main:574] : INFO : Epoch 1725 | loss: 0.031166 | val_loss: 0.0311777 | Time: 1887 ms [2021-03-09 10:56:56 main:574] : INFO : Epoch 1726 | loss: 0.0311648 | val_loss: 0.03118 | Time: 1825.95 ms [2021-03-09 10:56:57 main:574] : INFO : Epoch 1727 | loss: 0.0311657 | val_loss: 0.03118 | Time: 1847.44 ms [2021-03-09 10:56:59 main:574] : INFO : Epoch 1728 | loss: 0.0311652 | val_loss: 0.0311771 | Time: 1892.31 ms [2021-03-09 10:57:01 main:574] : INFO : Epoch 1729 | loss: 0.031164 | val_loss: 0.0311776 | Time: 1664.25 ms [2021-03-09 10:57:03 main:574] : INFO : Epoch 1730 | loss: 0.0311639 | val_loss: 0.0311764 | Time: 1695.15 ms [2021-03-09 10:57:05 main:574] : INFO : Epoch 1731 | loss: 0.0311628 | val_loss: 0.0311766 | Time: 1850 ms [2021-03-09 10:57:06 main:574] : INFO : Epoch 1732 | loss: 0.0311634 | val_loss: 0.0311775 | Time: 1843.01 ms [2021-03-09 10:57:08 main:574] : INFO : Epoch 1733 | loss: 0.031163 | val_loss: 0.0311769 | Time: 1893.16 ms [2021-03-09 10:57:10 main:574] : INFO : Epoch 1734 | loss: 0.031163 | val_loss: 0.0311766 | Time: 1840.61 ms [2021-03-09 10:57:12 main:574] : INFO : Epoch 1735 | loss: 0.0311628 | val_loss: 0.0311767 | Time: 1532.47 ms [2021-03-09 10:57:14 main:574] : INFO : Epoch 1736 | loss: 0.0311637 | val_loss: 0.0311763 | Time: 1855.74 ms [2021-03-09 10:57:15 main:574] : INFO : Epoch 1737 | loss: 0.0311652 | val_loss: 0.031178 | Time: 1879.13 ms [2021-03-09 10:57:17 main:574] : INFO : Epoch 1738 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 1929.15 ms [2021-03-09 10:57:19 main:574] : INFO : Epoch 1739 | loss: 0.0311756 | val_loss: 0.0311883 | Time: 1892.46 ms [2021-03-09 10:57:21 main:574] : INFO : Epoch 1740 | loss: 0.0311735 | val_loss: 0.0311844 | Time: 1695.02 ms [2021-03-09 10:57:23 main:574] : INFO : Epoch 1741 | loss: 0.0311737 | val_loss: 0.031178 | Time: 1685.72 ms [2021-03-09 10:57:25 main:574] : INFO : Epoch 1742 | loss: 0.0311705 | val_loss: 0.031175 | Time: 1859.33 ms [2021-03-09 10:57:26 main:574] : INFO : Epoch 1743 | loss: 0.031169 | val_loss: 0.0311756 | Time: 1824.5 ms [2021-03-09 10:57:28 main:574] : INFO : Epoch 1744 | loss: 0.0311682 | val_loss: 0.0311775 | Time: 1790.7 ms [2021-03-09 10:57:30 main:574] : INFO : Epoch 1745 | loss: 0.031169 | val_loss: 0.0311762 | Time: 1894.38 ms [2021-03-09 10:57:32 main:574] : INFO : Epoch 1746 | loss: 0.0311691 | val_loss: 0.0311753 | Time: 1498.67 ms [2021-03-09 10:57:33 main:574] : INFO : Epoch 1747 | loss: 0.0311668 | val_loss: 0.0311759 | Time: 1792.75 ms [2021-03-09 10:57:35 main:574] : INFO : Epoch 1748 | loss: 0.0311674 | val_loss: 0.0311761 | Time: 1807.35 ms [2021-03-09 10:57:37 main:574] : INFO : Epoch 1749 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 1814.09 ms [2021-03-09 10:57:39 main:574] : INFO : Epoch 1750 | loss: 0.0311661 | val_loss: 0.0311798 | Time: 1871.09 ms [2021-03-09 10:57:41 main:574] : INFO : Epoch 1751 | loss: 0.0311652 | val_loss: 0.0311747 | Time: 1738.34 ms [2021-03-09 10:57:42 main:574] : INFO : Epoch 1752 | loss: 0.0311647 | val_loss: 0.0311762 | Time: 1601.67 ms [2021-03-09 10:57:44 main:574] : INFO : Epoch 1753 | loss: 0.0311668 | val_loss: 0.0311775 | Time: 1846.95 ms [2021-03-09 10:57:46 main:574] : INFO : Epoch 1754 | loss: 0.0311644 | val_loss: 0.0311748 | Time: 1894.65 ms [2021-03-09 10:57:48 main:574] : INFO : Epoch 1755 | loss: 0.0311653 | val_loss: 0.0311756 | Time: 1848.35 ms [2021-03-09 10:57:50 main:574] : INFO : Epoch 1756 | loss: 0.0311711 | val_loss: 0.0311758 | Time: 1817.87 ms [2021-03-09 10:57:51 main:574] : INFO : Epoch 1757 | loss: 0.0311709 | val_loss: 0.0311805 | Time: 1561.09 ms [2021-03-09 10:57:53 main:574] : INFO : Epoch 1758 | loss: 0.0311687 | val_loss: 0.0311772 | Time: 1709.15 ms [2021-03-09 10:57:55 main:574] : INFO : Epoch 1759 | loss: 0.0311662 | val_loss: 0.0311743 | Time: 1816.12 ms [2021-03-09 10:57:57 main:574] : INFO : Epoch 1760 | loss: 0.031164 | val_loss: 0.0311745 | Time: 1827.92 ms [2021-03-09 10:57:58 main:574] : INFO : Epoch 1761 | loss: 0.0311644 | val_loss: 0.0311763 | Time: 1808.29 ms [2021-03-09 10:58:00 main:574] : INFO : Epoch 1762 | loss: 0.0311656 | val_loss: 0.0311883 | Time: 1783.6 ms [2021-03-09 10:58:02 main:574] : INFO : Epoch 1763 | loss: 0.0311731 | val_loss: 0.0311736 | Time: 1512.86 ms [2021-03-09 10:58:04 main:574] : INFO : Epoch 1764 | loss: 0.0311719 | val_loss: 0.031173 | Time: 1799.38 ms [2021-03-09 10:58:05 main:574] : INFO : Epoch 1765 | loss: 0.0311721 | val_loss: 0.0311728 | Time: 1815.47 ms [2021-03-09 10:58:07 main:574] : INFO : Epoch 1766 | loss: 0.0311702 | val_loss: 0.0311738 | Time: 1837.55 ms [2021-03-09 10:58:09 main:574] : INFO : Epoch 1767 | loss: 0.0311689 | val_loss: 0.0311723 | Time: 1794.23 ms [2021-03-09 10:58:11 main:574] : INFO : Epoch 1768 | loss: 0.0311686 | val_loss: 0.0311721 | Time: 1691.63 ms [2021-03-09 10:58:12 main:574] : INFO : Epoch 1769 | loss: 0.0311679 | val_loss: 0.0311728 | Time: 1599.2 ms [2021-03-09 10:58:14 main:574] : INFO : Epoch 1770 | loss: 0.0311684 | val_loss: 0.0311788 | Time: 1862.13 ms [2021-03-09 10:58:16 main:574] : INFO : Epoch 1771 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 1802.97 ms [2021-03-09 10:58:18 main:574] : INFO : Epoch 1772 | loss: 0.031179 | val_loss: 0.0311841 | Time: 1849.01 ms [2021-03-09 10:58:20 main:574] : INFO : Epoch 1773 | loss: 0.0311904 | val_loss: 0.0311938 | Time: 1865.2 ms [2021-03-09 10:58:21 main:574] : INFO : Epoch 1774 | loss: 0.0311914 | val_loss: 0.0311927 | Time: 1536.82 ms [2021-03-09 10:58:23 main:574] : INFO : Epoch 1775 | loss: 0.0311899 | val_loss: 0.0311924 | Time: 1752.33 ms [2021-03-09 10:58:25 main:574] : INFO : Epoch 1776 | loss: 0.0311889 | val_loss: 0.0311912 | Time: 1902.43 ms [2021-03-09 10:58:27 main:574] : INFO : Epoch 1777 | loss: 0.0311882 | val_loss: 0.0311907 | Time: 1928.26 ms [2021-03-09 10:58:29 main:574] : INFO : Epoch 1778 | loss: 0.0311875 | val_loss: 0.0311885 | Time: 1995.4 ms [2021-03-09 10:58:31 main:574] : INFO : Epoch 1779 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 1833.5 ms [2021-03-09 10:58:32 main:574] : INFO : Epoch 1780 | loss: 0.0311849 | val_loss: 0.0311882 | Time: 1620.33 ms [2021-03-09 10:58:34 main:574] : INFO : Epoch 1781 | loss: 0.0311848 | val_loss: 0.0311874 | Time: 1826.29 ms [2021-03-09 10:58:36 main:574] : INFO : Epoch 1782 | loss: 0.0311841 | val_loss: 0.0311892 | Time: 1750.99 ms [2021-03-09 10:58:38 main:574] : INFO : Epoch 1783 | loss: 0.031184 | val_loss: 0.0311871 | Time: 1843.06 ms [2021-03-09 10:58:40 main:574] : INFO : Epoch 1784 | loss: 0.031183 | val_loss: 0.0311858 | Time: 1844.92 ms [2021-03-09 10:58:41 main:574] : INFO : Epoch 1785 | loss: 0.031182 | val_loss: 0.031185 | Time: 1578.61 ms [2021-03-09 10:58:43 main:574] : INFO : Epoch 1786 | loss: 0.0311818 | val_loss: 0.031185 | Time: 1715.98 ms [2021-03-09 10:58:45 main:574] : INFO : Epoch 1787 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 1862.54 ms [2021-03-09 10:58:47 main:574] : INFO : Epoch 1788 | loss: 0.0311827 | val_loss: 0.0311868 | Time: 1821.5 ms [2021-03-09 10:58:49 main:574] : INFO : Epoch 1789 | loss: 0.0311817 | val_loss: 0.0311841 | Time: 1918.22 ms [2021-03-09 10:58:51 main:574] : INFO : Epoch 1790 | loss: 0.0311823 | val_loss: 0.0311847 | Time: 1831.83 ms [2021-03-09 10:58:52 main:574] : INFO : Epoch 1791 | loss: 0.0311838 | val_loss: 0.03119 | Time: 1520.5 ms [2021-03-09 10:58:54 main:574] : INFO : Epoch 1792 | loss: 0.0311844 | val_loss: 0.0311865 | Time: 1843.8 ms [2021-03-09 10:58:56 main:574] : INFO : Epoch 1793 | loss: 0.0311822 | val_loss: 0.0311834 | Time: 1851.94 ms [2021-03-09 10:58:58 main:574] : INFO : Epoch 1794 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 1818.19 ms [2021-03-09 10:58:59 main:574] : INFO : Epoch 1795 | loss: 0.0311807 | val_loss: 0.0311869 | Time: 1803.41 ms [2021-03-09 10:59:01 main:574] : INFO : Epoch 1796 | loss: 0.031182 | val_loss: 0.0311829 | Time: 1618.67 ms [2021-03-09 10:59:03 main:574] : INFO : Epoch 1797 | loss: 0.0311803 | val_loss: 0.0311865 | Time: 1629.6 ms [2021-03-09 10:59:04 main:574] : INFO : Epoch 1798 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 1798.45 ms [2021-03-09 10:59:06 main:574] : INFO : Epoch 1799 | loss: 0.0311816 | val_loss: 0.0311847 | Time: 1792.17 ms [2021-03-09 10:59:08 main:574] : INFO : Epoch 1800 | loss: 0.0311803 | val_loss: 0.0311839 | Time: 1816 ms [2021-03-09 10:59:10 main:574] : INFO : Epoch 1801 | loss: 0.0311794 | val_loss: 0.031182 | Time: 1817.92 ms [2021-03-09 10:59:12 main:574] : INFO : Epoch 1802 | loss: 0.0311804 | val_loss: 0.0311826 | Time: 1561.7 ms [2021-03-09 10:59:13 main:574] : INFO : Epoch 1803 | loss: 0.03118 | val_loss: 0.0311823 | Time: 1770.08 ms [2021-03-09 10:59:15 main:574] : INFO : Epoch 1804 | loss: 0.0311798 | val_loss: 0.0311819 | Time: 1805.06 ms [2021-03-09 10:59:17 main:574] : INFO : Epoch 1805 | loss: 0.0311793 | val_loss: 0.0311829 | Time: 1831.03 ms [2021-03-09 10:59:19 main:574] : INFO : Epoch 1806 | loss: 0.0311806 | val_loss: 0.0311822 | Time: 1849.6 ms [2021-03-09 10:59:21 main:574] : INFO : Epoch 1807 | loss: 0.0311793 | val_loss: 0.0311824 | Time: 1798.07 ms [2021-03-09 10:59:22 main:574] : INFO : Epoch 1808 | loss: 0.0311806 | val_loss: 0.031184 | Time: 1518.95 ms [2021-03-09 10:59:24 main:574] : INFO : Epoch 1809 | loss: 0.0311804 | val_loss: 0.0311834 | Time: 1787.3 ms [2021-03-09 10:59:26 main:574] : INFO : Epoch 1810 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 1839.72 ms [2021-03-09 10:59:28 main:574] : INFO : Epoch 1811 | loss: 0.031181 | val_loss: 0.0311854 | Time: 1847.77 ms [2021-03-09 10:59:29 main:574] : INFO : Epoch 1812 | loss: 0.0311812 | val_loss: 0.0311834 | Time: 1778.12 ms [2021-03-09 10:59:31 main:574] : INFO : Epoch 1813 | loss: 0.0311816 | val_loss: 0.0311833 | Time: 1662.82 ms [2021-03-09 10:59:33 main:574] : INFO : Epoch 1814 | loss: 0.03118 | val_loss: 0.0311839 | Time: 1613.65 ms [2021-03-09 10:59:35 main:574] : INFO : Epoch 1815 | loss: 0.0311791 | val_loss: 0.031184 | Time: 1821.78 ms [2021-03-09 10:59:36 main:574] : INFO : Epoch 1816 | loss: 0.0311783 | val_loss: 0.0311821 | Time: 1845.86 ms [2021-03-09 10:59:38 main:574] : INFO : Epoch 1817 | loss: 0.0311783 | val_loss: 0.0311855 | Time: 1781.28 ms [2021-03-09 10:59:40 main:574] : INFO : Epoch 1818 | loss: 0.0311778 | val_loss: 0.0311816 | Time: 1763.33 ms [2021-03-09 10:59:42 main:574] : INFO : Epoch 1819 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 1582.31 ms [2021-03-09 10:59:43 main:574] : INFO : Epoch 1820 | loss: 0.0311781 | val_loss: 0.0311816 | Time: 1794.68 ms [2021-03-09 10:59:45 main:574] : INFO : Epoch 1821 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 1883.62 ms [2021-03-09 10:59:47 main:574] : INFO : Epoch 1822 | loss: 0.0311774 | val_loss: 0.031181 | Time: 1919.99 ms [2021-03-09 10:59:49 main:574] : INFO : Epoch 1823 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 1887.48 ms [2021-03-09 10:59:51 main:574] : INFO : Epoch 1824 | loss: 0.0311778 | val_loss: 0.0311862 | Time: 1795.25 ms [2021-03-09 10:59:53 main:574] : INFO : Epoch 1825 | loss: 0.0311803 | val_loss: 0.0311882 | Time: 1584.48 ms [2021-03-09 10:59:54 main:574] : INFO : Epoch 1826 | loss: 0.0311793 | val_loss: 0.0311811 | Time: 1824.9 ms [2021-03-09 10:59:56 main:574] : INFO : Epoch 1827 | loss: 0.0311761 | val_loss: 0.0311805 | Time: 1850.87 ms [2021-03-09 10:59:58 main:574] : INFO : Epoch 1828 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 1814.47 ms [2021-03-09 11:00:00 main:574] : INFO : Epoch 1829 | loss: 0.031176 | val_loss: 0.0311817 | Time: 1852.75 ms [2021-03-09 11:00:01 main:574] : INFO : Epoch 1830 | loss: 0.0311776 | val_loss: 0.0311803 | Time: 1565.61 ms [2021-03-09 11:00:03 main:574] : INFO : Epoch 1831 | loss: 0.031176 | val_loss: 0.0311801 | Time: 1712.51 ms [2021-03-09 11:00:05 main:574] : INFO : Epoch 1832 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 1744.11 ms [2021-03-09 11:00:07 main:574] : INFO : Epoch 1833 | loss: 0.0311765 | val_loss: 0.0311803 | Time: 1773.37 ms [2021-03-09 11:00:09 main:574] : INFO : Epoch 1834 | loss: 0.0311766 | val_loss: 0.0311843 | Time: 1810.16 ms [2021-03-09 11:00:10 main:574] : INFO : Epoch 1835 | loss: 0.0311795 | val_loss: 0.0311814 | Time: 1779 ms [2021-03-09 11:00:12 main:574] : INFO : Epoch 1836 | loss: 0.0311767 | val_loss: 0.0311838 | Time: 1543.32 ms [2021-03-09 11:00:14 main:574] : INFO : Epoch 1837 | loss: 0.031177 | val_loss: 0.0311816 | Time: 1813.93 ms [2021-03-09 11:00:16 main:574] : INFO : Epoch 1838 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 1797.62 ms [2021-03-09 11:00:17 main:574] : INFO : Epoch 1839 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 1810.57 ms [2021-03-09 11:00:19 main:574] : INFO : Epoch 1840 | loss: 0.0311751 | val_loss: 0.0311804 | Time: 1856.63 ms [2021-03-09 11:00:21 main:574] : INFO : Epoch 1841 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 1716.75 ms [2021-03-09 11:00:23 main:574] : INFO : Epoch 1842 | loss: 0.0311761 | val_loss: 0.0311837 | Time: 1558.65 ms [2021-03-09 11:00:24 main:574] : INFO : Epoch 1843 | loss: 0.031176 | val_loss: 0.0311844 | Time: 1804.16 ms [2021-03-09 11:00:26 main:574] : INFO : Epoch 1844 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 1820.82 ms [2021-03-09 11:00:28 main:574] : INFO : Epoch 1845 | loss: 0.0311747 | val_loss: 0.0311805 | Time: 1819.27 ms [2021-03-09 11:00:30 main:574] : INFO : Epoch 1846 | loss: 0.0311739 | val_loss: 0.0311806 | Time: 1770.23 ms [2021-03-09 11:00:31 main:574] : INFO : Epoch 1847 | loss: 0.0311746 | val_loss: 0.0311926 | Time: 1616.07 ms [2021-03-09 11:00:33 main:574] : INFO : Epoch 1848 | loss: 0.0311769 | val_loss: 0.0311816 | Time: 1608.27 ms [2021-03-09 11:00:35 main:574] : INFO : Epoch 1849 | loss: 0.031175 | val_loss: 0.0311803 | Time: 1782.59 ms [2021-03-09 11:00:37 main:574] : INFO : Epoch 1850 | loss: 0.0311743 | val_loss: 0.0311804 | Time: 1776.7 ms [2021-03-09 11:00:38 main:574] : INFO : Epoch 1851 | loss: 0.0311743 | val_loss: 0.0311819 | Time: 1818.76 ms [2021-03-09 11:00:40 main:574] : INFO : Epoch 1852 | loss: 0.031174 | val_loss: 0.0311795 | Time: 1787.26 ms [2021-03-09 11:00:42 main:574] : INFO : Epoch 1853 | loss: 0.0311742 | val_loss: 0.0311809 | Time: 1544.64 ms [2021-03-09 11:00:44 main:574] : INFO : Epoch 1854 | loss: 0.0311734 | val_loss: 0.0311817 | Time: 1776.09 ms [2021-03-09 11:00:45 main:574] : INFO : Epoch 1855 | loss: 0.0311758 | val_loss: 0.0311818 | Time: 1814.73 ms [2021-03-09 11:00:47 main:574] : INFO : Epoch 1856 | loss: 0.0311755 | val_loss: 0.0311814 | Time: 1813.83 ms [2021-03-09 11:00:49 main:574] : INFO : Epoch 1857 | loss: 0.0311741 | val_loss: 0.03118 | Time: 1812.17 ms [2021-03-09 11:00:51 main:574] : INFO : Epoch 1858 | loss: 0.0311762 | val_loss: 0.0311807 | Time: 1849.3 ms [2021-03-09 11:00:52 main:574] : INFO : Epoch 1859 | loss: 0.031177 | val_loss: 0.0311816 | Time: 1516.94 ms [2021-03-09 11:00:54 main:574] : INFO : Epoch 1860 | loss: 0.031177 | val_loss: 0.0311826 | Time: 1790.44 ms [2021-03-09 11:00:56 main:574] : INFO : Epoch 1861 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 1852.53 ms [2021-03-09 11:00:58 main:574] : INFO : Epoch 1862 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 1816.35 ms [2021-03-09 11:01:00 main:574] : INFO : Epoch 1863 | loss: 0.0311786 | val_loss: 0.0311921 | Time: 1766.18 ms [2021-03-09 11:01:01 main:574] : INFO : Epoch 1864 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 1666.12 ms [2021-03-09 11:01:03 main:574] : INFO : Epoch 1865 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 1646.53 ms [2021-03-09 11:01:05 main:574] : INFO : Epoch 1866 | loss: 0.031176 | val_loss: 0.0311807 | Time: 1870.67 ms [2021-03-09 11:01:07 main:574] : INFO : Epoch 1867 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 1805.39 ms [2021-03-09 11:01:09 main:574] : INFO : Epoch 1868 | loss: 0.031175 | val_loss: 0.031181 | Time: 1845.42 ms [2021-03-09 11:01:10 main:574] : INFO : Epoch 1869 | loss: 0.0311758 | val_loss: 0.0311807 | Time: 1800.93 ms [2021-03-09 11:01:12 main:574] : INFO : Epoch 1870 | loss: 0.0311771 | val_loss: 0.0311899 | Time: 1545.33 ms [2021-03-09 11:01:14 main:574] : INFO : Epoch 1871 | loss: 0.0311783 | val_loss: 0.031182 | Time: 1702.28 ms [2021-03-09 11:01:15 main:574] : INFO : Epoch 1872 | loss: 0.0311761 | val_loss: 0.0311809 | Time: 1771.03 ms [2021-03-09 11:01:17 main:574] : INFO : Epoch 1873 | loss: 0.0311748 | val_loss: 0.031181 | Time: 1849.41 ms [2021-03-09 11:01:19 main:574] : INFO : Epoch 1874 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 1837.48 ms [2021-03-09 11:01:21 main:574] : INFO : Epoch 1875 | loss: 0.0311763 | val_loss: 0.0311809 | Time: 1830.78 ms [2021-03-09 11:01:23 main:574] : INFO : Epoch 1876 | loss: 0.0311763 | val_loss: 0.031182 | Time: 1548.75 ms [2021-03-09 11:01:24 main:574] : INFO : Epoch 1877 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 1828.78 ms [2021-03-09 11:01:26 main:574] : INFO : Epoch 1878 | loss: 0.0311751 | val_loss: 0.0311807 | Time: 1767.61 ms [2021-03-09 11:01:28 main:574] : INFO : Epoch 1879 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 1810.41 ms [2021-03-09 11:01:30 main:574] : INFO : Epoch 1880 | loss: 0.0311747 | val_loss: 0.0311839 | Time: 1842.91 ms [2021-03-09 11:01:31 main:574] : INFO : Epoch 1881 | loss: 0.0311754 | val_loss: 0.0311807 | Time: 1638.73 ms [2021-03-09 11:01:33 main:574] : INFO : Epoch 1882 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 1655.92 ms [2021-03-09 11:01:35 main:574] : INFO : Epoch 1883 | loss: 0.0311746 | val_loss: 0.0311807 | Time: 1849.2 ms [2021-03-09 11:01:37 main:574] : INFO : Epoch 1884 | loss: 0.0311744 | val_loss: 0.0311802 | Time: 1781.29 ms [2021-03-09 11:01:39 main:574] : INFO : Epoch 1885 | loss: 0.0311745 | val_loss: 0.031181 | Time: 1829 ms [2021-03-09 11:01:40 main:574] : INFO : Epoch 1886 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 1756.63 ms [2021-03-09 11:01:42 main:574] : INFO : Epoch 1887 | loss: 0.0311743 | val_loss: 0.0311828 | Time: 1509.48 ms [2021-03-09 11:01:44 main:574] : INFO : Epoch 1888 | loss: 0.0311744 | val_loss: 0.031181 | Time: 1734.24 ms [2021-03-09 11:01:45 main:574] : INFO : Epoch 1889 | loss: 0.031174 | val_loss: 0.0311822 | Time: 1821.03 ms [2021-03-09 11:01:47 main:574] : INFO : Epoch 1890 | loss: 0.0311736 | val_loss: 0.031182 | Time: 1800.07 ms [2021-03-09 11:01:49 main:574] : INFO : Epoch 1891 | loss: 0.0311742 | val_loss: 0.0311814 | Time: 1818.66 ms [2021-03-09 11:01:51 main:574] : INFO : Epoch 1892 | loss: 0.0311731 | val_loss: 0.031182 | Time: 1818.28 ms [2021-03-09 11:01:52 main:574] : INFO : Epoch 1893 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 1516.13 ms [2021-03-09 11:01:54 main:574] : INFO : Epoch 1894 | loss: 0.0311724 | val_loss: 0.0311832 | Time: 1825.69 ms [2021-03-09 11:01:56 main:574] : INFO : Epoch 1895 | loss: 0.0311732 | val_loss: 0.0311805 | Time: 1818.14 ms [2021-03-09 11:01:58 main:574] : INFO : Epoch 1896 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 1841.63 ms [2021-03-09 11:02:00 main:574] : INFO : Epoch 1897 | loss: 0.031174 | val_loss: 0.0311801 | Time: 1831.33 ms [2021-03-09 11:02:01 main:574] : INFO : Epoch 1898 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 1641.4 ms [2021-03-09 11:02:03 main:574] : INFO : Epoch 1899 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 1617.33 ms [2021-03-09 11:02:05 main:574] : INFO : Epoch 1900 | loss: 0.0311745 | val_loss: 0.0311801 | Time: 1807.09 ms [2021-03-09 11:02:07 main:574] : INFO : Epoch 1901 | loss: 0.0311731 | val_loss: 0.031181 | Time: 1829.8 ms [2021-03-09 11:02:09 main:574] : INFO : Epoch 1902 | loss: 0.0311739 | val_loss: 0.0311801 | Time: 1858.07 ms [2021-03-09 11:02:10 main:574] : INFO : Epoch 1903 | loss: 0.0311727 | val_loss: 0.0311805 | Time: 1823.37 ms [2021-03-09 11:02:12 main:574] : INFO : Epoch 1904 | loss: 0.0311734 | val_loss: 0.0311809 | Time: 1505.02 ms [2021-03-09 11:02:14 main:574] : INFO : Epoch 1905 | loss: 0.0311741 | val_loss: 0.0311807 | Time: 1777.18 ms [2021-03-09 11:02:16 main:574] : INFO : Epoch 1906 | loss: 0.0311743 | val_loss: 0.0311828 | Time: 1803.08 ms [2021-03-09 11:02:17 main:574] : INFO : Epoch 1907 | loss: 0.0311736 | val_loss: 0.0311794 | Time: 1844.77 ms [2021-03-09 11:02:19 main:574] : INFO : Epoch 1908 | loss: 0.0311729 | val_loss: 0.0311822 | Time: 1812.7 ms [2021-03-09 11:02:21 main:574] : INFO : Epoch 1909 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 1877.44 ms [2021-03-09 11:02:23 main:574] : INFO : Epoch 1910 | loss: 0.0311732 | val_loss: 0.0311858 | Time: 1536.27 ms [2021-03-09 11:02:25 main:574] : INFO : Epoch 1911 | loss: 0.0311771 | val_loss: 0.0311871 | Time: 1831.97 ms [2021-03-09 11:02:26 main:574] : INFO : Epoch 1912 | loss: 0.0311752 | val_loss: 0.0311813 | Time: 1850.28 ms [2021-03-09 11:02:28 main:574] : INFO : Epoch 1913 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 1892.31 ms [2021-03-09 11:02:30 main:574] : INFO : Epoch 1914 | loss: 0.031172 | val_loss: 0.0311825 | Time: 1810.68 ms [2021-03-09 11:02:32 main:574] : INFO : Epoch 1915 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 1617.95 ms [2021-03-09 11:02:33 main:574] : INFO : Epoch 1916 | loss: 0.0311714 | val_loss: 0.0311809 | Time: 1712.75 ms [2021-03-09 11:02:35 main:574] : INFO : Epoch 1917 | loss: 0.031171 | val_loss: 0.0311825 | Time: 1861.31 ms [2021-03-09 11:02:37 main:574] : INFO : Epoch 1918 | loss: 0.0311715 | val_loss: 0.031182 | Time: 1803.45 ms [2021-03-09 11:02:39 main:574] : INFO : Epoch 1919 | loss: 0.0311716 | val_loss: 0.0311823 | Time: 1774.14 ms [2021-03-09 11:02:41 main:574] : INFO : Epoch 1920 | loss: 0.0311706 | val_loss: 0.0311802 | Time: 1750.73 ms [2021-03-09 11:02:42 main:574] : INFO : Epoch 1921 | loss: 0.0311726 | val_loss: 0.031179 | Time: 1515.97 ms [2021-03-09 11:02:44 main:574] : INFO : Epoch 1922 | loss: 0.0311722 | val_loss: 0.0311806 | Time: 1814.46 ms [2021-03-09 11:02:46 main:574] : INFO : Epoch 1923 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 1854.4 ms [2021-03-09 11:02:48 main:574] : INFO : Epoch 1924 | loss: 0.0311728 | val_loss: 0.0311803 | Time: 1853.39 ms [2021-03-09 11:02:50 main:574] : INFO : Epoch 1925 | loss: 0.031172 | val_loss: 0.0311795 | Time: 1796.41 ms [2021-03-09 11:02:51 main:574] : INFO : Epoch 1926 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 1693.11 ms [2021-03-09 11:02:53 main:574] : INFO : Epoch 1927 | loss: 0.031173 | val_loss: 0.0311808 | Time: 1551.54 ms [2021-03-09 11:02:55 main:574] : INFO : Epoch 1928 | loss: 0.0311727 | val_loss: 0.0311833 | Time: 1829.74 ms [2021-03-09 11:02:56 main:574] : INFO : Epoch 1929 | loss: 0.031173 | val_loss: 0.0311815 | Time: 1810.6 ms [2021-03-09 11:02:58 main:574] : INFO : Epoch 1930 | loss: 0.0311726 | val_loss: 0.0311839 | Time: 1856.95 ms [2021-03-09 11:03:00 main:574] : INFO : Epoch 1931 | loss: 0.0311731 | val_loss: 0.0311837 | Time: 1850.51 ms [2021-03-09 11:03:02 main:574] : INFO : Epoch 1932 | loss: 0.0311737 | val_loss: 0.0311872 | Time: 1562.36 ms [2021-03-09 11:03:03 main:574] : INFO : Epoch 1933 | loss: 0.0311709 | val_loss: 0.0311804 | Time: 1669.79 ms [2021-03-09 11:03:05 main:574] : INFO : Epoch 1934 | loss: 0.0311713 | val_loss: 0.0311828 | Time: 1807.59 ms [2021-03-09 11:03:07 main:574] : INFO : Epoch 1935 | loss: 0.0311715 | val_loss: 0.0311799 | Time: 1858.91 ms [2021-03-09 11:03:09 main:574] : INFO : Epoch 1936 | loss: 0.0311705 | val_loss: 0.0311796 | Time: 1811.48 ms [2021-03-09 11:03:11 main:574] : INFO : Epoch 1937 | loss: 0.0311706 | val_loss: 0.0311831 | Time: 1846.21 ms [2021-03-09 11:03:12 main:574] : INFO : Epoch 1938 | loss: 0.0311705 | val_loss: 0.0311822 | Time: 1525.61 ms [2021-03-09 11:03:14 main:574] : INFO : Epoch 1939 | loss: 0.0311712 | val_loss: 0.0311834 | Time: 1826.71 ms [2021-03-09 11:03:16 main:574] : INFO : Epoch 1940 | loss: 0.0311709 | val_loss: 0.0311827 | Time: 1764.25 ms [2021-03-09 11:03:18 main:574] : INFO : Epoch 1941 | loss: 0.0311713 | val_loss: 0.03118 | Time: 1816.23 ms [2021-03-09 11:03:20 main:574] : INFO : Epoch 1942 | loss: 0.0311711 | val_loss: 0.0311843 | Time: 1793.99 ms [2021-03-09 11:03:21 main:574] : INFO : Epoch 1943 | loss: 0.0311721 | val_loss: 0.031181 | Time: 1709.41 ms [2021-03-09 11:03:23 main:574] : INFO : Epoch 1944 | loss: 0.031171 | val_loss: 0.0311891 | Time: 1601.67 ms [2021-03-09 11:03:25 main:574] : INFO : Epoch 1945 | loss: 0.0311768 | val_loss: 0.0311881 | Time: 1888.39 ms [2021-03-09 11:03:27 main:574] : INFO : Epoch 1946 | loss: 0.0311721 | val_loss: 0.0311818 | Time: 1815.94 ms [2021-03-09 11:03:28 main:574] : INFO : Epoch 1947 | loss: 0.0311704 | val_loss: 0.0311824 | Time: 1810.65 ms [2021-03-09 11:03:30 main:574] : INFO : Epoch 1948 | loss: 0.0311715 | val_loss: 0.0311823 | Time: 1868.7 ms [2021-03-09 11:03:32 main:574] : INFO : Epoch 1949 | loss: 0.03117 | val_loss: 0.0311832 | Time: 1553.08 ms [2021-03-09 11:03:34 main:574] : INFO : Epoch 1950 | loss: 0.0311699 | val_loss: 0.0311846 | Time: 1714.38 ms [2021-03-09 11:03:35 main:574] : INFO : Epoch 1951 | loss: 0.0311707 | val_loss: 0.0311824 | Time: 1794.89 ms [2021-03-09 11:03:37 main:574] : INFO : Epoch 1952 | loss: 0.0311705 | val_loss: 0.0311826 | Time: 1797.78 ms [2021-03-09 11:03:39 main:574] : INFO : Epoch 1953 | loss: 0.0311706 | val_loss: 0.0311834 | Time: 1782.23 ms [2021-03-09 11:03:41 main:574] : INFO : Epoch 1954 | loss: 0.0311708 | val_loss: 0.0311814 | Time: 1792.43 ms [2021-03-09 11:03:42 main:574] : INFO : Epoch 1955 | loss: 0.0311712 | val_loss: 0.0311799 | Time: 1529.4 ms [2021-03-09 11:03:44 main:574] : INFO : Epoch 1956 | loss: 0.0311721 | val_loss: 0.0311803 | Time: 1798.38 ms [2021-03-09 11:03:46 main:574] : INFO : Epoch 1957 | loss: 0.0311703 | val_loss: 0.03118 | Time: 1891.83 ms [2021-03-09 11:03:48 main:574] : INFO : Epoch 1958 | loss: 0.0311701 | val_loss: 0.0311809 | Time: 1829.97 ms [2021-03-09 11:03:50 main:574] : INFO : Epoch 1959 | loss: 0.0311696 | val_loss: 0.0311803 | Time: 1799.22 ms [2021-03-09 11:03:51 main:574] : INFO : Epoch 1960 | loss: 0.031171 | val_loss: 0.0311874 | Time: 1733.59 ms [2021-03-09 11:03:53 main:574] : INFO : Epoch 1961 | loss: 0.0311697 | val_loss: 0.0311821 | Time: 1571.01 ms [2021-03-09 11:03:55 main:574] : INFO : Epoch 1962 | loss: 0.0311701 | val_loss: 0.0311826 | Time: 1840.37 ms [2021-03-09 11:03:57 main:574] : INFO : Epoch 1963 | loss: 0.0311694 | val_loss: 0.0311834 | Time: 1793.77 ms [2021-03-09 11:03:59 main:574] : INFO : Epoch 1964 | loss: 0.0311693 | val_loss: 0.0311814 | Time: 1849.5 ms [2021-03-09 11:04:00 main:574] : INFO : Epoch 1965 | loss: 0.031169 | val_loss: 0.031181 | Time: 1815.51 ms [2021-03-09 11:04:02 main:574] : INFO : Epoch 1966 | loss: 0.031169 | val_loss: 0.0311807 | Time: 1587.49 ms [2021-03-09 11:04:04 main:574] : INFO : Epoch 1967 | loss: 0.0311695 | val_loss: 0.0311812 | Time: 1695.35 ms [2021-03-09 11:04:05 main:574] : INFO : Epoch 1968 | loss: 0.0311695 | val_loss: 0.0311829 | Time: 1779.26 ms [2021-03-09 11:04:07 main:574] : INFO : Epoch 1969 | loss: 0.0311723 | val_loss: 0.0311816 | Time: 1840.43 ms [2021-03-09 11:04:09 main:574] : INFO : Epoch 1970 | loss: 0.0311732 | val_loss: 0.0311836 | Time: 1770.87 ms [2021-03-09 11:04:11 main:574] : INFO : Epoch 1971 | loss: 0.0311747 | val_loss: 0.031179 | Time: 1798.07 ms [2021-03-09 11:04:12 main:574] : INFO : Epoch 1972 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 1494.17 ms [2021-03-09 11:04:14 main:574] : INFO : Epoch 1973 | loss: 0.0311746 | val_loss: 0.0311788 | Time: 1820.12 ms [2021-03-09 11:04:16 main:574] : INFO : Epoch 1974 | loss: 0.0311729 | val_loss: 0.0311772 | Time: 1811.31 ms [2021-03-09 11:04:18 main:574] : INFO : Epoch 1975 | loss: 0.0311727 | val_loss: 0.0311773 | Time: 1855.17 ms [2021-03-09 11:04:20 main:574] : INFO : Epoch 1976 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 1822.59 ms [2021-03-09 11:04:21 main:574] : INFO : Epoch 1977 | loss: 0.0311724 | val_loss: 0.0311768 | Time: 1691.47 ms [2021-03-09 11:04:23 main:574] : INFO : Epoch 1978 | loss: 0.0311734 | val_loss: 0.0311788 | Time: 1582.32 ms [2021-03-09 11:04:25 main:574] : INFO : Epoch 1979 | loss: 0.0311734 | val_loss: 0.0311814 | Time: 1858.15 ms [2021-03-09 11:04:27 main:574] : INFO : Epoch 1980 | loss: 0.0311734 | val_loss: 0.0311787 | Time: 1849.69 ms [2021-03-09 11:04:29 main:574] : INFO : Epoch 1981 | loss: 0.0311747 | val_loss: 0.0311765 | Time: 1837.25 ms [2021-03-09 11:04:30 main:574] : INFO : Epoch 1982 | loss: 0.0311734 | val_loss: 0.0311759 | Time: 1773.88 ms [2021-03-09 11:04:32 main:574] : INFO : Epoch 1983 | loss: 0.0311735 | val_loss: 0.0311756 | Time: 1574.4 ms [2021-03-09 11:04:34 main:574] : INFO : Epoch 1984 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 1657.62 ms [2021-03-09 11:04:36 main:574] : INFO : Epoch 1985 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 1843.42 ms [2021-03-09 11:04:37 main:574] : INFO : Epoch 1986 | loss: 0.031171 | val_loss: 0.0311764 | Time: 1815.21 ms [2021-03-09 11:04:39 main:574] : INFO : Epoch 1987 | loss: 0.0311726 | val_loss: 0.0311832 | Time: 1839.95 ms [2021-03-09 11:04:41 main:574] : INFO : Epoch 1988 | loss: 0.0311737 | val_loss: 0.0311759 | Time: 1836.68 ms [2021-03-09 11:04:43 main:574] : INFO : Epoch 1989 | loss: 0.0311715 | val_loss: 0.0311766 | Time: 1528.03 ms [2021-03-09 11:04:44 main:574] : INFO : Epoch 1990 | loss: 0.0311711 | val_loss: 0.0311752 | Time: 1799.34 ms [2021-03-09 11:04:46 main:574] : INFO : Epoch 1991 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 1724.79 ms [2021-03-09 11:04:48 main:574] : INFO : Epoch 1992 | loss: 0.0311711 | val_loss: 0.0311768 | Time: 1812.46 ms [2021-03-09 11:04:50 main:574] : INFO : Epoch 1993 | loss: 0.0311701 | val_loss: 0.0311762 | Time: 1839.21 ms [2021-03-09 11:04:52 main:574] : INFO : Epoch 1994 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 1689.94 ms [2021-03-09 11:04:53 main:574] : INFO : Epoch 1995 | loss: 0.0311721 | val_loss: 0.031176 | Time: 1634.93 ms [2021-03-09 11:04:55 main:574] : INFO : Epoch 1996 | loss: 0.0311717 | val_loss: 0.0311771 | Time: 1804.94 ms [2021-03-09 11:04:57 main:574] : INFO : Epoch 1997 | loss: 0.0311713 | val_loss: 0.031176 | Time: 1843.27 ms [2021-03-09 11:04:59 main:574] : INFO : Epoch 1998 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 1843.31 ms [2021-03-09 11:05:01 main:574] : INFO : Epoch 1999 | loss: 0.0311711 | val_loss: 0.0311758 | Time: 1856.75 ms [2021-03-09 11:05:02 main:574] : INFO : Epoch 2000 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 1591.82 ms [2021-03-09 11:05:04 main:574] : INFO : Epoch 2001 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 1735.27 ms [2021-03-09 11:05:06 main:574] : INFO : Epoch 2002 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 1835.25 ms [2021-03-09 11:05:08 main:574] : INFO : Epoch 2003 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 1852.55 ms [2021-03-09 11:05:09 main:574] : INFO : Epoch 2004 | loss: 0.0311717 | val_loss: 0.0311766 | Time: 1817.26 ms [2021-03-09 11:05:11 main:574] : INFO : Epoch 2005 | loss: 0.0311717 | val_loss: 0.0311785 | Time: 1823.67 ms [2021-03-09 11:05:13 main:574] : INFO : Epoch 2006 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 1554.8 ms [2021-03-09 11:05:15 main:574] : INFO : Epoch 2007 | loss: 0.0311733 | val_loss: 0.0311768 | Time: 1826.33 ms [2021-03-09 11:05:17 main:574] : INFO : Epoch 2008 | loss: 0.0311719 | val_loss: 0.0311773 | Time: 1853.64 ms [2021-03-09 11:05:18 main:574] : INFO : Epoch 2009 | loss: 0.031171 | val_loss: 0.0311783 | Time: 1747.61 ms [2021-03-09 11:05:20 main:574] : INFO : Epoch 2010 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 1882.28 ms [2021-03-09 11:05:22 main:574] : INFO : Epoch 2011 | loss: 0.0311915 | val_loss: 0.0311972 | Time: 1649.58 ms [2021-03-09 11:05:23 main:574] : INFO : Epoch 2012 | loss: 0.0311996 | val_loss: 0.0311981 | Time: 1651.07 ms [2021-03-09 11:05:25 main:574] : INFO : Epoch 2013 | loss: 0.0312027 | val_loss: 0.0312003 | Time: 1784.52 ms [2021-03-09 11:05:27 main:574] : INFO : Epoch 2014 | loss: 0.0312069 | val_loss: 0.0312013 | Time: 1774.34 ms [2021-03-09 11:05:29 main:574] : INFO : Epoch 2015 | loss: 0.031206 | val_loss: 0.0312006 | Time: 1880.86 ms [2021-03-09 11:05:31 main:574] : INFO : Epoch 2016 | loss: 0.0312047 | val_loss: 0.0312004 | Time: 1806.67 ms [2021-03-09 11:05:32 main:574] : INFO : Epoch 2017 | loss: 0.0312034 | val_loss: 0.0311972 | Time: 1570.82 ms [2021-03-09 11:05:34 main:574] : INFO : Epoch 2018 | loss: 0.0311989 | val_loss: 0.0311951 | Time: 1855.71 ms [2021-03-09 11:05:36 main:574] : INFO : Epoch 2019 | loss: 0.0311987 | val_loss: 0.0311943 | Time: 1815.82 ms [2021-03-09 11:05:38 main:574] : INFO : Epoch 2020 | loss: 0.0312017 | val_loss: 0.0311987 | Time: 1833.83 ms [2021-03-09 11:05:40 main:574] : INFO : Epoch 2021 | loss: 0.0312011 | val_loss: 0.0311977 | Time: 1759.8 ms [2021-03-09 11:05:41 main:574] : INFO : Epoch 2022 | loss: 0.0312014 | val_loss: 0.0311965 | Time: 1813.71 ms [2021-03-09 11:05:43 main:574] : INFO : Epoch 2023 | loss: 0.0312009 | val_loss: 0.0311978 | Time: 1551.41 ms [2021-03-09 11:05:45 main:574] : INFO : Epoch 2024 | loss: 0.031203 | val_loss: 0.0311989 | Time: 1783.73 ms [2021-03-09 11:05:47 main:574] : INFO : Epoch 2025 | loss: 0.0312091 | val_loss: 0.0312139 | Time: 1788.78 ms [2021-03-09 11:05:48 main:574] : INFO : Epoch 2026 | loss: 0.0312107 | val_loss: 0.0311976 | Time: 1816.36 ms [2021-03-09 11:05:50 main:574] : INFO : Epoch 2027 | loss: 0.0311905 | val_loss: 0.0311902 | Time: 1884.24 ms [2021-03-09 11:05:52 main:574] : INFO : Epoch 2028 | loss: 0.0311945 | val_loss: 0.0311952 | Time: 1625.74 ms [2021-03-09 11:05:54 main:574] : INFO : Epoch 2029 | loss: 0.0311907 | val_loss: 0.0311928 | Time: 1592.17 ms [2021-03-09 11:05:55 main:574] : INFO : Epoch 2030 | loss: 0.0311892 | val_loss: 0.0311895 | Time: 1836.5 ms [2021-03-09 11:05:57 main:574] : INFO : Epoch 2031 | loss: 0.0311888 | val_loss: 0.0311891 | Time: 1785.69 ms [2021-03-09 11:05:59 main:574] : INFO : Epoch 2032 | loss: 0.03119 | val_loss: 0.031195 | Time: 1800.11 ms [2021-03-09 11:06:01 main:574] : INFO : Epoch 2033 | loss: 0.0311897 | val_loss: 0.0311918 | Time: 1812.6 ms [2021-03-09 11:06:02 main:574] : INFO : Epoch 2034 | loss: 0.0311876 | val_loss: 0.0311891 | Time: 1546 ms [2021-03-09 11:06:04 main:574] : INFO : Epoch 2035 | loss: 0.031186 | val_loss: 0.0311872 | Time: 1736.41 ms [2021-03-09 11:06:06 main:574] : INFO : Epoch 2036 | loss: 0.0311938 | val_loss: 0.0312045 | Time: 1887.83 ms [2021-03-09 11:06:08 main:574] : INFO : Epoch 2037 | loss: 0.0312081 | val_loss: 0.0312196 | Time: 1854.66 ms [2021-03-09 11:06:10 main:574] : INFO : Epoch 2038 | loss: 0.031218 | val_loss: 0.0312233 | Time: 1792.31 ms [2021-03-09 11:06:12 main:574] : INFO : Epoch 2039 | loss: 0.0312189 | val_loss: 0.0312207 | Time: 1766.12 ms [2021-03-09 11:06:13 main:574] : INFO : Epoch 2040 | loss: 0.0312176 | val_loss: 0.0312182 | Time: 1553.63 ms [2021-03-09 11:06:15 main:574] : INFO : Epoch 2041 | loss: 0.0312161 | val_loss: 0.0312152 | Time: 1821.07 ms [2021-03-09 11:06:17 main:574] : INFO : Epoch 2042 | loss: 0.0312147 | val_loss: 0.0312228 | Time: 1847.49 ms [2021-03-09 11:06:19 main:574] : INFO : Epoch 2043 | loss: 0.0312131 | val_loss: 0.0312128 | Time: 1846.29 ms [2021-03-09 11:06:20 main:574] : INFO : Epoch 2044 | loss: 0.0312103 | val_loss: 0.0312112 | Time: 1809.46 ms [2021-03-09 11:06:22 main:574] : INFO : Epoch 2045 | loss: 0.0312087 | val_loss: 0.03121 | Time: 1636.46 ms [2021-03-09 11:06:24 main:574] : INFO : Epoch 2046 | loss: 0.0312078 | val_loss: 0.0312086 | Time: 1645.99 ms [2021-03-09 11:06:26 main:574] : INFO : Epoch 2047 | loss: 0.0312061 | val_loss: 0.0312078 | Time: 1841.15 ms [2021-03-09 11:06:27 main:574] : INFO : Epoch 2048 | loss: 0.0312058 | val_loss: 0.031208 | Time: 1818.47 ms [2021-03-09 11:06:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031208 [2021-03-09 11:06:27 main:603] : INFO : Saving end state to config to file [2021-03-09 11:06:27 main:608] : INFO : Success, exiting.. 11:06:27 (6208): 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)