Task 9437577
| Name | ParityModified-1636178911-32305-3-0_2 |
| Workunit | 6561216 |
| Created | 4 Dec 2021, 23:13:34 UTC |
| Sent | 5 Dec 2021, 1:26:45 UTC |
| Report deadline | 13 Dec 2021, 1:26:45 UTC |
| Received | 7 Dec 2021, 2:50:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16078 |
| Run time | 1 hours 4 min 55 sec |
| CPU time | 58 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,671.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0311762 | val_loss: 0.031177 | Time: 1859.47 ms [2021-12-07 03:33:41 main:574] : INFO : Epoch 1543 | loss: 0.0311777 | val_loss: 0.0311814 | Time: 2026.49 ms [2021-12-07 03:33:44 main:574] : INFO : Epoch 1544 | loss: 0.0311798 | val_loss: 0.0311806 | Time: 2122.26 ms [2021-12-07 03:33:46 main:574] : INFO : Epoch 1545 | loss: 0.0311791 | val_loss: 0.0311814 | Time: 2034.96 ms [2021-12-07 03:33:48 main:574] : INFO : Epoch 1546 | loss: 0.0311777 | val_loss: 0.0311792 | Time: 1993.6 ms [2021-12-07 03:33:49 main:574] : INFO : Epoch 1547 | loss: 0.031177 | val_loss: 0.0311785 | Time: 1816.5 ms [2021-12-07 03:33:51 main:574] : INFO : Epoch 1548 | loss: 0.0311788 | val_loss: 0.0311913 | Time: 1911.17 ms [2021-12-07 03:33:53 main:574] : INFO : Epoch 1549 | loss: 0.0311829 | val_loss: 0.0311789 | Time: 1935.64 ms [2021-12-07 03:33:55 main:574] : INFO : Epoch 1550 | loss: 0.0311789 | val_loss: 0.0311798 | Time: 1823.15 ms [2021-12-07 03:33:57 main:574] : INFO : Epoch 1551 | loss: 0.0311779 | val_loss: 0.0311792 | Time: 1860.42 ms [2021-12-07 03:33:59 main:574] : INFO : Epoch 1552 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 1883.29 ms [2021-12-07 03:34:01 main:574] : INFO : Epoch 1553 | loss: 0.0311771 | val_loss: 0.0311787 | Time: 1922.98 ms [2021-12-07 03:34:03 main:574] : INFO : Epoch 1554 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 1798.22 ms [2021-12-07 03:34:04 main:574] : INFO : Epoch 1555 | loss: 0.0311786 | val_loss: 0.0311774 | Time: 1868.65 ms [2021-12-07 03:34:07 main:574] : INFO : Epoch 1556 | loss: 0.0311761 | val_loss: 0.0311797 | Time: 2033.39 ms [2021-12-07 03:34:09 main:574] : INFO : Epoch 1557 | loss: 0.0311755 | val_loss: 0.0311778 | Time: 1984.96 ms [2021-12-07 03:34:11 main:574] : INFO : Epoch 1558 | loss: 0.0311763 | val_loss: 0.0311787 | Time: 2013.65 ms [2021-12-07 03:34:13 main:574] : INFO : Epoch 1559 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 1932.21 ms [2021-12-07 03:34:14 main:574] : INFO : Epoch 1560 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 1822.2 ms [2021-12-07 03:34:16 main:574] : INFO : Epoch 1561 | loss: 0.0311771 | val_loss: 0.0311789 | Time: 1968.26 ms [2021-12-07 03:34:18 main:574] : INFO : Epoch 1562 | loss: 0.0311752 | val_loss: 0.0311783 | Time: 2041.89 ms [2021-12-07 03:34:20 main:574] : INFO : Epoch 1563 | loss: 0.0311749 | val_loss: 0.031179 | Time: 1948.65 ms [2021-12-07 03:34:22 main:574] : INFO : Epoch 1564 | loss: 0.031179 | val_loss: 0.0311807 | Time: 1973.18 ms [2021-12-07 03:34:24 main:574] : INFO : Epoch 1565 | loss: 0.0311754 | val_loss: 0.0311816 | Time: 1966.28 ms [2021-12-07 03:34:26 main:574] : INFO : Epoch 1566 | loss: 0.0311746 | val_loss: 0.0311767 | Time: 1947.98 ms [2021-12-07 03:34:28 main:574] : INFO : Epoch 1567 | loss: 0.0311741 | val_loss: 0.0311777 | Time: 1883.58 ms [2021-12-07 03:34:30 main:574] : INFO : Epoch 1568 | loss: 0.0311747 | val_loss: 0.0311767 | Time: 1865.76 ms [2021-12-07 03:34:32 main:574] : INFO : Epoch 1569 | loss: 0.0311764 | val_loss: 0.0311842 | Time: 1917.33 ms [2021-12-07 03:34:34 main:574] : INFO : Epoch 1570 | loss: 0.0311866 | val_loss: 0.0311898 | Time: 1896.52 ms [2021-12-07 03:34:36 main:574] : INFO : Epoch 1571 | loss: 0.0311792 | val_loss: 0.0311851 | Time: 1911.23 ms [2021-12-07 03:34:38 main:574] : INFO : Epoch 1572 | loss: 0.0311786 | val_loss: 0.0311782 | Time: 1932.33 ms [2021-12-07 03:34:40 main:574] : INFO : Epoch 1573 | loss: 0.0311752 | val_loss: 0.031179 | Time: 1823.68 ms [2021-12-07 03:34:42 main:574] : INFO : Epoch 1574 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 1897.64 ms [2021-12-07 03:34:44 main:574] : INFO : Epoch 1575 | loss: 0.0311752 | val_loss: 0.0311783 | Time: 2134.53 ms [2021-12-07 03:34:46 main:574] : INFO : Epoch 1576 | loss: 0.0311744 | val_loss: 0.031178 | Time: 2337.91 ms [2021-12-07 03:34:48 main:574] : INFO : Epoch 1577 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 2346.02 ms [2021-12-07 03:34:51 main:574] : INFO : Epoch 1578 | loss: 0.0311742 | val_loss: 0.0311763 | Time: 2177.86 ms [2021-12-07 03:34:53 main:574] : INFO : Epoch 1579 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 2063.86 ms [2021-12-07 03:34:55 main:574] : INFO : Epoch 1580 | loss: 0.0311736 | val_loss: 0.0311765 | Time: 1928.95 ms [2021-12-07 03:34:57 main:574] : INFO : Epoch 1581 | loss: 0.0311733 | val_loss: 0.0311782 | Time: 1917.22 ms [2021-12-07 03:34:59 main:574] : INFO : Epoch 1582 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 1973.31 ms [2021-12-07 03:35:00 main:574] : INFO : Epoch 1583 | loss: 0.0311735 | val_loss: 0.0311783 | Time: 1901.31 ms [2021-12-07 03:35:02 main:574] : INFO : Epoch 1584 | loss: 0.0311776 | val_loss: 0.0311767 | Time: 2044.22 ms [2021-12-07 03:35:05 main:574] : INFO : Epoch 1585 | loss: 0.0311745 | val_loss: 0.0311769 | Time: 2134.95 ms [2021-12-07 03:35:07 main:574] : INFO : Epoch 1586 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 2057.75 ms [2021-12-07 03:35:09 main:574] : INFO : Epoch 1587 | loss: 0.0311733 | val_loss: 0.0311771 | Time: 1895 ms [2021-12-07 03:35:11 main:574] : INFO : Epoch 1588 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 1984.88 ms [2021-12-07 03:35:12 main:574] : INFO : Epoch 1589 | loss: 0.0311738 | val_loss: 0.0311791 | Time: 1898.31 ms [2021-12-07 03:35:15 main:574] : INFO : Epoch 1590 | loss: 0.0311736 | val_loss: 0.0311768 | Time: 2177.46 ms [2021-12-07 03:35:17 main:574] : INFO : Epoch 1591 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 2037.34 ms [2021-12-07 03:35:19 main:574] : INFO : Epoch 1592 | loss: 0.0311736 | val_loss: 0.0311774 | Time: 1858.33 ms [2021-12-07 03:35:21 main:574] : INFO : Epoch 1593 | loss: 0.0311729 | val_loss: 0.0311762 | Time: 2048.3 ms [2021-12-07 03:35:23 main:574] : INFO : Epoch 1594 | loss: 0.0311731 | val_loss: 0.0311799 | Time: 2076.54 ms [2021-12-07 03:35:25 main:574] : INFO : Epoch 1595 | loss: 0.0311733 | val_loss: 0.0311804 | Time: 1993.27 ms [2021-12-07 03:35:27 main:574] : INFO : Epoch 1596 | loss: 0.0311734 | val_loss: 0.0311767 | Time: 2062.47 ms [2021-12-07 03:35:29 main:574] : INFO : Epoch 1597 | loss: 0.0311733 | val_loss: 0.0311839 | Time: 2059.65 ms [2021-12-07 03:35:31 main:574] : INFO : Epoch 1598 | loss: 0.0311763 | val_loss: 0.0311861 | Time: 2002.18 ms [2021-12-07 03:35:33 main:574] : INFO : Epoch 1599 | loss: 0.0311764 | val_loss: 0.0311786 | Time: 1999.19 ms [2021-12-07 03:35:35 main:574] : INFO : Epoch 1600 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 1935.25 ms [2021-12-07 03:35:37 main:574] : INFO : Epoch 1601 | loss: 0.0311747 | val_loss: 0.0311759 | Time: 1869.12 ms [2021-12-07 03:35:39 main:574] : INFO : Epoch 1602 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 2229.67 ms [2021-12-07 03:35:41 main:574] : INFO : Epoch 1603 | loss: 0.0311735 | val_loss: 0.0311765 | Time: 2204.93 ms [2021-12-07 03:35:43 main:574] : INFO : Epoch 1604 | loss: 0.0311742 | val_loss: 0.0311805 | Time: 1871.07 ms [2021-12-07 03:35:45 main:574] : INFO : Epoch 1605 | loss: 0.0311738 | val_loss: 0.0311763 | Time: 2033.95 ms [2021-12-07 03:35:47 main:574] : INFO : Epoch 1606 | loss: 0.031174 | val_loss: 0.0311777 | Time: 2025.64 ms [2021-12-07 03:35:49 main:574] : INFO : Epoch 1607 | loss: 0.031173 | val_loss: 0.031176 | Time: 2077.09 ms [2021-12-07 03:35:51 main:574] : INFO : Epoch 1608 | loss: 0.0311728 | val_loss: 0.0311757 | Time: 1878.2 ms [2021-12-07 03:35:53 main:574] : INFO : Epoch 1609 | loss: 0.0311725 | val_loss: 0.0311781 | Time: 2124.45 ms [2021-12-07 03:35:56 main:574] : INFO : Epoch 1610 | loss: 0.0311741 | val_loss: 0.0311792 | Time: 2318.4 ms [2021-12-07 03:35:58 main:574] : INFO : Epoch 1611 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 2170.22 ms [2021-12-07 03:36:00 main:574] : INFO : Epoch 1612 | loss: 0.0311731 | val_loss: 0.0311752 | Time: 2223.55 ms [2021-12-07 03:36:02 main:574] : INFO : Epoch 1613 | loss: 0.0311719 | val_loss: 0.0311783 | Time: 2099.61 ms [2021-12-07 03:36:04 main:574] : INFO : Epoch 1614 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 1950.06 ms [2021-12-07 03:36:06 main:574] : INFO : Epoch 1615 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 1945.7 ms [2021-12-07 03:36:08 main:574] : INFO : Epoch 1616 | loss: 0.0311736 | val_loss: 0.0311778 | Time: 1982.71 ms [2021-12-07 03:36:10 main:574] : INFO : Epoch 1617 | loss: 0.0311785 | val_loss: 0.0311871 | Time: 2021.9 ms [2021-12-07 03:36:12 main:574] : INFO : Epoch 1618 | loss: 0.0311828 | val_loss: 0.0311805 | Time: 1959.19 ms [2021-12-07 03:36:14 main:574] : INFO : Epoch 1619 | loss: 0.0311781 | val_loss: 0.0311782 | Time: 1788.82 ms [2021-12-07 03:36:16 main:574] : INFO : Epoch 1620 | loss: 0.0311731 | val_loss: 0.031179 | Time: 1822.2 ms [2021-12-07 03:36:18 main:574] : INFO : Epoch 1621 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 2149.66 ms [2021-12-07 03:36:20 main:574] : INFO : Epoch 1622 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 2215.55 ms [2021-12-07 03:36:22 main:574] : INFO : Epoch 1623 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 1969.15 ms [2021-12-07 03:36:24 main:574] : INFO : Epoch 1624 | loss: 0.0311716 | val_loss: 0.031176 | Time: 2150.19 ms [2021-12-07 03:36:26 main:574] : INFO : Epoch 1625 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 2097.66 ms [2021-12-07 03:36:28 main:574] : INFO : Epoch 1626 | loss: 0.0311731 | val_loss: 0.0311762 | Time: 2014.47 ms [2021-12-07 03:36:30 main:574] : INFO : Epoch 1627 | loss: 0.0311728 | val_loss: 0.0311771 | Time: 1910.39 ms [2021-12-07 03:36:32 main:574] : INFO : Epoch 1628 | loss: 0.0311729 | val_loss: 0.0311766 | Time: 1832.63 ms [2021-12-07 03:36:34 main:574] : INFO : Epoch 1629 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 1884.83 ms [2021-12-07 03:36:36 main:574] : INFO : Epoch 1630 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 1946.81 ms [2021-12-07 03:36:38 main:574] : INFO : Epoch 1631 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 1960.02 ms [2021-12-07 03:36:40 main:574] : INFO : Epoch 1632 | loss: 0.0311762 | val_loss: 0.0311778 | Time: 1968.95 ms [2021-12-07 03:36:42 main:574] : INFO : Epoch 1633 | loss: 0.0311737 | val_loss: 0.0311761 | Time: 1979.16 ms [2021-12-07 03:36:44 main:574] : INFO : Epoch 1634 | loss: 0.0311719 | val_loss: 0.0311774 | Time: 1815 ms [2021-12-07 03:36:46 main:574] : INFO : Epoch 1635 | loss: 0.0311724 | val_loss: 0.0311773 | Time: 1836.9 ms [2021-12-07 03:36:48 main:574] : INFO : Epoch 1636 | loss: 0.0311732 | val_loss: 0.0311762 | Time: 1907.04 ms [2021-12-07 03:36:49 main:574] : INFO : Epoch 1637 | loss: 0.0311725 | val_loss: 0.0311763 | Time: 1941.76 ms [2021-12-07 03:36:52 main:574] : INFO : Epoch 1638 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 2010.72 ms [2021-12-07 03:36:53 main:574] : INFO : Epoch 1639 | loss: 0.0311721 | val_loss: 0.0311759 | Time: 1882.27 ms [2021-12-07 03:36:55 main:574] : INFO : Epoch 1640 | loss: 0.0311718 | val_loss: 0.0311754 | Time: 2003.95 ms [2021-12-07 03:36:57 main:574] : INFO : Epoch 1641 | loss: 0.0311737 | val_loss: 0.0311817 | Time: 1874.9 ms [2021-12-07 03:36:59 main:574] : INFO : Epoch 1642 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 1973.02 ms [2021-12-07 03:37:01 main:574] : INFO : Epoch 1643 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 1945.4 ms [2021-12-07 03:37:03 main:574] : INFO : Epoch 1644 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 1956.16 ms [2021-12-07 03:37:05 main:574] : INFO : Epoch 1645 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 2009.44 ms [2021-12-07 03:37:07 main:574] : INFO : Epoch 1646 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 2036.22 ms [2021-12-07 03:37:09 main:574] : INFO : Epoch 1647 | loss: 0.031172 | val_loss: 0.0311761 | Time: 2000.93 ms [2021-12-07 03:37:11 main:574] : INFO : Epoch 1648 | loss: 0.031175 | val_loss: 0.031177 | Time: 1965.43 ms [2021-12-07 03:37:13 main:574] : INFO : Epoch 1649 | loss: 0.0311721 | val_loss: 0.0311786 | Time: 1957.59 ms [2021-12-07 03:37:15 main:574] : INFO : Epoch 1650 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 1842.01 ms [2021-12-07 03:37:17 main:574] : INFO : Epoch 1651 | loss: 0.0311745 | val_loss: 0.0311939 | Time: 1953.07 ms [2021-12-07 03:37:19 main:574] : INFO : Epoch 1652 | loss: 0.0311778 | val_loss: 0.0311779 | Time: 1949.23 ms [2021-12-07 03:37:21 main:574] : INFO : Epoch 1653 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 1793.59 ms [2021-12-07 03:37:23 main:574] : INFO : Epoch 1654 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 1870.35 ms [2021-12-07 03:37:25 main:574] : INFO : Epoch 1655 | loss: 0.0311723 | val_loss: 0.0311757 | Time: 2027.68 ms [2021-12-07 03:37:27 main:574] : INFO : Epoch 1656 | loss: 0.0311721 | val_loss: 0.0311769 | Time: 1854.03 ms [2021-12-07 03:37:29 main:574] : INFO : Epoch 1657 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 2088.7 ms [2021-12-07 03:37:31 main:574] : INFO : Epoch 1658 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 1951.08 ms [2021-12-07 03:37:33 main:574] : INFO : Epoch 1659 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 1948.6 ms [2021-12-07 03:37:35 main:574] : INFO : Epoch 1660 | loss: 0.0311746 | val_loss: 0.031176 | Time: 2015.98 ms [2021-12-07 03:37:37 main:574] : INFO : Epoch 1661 | loss: 0.0311729 | val_loss: 0.0311756 | Time: 1928.37 ms [2021-12-07 03:37:38 main:574] : INFO : Epoch 1662 | loss: 0.0311751 | val_loss: 0.0311758 | Time: 1874.48 ms [2021-12-07 03:37:40 main:574] : INFO : Epoch 1663 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 1869.98 ms [2021-12-07 03:37:42 main:574] : INFO : Epoch 1664 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 1865.52 ms [2021-12-07 03:37:44 main:574] : INFO : Epoch 1665 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 1818.6 ms [2021-12-07 03:37:46 main:574] : INFO : Epoch 1666 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 1831.74 ms [2021-12-07 03:37:48 main:574] : INFO : Epoch 1667 | loss: 0.0311718 | val_loss: 0.031177 | Time: 2302.51 ms [2021-12-07 03:37:51 main:574] : INFO : Epoch 1668 | loss: 0.0311738 | val_loss: 0.0311771 | Time: 2262.47 ms [2021-12-07 03:37:53 main:574] : INFO : Epoch 1669 | loss: 0.0311745 | val_loss: 0.0311762 | Time: 2272.05 ms [2021-12-07 03:37:55 main:574] : INFO : Epoch 1670 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 2078.77 ms [2021-12-07 03:37:57 main:574] : INFO : Epoch 1671 | loss: 0.0311724 | val_loss: 0.0311785 | Time: 2163.19 ms [2021-12-07 03:37:59 main:574] : INFO : Epoch 1672 | loss: 0.0311727 | val_loss: 0.0311777 | Time: 2164.31 ms [2021-12-07 03:38:01 main:574] : INFO : Epoch 1673 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 1901.52 ms [2021-12-07 03:38:03 main:574] : INFO : Epoch 1674 | loss: 0.0311726 | val_loss: 0.0311767 | Time: 1908.05 ms [2021-12-07 03:38:05 main:574] : INFO : Epoch 1675 | loss: 0.031173 | val_loss: 0.0311769 | Time: 1807.34 ms [2021-12-07 03:38:07 main:574] : INFO : Epoch 1676 | loss: 0.0311708 | val_loss: 0.0311757 | Time: 2042.95 ms [2021-12-07 03:38:09 main:574] : INFO : Epoch 1677 | loss: 0.0311703 | val_loss: 0.0311747 | Time: 2019.67 ms [2021-12-07 03:38:11 main:574] : INFO : Epoch 1678 | loss: 0.0311709 | val_loss: 0.031177 | Time: 1887.53 ms [2021-12-07 03:38:13 main:574] : INFO : Epoch 1679 | loss: 0.0311723 | val_loss: 0.0311773 | Time: 2071.06 ms [2021-12-07 03:38:15 main:574] : INFO : Epoch 1680 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 2038.09 ms [2021-12-07 03:38:17 main:574] : INFO : Epoch 1681 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 2039.72 ms [2021-12-07 03:38:19 main:574] : INFO : Epoch 1682 | loss: 0.0311705 | val_loss: 0.0311758 | Time: 2039.82 ms [2021-12-07 03:38:21 main:574] : INFO : Epoch 1683 | loss: 0.0311702 | val_loss: 0.031176 | Time: 1998.54 ms [2021-12-07 03:38:23 main:574] : INFO : Epoch 1684 | loss: 0.0311714 | val_loss: 0.0311754 | Time: 2056.06 ms [2021-12-07 03:38:25 main:574] : INFO : Epoch 1685 | loss: 0.0311729 | val_loss: 0.0311835 | Time: 2025.01 ms [2021-12-07 03:38:27 main:574] : INFO : Epoch 1686 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 2078.81 ms [2021-12-07 03:38:29 main:574] : INFO : Epoch 1687 | loss: 0.0311767 | val_loss: 0.0311804 | Time: 2077.87 ms [2021-12-07 03:38:32 main:574] : INFO : Epoch 1688 | loss: 0.0311733 | val_loss: 0.0311753 | Time: 2066 ms [2021-12-07 03:38:33 main:574] : INFO : Epoch 1689 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 1882.57 ms [2021-12-07 03:38:35 main:574] : INFO : Epoch 1690 | loss: 0.0311702 | val_loss: 0.0311756 | Time: 2061.96 ms [2021-12-07 03:38:38 main:574] : INFO : Epoch 1691 | loss: 0.0311709 | val_loss: 0.0311752 | Time: 2091.75 ms [2021-12-07 03:38:40 main:574] : INFO : Epoch 1692 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 2015.23 ms [2021-12-07 03:38:42 main:574] : INFO : Epoch 1693 | loss: 0.0311745 | val_loss: 0.0311804 | Time: 2037.24 ms [2021-12-07 03:38:44 main:574] : INFO : Epoch 1694 | loss: 0.031172 | val_loss: 0.0311753 | Time: 1953.14 ms [2021-12-07 03:38:45 main:574] : INFO : Epoch 1695 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 1835.91 ms [2021-12-07 03:38:47 main:574] : INFO : Epoch 1696 | loss: 0.0311704 | val_loss: 0.0311758 | Time: 1797.49 ms [2021-12-07 03:38:49 main:574] : INFO : Epoch 1697 | loss: 0.031171 | val_loss: 0.0311756 | Time: 1890.87 ms [2021-12-07 03:38:51 main:574] : INFO : Epoch 1698 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 1896.44 ms [2021-12-07 03:38:53 main:574] : INFO : Epoch 1699 | loss: 0.0311735 | val_loss: 0.0311758 | Time: 1866.81 ms [2021-12-07 03:38:55 main:574] : INFO : Epoch 1700 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 1830.7 ms [2021-12-07 03:38:57 main:574] : INFO : Epoch 1701 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 1857.68 ms [2021-12-07 03:38:59 main:574] : INFO : Epoch 1702 | loss: 0.0311712 | val_loss: 0.0311756 | Time: 1884.1 ms [2021-12-07 03:39:00 main:574] : INFO : Epoch 1703 | loss: 0.0311736 | val_loss: 0.0311773 | Time: 1860.49 ms [2021-12-07 03:39:02 main:574] : INFO : Epoch 1704 | loss: 0.0311751 | val_loss: 0.031178 | Time: 1840.21 ms [2021-12-07 03:39:04 main:574] : INFO : Epoch 1705 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 1809.33 ms [2021-12-07 03:39:06 main:574] : INFO : Epoch 1706 | loss: 0.0311712 | val_loss: 0.031182 | Time: 1832.73 ms [2021-12-07 03:39:08 main:574] : INFO : Epoch 1707 | loss: 0.0311724 | val_loss: 0.031178 | Time: 1863.46 ms [2021-12-07 03:39:10 main:574] : INFO : Epoch 1708 | loss: 0.031171 | val_loss: 0.0311776 | Time: 2061.52 ms [2021-12-07 03:39:12 main:574] : INFO : Epoch 1709 | loss: 0.0311716 | val_loss: 0.0311777 | Time: 1994.61 ms [2021-12-07 03:39:14 main:574] : INFO : Epoch 1710 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 1952.82 ms [2021-12-07 03:39:16 main:574] : INFO : Epoch 1711 | loss: 0.0311724 | val_loss: 0.031177 | Time: 1814.41 ms [2021-12-07 03:39:18 main:574] : INFO : Epoch 1712 | loss: 0.0311716 | val_loss: 0.0311768 | Time: 1808.1 ms [2021-12-07 03:39:19 main:574] : INFO : Epoch 1713 | loss: 0.0311697 | val_loss: 0.0311769 | Time: 1834.38 ms [2021-12-07 03:39:21 main:574] : INFO : Epoch 1714 | loss: 0.0311704 | val_loss: 0.0311771 | Time: 1885.87 ms [2021-12-07 03:39:23 main:574] : INFO : Epoch 1715 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 1819.41 ms [2021-12-07 03:39:25 main:574] : INFO : Epoch 1716 | loss: 0.0311699 | val_loss: 0.0311797 | Time: 1856.11 ms [2021-12-07 03:39:27 main:574] : INFO : Epoch 1717 | loss: 0.0311707 | val_loss: 0.0311783 | Time: 1856.38 ms [2021-12-07 03:39:29 main:574] : INFO : Epoch 1718 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 1843.26 ms [2021-12-07 03:39:31 main:574] : INFO : Epoch 1719 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 1838.79 ms [2021-12-07 03:39:32 main:574] : INFO : Epoch 1720 | loss: 0.0311698 | val_loss: 0.0311764 | Time: 1913.62 ms [2021-12-07 03:39:34 main:574] : INFO : Epoch 1721 | loss: 0.0311701 | val_loss: 0.0311786 | Time: 1863.49 ms [2021-12-07 03:39:36 main:574] : INFO : Epoch 1722 | loss: 0.0311706 | val_loss: 0.0311772 | Time: 2068.95 ms [2021-12-07 03:39:39 main:574] : INFO : Epoch 1723 | loss: 0.0311707 | val_loss: 0.031176 | Time: 2238.11 ms [2021-12-07 03:39:41 main:574] : INFO : Epoch 1724 | loss: 0.03117 | val_loss: 0.0311754 | Time: 2215.59 ms [2021-12-07 03:39:43 main:574] : INFO : Epoch 1725 | loss: 0.0311695 | val_loss: 0.0311792 | Time: 2217.39 ms [2021-12-07 03:39:45 main:574] : INFO : Epoch 1726 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 2170.1 ms [2021-12-07 03:39:47 main:574] : INFO : Epoch 1727 | loss: 0.0311691 | val_loss: 0.0311753 | Time: 2121.49 ms [2021-12-07 03:39:50 main:574] : INFO : Epoch 1728 | loss: 0.0311705 | val_loss: 0.0311748 | Time: 2088.15 ms [2021-12-07 03:39:52 main:574] : INFO : Epoch 1729 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 1982.68 ms [2021-12-07 03:39:54 main:574] : INFO : Epoch 1730 | loss: 0.03117 | val_loss: 0.0311755 | Time: 2100.78 ms [2021-12-07 03:39:56 main:574] : INFO : Epoch 1731 | loss: 0.0311696 | val_loss: 0.031177 | Time: 2064.56 ms [2021-12-07 03:39:58 main:574] : INFO : Epoch 1732 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 1983.28 ms [2021-12-07 03:40:00 main:574] : INFO : Epoch 1733 | loss: 0.0311704 | val_loss: 0.031176 | Time: 2045.4 ms [2021-12-07 03:40:02 main:574] : INFO : Epoch 1734 | loss: 0.0311714 | val_loss: 0.0311754 | Time: 2082.65 ms [2021-12-07 03:40:04 main:574] : INFO : Epoch 1735 | loss: 0.0311692 | val_loss: 0.0311754 | Time: 2017.29 ms [2021-12-07 03:40:06 main:574] : INFO : Epoch 1736 | loss: 0.0311702 | val_loss: 0.0311765 | Time: 1864.16 ms [2021-12-07 03:40:08 main:574] : INFO : Epoch 1737 | loss: 0.0311696 | val_loss: 0.0311757 | Time: 1935.68 ms [2021-12-07 03:40:10 main:574] : INFO : Epoch 1738 | loss: 0.0311697 | val_loss: 0.0311805 | Time: 2043.21 ms [2021-12-07 03:40:12 main:574] : INFO : Epoch 1739 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 2106.66 ms [2021-12-07 03:40:14 main:574] : INFO : Epoch 1740 | loss: 0.0311698 | val_loss: 0.0311759 | Time: 1979.56 ms [2021-12-07 03:40:16 main:574] : INFO : Epoch 1741 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 1876.57 ms [2021-12-07 03:40:18 main:574] : INFO : Epoch 1742 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 1900.24 ms [2021-12-07 03:40:20 main:574] : INFO : Epoch 1743 | loss: 0.031171 | val_loss: 0.0311786 | Time: 1861.57 ms [2021-12-07 03:40:21 main:574] : INFO : Epoch 1744 | loss: 0.0311705 | val_loss: 0.0311764 | Time: 1824.49 ms [2021-12-07 03:40:23 main:574] : INFO : Epoch 1745 | loss: 0.0311708 | val_loss: 0.0311761 | Time: 1869.49 ms [2021-12-07 03:40:25 main:574] : INFO : Epoch 1746 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 1800.46 ms [2021-12-07 03:40:27 main:574] : INFO : Epoch 1747 | loss: 0.0311702 | val_loss: 0.0311747 | Time: 1802.24 ms [2021-12-07 03:40:29 main:574] : INFO : Epoch 1748 | loss: 0.0311693 | val_loss: 0.0311757 | Time: 1934.54 ms [2021-12-07 03:40:31 main:574] : INFO : Epoch 1749 | loss: 0.0311696 | val_loss: 0.0311774 | Time: 1852.08 ms [2021-12-07 03:40:33 main:574] : INFO : Epoch 1750 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 1801.12 ms [2021-12-07 03:40:34 main:574] : INFO : Epoch 1751 | loss: 0.0311692 | val_loss: 0.0311765 | Time: 1794.65 ms [2021-12-07 03:40:36 main:574] : INFO : Epoch 1752 | loss: 0.031169 | val_loss: 0.0311779 | Time: 1908.27 ms [2021-12-07 03:40:38 main:574] : INFO : Epoch 1753 | loss: 0.0311722 | val_loss: 0.031187 | Time: 2154.75 ms [2021-12-07 03:40:41 main:574] : INFO : Epoch 1754 | loss: 0.0326683 | val_loss: 0.0324746 | Time: 2212.13 ms [2021-12-07 03:40:43 main:574] : INFO : Epoch 1755 | loss: 0.035786 | val_loss: 0.0315701 | Time: 2117.17 ms [2021-12-07 03:40:45 main:574] : INFO : Epoch 1756 | loss: 0.0316693 | val_loss: 0.0315921 | Time: 1844.48 ms [2021-12-07 03:40:47 main:574] : INFO : Epoch 1757 | loss: 0.0314679 | val_loss: 0.0313138 | Time: 1831.5 ms [2021-12-07 03:40:48 main:574] : INFO : Epoch 1758 | loss: 0.0312715 | val_loss: 0.0312575 | Time: 1895.46 ms [2021-12-07 03:40:50 main:574] : INFO : Epoch 1759 | loss: 0.0312523 | val_loss: 0.031249 | Time: 1868.11 ms [2021-12-07 03:40:52 main:574] : INFO : Epoch 1760 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 2040.89 ms [2021-12-07 03:40:55 main:574] : INFO : Epoch 1761 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 2248.58 ms [2021-12-07 03:40:57 main:574] : INFO : Epoch 1762 | loss: 0.031244 | val_loss: 0.0312435 | Time: 2065.85 ms [2021-12-07 03:40:59 main:574] : INFO : Epoch 1763 | loss: 0.031242 | val_loss: 0.0312411 | Time: 2085.93 ms [2021-12-07 03:41:01 main:574] : INFO : Epoch 1764 | loss: 0.0312394 | val_loss: 0.0312379 | Time: 1839.64 ms [2021-12-07 03:41:03 main:574] : INFO : Epoch 1765 | loss: 0.0312358 | val_loss: 0.0312348 | Time: 2008.15 ms [2021-12-07 03:41:05 main:574] : INFO : Epoch 1766 | loss: 0.0312315 | val_loss: 0.0312291 | Time: 2022.71 ms [2021-12-07 03:41:07 main:574] : INFO : Epoch 1767 | loss: 0.0312255 | val_loss: 0.0312223 | Time: 1857.96 ms [2021-12-07 03:41:09 main:574] : INFO : Epoch 1768 | loss: 0.0312182 | val_loss: 0.0312146 | Time: 1897.49 ms [2021-12-07 03:41:11 main:574] : INFO : Epoch 1769 | loss: 0.0312104 | val_loss: 0.0312066 | Time: 2055.63 ms [2021-12-07 03:41:12 main:574] : INFO : Epoch 1770 | loss: 0.0312041 | val_loss: 0.0312003 | Time: 1802.07 ms [2021-12-07 03:41:14 main:574] : INFO : Epoch 1771 | loss: 0.0311976 | val_loss: 0.0311953 | Time: 1814.02 ms [2021-12-07 03:41:16 main:574] : INFO : Epoch 1772 | loss: 0.0311929 | val_loss: 0.0311913 | Time: 1911.45 ms [2021-12-07 03:41:18 main:574] : INFO : Epoch 1773 | loss: 0.031189 | val_loss: 0.0311884 | Time: 1889.9 ms [2021-12-07 03:41:20 main:574] : INFO : Epoch 1774 | loss: 0.0311854 | val_loss: 0.0311839 | Time: 1844.21 ms [2021-12-07 03:41:22 main:574] : INFO : Epoch 1775 | loss: 0.031183 | val_loss: 0.0311872 | Time: 1925.76 ms [2021-12-07 03:41:24 main:574] : INFO : Epoch 1776 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 1836.06 ms [2021-12-07 03:41:26 main:574] : INFO : Epoch 1777 | loss: 0.0311809 | val_loss: 0.0311784 | Time: 1864.46 ms [2021-12-07 03:41:28 main:574] : INFO : Epoch 1778 | loss: 0.031178 | val_loss: 0.0311812 | Time: 2115.76 ms [2021-12-07 03:41:30 main:574] : INFO : Epoch 1779 | loss: 0.0311772 | val_loss: 0.0311761 | Time: 2271.4 ms [2021-12-07 03:41:32 main:574] : INFO : Epoch 1780 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 2168.1 ms [2021-12-07 03:41:34 main:574] : INFO : Epoch 1781 | loss: 0.0311768 | val_loss: 0.031178 | Time: 2160.59 ms [2021-12-07 03:41:37 main:574] : INFO : Epoch 1782 | loss: 0.031175 | val_loss: 0.0311756 | Time: 2267.22 ms [2021-12-07 03:41:39 main:574] : INFO : Epoch 1783 | loss: 0.0311751 | val_loss: 0.0311755 | Time: 2183.73 ms [2021-12-07 03:41:41 main:574] : INFO : Epoch 1784 | loss: 0.0311759 | val_loss: 0.0311758 | Time: 2211.28 ms [2021-12-07 03:41:43 main:574] : INFO : Epoch 1785 | loss: 0.0311765 | val_loss: 0.0311763 | Time: 1954.42 ms [2021-12-07 03:41:45 main:574] : INFO : Epoch 1786 | loss: 0.0311756 | val_loss: 0.0311778 | Time: 1967.32 ms [2021-12-07 03:41:47 main:574] : INFO : Epoch 1787 | loss: 0.0311754 | val_loss: 0.0311787 | Time: 1942.61 ms [2021-12-07 03:41:49 main:574] : INFO : Epoch 1788 | loss: 0.0311759 | val_loss: 0.0311786 | Time: 1979.99 ms [2021-12-07 03:41:51 main:574] : INFO : Epoch 1789 | loss: 0.031175 | val_loss: 0.0311808 | Time: 2022.14 ms [2021-12-07 03:41:53 main:574] : INFO : Epoch 1790 | loss: 0.0311774 | val_loss: 0.0311751 | Time: 1831.33 ms [2021-12-07 03:41:55 main:574] : INFO : Epoch 1791 | loss: 0.0311737 | val_loss: 0.031175 | Time: 1813.61 ms [2021-12-07 03:41:57 main:574] : INFO : Epoch 1792 | loss: 0.0311735 | val_loss: 0.0311754 | Time: 1861.31 ms [2021-12-07 03:41:58 main:574] : INFO : Epoch 1793 | loss: 0.0311744 | val_loss: 0.0311743 | Time: 1804.78 ms [2021-12-07 03:42:00 main:574] : INFO : Epoch 1794 | loss: 0.0311723 | val_loss: 0.0311758 | Time: 1969.97 ms [2021-12-07 03:42:02 main:574] : INFO : Epoch 1795 | loss: 0.0311737 | val_loss: 0.0311747 | Time: 1909.85 ms [2021-12-07 03:42:04 main:574] : INFO : Epoch 1796 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 1795.69 ms [2021-12-07 03:42:06 main:574] : INFO : Epoch 1797 | loss: 0.0311732 | val_loss: 0.0311752 | Time: 1799.01 ms [2021-12-07 03:42:08 main:574] : INFO : Epoch 1798 | loss: 0.0311725 | val_loss: 0.0311781 | Time: 1958.57 ms [2021-12-07 03:42:10 main:574] : INFO : Epoch 1799 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 1990.4 ms [2021-12-07 03:42:12 main:574] : INFO : Epoch 1800 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 1998.84 ms [2021-12-07 03:42:14 main:574] : INFO : Epoch 1801 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 1806.42 ms [2021-12-07 03:42:16 main:574] : INFO : Epoch 1802 | loss: 0.0311719 | val_loss: 0.0311753 | Time: 1894.87 ms [2021-12-07 03:42:18 main:574] : INFO : Epoch 1803 | loss: 0.0311714 | val_loss: 0.0311759 | Time: 1800.42 ms [2021-12-07 03:42:19 main:574] : INFO : Epoch 1804 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 1957.24 ms [2021-12-07 03:42:21 main:574] : INFO : Epoch 1805 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 1866.25 ms [2021-12-07 03:42:23 main:574] : INFO : Epoch 1806 | loss: 0.0311753 | val_loss: 0.0311832 | Time: 1796.12 ms [2021-12-07 03:42:25 main:574] : INFO : Epoch 1807 | loss: 0.0311743 | val_loss: 0.0311793 | Time: 1938.34 ms [2021-12-07 03:42:27 main:574] : INFO : Epoch 1808 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 1810.03 ms [2021-12-07 03:42:29 main:574] : INFO : Epoch 1809 | loss: 0.0311755 | val_loss: 0.0311824 | Time: 1805.93 ms [2021-12-07 03:42:31 main:574] : INFO : Epoch 1810 | loss: 0.0311763 | val_loss: 0.0311899 | Time: 1804.76 ms [2021-12-07 03:42:33 main:574] : INFO : Epoch 1811 | loss: 0.0311744 | val_loss: 0.0311762 | Time: 2093.26 ms [2021-12-07 03:42:35 main:574] : INFO : Epoch 1812 | loss: 0.0311716 | val_loss: 0.0311747 | Time: 2174.98 ms [2021-12-07 03:42:37 main:574] : INFO : Epoch 1813 | loss: 0.031172 | val_loss: 0.0311766 | Time: 2096.97 ms [2021-12-07 03:42:39 main:574] : INFO : Epoch 1814 | loss: 0.0311732 | val_loss: 0.031176 | Time: 2006.62 ms [2021-12-07 03:42:41 main:574] : INFO : Epoch 1815 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 2003.56 ms [2021-12-07 03:42:43 main:574] : INFO : Epoch 1816 | loss: 0.0311706 | val_loss: 0.0311772 | Time: 1876.19 ms [2021-12-07 03:42:45 main:574] : INFO : Epoch 1817 | loss: 0.0311743 | val_loss: 0.031179 | Time: 1837.76 ms [2021-12-07 03:42:47 main:574] : INFO : Epoch 1818 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 2029.82 ms [2021-12-07 03:42:49 main:574] : INFO : Epoch 1819 | loss: 0.0311732 | val_loss: 0.0311793 | Time: 1955.25 ms [2021-12-07 03:42:51 main:574] : INFO : Epoch 1820 | loss: 0.0311713 | val_loss: 0.0311772 | Time: 1952.19 ms [2021-12-07 03:42:53 main:574] : INFO : Epoch 1821 | loss: 0.0311711 | val_loss: 0.0311762 | Time: 1982.18 ms [2021-12-07 03:42:55 main:574] : INFO : Epoch 1822 | loss: 0.0311706 | val_loss: 0.0311778 | Time: 1996.65 ms [2021-12-07 03:42:57 main:574] : INFO : Epoch 1823 | loss: 0.0311697 | val_loss: 0.0311745 | Time: 1826.18 ms [2021-12-07 03:42:58 main:574] : INFO : Epoch 1824 | loss: 0.0311698 | val_loss: 0.0311741 | Time: 1815.89 ms [2021-12-07 03:43:00 main:574] : INFO : Epoch 1825 | loss: 0.03117 | val_loss: 0.0311752 | Time: 2034.04 ms [2021-12-07 03:43:02 main:574] : INFO : Epoch 1826 | loss: 0.0311719 | val_loss: 0.0311778 | Time: 1849.43 ms [2021-12-07 03:43:04 main:574] : INFO : Epoch 1827 | loss: 0.0311707 | val_loss: 0.0311742 | Time: 1942.65 ms [2021-12-07 03:43:06 main:574] : INFO : Epoch 1828 | loss: 0.0311694 | val_loss: 0.0311757 | Time: 1797.53 ms [2021-12-07 03:43:08 main:574] : INFO : Epoch 1829 | loss: 0.0311689 | val_loss: 0.0311749 | Time: 1869.54 ms [2021-12-07 03:43:10 main:574] : INFO : Epoch 1830 | loss: 0.0311688 | val_loss: 0.031176 | Time: 1859.56 ms [2021-12-07 03:43:12 main:574] : INFO : Epoch 1831 | loss: 0.0311713 | val_loss: 0.0311834 | Time: 2129.94 ms [2021-12-07 03:43:14 main:574] : INFO : Epoch 1832 | loss: 0.0311785 | val_loss: 0.0311752 | Time: 2144.65 ms [2021-12-07 03:43:16 main:574] : INFO : Epoch 1833 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 2195.57 ms [2021-12-07 03:43:18 main:574] : INFO : Epoch 1834 | loss: 0.0311698 | val_loss: 0.0311747 | Time: 2209.32 ms [2021-12-07 03:43:21 main:574] : INFO : Epoch 1835 | loss: 0.0311691 | val_loss: 0.0311742 | Time: 2163.03 ms [2021-12-07 03:43:23 main:574] : INFO : Epoch 1836 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 2150.14 ms [2021-12-07 03:43:25 main:574] : INFO : Epoch 1837 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 2237.01 ms [2021-12-07 03:43:27 main:574] : INFO : Epoch 1838 | loss: 0.0311693 | val_loss: 0.0311797 | Time: 2043.16 ms [2021-12-07 03:43:29 main:574] : INFO : Epoch 1839 | loss: 0.0311706 | val_loss: 0.0311752 | Time: 1919.69 ms [2021-12-07 03:43:31 main:574] : INFO : Epoch 1840 | loss: 0.0311688 | val_loss: 0.0311755 | Time: 2029.23 ms [2021-12-07 03:43:33 main:574] : INFO : Epoch 1841 | loss: 0.0311681 | val_loss: 0.0311751 | Time: 1805.55 ms [2021-12-07 03:43:35 main:574] : INFO : Epoch 1842 | loss: 0.0311687 | val_loss: 0.0311747 | Time: 1958.66 ms [2021-12-07 03:43:37 main:574] : INFO : Epoch 1843 | loss: 0.0311687 | val_loss: 0.0311733 | Time: 2011.21 ms [2021-12-07 03:43:39 main:574] : INFO : Epoch 1844 | loss: 0.0311698 | val_loss: 0.031181 | Time: 1999.81 ms [2021-12-07 03:43:41 main:574] : INFO : Epoch 1845 | loss: 0.0311694 | val_loss: 0.0311742 | Time: 2004.51 ms [2021-12-07 03:43:43 main:574] : INFO : Epoch 1846 | loss: 0.0311699 | val_loss: 0.0311737 | Time: 2005.53 ms [2021-12-07 03:43:45 main:574] : INFO : Epoch 1847 | loss: 0.0311693 | val_loss: 0.0311735 | Time: 2010.76 ms [2021-12-07 03:43:47 main:574] : INFO : Epoch 1848 | loss: 0.0311704 | val_loss: 0.0311794 | Time: 2008.62 ms [2021-12-07 03:43:49 main:574] : INFO : Epoch 1849 | loss: 0.0311715 | val_loss: 0.031178 | Time: 2063.74 ms [2021-12-07 03:43:51 main:574] : INFO : Epoch 1850 | loss: 0.0311712 | val_loss: 0.0311799 | Time: 2067.75 ms [2021-12-07 03:43:53 main:574] : INFO : Epoch 1851 | loss: 0.0311695 | val_loss: 0.0311753 | Time: 2073.98 ms [2021-12-07 03:43:55 main:574] : INFO : Epoch 1852 | loss: 0.0311686 | val_loss: 0.0311764 | Time: 2040.35 ms [2021-12-07 03:43:57 main:574] : INFO : Epoch 1853 | loss: 0.031168 | val_loss: 0.0311753 | Time: 2047.27 ms [2021-12-07 03:44:00 main:574] : INFO : Epoch 1854 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 2075.69 ms [2021-12-07 03:44:01 main:574] : INFO : Epoch 1855 | loss: 0.0311685 | val_loss: 0.0311755 | Time: 1844.24 ms [2021-12-07 03:44:03 main:574] : INFO : Epoch 1856 | loss: 0.0311693 | val_loss: 0.0311821 | Time: 1789.96 ms [2021-12-07 03:44:05 main:574] : INFO : Epoch 1857 | loss: 0.031169 | val_loss: 0.0311775 | Time: 1810.54 ms [2021-12-07 03:44:07 main:574] : INFO : Epoch 1858 | loss: 0.031168 | val_loss: 0.0311756 | Time: 1870.1 ms [2021-12-07 03:44:09 main:574] : INFO : Epoch 1859 | loss: 0.0311673 | val_loss: 0.0311745 | Time: 1886.65 ms [2021-12-07 03:44:11 main:574] : INFO : Epoch 1860 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 1821.36 ms [2021-12-07 03:44:12 main:574] : INFO : Epoch 1861 | loss: 0.0311681 | val_loss: 0.0311761 | Time: 1835.86 ms [2021-12-07 03:44:14 main:574] : INFO : Epoch 1862 | loss: 0.0311694 | val_loss: 0.0311762 | Time: 1874.89 ms [2021-12-07 03:44:16 main:574] : INFO : Epoch 1863 | loss: 0.0311696 | val_loss: 0.0311765 | Time: 1891.72 ms [2021-12-07 03:44:18 main:574] : INFO : Epoch 1864 | loss: 0.0311677 | val_loss: 0.0311743 | Time: 2111.99 ms [2021-12-07 03:44:21 main:574] : INFO : Epoch 1865 | loss: 0.031169 | val_loss: 0.031176 | Time: 2235.36 ms [2021-12-07 03:44:23 main:574] : INFO : Epoch 1866 | loss: 0.0311692 | val_loss: 0.0311759 | Time: 2177.53 ms [2021-12-07 03:44:25 main:574] : INFO : Epoch 1867 | loss: 0.0311671 | val_loss: 0.0311749 | Time: 2166.19 ms [2021-12-07 03:44:27 main:574] : INFO : Epoch 1868 | loss: 0.0311704 | val_loss: 0.0311776 | Time: 2017.07 ms [2021-12-07 03:44:29 main:574] : INFO : Epoch 1869 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 2020.46 ms [2021-12-07 03:44:31 main:574] : INFO : Epoch 1870 | loss: 0.0311707 | val_loss: 0.0311757 | Time: 1903.11 ms [2021-12-07 03:44:33 main:574] : INFO : Epoch 1871 | loss: 0.0311697 | val_loss: 0.0311754 | Time: 1820.75 ms [2021-12-07 03:44:35 main:574] : INFO : Epoch 1872 | loss: 0.0311699 | val_loss: 0.0311756 | Time: 1913.66 ms [2021-12-07 03:44:37 main:574] : INFO : Epoch 1873 | loss: 0.0311694 | val_loss: 0.0311749 | Time: 2003.91 ms [2021-12-07 03:44:39 main:574] : INFO : Epoch 1874 | loss: 0.0311691 | val_loss: 0.0311812 | Time: 1871.13 ms [2021-12-07 03:44:40 main:574] : INFO : Epoch 1875 | loss: 0.0311696 | val_loss: 0.0311742 | Time: 1809.22 ms [2021-12-07 03:44:42 main:574] : INFO : Epoch 1876 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 1949.22 ms [2021-12-07 03:44:45 main:574] : INFO : Epoch 1877 | loss: 0.0311691 | val_loss: 0.0311766 | Time: 2102.19 ms [2021-12-07 03:44:47 main:574] : INFO : Epoch 1878 | loss: 0.0311697 | val_loss: 0.0311762 | Time: 2023.87 ms [2021-12-07 03:44:48 main:574] : INFO : Epoch 1879 | loss: 0.0311692 | val_loss: 0.0311756 | Time: 1815.43 ms [2021-12-07 03:44:50 main:574] : INFO : Epoch 1880 | loss: 0.0311683 | val_loss: 0.0311746 | Time: 1929.67 ms [2021-12-07 03:44:52 main:574] : INFO : Epoch 1881 | loss: 0.031172 | val_loss: 0.0311742 | Time: 2031.37 ms [2021-12-07 03:44:54 main:574] : INFO : Epoch 1882 | loss: 0.03117 | val_loss: 0.0311741 | Time: 1942.82 ms [2021-12-07 03:44:56 main:574] : INFO : Epoch 1883 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 1895.62 ms [2021-12-07 03:44:58 main:574] : INFO : Epoch 1884 | loss: 0.031168 | val_loss: 0.0311756 | Time: 1952.4 ms [2021-12-07 03:45:00 main:574] : INFO : Epoch 1885 | loss: 0.0311706 | val_loss: 0.0311802 | Time: 1809.9 ms [2021-12-07 03:45:02 main:574] : INFO : Epoch 1886 | loss: 0.0311707 | val_loss: 0.0311771 | Time: 1801.87 ms [2021-12-07 03:45:04 main:574] : INFO : Epoch 1887 | loss: 0.0311704 | val_loss: 0.0311777 | Time: 1991.84 ms [2021-12-07 03:45:06 main:574] : INFO : Epoch 1888 | loss: 0.0311709 | val_loss: 0.0311839 | Time: 2190 ms [2021-12-07 03:45:08 main:574] : INFO : Epoch 1889 | loss: 0.0311697 | val_loss: 0.0311753 | Time: 2192.18 ms [2021-12-07 03:45:10 main:574] : INFO : Epoch 1890 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 2219.79 ms [2021-12-07 03:45:13 main:574] : INFO : Epoch 1891 | loss: 0.0311682 | val_loss: 0.0311791 | Time: 2149.5 ms [2021-12-07 03:45:15 main:574] : INFO : Epoch 1892 | loss: 0.0311688 | val_loss: 0.0311784 | Time: 2143.19 ms [2021-12-07 03:45:17 main:574] : INFO : Epoch 1893 | loss: 0.0311697 | val_loss: 0.031176 | Time: 2220.23 ms [2021-12-07 03:45:19 main:574] : INFO : Epoch 1894 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 2041.76 ms [2021-12-07 03:45:21 main:574] : INFO : Epoch 1895 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 1972.46 ms [2021-12-07 03:45:23 main:574] : INFO : Epoch 1896 | loss: 0.0311682 | val_loss: 0.0311747 | Time: 1839.66 ms [2021-12-07 03:45:25 main:574] : INFO : Epoch 1897 | loss: 0.0311682 | val_loss: 0.0311742 | Time: 1812.79 ms [2021-12-07 03:45:27 main:574] : INFO : Epoch 1898 | loss: 0.0311683 | val_loss: 0.0311845 | Time: 1800.01 ms [2021-12-07 03:45:28 main:574] : INFO : Epoch 1899 | loss: 0.0311708 | val_loss: 0.031187 | Time: 1867.33 ms [2021-12-07 03:45:30 main:574] : INFO : Epoch 1900 | loss: 0.0311696 | val_loss: 0.0311756 | Time: 1834.85 ms [2021-12-07 03:45:32 main:574] : INFO : Epoch 1901 | loss: 0.0311693 | val_loss: 0.0311758 | Time: 1808.54 ms [2021-12-07 03:45:34 main:574] : INFO : Epoch 1902 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 1831.19 ms [2021-12-07 03:45:36 main:574] : INFO : Epoch 1903 | loss: 0.0311694 | val_loss: 0.0311771 | Time: 1993.66 ms [2021-12-07 03:45:38 main:574] : INFO : Epoch 1904 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 2041.78 ms [2021-12-07 03:45:40 main:574] : INFO : Epoch 1905 | loss: 0.0311695 | val_loss: 0.0311787 | Time: 1966.02 ms [2021-12-07 03:45:42 main:574] : INFO : Epoch 1906 | loss: 0.0311705 | val_loss: 0.0311744 | Time: 1968.84 ms [2021-12-07 03:45:44 main:574] : INFO : Epoch 1907 | loss: 0.0311687 | val_loss: 0.0311741 | Time: 1902.88 ms [2021-12-07 03:45:46 main:574] : INFO : Epoch 1908 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 1803.12 ms [2021-12-07 03:45:48 main:574] : INFO : Epoch 1909 | loss: 0.03117 | val_loss: 0.031175 | Time: 1815.77 ms [2021-12-07 03:45:49 main:574] : INFO : Epoch 1910 | loss: 0.0311688 | val_loss: 0.0311767 | Time: 1931.19 ms [2021-12-07 03:45:51 main:574] : INFO : Epoch 1911 | loss: 0.0311682 | val_loss: 0.0311745 | Time: 1993.3 ms [2021-12-07 03:45:53 main:574] : INFO : Epoch 1912 | loss: 0.0311681 | val_loss: 0.0311758 | Time: 1875.82 ms [2021-12-07 03:45:55 main:574] : INFO : Epoch 1913 | loss: 0.0311684 | val_loss: 0.0311784 | Time: 1960.61 ms [2021-12-07 03:45:57 main:574] : INFO : Epoch 1914 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 2000.01 ms [2021-12-07 03:45:59 main:574] : INFO : Epoch 1915 | loss: 0.031168 | val_loss: 0.0311779 | Time: 1973.3 ms [2021-12-07 03:46:01 main:574] : INFO : Epoch 1916 | loss: 0.0311695 | val_loss: 0.031175 | Time: 1976.87 ms [2021-12-07 03:46:03 main:574] : INFO : Epoch 1917 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 1845.1 ms [2021-12-07 03:46:05 main:574] : INFO : Epoch 1918 | loss: 0.0311695 | val_loss: 0.0311761 | Time: 1831.34 ms [2021-12-07 03:46:07 main:574] : INFO : Epoch 1919 | loss: 0.0311687 | val_loss: 0.0311757 | Time: 1822.76 ms [2021-12-07 03:46:09 main:574] : INFO : Epoch 1920 | loss: 0.0311682 | val_loss: 0.0311759 | Time: 1950.36 ms [2021-12-07 03:46:11 main:574] : INFO : Epoch 1921 | loss: 0.0311706 | val_loss: 0.0311819 | Time: 1937.07 ms [2021-12-07 03:46:13 main:574] : INFO : Epoch 1922 | loss: 0.0311691 | val_loss: 0.0311744 | Time: 2060.63 ms [2021-12-07 03:46:15 main:574] : INFO : Epoch 1923 | loss: 0.0311672 | val_loss: 0.0311744 | Time: 1948.25 ms [2021-12-07 03:46:17 main:574] : INFO : Epoch 1924 | loss: 0.0311678 | val_loss: 0.031175 | Time: 1979.76 ms [2021-12-07 03:46:19 main:574] : INFO : Epoch 1925 | loss: 0.0311673 | val_loss: 0.0311778 | Time: 2069.52 ms [2021-12-07 03:46:21 main:574] : INFO : Epoch 1926 | loss: 0.0311676 | val_loss: 0.0311756 | Time: 1836.06 ms [2021-12-07 03:46:22 main:574] : INFO : Epoch 1927 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 1798.01 ms [2021-12-07 03:46:24 main:574] : INFO : Epoch 1928 | loss: 0.0311666 | val_loss: 0.0311752 | Time: 1814.7 ms [2021-12-07 03:46:26 main:574] : INFO : Epoch 1929 | loss: 0.0311673 | val_loss: 0.0311743 | Time: 1899.04 ms [2021-12-07 03:46:28 main:574] : INFO : Epoch 1930 | loss: 0.0311681 | val_loss: 0.0311762 | Time: 1910.2 ms [2021-12-07 03:46:30 main:574] : INFO : Epoch 1931 | loss: 0.03117 | val_loss: 0.0311759 | Time: 2145.91 ms [2021-12-07 03:46:32 main:574] : INFO : Epoch 1932 | loss: 0.0311684 | val_loss: 0.031176 | Time: 2055.43 ms [2021-12-07 03:46:34 main:574] : INFO : Epoch 1933 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 2028.7 ms [2021-12-07 03:46:36 main:574] : INFO : Epoch 1934 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 2017.7 ms [2021-12-07 03:46:38 main:574] : INFO : Epoch 1935 | loss: 0.0311685 | val_loss: 0.0311747 | Time: 2067.37 ms [2021-12-07 03:46:40 main:574] : INFO : Epoch 1936 | loss: 0.0311671 | val_loss: 0.0311742 | Time: 1882.56 ms [2021-12-07 03:46:42 main:574] : INFO : Epoch 1937 | loss: 0.0311667 | val_loss: 0.0311747 | Time: 1809.36 ms [2021-12-07 03:46:44 main:574] : INFO : Epoch 1938 | loss: 0.0311674 | val_loss: 0.0311787 | Time: 1899.26 ms [2021-12-07 03:46:46 main:574] : INFO : Epoch 1939 | loss: 0.0311686 | val_loss: 0.0311816 | Time: 1831.82 ms [2021-12-07 03:46:48 main:574] : INFO : Epoch 1940 | loss: 0.0311691 | val_loss: 0.0311744 | Time: 1833.69 ms [2021-12-07 03:46:50 main:574] : INFO : Epoch 1941 | loss: 0.031168 | val_loss: 0.0311729 | Time: 1839.98 ms [2021-12-07 03:46:51 main:574] : INFO : Epoch 1942 | loss: 0.0311667 | val_loss: 0.0311818 | Time: 1795.99 ms [2021-12-07 03:46:53 main:574] : INFO : Epoch 1943 | loss: 0.0311682 | val_loss: 0.0311751 | Time: 1916.83 ms [2021-12-07 03:46:55 main:574] : INFO : Epoch 1944 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 1886.11 ms [2021-12-07 03:46:57 main:574] : INFO : Epoch 1945 | loss: 0.031169 | val_loss: 0.0311736 | Time: 1806.93 ms [2021-12-07 03:46:59 main:574] : INFO : Epoch 1946 | loss: 0.0311679 | val_loss: 0.0311764 | Time: 2102.81 ms [2021-12-07 03:47:01 main:574] : INFO : Epoch 1947 | loss: 0.0311687 | val_loss: 0.0311804 | Time: 1886.48 ms [2021-12-07 03:47:03 main:574] : INFO : Epoch 1948 | loss: 0.0311669 | val_loss: 0.0311737 | Time: 1854.62 ms [2021-12-07 03:47:05 main:574] : INFO : Epoch 1949 | loss: 0.0311667 | val_loss: 0.0311735 | Time: 1850.57 ms [2021-12-07 03:47:07 main:574] : INFO : Epoch 1950 | loss: 0.0311679 | val_loss: 0.0311842 | Time: 1848.77 ms [2021-12-07 03:47:08 main:574] : INFO : Epoch 1951 | loss: 0.0311676 | val_loss: 0.0311781 | Time: 1847.13 ms [2021-12-07 03:47:10 main:574] : INFO : Epoch 1952 | loss: 0.0311706 | val_loss: 0.0311754 | Time: 1806.62 ms [2021-12-07 03:47:12 main:574] : INFO : Epoch 1953 | loss: 0.031169 | val_loss: 0.0311765 | Time: 1802.7 ms [2021-12-07 03:47:14 main:574] : INFO : Epoch 1954 | loss: 0.0311683 | val_loss: 0.0311759 | Time: 1867.64 ms [2021-12-07 03:47:16 main:574] : INFO : Epoch 1955 | loss: 0.031167 | val_loss: 0.0311753 | Time: 1992.19 ms [2021-12-07 03:47:18 main:574] : INFO : Epoch 1956 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 1828.43 ms [2021-12-07 03:47:20 main:574] : INFO : Epoch 1957 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 2003.36 ms [2021-12-07 03:47:22 main:574] : INFO : Epoch 1958 | loss: 0.0311683 | val_loss: 0.0311807 | Time: 1979.61 ms [2021-12-07 03:47:24 main:574] : INFO : Epoch 1959 | loss: 0.0311673 | val_loss: 0.0311765 | Time: 1998.46 ms [2021-12-07 03:47:26 main:574] : INFO : Epoch 1960 | loss: 0.0311674 | val_loss: 0.0311742 | Time: 1976.45 ms [2021-12-07 03:47:28 main:574] : INFO : Epoch 1961 | loss: 0.0311667 | val_loss: 0.0311769 | Time: 2007.39 ms [2021-12-07 03:47:30 main:574] : INFO : Epoch 1962 | loss: 0.0311663 | val_loss: 0.0311783 | Time: 1954.51 ms [2021-12-07 03:47:32 main:574] : INFO : Epoch 1963 | loss: 0.0311698 | val_loss: 0.0311748 | Time: 2013.41 ms [2021-12-07 03:47:34 main:574] : INFO : Epoch 1964 | loss: 0.0311696 | val_loss: 0.0311742 | Time: 1964.51 ms [2021-12-07 03:47:36 main:574] : INFO : Epoch 1965 | loss: 0.031171 | val_loss: 0.0311749 | Time: 2016.79 ms [2021-12-07 03:47:38 main:574] : INFO : Epoch 1966 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 1969.04 ms [2021-12-07 03:47:40 main:574] : INFO : Epoch 1967 | loss: 0.0311696 | val_loss: 0.0311762 | Time: 1953.8 ms [2021-12-07 03:47:41 main:574] : INFO : Epoch 1968 | loss: 0.0311683 | val_loss: 0.0311763 | Time: 1800.44 ms [2021-12-07 03:47:43 main:574] : INFO : Epoch 1969 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 1820.98 ms [2021-12-07 03:47:45 main:574] : INFO : Epoch 1970 | loss: 0.031172 | val_loss: 0.0311744 | Time: 1858.88 ms [2021-12-07 03:47:47 main:574] : INFO : Epoch 1971 | loss: 0.031171 | val_loss: 0.0311779 | Time: 1794.09 ms [2021-12-07 03:47:49 main:574] : INFO : Epoch 1972 | loss: 0.0311754 | val_loss: 0.0311803 | Time: 1919.59 ms [2021-12-07 03:47:51 main:574] : INFO : Epoch 1973 | loss: 0.0311731 | val_loss: 0.0311743 | Time: 2012.27 ms [2021-12-07 03:47:53 main:574] : INFO : Epoch 1974 | loss: 0.0311704 | val_loss: 0.0311723 | Time: 1989.13 ms [2021-12-07 03:47:55 main:574] : INFO : Epoch 1975 | loss: 0.0311698 | val_loss: 0.031176 | Time: 1993.2 ms [2021-12-07 03:47:57 main:574] : INFO : Epoch 1976 | loss: 0.0311705 | val_loss: 0.0311737 | Time: 1963.51 ms [2021-12-07 03:47:59 main:574] : INFO : Epoch 1977 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 1810.72 ms [2021-12-07 03:48:01 main:574] : INFO : Epoch 1978 | loss: 0.0311687 | val_loss: 0.0311746 | Time: 1858.99 ms [2021-12-07 03:48:02 main:574] : INFO : Epoch 1979 | loss: 0.0311694 | val_loss: 0.0311752 | Time: 1874.01 ms [2021-12-07 03:48:05 main:574] : INFO : Epoch 1980 | loss: 0.0311695 | val_loss: 0.0311728 | Time: 2170.61 ms [2021-12-07 03:48:07 main:574] : INFO : Epoch 1981 | loss: 0.0311678 | val_loss: 0.0311723 | Time: 2003.61 ms [2021-12-07 03:48:08 main:574] : INFO : Epoch 1982 | loss: 0.0311673 | val_loss: 0.0311745 | Time: 1847 ms [2021-12-07 03:48:10 main:574] : INFO : Epoch 1983 | loss: 0.0311694 | val_loss: 0.031176 | Time: 1896.84 ms [2021-12-07 03:48:12 main:574] : INFO : Epoch 1984 | loss: 0.0311713 | val_loss: 0.0311799 | Time: 1854.28 ms [2021-12-07 03:48:14 main:574] : INFO : Epoch 1985 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 1880.32 ms [2021-12-07 03:48:16 main:574] : INFO : Epoch 1986 | loss: 0.0311682 | val_loss: 0.0311745 | Time: 1994.99 ms [2021-12-07 03:48:18 main:574] : INFO : Epoch 1987 | loss: 0.0311665 | val_loss: 0.0311747 | Time: 1979.23 ms [2021-12-07 03:48:20 main:574] : INFO : Epoch 1988 | loss: 0.0311674 | val_loss: 0.0311736 | Time: 1892.92 ms [2021-12-07 03:48:22 main:574] : INFO : Epoch 1989 | loss: 0.031167 | val_loss: 0.031172 | Time: 2027.62 ms [2021-12-07 03:48:24 main:574] : INFO : Epoch 1990 | loss: 0.0311658 | val_loss: 0.0311717 | Time: 1994.91 ms [2021-12-07 03:48:26 main:574] : INFO : Epoch 1991 | loss: 0.0311651 | val_loss: 0.031172 | Time: 1873.17 ms [2021-12-07 03:48:28 main:574] : INFO : Epoch 1992 | loss: 0.0311668 | val_loss: 0.0311728 | Time: 2013.96 ms [2021-12-07 03:48:30 main:574] : INFO : Epoch 1993 | loss: 0.0311661 | val_loss: 0.0311736 | Time: 1973.15 ms [2021-12-07 03:48:32 main:574] : INFO : Epoch 1994 | loss: 0.0311656 | val_loss: 0.031173 | Time: 2005.93 ms [2021-12-07 03:48:34 main:574] : INFO : Epoch 1995 | loss: 0.0311664 | val_loss: 0.0311768 | Time: 1933.92 ms [2021-12-07 03:48:36 main:574] : INFO : Epoch 1996 | loss: 0.0311663 | val_loss: 0.0311719 | Time: 1904.9 ms [2021-12-07 03:48:38 main:574] : INFO : Epoch 1997 | loss: 0.0311687 | val_loss: 0.0311766 | Time: 1841.12 ms [2021-12-07 03:48:40 main:574] : INFO : Epoch 1998 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 1878.02 ms [2021-12-07 03:48:41 main:574] : INFO : Epoch 1999 | loss: 0.0311668 | val_loss: 0.0311749 | Time: 1862.27 ms [2021-12-07 03:48:43 main:574] : INFO : Epoch 2000 | loss: 0.0311675 | val_loss: 0.0311754 | Time: 1828.55 ms [2021-12-07 03:48:45 main:574] : INFO : Epoch 2001 | loss: 0.0311669 | val_loss: 0.0311726 | Time: 1988.65 ms [2021-12-07 03:48:47 main:574] : INFO : Epoch 2002 | loss: 0.0311665 | val_loss: 0.0311727 | Time: 2041.14 ms [2021-12-07 03:48:49 main:574] : INFO : Epoch 2003 | loss: 0.0311672 | val_loss: 0.0311771 | Time: 1944.05 ms [2021-12-07 03:48:51 main:574] : INFO : Epoch 2004 | loss: 0.0311687 | val_loss: 0.0311731 | Time: 1992.4 ms [2021-12-07 03:48:53 main:574] : INFO : Epoch 2005 | loss: 0.0311701 | val_loss: 0.031177 | Time: 1971.89 ms [2021-12-07 03:48:55 main:574] : INFO : Epoch 2006 | loss: 0.0311735 | val_loss: 0.031174 | Time: 1814.9 ms [2021-12-07 03:48:57 main:574] : INFO : Epoch 2007 | loss: 0.0311707 | val_loss: 0.0311731 | Time: 1871.84 ms [2021-12-07 03:48:59 main:574] : INFO : Epoch 2008 | loss: 0.0311709 | val_loss: 0.0311738 | Time: 2149.79 ms [2021-12-07 03:49:01 main:574] : INFO : Epoch 2009 | loss: 0.0311691 | val_loss: 0.0311765 | Time: 2038.32 ms [2021-12-07 03:49:03 main:574] : INFO : Epoch 2010 | loss: 0.0311686 | val_loss: 0.0311724 | Time: 2001.15 ms [2021-12-07 03:49:05 main:574] : INFO : Epoch 2011 | loss: 0.0311695 | val_loss: 0.0311755 | Time: 1915.1 ms [2021-12-07 03:49:07 main:574] : INFO : Epoch 2012 | loss: 0.0311707 | val_loss: 0.0311728 | Time: 1824.55 ms [2021-12-07 03:49:09 main:574] : INFO : Epoch 2013 | loss: 0.0311677 | val_loss: 0.0311742 | Time: 1826.21 ms [2021-12-07 03:49:11 main:574] : INFO : Epoch 2014 | loss: 0.0311669 | val_loss: 0.0311728 | Time: 1812.27 ms [2021-12-07 03:49:12 main:574] : INFO : Epoch 2015 | loss: 0.0311668 | val_loss: 0.0311737 | Time: 1851.83 ms [2021-12-07 03:49:14 main:574] : INFO : Epoch 2016 | loss: 0.0311709 | val_loss: 0.031176 | Time: 1802.06 ms [2021-12-07 03:49:16 main:574] : INFO : Epoch 2017 | loss: 0.0311703 | val_loss: 0.0311748 | Time: 1855.75 ms [2021-12-07 03:49:18 main:574] : INFO : Epoch 2018 | loss: 0.0311693 | val_loss: 0.0311725 | Time: 1808.34 ms [2021-12-07 03:49:20 main:574] : INFO : Epoch 2019 | loss: 0.0311691 | val_loss: 0.0311742 | Time: 1816.57 ms [2021-12-07 03:49:22 main:574] : INFO : Epoch 2020 | loss: 0.031171 | val_loss: 0.0311768 | Time: 1812.23 ms [2021-12-07 03:49:23 main:574] : INFO : Epoch 2021 | loss: 0.031171 | val_loss: 0.0311809 | Time: 1797.65 ms [2021-12-07 03:49:25 main:574] : INFO : Epoch 2022 | loss: 0.0311725 | val_loss: 0.0311757 | Time: 1997.59 ms [2021-12-07 03:49:27 main:574] : INFO : Epoch 2023 | loss: 0.0311696 | val_loss: 0.0311739 | Time: 2020.75 ms [2021-12-07 03:49:29 main:574] : INFO : Epoch 2024 | loss: 0.0311694 | val_loss: 0.0311734 | Time: 1815.74 ms [2021-12-07 03:49:31 main:574] : INFO : Epoch 2025 | loss: 0.0311685 | val_loss: 0.0311735 | Time: 1839.06 ms [2021-12-07 03:49:33 main:574] : INFO : Epoch 2026 | loss: 0.0311676 | val_loss: 0.0311726 | Time: 1814.56 ms [2021-12-07 03:49:35 main:574] : INFO : Epoch 2027 | loss: 0.0311681 | val_loss: 0.031174 | Time: 1798.19 ms [2021-12-07 03:49:36 main:574] : INFO : Epoch 2028 | loss: 0.0311675 | val_loss: 0.0311735 | Time: 1795.8 ms [2021-12-07 03:49:38 main:574] : INFO : Epoch 2029 | loss: 0.031168 | val_loss: 0.0311722 | Time: 1791.97 ms [2021-12-07 03:49:40 main:574] : INFO : Epoch 2030 | loss: 0.0311674 | val_loss: 0.0311721 | Time: 1819.41 ms [2021-12-07 03:49:42 main:574] : INFO : Epoch 2031 | loss: 0.0311661 | val_loss: 0.0311714 | Time: 1865.52 ms [2021-12-07 03:49:44 main:574] : INFO : Epoch 2032 | loss: 0.0311675 | val_loss: 0.0311719 | Time: 1999.48 ms [2021-12-07 03:49:46 main:574] : INFO : Epoch 2033 | loss: 0.0311708 | val_loss: 0.0311736 | Time: 1926.19 ms [2021-12-07 03:49:48 main:574] : INFO : Epoch 2034 | loss: 0.031167 | val_loss: 0.0311729 | Time: 1853.53 ms [2021-12-07 03:49:50 main:574] : INFO : Epoch 2035 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 1800.93 ms [2021-12-07 03:49:51 main:574] : INFO : Epoch 2036 | loss: 0.0311656 | val_loss: 0.0311757 | Time: 1806.97 ms [2021-12-07 03:49:53 main:574] : INFO : Epoch 2037 | loss: 0.0311661 | val_loss: 0.0311716 | Time: 1791.24 ms [2021-12-07 03:49:55 main:574] : INFO : Epoch 2038 | loss: 0.031171 | val_loss: 0.0311849 | Time: 1818.36 ms [2021-12-07 03:49:57 main:574] : INFO : Epoch 2039 | loss: 0.0311715 | val_loss: 0.0311716 | Time: 1808.82 ms [2021-12-07 03:49:59 main:574] : INFO : Epoch 2040 | loss: 0.0311664 | val_loss: 0.0311727 | Time: 1824.97 ms [2021-12-07 03:50:01 main:574] : INFO : Epoch 2041 | loss: 0.0311646 | val_loss: 0.0311733 | Time: 1902.05 ms [2021-12-07 03:50:03 main:574] : INFO : Epoch 2042 | loss: 0.0311662 | val_loss: 0.0311739 | Time: 2152.91 ms [2021-12-07 03:50:05 main:574] : INFO : Epoch 2043 | loss: 0.0311667 | val_loss: 0.0311728 | Time: 2141.08 ms [2021-12-07 03:50:07 main:574] : INFO : Epoch 2044 | loss: 0.0311666 | val_loss: 0.0311717 | Time: 2046.66 ms [2021-12-07 03:50:09 main:574] : INFO : Epoch 2045 | loss: 0.0311673 | val_loss: 0.0311729 | Time: 1910.24 ms [2021-12-07 03:50:11 main:574] : INFO : Epoch 2046 | loss: 0.0311683 | val_loss: 0.0311753 | Time: 2022.44 ms [2021-12-07 03:50:13 main:574] : INFO : Epoch 2047 | loss: 0.031169 | val_loss: 0.031172 | Time: 1930.75 ms [2021-12-07 03:50:15 main:574] : INFO : Epoch 2048 | loss: 0.0311649 | val_loss: 0.0311723 | Time: 1845.05 ms [2021-12-07 03:50:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311723 [2021-12-07 03:50:15 main:603] : INFO : Saving end state to config to file [2021-12-07 03:50:15 main:608] : INFO : Success, exiting.. 03:50:15 (14156): 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)