Task 13910369
| Name | ParityModified-1647049083-17159-2-0_0 |
| Workunit | 10987411 |
| Created | 28 Mar 2022, 1:10:15 UTC |
| Sent | 1 Apr 2022, 11:23:22 UTC |
| Report deadline | 9 Apr 2022, 11:23:22 UTC |
| Received | 4 Apr 2022, 9:26:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17505 |
| Run time | 2 hours 46 min 24 sec |
| CPU time | 2 hours 43 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 18,591.05 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.87 GB |
| Peak swap size | 4.78 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :12:07 main:574] : INFO : Epoch 1542 | loss: 0.0311831 | val_loss: 0.0311802 | Time: 1178.24 ms [2022-04-04 11:12:09 main:574] : INFO : Epoch 1543 | loss: 0.0311801 | val_loss: 0.031179 | Time: 1431.22 ms [2022-04-04 11:12:11 main:574] : INFO : Epoch 1544 | loss: 0.0311783 | val_loss: 0.0311802 | Time: 2123.11 ms [2022-04-04 11:12:13 main:574] : INFO : Epoch 1545 | loss: 0.0311781 | val_loss: 0.03118 | Time: 1940.21 ms [2022-04-04 11:12:15 main:574] : INFO : Epoch 1546 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 1683.49 ms [2022-04-04 11:12:16 main:574] : INFO : Epoch 1547 | loss: 0.031176 | val_loss: 0.0311792 | Time: 1667.03 ms [2022-04-04 11:12:17 main:574] : INFO : Epoch 1548 | loss: 0.031175 | val_loss: 0.0311789 | Time: 1232.2 ms [2022-04-04 11:12:19 main:574] : INFO : Epoch 1549 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 1561.18 ms [2022-04-04 11:12:21 main:574] : INFO : Epoch 1550 | loss: 0.031179 | val_loss: 0.0311863 | Time: 2334.3 ms [2022-04-04 11:12:23 main:574] : INFO : Epoch 1551 | loss: 0.0311811 | val_loss: 0.0311873 | Time: 1766.18 ms [2022-04-04 11:12:25 main:574] : INFO : Epoch 1552 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 1691.45 ms [2022-04-04 11:12:26 main:574] : INFO : Epoch 1553 | loss: 0.0311759 | val_loss: 0.0311777 | Time: 1673.41 ms [2022-04-04 11:12:28 main:574] : INFO : Epoch 1554 | loss: 0.0311758 | val_loss: 0.0311818 | Time: 1077.24 ms [2022-04-04 11:12:30 main:574] : INFO : Epoch 1555 | loss: 0.031176 | val_loss: 0.0311778 | Time: 1979.22 ms [2022-04-04 11:12:32 main:574] : INFO : Epoch 1556 | loss: 0.0311755 | val_loss: 0.0311786 | Time: 1965.85 ms [2022-04-04 11:12:33 main:574] : INFO : Epoch 1557 | loss: 0.0311749 | val_loss: 0.0311804 | Time: 1980.96 ms [2022-04-04 11:12:36 main:574] : INFO : Epoch 1558 | loss: 0.0311764 | val_loss: 0.031179 | Time: 2217.7 ms [2022-04-04 11:12:37 main:574] : INFO : Epoch 1559 | loss: 0.0311764 | val_loss: 0.0311788 | Time: 1600.36 ms [2022-04-04 11:12:40 main:574] : INFO : Epoch 1560 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 2382.75 ms [2022-04-04 11:12:42 main:574] : INFO : Epoch 1561 | loss: 0.0311763 | val_loss: 0.0311789 | Time: 2434.9 ms [2022-04-04 11:12:44 main:574] : INFO : Epoch 1562 | loss: 0.0311752 | val_loss: 0.0311808 | Time: 1800.75 ms [2022-04-04 11:12:46 main:574] : INFO : Epoch 1563 | loss: 0.0311751 | val_loss: 0.031178 | Time: 1758.1 ms [2022-04-04 11:12:47 main:574] : INFO : Epoch 1564 | loss: 0.0311783 | val_loss: 0.0311863 | Time: 1408.27 ms [2022-04-04 11:12:49 main:574] : INFO : Epoch 1565 | loss: 0.0311778 | val_loss: 0.0311793 | Time: 1701.47 ms [2022-04-04 11:12:51 main:574] : INFO : Epoch 1566 | loss: 0.0311759 | val_loss: 0.0311868 | Time: 2154.48 ms [2022-04-04 11:12:53 main:574] : INFO : Epoch 1567 | loss: 0.0311746 | val_loss: 0.0311784 | Time: 1878.09 ms [2022-04-04 11:12:55 main:574] : INFO : Epoch 1568 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 1855.47 ms [2022-04-04 11:12:57 main:574] : INFO : Epoch 1569 | loss: 0.0311756 | val_loss: 0.0311789 | Time: 1906.14 ms [2022-04-04 11:12:58 main:574] : INFO : Epoch 1570 | loss: 0.0311735 | val_loss: 0.031181 | Time: 1080.19 ms [2022-04-04 11:13:00 main:574] : INFO : Epoch 1571 | loss: 0.0311748 | val_loss: 0.0311842 | Time: 2353.23 ms [2022-04-04 11:13:02 main:574] : INFO : Epoch 1572 | loss: 0.0311771 | val_loss: 0.0311844 | Time: 1879.75 ms [2022-04-04 11:13:04 main:574] : INFO : Epoch 1573 | loss: 0.0311802 | val_loss: 0.0311831 | Time: 1827.21 ms [2022-04-04 11:13:06 main:574] : INFO : Epoch 1574 | loss: 0.0311793 | val_loss: 0.0311832 | Time: 1723.37 ms [2022-04-04 11:13:07 main:574] : INFO : Epoch 1575 | loss: 0.0311782 | val_loss: 0.0311845 | Time: 1584.41 ms [2022-04-04 11:13:09 main:574] : INFO : Epoch 1576 | loss: 0.0311795 | val_loss: 0.031182 | Time: 1502.1 ms [2022-04-04 11:13:10 main:574] : INFO : Epoch 1577 | loss: 0.0311761 | val_loss: 0.0311805 | Time: 1848.01 ms [2022-04-04 11:13:12 main:574] : INFO : Epoch 1578 | loss: 0.031175 | val_loss: 0.0311801 | Time: 1693.63 ms [2022-04-04 11:13:14 main:574] : INFO : Epoch 1579 | loss: 0.0311748 | val_loss: 0.03118 | Time: 1656.47 ms [2022-04-04 11:13:16 main:574] : INFO : Epoch 1580 | loss: 0.0311754 | val_loss: 0.0311819 | Time: 1699.46 ms [2022-04-04 11:13:17 main:574] : INFO : Epoch 1581 | loss: 0.031174 | val_loss: 0.0311789 | Time: 1733.5 ms [2022-04-04 11:13:19 main:574] : INFO : Epoch 1582 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 1565.99 ms [2022-04-04 11:13:21 main:574] : INFO : Epoch 1583 | loss: 0.0311747 | val_loss: 0.0311807 | Time: 1761.55 ms [2022-04-04 11:13:22 main:574] : INFO : Epoch 1584 | loss: 0.031175 | val_loss: 0.03118 | Time: 1683.93 ms [2022-04-04 11:13:24 main:574] : INFO : Epoch 1585 | loss: 0.0311778 | val_loss: 0.0311855 | Time: 1691.76 ms [2022-04-04 11:13:26 main:574] : INFO : Epoch 1586 | loss: 0.0311768 | val_loss: 0.0311785 | Time: 2248.16 ms [2022-04-04 11:13:27 main:574] : INFO : Epoch 1587 | loss: 0.0311739 | val_loss: 0.0311789 | Time: 1221.37 ms [2022-04-04 11:13:29 main:574] : INFO : Epoch 1588 | loss: 0.0311725 | val_loss: 0.0311784 | Time: 1645.52 ms [2022-04-04 11:13:31 main:574] : INFO : Epoch 1589 | loss: 0.0311732 | val_loss: 0.0311787 | Time: 1665.95 ms [2022-04-04 11:13:32 main:574] : INFO : Epoch 1590 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 1698.95 ms [2022-04-04 11:13:34 main:574] : INFO : Epoch 1591 | loss: 0.031172 | val_loss: 0.0311781 | Time: 1709.3 ms [2022-04-04 11:13:36 main:574] : INFO : Epoch 1592 | loss: 0.0311717 | val_loss: 0.0311783 | Time: 2316.53 ms [2022-04-04 11:13:38 main:574] : INFO : Epoch 1593 | loss: 0.0311723 | val_loss: 0.0311787 | Time: 1084.13 ms [2022-04-04 11:13:39 main:574] : INFO : Epoch 1594 | loss: 0.0311723 | val_loss: 0.0311805 | Time: 1643.4 ms [2022-04-04 11:13:41 main:574] : INFO : Epoch 1595 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 1667.95 ms [2022-04-04 11:13:43 main:574] : INFO : Epoch 1596 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 1677.92 ms [2022-04-04 11:13:45 main:574] : INFO : Epoch 1597 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 2020.81 ms [2022-04-04 11:13:47 main:574] : INFO : Epoch 1598 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 2059.79 ms [2022-04-04 11:13:48 main:574] : INFO : Epoch 1599 | loss: 0.0311773 | val_loss: 0.0311817 | Time: 990.003 ms [2022-04-04 11:13:49 main:574] : INFO : Epoch 1600 | loss: 0.0311785 | val_loss: 0.0311845 | Time: 1625.18 ms [2022-04-04 11:13:51 main:574] : INFO : Epoch 1601 | loss: 0.0311753 | val_loss: 0.0311807 | Time: 1688.52 ms [2022-04-04 11:13:53 main:574] : INFO : Epoch 1602 | loss: 0.0311741 | val_loss: 0.0311796 | Time: 1695.01 ms [2022-04-04 11:13:55 main:574] : INFO : Epoch 1603 | loss: 0.0311727 | val_loss: 0.0311818 | Time: 2281.46 ms [2022-04-04 11:13:57 main:574] : INFO : Epoch 1604 | loss: 0.0311734 | val_loss: 0.0311809 | Time: 1799.16 ms [2022-04-04 11:13:58 main:574] : INFO : Epoch 1605 | loss: 0.0311736 | val_loss: 0.0311788 | Time: 963.805 ms [2022-04-04 11:13:59 main:574] : INFO : Epoch 1606 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 1669.8 ms [2022-04-04 11:14:01 main:574] : INFO : Epoch 1607 | loss: 0.0311728 | val_loss: 0.0311838 | Time: 1643.34 ms [2022-04-04 11:14:03 main:574] : INFO : Epoch 1608 | loss: 0.0311725 | val_loss: 0.03118 | Time: 1866.69 ms [2022-04-04 11:14:05 main:574] : INFO : Epoch 1609 | loss: 0.0311725 | val_loss: 0.0311812 | Time: 2219.45 ms [2022-04-04 11:14:07 main:574] : INFO : Epoch 1610 | loss: 0.0311737 | val_loss: 0.0311816 | Time: 1635.57 ms [2022-04-04 11:14:08 main:574] : INFO : Epoch 1611 | loss: 0.0311749 | val_loss: 0.0311833 | Time: 1003.86 ms [2022-04-04 11:14:09 main:574] : INFO : Epoch 1612 | loss: 0.0311728 | val_loss: 0.0311808 | Time: 1676.31 ms [2022-04-04 11:14:11 main:574] : INFO : Epoch 1613 | loss: 0.0311713 | val_loss: 0.0311791 | Time: 1688.02 ms [2022-04-04 11:14:13 main:574] : INFO : Epoch 1614 | loss: 0.0311714 | val_loss: 0.0311833 | Time: 2277.8 ms [2022-04-04 11:14:15 main:574] : INFO : Epoch 1615 | loss: 0.0311736 | val_loss: 0.0311804 | Time: 1873.03 ms [2022-04-04 11:14:17 main:574] : INFO : Epoch 1616 | loss: 0.0311717 | val_loss: 0.0311804 | Time: 1596.07 ms [2022-04-04 11:14:18 main:574] : INFO : Epoch 1617 | loss: 0.031171 | val_loss: 0.0311804 | Time: 1097.77 ms [2022-04-04 11:14:20 main:574] : INFO : Epoch 1618 | loss: 0.0311709 | val_loss: 0.0311862 | Time: 1676.91 ms [2022-04-04 11:14:21 main:574] : INFO : Epoch 1619 | loss: 0.0311737 | val_loss: 0.0311793 | Time: 1789.05 ms [2022-04-04 11:14:24 main:574] : INFO : Epoch 1620 | loss: 0.0311723 | val_loss: 0.0311876 | Time: 2304.56 ms [2022-04-04 11:14:25 main:574] : INFO : Epoch 1621 | loss: 0.0311725 | val_loss: 0.0311801 | Time: 1683.56 ms [2022-04-04 11:14:27 main:574] : INFO : Epoch 1622 | loss: 0.0311735 | val_loss: 0.0311913 | Time: 1499.8 ms [2022-04-04 11:14:28 main:574] : INFO : Epoch 1623 | loss: 0.03118 | val_loss: 0.0311896 | Time: 1114.25 ms [2022-04-04 11:14:30 main:574] : INFO : Epoch 1624 | loss: 0.0311736 | val_loss: 0.0311803 | Time: 1677.02 ms [2022-04-04 11:14:32 main:574] : INFO : Epoch 1625 | loss: 0.0311711 | val_loss: 0.0311835 | Time: 2164.69 ms [2022-04-04 11:14:34 main:574] : INFO : Epoch 1626 | loss: 0.0311743 | val_loss: 0.0311846 | Time: 1887.73 ms [2022-04-04 11:14:35 main:574] : INFO : Epoch 1627 | loss: 0.0311748 | val_loss: 0.0311823 | Time: 1677.86 ms [2022-04-04 11:14:37 main:574] : INFO : Epoch 1628 | loss: 0.0311757 | val_loss: 0.0311813 | Time: 1477.8 ms [2022-04-04 11:14:38 main:574] : INFO : Epoch 1629 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 1139.46 ms [2022-04-04 11:14:40 main:574] : INFO : Epoch 1630 | loss: 0.031174 | val_loss: 0.0311833 | Time: 1712.25 ms [2022-04-04 11:14:42 main:574] : INFO : Epoch 1631 | loss: 0.0311733 | val_loss: 0.0311801 | Time: 2317.27 ms [2022-04-04 11:14:44 main:574] : INFO : Epoch 1632 | loss: 0.0311734 | val_loss: 0.0311798 | Time: 1790.26 ms [2022-04-04 11:14:46 main:574] : INFO : Epoch 1633 | loss: 0.0311742 | val_loss: 0.0311834 | Time: 1664.81 ms [2022-04-04 11:14:47 main:574] : INFO : Epoch 1634 | loss: 0.0311733 | val_loss: 0.0311812 | Time: 1450.55 ms [2022-04-04 11:14:48 main:574] : INFO : Epoch 1635 | loss: 0.0311744 | val_loss: 0.0311882 | Time: 1188.52 ms [2022-04-04 11:14:50 main:574] : INFO : Epoch 1636 | loss: 0.031173 | val_loss: 0.031182 | Time: 2136.5 ms [2022-04-04 11:14:52 main:574] : INFO : Epoch 1637 | loss: 0.0311722 | val_loss: 0.0311844 | Time: 1954.87 ms [2022-04-04 11:14:54 main:574] : INFO : Epoch 1638 | loss: 0.0311769 | val_loss: 0.0311847 | Time: 1678.48 ms [2022-04-04 11:14:56 main:574] : INFO : Epoch 1639 | loss: 0.0311723 | val_loss: 0.0311813 | Time: 1687.73 ms [2022-04-04 11:14:57 main:574] : INFO : Epoch 1640 | loss: 0.0311721 | val_loss: 0.0311819 | Time: 1387.29 ms [2022-04-04 11:14:58 main:574] : INFO : Epoch 1641 | loss: 0.0311719 | val_loss: 0.0311826 | Time: 1235.91 ms [2022-04-04 11:15:01 main:574] : INFO : Epoch 1642 | loss: 0.0311747 | val_loss: 0.0311997 | Time: 2310.49 ms [2022-04-04 11:15:02 main:574] : INFO : Epoch 1643 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 1827.77 ms [2022-04-04 11:15:04 main:574] : INFO : Epoch 1644 | loss: 0.0311749 | val_loss: 0.0311828 | Time: 1692.54 ms [2022-04-04 11:15:06 main:574] : INFO : Epoch 1645 | loss: 0.0311753 | val_loss: 0.0311837 | Time: 1688.27 ms [2022-04-04 11:15:07 main:574] : INFO : Epoch 1646 | loss: 0.0311747 | val_loss: 0.0311821 | Time: 1332.9 ms [2022-04-04 11:15:09 main:574] : INFO : Epoch 1647 | loss: 0.0311744 | val_loss: 0.0311839 | Time: 1657.52 ms [2022-04-04 11:15:11 main:574] : INFO : Epoch 1648 | loss: 0.0311753 | val_loss: 0.0311843 | Time: 2033.01 ms [2022-04-04 11:15:13 main:574] : INFO : Epoch 1649 | loss: 0.0311734 | val_loss: 0.0311845 | Time: 1683.8 ms [2022-04-04 11:15:14 main:574] : INFO : Epoch 1650 | loss: 0.031173 | val_loss: 0.0311836 | Time: 1692.56 ms [2022-04-04 11:15:16 main:574] : INFO : Epoch 1651 | loss: 0.0311757 | val_loss: 0.0311864 | Time: 1699.67 ms [2022-04-04 11:15:17 main:574] : INFO : Epoch 1652 | loss: 0.0311743 | val_loss: 0.0311804 | Time: 1374.31 ms [2022-04-04 11:15:19 main:574] : INFO : Epoch 1653 | loss: 0.0311725 | val_loss: 0.031181 | Time: 1825.31 ms [2022-04-04 11:15:21 main:574] : INFO : Epoch 1654 | loss: 0.0311717 | val_loss: 0.0311841 | Time: 1801.61 ms [2022-04-04 11:15:23 main:574] : INFO : Epoch 1655 | loss: 0.0311731 | val_loss: 0.0311831 | Time: 1658.64 ms [2022-04-04 11:15:24 main:574] : INFO : Epoch 1656 | loss: 0.0311723 | val_loss: 0.0311828 | Time: 1696.42 ms [2022-04-04 11:15:26 main:574] : INFO : Epoch 1657 | loss: 0.0311736 | val_loss: 0.0311819 | Time: 1923.04 ms [2022-04-04 11:15:28 main:574] : INFO : Epoch 1658 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 1226.09 ms [2022-04-04 11:15:29 main:574] : INFO : Epoch 1659 | loss: 0.0311741 | val_loss: 0.0311806 | Time: 1841.32 ms [2022-04-04 11:15:31 main:574] : INFO : Epoch 1660 | loss: 0.031172 | val_loss: 0.031181 | Time: 1688.28 ms [2022-04-04 11:15:33 main:574] : INFO : Epoch 1661 | loss: 0.0311725 | val_loss: 0.03118 | Time: 1681.47 ms [2022-04-04 11:15:34 main:574] : INFO : Epoch 1662 | loss: 0.0311721 | val_loss: 0.0311808 | Time: 1687.31 ms [2022-04-04 11:15:37 main:574] : INFO : Epoch 1663 | loss: 0.0311751 | val_loss: 0.0311833 | Time: 2271.2 ms [2022-04-04 11:15:38 main:574] : INFO : Epoch 1664 | loss: 0.0311787 | val_loss: 0.0311792 | Time: 990.587 ms [2022-04-04 11:15:39 main:574] : INFO : Epoch 1665 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 1800.53 ms [2022-04-04 11:15:41 main:574] : INFO : Epoch 1666 | loss: 0.0311742 | val_loss: 0.0311802 | Time: 1670.48 ms [2022-04-04 11:15:43 main:574] : INFO : Epoch 1667 | loss: 0.0311733 | val_loss: 0.0311792 | Time: 1687.37 ms [2022-04-04 11:15:45 main:574] : INFO : Epoch 1668 | loss: 0.031173 | val_loss: 0.0311808 | Time: 1854.01 ms [2022-04-04 11:15:47 main:574] : INFO : Epoch 1669 | loss: 0.0311738 | val_loss: 0.0311819 | Time: 2133.69 ms [2022-04-04 11:15:48 main:574] : INFO : Epoch 1670 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 1092.18 ms [2022-04-04 11:15:50 main:574] : INFO : Epoch 1671 | loss: 0.0311748 | val_loss: 0.0311817 | Time: 1720.82 ms [2022-04-04 11:15:51 main:574] : INFO : Epoch 1672 | loss: 0.0311733 | val_loss: 0.0311796 | Time: 1672.95 ms [2022-04-04 11:15:53 main:574] : INFO : Epoch 1673 | loss: 0.0311725 | val_loss: 0.0311821 | Time: 1678.36 ms [2022-04-04 11:15:55 main:574] : INFO : Epoch 1674 | loss: 0.0311738 | val_loss: 0.0311893 | Time: 2212.51 ms [2022-04-04 11:15:57 main:574] : INFO : Epoch 1675 | loss: 0.0311741 | val_loss: 0.03118 | Time: 1694.65 ms [2022-04-04 11:15:58 main:574] : INFO : Epoch 1676 | loss: 0.0311709 | val_loss: 0.0311821 | Time: 1095.38 ms [2022-04-04 11:16:00 main:574] : INFO : Epoch 1677 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 1678.19 ms [2022-04-04 11:16:01 main:574] : INFO : Epoch 1678 | loss: 0.0311724 | val_loss: 0.0311828 | Time: 1662.24 ms [2022-04-04 11:16:03 main:574] : INFO : Epoch 1679 | loss: 0.0311721 | val_loss: 0.03118 | Time: 1735.01 ms [2022-04-04 11:16:05 main:574] : INFO : Epoch 1680 | loss: 0.0311716 | val_loss: 0.0311794 | Time: 2267.19 ms [2022-04-04 11:16:07 main:574] : INFO : Epoch 1681 | loss: 0.0311715 | val_loss: 0.0311806 | Time: 1615.35 ms [2022-04-04 11:16:08 main:574] : INFO : Epoch 1682 | loss: 0.0311718 | val_loss: 0.0311819 | Time: 1109.18 ms [2022-04-04 11:16:10 main:574] : INFO : Epoch 1683 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 1674.58 ms [2022-04-04 11:16:11 main:574] : INFO : Epoch 1684 | loss: 0.0311728 | val_loss: 0.0311796 | Time: 1687.08 ms [2022-04-04 11:16:14 main:574] : INFO : Epoch 1685 | loss: 0.0311702 | val_loss: 0.0311824 | Time: 2192.08 ms [2022-04-04 11:16:16 main:574] : INFO : Epoch 1686 | loss: 0.031171 | val_loss: 0.0311802 | Time: 1923.12 ms [2022-04-04 11:16:17 main:574] : INFO : Epoch 1687 | loss: 0.0311706 | val_loss: 0.0311816 | Time: 1441.19 ms [2022-04-04 11:16:18 main:574] : INFO : Epoch 1688 | loss: 0.0311708 | val_loss: 0.0311791 | Time: 1168.79 ms [2022-04-04 11:16:20 main:574] : INFO : Epoch 1689 | loss: 0.0311712 | val_loss: 0.0311813 | Time: 1684.58 ms [2022-04-04 11:16:22 main:574] : INFO : Epoch 1690 | loss: 0.0311712 | val_loss: 0.0311822 | Time: 1667.27 ms [2022-04-04 11:16:24 main:574] : INFO : Epoch 1691 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 2219.98 ms [2022-04-04 11:16:26 main:574] : INFO : Epoch 1692 | loss: 0.0311696 | val_loss: 0.0311811 | Time: 1851.8 ms [2022-04-04 11:16:27 main:574] : INFO : Epoch 1693 | loss: 0.0311697 | val_loss: 0.031182 | Time: 1411.27 ms [2022-04-04 11:16:28 main:574] : INFO : Epoch 1694 | loss: 0.0311697 | val_loss: 0.0311811 | Time: 1206.86 ms [2022-04-04 11:16:30 main:574] : INFO : Epoch 1695 | loss: 0.031172 | val_loss: 0.0311855 | Time: 1678.49 ms [2022-04-04 11:16:32 main:574] : INFO : Epoch 1696 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 1995 ms [2022-04-04 11:16:34 main:574] : INFO : Epoch 1697 | loss: 0.0311724 | val_loss: 0.0311818 | Time: 2128.18 ms [2022-04-04 11:16:36 main:574] : INFO : Epoch 1698 | loss: 0.0311706 | val_loss: 0.0311811 | Time: 1689.76 ms [2022-04-04 11:16:37 main:574] : INFO : Epoch 1699 | loss: 0.0311699 | val_loss: 0.0311796 | Time: 1384.12 ms [2022-04-04 11:16:38 main:574] : INFO : Epoch 1700 | loss: 0.0311689 | val_loss: 0.0311808 | Time: 1232.72 ms [2022-04-04 11:16:40 main:574] : INFO : Epoch 1701 | loss: 0.0311695 | val_loss: 0.0311805 | Time: 1695.92 ms [2022-04-04 11:16:42 main:574] : INFO : Epoch 1702 | loss: 0.0311691 | val_loss: 0.0311807 | Time: 2199.75 ms [2022-04-04 11:16:44 main:574] : INFO : Epoch 1703 | loss: 0.0311699 | val_loss: 0.0311868 | Time: 1891.18 ms [2022-04-04 11:16:46 main:574] : INFO : Epoch 1704 | loss: 0.0311709 | val_loss: 0.0311845 | Time: 1689.7 ms [2022-04-04 11:16:47 main:574] : INFO : Epoch 1705 | loss: 0.0311705 | val_loss: 0.031182 | Time: 1332.26 ms [2022-04-04 11:16:49 main:574] : INFO : Epoch 1706 | loss: 0.0311696 | val_loss: 0.0311799 | Time: 1295.77 ms [2022-04-04 11:16:50 main:574] : INFO : Epoch 1707 | loss: 0.0311701 | val_loss: 0.0311799 | Time: 1779.87 ms [2022-04-04 11:16:53 main:574] : INFO : Epoch 1708 | loss: 0.0311701 | val_loss: 0.0311806 | Time: 2339.01 ms [2022-04-04 11:16:54 main:574] : INFO : Epoch 1709 | loss: 0.0311699 | val_loss: 0.03118 | Time: 1688.33 ms [2022-04-04 11:16:56 main:574] : INFO : Epoch 1710 | loss: 0.0311685 | val_loss: 0.0311796 | Time: 1668.34 ms [2022-04-04 11:16:57 main:574] : INFO : Epoch 1711 | loss: 0.031169 | val_loss: 0.0311814 | Time: 1286.57 ms [2022-04-04 11:16:59 main:574] : INFO : Epoch 1712 | loss: 0.03117 | val_loss: 0.031182 | Time: 1338.79 ms [2022-04-04 11:17:01 main:574] : INFO : Epoch 1713 | loss: 0.0311687 | val_loss: 0.0311815 | Time: 2246.07 ms [2022-04-04 11:17:03 main:574] : INFO : Epoch 1714 | loss: 0.0311688 | val_loss: 0.0311831 | Time: 1911.41 ms [2022-04-04 11:17:04 main:574] : INFO : Epoch 1715 | loss: 0.031171 | val_loss: 0.031186 | Time: 1685.15 ms [2022-04-04 11:17:06 main:574] : INFO : Epoch 1716 | loss: 0.0311732 | val_loss: 0.0311881 | Time: 1673.25 ms [2022-04-04 11:17:07 main:574] : INFO : Epoch 1717 | loss: 0.0311703 | val_loss: 0.031181 | Time: 1221.85 ms [2022-04-04 11:17:09 main:574] : INFO : Epoch 1718 | loss: 0.0311679 | val_loss: 0.0311841 | Time: 1496.4 ms [2022-04-04 11:17:11 main:574] : INFO : Epoch 1719 | loss: 0.0311685 | val_loss: 0.0311821 | Time: 2227.13 ms [2022-04-04 11:17:13 main:574] : INFO : Epoch 1720 | loss: 0.031168 | val_loss: 0.0311836 | Time: 1772.3 ms [2022-04-04 11:17:15 main:574] : INFO : Epoch 1721 | loss: 0.0311677 | val_loss: 0.0311849 | Time: 1678.4 ms [2022-04-04 11:17:16 main:574] : INFO : Epoch 1722 | loss: 0.0311691 | val_loss: 0.0311841 | Time: 1685.1 ms [2022-04-04 11:17:18 main:574] : INFO : Epoch 1723 | loss: 0.0311679 | val_loss: 0.0311832 | Time: 1267.91 ms [2022-04-04 11:17:20 main:574] : INFO : Epoch 1724 | loss: 0.0311705 | val_loss: 0.0311852 | Time: 2128.82 ms [2022-04-04 11:17:22 main:574] : INFO : Epoch 1725 | loss: 0.0311716 | val_loss: 0.0311864 | Time: 1922.93 ms [2022-04-04 11:17:23 main:574] : INFO : Epoch 1726 | loss: 0.0311712 | val_loss: 0.0311953 | Time: 1654.15 ms [2022-04-04 11:17:25 main:574] : INFO : Epoch 1727 | loss: 0.0313615 | val_loss: 0.0315417 | Time: 1671.61 ms [2022-04-04 11:17:27 main:574] : INFO : Epoch 1728 | loss: 0.0322452 | val_loss: 0.0319974 | Time: 1729.88 ms [2022-04-04 11:17:28 main:574] : INFO : Epoch 1729 | loss: 0.031439 | val_loss: 0.0312384 | Time: 1041.23 ms [2022-04-04 11:17:30 main:574] : INFO : Epoch 1730 | loss: 0.0312201 | val_loss: 0.0311917 | Time: 2209.17 ms [2022-04-04 11:17:32 main:574] : INFO : Epoch 1731 | loss: 0.0311903 | val_loss: 0.0311821 | Time: 1672.51 ms [2022-04-04 11:17:33 main:574] : INFO : Epoch 1732 | loss: 0.0311802 | val_loss: 0.0311795 | Time: 1619.01 ms [2022-04-04 11:17:35 main:574] : INFO : Epoch 1733 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 1639.27 ms [2022-04-04 11:17:37 main:574] : INFO : Epoch 1734 | loss: 0.0311781 | val_loss: 0.031183 | Time: 1983.35 ms [2022-04-04 11:17:38 main:574] : INFO : Epoch 1735 | loss: 0.0311768 | val_loss: 0.0311799 | Time: 1001.88 ms [2022-04-04 11:17:40 main:574] : INFO : Epoch 1736 | loss: 0.0311748 | val_loss: 0.0311795 | Time: 1947.36 ms [2022-04-04 11:17:41 main:574] : INFO : Epoch 1737 | loss: 0.0311728 | val_loss: 0.0311832 | Time: 1653.79 ms [2022-04-04 11:17:43 main:574] : INFO : Epoch 1738 | loss: 0.0311732 | val_loss: 0.0311805 | Time: 1633.63 ms [2022-04-04 11:17:45 main:574] : INFO : Epoch 1739 | loss: 0.0311702 | val_loss: 0.0311821 | Time: 1666.21 ms [2022-04-04 11:17:47 main:574] : INFO : Epoch 1740 | loss: 0.0311698 | val_loss: 0.031186 | Time: 2114.76 ms [2022-04-04 11:17:48 main:574] : INFO : Epoch 1741 | loss: 0.0311693 | val_loss: 0.0311825 | Time: 1036.21 ms [2022-04-04 11:17:50 main:574] : INFO : Epoch 1742 | loss: 0.0311681 | val_loss: 0.0311825 | Time: 1813.36 ms [2022-04-04 11:17:51 main:574] : INFO : Epoch 1743 | loss: 0.0311682 | val_loss: 0.0311835 | Time: 1654.27 ms [2022-04-04 11:17:53 main:574] : INFO : Epoch 1744 | loss: 0.0311673 | val_loss: 0.0311859 | Time: 1657.46 ms [2022-04-04 11:17:55 main:574] : INFO : Epoch 1745 | loss: 0.0311676 | val_loss: 0.0311848 | Time: 1812.19 ms [2022-04-04 11:17:57 main:574] : INFO : Epoch 1746 | loss: 0.0311685 | val_loss: 0.0311834 | Time: 2085.99 ms [2022-04-04 11:17:58 main:574] : INFO : Epoch 1747 | loss: 0.0311688 | val_loss: 0.0311827 | Time: 1058.02 ms [2022-04-04 11:18:00 main:574] : INFO : Epoch 1748 | loss: 0.0311674 | val_loss: 0.0311853 | Time: 1641.56 ms [2022-04-04 11:18:01 main:574] : INFO : Epoch 1749 | loss: 0.0311719 | val_loss: 0.0311854 | Time: 1646.44 ms [2022-04-04 11:18:03 main:574] : INFO : Epoch 1750 | loss: 0.0311715 | val_loss: 0.0311855 | Time: 1665.38 ms [2022-04-04 11:18:05 main:574] : INFO : Epoch 1751 | loss: 0.0311707 | val_loss: 0.0311851 | Time: 2157.86 ms [2022-04-04 11:18:07 main:574] : INFO : Epoch 1752 | loss: 0.0311672 | val_loss: 0.0311842 | Time: 1777.53 ms [2022-04-04 11:18:08 main:574] : INFO : Epoch 1753 | loss: 0.0311688 | val_loss: 0.0311854 | Time: 1019.91 ms [2022-04-04 11:18:10 main:574] : INFO : Epoch 1754 | loss: 0.0311667 | val_loss: 0.0311837 | Time: 1637.5 ms [2022-04-04 11:18:11 main:574] : INFO : Epoch 1755 | loss: 0.0311657 | val_loss: 0.0311845 | Time: 1650.37 ms [2022-04-04 11:18:13 main:574] : INFO : Epoch 1756 | loss: 0.031166 | val_loss: 0.031186 | Time: 1693.79 ms [2022-04-04 11:18:15 main:574] : INFO : Epoch 1757 | loss: 0.0311667 | val_loss: 0.0311841 | Time: 2241.32 ms [2022-04-04 11:18:17 main:574] : INFO : Epoch 1758 | loss: 0.0311659 | val_loss: 0.031186 | Time: 1704.83 ms [2022-04-04 11:18:18 main:574] : INFO : Epoch 1759 | loss: 0.0311661 | val_loss: 0.0311838 | Time: 991.083 ms [2022-04-04 11:18:19 main:574] : INFO : Epoch 1760 | loss: 0.0311681 | val_loss: 0.0311842 | Time: 1619.84 ms [2022-04-04 11:18:21 main:574] : INFO : Epoch 1761 | loss: 0.031166 | val_loss: 0.0311821 | Time: 1632.62 ms [2022-04-04 11:18:23 main:574] : INFO : Epoch 1762 | loss: 0.0311661 | val_loss: 0.0311882 | Time: 1949.14 ms [2022-04-04 11:18:25 main:574] : INFO : Epoch 1763 | loss: 0.0311678 | val_loss: 0.0311835 | Time: 2098.69 ms [2022-04-04 11:18:27 main:574] : INFO : Epoch 1764 | loss: 0.0311684 | val_loss: 0.0311838 | Time: 1634.07 ms [2022-04-04 11:18:28 main:574] : INFO : Epoch 1765 | loss: 0.0311686 | val_loss: 0.0311846 | Time: 971.83 ms [2022-04-04 11:18:29 main:574] : INFO : Epoch 1766 | loss: 0.031169 | val_loss: 0.0311848 | Time: 1654.38 ms [2022-04-04 11:18:31 main:574] : INFO : Epoch 1767 | loss: 0.0311674 | val_loss: 0.0311861 | Time: 1699.48 ms [2022-04-04 11:18:33 main:574] : INFO : Epoch 1768 | loss: 0.0311667 | val_loss: 0.0311838 | Time: 2186.69 ms [2022-04-04 11:18:35 main:574] : INFO : Epoch 1769 | loss: 0.031168 | val_loss: 0.0311823 | Time: 1810.79 ms [2022-04-04 11:18:37 main:574] : INFO : Epoch 1770 | loss: 0.0311684 | val_loss: 0.0311841 | Time: 1641.37 ms [2022-04-04 11:18:38 main:574] : INFO : Epoch 1771 | loss: 0.0311684 | val_loss: 0.0311827 | Time: 951.44 ms [2022-04-04 11:18:39 main:574] : INFO : Epoch 1772 | loss: 0.0311665 | val_loss: 0.0311838 | Time: 1634.17 ms [2022-04-04 11:18:41 main:574] : INFO : Epoch 1773 | loss: 0.0311661 | val_loss: 0.0311842 | Time: 1768.95 ms [2022-04-04 11:18:43 main:574] : INFO : Epoch 1774 | loss: 0.0311662 | val_loss: 0.031184 | Time: 2166.72 ms [2022-04-04 11:18:45 main:574] : INFO : Epoch 1775 | loss: 0.0311688 | val_loss: 0.0311898 | Time: 1674.04 ms [2022-04-04 11:18:47 main:574] : INFO : Epoch 1776 | loss: 0.0311711 | val_loss: 0.031184 | Time: 1657.09 ms [2022-04-04 11:18:48 main:574] : INFO : Epoch 1777 | loss: 0.0311691 | val_loss: 0.0311851 | Time: 1009.38 ms [2022-04-04 11:18:49 main:574] : INFO : Epoch 1778 | loss: 0.0311685 | val_loss: 0.0311848 | Time: 1566.71 ms [2022-04-04 11:18:51 main:574] : INFO : Epoch 1779 | loss: 0.0311725 | val_loss: 0.0311843 | Time: 2088.35 ms [2022-04-04 11:18:53 main:574] : INFO : Epoch 1780 | loss: 0.0311688 | val_loss: 0.0311825 | Time: 1858.42 ms [2022-04-04 11:18:55 main:574] : INFO : Epoch 1781 | loss: 0.031168 | val_loss: 0.0311833 | Time: 1639.19 ms [2022-04-04 11:18:56 main:574] : INFO : Epoch 1782 | loss: 0.0311679 | val_loss: 0.0311832 | Time: 1635.1 ms [2022-04-04 11:18:58 main:574] : INFO : Epoch 1783 | loss: 0.0311727 | val_loss: 0.0311865 | Time: 1104.04 ms [2022-04-04 11:18:59 main:574] : INFO : Epoch 1784 | loss: 0.0311787 | val_loss: 0.0311832 | Time: 1476.7 ms [2022-04-04 11:19:01 main:574] : INFO : Epoch 1785 | loss: 0.0311781 | val_loss: 0.0311833 | Time: 2181.18 ms [2022-04-04 11:19:03 main:574] : INFO : Epoch 1786 | loss: 0.0311761 | val_loss: 0.0311812 | Time: 1758.33 ms [2022-04-04 11:19:05 main:574] : INFO : Epoch 1787 | loss: 0.0311742 | val_loss: 0.0311854 | Time: 1624.73 ms [2022-04-04 11:19:06 main:574] : INFO : Epoch 1788 | loss: 0.031174 | val_loss: 0.0311839 | Time: 1630.06 ms [2022-04-04 11:19:07 main:574] : INFO : Epoch 1789 | loss: 0.0311742 | val_loss: 0.031184 | Time: 1177.53 ms [2022-04-04 11:19:09 main:574] : INFO : Epoch 1790 | loss: 0.0311733 | val_loss: 0.0311837 | Time: 1578.4 ms [2022-04-04 11:19:11 main:574] : INFO : Epoch 1791 | loss: 0.0311719 | val_loss: 0.0311835 | Time: 2147.73 ms [2022-04-04 11:19:13 main:574] : INFO : Epoch 1792 | loss: 0.0311717 | val_loss: 0.031185 | Time: 1642.11 ms [2022-04-04 11:19:14 main:574] : INFO : Epoch 1793 | loss: 0.0311735 | val_loss: 0.0311855 | Time: 1657.56 ms [2022-04-04 11:19:16 main:574] : INFO : Epoch 1794 | loss: 0.0311714 | val_loss: 0.0311826 | Time: 1656.37 ms [2022-04-04 11:19:17 main:574] : INFO : Epoch 1795 | loss: 0.0311719 | val_loss: 0.0311818 | Time: 1344.76 ms [2022-04-04 11:19:19 main:574] : INFO : Epoch 1796 | loss: 0.0311706 | val_loss: 0.031181 | Time: 1841.81 ms [2022-04-04 11:19:21 main:574] : INFO : Epoch 1797 | loss: 0.0311707 | val_loss: 0.0311796 | Time: 1911.54 ms [2022-04-04 11:19:23 main:574] : INFO : Epoch 1798 | loss: 0.0311693 | val_loss: 0.0311833 | Time: 1633.86 ms [2022-04-04 11:19:24 main:574] : INFO : Epoch 1799 | loss: 0.0311697 | val_loss: 0.0311836 | Time: 1643.06 ms [2022-04-04 11:19:26 main:574] : INFO : Epoch 1800 | loss: 0.03117 | val_loss: 0.0311807 | Time: 1727.56 ms [2022-04-04 11:19:28 main:574] : INFO : Epoch 1801 | loss: 0.0311689 | val_loss: 0.0311814 | Time: 1297.27 ms [2022-04-04 11:19:29 main:574] : INFO : Epoch 1802 | loss: 0.031171 | val_loss: 0.0311866 | Time: 1813.53 ms [2022-04-04 11:19:31 main:574] : INFO : Epoch 1803 | loss: 0.031171 | val_loss: 0.031184 | Time: 1727.02 ms [2022-04-04 11:19:33 main:574] : INFO : Epoch 1804 | loss: 0.0311691 | val_loss: 0.0311839 | Time: 1649.26 ms [2022-04-04 11:19:34 main:574] : INFO : Epoch 1805 | loss: 0.0311743 | val_loss: 0.031181 | Time: 1678.72 ms [2022-04-04 11:19:36 main:574] : INFO : Epoch 1806 | loss: 0.0311724 | val_loss: 0.0311815 | Time: 2073.59 ms [2022-04-04 11:19:38 main:574] : INFO : Epoch 1807 | loss: 0.0311706 | val_loss: 0.0311818 | Time: 1127.05 ms [2022-04-04 11:19:39 main:574] : INFO : Epoch 1808 | loss: 0.0311686 | val_loss: 0.0311828 | Time: 1738.23 ms [2022-04-04 11:19:41 main:574] : INFO : Epoch 1809 | loss: 0.0311687 | val_loss: 0.0311807 | Time: 1660.69 ms [2022-04-04 11:19:43 main:574] : INFO : Epoch 1810 | loss: 0.0311687 | val_loss: 0.0311817 | Time: 1652.6 ms [2022-04-04 11:19:44 main:574] : INFO : Epoch 1811 | loss: 0.0311689 | val_loss: 0.0311816 | Time: 1626.67 ms [2022-04-04 11:19:47 main:574] : INFO : Epoch 1812 | loss: 0.0311688 | val_loss: 0.0311825 | Time: 2243.33 ms [2022-04-04 11:19:48 main:574] : INFO : Epoch 1813 | loss: 0.0311686 | val_loss: 0.0311817 | Time: 1104.62 ms [2022-04-04 11:19:49 main:574] : INFO : Epoch 1814 | loss: 0.031171 | val_loss: 0.0311807 | Time: 1597.13 ms [2022-04-04 11:19:51 main:574] : INFO : Epoch 1815 | loss: 0.0311694 | val_loss: 0.0311818 | Time: 1647.62 ms [2022-04-04 11:19:53 main:574] : INFO : Epoch 1816 | loss: 0.0311707 | val_loss: 0.0311832 | Time: 1632.35 ms [2022-04-04 11:19:54 main:574] : INFO : Epoch 1817 | loss: 0.0311688 | val_loss: 0.0311806 | Time: 1832.09 ms [2022-04-04 11:19:57 main:574] : INFO : Epoch 1818 | loss: 0.0311709 | val_loss: 0.0311844 | Time: 2216.24 ms [2022-04-04 11:19:58 main:574] : INFO : Epoch 1819 | loss: 0.0311713 | val_loss: 0.0311855 | Time: 1032.39 ms [2022-04-04 11:19:59 main:574] : INFO : Epoch 1820 | loss: 0.031168 | val_loss: 0.0311824 | Time: 1538.69 ms [2022-04-04 11:20:01 main:574] : INFO : Epoch 1821 | loss: 0.0311671 | val_loss: 0.0311817 | Time: 1637.68 ms [2022-04-04 11:20:02 main:574] : INFO : Epoch 1822 | loss: 0.0311664 | val_loss: 0.0311841 | Time: 1645.85 ms [2022-04-04 11:20:05 main:574] : INFO : Epoch 1823 | loss: 0.0311668 | val_loss: 0.031182 | Time: 2192.17 ms [2022-04-04 11:20:07 main:574] : INFO : Epoch 1824 | loss: 0.0311701 | val_loss: 0.0311834 | Time: 1882.86 ms [2022-04-04 11:20:08 main:574] : INFO : Epoch 1825 | loss: 0.0311703 | val_loss: 0.0311833 | Time: 1053.03 ms [2022-04-04 11:20:09 main:574] : INFO : Epoch 1826 | loss: 0.0311706 | val_loss: 0.0311837 | Time: 1514.04 ms [2022-04-04 11:20:11 main:574] : INFO : Epoch 1827 | loss: 0.0311686 | val_loss: 0.0311832 | Time: 1690.37 ms [2022-04-04 11:20:12 main:574] : INFO : Epoch 1828 | loss: 0.0311665 | val_loss: 0.0311831 | Time: 1662.58 ms [2022-04-04 11:20:15 main:574] : INFO : Epoch 1829 | loss: 0.0311673 | val_loss: 0.0311799 | Time: 2255.03 ms [2022-04-04 11:20:16 main:574] : INFO : Epoch 1830 | loss: 0.0311682 | val_loss: 0.0311836 | Time: 1783.44 ms [2022-04-04 11:20:18 main:574] : INFO : Epoch 1831 | loss: 0.0311692 | val_loss: 0.0311926 | Time: 1086.91 ms [2022-04-04 11:20:19 main:574] : INFO : Epoch 1832 | loss: 0.0311713 | val_loss: 0.031181 | Time: 1502.91 ms [2022-04-04 11:20:21 main:574] : INFO : Epoch 1833 | loss: 0.0311721 | val_loss: 0.0311828 | Time: 1625.95 ms [2022-04-04 11:20:23 main:574] : INFO : Epoch 1834 | loss: 0.0311729 | val_loss: 0.031181 | Time: 1909.26 ms [2022-04-04 11:20:25 main:574] : INFO : Epoch 1835 | loss: 0.0311753 | val_loss: 0.0311849 | Time: 2088.94 ms [2022-04-04 11:20:26 main:574] : INFO : Epoch 1836 | loss: 0.0311727 | val_loss: 0.031181 | Time: 1658.54 ms [2022-04-04 11:20:27 main:574] : INFO : Epoch 1837 | loss: 0.0311728 | val_loss: 0.0311801 | Time: 1113.43 ms [2022-04-04 11:20:29 main:574] : INFO : Epoch 1838 | loss: 0.0311727 | val_loss: 0.0311814 | Time: 1451.42 ms [2022-04-04 11:20:31 main:574] : INFO : Epoch 1839 | loss: 0.0311743 | val_loss: 0.0311796 | Time: 1640.79 ms [2022-04-04 11:20:33 main:574] : INFO : Epoch 1840 | loss: 0.0311738 | val_loss: 0.0311841 | Time: 2193.15 ms [2022-04-04 11:20:35 main:574] : INFO : Epoch 1841 | loss: 0.0311732 | val_loss: 0.0311793 | Time: 1875.49 ms [2022-04-04 11:20:36 main:574] : INFO : Epoch 1842 | loss: 0.0311732 | val_loss: 0.0311826 | Time: 1643.77 ms [2022-04-04 11:20:37 main:574] : INFO : Epoch 1843 | loss: 0.031172 | val_loss: 0.0311818 | Time: 1171.77 ms [2022-04-04 11:20:39 main:574] : INFO : Epoch 1844 | loss: 0.0311711 | val_loss: 0.0311827 | Time: 1449.12 ms [2022-04-04 11:20:41 main:574] : INFO : Epoch 1845 | loss: 0.0311707 | val_loss: 0.0311843 | Time: 1698.46 ms [2022-04-04 11:20:43 main:574] : INFO : Epoch 1846 | loss: 0.0311719 | val_loss: 0.0311838 | Time: 2329.41 ms [2022-04-04 11:20:45 main:574] : INFO : Epoch 1847 | loss: 0.0311756 | val_loss: 0.0311851 | Time: 1707.97 ms [2022-04-04 11:20:46 main:574] : INFO : Epoch 1848 | loss: 0.0311881 | val_loss: 0.0311895 | Time: 1652.49 ms [2022-04-04 11:20:47 main:574] : INFO : Epoch 1849 | loss: 0.0311908 | val_loss: 0.0311851 | Time: 1158.65 ms [2022-04-04 11:20:49 main:574] : INFO : Epoch 1850 | loss: 0.0311881 | val_loss: 0.0311852 | Time: 1433.74 ms [2022-04-04 11:20:51 main:574] : INFO : Epoch 1851 | loss: 0.0311871 | val_loss: 0.0311839 | Time: 2086.06 ms [2022-04-04 11:20:53 main:574] : INFO : Epoch 1852 | loss: 0.0311859 | val_loss: 0.0311828 | Time: 2000.41 ms [2022-04-04 11:20:55 main:574] : INFO : Epoch 1853 | loss: 0.0311864 | val_loss: 0.031183 | Time: 1653.46 ms [2022-04-04 11:20:56 main:574] : INFO : Epoch 1854 | loss: 0.0311853 | val_loss: 0.0311823 | Time: 1654.63 ms [2022-04-04 11:20:57 main:574] : INFO : Epoch 1855 | loss: 0.0311842 | val_loss: 0.031182 | Time: 1130.44 ms [2022-04-04 11:20:59 main:574] : INFO : Epoch 1856 | loss: 0.0311838 | val_loss: 0.0311829 | Time: 1448.62 ms [2022-04-04 11:21:01 main:574] : INFO : Epoch 1857 | loss: 0.0311834 | val_loss: 0.0311852 | Time: 2219.72 ms [2022-04-04 11:21:03 main:574] : INFO : Epoch 1858 | loss: 0.0311849 | val_loss: 0.0311825 | Time: 1795.41 ms [2022-04-04 11:21:05 main:574] : INFO : Epoch 1859 | loss: 0.0311827 | val_loss: 0.0311814 | Time: 1632.34 ms [2022-04-04 11:21:06 main:574] : INFO : Epoch 1860 | loss: 0.0311827 | val_loss: 0.031182 | Time: 1649.73 ms [2022-04-04 11:21:07 main:574] : INFO : Epoch 1861 | loss: 0.0311825 | val_loss: 0.0311812 | Time: 1208.35 ms [2022-04-04 11:21:09 main:574] : INFO : Epoch 1862 | loss: 0.0311818 | val_loss: 0.0311826 | Time: 1496 ms [2022-04-04 11:21:11 main:574] : INFO : Epoch 1863 | loss: 0.0311812 | val_loss: 0.0311814 | Time: 2256.16 ms [2022-04-04 11:21:13 main:574] : INFO : Epoch 1864 | loss: 0.0311817 | val_loss: 0.0311816 | Time: 1635.43 ms [2022-04-04 11:21:14 main:574] : INFO : Epoch 1865 | loss: 0.0311812 | val_loss: 0.0311817 | Time: 1660.25 ms [2022-04-04 11:21:16 main:574] : INFO : Epoch 1866 | loss: 0.0311809 | val_loss: 0.0311824 | Time: 1654.82 ms [2022-04-04 11:21:17 main:574] : INFO : Epoch 1867 | loss: 0.0311817 | val_loss: 0.0311811 | Time: 1251.05 ms [2022-04-04 11:21:19 main:574] : INFO : Epoch 1868 | loss: 0.0311821 | val_loss: 0.0311816 | Time: 1858.17 ms [2022-04-04 11:21:21 main:574] : INFO : Epoch 1869 | loss: 0.0311806 | val_loss: 0.0311807 | Time: 1883.64 ms [2022-04-04 11:21:23 main:574] : INFO : Epoch 1870 | loss: 0.0311798 | val_loss: 0.031181 | Time: 1645.78 ms [2022-04-04 11:21:24 main:574] : INFO : Epoch 1871 | loss: 0.0311802 | val_loss: 0.0311803 | Time: 1632.32 ms [2022-04-04 11:21:26 main:574] : INFO : Epoch 1872 | loss: 0.0311804 | val_loss: 0.0311846 | Time: 1692.27 ms [2022-04-04 11:21:27 main:574] : INFO : Epoch 1873 | loss: 0.0311803 | val_loss: 0.0311797 | Time: 1341.61 ms [2022-04-04 11:21:29 main:574] : INFO : Epoch 1874 | loss: 0.0311802 | val_loss: 0.0311805 | Time: 1778.75 ms [2022-04-04 11:21:31 main:574] : INFO : Epoch 1875 | loss: 0.0311801 | val_loss: 0.0311817 | Time: 1762.83 ms [2022-04-04 11:21:33 main:574] : INFO : Epoch 1876 | loss: 0.03118 | val_loss: 0.0311806 | Time: 1647.22 ms [2022-04-04 11:21:34 main:574] : INFO : Epoch 1877 | loss: 0.0311792 | val_loss: 0.0311817 | Time: 1651.9 ms [2022-04-04 11:21:36 main:574] : INFO : Epoch 1878 | loss: 0.031183 | val_loss: 0.0311869 | Time: 2069.85 ms [2022-04-04 11:21:38 main:574] : INFO : Epoch 1879 | loss: 0.0311802 | val_loss: 0.0311818 | Time: 1207.85 ms [2022-04-04 11:21:39 main:574] : INFO : Epoch 1880 | loss: 0.0311809 | val_loss: 0.0311811 | Time: 1710.08 ms [2022-04-04 11:21:41 main:574] : INFO : Epoch 1881 | loss: 0.0311792 | val_loss: 0.0311802 | Time: 1650.75 ms [2022-04-04 11:21:43 main:574] : INFO : Epoch 1882 | loss: 0.0311793 | val_loss: 0.0311822 | Time: 1619.12 ms [2022-04-04 11:21:44 main:574] : INFO : Epoch 1883 | loss: 0.0311793 | val_loss: 0.0311821 | Time: 1671.58 ms [2022-04-04 11:21:46 main:574] : INFO : Epoch 1884 | loss: 0.0311792 | val_loss: 0.0311808 | Time: 2171.09 ms [2022-04-04 11:21:48 main:574] : INFO : Epoch 1885 | loss: 0.031179 | val_loss: 0.0311815 | Time: 1118.43 ms [2022-04-04 11:21:49 main:574] : INFO : Epoch 1886 | loss: 0.0311777 | val_loss: 0.0311808 | Time: 1560.88 ms [2022-04-04 11:21:51 main:574] : INFO : Epoch 1887 | loss: 0.0311787 | val_loss: 0.0311807 | Time: 1644.39 ms [2022-04-04 11:21:52 main:574] : INFO : Epoch 1888 | loss: 0.0311771 | val_loss: 0.0311803 | Time: 1626.57 ms [2022-04-04 11:21:54 main:574] : INFO : Epoch 1889 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 1781.47 ms [2022-04-04 11:21:56 main:574] : INFO : Epoch 1890 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 2183.56 ms [2022-04-04 11:21:57 main:574] : INFO : Epoch 1891 | loss: 0.0311798 | val_loss: 0.0311806 | Time: 1129.67 ms [2022-04-04 11:21:59 main:574] : INFO : Epoch 1892 | loss: 0.0311825 | val_loss: 0.0311849 | Time: 1413.57 ms [2022-04-04 11:22:01 main:574] : INFO : Epoch 1893 | loss: 0.0311826 | val_loss: 0.0311829 | Time: 1636.14 ms [2022-04-04 11:22:02 main:574] : INFO : Epoch 1894 | loss: 0.0311829 | val_loss: 0.0311805 | Time: 1671.05 ms [2022-04-04 11:22:04 main:574] : INFO : Epoch 1895 | loss: 0.0311809 | val_loss: 0.031179 | Time: 2139.45 ms [2022-04-04 11:22:06 main:574] : INFO : Epoch 1896 | loss: 0.0311792 | val_loss: 0.0311779 | Time: 1868.97 ms [2022-04-04 11:22:07 main:574] : INFO : Epoch 1897 | loss: 0.0311796 | val_loss: 0.0311828 | Time: 1199.25 ms [2022-04-04 11:22:09 main:574] : INFO : Epoch 1898 | loss: 0.0311809 | val_loss: 0.0311795 | Time: 1381.49 ms [2022-04-04 11:22:10 main:574] : INFO : Epoch 1899 | loss: 0.0311784 | val_loss: 0.0311789 | Time: 1644.64 ms [2022-04-04 11:22:12 main:574] : INFO : Epoch 1900 | loss: 0.0311781 | val_loss: 0.0311802 | Time: 1677.11 ms [2022-04-04 11:22:14 main:574] : INFO : Epoch 1901 | loss: 0.0311785 | val_loss: 0.0311819 | Time: 2193.79 ms [2022-04-04 11:22:16 main:574] : INFO : Epoch 1902 | loss: 0.0311773 | val_loss: 0.031178 | Time: 1723.33 ms [2022-04-04 11:22:17 main:574] : INFO : Epoch 1903 | loss: 0.0311782 | val_loss: 0.031178 | Time: 1248.15 ms [2022-04-04 11:22:19 main:574] : INFO : Epoch 1904 | loss: 0.0311769 | val_loss: 0.0311777 | Time: 1321.51 ms [2022-04-04 11:22:20 main:574] : INFO : Epoch 1905 | loss: 0.0311763 | val_loss: 0.0311777 | Time: 1632.77 ms [2022-04-04 11:22:22 main:574] : INFO : Epoch 1906 | loss: 0.031179 | val_loss: 0.0311808 | Time: 1904.06 ms [2022-04-04 11:22:24 main:574] : INFO : Epoch 1907 | loss: 0.0311763 | val_loss: 0.0311777 | Time: 2068.09 ms [2022-04-04 11:22:26 main:574] : INFO : Epoch 1908 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 1654.69 ms [2022-04-04 11:22:27 main:574] : INFO : Epoch 1909 | loss: 0.031177 | val_loss: 0.0311778 | Time: 1353.18 ms [2022-04-04 11:22:28 main:574] : INFO : Epoch 1910 | loss: 0.0311761 | val_loss: 0.0311782 | Time: 1215.85 ms [2022-04-04 11:22:30 main:574] : INFO : Epoch 1911 | loss: 0.0311758 | val_loss: 0.031177 | Time: 1633.3 ms [2022-04-04 11:22:32 main:574] : INFO : Epoch 1912 | loss: 0.0311762 | val_loss: 0.0311811 | Time: 2167.01 ms [2022-04-04 11:22:34 main:574] : INFO : Epoch 1913 | loss: 0.0311767 | val_loss: 0.0311781 | Time: 1836.01 ms [2022-04-04 11:22:36 main:574] : INFO : Epoch 1914 | loss: 0.0311747 | val_loss: 0.031178 | Time: 1656.07 ms [2022-04-04 11:22:37 main:574] : INFO : Epoch 1915 | loss: 0.0311742 | val_loss: 0.0311776 | Time: 1375.48 ms [2022-04-04 11:22:38 main:574] : INFO : Epoch 1916 | loss: 0.0311756 | val_loss: 0.0311802 | Time: 1182.39 ms [2022-04-04 11:22:40 main:574] : INFO : Epoch 1917 | loss: 0.0311749 | val_loss: 0.0311768 | Time: 1675.26 ms [2022-04-04 11:22:42 main:574] : INFO : Epoch 1918 | loss: 0.0311746 | val_loss: 0.0311792 | Time: 2273.6 ms [2022-04-04 11:22:44 main:574] : INFO : Epoch 1919 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 1743.52 ms [2022-04-04 11:22:46 main:574] : INFO : Epoch 1920 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 1626.34 ms [2022-04-04 11:22:47 main:574] : INFO : Epoch 1921 | loss: 0.0311752 | val_loss: 0.0311779 | Time: 1440.01 ms [2022-04-04 11:22:48 main:574] : INFO : Epoch 1922 | loss: 0.0311784 | val_loss: 0.0311803 | Time: 1181.52 ms [2022-04-04 11:22:50 main:574] : INFO : Epoch 1923 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 2049.28 ms [2022-04-04 11:22:52 main:574] : INFO : Epoch 1924 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 1948.58 ms [2022-04-04 11:22:54 main:574] : INFO : Epoch 1925 | loss: 0.0311774 | val_loss: 0.0311827 | Time: 1648.3 ms [2022-04-04 11:22:56 main:574] : INFO : Epoch 1926 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 1662.95 ms [2022-04-04 11:22:57 main:574] : INFO : Epoch 1927 | loss: 0.0311755 | val_loss: 0.031178 | Time: 1462.03 ms [2022-04-04 11:22:58 main:574] : INFO : Epoch 1928 | loss: 0.0311756 | val_loss: 0.0311788 | Time: 1095.39 ms [2022-04-04 11:23:00 main:574] : INFO : Epoch 1929 | loss: 0.0311751 | val_loss: 0.0311777 | Time: 2159.35 ms [2022-04-04 11:23:02 main:574] : INFO : Epoch 1930 | loss: 0.0311759 | val_loss: 0.0311786 | Time: 1826.03 ms [2022-04-04 11:23:04 main:574] : INFO : Epoch 1931 | loss: 0.0311747 | val_loss: 0.0311778 | Time: 1647.32 ms [2022-04-04 11:23:05 main:574] : INFO : Epoch 1932 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 1650.73 ms [2022-04-04 11:23:07 main:574] : INFO : Epoch 1933 | loss: 0.031174 | val_loss: 0.031178 | Time: 1503.7 ms [2022-04-04 11:23:08 main:574] : INFO : Epoch 1934 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 1079.02 ms [2022-04-04 11:23:10 main:574] : INFO : Epoch 1935 | loss: 0.0311742 | val_loss: 0.0311799 | Time: 2307.28 ms [2022-04-04 11:23:12 main:574] : INFO : Epoch 1936 | loss: 0.0311729 | val_loss: 0.03118 | Time: 1661.41 ms [2022-04-04 11:23:14 main:574] : INFO : Epoch 1937 | loss: 0.031175 | val_loss: 0.0311791 | Time: 1637.35 ms [2022-04-04 11:23:15 main:574] : INFO : Epoch 1938 | loss: 0.0311728 | val_loss: 0.0311781 | Time: 1641.76 ms [2022-04-04 11:23:17 main:574] : INFO : Epoch 1939 | loss: 0.031174 | val_loss: 0.0311832 | Time: 1684.24 ms [2022-04-04 11:23:18 main:574] : INFO : Epoch 1940 | loss: 0.0311754 | val_loss: 0.0311787 | Time: 1253.86 ms [2022-04-04 11:23:20 main:574] : INFO : Epoch 1941 | loss: 0.0311732 | val_loss: 0.0311787 | Time: 1999.83 ms [2022-04-04 11:23:22 main:574] : INFO : Epoch 1942 | loss: 0.031173 | val_loss: 0.0311806 | Time: 1633.68 ms [2022-04-04 11:23:24 main:574] : INFO : Epoch 1943 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 1655.08 ms [2022-04-04 11:23:25 main:574] : INFO : Epoch 1944 | loss: 0.0311732 | val_loss: 0.0311819 | Time: 1656.99 ms [2022-04-04 11:23:27 main:574] : INFO : Epoch 1945 | loss: 0.0311767 | val_loss: 0.0311836 | Time: 1905.86 ms [2022-04-04 11:23:28 main:574] : INFO : Epoch 1946 | loss: 0.0311814 | val_loss: 0.0311783 | Time: 1221.05 ms [2022-04-04 11:23:30 main:574] : INFO : Epoch 1947 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 1787.38 ms [2022-04-04 11:23:32 main:574] : INFO : Epoch 1948 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 1636.78 ms [2022-04-04 11:23:33 main:574] : INFO : Epoch 1949 | loss: 0.0311781 | val_loss: 0.0311798 | Time: 1633.44 ms [2022-04-04 11:23:35 main:574] : INFO : Epoch 1950 | loss: 0.0311774 | val_loss: 0.0311806 | Time: 1744.13 ms [2022-04-04 11:23:37 main:574] : INFO : Epoch 1951 | loss: 0.0311774 | val_loss: 0.0311817 | Time: 1915.96 ms [2022-04-04 11:23:38 main:574] : INFO : Epoch 1952 | loss: 0.0311773 | val_loss: 0.0311786 | Time: 1237.31 ms [2022-04-04 11:23:40 main:574] : INFO : Epoch 1953 | loss: 0.0311838 | val_loss: 0.03118 | Time: 1689.58 ms [2022-04-04 11:23:42 main:574] : INFO : Epoch 1954 | loss: 0.0311804 | val_loss: 0.031182 | Time: 1632.88 ms [2022-04-04 11:23:43 main:574] : INFO : Epoch 1955 | loss: 0.0311804 | val_loss: 0.0311797 | Time: 1663.98 ms [2022-04-04 11:23:45 main:574] : INFO : Epoch 1956 | loss: 0.0311786 | val_loss: 0.0311804 | Time: 2092.73 ms [2022-04-04 11:23:47 main:574] : INFO : Epoch 1957 | loss: 0.0311809 | val_loss: 0.03118 | Time: 1701.53 ms [2022-04-04 11:23:48 main:574] : INFO : Epoch 1958 | loss: 0.0311806 | val_loss: 0.0311863 | Time: 1193.62 ms [2022-04-04 11:23:50 main:574] : INFO : Epoch 1959 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 1649.69 ms [2022-04-04 11:23:52 main:574] : INFO : Epoch 1960 | loss: 0.0311777 | val_loss: 0.0311789 | Time: 1638.85 ms [2022-04-04 11:23:53 main:574] : INFO : Epoch 1961 | loss: 0.0311775 | val_loss: 0.0311797 | Time: 1675.84 ms [2022-04-04 11:23:55 main:574] : INFO : Epoch 1962 | loss: 0.0311766 | val_loss: 0.0311791 | Time: 2179.99 ms [2022-04-04 11:23:57 main:574] : INFO : Epoch 1963 | loss: 0.031176 | val_loss: 0.0311786 | Time: 1586.27 ms [2022-04-04 11:23:58 main:574] : INFO : Epoch 1964 | loss: 0.0311781 | val_loss: 0.0311848 | Time: 1099.23 ms [2022-04-04 11:24:00 main:574] : INFO : Epoch 1965 | loss: 0.0311823 | val_loss: 0.0311808 | Time: 1649.26 ms [2022-04-04 11:24:01 main:574] : INFO : Epoch 1966 | loss: 0.0311799 | val_loss: 0.0311792 | Time: 1650.74 ms [2022-04-04 11:24:03 main:574] : INFO : Epoch 1967 | loss: 0.0311766 | val_loss: 0.0311795 | Time: 1934.32 ms [2022-04-04 11:24:05 main:574] : INFO : Epoch 1968 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 2084.25 ms [2022-04-04 11:24:07 main:574] : INFO : Epoch 1969 | loss: 0.0311822 | val_loss: 0.0311927 | Time: 1503.71 ms [2022-04-04 11:24:08 main:574] : INFO : Epoch 1970 | loss: 0.0311889 | val_loss: 0.0311844 | Time: 1063.9 ms [2022-04-04 11:24:10 main:574] : INFO : Epoch 1971 | loss: 0.0311845 | val_loss: 0.0311796 | Time: 1653.04 ms [2022-04-04 11:24:11 main:574] : INFO : Epoch 1972 | loss: 0.0311799 | val_loss: 0.0311797 | Time: 1664.46 ms [2022-04-04 11:24:14 main:574] : INFO : Epoch 1973 | loss: 0.0311809 | val_loss: 0.0311809 | Time: 2158.63 ms [2022-04-04 11:24:15 main:574] : INFO : Epoch 1974 | loss: 0.0311793 | val_loss: 0.0311814 | Time: 1810.42 ms [2022-04-04 11:24:17 main:574] : INFO : Epoch 1975 | loss: 0.0311804 | val_loss: 0.0311822 | Time: 1578.86 ms [2022-04-04 11:24:18 main:574] : INFO : Epoch 1976 | loss: 0.0311826 | val_loss: 0.0311818 | Time: 975.106 ms [2022-04-04 11:24:20 main:574] : INFO : Epoch 1977 | loss: 0.0311816 | val_loss: 0.0311818 | Time: 1639.87 ms [2022-04-04 11:24:21 main:574] : INFO : Epoch 1978 | loss: 0.0311822 | val_loss: 0.0311808 | Time: 1875.44 ms [2022-04-04 11:24:24 main:574] : INFO : Epoch 1979 | loss: 0.0311816 | val_loss: 0.0311813 | Time: 2334.71 ms [2022-04-04 11:24:25 main:574] : INFO : Epoch 1980 | loss: 0.0311809 | val_loss: 0.0311846 | Time: 1679.69 ms [2022-04-04 11:24:27 main:574] : INFO : Epoch 1981 | loss: 0.0311823 | val_loss: 0.0311851 | Time: 1518.37 ms [2022-04-04 11:24:28 main:574] : INFO : Epoch 1982 | loss: 0.031183 | val_loss: 0.0311882 | Time: 1017.53 ms [2022-04-04 11:24:30 main:574] : INFO : Epoch 1983 | loss: 0.0311814 | val_loss: 0.031181 | Time: 1668.39 ms [2022-04-04 11:24:32 main:574] : INFO : Epoch 1984 | loss: 0.0311797 | val_loss: 0.0311817 | Time: 2138.36 ms [2022-04-04 11:24:34 main:574] : INFO : Epoch 1985 | loss: 0.0311803 | val_loss: 0.0311808 | Time: 1902.7 ms [2022-04-04 11:24:35 main:574] : INFO : Epoch 1986 | loss: 0.0311792 | val_loss: 0.031181 | Time: 1664.4 ms [2022-04-04 11:24:37 main:574] : INFO : Epoch 1987 | loss: 0.0311879 | val_loss: 0.0311912 | Time: 1555.02 ms [2022-04-04 11:24:38 main:574] : INFO : Epoch 1988 | loss: 0.0312137 | val_loss: 0.0312146 | Time: 1019.39 ms [2022-04-04 11:24:40 main:574] : INFO : Epoch 1989 | loss: 0.0312186 | val_loss: 0.0312125 | Time: 1715.84 ms [2022-04-04 11:24:42 main:574] : INFO : Epoch 1990 | loss: 0.0312166 | val_loss: 0.0312112 | Time: 2147.14 ms [2022-04-04 11:24:44 main:574] : INFO : Epoch 1991 | loss: 0.031215 | val_loss: 0.0312106 | Time: 1766.84 ms [2022-04-04 11:24:45 main:574] : INFO : Epoch 1992 | loss: 0.0312154 | val_loss: 0.0312116 | Time: 1651.01 ms [2022-04-04 11:24:47 main:574] : INFO : Epoch 1993 | loss: 0.0312142 | val_loss: 0.0312137 | Time: 1630.1 ms [2022-04-04 11:24:48 main:574] : INFO : Epoch 1994 | loss: 0.0312141 | val_loss: 0.0312105 | Time: 957.885 ms [2022-04-04 11:24:50 main:574] : INFO : Epoch 1995 | loss: 0.0312118 | val_loss: 0.0312081 | Time: 1894.04 ms [2022-04-04 11:24:52 main:574] : INFO : Epoch 1996 | loss: 0.0312119 | val_loss: 0.0312057 | Time: 2025.19 ms [2022-04-04 11:24:53 main:574] : INFO : Epoch 1997 | loss: 0.0312098 | val_loss: 0.0312068 | Time: 1659.89 ms [2022-04-04 11:24:55 main:574] : INFO : Epoch 1998 | loss: 0.0312098 | val_loss: 0.031202 | Time: 1651.2 ms [2022-04-04 11:24:57 main:574] : INFO : Epoch 1999 | loss: 0.0312045 | val_loss: 0.0312015 | Time: 1655.01 ms [2022-04-04 11:24:58 main:574] : INFO : Epoch 2000 | loss: 0.0312018 | val_loss: 0.0311964 | Time: 988.907 ms [2022-04-04 11:25:00 main:574] : INFO : Epoch 2001 | loss: 0.0312 | val_loss: 0.0311968 | Time: 2014.64 ms [2022-04-04 11:25:02 main:574] : INFO : Epoch 2002 | loss: 0.0311999 | val_loss: 0.0311945 | Time: 1805.1 ms [2022-04-04 11:25:03 main:574] : INFO : Epoch 2003 | loss: 0.0311997 | val_loss: 0.0311985 | Time: 1683.94 ms [2022-04-04 11:25:05 main:574] : INFO : Epoch 2004 | loss: 0.0312008 | val_loss: 0.0311948 | Time: 1654.5 ms [2022-04-04 11:25:07 main:574] : INFO : Epoch 2005 | loss: 0.0311971 | val_loss: 0.0312014 | Time: 1729.7 ms [2022-04-04 11:25:08 main:574] : INFO : Epoch 2006 | loss: 0.0312165 | val_loss: 0.0312147 | Time: 1079.62 ms [2022-04-04 11:25:10 main:574] : INFO : Epoch 2007 | loss: 0.0312219 | val_loss: 0.0312131 | Time: 2095.14 ms [2022-04-04 11:25:11 main:574] : INFO : Epoch 2008 | loss: 0.0312197 | val_loss: 0.0312116 | Time: 1677.06 ms [2022-04-04 11:25:13 main:574] : INFO : Epoch 2009 | loss: 0.0312182 | val_loss: 0.0312104 | Time: 1673.24 ms [2022-04-04 11:25:15 main:574] : INFO : Epoch 2010 | loss: 0.0312159 | val_loss: 0.0312093 | Time: 1650.08 ms [2022-04-04 11:25:17 main:574] : INFO : Epoch 2011 | loss: 0.0312153 | val_loss: 0.0312101 | Time: 2068.95 ms [2022-04-04 11:25:18 main:574] : INFO : Epoch 2012 | loss: 0.0312138 | val_loss: 0.0312108 | Time: 953.09 ms [2022-04-04 11:25:20 main:574] : INFO : Epoch 2013 | loss: 0.0312152 | val_loss: 0.0312081 | Time: 1841.15 ms [2022-04-04 11:25:21 main:574] : INFO : Epoch 2014 | loss: 0.0312129 | val_loss: 0.0312059 | Time: 1695.81 ms [2022-04-04 11:25:23 main:574] : INFO : Epoch 2015 | loss: 0.0312127 | val_loss: 0.0312059 | Time: 1635.46 ms [2022-04-04 11:25:25 main:574] : INFO : Epoch 2016 | loss: 0.0312119 | val_loss: 0.0312056 | Time: 1705.12 ms [2022-04-04 11:25:27 main:574] : INFO : Epoch 2017 | loss: 0.0312155 | val_loss: 0.0312084 | Time: 2116.72 ms [2022-04-04 11:25:28 main:574] : INFO : Epoch 2018 | loss: 0.0312161 | val_loss: 0.0312092 | Time: 958.33 ms [2022-04-04 11:25:30 main:574] : INFO : Epoch 2019 | loss: 0.0312149 | val_loss: 0.0312067 | Time: 1757.88 ms [2022-04-04 11:25:31 main:574] : INFO : Epoch 2020 | loss: 0.0312144 | val_loss: 0.0312095 | Time: 1629.61 ms [2022-04-04 11:25:33 main:574] : INFO : Epoch 2021 | loss: 0.0312124 | val_loss: 0.031205 | Time: 1634.42 ms [2022-04-04 11:25:35 main:574] : INFO : Epoch 2022 | loss: 0.0312112 | val_loss: 0.031204 | Time: 1993.25 ms [2022-04-04 11:25:37 main:574] : INFO : Epoch 2023 | loss: 0.031211 | val_loss: 0.0312042 | Time: 1913.51 ms [2022-04-04 11:25:38 main:574] : INFO : Epoch 2024 | loss: 0.0312099 | val_loss: 0.0312051 | Time: 1007.37 ms [2022-04-04 11:25:39 main:574] : INFO : Epoch 2025 | loss: 0.0312088 | val_loss: 0.0312031 | Time: 1553.18 ms [2022-04-04 11:25:41 main:574] : INFO : Epoch 2026 | loss: 0.0312082 | val_loss: 0.0312035 | Time: 1648.43 ms [2022-04-04 11:25:43 main:574] : INFO : Epoch 2027 | loss: 0.0312079 | val_loss: 0.0312027 | Time: 1630.8 ms [2022-04-04 11:25:45 main:574] : INFO : Epoch 2028 | loss: 0.0312081 | val_loss: 0.0312038 | Time: 2177.3 ms [2022-04-04 11:25:47 main:574] : INFO : Epoch 2029 | loss: 0.0312076 | val_loss: 0.031202 | Time: 1800.7 ms [2022-04-04 11:25:48 main:574] : INFO : Epoch 2030 | loss: 0.031209 | val_loss: 0.0312091 | Time: 1062.69 ms [2022-04-04 11:25:49 main:574] : INFO : Epoch 2031 | loss: 0.031214 | val_loss: 0.0312108 | Time: 1490.54 ms [2022-04-04 11:25:51 main:574] : INFO : Epoch 2032 | loss: 0.0312116 | val_loss: 0.031209 | Time: 1647.27 ms [2022-04-04 11:25:53 main:574] : INFO : Epoch 2033 | loss: 0.03121 | val_loss: 0.0312051 | Time: 1798.56 ms [2022-04-04 11:25:55 main:574] : INFO : Epoch 2034 | loss: 0.031209 | val_loss: 0.0312092 | Time: 2221.53 ms [2022-04-04 11:25:56 main:574] : INFO : Epoch 2035 | loss: 0.0312102 | val_loss: 0.0312038 | Time: 1653.52 ms [2022-04-04 11:25:58 main:574] : INFO : Epoch 2036 | loss: 0.0312059 | val_loss: 0.0312047 | Time: 1108.77 ms [2022-04-04 11:25:59 main:574] : INFO : Epoch 2037 | loss: 0.031208 | val_loss: 0.0312026 | Time: 1463.85 ms [2022-04-04 11:26:01 main:574] : INFO : Epoch 2038 | loss: 0.0312081 | val_loss: 0.031207 | Time: 1654.9 ms [2022-04-04 11:26:03 main:574] : INFO : Epoch 2039 | loss: 0.0312045 | val_loss: 0.0312072 | Time: 2155.49 ms [2022-04-04 11:26:05 main:574] : INFO : Epoch 2040 | loss: 0.0312046 | val_loss: 0.0312072 | Time: 1844.43 ms [2022-04-04 11:26:06 main:574] : INFO : Epoch 2041 | loss: 0.0312033 | val_loss: 0.0312027 | Time: 1653.97 ms [2022-04-04 11:26:08 main:574] : INFO : Epoch 2042 | loss: 0.0312022 | val_loss: 0.031202 | Time: 1169.68 ms [2022-04-04 11:26:09 main:574] : INFO : Epoch 2043 | loss: 0.0312017 | val_loss: 0.0312031 | Time: 1393.77 ms [2022-04-04 11:26:11 main:574] : INFO : Epoch 2044 | loss: 0.0312015 | val_loss: 0.0312026 | Time: 1672.46 ms [2022-04-04 11:26:13 main:574] : INFO : Epoch 2045 | loss: 0.0312027 | val_loss: 0.031202 | Time: 2331.89 ms [2022-04-04 11:26:15 main:574] : INFO : Epoch 2046 | loss: 0.0312008 | val_loss: 0.031202 | Time: 1727.93 ms [2022-04-04 11:26:16 main:574] : INFO : Epoch 2047 | loss: 0.0312013 | val_loss: 0.0312052 | Time: 1650.89 ms [2022-04-04 11:26:18 main:574] : INFO : Epoch 2048 | loss: 0.0312016 | val_loss: 0.0312018 | Time: 1177.1 ms [2022-04-04 11:26:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312018 [2022-04-04 11:26:18 main:603] : INFO : Saving end state to config to file [2022-04-04 11:26:18 main:608] : INFO : Success, exiting.. 11:26:18 (34552): 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)