Task 6763823
| Name | ParityMachine-1627976910-11368-3_0 |
| Workunit | 4503392 |
| Created | 20 Aug 2021, 10:09:59 UTC |
| Sent | 25 Aug 2021, 23:02:58 UTC |
| Report deadline | 1 Sep 2021, 23:02:58 UTC |
| Received | 26 Aug 2021, 1:03:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6746 |
| Run time | 1 hours 1 min 7 sec |
| CPU time | 58 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,733.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311746 | val_loss: 0.0311844 | Time: 1697.35 ms
[2021-08-26 01:50:02 main:574] : INFO : Epoch 1543 | loss: 0.0311733 | val_loss: 0.0311847 | Time: 1724.98 ms
[2021-08-26 01:50:03 main:574] : INFO : Epoch 1544 | loss: 0.0311732 | val_loss: 0.0311861 | Time: 1682.56 ms
[2021-08-26 01:50:05 main:574] : INFO : Epoch 1545 | loss: 0.031173 | val_loss: 0.0311855 | Time: 1830.22 ms
[2021-08-26 01:50:07 main:574] : INFO : Epoch 1546 | loss: 0.0311732 | val_loss: 0.0311847 | Time: 1878.64 ms
[2021-08-26 01:50:09 main:574] : INFO : Epoch 1547 | loss: 0.0311732 | val_loss: 0.0311861 | Time: 1765.03 ms
[2021-08-26 01:50:11 main:574] : INFO : Epoch 1548 | loss: 0.0311751 | val_loss: 0.0311856 | Time: 1756.05 ms
[2021-08-26 01:50:12 main:574] : INFO : Epoch 1549 | loss: 0.0311777 | val_loss: 0.0311865 | Time: 1683.16 ms
[2021-08-26 01:50:14 main:574] : INFO : Epoch 1550 | loss: 0.0311746 | val_loss: 0.0311855 | Time: 1941.67 ms
[2021-08-26 01:50:16 main:574] : INFO : Epoch 1551 | loss: 0.0311744 | val_loss: 0.0311886 | Time: 1896.28 ms
[2021-08-26 01:50:18 main:574] : INFO : Epoch 1552 | loss: 0.0311742 | val_loss: 0.0311859 | Time: 1719.74 ms
[2021-08-26 01:50:20 main:574] : INFO : Epoch 1553 | loss: 0.031173 | val_loss: 0.0311859 | Time: 1693.31 ms
[2021-08-26 01:50:21 main:574] : INFO : Epoch 1554 | loss: 0.0311732 | val_loss: 0.0311851 | Time: 1884.45 ms
[2021-08-26 01:50:23 main:574] : INFO : Epoch 1555 | loss: 0.0311736 | val_loss: 0.0311906 | Time: 1738.14 ms
[2021-08-26 01:50:25 main:574] : INFO : Epoch 1556 | loss: 0.0311754 | val_loss: 0.0311911 | Time: 1793.98 ms
[2021-08-26 01:50:27 main:574] : INFO : Epoch 1557 | loss: 0.0311758 | val_loss: 0.0311855 | Time: 1775.12 ms
[2021-08-26 01:50:29 main:574] : INFO : Epoch 1558 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 1970.43 ms
[2021-08-26 01:50:31 main:574] : INFO : Epoch 1559 | loss: 0.0311757 | val_loss: 0.0311861 | Time: 1787.31 ms
[2021-08-26 01:50:32 main:574] : INFO : Epoch 1560 | loss: 0.0311768 | val_loss: 0.0311894 | Time: 1869.88 ms
[2021-08-26 01:50:34 main:574] : INFO : Epoch 1561 | loss: 0.031176 | val_loss: 0.0311831 | Time: 1940.71 ms
[2021-08-26 01:50:36 main:574] : INFO : Epoch 1562 | loss: 0.0311759 | val_loss: 0.0311869 | Time: 1694.19 ms
[2021-08-26 01:50:38 main:574] : INFO : Epoch 1563 | loss: 0.0311755 | val_loss: 0.0311838 | Time: 1688.91 ms
[2021-08-26 01:50:40 main:574] : INFO : Epoch 1564 | loss: 0.031176 | val_loss: 0.0311838 | Time: 1933.53 ms
[2021-08-26 01:50:41 main:574] : INFO : Epoch 1565 | loss: 0.0311748 | val_loss: 0.0311825 | Time: 1706.41 ms
[2021-08-26 01:50:43 main:574] : INFO : Epoch 1566 | loss: 0.0311735 | val_loss: 0.0311823 | Time: 1716.46 ms
[2021-08-26 01:50:45 main:574] : INFO : Epoch 1567 | loss: 0.031172 | val_loss: 0.0311841 | Time: 1724.68 ms
[2021-08-26 01:50:47 main:574] : INFO : Epoch 1568 | loss: 0.0311722 | val_loss: 0.0311824 | Time: 1708.57 ms
[2021-08-26 01:50:49 main:574] : INFO : Epoch 1569 | loss: 0.0311727 | val_loss: 0.0311842 | Time: 1959.83 ms
[2021-08-26 01:50:50 main:574] : INFO : Epoch 1570 | loss: 0.0311723 | val_loss: 0.0311852 | Time: 1700.83 ms
[2021-08-26 01:50:52 main:574] : INFO : Epoch 1571 | loss: 0.0311728 | val_loss: 0.0311816 | Time: 1807.27 ms
[2021-08-26 01:50:54 main:574] : INFO : Epoch 1572 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 1697.38 ms
[2021-08-26 01:50:55 main:574] : INFO : Epoch 1573 | loss: 0.0311732 | val_loss: 0.0311821 | Time: 1682.94 ms
[2021-08-26 01:50:57 main:574] : INFO : Epoch 1574 | loss: 0.0311726 | val_loss: 0.0311833 | Time: 1803.5 ms
[2021-08-26 01:50:59 main:574] : INFO : Epoch 1575 | loss: 0.0311732 | val_loss: 0.0311815 | Time: 1817.63 ms
[2021-08-26 01:51:01 main:574] : INFO : Epoch 1576 | loss: 0.031172 | val_loss: 0.0311822 | Time: 1774.4 ms
[2021-08-26 01:51:03 main:574] : INFO : Epoch 1577 | loss: 0.0311727 | val_loss: 0.0311826 | Time: 1777.35 ms
[2021-08-26 01:51:05 main:574] : INFO : Epoch 1578 | loss: 0.0311729 | val_loss: 0.0311816 | Time: 1887.77 ms
[2021-08-26 01:51:06 main:574] : INFO : Epoch 1579 | loss: 0.0311722 | val_loss: 0.0311839 | Time: 1763.31 ms
[2021-08-26 01:51:08 main:574] : INFO : Epoch 1580 | loss: 0.0311721 | val_loss: 0.0311816 | Time: 1777.73 ms
[2021-08-26 01:51:10 main:574] : INFO : Epoch 1581 | loss: 0.0311739 | val_loss: 0.0311834 | Time: 1718.38 ms
[2021-08-26 01:51:11 main:574] : INFO : Epoch 1582 | loss: 0.0311728 | val_loss: 0.031184 | Time: 1671.89 ms
[2021-08-26 01:51:13 main:574] : INFO : Epoch 1583 | loss: 0.0311722 | val_loss: 0.0311855 | Time: 1709.95 ms
[2021-08-26 01:51:15 main:574] : INFO : Epoch 1584 | loss: 0.0311729 | val_loss: 0.0311837 | Time: 1718.74 ms
[2021-08-26 01:51:17 main:574] : INFO : Epoch 1585 | loss: 0.0311729 | val_loss: 0.0311831 | Time: 1794.24 ms
[2021-08-26 01:51:19 main:574] : INFO : Epoch 1586 | loss: 0.0311728 | val_loss: 0.031184 | Time: 1833.51 ms
[2021-08-26 01:51:20 main:574] : INFO : Epoch 1587 | loss: 0.0311742 | val_loss: 0.0311851 | Time: 1671.11 ms
[2021-08-26 01:51:22 main:574] : INFO : Epoch 1588 | loss: 0.0311726 | val_loss: 0.0311828 | Time: 1780.03 ms
[2021-08-26 01:51:24 main:574] : INFO : Epoch 1589 | loss: 0.031171 | val_loss: 0.031181 | Time: 1694.09 ms
[2021-08-26 01:51:25 main:574] : INFO : Epoch 1590 | loss: 0.0311717 | val_loss: 0.0311809 | Time: 1729.96 ms
[2021-08-26 01:51:27 main:574] : INFO : Epoch 1591 | loss: 0.0311721 | val_loss: 0.0311817 | Time: 1713.52 ms
[2021-08-26 01:51:29 main:574] : INFO : Epoch 1592 | loss: 0.0311713 | val_loss: 0.0311814 | Time: 1735.29 ms
[2021-08-26 01:51:31 main:574] : INFO : Epoch 1593 | loss: 0.0311707 | val_loss: 0.0311805 | Time: 1864.46 ms
[2021-08-26 01:51:32 main:574] : INFO : Epoch 1594 | loss: 0.0311715 | val_loss: 0.0311838 | Time: 1700.43 ms
[2021-08-26 01:51:34 main:574] : INFO : Epoch 1595 | loss: 0.0311713 | val_loss: 0.0311811 | Time: 1757.61 ms
[2021-08-26 01:51:36 main:574] : INFO : Epoch 1596 | loss: 0.0311712 | val_loss: 0.0311831 | Time: 1767.29 ms
[2021-08-26 01:51:38 main:574] : INFO : Epoch 1597 | loss: 0.0311723 | val_loss: 0.0311841 | Time: 1657.58 ms
[2021-08-26 01:51:39 main:574] : INFO : Epoch 1598 | loss: 0.0311707 | val_loss: 0.0311833 | Time: 1830.7 ms
[2021-08-26 01:51:41 main:574] : INFO : Epoch 1599 | loss: 0.0311713 | val_loss: 0.0311803 | Time: 1699.95 ms
[2021-08-26 01:51:43 main:574] : INFO : Epoch 1600 | loss: 0.0311709 | val_loss: 0.0311816 | Time: 1713.58 ms
[2021-08-26 01:51:45 main:574] : INFO : Epoch 1601 | loss: 0.0311697 | val_loss: 0.0311856 | Time: 1697.58 ms
[2021-08-26 01:51:46 main:574] : INFO : Epoch 1602 | loss: 0.0311713 | val_loss: 0.0311855 | Time: 1771.39 ms
[2021-08-26 01:51:48 main:574] : INFO : Epoch 1603 | loss: 0.0311701 | val_loss: 0.0311859 | Time: 1697.29 ms
[2021-08-26 01:51:50 main:574] : INFO : Epoch 1604 | loss: 0.0311715 | val_loss: 0.0311838 | Time: 1745.93 ms
[2021-08-26 01:51:52 main:574] : INFO : Epoch 1605 | loss: 0.0311723 | val_loss: 0.0311821 | Time: 1773.84 ms
[2021-08-26 01:51:53 main:574] : INFO : Epoch 1606 | loss: 0.0311715 | val_loss: 0.031181 | Time: 1731.57 ms
[2021-08-26 01:51:55 main:574] : INFO : Epoch 1607 | loss: 0.031171 | val_loss: 0.0311812 | Time: 1666.85 ms
[2021-08-26 01:51:57 main:574] : INFO : Epoch 1608 | loss: 0.0311705 | val_loss: 0.031182 | Time: 1942.41 ms
[2021-08-26 01:51:59 main:574] : INFO : Epoch 1609 | loss: 0.0311698 | val_loss: 0.0311861 | Time: 1731.15 ms
[2021-08-26 01:52:00 main:574] : INFO : Epoch 1610 | loss: 0.0311706 | val_loss: 0.031181 | Time: 1764.84 ms
[2021-08-26 01:52:02 main:574] : INFO : Epoch 1611 | loss: 0.0311722 | val_loss: 0.0311814 | Time: 1667.72 ms
[2021-08-26 01:52:04 main:574] : INFO : Epoch 1612 | loss: 0.0311743 | val_loss: 0.0311849 | Time: 1668.49 ms
[2021-08-26 01:52:06 main:574] : INFO : Epoch 1613 | loss: 0.0311737 | val_loss: 0.031181 | Time: 1768.6 ms
[2021-08-26 01:52:07 main:574] : INFO : Epoch 1614 | loss: 0.0311703 | val_loss: 0.0311823 | Time: 1698.49 ms
[2021-08-26 01:52:09 main:574] : INFO : Epoch 1615 | loss: 0.0311701 | val_loss: 0.0311836 | Time: 1865.08 ms
[2021-08-26 01:52:11 main:574] : INFO : Epoch 1616 | loss: 0.0311707 | val_loss: 0.0311854 | Time: 1831.64 ms
[2021-08-26 01:52:13 main:574] : INFO : Epoch 1617 | loss: 0.0311693 | val_loss: 0.0311814 | Time: 1965.99 ms
[2021-08-26 01:52:15 main:574] : INFO : Epoch 1618 | loss: 0.0311677 | val_loss: 0.0311822 | Time: 1664.17 ms
[2021-08-26 01:52:16 main:574] : INFO : Epoch 1619 | loss: 0.0311692 | val_loss: 0.0311825 | Time: 1700.77 ms
[2021-08-26 01:52:18 main:574] : INFO : Epoch 1620 | loss: 0.0311687 | val_loss: 0.0311828 | Time: 1679.33 ms
[2021-08-26 01:52:20 main:574] : INFO : Epoch 1621 | loss: 0.0311726 | val_loss: 0.0311842 | Time: 1714.53 ms
[2021-08-26 01:52:22 main:574] : INFO : Epoch 1622 | loss: 0.0311693 | val_loss: 0.0311848 | Time: 1839.74 ms
[2021-08-26 01:52:23 main:574] : INFO : Epoch 1623 | loss: 0.031169 | val_loss: 0.0311802 | Time: 1662.77 ms
[2021-08-26 01:52:25 main:574] : INFO : Epoch 1624 | loss: 0.031171 | val_loss: 0.0311825 | Time: 1655.76 ms
[2021-08-26 01:52:27 main:574] : INFO : Epoch 1625 | loss: 0.0311718 | val_loss: 0.0311802 | Time: 1812.45 ms
[2021-08-26 01:52:29 main:574] : INFO : Epoch 1626 | loss: 0.0311705 | val_loss: 0.0311845 | Time: 1828.85 ms
[2021-08-26 01:52:30 main:574] : INFO : Epoch 1627 | loss: 0.0311704 | val_loss: 0.031182 | Time: 1696.63 ms
[2021-08-26 01:52:32 main:574] : INFO : Epoch 1628 | loss: 0.0311683 | val_loss: 0.0311823 | Time: 1864.22 ms
[2021-08-26 01:52:34 main:574] : INFO : Epoch 1629 | loss: 0.0311692 | val_loss: 0.0311838 | Time: 1675.61 ms
[2021-08-26 01:52:36 main:574] : INFO : Epoch 1630 | loss: 0.0311687 | val_loss: 0.0311843 | Time: 1846.75 ms
[2021-08-26 01:52:37 main:574] : INFO : Epoch 1631 | loss: 0.0311728 | val_loss: 0.0311865 | Time: 1720.97 ms
[2021-08-26 01:52:39 main:574] : INFO : Epoch 1632 | loss: 0.0311707 | val_loss: 0.031187 | Time: 1682.71 ms
[2021-08-26 01:52:41 main:574] : INFO : Epoch 1633 | loss: 0.0311744 | val_loss: 0.0311888 | Time: 1808.39 ms
[2021-08-26 01:52:43 main:574] : INFO : Epoch 1634 | loss: 0.0311752 | val_loss: 0.0311847 | Time: 1690.72 ms
[2021-08-26 01:52:44 main:574] : INFO : Epoch 1635 | loss: 0.0311736 | val_loss: 0.0311824 | Time: 1807.98 ms
[2021-08-26 01:52:46 main:574] : INFO : Epoch 1636 | loss: 0.0311723 | val_loss: 0.031182 | Time: 1666.63 ms
[2021-08-26 01:52:48 main:574] : INFO : Epoch 1637 | loss: 0.0311712 | val_loss: 0.0311828 | Time: 1902.28 ms
[2021-08-26 01:52:50 main:574] : INFO : Epoch 1638 | loss: 0.0311692 | val_loss: 0.0311833 | Time: 1691.41 ms
[2021-08-26 01:52:51 main:574] : INFO : Epoch 1639 | loss: 0.0311734 | val_loss: 0.0311823 | Time: 1699.96 ms
[2021-08-26 01:52:53 main:574] : INFO : Epoch 1640 | loss: 0.0311728 | val_loss: 0.0311804 | Time: 1766.46 ms
[2021-08-26 01:52:55 main:574] : INFO : Epoch 1641 | loss: 0.0311728 | val_loss: 0.0311795 | Time: 1824.31 ms
[2021-08-26 01:52:57 main:574] : INFO : Epoch 1642 | loss: 0.0311718 | val_loss: 0.0311802 | Time: 1682.76 ms
[2021-08-26 01:52:58 main:574] : INFO : Epoch 1643 | loss: 0.031174 | val_loss: 0.0311814 | Time: 1793.81 ms
[2021-08-26 01:53:00 main:574] : INFO : Epoch 1644 | loss: 0.031176 | val_loss: 0.0311821 | Time: 1814.35 ms
[2021-08-26 01:53:02 main:574] : INFO : Epoch 1645 | loss: 0.0311743 | val_loss: 0.0311828 | Time: 1683.79 ms
[2021-08-26 01:53:04 main:574] : INFO : Epoch 1646 | loss: 0.0311727 | val_loss: 0.0311808 | Time: 1881.36 ms
[2021-08-26 01:53:06 main:574] : INFO : Epoch 1647 | loss: 0.0311714 | val_loss: 0.0311818 | Time: 1730.76 ms
[2021-08-26 01:53:07 main:574] : INFO : Epoch 1648 | loss: 0.0311705 | val_loss: 0.0311808 | Time: 1799.47 ms
[2021-08-26 01:53:09 main:574] : INFO : Epoch 1649 | loss: 0.0311709 | val_loss: 0.0311803 | Time: 1794.02 ms
[2021-08-26 01:53:11 main:574] : INFO : Epoch 1650 | loss: 0.031172 | val_loss: 0.0311801 | Time: 1894.49 ms
[2021-08-26 01:53:13 main:574] : INFO : Epoch 1651 | loss: 0.0311711 | val_loss: 0.0311798 | Time: 1681.78 ms
[2021-08-26 01:53:14 main:574] : INFO : Epoch 1652 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 1670.04 ms
[2021-08-26 01:53:16 main:574] : INFO : Epoch 1653 | loss: 0.0311699 | val_loss: 0.0311804 | Time: 1769.83 ms
[2021-08-26 01:53:18 main:574] : INFO : Epoch 1654 | loss: 0.0311696 | val_loss: 0.0311791 | Time: 1650.18 ms
[2021-08-26 01:53:20 main:574] : INFO : Epoch 1655 | loss: 0.031169 | val_loss: 0.0311818 | Time: 1713.24 ms
[2021-08-26 01:53:22 main:574] : INFO : Epoch 1656 | loss: 0.0311692 | val_loss: 0.03118 | Time: 1862.38 ms
[2021-08-26 01:53:23 main:574] : INFO : Epoch 1657 | loss: 0.0311698 | val_loss: 0.0311849 | Time: 1706.13 ms
[2021-08-26 01:53:25 main:574] : INFO : Epoch 1658 | loss: 0.0311689 | val_loss: 0.031181 | Time: 1847.84 ms
[2021-08-26 01:53:27 main:574] : INFO : Epoch 1659 | loss: 0.0311707 | val_loss: 0.0311848 | Time: 1683.06 ms
[2021-08-26 01:53:28 main:574] : INFO : Epoch 1660 | loss: 0.0311741 | val_loss: 0.0311824 | Time: 1685.45 ms
[2021-08-26 01:53:30 main:574] : INFO : Epoch 1661 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 1655.96 ms
[2021-08-26 01:53:32 main:574] : INFO : Epoch 1662 | loss: 0.031171 | val_loss: 0.0311854 | Time: 1865.22 ms
[2021-08-26 01:53:34 main:574] : INFO : Epoch 1663 | loss: 0.03117 | val_loss: 0.0311805 | Time: 1807.66 ms
[2021-08-26 01:53:35 main:574] : INFO : Epoch 1664 | loss: 0.0311689 | val_loss: 0.0311836 | Time: 1673.32 ms
[2021-08-26 01:53:37 main:574] : INFO : Epoch 1665 | loss: 0.0311724 | val_loss: 0.0311898 | Time: 1669.43 ms
[2021-08-26 01:53:39 main:574] : INFO : Epoch 1666 | loss: 0.0311876 | val_loss: 0.0311887 | Time: 1858.64 ms
[2021-08-26 01:53:41 main:574] : INFO : Epoch 1667 | loss: 0.0311871 | val_loss: 0.0311846 | Time: 1789.02 ms
[2021-08-26 01:53:43 main:574] : INFO : Epoch 1668 | loss: 0.031182 | val_loss: 0.0311846 | Time: 1734.87 ms
[2021-08-26 01:53:44 main:574] : INFO : Epoch 1669 | loss: 0.0311795 | val_loss: 0.0311905 | Time: 1690.47 ms
[2021-08-26 01:53:46 main:574] : INFO : Epoch 1670 | loss: 0.0311817 | val_loss: 0.0311831 | Time: 1708.26 ms
[2021-08-26 01:53:48 main:574] : INFO : Epoch 1671 | loss: 0.0311807 | val_loss: 0.0311809 | Time: 1656.98 ms
[2021-08-26 01:53:49 main:574] : INFO : Epoch 1672 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 1672.03 ms
[2021-08-26 01:53:51 main:574] : INFO : Epoch 1673 | loss: 0.0311775 | val_loss: 0.0311782 | Time: 1649.68 ms
[2021-08-26 01:53:53 main:574] : INFO : Epoch 1674 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 1704.51 ms
[2021-08-26 01:53:54 main:574] : INFO : Epoch 1675 | loss: 0.0311756 | val_loss: 0.0311784 | Time: 1658.68 ms
[2021-08-26 01:53:56 main:574] : INFO : Epoch 1676 | loss: 0.0311745 | val_loss: 0.031179 | Time: 1825.15 ms
[2021-08-26 01:53:58 main:574] : INFO : Epoch 1677 | loss: 0.031175 | val_loss: 0.0311788 | Time: 1641.86 ms
[2021-08-26 01:54:00 main:574] : INFO : Epoch 1678 | loss: 0.0311728 | val_loss: 0.0311794 | Time: 1862.74 ms
[2021-08-26 01:54:02 main:574] : INFO : Epoch 1679 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 1973.93 ms
[2021-08-26 01:54:03 main:574] : INFO : Epoch 1680 | loss: 0.0311744 | val_loss: 0.0311817 | Time: 1670.91 ms
[2021-08-26 01:54:05 main:574] : INFO : Epoch 1681 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 1827.46 ms
[2021-08-26 01:54:07 main:574] : INFO : Epoch 1682 | loss: 0.0311733 | val_loss: 0.0311797 | Time: 1865.16 ms
[2021-08-26 01:54:09 main:574] : INFO : Epoch 1683 | loss: 0.0311742 | val_loss: 0.0311852 | Time: 1873.71 ms
[2021-08-26 01:54:11 main:574] : INFO : Epoch 1684 | loss: 0.0311734 | val_loss: 0.0311788 | Time: 1804.1 ms
[2021-08-26 01:54:13 main:574] : INFO : Epoch 1685 | loss: 0.0311712 | val_loss: 0.0311788 | Time: 1935.67 ms
[2021-08-26 01:54:14 main:574] : INFO : Epoch 1686 | loss: 0.031173 | val_loss: 0.0311791 | Time: 1759.53 ms
[2021-08-26 01:54:16 main:574] : INFO : Epoch 1687 | loss: 0.0311714 | val_loss: 0.0311775 | Time: 1679.24 ms
[2021-08-26 01:54:18 main:574] : INFO : Epoch 1688 | loss: 0.0311717 | val_loss: 0.0311787 | Time: 1753.73 ms
[2021-08-26 01:54:20 main:574] : INFO : Epoch 1689 | loss: 0.0311722 | val_loss: 0.0311796 | Time: 1674.67 ms
[2021-08-26 01:54:21 main:574] : INFO : Epoch 1690 | loss: 0.0311751 | val_loss: 0.0311817 | Time: 1885.18 ms
[2021-08-26 01:54:23 main:574] : INFO : Epoch 1691 | loss: 0.0311747 | val_loss: 0.0311794 | Time: 1911.26 ms
[2021-08-26 01:54:25 main:574] : INFO : Epoch 1692 | loss: 0.0311734 | val_loss: 0.0311777 | Time: 1895.37 ms
[2021-08-26 01:54:27 main:574] : INFO : Epoch 1693 | loss: 0.0311735 | val_loss: 0.0311868 | Time: 1791.43 ms
[2021-08-26 01:54:29 main:574] : INFO : Epoch 1694 | loss: 0.0311755 | val_loss: 0.0311821 | Time: 1792.27 ms
[2021-08-26 01:54:31 main:574] : INFO : Epoch 1695 | loss: 0.0311732 | val_loss: 0.0311776 | Time: 1780.86 ms
[2021-08-26 01:54:32 main:574] : INFO : Epoch 1696 | loss: 0.0311712 | val_loss: 0.031178 | Time: 1861 ms
[2021-08-26 01:54:34 main:574] : INFO : Epoch 1697 | loss: 0.0311725 | val_loss: 0.0311765 | Time: 1666.6 ms
[2021-08-26 01:54:36 main:574] : INFO : Epoch 1698 | loss: 0.0311694 | val_loss: 0.0311782 | Time: 1739.84 ms
[2021-08-26 01:54:38 main:574] : INFO : Epoch 1699 | loss: 0.0311693 | val_loss: 0.0311764 | Time: 1800.7 ms
[2021-08-26 01:54:39 main:574] : INFO : Epoch 1700 | loss: 0.0311694 | val_loss: 0.0311778 | Time: 1659.38 ms
[2021-08-26 01:54:41 main:574] : INFO : Epoch 1701 | loss: 0.0311696 | val_loss: 0.031178 | Time: 1708.55 ms
[2021-08-26 01:54:43 main:574] : INFO : Epoch 1702 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 1817.39 ms
[2021-08-26 01:54:45 main:574] : INFO : Epoch 1703 | loss: 0.0311687 | val_loss: 0.0311772 | Time: 1828.29 ms
[2021-08-26 01:54:47 main:574] : INFO : Epoch 1704 | loss: 0.0311681 | val_loss: 0.0311786 | Time: 1793.6 ms
[2021-08-26 01:54:48 main:574] : INFO : Epoch 1705 | loss: 0.0311724 | val_loss: 0.0311802 | Time: 1831.75 ms
[2021-08-26 01:54:50 main:574] : INFO : Epoch 1706 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 1981.17 ms
[2021-08-26 01:54:52 main:574] : INFO : Epoch 1707 | loss: 0.0311714 | val_loss: 0.0311811 | Time: 1670.07 ms
[2021-08-26 01:54:54 main:574] : INFO : Epoch 1708 | loss: 0.0311681 | val_loss: 0.0311816 | Time: 1793.21 ms
[2021-08-26 01:54:56 main:574] : INFO : Epoch 1709 | loss: 0.03117 | val_loss: 0.0311808 | Time: 1780.68 ms
[2021-08-26 01:54:57 main:574] : INFO : Epoch 1710 | loss: 0.0311726 | val_loss: 0.03118 | Time: 1717.8 ms
[2021-08-26 01:54:59 main:574] : INFO : Epoch 1711 | loss: 0.0311692 | val_loss: 0.0311817 | Time: 1998.97 ms
[2021-08-26 01:55:01 main:574] : INFO : Epoch 1712 | loss: 0.0311709 | val_loss: 0.0311778 | Time: 1734.83 ms
[2021-08-26 01:55:03 main:574] : INFO : Epoch 1713 | loss: 0.0311677 | val_loss: 0.0311771 | Time: 1683.59 ms
[2021-08-26 01:55:04 main:574] : INFO : Epoch 1714 | loss: 0.0311667 | val_loss: 0.0311762 | Time: 1674.28 ms
[2021-08-26 01:55:06 main:574] : INFO : Epoch 1715 | loss: 0.031167 | val_loss: 0.0311778 | Time: 1679.64 ms
[2021-08-26 01:55:08 main:574] : INFO : Epoch 1716 | loss: 0.0311686 | val_loss: 0.0311815 | Time: 1874.42 ms
[2021-08-26 01:55:10 main:574] : INFO : Epoch 1717 | loss: 0.0311737 | val_loss: 0.0311771 | Time: 1676.58 ms
[2021-08-26 01:55:12 main:574] : INFO : Epoch 1718 | loss: 0.0311697 | val_loss: 0.0311783 | Time: 1808.07 ms
[2021-08-26 01:55:13 main:574] : INFO : Epoch 1719 | loss: 0.0311687 | val_loss: 0.031177 | Time: 1655.24 ms
[2021-08-26 01:55:15 main:574] : INFO : Epoch 1720 | loss: 0.0311699 | val_loss: 0.0311791 | Time: 1813.55 ms
[2021-08-26 01:55:17 main:574] : INFO : Epoch 1721 | loss: 0.0311721 | val_loss: 0.0311824 | Time: 1681.78 ms
[2021-08-26 01:55:18 main:574] : INFO : Epoch 1722 | loss: 0.0311725 | val_loss: 0.0311774 | Time: 1681.99 ms
[2021-08-26 01:55:20 main:574] : INFO : Epoch 1723 | loss: 0.0311722 | val_loss: 0.0311823 | Time: 1786.22 ms
[2021-08-26 01:55:22 main:574] : INFO : Epoch 1724 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 1762.3 ms
[2021-08-26 01:55:24 main:574] : INFO : Epoch 1725 | loss: 0.0311703 | val_loss: 0.0311797 | Time: 1694.39 ms
[2021-08-26 01:55:25 main:574] : INFO : Epoch 1726 | loss: 0.031171 | val_loss: 0.0311794 | Time: 1795.43 ms
[2021-08-26 01:55:27 main:574] : INFO : Epoch 1727 | loss: 0.0311689 | val_loss: 0.0311764 | Time: 1786.18 ms
[2021-08-26 01:55:29 main:574] : INFO : Epoch 1728 | loss: 0.0311704 | val_loss: 0.0311798 | Time: 1659.16 ms
[2021-08-26 01:55:31 main:574] : INFO : Epoch 1729 | loss: 0.0311711 | val_loss: 0.0311792 | Time: 1677.9 ms
[2021-08-26 01:55:32 main:574] : INFO : Epoch 1730 | loss: 0.0311682 | val_loss: 0.0311796 | Time: 1663.71 ms
[2021-08-26 01:55:34 main:574] : INFO : Epoch 1731 | loss: 0.0311678 | val_loss: 0.0311856 | Time: 1656.57 ms
[2021-08-26 01:55:36 main:574] : INFO : Epoch 1732 | loss: 0.0311714 | val_loss: 0.0311787 | Time: 1869.64 ms
[2021-08-26 01:55:38 main:574] : INFO : Epoch 1733 | loss: 0.0311677 | val_loss: 0.0311776 | Time: 1889.93 ms
[2021-08-26 01:55:39 main:574] : INFO : Epoch 1734 | loss: 0.0311683 | val_loss: 0.03118 | Time: 1744.59 ms
[2021-08-26 01:55:41 main:574] : INFO : Epoch 1735 | loss: 0.031166 | val_loss: 0.0311808 | Time: 1645.89 ms
[2021-08-26 01:55:43 main:574] : INFO : Epoch 1736 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 1685.96 ms
[2021-08-26 01:55:45 main:574] : INFO : Epoch 1737 | loss: 0.031167 | val_loss: 0.0311807 | Time: 1749.69 ms
[2021-08-26 01:55:46 main:574] : INFO : Epoch 1738 | loss: 0.0311656 | val_loss: 0.031178 | Time: 1816.3 ms
[2021-08-26 01:55:48 main:574] : INFO : Epoch 1739 | loss: 0.0311653 | val_loss: 0.0311793 | Time: 1759.06 ms
[2021-08-26 01:55:50 main:574] : INFO : Epoch 1740 | loss: 0.0311648 | val_loss: 0.0311774 | Time: 1678.44 ms
[2021-08-26 01:55:52 main:574] : INFO : Epoch 1741 | loss: 0.0311656 | val_loss: 0.0311766 | Time: 1758.17 ms
[2021-08-26 01:55:53 main:574] : INFO : Epoch 1742 | loss: 0.031166 | val_loss: 0.0311778 | Time: 1684.82 ms
[2021-08-26 01:55:55 main:574] : INFO : Epoch 1743 | loss: 0.0311657 | val_loss: 0.0311783 | Time: 1752.73 ms
[2021-08-26 01:55:57 main:574] : INFO : Epoch 1744 | loss: 0.031165 | val_loss: 0.0311752 | Time: 1754.87 ms
[2021-08-26 01:55:59 main:574] : INFO : Epoch 1745 | loss: 0.0311687 | val_loss: 0.0311787 | Time: 1726.63 ms
[2021-08-26 01:56:00 main:574] : INFO : Epoch 1746 | loss: 0.0311645 | val_loss: 0.0311798 | Time: 1921.46 ms
[2021-08-26 01:56:02 main:574] : INFO : Epoch 1747 | loss: 0.0311645 | val_loss: 0.0311813 | Time: 1937.81 ms
[2021-08-26 01:56:04 main:574] : INFO : Epoch 1748 | loss: 0.031167 | val_loss: 0.0311792 | Time: 1765.22 ms
[2021-08-26 01:56:06 main:574] : INFO : Epoch 1749 | loss: 0.0311644 | val_loss: 0.0311755 | Time: 1796.23 ms
[2021-08-26 01:56:08 main:574] : INFO : Epoch 1750 | loss: 0.0311653 | val_loss: 0.0311754 | Time: 1800.34 ms
[2021-08-26 01:56:10 main:574] : INFO : Epoch 1751 | loss: 0.0311658 | val_loss: 0.0311767 | Time: 1818.72 ms
[2021-08-26 01:56:11 main:574] : INFO : Epoch 1752 | loss: 0.031166 | val_loss: 0.0311866 | Time: 1797.56 ms
[2021-08-26 01:56:13 main:574] : INFO : Epoch 1753 | loss: 0.0311711 | val_loss: 0.0311835 | Time: 1728.58 ms
[2021-08-26 01:56:15 main:574] : INFO : Epoch 1754 | loss: 0.031169 | val_loss: 0.0311784 | Time: 1836.29 ms
[2021-08-26 01:56:17 main:574] : INFO : Epoch 1755 | loss: 0.031167 | val_loss: 0.0311786 | Time: 1725.43 ms
[2021-08-26 01:56:18 main:574] : INFO : Epoch 1756 | loss: 0.0311665 | val_loss: 0.0311746 | Time: 1707.99 ms
[2021-08-26 01:56:20 main:574] : INFO : Epoch 1757 | loss: 0.031165 | val_loss: 0.0311758 | Time: 1672.75 ms
[2021-08-26 01:56:22 main:574] : INFO : Epoch 1758 | loss: 0.0311649 | val_loss: 0.0311765 | Time: 1730.13 ms
[2021-08-26 01:56:24 main:574] : INFO : Epoch 1759 | loss: 0.0311652 | val_loss: 0.0311772 | Time: 1774.85 ms
[2021-08-26 01:56:25 main:574] : INFO : Epoch 1760 | loss: 0.0311644 | val_loss: 0.0311756 | Time: 1684.58 ms
[2021-08-26 01:56:27 main:574] : INFO : Epoch 1761 | loss: 0.0311639 | val_loss: 0.0311766 | Time: 1662.42 ms
[2021-08-26 01:56:29 main:574] : INFO : Epoch 1762 | loss: 0.031164 | val_loss: 0.0311785 | Time: 1669.74 ms
[2021-08-26 01:56:30 main:574] : INFO : Epoch 1763 | loss: 0.0311631 | val_loss: 0.0311766 | Time: 1715.59 ms
[2021-08-26 01:56:32 main:574] : INFO : Epoch 1764 | loss: 0.0311629 | val_loss: 0.0311761 | Time: 1683.34 ms
[2021-08-26 01:56:34 main:574] : INFO : Epoch 1765 | loss: 0.0311623 | val_loss: 0.0311783 | Time: 1902.24 ms
[2021-08-26 01:56:36 main:574] : INFO : Epoch 1766 | loss: 0.0311622 | val_loss: 0.0311775 | Time: 1771.36 ms
[2021-08-26 01:56:38 main:574] : INFO : Epoch 1767 | loss: 0.0311619 | val_loss: 0.0311766 | Time: 1856.48 ms
[2021-08-26 01:56:39 main:574] : INFO : Epoch 1768 | loss: 0.0311633 | val_loss: 0.0311755 | Time: 1807.56 ms
[2021-08-26 01:56:41 main:574] : INFO : Epoch 1769 | loss: 0.0311643 | val_loss: 0.0311772 | Time: 1697.19 ms
[2021-08-26 01:56:43 main:574] : INFO : Epoch 1770 | loss: 0.0311663 | val_loss: 0.0311745 | Time: 1771.43 ms
[2021-08-26 01:56:45 main:574] : INFO : Epoch 1771 | loss: 0.0311639 | val_loss: 0.0311752 | Time: 1878.55 ms
[2021-08-26 01:56:46 main:574] : INFO : Epoch 1772 | loss: 0.0311645 | val_loss: 0.0311769 | Time: 1725.38 ms
[2021-08-26 01:56:48 main:574] : INFO : Epoch 1773 | loss: 0.0311663 | val_loss: 0.0311755 | Time: 1745.14 ms
[2021-08-26 01:56:50 main:574] : INFO : Epoch 1774 | loss: 0.0311653 | val_loss: 0.0311794 | Time: 1725.68 ms
[2021-08-26 01:56:52 main:574] : INFO : Epoch 1775 | loss: 0.0311672 | val_loss: 0.0311831 | Time: 1798.03 ms
[2021-08-26 01:56:54 main:574] : INFO : Epoch 1776 | loss: 0.0311674 | val_loss: 0.0311798 | Time: 1883.73 ms
[2021-08-26 01:56:55 main:574] : INFO : Epoch 1777 | loss: 0.0311657 | val_loss: 0.03118 | Time: 1754.99 ms
[2021-08-26 01:56:57 main:574] : INFO : Epoch 1778 | loss: 0.0311648 | val_loss: 0.0311807 | Time: 1854.74 ms
[2021-08-26 01:56:59 main:574] : INFO : Epoch 1779 | loss: 0.0311648 | val_loss: 0.031178 | Time: 1811.41 ms
[2021-08-26 01:57:01 main:574] : INFO : Epoch 1780 | loss: 0.0311643 | val_loss: 0.0311779 | Time: 1719.97 ms
[2021-08-26 01:57:03 main:574] : INFO : Epoch 1781 | loss: 0.031164 | val_loss: 0.0311764 | Time: 1727.04 ms
[2021-08-26 01:57:04 main:574] : INFO : Epoch 1782 | loss: 0.0311649 | val_loss: 0.0311782 | Time: 1875.31 ms
[2021-08-26 01:57:06 main:574] : INFO : Epoch 1783 | loss: 0.0311643 | val_loss: 0.031179 | Time: 1668.26 ms
[2021-08-26 01:57:08 main:574] : INFO : Epoch 1784 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 1786.5 ms
[2021-08-26 01:57:10 main:574] : INFO : Epoch 1785 | loss: 0.0311642 | val_loss: 0.031178 | Time: 1703.99 ms
[2021-08-26 01:57:11 main:574] : INFO : Epoch 1786 | loss: 0.0311626 | val_loss: 0.0311744 | Time: 1669.45 ms
[2021-08-26 01:57:13 main:574] : INFO : Epoch 1787 | loss: 0.0311631 | val_loss: 0.031179 | Time: 1669.65 ms
[2021-08-26 01:57:15 main:574] : INFO : Epoch 1788 | loss: 0.0311632 | val_loss: 0.0311797 | Time: 1974.98 ms
[2021-08-26 01:57:17 main:574] : INFO : Epoch 1789 | loss: 0.031164 | val_loss: 0.0311828 | Time: 1922.13 ms
[2021-08-26 01:57:19 main:574] : INFO : Epoch 1790 | loss: 0.0311658 | val_loss: 0.0311787 | Time: 1715.91 ms
[2021-08-26 01:57:20 main:574] : INFO : Epoch 1791 | loss: 0.03117 | val_loss: 0.0311806 | Time: 1695.33 ms
[2021-08-26 01:57:22 main:574] : INFO : Epoch 1792 | loss: 0.0311702 | val_loss: 0.031184 | Time: 1698.56 ms
[2021-08-26 01:57:24 main:574] : INFO : Epoch 1793 | loss: 0.0311685 | val_loss: 0.0311821 | Time: 1670.06 ms
[2021-08-26 01:57:25 main:574] : INFO : Epoch 1794 | loss: 0.0311667 | val_loss: 0.0311775 | Time: 1668.4 ms
[2021-08-26 01:57:27 main:574] : INFO : Epoch 1795 | loss: 0.0311655 | val_loss: 0.0311764 | Time: 1750.73 ms
[2021-08-26 01:57:29 main:574] : INFO : Epoch 1796 | loss: 0.0311637 | val_loss: 0.031178 | Time: 1873.18 ms
[2021-08-26 01:57:31 main:574] : INFO : Epoch 1797 | loss: 0.0311688 | val_loss: 0.0311832 | Time: 1840.66 ms
[2021-08-26 01:57:32 main:574] : INFO : Epoch 1798 | loss: 0.0311791 | val_loss: 0.0311811 | Time: 1739.27 ms
[2021-08-26 01:57:34 main:574] : INFO : Epoch 1799 | loss: 0.0311763 | val_loss: 0.0311857 | Time: 1798.4 ms
[2021-08-26 01:57:36 main:574] : INFO : Epoch 1800 | loss: 0.031176 | val_loss: 0.0311881 | Time: 1654.98 ms
[2021-08-26 01:57:38 main:574] : INFO : Epoch 1801 | loss: 0.0311745 | val_loss: 0.0311809 | Time: 1871.45 ms
[2021-08-26 01:57:40 main:574] : INFO : Epoch 1802 | loss: 0.0311732 | val_loss: 0.0311793 | Time: 1844.78 ms
[2021-08-26 01:57:41 main:574] : INFO : Epoch 1803 | loss: 0.0311719 | val_loss: 0.0311785 | Time: 1785.95 ms
[2021-08-26 01:57:43 main:574] : INFO : Epoch 1804 | loss: 0.0311724 | val_loss: 0.0311773 | Time: 1701.69 ms
[2021-08-26 01:57:45 main:574] : INFO : Epoch 1805 | loss: 0.0311702 | val_loss: 0.0311773 | Time: 1792.86 ms
[2021-08-26 01:57:47 main:574] : INFO : Epoch 1806 | loss: 0.0311703 | val_loss: 0.0311778 | Time: 1732.59 ms
[2021-08-26 01:57:48 main:574] : INFO : Epoch 1807 | loss: 0.0311714 | val_loss: 0.0311777 | Time: 1690.54 ms
[2021-08-26 01:57:50 main:574] : INFO : Epoch 1808 | loss: 0.0311686 | val_loss: 0.0311762 | Time: 1694.15 ms
[2021-08-26 01:57:52 main:574] : INFO : Epoch 1809 | loss: 0.0311678 | val_loss: 0.031179 | Time: 1712.02 ms
[2021-08-26 01:57:54 main:574] : INFO : Epoch 1810 | loss: 0.0311682 | val_loss: 0.031178 | Time: 1654.18 ms
[2021-08-26 01:57:55 main:574] : INFO : Epoch 1811 | loss: 0.0311672 | val_loss: 0.0311774 | Time: 1805.21 ms
[2021-08-26 01:57:57 main:574] : INFO : Epoch 1812 | loss: 0.0311684 | val_loss: 0.0311776 | Time: 1745.14 ms
[2021-08-26 01:57:59 main:574] : INFO : Epoch 1813 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 1671.49 ms
[2021-08-26 01:58:01 main:574] : INFO : Epoch 1814 | loss: 0.0311703 | val_loss: 0.0311792 | Time: 1955.37 ms
[2021-08-26 01:58:03 main:574] : INFO : Epoch 1815 | loss: 0.0311675 | val_loss: 0.031176 | Time: 1819.94 ms
[2021-08-26 01:58:04 main:574] : INFO : Epoch 1816 | loss: 0.0311716 | val_loss: 0.0311852 | Time: 1734.38 ms
[2021-08-26 01:58:06 main:574] : INFO : Epoch 1817 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 1826.24 ms
[2021-08-26 01:58:08 main:574] : INFO : Epoch 1818 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 1771.82 ms
[2021-08-26 01:58:10 main:574] : INFO : Epoch 1819 | loss: 0.0311748 | val_loss: 0.0311769 | Time: 1703.92 ms
[2021-08-26 01:58:11 main:574] : INFO : Epoch 1820 | loss: 0.0311738 | val_loss: 0.031177 | Time: 1832.45 ms
[2021-08-26 01:58:13 main:574] : INFO : Epoch 1821 | loss: 0.0311766 | val_loss: 0.0311776 | Time: 1763.29 ms
[2021-08-26 01:58:15 main:574] : INFO : Epoch 1822 | loss: 0.0311718 | val_loss: 0.031178 | Time: 1743.23 ms
[2021-08-26 01:58:17 main:574] : INFO : Epoch 1823 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 1834.82 ms
[2021-08-26 01:58:19 main:574] : INFO : Epoch 1824 | loss: 0.031172 | val_loss: 0.0311836 | Time: 1804.3 ms
[2021-08-26 01:58:20 main:574] : INFO : Epoch 1825 | loss: 0.0311731 | val_loss: 0.0311771 | Time: 1686.43 ms
[2021-08-26 01:58:22 main:574] : INFO : Epoch 1826 | loss: 0.0311694 | val_loss: 0.0311783 | Time: 1912.28 ms
[2021-08-26 01:58:24 main:574] : INFO : Epoch 1827 | loss: 0.0311697 | val_loss: 0.0311766 | Time: 1706.58 ms
[2021-08-26 01:58:26 main:574] : INFO : Epoch 1828 | loss: 0.0311677 | val_loss: 0.031178 | Time: 1766.1 ms
[2021-08-26 01:58:28 main:574] : INFO : Epoch 1829 | loss: 0.0311684 | val_loss: 0.0311773 | Time: 1779.84 ms
[2021-08-26 01:58:29 main:574] : INFO : Epoch 1830 | loss: 0.0311695 | val_loss: 0.0311771 | Time: 1745.22 ms
[2021-08-26 01:58:31 main:574] : INFO : Epoch 1831 | loss: 0.0311667 | val_loss: 0.0311777 | Time: 1732.08 ms
[2021-08-26 01:58:33 main:574] : INFO : Epoch 1832 | loss: 0.0311668 | val_loss: 0.0311762 | Time: 1677.37 ms
[2021-08-26 01:58:35 main:574] : INFO : Epoch 1833 | loss: 0.0311707 | val_loss: 0.0311809 | Time: 1824.57 ms
[2021-08-26 01:58:36 main:574] : INFO : Epoch 1834 | loss: 0.0311762 | val_loss: 0.031185 | Time: 1903.18 ms
[2021-08-26 01:58:38 main:574] : INFO : Epoch 1835 | loss: 0.0311778 | val_loss: 0.0311812 | Time: 1875.59 ms
[2021-08-26 01:58:40 main:574] : INFO : Epoch 1836 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 1854.42 ms
[2021-08-26 01:58:42 main:574] : INFO : Epoch 1837 | loss: 0.0311727 | val_loss: 0.031179 | Time: 1668.06 ms
[2021-08-26 01:58:44 main:574] : INFO : Epoch 1838 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 1778.75 ms
[2021-08-26 01:58:45 main:574] : INFO : Epoch 1839 | loss: 0.0311721 | val_loss: 0.0311777 | Time: 1704.45 ms
[2021-08-26 01:58:47 main:574] : INFO : Epoch 1840 | loss: 0.031172 | val_loss: 0.0311772 | Time: 1887.14 ms
[2021-08-26 01:58:49 main:574] : INFO : Epoch 1841 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 1717.54 ms
[2021-08-26 01:58:51 main:574] : INFO : Epoch 1842 | loss: 0.0311684 | val_loss: 0.0311761 | Time: 1762.34 ms
[2021-08-26 01:58:53 main:574] : INFO : Epoch 1843 | loss: 0.0311675 | val_loss: 0.0311756 | Time: 1822.25 ms
[2021-08-26 01:58:54 main:574] : INFO : Epoch 1844 | loss: 0.0311683 | val_loss: 0.0311783 | Time: 1726.43 ms
[2021-08-26 01:58:56 main:574] : INFO : Epoch 1845 | loss: 0.0311701 | val_loss: 0.0311786 | Time: 1754.63 ms
[2021-08-26 01:58:58 main:574] : INFO : Epoch 1846 | loss: 0.0311703 | val_loss: 0.0311755 | Time: 1735.9 ms
[2021-08-26 01:59:00 main:574] : INFO : Epoch 1847 | loss: 0.0311707 | val_loss: 0.0311784 | Time: 2012.2 ms
[2021-08-26 01:59:02 main:574] : INFO : Epoch 1848 | loss: 0.0311681 | val_loss: 0.0311742 | Time: 1784.03 ms
[2021-08-26 01:59:03 main:574] : INFO : Epoch 1849 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 1881.25 ms
[2021-08-26 01:59:05 main:574] : INFO : Epoch 1850 | loss: 0.0311664 | val_loss: 0.0311741 | Time: 1687.38 ms
[2021-08-26 01:59:07 main:574] : INFO : Epoch 1851 | loss: 0.0311668 | val_loss: 0.0311793 | Time: 1650.79 ms
[2021-08-26 01:59:09 main:574] : INFO : Epoch 1852 | loss: 0.0311672 | val_loss: 0.0311747 | Time: 1874.15 ms
[2021-08-26 01:59:11 main:574] : INFO : Epoch 1853 | loss: 0.0311655 | val_loss: 0.0311749 | Time: 1863.58 ms
[2021-08-26 01:59:12 main:574] : INFO : Epoch 1854 | loss: 0.0311653 | val_loss: 0.0311725 | Time: 1772.54 ms
[2021-08-26 01:59:14 main:574] : INFO : Epoch 1855 | loss: 0.0311643 | val_loss: 0.0311773 | Time: 1771.9 ms
[2021-08-26 01:59:16 main:574] : INFO : Epoch 1856 | loss: 0.0311642 | val_loss: 0.0311711 | Time: 1730.61 ms
[2021-08-26 01:59:18 main:574] : INFO : Epoch 1857 | loss: 0.031163 | val_loss: 0.0311694 | Time: 1682.73 ms
[2021-08-26 01:59:19 main:574] : INFO : Epoch 1858 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 1666.8 ms
[2021-08-26 01:59:21 main:574] : INFO : Epoch 1859 | loss: 0.0311631 | val_loss: 0.0311731 | Time: 1736.71 ms
[2021-08-26 01:59:23 main:574] : INFO : Epoch 1860 | loss: 0.0311643 | val_loss: 0.0311698 | Time: 1676.93 ms
[2021-08-26 01:59:24 main:574] : INFO : Epoch 1861 | loss: 0.031163 | val_loss: 0.0311706 | Time: 1737.46 ms
[2021-08-26 01:59:26 main:574] : INFO : Epoch 1862 | loss: 0.0311624 | val_loss: 0.0311702 | Time: 1681.3 ms
[2021-08-26 01:59:28 main:574] : INFO : Epoch 1863 | loss: 0.0311619 | val_loss: 0.0311717 | Time: 1758.32 ms
[2021-08-26 01:59:30 main:574] : INFO : Epoch 1864 | loss: 0.0311647 | val_loss: 0.0311729 | Time: 1907.77 ms
[2021-08-26 01:59:31 main:574] : INFO : Epoch 1865 | loss: 0.0311644 | val_loss: 0.031172 | Time: 1726.46 ms
[2021-08-26 01:59:33 main:574] : INFO : Epoch 1866 | loss: 0.0311677 | val_loss: 0.0311744 | Time: 1674.57 ms
[2021-08-26 01:59:35 main:574] : INFO : Epoch 1867 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 1698.01 ms
[2021-08-26 01:59:37 main:574] : INFO : Epoch 1868 | loss: 0.0311654 | val_loss: 0.0311797 | Time: 1799.45 ms
[2021-08-26 01:59:38 main:574] : INFO : Epoch 1869 | loss: 0.0311632 | val_loss: 0.0311731 | Time: 1773.8 ms
[2021-08-26 01:59:40 main:574] : INFO : Epoch 1870 | loss: 0.0311642 | val_loss: 0.0311721 | Time: 1729.03 ms
[2021-08-26 01:59:42 main:574] : INFO : Epoch 1871 | loss: 0.0311639 | val_loss: 0.0311744 | Time: 1954.05 ms
[2021-08-26 01:59:44 main:574] : INFO : Epoch 1872 | loss: 0.0311675 | val_loss: 0.0311752 | Time: 1895.07 ms
[2021-08-26 01:59:46 main:574] : INFO : Epoch 1873 | loss: 0.0311698 | val_loss: 0.0311791 | Time: 1768.85 ms
[2021-08-26 01:59:47 main:574] : INFO : Epoch 1874 | loss: 0.0311671 | val_loss: 0.0311721 | Time: 1727.73 ms
[2021-08-26 01:59:49 main:574] : INFO : Epoch 1875 | loss: 0.0311646 | val_loss: 0.0311737 | Time: 1750.47 ms
[2021-08-26 01:59:51 main:574] : INFO : Epoch 1876 | loss: 0.0311646 | val_loss: 0.0311727 | Time: 1774.96 ms
[2021-08-26 01:59:53 main:574] : INFO : Epoch 1877 | loss: 0.0311631 | val_loss: 0.031173 | Time: 1705.49 ms
[2021-08-26 01:59:55 main:574] : INFO : Epoch 1878 | loss: 0.0311617 | val_loss: 0.0311721 | Time: 1908.77 ms
[2021-08-26 01:59:56 main:574] : INFO : Epoch 1879 | loss: 0.0311628 | val_loss: 0.031172 | Time: 1753.85 ms
[2021-08-26 01:59:58 main:574] : INFO : Epoch 1880 | loss: 0.0311626 | val_loss: 0.0311787 | Time: 1747.84 ms
[2021-08-26 02:00:00 main:574] : INFO : Epoch 1881 | loss: 0.0311649 | val_loss: 0.0311723 | Time: 1655.62 ms
[2021-08-26 02:00:01 main:574] : INFO : Epoch 1882 | loss: 0.0311625 | val_loss: 0.0311702 | Time: 1699.5 ms
[2021-08-26 02:00:03 main:574] : INFO : Epoch 1883 | loss: 0.031162 | val_loss: 0.0311711 | Time: 1720.35 ms
[2021-08-26 02:00:05 main:574] : INFO : Epoch 1884 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 1679.63 ms
[2021-08-26 02:00:07 main:574] : INFO : Epoch 1885 | loss: 0.031161 | val_loss: 0.0311711 | Time: 1804.22 ms
[2021-08-26 02:00:09 main:574] : INFO : Epoch 1886 | loss: 0.0311607 | val_loss: 0.0311704 | Time: 1794.8 ms
[2021-08-26 02:00:10 main:574] : INFO : Epoch 1887 | loss: 0.0311631 | val_loss: 0.031171 | Time: 1748.86 ms
[2021-08-26 02:00:12 main:574] : INFO : Epoch 1888 | loss: 0.0311614 | val_loss: 0.0311725 | Time: 1659.24 ms
[2021-08-26 02:00:14 main:574] : INFO : Epoch 1889 | loss: 0.0311606 | val_loss: 0.0311724 | Time: 1927.06 ms
[2021-08-26 02:00:16 main:574] : INFO : Epoch 1890 | loss: 0.0311604 | val_loss: 0.0311727 | Time: 1774.81 ms
[2021-08-26 02:00:17 main:574] : INFO : Epoch 1891 | loss: 0.0311606 | val_loss: 0.031174 | Time: 1667.21 ms
[2021-08-26 02:00:19 main:574] : INFO : Epoch 1892 | loss: 0.0311642 | val_loss: 0.0311729 | Time: 1732.42 ms
[2021-08-26 02:00:21 main:574] : INFO : Epoch 1893 | loss: 0.0311632 | val_loss: 0.0311731 | Time: 1903.63 ms
[2021-08-26 02:00:23 main:574] : INFO : Epoch 1894 | loss: 0.0311651 | val_loss: 0.0311746 | Time: 1921.05 ms
[2021-08-26 02:00:25 main:574] : INFO : Epoch 1895 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 1688.35 ms
[2021-08-26 02:00:26 main:574] : INFO : Epoch 1896 | loss: 0.0311617 | val_loss: 0.0311715 | Time: 1696.01 ms
[2021-08-26 02:00:28 main:574] : INFO : Epoch 1897 | loss: 0.0311606 | val_loss: 0.0311712 | Time: 1694.32 ms
[2021-08-26 02:00:30 main:574] : INFO : Epoch 1898 | loss: 0.0311612 | val_loss: 0.0311696 | Time: 1677.98 ms
[2021-08-26 02:00:31 main:574] : INFO : Epoch 1899 | loss: 0.03116 | val_loss: 0.0311743 | Time: 1657.46 ms
[2021-08-26 02:00:33 main:574] : INFO : Epoch 1900 | loss: 0.03116 | val_loss: 0.0311712 | Time: 1852.74 ms
[2021-08-26 02:00:35 main:574] : INFO : Epoch 1901 | loss: 0.031162 | val_loss: 0.0311715 | Time: 1824.58 ms
[2021-08-26 02:00:37 main:574] : INFO : Epoch 1902 | loss: 0.0311614 | val_loss: 0.0311767 | Time: 1719.47 ms
[2021-08-26 02:00:38 main:574] : INFO : Epoch 1903 | loss: 0.0311626 | val_loss: 0.031172 | Time: 1668.78 ms
[2021-08-26 02:00:40 main:574] : INFO : Epoch 1904 | loss: 0.0311617 | val_loss: 0.0311743 | Time: 1771.42 ms
[2021-08-26 02:00:42 main:574] : INFO : Epoch 1905 | loss: 0.0311601 | val_loss: 0.0311744 | Time: 1659.27 ms
[2021-08-26 02:00:44 main:574] : INFO : Epoch 1906 | loss: 0.0311603 | val_loss: 0.0311723 | Time: 1763.98 ms
[2021-08-26 02:00:45 main:574] : INFO : Epoch 1907 | loss: 0.0311594 | val_loss: 0.0311715 | Time: 1780.28 ms
[2021-08-26 02:00:47 main:574] : INFO : Epoch 1908 | loss: 0.0311585 | val_loss: 0.0311718 | Time: 1694.64 ms
[2021-08-26 02:00:49 main:574] : INFO : Epoch 1909 | loss: 0.0311592 | val_loss: 0.0311712 | Time: 1870.43 ms
[2021-08-26 02:00:51 main:574] : INFO : Epoch 1910 | loss: 0.0311598 | val_loss: 0.031179 | Time: 1690.86 ms
[2021-08-26 02:00:52 main:574] : INFO : Epoch 1911 | loss: 0.0311607 | val_loss: 0.0311699 | Time: 1708.51 ms
[2021-08-26 02:00:54 main:574] : INFO : Epoch 1912 | loss: 0.0311583 | val_loss: 0.0311723 | Time: 1756.02 ms
[2021-08-26 02:00:56 main:574] : INFO : Epoch 1913 | loss: 0.0311578 | val_loss: 0.0311739 | Time: 1824.02 ms
[2021-08-26 02:00:58 main:574] : INFO : Epoch 1914 | loss: 0.0311596 | val_loss: 0.0311736 | Time: 1715.29 ms
[2021-08-26 02:00:59 main:574] : INFO : Epoch 1915 | loss: 0.0311583 | val_loss: 0.0311731 | Time: 1665.97 ms
[2021-08-26 02:01:01 main:574] : INFO : Epoch 1916 | loss: 0.0311567 | val_loss: 0.031173 | Time: 1770.68 ms
[2021-08-26 02:01:03 main:574] : INFO : Epoch 1917 | loss: 0.0311561 | val_loss: 0.0311713 | Time: 1834.95 ms
[2021-08-26 02:01:05 main:574] : INFO : Epoch 1918 | loss: 0.0311591 | val_loss: 0.0311729 | Time: 1845.54 ms
[2021-08-26 02:01:07 main:574] : INFO : Epoch 1919 | loss: 0.031162 | val_loss: 0.031175 | Time: 1726.1 ms
[2021-08-26 02:01:08 main:574] : INFO : Epoch 1920 | loss: 0.0311621 | val_loss: 0.0311725 | Time: 1891.71 ms
[2021-08-26 02:01:10 main:574] : INFO : Epoch 1921 | loss: 0.0311609 | val_loss: 0.0311705 | Time: 1934.23 ms
[2021-08-26 02:01:12 main:574] : INFO : Epoch 1922 | loss: 0.0311594 | val_loss: 0.031174 | Time: 1712.67 ms
[2021-08-26 02:01:14 main:574] : INFO : Epoch 1923 | loss: 0.0311582 | val_loss: 0.0311737 | Time: 1744.95 ms
[2021-08-26 02:01:16 main:574] : INFO : Epoch 1924 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 1705.72 ms
[2021-08-26 02:01:17 main:574] : INFO : Epoch 1925 | loss: 0.0311594 | val_loss: 0.0311763 | Time: 1790.72 ms
[2021-08-26 02:01:19 main:574] : INFO : Epoch 1926 | loss: 0.0311596 | val_loss: 0.0311808 | Time: 1743.2 ms
[2021-08-26 02:01:21 main:574] : INFO : Epoch 1927 | loss: 0.0311594 | val_loss: 0.031172 | Time: 1759.38 ms
[2021-08-26 02:01:23 main:574] : INFO : Epoch 1928 | loss: 0.0311575 | val_loss: 0.0311723 | Time: 1868.08 ms
[2021-08-26 02:01:25 main:574] : INFO : Epoch 1929 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 1946.77 ms
[2021-08-26 02:01:26 main:574] : INFO : Epoch 1930 | loss: 0.0311584 | val_loss: 0.0311785 | Time: 1733.32 ms
[2021-08-26 02:01:28 main:574] : INFO : Epoch 1931 | loss: 0.0311579 | val_loss: 0.0311743 | Time: 1875.96 ms
[2021-08-26 02:01:30 main:574] : INFO : Epoch 1932 | loss: 0.0311555 | val_loss: 0.0311724 | Time: 1848.1 ms
[2021-08-26 02:01:32 main:574] : INFO : Epoch 1933 | loss: 0.0311549 | val_loss: 0.031176 | Time: 1654.68 ms
[2021-08-26 02:01:33 main:574] : INFO : Epoch 1934 | loss: 0.0311558 | val_loss: 0.0311727 | Time: 1684.64 ms
[2021-08-26 02:01:35 main:574] : INFO : Epoch 1935 | loss: 0.0311574 | val_loss: 0.0311713 | Time: 1871.56 ms
[2021-08-26 02:01:37 main:574] : INFO : Epoch 1936 | loss: 0.0311557 | val_loss: 0.0311725 | Time: 1774.29 ms
[2021-08-26 02:01:39 main:574] : INFO : Epoch 1937 | loss: 0.031155 | val_loss: 0.0311706 | Time: 1961.41 ms
[2021-08-26 02:01:41 main:574] : INFO : Epoch 1938 | loss: 0.0311545 | val_loss: 0.0311761 | Time: 1854.26 ms
[2021-08-26 02:01:43 main:574] : INFO : Epoch 1939 | loss: 0.0311559 | val_loss: 0.0311726 | Time: 1757.77 ms
[2021-08-26 02:01:44 main:574] : INFO : Epoch 1940 | loss: 0.0311556 | val_loss: 0.0311746 | Time: 1760.67 ms
[2021-08-26 02:01:46 main:574] : INFO : Epoch 1941 | loss: 0.0311541 | val_loss: 0.0311742 | Time: 1685.12 ms
[2021-08-26 02:01:48 main:574] : INFO : Epoch 1942 | loss: 0.0311537 | val_loss: 0.0311759 | Time: 1704.71 ms
[2021-08-26 02:01:50 main:574] : INFO : Epoch 1943 | loss: 0.0311535 | val_loss: 0.0311753 | Time: 1818.61 ms
[2021-08-26 02:01:51 main:574] : INFO : Epoch 1944 | loss: 0.0311536 | val_loss: 0.0311728 | Time: 1696.96 ms
[2021-08-26 02:01:53 main:574] : INFO : Epoch 1945 | loss: 0.0311547 | val_loss: 0.0311739 | Time: 1953.89 ms
[2021-08-26 02:01:55 main:574] : INFO : Epoch 1946 | loss: 0.0311538 | val_loss: 0.0311733 | Time: 1896.88 ms
[2021-08-26 02:01:57 main:574] : INFO : Epoch 1947 | loss: 0.0311553 | val_loss: 0.0311754 | Time: 1696.96 ms
[2021-08-26 02:01:59 main:574] : INFO : Epoch 1948 | loss: 0.0311572 | val_loss: 0.0311753 | Time: 1803.91 ms
[2021-08-26 02:02:00 main:574] : INFO : Epoch 1949 | loss: 0.0311553 | val_loss: 0.0311722 | Time: 1692.72 ms
[2021-08-26 02:02:02 main:574] : INFO : Epoch 1950 | loss: 0.0311552 | val_loss: 0.0311713 | Time: 1846.69 ms
[2021-08-26 02:02:04 main:574] : INFO : Epoch 1951 | loss: 0.031154 | val_loss: 0.0311723 | Time: 1724.26 ms
[2021-08-26 02:02:06 main:574] : INFO : Epoch 1952 | loss: 0.0311549 | val_loss: 0.0311772 | Time: 1881.33 ms
[2021-08-26 02:02:08 main:574] : INFO : Epoch 1953 | loss: 0.0311558 | val_loss: 0.0311775 | Time: 1755.46 ms
[2021-08-26 02:02:09 main:574] : INFO : Epoch 1954 | loss: 0.0311562 | val_loss: 0.0311761 | Time: 1700.95 ms
[2021-08-26 02:02:11 main:574] : INFO : Epoch 1955 | loss: 0.0311593 | val_loss: 0.0311828 | Time: 1829.01 ms
[2021-08-26 02:02:13 main:574] : INFO : Epoch 1956 | loss: 0.0311555 | val_loss: 0.0311739 | Time: 1918.73 ms
[2021-08-26 02:02:15 main:574] : INFO : Epoch 1957 | loss: 0.0311564 | val_loss: 0.0311778 | Time: 1654.42 ms
[2021-08-26 02:02:17 main:574] : INFO : Epoch 1958 | loss: 0.0311566 | val_loss: 0.0311742 | Time: 1681.41 ms
[2021-08-26 02:02:18 main:574] : INFO : Epoch 1959 | loss: 0.0311565 | val_loss: 0.0311778 | Time: 1681.5 ms
[2021-08-26 02:02:20 main:574] : INFO : Epoch 1960 | loss: 0.0311551 | val_loss: 0.0311762 | Time: 1773.2 ms
[2021-08-26 02:02:22 main:574] : INFO : Epoch 1961 | loss: 0.031154 | val_loss: 0.0311756 | Time: 1843.27 ms
[2021-08-26 02:02:24 main:574] : INFO : Epoch 1962 | loss: 0.0311535 | val_loss: 0.031175 | Time: 1709.08 ms
[2021-08-26 02:02:25 main:574] : INFO : Epoch 1963 | loss: 0.0311517 | val_loss: 0.0311769 | Time: 1725.06 ms
[2021-08-26 02:02:27 main:574] : INFO : Epoch 1964 | loss: 0.0311522 | val_loss: 0.0311753 | Time: 1810.36 ms
[2021-08-26 02:02:29 main:574] : INFO : Epoch 1965 | loss: 0.0311539 | val_loss: 0.031175 | Time: 1784.31 ms
[2021-08-26 02:02:31 main:574] : INFO : Epoch 1966 | loss: 0.0311529 | val_loss: 0.0311807 | Time: 1688.63 ms
[2021-08-26 02:02:32 main:574] : INFO : Epoch 1967 | loss: 0.0311522 | val_loss: 0.0311758 | Time: 1885.47 ms
[2021-08-26 02:02:34 main:574] : INFO : Epoch 1968 | loss: 0.0311537 | val_loss: 0.0311822 | Time: 1854.13 ms
[2021-08-26 02:02:36 main:574] : INFO : Epoch 1969 | loss: 0.031154 | val_loss: 0.0311769 | Time: 1897.78 ms
[2021-08-26 02:02:38 main:574] : INFO : Epoch 1970 | loss: 0.0311519 | val_loss: 0.0311803 | Time: 1709.79 ms
[2021-08-26 02:02:40 main:574] : INFO : Epoch 1971 | loss: 0.0311524 | val_loss: 0.031182 | Time: 1663.71 ms
[2021-08-26 02:02:41 main:574] : INFO : Epoch 1972 | loss: 0.0311516 | val_loss: 0.031179 | Time: 1675.26 ms
[2021-08-26 02:02:43 main:574] : INFO : Epoch 1973 | loss: 0.0311495 | val_loss: 0.0311747 | Time: 1695.24 ms
[2021-08-26 02:02:45 main:574] : INFO : Epoch 1974 | loss: 0.0311505 | val_loss: 0.0311767 | Time: 1671.28 ms
[2021-08-26 02:02:46 main:574] : INFO : Epoch 1975 | loss: 0.0311499 | val_loss: 0.0311742 | Time: 1774.73 ms
[2021-08-26 02:02:48 main:574] : INFO : Epoch 1976 | loss: 0.0311499 | val_loss: 0.0311733 | Time: 1703.27 ms
[2021-08-26 02:02:50 main:574] : INFO : Epoch 1977 | loss: 0.0311506 | val_loss: 0.0311755 | Time: 1812.66 ms
[2021-08-26 02:02:52 main:574] : INFO : Epoch 1978 | loss: 0.0311522 | val_loss: 0.0311728 | Time: 1801.46 ms
[2021-08-26 02:02:53 main:574] : INFO : Epoch 1979 | loss: 0.0311513 | val_loss: 0.0311791 | Time: 1718.09 ms
[2021-08-26 02:02:55 main:574] : INFO : Epoch 1980 | loss: 0.0311514 | val_loss: 0.0311761 | Time: 1920.79 ms
[2021-08-26 02:02:57 main:574] : INFO : Epoch 1981 | loss: 0.0311519 | val_loss: 0.0311857 | Time: 1746.06 ms
[2021-08-26 02:02:59 main:574] : INFO : Epoch 1982 | loss: 0.031153 | val_loss: 0.0311778 | Time: 1874.89 ms
[2021-08-26 02:03:01 main:574] : INFO : Epoch 1983 | loss: 0.0311528 | val_loss: 0.0311725 | Time: 1847.69 ms
[2021-08-26 02:03:03 main:574] : INFO : Epoch 1984 | loss: 0.0311524 | val_loss: 0.0311744 | Time: 1677.83 ms
[2021-08-26 02:03:04 main:574] : INFO : Epoch 1985 | loss: 0.0311531 | val_loss: 0.0311787 | Time: 1731.52 ms
[2021-08-26 02:03:06 main:574] : INFO : Epoch 1986 | loss: 0.0311561 | val_loss: 0.0311744 | Time: 1834.01 ms
[2021-08-26 02:03:08 main:574] : INFO : Epoch 1987 | loss: 0.0311558 | val_loss: 0.0311764 | Time: 1876.32 ms
[2021-08-26 02:03:10 main:574] : INFO : Epoch 1988 | loss: 0.0311523 | val_loss: 0.0311753 | Time: 1849.78 ms
[2021-08-26 02:03:12 main:574] : INFO : Epoch 1989 | loss: 0.031153 | val_loss: 0.0311783 | Time: 1716.34 ms
[2021-08-26 02:03:13 main:574] : INFO : Epoch 1990 | loss: 0.0311516 | val_loss: 0.0311786 | Time: 1665.83 ms
[2021-08-26 02:03:15 main:574] : INFO : Epoch 1991 | loss: 0.031152 | val_loss: 0.0311821 | Time: 1832.8 ms
[2021-08-26 02:03:17 main:574] : INFO : Epoch 1992 | loss: 0.0311523 | val_loss: 0.0311788 | Time: 1736.61 ms
[2021-08-26 02:03:19 main:574] : INFO : Epoch 1993 | loss: 0.0311567 | val_loss: 0.031179 | Time: 1808.5 ms
[2021-08-26 02:03:20 main:574] : INFO : Epoch 1994 | loss: 0.0311527 | val_loss: 0.0311745 | Time: 1740.33 ms
[2021-08-26 02:03:22 main:574] : INFO : Epoch 1995 | loss: 0.0311507 | val_loss: 0.0311749 | Time: 1703.89 ms
[2021-08-26 02:03:24 main:574] : INFO : Epoch 1996 | loss: 0.0311494 | val_loss: 0.0311738 | Time: 1672.74 ms
[2021-08-26 02:03:26 main:574] : INFO : Epoch 1997 | loss: 0.0311517 | val_loss: 0.031178 | Time: 1759.51 ms
[2021-08-26 02:03:27 main:574] : INFO : Epoch 1998 | loss: 0.0311518 | val_loss: 0.0311794 | Time: 1721.61 ms
[2021-08-26 02:03:29 main:574] : INFO : Epoch 1999 | loss: 0.0311508 | val_loss: 0.031176 | Time: 1743.64 ms
[2021-08-26 02:03:31 main:574] : INFO : Epoch 2000 | loss: 0.031154 | val_loss: 0.0311802 | Time: 1675.37 ms
[2021-08-26 02:03:32 main:574] : INFO : Epoch 2001 | loss: 0.0311524 | val_loss: 0.0311797 | Time: 1744.46 ms
[2021-08-26 02:03:34 main:574] : INFO : Epoch 2002 | loss: 0.0311536 | val_loss: 0.0311774 | Time: 1674.81 ms
[2021-08-26 02:03:36 main:574] : INFO : Epoch 2003 | loss: 0.0311519 | val_loss: 0.0311758 | Time: 1697.07 ms
[2021-08-26 02:03:38 main:574] : INFO : Epoch 2004 | loss: 0.0311515 | val_loss: 0.0311828 | Time: 1678.19 ms
[2021-08-26 02:03:39 main:574] : INFO : Epoch 2005 | loss: 0.0311551 | val_loss: 0.0311743 | Time: 1668.16 ms
[2021-08-26 02:03:41 main:574] : INFO : Epoch 2006 | loss: 0.031151 | val_loss: 0.0311743 | Time: 1757.03 ms
[2021-08-26 02:03:43 main:574] : INFO : Epoch 2007 | loss: 0.0311513 | val_loss: 0.0311831 | Time: 1832.3 ms
[2021-08-26 02:03:44 main:574] : INFO : Epoch 2008 | loss: 0.0311524 | val_loss: 0.0311746 | Time: 1663.59 ms
[2021-08-26 02:03:46 main:574] : INFO : Epoch 2009 | loss: 0.0311509 | val_loss: 0.0311807 | Time: 1882.01 ms
[2021-08-26 02:03:48 main:574] : INFO : Epoch 2010 | loss: 0.0311502 | val_loss: 0.0311772 | Time: 1742.45 ms
[2021-08-26 02:03:50 main:574] : INFO : Epoch 2011 | loss: 0.031151 | val_loss: 0.0311782 | Time: 1657.48 ms
[2021-08-26 02:03:51 main:574] : INFO : Epoch 2012 | loss: 0.0311481 | val_loss: 0.0311758 | Time: 1724.77 ms
[2021-08-26 02:03:53 main:574] : INFO : Epoch 2013 | loss: 0.031148 | val_loss: 0.0311775 | Time: 1645.74 ms
[2021-08-26 02:03:55 main:574] : INFO : Epoch 2014 | loss: 0.0311514 | val_loss: 0.0311732 | Time: 1733.77 ms
[2021-08-26 02:03:57 main:574] : INFO : Epoch 2015 | loss: 0.0311544 | val_loss: 0.0311748 | Time: 1935.67 ms
[2021-08-26 02:03:58 main:574] : INFO : Epoch 2016 | loss: 0.0311575 | val_loss: 0.0311818 | Time: 1655.18 ms
[2021-08-26 02:04:00 main:574] : INFO : Epoch 2017 | loss: 0.0311562 | val_loss: 0.0311733 | Time: 1699.44 ms
[2021-08-26 02:04:02 main:574] : INFO : Epoch 2018 | loss: 0.0311537 | val_loss: 0.0311733 | Time: 1771.81 ms
[2021-08-26 02:04:04 main:574] : INFO : Epoch 2019 | loss: 0.0311526 | val_loss: 0.0311737 | Time: 1687.87 ms
[2021-08-26 02:04:05 main:574] : INFO : Epoch 2020 | loss: 0.0311527 | val_loss: 0.0311732 | Time: 1712.11 ms
[2021-08-26 02:04:07 main:574] : INFO : Epoch 2021 | loss: 0.0311529 | val_loss: 0.0311758 | Time: 1798.57 ms
[2021-08-26 02:04:09 main:574] : INFO : Epoch 2022 | loss: 0.0311529 | val_loss: 0.0311716 | Time: 1716.82 ms
[2021-08-26 02:04:11 main:574] : INFO : Epoch 2023 | loss: 0.031151 | val_loss: 0.031175 | Time: 1708.06 ms
[2021-08-26 02:04:12 main:574] : INFO : Epoch 2024 | loss: 0.0311523 | val_loss: 0.0311734 | Time: 1787.35 ms
[2021-08-26 02:04:14 main:574] : INFO : Epoch 2025 | loss: 0.0311503 | val_loss: 0.0311733 | Time: 1818.97 ms
[2021-08-26 02:04:16 main:574] : INFO : Epoch 2026 | loss: 0.0311506 | val_loss: 0.0311719 | Time: 1682.38 ms
[2021-08-26 02:04:18 main:574] : INFO : Epoch 2027 | loss: 0.0311499 | val_loss: 0.0311749 | Time: 1686.85 ms
[2021-08-26 02:04:20 main:574] : INFO : Epoch 2028 | loss: 0.0311504 | val_loss: 0.0311745 | Time: 1875.9 ms
[2021-08-26 02:04:21 main:574] : INFO : Epoch 2029 | loss: 0.0311554 | val_loss: 0.0311827 | Time: 1736.69 ms
[2021-08-26 02:04:23 main:574] : INFO : Epoch 2030 | loss: 0.0311578 | val_loss: 0.0311741 | Time: 1711.2 ms
[2021-08-26 02:04:25 main:574] : INFO : Epoch 2031 | loss: 0.031155 | val_loss: 0.0311785 | Time: 1745.81 ms
[2021-08-26 02:04:26 main:574] : INFO : Epoch 2032 | loss: 0.03115 | val_loss: 0.031176 | Time: 1654.2 ms
[2021-08-26 02:04:28 main:574] : INFO : Epoch 2033 | loss: 0.0311496 | val_loss: 0.0311786 | Time: 1753.43 ms
[2021-08-26 02:04:30 main:574] : INFO : Epoch 2034 | loss: 0.031151 | val_loss: 0.0311726 | Time: 1731.74 ms
[2021-08-26 02:04:32 main:574] : INFO : Epoch 2035 | loss: 0.0311522 | val_loss: 0.0311752 | Time: 1677.98 ms
[2021-08-26 02:04:33 main:574] : INFO : Epoch 2036 | loss: 0.0311488 | val_loss: 0.0311742 | Time: 1812.1 ms
[2021-08-26 02:04:35 main:574] : INFO : Epoch 2037 | loss: 0.0311508 | val_loss: 0.0311747 | Time: 1912.88 ms
[2021-08-26 02:04:37 main:574] : INFO : Epoch 2038 | loss: 0.0311495 | val_loss: 0.0311733 | Time: 1933.11 ms
[2021-08-26 02:04:39 main:574] : INFO : Epoch 2039 | loss: 0.0311492 | val_loss: 0.0311764 | Time: 1814.75 ms
[2021-08-26 02:04:41 main:574] : INFO : Epoch 2040 | loss: 0.03115 | val_loss: 0.0311697 | Time: 1782.29 ms
[2021-08-26 02:04:43 main:574] : INFO : Epoch 2041 | loss: 0.0311495 | val_loss: 0.0311725 | Time: 1715.86 ms
[2021-08-26 02:04:44 main:574] : INFO : Epoch 2042 | loss: 0.0311483 | val_loss: 0.0311734 | Time: 1719.75 ms
[2021-08-26 02:04:46 main:574] : INFO : Epoch 2043 | loss: 0.0311476 | val_loss: 0.0311723 | Time: 1724.2 ms
[2021-08-26 02:04:48 main:574] : INFO : Epoch 2044 | loss: 0.031146 | val_loss: 0.0311752 | Time: 1792.32 ms
[2021-08-26 02:04:50 main:574] : INFO : Epoch 2045 | loss: 0.0311478 | val_loss: 0.0311808 | Time: 1692.95 ms
[2021-08-26 02:04:51 main:574] : INFO : Epoch 2046 | loss: 0.0311526 | val_loss: 0.0311769 | Time: 1851.14 ms
[2021-08-26 02:04:53 main:574] : INFO : Epoch 2047 | loss: 0.0311503 | val_loss: 0.0311772 | Time: 1741.02 ms
[2021-08-26 02:04:55 main:574] : INFO : Epoch 2048 | loss: 0.0311477 | val_loss: 0.0311739 | Time: 1683.38 ms
[2021-08-26 02:04:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311739
[2021-08-26 02:04:55 main:603] : INFO : Saving end state to config to file
[2021-08-26 02:04:55 main:608] : INFO : Success, exiting..
02:04:55 (32944): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)