Task 14224954
| Name | ParityModified-1647042522-5009-3-0_0 |
| Workunit | 11283726 |
| Created | 2 Apr 2022, 3:14:12 UTC |
| Sent | 6 Apr 2022, 10:03:43 UTC |
| Report deadline | 14 Apr 2022, 10:03:43 UTC |
| Received | 7 Apr 2022, 6:34:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 1 min 20 sec |
| CPU time | 1 hours 0 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.58 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311909 | val_loss: 0.0311849 | Time: 1767.86 ms
[2022-04-07 01:18:18 main:574] : INFO : Epoch 1543 | loss: 0.031191 | val_loss: 0.0311847 | Time: 1804.8 ms
[2022-04-07 01:18:20 main:574] : INFO : Epoch 1544 | loss: 0.0311899 | val_loss: 0.0311856 | Time: 1744.98 ms
[2022-04-07 01:18:22 main:574] : INFO : Epoch 1545 | loss: 0.0311906 | val_loss: 0.0311854 | Time: 1781.05 ms
[2022-04-07 01:18:24 main:574] : INFO : Epoch 1546 | loss: 0.0311901 | val_loss: 0.0311839 | Time: 1774.14 ms
[2022-04-07 01:18:26 main:574] : INFO : Epoch 1547 | loss: 0.0311896 | val_loss: 0.0311839 | Time: 1774.85 ms
[2022-04-07 01:18:27 main:574] : INFO : Epoch 1548 | loss: 0.031189 | val_loss: 0.0311836 | Time: 1798.52 ms
[2022-04-07 01:18:29 main:574] : INFO : Epoch 1549 | loss: 0.031189 | val_loss: 0.0311836 | Time: 1766.19 ms
[2022-04-07 01:18:31 main:574] : INFO : Epoch 1550 | loss: 0.0311889 | val_loss: 0.0311838 | Time: 1758.86 ms
[2022-04-07 01:18:33 main:574] : INFO : Epoch 1551 | loss: 0.031189 | val_loss: 0.0311846 | Time: 1769.71 ms
[2022-04-07 01:18:35 main:574] : INFO : Epoch 1552 | loss: 0.0311888 | val_loss: 0.0311834 | Time: 1764.66 ms
[2022-04-07 01:18:36 main:574] : INFO : Epoch 1553 | loss: 0.0311884 | val_loss: 0.0311834 | Time: 1777.91 ms
[2022-04-07 01:18:38 main:574] : INFO : Epoch 1554 | loss: 0.0311892 | val_loss: 0.0311847 | Time: 1795.01 ms
[2022-04-07 01:18:40 main:574] : INFO : Epoch 1555 | loss: 0.0311888 | val_loss: 0.0311833 | Time: 1779.08 ms
[2022-04-07 01:18:42 main:574] : INFO : Epoch 1556 | loss: 0.0311875 | val_loss: 0.0311829 | Time: 1781.77 ms
[2022-04-07 01:18:44 main:574] : INFO : Epoch 1557 | loss: 0.0311877 | val_loss: 0.0311831 | Time: 1835.37 ms
[2022-04-07 01:18:45 main:574] : INFO : Epoch 1558 | loss: 0.0311873 | val_loss: 0.0311828 | Time: 1787.34 ms
[2022-04-07 01:18:47 main:574] : INFO : Epoch 1559 | loss: 0.0311871 | val_loss: 0.0311834 | Time: 1794.67 ms
[2022-04-07 01:18:49 main:574] : INFO : Epoch 1560 | loss: 0.0311881 | val_loss: 0.0311828 | Time: 1761.14 ms
[2022-04-07 01:18:51 main:574] : INFO : Epoch 1561 | loss: 0.0311873 | val_loss: 0.031183 | Time: 1787.19 ms
[2022-04-07 01:18:52 main:574] : INFO : Epoch 1562 | loss: 0.0311871 | val_loss: 0.0311827 | Time: 1782.54 ms
[2022-04-07 01:18:54 main:574] : INFO : Epoch 1563 | loss: 0.0311869 | val_loss: 0.0311829 | Time: 1793.88 ms
[2022-04-07 01:18:56 main:574] : INFO : Epoch 1564 | loss: 0.0311871 | val_loss: 0.0311836 | Time: 1754.91 ms
[2022-04-07 01:18:58 main:574] : INFO : Epoch 1565 | loss: 0.0311866 | val_loss: 0.0311866 | Time: 1820.1 ms
[2022-04-07 01:19:00 main:574] : INFO : Epoch 1566 | loss: 0.0311867 | val_loss: 0.0311827 | Time: 1793.22 ms
[2022-04-07 01:19:01 main:574] : INFO : Epoch 1567 | loss: 0.0311866 | val_loss: 0.0311892 | Time: 1781.87 ms
[2022-04-07 01:19:03 main:574] : INFO : Epoch 1568 | loss: 0.0311874 | val_loss: 0.0311832 | Time: 1798.95 ms
[2022-04-07 01:19:05 main:574] : INFO : Epoch 1569 | loss: 0.0311864 | val_loss: 0.0311823 | Time: 1772.41 ms
[2022-04-07 01:19:07 main:574] : INFO : Epoch 1570 | loss: 0.0311864 | val_loss: 0.031183 | Time: 1779.17 ms
[2022-04-07 01:19:09 main:574] : INFO : Epoch 1571 | loss: 0.0311865 | val_loss: 0.0311831 | Time: 1811.58 ms
[2022-04-07 01:19:10 main:574] : INFO : Epoch 1572 | loss: 0.0311864 | val_loss: 0.0311822 | Time: 1737.11 ms
[2022-04-07 01:19:12 main:574] : INFO : Epoch 1573 | loss: 0.0311866 | val_loss: 0.0311835 | Time: 1794.18 ms
[2022-04-07 01:19:14 main:574] : INFO : Epoch 1574 | loss: 0.0311871 | val_loss: 0.0311825 | Time: 1776.61 ms
[2022-04-07 01:19:16 main:574] : INFO : Epoch 1575 | loss: 0.0311873 | val_loss: 0.0311847 | Time: 1753.56 ms
[2022-04-07 01:19:18 main:574] : INFO : Epoch 1576 | loss: 0.0311877 | val_loss: 0.0311839 | Time: 1771.29 ms
[2022-04-07 01:19:19 main:574] : INFO : Epoch 1577 | loss: 0.0311863 | val_loss: 0.0311825 | Time: 1795.77 ms
[2022-04-07 01:19:21 main:574] : INFO : Epoch 1578 | loss: 0.0311859 | val_loss: 0.0311827 | Time: 1799.45 ms
[2022-04-07 01:19:23 main:574] : INFO : Epoch 1579 | loss: 0.031186 | val_loss: 0.0311822 | Time: 1779.84 ms
[2022-04-07 01:19:25 main:574] : INFO : Epoch 1580 | loss: 0.0311867 | val_loss: 0.0311839 | Time: 1765.61 ms
[2022-04-07 01:19:26 main:574] : INFO : Epoch 1581 | loss: 0.0311863 | val_loss: 0.031182 | Time: 1770.86 ms
[2022-04-07 01:19:28 main:574] : INFO : Epoch 1582 | loss: 0.0311865 | val_loss: 0.0311828 | Time: 1794.63 ms
[2022-04-07 01:19:30 main:574] : INFO : Epoch 1583 | loss: 0.0311882 | val_loss: 0.0311862 | Time: 1785.31 ms
[2022-04-07 01:19:32 main:574] : INFO : Epoch 1584 | loss: 0.0311865 | val_loss: 0.0311829 | Time: 1787.92 ms
[2022-04-07 01:19:34 main:574] : INFO : Epoch 1585 | loss: 0.0311852 | val_loss: 0.0311822 | Time: 1737.13 ms
[2022-04-07 01:19:35 main:574] : INFO : Epoch 1586 | loss: 0.0311865 | val_loss: 0.0311829 | Time: 1771.23 ms
[2022-04-07 01:19:37 main:574] : INFO : Epoch 1587 | loss: 0.0311867 | val_loss: 0.031182 | Time: 1829.41 ms
[2022-04-07 01:19:39 main:574] : INFO : Epoch 1588 | loss: 0.0311854 | val_loss: 0.0311827 | Time: 1805.8 ms
[2022-04-07 01:19:41 main:574] : INFO : Epoch 1589 | loss: 0.031185 | val_loss: 0.0311821 | Time: 1791.97 ms
[2022-04-07 01:19:43 main:574] : INFO : Epoch 1590 | loss: 0.0311852 | val_loss: 0.0311817 | Time: 1769.86 ms
[2022-04-07 01:19:44 main:574] : INFO : Epoch 1591 | loss: 0.0311856 | val_loss: 0.0311852 | Time: 1783.7 ms
[2022-04-07 01:19:46 main:574] : INFO : Epoch 1592 | loss: 0.0311858 | val_loss: 0.0311823 | Time: 1793.24 ms
[2022-04-07 01:19:48 main:574] : INFO : Epoch 1593 | loss: 0.0311847 | val_loss: 0.0311857 | Time: 1763.77 ms
[2022-04-07 01:19:50 main:574] : INFO : Epoch 1594 | loss: 0.0311858 | val_loss: 0.0311826 | Time: 1783.99 ms
[2022-04-07 01:19:52 main:574] : INFO : Epoch 1595 | loss: 0.0311863 | val_loss: 0.0311816 | Time: 1736.66 ms
[2022-04-07 01:19:53 main:574] : INFO : Epoch 1596 | loss: 0.031186 | val_loss: 0.0311865 | Time: 1769.4 ms
[2022-04-07 01:19:55 main:574] : INFO : Epoch 1597 | loss: 0.0311852 | val_loss: 0.0311822 | Time: 1772.47 ms
[2022-04-07 01:19:57 main:574] : INFO : Epoch 1598 | loss: 0.0311844 | val_loss: 0.0311812 | Time: 1806.25 ms
[2022-04-07 01:19:59 main:574] : INFO : Epoch 1599 | loss: 0.0311844 | val_loss: 0.0311819 | Time: 1770.65 ms
[2022-04-07 01:20:00 main:574] : INFO : Epoch 1600 | loss: 0.0311843 | val_loss: 0.0311813 | Time: 1813 ms
[2022-04-07 01:20:02 main:574] : INFO : Epoch 1601 | loss: 0.0311845 | val_loss: 0.031182 | Time: 1770.64 ms
[2022-04-07 01:20:04 main:574] : INFO : Epoch 1602 | loss: 0.0311851 | val_loss: 0.0311825 | Time: 1803.9 ms
[2022-04-07 01:20:06 main:574] : INFO : Epoch 1603 | loss: 0.031186 | val_loss: 0.031185 | Time: 1781.68 ms
[2022-04-07 01:20:08 main:574] : INFO : Epoch 1604 | loss: 0.0311851 | val_loss: 0.031186 | Time: 1748.42 ms
[2022-04-07 01:20:09 main:574] : INFO : Epoch 1605 | loss: 0.0311864 | val_loss: 0.031182 | Time: 1771.31 ms
[2022-04-07 01:20:11 main:574] : INFO : Epoch 1606 | loss: 0.0311852 | val_loss: 0.0311824 | Time: 1792.47 ms
[2022-04-07 01:20:13 main:574] : INFO : Epoch 1607 | loss: 0.0311853 | val_loss: 0.031181 | Time: 1766.07 ms
[2022-04-07 01:20:15 main:574] : INFO : Epoch 1608 | loss: 0.0311834 | val_loss: 0.0311848 | Time: 1790.89 ms
[2022-04-07 01:20:17 main:574] : INFO : Epoch 1609 | loss: 0.0311854 | val_loss: 0.0311816 | Time: 1763.04 ms
[2022-04-07 01:20:18 main:574] : INFO : Epoch 1610 | loss: 0.0311845 | val_loss: 0.0311809 | Time: 1779.79 ms
[2022-04-07 01:20:20 main:574] : INFO : Epoch 1611 | loss: 0.0311854 | val_loss: 0.0311807 | Time: 1773.86 ms
[2022-04-07 01:20:22 main:574] : INFO : Epoch 1612 | loss: 0.0311838 | val_loss: 0.0311814 | Time: 1765.75 ms
[2022-04-07 01:20:24 main:574] : INFO : Epoch 1613 | loss: 0.0311833 | val_loss: 0.031182 | Time: 1761.91 ms
[2022-04-07 01:20:25 main:574] : INFO : Epoch 1614 | loss: 0.0311851 | val_loss: 0.0311817 | Time: 1788.64 ms
[2022-04-07 01:20:27 main:574] : INFO : Epoch 1615 | loss: 0.0311859 | val_loss: 0.0311845 | Time: 1763.25 ms
[2022-04-07 01:20:29 main:574] : INFO : Epoch 1616 | loss: 0.0311865 | val_loss: 0.0311808 | Time: 1794.25 ms
[2022-04-07 01:20:31 main:574] : INFO : Epoch 1617 | loss: 0.0311827 | val_loss: 0.0311841 | Time: 1822.11 ms
[2022-04-07 01:20:33 main:574] : INFO : Epoch 1618 | loss: 0.0311828 | val_loss: 0.0311805 | Time: 1768.28 ms
[2022-04-07 01:20:34 main:574] : INFO : Epoch 1619 | loss: 0.0311825 | val_loss: 0.0311892 | Time: 1778 ms
[2022-04-07 01:20:36 main:574] : INFO : Epoch 1620 | loss: 0.0311853 | val_loss: 0.0311824 | Time: 1737.54 ms
[2022-04-07 01:20:38 main:574] : INFO : Epoch 1621 | loss: 0.0311823 | val_loss: 0.03118 | Time: 1848.83 ms
[2022-04-07 01:20:40 main:574] : INFO : Epoch 1622 | loss: 0.031184 | val_loss: 0.031181 | Time: 1788.01 ms
[2022-04-07 01:20:42 main:574] : INFO : Epoch 1623 | loss: 0.0311846 | val_loss: 0.031182 | Time: 1769.19 ms
[2022-04-07 01:20:43 main:574] : INFO : Epoch 1624 | loss: 0.0311845 | val_loss: 0.0311807 | Time: 1790.66 ms
[2022-04-07 01:20:45 main:574] : INFO : Epoch 1625 | loss: 0.0311841 | val_loss: 0.0311851 | Time: 1812.7 ms
[2022-04-07 01:20:47 main:574] : INFO : Epoch 1626 | loss: 0.0311836 | val_loss: 0.0311813 | Time: 1789.03 ms
[2022-04-07 01:20:49 main:574] : INFO : Epoch 1627 | loss: 0.0311822 | val_loss: 0.0311801 | Time: 1771.63 ms
[2022-04-07 01:20:51 main:574] : INFO : Epoch 1628 | loss: 0.0311837 | val_loss: 0.0311804 | Time: 1795.39 ms
[2022-04-07 01:20:52 main:574] : INFO : Epoch 1629 | loss: 0.0311835 | val_loss: 0.0311806 | Time: 1778.85 ms
[2022-04-07 01:20:54 main:574] : INFO : Epoch 1630 | loss: 0.0311817 | val_loss: 0.0311812 | Time: 1792.59 ms
[2022-04-07 01:20:56 main:574] : INFO : Epoch 1631 | loss: 0.0311832 | val_loss: 0.0311827 | Time: 1805.17 ms
[2022-04-07 01:20:58 main:574] : INFO : Epoch 1632 | loss: 0.0311821 | val_loss: 0.0311799 | Time: 1765.03 ms
[2022-04-07 01:21:00 main:574] : INFO : Epoch 1633 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 1766.5 ms
[2022-04-07 01:21:01 main:574] : INFO : Epoch 1634 | loss: 0.0311806 | val_loss: 0.0311792 | Time: 1784.32 ms
[2022-04-07 01:21:03 main:574] : INFO : Epoch 1635 | loss: 0.0311804 | val_loss: 0.0311819 | Time: 1802.43 ms
[2022-04-07 01:21:05 main:574] : INFO : Epoch 1636 | loss: 0.0311817 | val_loss: 0.0311792 | Time: 1778.06 ms
[2022-04-07 01:21:07 main:574] : INFO : Epoch 1637 | loss: 0.0311805 | val_loss: 0.0311794 | Time: 1787.86 ms
[2022-04-07 01:21:09 main:574] : INFO : Epoch 1638 | loss: 0.0311818 | val_loss: 0.0311809 | Time: 1804.31 ms
[2022-04-07 01:21:10 main:574] : INFO : Epoch 1639 | loss: 0.0311809 | val_loss: 0.0311806 | Time: 1784.1 ms
[2022-04-07 01:21:12 main:574] : INFO : Epoch 1640 | loss: 0.0311803 | val_loss: 0.0311825 | Time: 1782.51 ms
[2022-04-07 01:21:14 main:574] : INFO : Epoch 1641 | loss: 0.0311806 | val_loss: 0.0311817 | Time: 1801.42 ms
[2022-04-07 01:21:16 main:574] : INFO : Epoch 1642 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 1760.09 ms
[2022-04-07 01:21:18 main:574] : INFO : Epoch 1643 | loss: 0.0311831 | val_loss: 0.0311789 | Time: 1804.53 ms
[2022-04-07 01:21:19 main:574] : INFO : Epoch 1644 | loss: 0.0311799 | val_loss: 0.0311824 | Time: 1770.56 ms
[2022-04-07 01:21:21 main:574] : INFO : Epoch 1645 | loss: 0.0311801 | val_loss: 0.0311794 | Time: 1734.64 ms
[2022-04-07 01:21:23 main:574] : INFO : Epoch 1646 | loss: 0.0311786 | val_loss: 0.0311809 | Time: 1783.93 ms
[2022-04-07 01:21:25 main:574] : INFO : Epoch 1647 | loss: 0.0311793 | val_loss: 0.0311788 | Time: 1784.05 ms
[2022-04-07 01:21:26 main:574] : INFO : Epoch 1648 | loss: 0.0311788 | val_loss: 0.0311822 | Time: 1802.07 ms
[2022-04-07 01:21:28 main:574] : INFO : Epoch 1649 | loss: 0.0311806 | val_loss: 0.0311791 | Time: 1764.8 ms
[2022-04-07 01:21:30 main:574] : INFO : Epoch 1650 | loss: 0.0311795 | val_loss: 0.0311785 | Time: 1772.93 ms
[2022-04-07 01:21:32 main:574] : INFO : Epoch 1651 | loss: 0.0311785 | val_loss: 0.0311784 | Time: 1781.88 ms
[2022-04-07 01:21:34 main:574] : INFO : Epoch 1652 | loss: 0.0311779 | val_loss: 0.0311782 | Time: 1768.06 ms
[2022-04-07 01:21:35 main:574] : INFO : Epoch 1653 | loss: 0.031178 | val_loss: 0.031178 | Time: 1802.08 ms
[2022-04-07 01:21:37 main:574] : INFO : Epoch 1654 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 1801.46 ms
[2022-04-07 01:21:39 main:574] : INFO : Epoch 1655 | loss: 0.0311803 | val_loss: 0.0311949 | Time: 1774.61 ms
[2022-04-07 01:21:41 main:574] : INFO : Epoch 1656 | loss: 0.0311849 | val_loss: 0.0311811 | Time: 1764.73 ms
[2022-04-07 01:21:43 main:574] : INFO : Epoch 1657 | loss: 0.03118 | val_loss: 0.0311801 | Time: 1832.72 ms
[2022-04-07 01:21:44 main:574] : INFO : Epoch 1658 | loss: 0.031178 | val_loss: 0.0311819 | Time: 1761.59 ms
[2022-04-07 01:21:46 main:574] : INFO : Epoch 1659 | loss: 0.0311787 | val_loss: 0.031178 | Time: 1786.42 ms
[2022-04-07 01:21:48 main:574] : INFO : Epoch 1660 | loss: 0.0311773 | val_loss: 0.0311795 | Time: 1749.64 ms
[2022-04-07 01:21:50 main:574] : INFO : Epoch 1661 | loss: 0.0311797 | val_loss: 0.0311806 | Time: 1775.25 ms
[2022-04-07 01:21:51 main:574] : INFO : Epoch 1662 | loss: 0.031178 | val_loss: 0.0311781 | Time: 1754.92 ms
[2022-04-07 01:21:53 main:574] : INFO : Epoch 1663 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 1765.38 ms
[2022-04-07 01:21:55 main:574] : INFO : Epoch 1664 | loss: 0.0311788 | val_loss: 0.0311809 | Time: 1776.34 ms
[2022-04-07 01:21:57 main:574] : INFO : Epoch 1665 | loss: 0.0311778 | val_loss: 0.031178 | Time: 1807.49 ms
[2022-04-07 01:21:59 main:574] : INFO : Epoch 1666 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 1769.44 ms
[2022-04-07 01:22:00 main:574] : INFO : Epoch 1667 | loss: 0.0311773 | val_loss: 0.0311788 | Time: 1837.96 ms
[2022-04-07 01:22:02 main:574] : INFO : Epoch 1668 | loss: 0.0311767 | val_loss: 0.0311786 | Time: 1779.37 ms
[2022-04-07 01:22:04 main:574] : INFO : Epoch 1669 | loss: 0.0311792 | val_loss: 0.0311829 | Time: 1773.05 ms
[2022-04-07 01:22:06 main:574] : INFO : Epoch 1670 | loss: 0.0311791 | val_loss: 0.0311787 | Time: 1771.43 ms
[2022-04-07 01:22:08 main:574] : INFO : Epoch 1671 | loss: 0.0311765 | val_loss: 0.0311779 | Time: 1776.6 ms
[2022-04-07 01:22:09 main:574] : INFO : Epoch 1672 | loss: 0.0311781 | val_loss: 0.0311836 | Time: 1791.92 ms
[2022-04-07 01:22:11 main:574] : INFO : Epoch 1673 | loss: 0.0311787 | val_loss: 0.0311786 | Time: 1761.16 ms
[2022-04-07 01:22:13 main:574] : INFO : Epoch 1674 | loss: 0.0311777 | val_loss: 0.031183 | Time: 1784.38 ms
[2022-04-07 01:22:15 main:574] : INFO : Epoch 1675 | loss: 0.0311777 | val_loss: 0.0311782 | Time: 1804.01 ms
[2022-04-07 01:22:17 main:574] : INFO : Epoch 1676 | loss: 0.0311761 | val_loss: 0.0311788 | Time: 1786.88 ms
[2022-04-07 01:22:18 main:574] : INFO : Epoch 1677 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 1814.62 ms
[2022-04-07 01:22:20 main:574] : INFO : Epoch 1678 | loss: 0.0311784 | val_loss: 0.0311805 | Time: 1783.62 ms
[2022-04-07 01:22:22 main:574] : INFO : Epoch 1679 | loss: 0.0311773 | val_loss: 0.0311785 | Time: 1773.02 ms
[2022-04-07 01:22:24 main:574] : INFO : Epoch 1680 | loss: 0.0311801 | val_loss: 0.0311838 | Time: 1766.95 ms
[2022-04-07 01:22:26 main:574] : INFO : Epoch 1681 | loss: 0.0311777 | val_loss: 0.0311771 | Time: 1798.28 ms
[2022-04-07 01:22:27 main:574] : INFO : Epoch 1682 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 1782 ms
[2022-04-07 01:22:29 main:574] : INFO : Epoch 1683 | loss: 0.031177 | val_loss: 0.0311776 | Time: 1777.5 ms
[2022-04-07 01:22:31 main:574] : INFO : Epoch 1684 | loss: 0.0311765 | val_loss: 0.0311772 | Time: 1778.93 ms
[2022-04-07 01:22:33 main:574] : INFO : Epoch 1685 | loss: 0.0311753 | val_loss: 0.0311779 | Time: 1772.72 ms
[2022-04-07 01:22:34 main:574] : INFO : Epoch 1686 | loss: 0.0311752 | val_loss: 0.0311785 | Time: 1795.81 ms
[2022-04-07 01:22:36 main:574] : INFO : Epoch 1687 | loss: 0.0311753 | val_loss: 0.0311774 | Time: 1761.55 ms
[2022-04-07 01:22:38 main:574] : INFO : Epoch 1688 | loss: 0.0311751 | val_loss: 0.0311794 | Time: 1742.15 ms
[2022-04-07 01:22:40 main:574] : INFO : Epoch 1689 | loss: 0.0311755 | val_loss: 0.0311853 | Time: 1781.65 ms
[2022-04-07 01:22:42 main:574] : INFO : Epoch 1690 | loss: 0.0311763 | val_loss: 0.0311779 | Time: 1786.9 ms
[2022-04-07 01:22:43 main:574] : INFO : Epoch 1691 | loss: 0.0311801 | val_loss: 0.0311779 | Time: 1777.61 ms
[2022-04-07 01:22:45 main:574] : INFO : Epoch 1692 | loss: 0.0311793 | val_loss: 0.0311803 | Time: 1791.91 ms
[2022-04-07 01:22:47 main:574] : INFO : Epoch 1693 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 1794.62 ms
[2022-04-07 01:22:49 main:574] : INFO : Epoch 1694 | loss: 0.0311758 | val_loss: 0.0311787 | Time: 1762.04 ms
[2022-04-07 01:22:51 main:574] : INFO : Epoch 1695 | loss: 0.0311763 | val_loss: 0.0311798 | Time: 1786.09 ms
[2022-04-07 01:22:52 main:574] : INFO : Epoch 1696 | loss: 0.0311751 | val_loss: 0.0311768 | Time: 1802.54 ms
[2022-04-07 01:22:54 main:574] : INFO : Epoch 1697 | loss: 0.0311737 | val_loss: 0.0311768 | Time: 1786.98 ms
[2022-04-07 01:22:56 main:574] : INFO : Epoch 1698 | loss: 0.0311751 | val_loss: 0.0311767 | Time: 1810.84 ms
[2022-04-07 01:22:58 main:574] : INFO : Epoch 1699 | loss: 0.031175 | val_loss: 0.0311805 | Time: 1792.43 ms
[2022-04-07 01:23:00 main:574] : INFO : Epoch 1700 | loss: 0.0311757 | val_loss: 0.0311772 | Time: 1782.45 ms
[2022-04-07 01:23:01 main:574] : INFO : Epoch 1701 | loss: 0.0311755 | val_loss: 0.0311811 | Time: 1791.47 ms
[2022-04-07 01:23:03 main:574] : INFO : Epoch 1702 | loss: 0.0311742 | val_loss: 0.0311763 | Time: 1790.97 ms
[2022-04-07 01:23:05 main:574] : INFO : Epoch 1703 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 1776.1 ms
[2022-04-07 01:23:07 main:574] : INFO : Epoch 1704 | loss: 0.0311745 | val_loss: 0.031177 | Time: 1771.27 ms
[2022-04-07 01:23:09 main:574] : INFO : Epoch 1705 | loss: 0.0311737 | val_loss: 0.0311763 | Time: 1788.56 ms
[2022-04-07 01:23:10 main:574] : INFO : Epoch 1706 | loss: 0.0311733 | val_loss: 0.0311773 | Time: 1791.55 ms
[2022-04-07 01:23:12 main:574] : INFO : Epoch 1707 | loss: 0.0311733 | val_loss: 0.0311783 | Time: 1787.25 ms
[2022-04-07 01:23:14 main:574] : INFO : Epoch 1708 | loss: 0.0311735 | val_loss: 0.0311766 | Time: 1772.66 ms
[2022-04-07 01:23:16 main:574] : INFO : Epoch 1709 | loss: 0.0311721 | val_loss: 0.0311779 | Time: 1772.24 ms
[2022-04-07 01:23:17 main:574] : INFO : Epoch 1710 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 1776.17 ms
[2022-04-07 01:23:19 main:574] : INFO : Epoch 1711 | loss: 0.0311726 | val_loss: 0.0311772 | Time: 1791.03 ms
[2022-04-07 01:23:21 main:574] : INFO : Epoch 1712 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 1782.5 ms
[2022-04-07 01:23:23 main:574] : INFO : Epoch 1713 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 1796.84 ms
[2022-04-07 01:23:25 main:574] : INFO : Epoch 1714 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 1779.84 ms
[2022-04-07 01:23:26 main:574] : INFO : Epoch 1715 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 1775.57 ms
[2022-04-07 01:23:28 main:574] : INFO : Epoch 1716 | loss: 0.0311724 | val_loss: 0.0311752 | Time: 1797.5 ms
[2022-04-07 01:23:30 main:574] : INFO : Epoch 1717 | loss: 0.0311716 | val_loss: 0.031179 | Time: 1750.13 ms
[2022-04-07 01:23:32 main:574] : INFO : Epoch 1718 | loss: 0.0311731 | val_loss: 0.0311804 | Time: 1750.35 ms
[2022-04-07 01:23:34 main:574] : INFO : Epoch 1719 | loss: 0.031174 | val_loss: 0.0311758 | Time: 1784.06 ms
[2022-04-07 01:23:35 main:574] : INFO : Epoch 1720 | loss: 0.0311733 | val_loss: 0.0311833 | Time: 1766.5 ms
[2022-04-07 01:23:37 main:574] : INFO : Epoch 1721 | loss: 0.0311787 | val_loss: 0.0311873 | Time: 1801.9 ms
[2022-04-07 01:23:39 main:574] : INFO : Epoch 1722 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 1793.98 ms
[2022-04-07 01:23:41 main:574] : INFO : Epoch 1723 | loss: 0.0311712 | val_loss: 0.0311764 | Time: 1756.1 ms
[2022-04-07 01:23:42 main:574] : INFO : Epoch 1724 | loss: 0.0311717 | val_loss: 0.0311768 | Time: 1789.97 ms
[2022-04-07 01:23:44 main:574] : INFO : Epoch 1725 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 1812.52 ms
[2022-04-07 01:23:46 main:574] : INFO : Epoch 1726 | loss: 0.0311727 | val_loss: 0.0311764 | Time: 1771.95 ms
[2022-04-07 01:23:48 main:574] : INFO : Epoch 1727 | loss: 0.0311711 | val_loss: 0.031176 | Time: 1756.11 ms
[2022-04-07 01:23:50 main:574] : INFO : Epoch 1728 | loss: 0.0311716 | val_loss: 0.0311809 | Time: 1781.53 ms
[2022-04-07 01:23:51 main:574] : INFO : Epoch 1729 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 1819.57 ms
[2022-04-07 01:23:53 main:574] : INFO : Epoch 1730 | loss: 0.0311717 | val_loss: 0.0311795 | Time: 1777.54 ms
[2022-04-07 01:23:55 main:574] : INFO : Epoch 1731 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 1768.01 ms
[2022-04-07 01:23:57 main:574] : INFO : Epoch 1732 | loss: 0.0311702 | val_loss: 0.031176 | Time: 1797.64 ms
[2022-04-07 01:23:59 main:574] : INFO : Epoch 1733 | loss: 0.0311718 | val_loss: 0.031181 | Time: 1773.47 ms
[2022-04-07 01:24:00 main:574] : INFO : Epoch 1734 | loss: 0.0311734 | val_loss: 0.031176 | Time: 1767.56 ms
[2022-04-07 01:24:02 main:574] : INFO : Epoch 1735 | loss: 0.0311732 | val_loss: 0.0311749 | Time: 1742.44 ms
[2022-04-07 01:24:04 main:574] : INFO : Epoch 1736 | loss: 0.0311753 | val_loss: 0.0311768 | Time: 1783.41 ms
[2022-04-07 01:24:06 main:574] : INFO : Epoch 1737 | loss: 0.0311738 | val_loss: 0.0311747 | Time: 1796.02 ms
[2022-04-07 01:24:08 main:574] : INFO : Epoch 1738 | loss: 0.0311728 | val_loss: 0.0311753 | Time: 1787 ms
[2022-04-07 01:24:09 main:574] : INFO : Epoch 1739 | loss: 0.0311709 | val_loss: 0.0311739 | Time: 1776.02 ms
[2022-04-07 01:24:11 main:574] : INFO : Epoch 1740 | loss: 0.0311711 | val_loss: 0.0311754 | Time: 1758.36 ms
[2022-04-07 01:24:13 main:574] : INFO : Epoch 1741 | loss: 0.0311722 | val_loss: 0.0311746 | Time: 1747.56 ms
[2022-04-07 01:24:15 main:574] : INFO : Epoch 1742 | loss: 0.0311723 | val_loss: 0.0311745 | Time: 1786.91 ms
[2022-04-07 01:24:16 main:574] : INFO : Epoch 1743 | loss: 0.0311699 | val_loss: 0.0311765 | Time: 1764.73 ms
[2022-04-07 01:24:18 main:574] : INFO : Epoch 1744 | loss: 0.0311722 | val_loss: 0.0311744 | Time: 1766.11 ms
[2022-04-07 01:24:20 main:574] : INFO : Epoch 1745 | loss: 0.0311716 | val_loss: 0.031175 | Time: 1796 ms
[2022-04-07 01:24:22 main:574] : INFO : Epoch 1746 | loss: 0.0311727 | val_loss: 0.0311755 | Time: 1773.75 ms
[2022-04-07 01:24:24 main:574] : INFO : Epoch 1747 | loss: 0.0311731 | val_loss: 0.0311742 | Time: 1751.73 ms
[2022-04-07 01:24:25 main:574] : INFO : Epoch 1748 | loss: 0.0311739 | val_loss: 0.0311751 | Time: 1799.81 ms
[2022-04-07 01:24:27 main:574] : INFO : Epoch 1749 | loss: 0.0311729 | val_loss: 0.0311758 | Time: 1782.08 ms
[2022-04-07 01:24:29 main:574] : INFO : Epoch 1750 | loss: 0.0311728 | val_loss: 0.0311748 | Time: 1790.41 ms
[2022-04-07 01:24:31 main:574] : INFO : Epoch 1751 | loss: 0.0311705 | val_loss: 0.0311782 | Time: 1786.46 ms
[2022-04-07 01:24:33 main:574] : INFO : Epoch 1752 | loss: 0.0311724 | val_loss: 0.0311747 | Time: 1769.11 ms
[2022-04-07 01:24:34 main:574] : INFO : Epoch 1753 | loss: 0.0311712 | val_loss: 0.031174 | Time: 1767.36 ms
[2022-04-07 01:24:36 main:574] : INFO : Epoch 1754 | loss: 0.0311727 | val_loss: 0.0311739 | Time: 1800.17 ms
[2022-04-07 01:24:38 main:574] : INFO : Epoch 1755 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 1806.49 ms
[2022-04-07 01:24:40 main:574] : INFO : Epoch 1756 | loss: 0.0311725 | val_loss: 0.0311739 | Time: 1795.86 ms
[2022-04-07 01:24:42 main:574] : INFO : Epoch 1757 | loss: 0.0311715 | val_loss: 0.031178 | Time: 1815.02 ms
[2022-04-07 01:24:43 main:574] : INFO : Epoch 1758 | loss: 0.0311699 | val_loss: 0.0311751 | Time: 1777.4 ms
[2022-04-07 01:24:45 main:574] : INFO : Epoch 1759 | loss: 0.0311724 | val_loss: 0.0311744 | Time: 1778.39 ms
[2022-04-07 01:24:47 main:574] : INFO : Epoch 1760 | loss: 0.0311716 | val_loss: 0.0311761 | Time: 1804.06 ms
[2022-04-07 01:24:49 main:574] : INFO : Epoch 1761 | loss: 0.0311788 | val_loss: 0.0311781 | Time: 1800.48 ms
[2022-04-07 01:24:51 main:574] : INFO : Epoch 1762 | loss: 0.0311803 | val_loss: 0.031184 | Time: 1765 ms
[2022-04-07 01:24:52 main:574] : INFO : Epoch 1763 | loss: 0.0311793 | val_loss: 0.0311779 | Time: 1783.86 ms
[2022-04-07 01:24:54 main:574] : INFO : Epoch 1764 | loss: 0.0311764 | val_loss: 0.0311754 | Time: 1761.17 ms
[2022-04-07 01:24:56 main:574] : INFO : Epoch 1765 | loss: 0.031175 | val_loss: 0.031176 | Time: 1834.84 ms
[2022-04-07 01:24:58 main:574] : INFO : Epoch 1766 | loss: 0.0311768 | val_loss: 0.0311782 | Time: 1830.15 ms
[2022-04-07 01:25:00 main:574] : INFO : Epoch 1767 | loss: 0.0311754 | val_loss: 0.0311758 | Time: 1857.59 ms
[2022-04-07 01:25:01 main:574] : INFO : Epoch 1768 | loss: 0.0311745 | val_loss: 0.031176 | Time: 1844.85 ms
[2022-04-07 01:25:03 main:574] : INFO : Epoch 1769 | loss: 0.0311734 | val_loss: 0.0311745 | Time: 1836.49 ms
[2022-04-07 01:25:05 main:574] : INFO : Epoch 1770 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 1943.08 ms
[2022-04-07 01:25:07 main:574] : INFO : Epoch 1771 | loss: 0.0311764 | val_loss: 0.0311768 | Time: 1845.81 ms
[2022-04-07 01:25:09 main:574] : INFO : Epoch 1772 | loss: 0.0311731 | val_loss: 0.0311753 | Time: 1860.25 ms
[2022-04-07 01:25:11 main:574] : INFO : Epoch 1773 | loss: 0.0311726 | val_loss: 0.0311739 | Time: 1790.16 ms
[2022-04-07 01:25:13 main:574] : INFO : Epoch 1774 | loss: 0.0311717 | val_loss: 0.0311752 | Time: 2034.95 ms
[2022-04-07 01:25:15 main:574] : INFO : Epoch 1775 | loss: 0.0311705 | val_loss: 0.0311776 | Time: 1811.7 ms
[2022-04-07 01:25:16 main:574] : INFO : Epoch 1776 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 1768.09 ms
[2022-04-07 01:25:18 main:574] : INFO : Epoch 1777 | loss: 0.0311716 | val_loss: 0.0311755 | Time: 1767.72 ms
[2022-04-07 01:25:20 main:574] : INFO : Epoch 1778 | loss: 0.0311711 | val_loss: 0.0311735 | Time: 1791.95 ms
[2022-04-07 01:25:22 main:574] : INFO : Epoch 1779 | loss: 0.0311686 | val_loss: 0.0311743 | Time: 1774.96 ms
[2022-04-07 01:25:24 main:574] : INFO : Epoch 1780 | loss: 0.0311699 | val_loss: 0.0311738 | Time: 1788.2 ms
[2022-04-07 01:25:25 main:574] : INFO : Epoch 1781 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 1791.99 ms
[2022-04-07 01:25:27 main:574] : INFO : Epoch 1782 | loss: 0.0311684 | val_loss: 0.0311735 | Time: 1788.43 ms
[2022-04-07 01:25:29 main:574] : INFO : Epoch 1783 | loss: 0.031168 | val_loss: 0.0311735 | Time: 1762.59 ms
[2022-04-07 01:25:31 main:574] : INFO : Epoch 1784 | loss: 0.0311703 | val_loss: 0.031176 | Time: 1820.09 ms
[2022-04-07 01:25:33 main:574] : INFO : Epoch 1785 | loss: 0.0311679 | val_loss: 0.031174 | Time: 1832.29 ms
[2022-04-07 01:25:35 main:574] : INFO : Epoch 1786 | loss: 0.0311682 | val_loss: 0.0311727 | Time: 1857.17 ms
[2022-04-07 01:25:36 main:574] : INFO : Epoch 1787 | loss: 0.0311683 | val_loss: 0.0311736 | Time: 1835.51 ms
[2022-04-07 01:25:38 main:574] : INFO : Epoch 1788 | loss: 0.0311681 | val_loss: 0.0311729 | Time: 1845.78 ms
[2022-04-07 01:25:40 main:574] : INFO : Epoch 1789 | loss: 0.0311679 | val_loss: 0.0311742 | Time: 1883.54 ms
[2022-04-07 01:25:42 main:574] : INFO : Epoch 1790 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 1891.43 ms
[2022-04-07 01:25:44 main:574] : INFO : Epoch 1791 | loss: 0.0311679 | val_loss: 0.0311729 | Time: 1845.93 ms
[2022-04-07 01:25:46 main:574] : INFO : Epoch 1792 | loss: 0.0311671 | val_loss: 0.0311741 | Time: 1826.87 ms
[2022-04-07 01:25:48 main:574] : INFO : Epoch 1793 | loss: 0.0311682 | val_loss: 0.031174 | Time: 1860.93 ms
[2022-04-07 01:25:50 main:574] : INFO : Epoch 1794 | loss: 0.0311673 | val_loss: 0.0311736 | Time: 1873.82 ms
[2022-04-07 01:25:51 main:574] : INFO : Epoch 1795 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 1833.7 ms
[2022-04-07 01:25:53 main:574] : INFO : Epoch 1796 | loss: 0.0311668 | val_loss: 0.0311741 | Time: 1904.44 ms
[2022-04-07 01:25:55 main:574] : INFO : Epoch 1797 | loss: 0.0311678 | val_loss: 0.0311751 | Time: 1838.07 ms
[2022-04-07 01:25:57 main:574] : INFO : Epoch 1798 | loss: 0.0311674 | val_loss: 0.031174 | Time: 1853.46 ms
[2022-04-07 01:25:59 main:574] : INFO : Epoch 1799 | loss: 0.0311676 | val_loss: 0.0311748 | Time: 1843.17 ms
[2022-04-07 01:26:01 main:574] : INFO : Epoch 1800 | loss: 0.0311683 | val_loss: 0.0311791 | Time: 1835.07 ms
[2022-04-07 01:26:03 main:574] : INFO : Epoch 1801 | loss: 0.0311711 | val_loss: 0.031177 | Time: 1841.26 ms
[2022-04-07 01:26:04 main:574] : INFO : Epoch 1802 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 1819.53 ms
[2022-04-07 01:26:06 main:574] : INFO : Epoch 1803 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 1837.74 ms
[2022-04-07 01:26:08 main:574] : INFO : Epoch 1804 | loss: 0.0311688 | val_loss: 0.0311803 | Time: 1858.14 ms
[2022-04-07 01:26:10 main:574] : INFO : Epoch 1805 | loss: 0.0311724 | val_loss: 0.0311788 | Time: 1889.06 ms
[2022-04-07 01:26:12 main:574] : INFO : Epoch 1806 | loss: 0.0311691 | val_loss: 0.0311732 | Time: 1852.12 ms
[2022-04-07 01:26:14 main:574] : INFO : Epoch 1807 | loss: 0.0311693 | val_loss: 0.0311778 | Time: 1846.08 ms
[2022-04-07 01:26:16 main:574] : INFO : Epoch 1808 | loss: 0.0311669 | val_loss: 0.0311755 | Time: 1757.75 ms
[2022-04-07 01:26:17 main:574] : INFO : Epoch 1809 | loss: 0.0311668 | val_loss: 0.0311821 | Time: 1763.45 ms
[2022-04-07 01:26:19 main:574] : INFO : Epoch 1810 | loss: 0.0311677 | val_loss: 0.0311745 | Time: 1761.57 ms
[2022-04-07 01:26:21 main:574] : INFO : Epoch 1811 | loss: 0.031168 | val_loss: 0.0311827 | Time: 1805.36 ms
[2022-04-07 01:26:23 main:574] : INFO : Epoch 1812 | loss: 0.031172 | val_loss: 0.0311846 | Time: 1791.03 ms
[2022-04-07 01:26:24 main:574] : INFO : Epoch 1813 | loss: 0.031169 | val_loss: 0.0311766 | Time: 1808.61 ms
[2022-04-07 01:26:26 main:574] : INFO : Epoch 1814 | loss: 0.031166 | val_loss: 0.0311734 | Time: 1770.1 ms
[2022-04-07 01:26:28 main:574] : INFO : Epoch 1815 | loss: 0.0311645 | val_loss: 0.0311751 | Time: 1811.96 ms
[2022-04-07 01:26:30 main:574] : INFO : Epoch 1816 | loss: 0.0311659 | val_loss: 0.0311741 | Time: 1749.38 ms
[2022-04-07 01:26:32 main:574] : INFO : Epoch 1817 | loss: 0.031165 | val_loss: 0.0311765 | Time: 1759.83 ms
[2022-04-07 01:26:33 main:574] : INFO : Epoch 1818 | loss: 0.0311688 | val_loss: 0.0311742 | Time: 1774.27 ms
[2022-04-07 01:26:35 main:574] : INFO : Epoch 1819 | loss: 0.0311642 | val_loss: 0.0311756 | Time: 1754.98 ms
[2022-04-07 01:26:37 main:574] : INFO : Epoch 1820 | loss: 0.0311663 | val_loss: 0.031178 | Time: 1805.34 ms
[2022-04-07 01:26:39 main:574] : INFO : Epoch 1821 | loss: 0.0311658 | val_loss: 0.031174 | Time: 1822.71 ms
[2022-04-07 01:26:41 main:574] : INFO : Epoch 1822 | loss: 0.0311642 | val_loss: 0.0311801 | Time: 1823.72 ms
[2022-04-07 01:26:42 main:574] : INFO : Epoch 1823 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 1785.69 ms
[2022-04-07 01:26:44 main:574] : INFO : Epoch 1824 | loss: 0.0311679 | val_loss: 0.0311887 | Time: 1802.09 ms
[2022-04-07 01:26:46 main:574] : INFO : Epoch 1825 | loss: 0.031168 | val_loss: 0.0311801 | Time: 1795.19 ms
[2022-04-07 01:26:48 main:574] : INFO : Epoch 1826 | loss: 0.0311654 | val_loss: 0.0311759 | Time: 1803.83 ms
[2022-04-07 01:26:50 main:574] : INFO : Epoch 1827 | loss: 0.031166 | val_loss: 0.0311746 | Time: 1813.23 ms
[2022-04-07 01:26:51 main:574] : INFO : Epoch 1828 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 1775.4 ms
[2022-04-07 01:26:53 main:574] : INFO : Epoch 1829 | loss: 0.0311647 | val_loss: 0.0311737 | Time: 1814.65 ms
[2022-04-07 01:26:55 main:574] : INFO : Epoch 1830 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 1782.13 ms
[2022-04-07 01:26:57 main:574] : INFO : Epoch 1831 | loss: 0.0311643 | val_loss: 0.0311779 | Time: 1785.63 ms
[2022-04-07 01:26:59 main:574] : INFO : Epoch 1832 | loss: 0.0311654 | val_loss: 0.0311751 | Time: 1770.41 ms
[2022-04-07 01:27:00 main:574] : INFO : Epoch 1833 | loss: 0.0311642 | val_loss: 0.0311743 | Time: 1788.43 ms
[2022-04-07 01:27:02 main:574] : INFO : Epoch 1834 | loss: 0.031164 | val_loss: 0.0311769 | Time: 1785.05 ms
[2022-04-07 01:27:04 main:574] : INFO : Epoch 1835 | loss: 0.0311655 | val_loss: 0.0311767 | Time: 1795.54 ms
[2022-04-07 01:27:06 main:574] : INFO : Epoch 1836 | loss: 0.0311642 | val_loss: 0.0311734 | Time: 1811.14 ms
[2022-04-07 01:27:08 main:574] : INFO : Epoch 1837 | loss: 0.0311628 | val_loss: 0.0311727 | Time: 1781.96 ms
[2022-04-07 01:27:09 main:574] : INFO : Epoch 1838 | loss: 0.0311663 | val_loss: 0.0311736 | Time: 1797.63 ms
[2022-04-07 01:27:11 main:574] : INFO : Epoch 1839 | loss: 0.0311655 | val_loss: 0.0311759 | Time: 1818.33 ms
[2022-04-07 01:27:13 main:574] : INFO : Epoch 1840 | loss: 0.0311674 | val_loss: 0.0311754 | Time: 1796.31 ms
[2022-04-07 01:27:15 main:574] : INFO : Epoch 1841 | loss: 0.0311675 | val_loss: 0.0311772 | Time: 1783.15 ms
[2022-04-07 01:27:17 main:574] : INFO : Epoch 1842 | loss: 0.0311666 | val_loss: 0.0311769 | Time: 1798.61 ms
[2022-04-07 01:27:18 main:574] : INFO : Epoch 1843 | loss: 0.031166 | val_loss: 0.0311779 | Time: 1782.91 ms
[2022-04-07 01:27:20 main:574] : INFO : Epoch 1844 | loss: 0.0311666 | val_loss: 0.0311745 | Time: 1790.11 ms
[2022-04-07 01:27:22 main:574] : INFO : Epoch 1845 | loss: 0.0311651 | val_loss: 0.0311748 | Time: 1744.17 ms
[2022-04-07 01:27:24 main:574] : INFO : Epoch 1846 | loss: 0.0311656 | val_loss: 0.0311747 | Time: 1787.8 ms
[2022-04-07 01:27:26 main:574] : INFO : Epoch 1847 | loss: 0.0311636 | val_loss: 0.0311741 | Time: 1768.45 ms
[2022-04-07 01:27:27 main:574] : INFO : Epoch 1848 | loss: 0.0311639 | val_loss: 0.0311785 | Time: 1807.46 ms
[2022-04-07 01:27:29 main:574] : INFO : Epoch 1849 | loss: 0.031166 | val_loss: 0.0311738 | Time: 1764.96 ms
[2022-04-07 01:27:31 main:574] : INFO : Epoch 1850 | loss: 0.0311637 | val_loss: 0.0311722 | Time: 1751.11 ms
[2022-04-07 01:27:33 main:574] : INFO : Epoch 1851 | loss: 0.0311628 | val_loss: 0.0311724 | Time: 1765.54 ms
[2022-04-07 01:27:34 main:574] : INFO : Epoch 1852 | loss: 0.0311632 | val_loss: 0.0311745 | Time: 1759.66 ms
[2022-04-07 01:27:36 main:574] : INFO : Epoch 1853 | loss: 0.031164 | val_loss: 0.0311721 | Time: 1741.68 ms
[2022-04-07 01:27:38 main:574] : INFO : Epoch 1854 | loss: 0.0311653 | val_loss: 0.0311735 | Time: 1781.59 ms
[2022-04-07 01:27:40 main:574] : INFO : Epoch 1855 | loss: 0.0311672 | val_loss: 0.0311747 | Time: 1753.21 ms
[2022-04-07 01:27:42 main:574] : INFO : Epoch 1856 | loss: 0.0311647 | val_loss: 0.0311739 | Time: 1866.11 ms
[2022-04-07 01:27:43 main:574] : INFO : Epoch 1857 | loss: 0.0311648 | val_loss: 0.0311727 | Time: 1812.95 ms
[2022-04-07 01:27:45 main:574] : INFO : Epoch 1858 | loss: 0.0311627 | val_loss: 0.0311735 | Time: 1785.26 ms
[2022-04-07 01:27:47 main:574] : INFO : Epoch 1859 | loss: 0.0311621 | val_loss: 0.0311751 | Time: 1796.01 ms
[2022-04-07 01:27:49 main:574] : INFO : Epoch 1860 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 1771.11 ms
[2022-04-07 01:27:51 main:574] : INFO : Epoch 1861 | loss: 0.031166 | val_loss: 0.0311729 | Time: 1782.77 ms
[2022-04-07 01:27:52 main:574] : INFO : Epoch 1862 | loss: 0.0311656 | val_loss: 0.0311725 | Time: 1777.05 ms
[2022-04-07 01:27:54 main:574] : INFO : Epoch 1863 | loss: 0.0311649 | val_loss: 0.0311716 | Time: 1756.97 ms
[2022-04-07 01:27:56 main:574] : INFO : Epoch 1864 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 1831.7 ms
[2022-04-07 01:27:58 main:574] : INFO : Epoch 1865 | loss: 0.0311656 | val_loss: 0.0311744 | Time: 1753.02 ms
[2022-04-07 01:28:00 main:574] : INFO : Epoch 1866 | loss: 0.0311687 | val_loss: 0.0311725 | Time: 1790.34 ms
[2022-04-07 01:28:01 main:574] : INFO : Epoch 1867 | loss: 0.0311655 | val_loss: 0.0311728 | Time: 1801.26 ms
[2022-04-07 01:28:03 main:574] : INFO : Epoch 1868 | loss: 0.0311673 | val_loss: 0.0311728 | Time: 1781.6 ms
[2022-04-07 01:28:05 main:574] : INFO : Epoch 1869 | loss: 0.0311681 | val_loss: 0.0311814 | Time: 1796.01 ms
[2022-04-07 01:28:07 main:574] : INFO : Epoch 1870 | loss: 0.0311638 | val_loss: 0.0311721 | Time: 1784.93 ms
[2022-04-07 01:28:09 main:574] : INFO : Epoch 1871 | loss: 0.031164 | val_loss: 0.0311765 | Time: 1765.51 ms
[2022-04-07 01:28:10 main:574] : INFO : Epoch 1872 | loss: 0.0311637 | val_loss: 0.0311721 | Time: 1767.65 ms
[2022-04-07 01:28:12 main:574] : INFO : Epoch 1873 | loss: 0.0311661 | val_loss: 0.0311783 | Time: 1744.88 ms
[2022-04-07 01:28:14 main:574] : INFO : Epoch 1874 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 1767.47 ms
[2022-04-07 01:28:16 main:574] : INFO : Epoch 1875 | loss: 0.0311644 | val_loss: 0.0311744 | Time: 1795.54 ms
[2022-04-07 01:28:18 main:574] : INFO : Epoch 1876 | loss: 0.0311665 | val_loss: 0.0311738 | Time: 1811.09 ms
[2022-04-07 01:28:19 main:574] : INFO : Epoch 1877 | loss: 0.0311646 | val_loss: 0.0311726 | Time: 1750.52 ms
[2022-04-07 01:28:21 main:574] : INFO : Epoch 1878 | loss: 0.0311628 | val_loss: 0.0311747 | Time: 1787.7 ms
[2022-04-07 01:28:23 main:574] : INFO : Epoch 1879 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 1787.03 ms
[2022-04-07 01:28:25 main:574] : INFO : Epoch 1880 | loss: 0.0311618 | val_loss: 0.0311749 | Time: 1751.22 ms
[2022-04-07 01:28:26 main:574] : INFO : Epoch 1881 | loss: 0.0311668 | val_loss: 0.0311786 | Time: 1795.08 ms
[2022-04-07 01:28:28 main:574] : INFO : Epoch 1882 | loss: 0.0311632 | val_loss: 0.0311719 | Time: 1761.04 ms
[2022-04-07 01:28:30 main:574] : INFO : Epoch 1883 | loss: 0.0311652 | val_loss: 0.0311758 | Time: 1758.47 ms
[2022-04-07 01:28:32 main:574] : INFO : Epoch 1884 | loss: 0.0311643 | val_loss: 0.0311737 | Time: 1767.71 ms
[2022-04-07 01:28:34 main:574] : INFO : Epoch 1885 | loss: 0.0311634 | val_loss: 0.0311728 | Time: 1790.89 ms
[2022-04-07 01:28:35 main:574] : INFO : Epoch 1886 | loss: 0.0311626 | val_loss: 0.0311736 | Time: 1772.1 ms
[2022-04-07 01:28:37 main:574] : INFO : Epoch 1887 | loss: 0.0311655 | val_loss: 0.0311759 | Time: 1769.17 ms
[2022-04-07 01:28:39 main:574] : INFO : Epoch 1888 | loss: 0.0311649 | val_loss: 0.0311736 | Time: 1773.98 ms
[2022-04-07 01:28:41 main:574] : INFO : Epoch 1889 | loss: 0.031167 | val_loss: 0.0311776 | Time: 1796.79 ms
[2022-04-07 01:28:42 main:574] : INFO : Epoch 1890 | loss: 0.0311704 | val_loss: 0.0311741 | Time: 1761.98 ms
[2022-04-07 01:28:44 main:574] : INFO : Epoch 1891 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 1798.98 ms
[2022-04-07 01:28:46 main:574] : INFO : Epoch 1892 | loss: 0.0311674 | val_loss: 0.0311738 | Time: 1795.97 ms
[2022-04-07 01:28:48 main:574] : INFO : Epoch 1893 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 1773.42 ms
[2022-04-07 01:28:50 main:574] : INFO : Epoch 1894 | loss: 0.0311651 | val_loss: 0.0311743 | Time: 1792.17 ms
[2022-04-07 01:28:51 main:574] : INFO : Epoch 1895 | loss: 0.0311649 | val_loss: 0.0311737 | Time: 1787.76 ms
[2022-04-07 01:28:53 main:574] : INFO : Epoch 1896 | loss: 0.0311666 | val_loss: 0.031179 | Time: 1798.66 ms
[2022-04-07 01:28:55 main:574] : INFO : Epoch 1897 | loss: 0.0311691 | val_loss: 0.0311724 | Time: 1769.42 ms
[2022-04-07 01:28:57 main:574] : INFO : Epoch 1898 | loss: 0.0311658 | val_loss: 0.0311713 | Time: 1764.57 ms
[2022-04-07 01:28:59 main:574] : INFO : Epoch 1899 | loss: 0.0311671 | val_loss: 0.0311709 | Time: 1789.23 ms
[2022-04-07 01:29:00 main:574] : INFO : Epoch 1900 | loss: 0.0311643 | val_loss: 0.0311747 | Time: 1778.7 ms
[2022-04-07 01:29:02 main:574] : INFO : Epoch 1901 | loss: 0.0311647 | val_loss: 0.0311796 | Time: 1812.25 ms
[2022-04-07 01:29:04 main:574] : INFO : Epoch 1902 | loss: 0.0311626 | val_loss: 0.0311708 | Time: 1785.34 ms
[2022-04-07 01:29:06 main:574] : INFO : Epoch 1903 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 1837.78 ms
[2022-04-07 01:29:08 main:574] : INFO : Epoch 1904 | loss: 0.0311639 | val_loss: 0.0311736 | Time: 1780.78 ms
[2022-04-07 01:29:09 main:574] : INFO : Epoch 1905 | loss: 0.0311636 | val_loss: 0.0311717 | Time: 1763.58 ms
[2022-04-07 01:29:11 main:574] : INFO : Epoch 1906 | loss: 0.0311619 | val_loss: 0.0311722 | Time: 1788.59 ms
[2022-04-07 01:29:13 main:574] : INFO : Epoch 1907 | loss: 0.0311618 | val_loss: 0.0311712 | Time: 1780.11 ms
[2022-04-07 01:29:15 main:574] : INFO : Epoch 1908 | loss: 0.0311618 | val_loss: 0.0311732 | Time: 1806.29 ms
[2022-04-07 01:29:17 main:574] : INFO : Epoch 1909 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 1796.87 ms
[2022-04-07 01:29:18 main:574] : INFO : Epoch 1910 | loss: 0.0311627 | val_loss: 0.0311734 | Time: 1771.09 ms
[2022-04-07 01:29:20 main:574] : INFO : Epoch 1911 | loss: 0.0311596 | val_loss: 0.0311717 | Time: 1821.24 ms
[2022-04-07 01:29:22 main:574] : INFO : Epoch 1912 | loss: 0.0311627 | val_loss: 0.0311723 | Time: 1794.31 ms
[2022-04-07 01:29:24 main:574] : INFO : Epoch 1913 | loss: 0.0311649 | val_loss: 0.0311856 | Time: 1739.68 ms
[2022-04-07 01:29:26 main:574] : INFO : Epoch 1914 | loss: 0.0311708 | val_loss: 0.0311726 | Time: 1766.62 ms
[2022-04-07 01:29:27 main:574] : INFO : Epoch 1915 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 1759.56 ms
[2022-04-07 01:29:29 main:574] : INFO : Epoch 1916 | loss: 0.0311669 | val_loss: 0.031171 | Time: 1760.62 ms
[2022-04-07 01:29:31 main:574] : INFO : Epoch 1917 | loss: 0.0311681 | val_loss: 0.031178 | Time: 1803.39 ms
[2022-04-07 01:29:33 main:574] : INFO : Epoch 1918 | loss: 0.031171 | val_loss: 0.0311905 | Time: 1805 ms
[2022-04-07 01:29:35 main:574] : INFO : Epoch 1919 | loss: 0.0311736 | val_loss: 0.0311727 | Time: 1786.98 ms
[2022-04-07 01:29:36 main:574] : INFO : Epoch 1920 | loss: 0.0311692 | val_loss: 0.0311736 | Time: 1799.81 ms
[2022-04-07 01:29:38 main:574] : INFO : Epoch 1921 | loss: 0.0311679 | val_loss: 0.031172 | Time: 1771.23 ms
[2022-04-07 01:29:40 main:574] : INFO : Epoch 1922 | loss: 0.0311677 | val_loss: 0.0311724 | Time: 1798.74 ms
[2022-04-07 01:29:42 main:574] : INFO : Epoch 1923 | loss: 0.0311654 | val_loss: 0.0311707 | Time: 1791.72 ms
[2022-04-07 01:29:44 main:574] : INFO : Epoch 1924 | loss: 0.0311644 | val_loss: 0.0311723 | Time: 1818.2 ms
[2022-04-07 01:29:45 main:574] : INFO : Epoch 1925 | loss: 0.0311647 | val_loss: 0.0311713 | Time: 1766.31 ms
[2022-04-07 01:29:47 main:574] : INFO : Epoch 1926 | loss: 0.0311634 | val_loss: 0.0311717 | Time: 1763.19 ms
[2022-04-07 01:29:49 main:574] : INFO : Epoch 1927 | loss: 0.0311631 | val_loss: 0.0311699 | Time: 1815.29 ms
[2022-04-07 01:29:51 main:574] : INFO : Epoch 1928 | loss: 0.0311605 | val_loss: 0.0311704 | Time: 1777.47 ms
[2022-04-07 01:29:53 main:574] : INFO : Epoch 1929 | loss: 0.0311662 | val_loss: 0.031186 | Time: 1800.58 ms
[2022-04-07 01:29:54 main:574] : INFO : Epoch 1930 | loss: 0.0311688 | val_loss: 0.0311736 | Time: 1792.44 ms
[2022-04-07 01:29:56 main:574] : INFO : Epoch 1931 | loss: 0.0311664 | val_loss: 0.0311701 | Time: 1789.1 ms
[2022-04-07 01:29:58 main:574] : INFO : Epoch 1932 | loss: 0.031164 | val_loss: 0.0311737 | Time: 1791.04 ms
[2022-04-07 01:30:00 main:574] : INFO : Epoch 1933 | loss: 0.0311643 | val_loss: 0.0311734 | Time: 1799.45 ms
[2022-04-07 01:30:02 main:574] : INFO : Epoch 1934 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 1826.54 ms
[2022-04-07 01:30:03 main:574] : INFO : Epoch 1935 | loss: 0.0311672 | val_loss: 0.0311689 | Time: 1794.58 ms
[2022-04-07 01:30:05 main:574] : INFO : Epoch 1936 | loss: 0.0311669 | val_loss: 0.0311725 | Time: 1788.86 ms
[2022-04-07 01:30:07 main:574] : INFO : Epoch 1937 | loss: 0.0311668 | val_loss: 0.0311741 | Time: 1804.98 ms
[2022-04-07 01:30:09 main:574] : INFO : Epoch 1938 | loss: 0.0311644 | val_loss: 0.03117 | Time: 1785.45 ms
[2022-04-07 01:30:11 main:574] : INFO : Epoch 1939 | loss: 0.0311627 | val_loss: 0.0311688 | Time: 1793.7 ms
[2022-04-07 01:30:12 main:574] : INFO : Epoch 1940 | loss: 0.0311627 | val_loss: 0.0311705 | Time: 1809.04 ms
[2022-04-07 01:30:14 main:574] : INFO : Epoch 1941 | loss: 0.0311636 | val_loss: 0.031173 | Time: 1765.74 ms
[2022-04-07 01:30:16 main:574] : INFO : Epoch 1942 | loss: 0.0311622 | val_loss: 0.03117 | Time: 1749.98 ms
[2022-04-07 01:30:18 main:574] : INFO : Epoch 1943 | loss: 0.0311635 | val_loss: 0.0311699 | Time: 1781.51 ms
[2022-04-07 01:30:19 main:574] : INFO : Epoch 1944 | loss: 0.0311621 | val_loss: 0.0311708 | Time: 1767.05 ms
[2022-04-07 01:30:21 main:574] : INFO : Epoch 1945 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 1788.47 ms
[2022-04-07 01:30:23 main:574] : INFO : Epoch 1946 | loss: 0.0311641 | val_loss: 0.0311741 | Time: 1792.93 ms
[2022-04-07 01:30:25 main:574] : INFO : Epoch 1947 | loss: 0.0311627 | val_loss: 0.0311728 | Time: 1779.52 ms
[2022-04-07 01:30:27 main:574] : INFO : Epoch 1948 | loss: 0.0311628 | val_loss: 0.0311757 | Time: 1764.99 ms
[2022-04-07 01:30:28 main:574] : INFO : Epoch 1949 | loss: 0.0311622 | val_loss: 0.0311683 | Time: 1756.68 ms
[2022-04-07 01:30:30 main:574] : INFO : Epoch 1950 | loss: 0.0311646 | val_loss: 0.0311869 | Time: 1771.27 ms
[2022-04-07 01:30:32 main:574] : INFO : Epoch 1951 | loss: 0.0311725 | val_loss: 0.0311751 | Time: 1786.39 ms
[2022-04-07 01:30:34 main:574] : INFO : Epoch 1952 | loss: 0.0311702 | val_loss: 0.0311728 | Time: 1757.81 ms
[2022-04-07 01:30:36 main:574] : INFO : Epoch 1953 | loss: 0.031169 | val_loss: 0.0311723 | Time: 1763.82 ms
[2022-04-07 01:30:37 main:574] : INFO : Epoch 1954 | loss: 0.0311667 | val_loss: 0.0311735 | Time: 1799.78 ms
[2022-04-07 01:30:39 main:574] : INFO : Epoch 1955 | loss: 0.0311662 | val_loss: 0.0311697 | Time: 1743.29 ms
[2022-04-07 01:30:41 main:574] : INFO : Epoch 1956 | loss: 0.0311641 | val_loss: 0.0311686 | Time: 1784.3 ms
[2022-04-07 01:30:43 main:574] : INFO : Epoch 1957 | loss: 0.031163 | val_loss: 0.0311702 | Time: 1789.04 ms
[2022-04-07 01:30:44 main:574] : INFO : Epoch 1958 | loss: 0.0311618 | val_loss: 0.0311702 | Time: 1797.82 ms
[2022-04-07 01:30:46 main:574] : INFO : Epoch 1959 | loss: 0.031161 | val_loss: 0.031169 | Time: 1765.57 ms
[2022-04-07 01:30:48 main:574] : INFO : Epoch 1960 | loss: 0.0311628 | val_loss: 0.0311701 | Time: 1782.99 ms
[2022-04-07 01:30:50 main:574] : INFO : Epoch 1961 | loss: 0.0311616 | val_loss: 0.0311697 | Time: 1773.43 ms
[2022-04-07 01:30:52 main:574] : INFO : Epoch 1962 | loss: 0.0311622 | val_loss: 0.0311694 | Time: 1800.98 ms
[2022-04-07 01:30:53 main:574] : INFO : Epoch 1963 | loss: 0.0311607 | val_loss: 0.0311701 | Time: 1784.8 ms
[2022-04-07 01:30:55 main:574] : INFO : Epoch 1964 | loss: 0.0311603 | val_loss: 0.0311699 | Time: 1766.5 ms
[2022-04-07 01:30:57 main:574] : INFO : Epoch 1965 | loss: 0.0311606 | val_loss: 0.03117 | Time: 1772.97 ms
[2022-04-07 01:30:59 main:574] : INFO : Epoch 1966 | loss: 0.03116 | val_loss: 0.0311703 | Time: 1789.13 ms
[2022-04-07 01:31:01 main:574] : INFO : Epoch 1967 | loss: 0.0311605 | val_loss: 0.0311694 | Time: 1772.19 ms
[2022-04-07 01:31:02 main:574] : INFO : Epoch 1968 | loss: 0.0311607 | val_loss: 0.0311691 | Time: 1802.97 ms
[2022-04-07 01:31:04 main:574] : INFO : Epoch 1969 | loss: 0.0311603 | val_loss: 0.0311712 | Time: 1782.37 ms
[2022-04-07 01:31:06 main:574] : INFO : Epoch 1970 | loss: 0.0311604 | val_loss: 0.0311739 | Time: 1808.76 ms
[2022-04-07 01:31:08 main:574] : INFO : Epoch 1971 | loss: 0.0311637 | val_loss: 0.0311724 | Time: 1784.72 ms
[2022-04-07 01:31:10 main:574] : INFO : Epoch 1972 | loss: 0.0311634 | val_loss: 0.0311718 | Time: 1792.02 ms
[2022-04-07 01:31:11 main:574] : INFO : Epoch 1973 | loss: 0.0311632 | val_loss: 0.0311726 | Time: 1746.96 ms
[2022-04-07 01:31:13 main:574] : INFO : Epoch 1974 | loss: 0.0311625 | val_loss: 0.0311706 | Time: 1793.88 ms
[2022-04-07 01:31:15 main:574] : INFO : Epoch 1975 | loss: 0.0311617 | val_loss: 0.0311703 | Time: 1769.55 ms
[2022-04-07 01:31:17 main:574] : INFO : Epoch 1976 | loss: 0.0311599 | val_loss: 0.0311682 | Time: 1732.75 ms
[2022-04-07 01:31:18 main:574] : INFO : Epoch 1977 | loss: 0.0311604 | val_loss: 0.0311694 | Time: 1784.4 ms
[2022-04-07 01:31:20 main:574] : INFO : Epoch 1978 | loss: 0.031162 | val_loss: 0.0311693 | Time: 1797.87 ms
[2022-04-07 01:31:22 main:574] : INFO : Epoch 1979 | loss: 0.0311621 | val_loss: 0.0311693 | Time: 1794.36 ms
[2022-04-07 01:31:24 main:574] : INFO : Epoch 1980 | loss: 0.0311611 | val_loss: 0.0311746 | Time: 1798.87 ms
[2022-04-07 01:31:26 main:574] : INFO : Epoch 1981 | loss: 0.0311598 | val_loss: 0.0311719 | Time: 1753.09 ms
[2022-04-07 01:31:27 main:574] : INFO : Epoch 1982 | loss: 0.0311607 | val_loss: 0.0311716 | Time: 1752.73 ms
[2022-04-07 01:31:29 main:574] : INFO : Epoch 1983 | loss: 0.0311591 | val_loss: 0.0311702 | Time: 1774.1 ms
[2022-04-07 01:31:31 main:574] : INFO : Epoch 1984 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 1776.01 ms
[2022-04-07 01:31:33 main:574] : INFO : Epoch 1985 | loss: 0.0311796 | val_loss: 0.0311819 | Time: 1774.4 ms
[2022-04-07 01:31:34 main:574] : INFO : Epoch 1986 | loss: 0.0311722 | val_loss: 0.0311733 | Time: 1777.45 ms
[2022-04-07 01:31:36 main:574] : INFO : Epoch 1987 | loss: 0.0311685 | val_loss: 0.0311707 | Time: 1798.24 ms
[2022-04-07 01:31:38 main:574] : INFO : Epoch 1988 | loss: 0.0311655 | val_loss: 0.0311699 | Time: 1784.55 ms
[2022-04-07 01:31:40 main:574] : INFO : Epoch 1989 | loss: 0.0311669 | val_loss: 0.0311679 | Time: 1804.06 ms
[2022-04-07 01:31:42 main:574] : INFO : Epoch 1990 | loss: 0.0311664 | val_loss: 0.0311725 | Time: 1820.21 ms
[2022-04-07 01:31:44 main:574] : INFO : Epoch 1991 | loss: 0.0311667 | val_loss: 0.0311676 | Time: 1769.49 ms
[2022-04-07 01:31:45 main:574] : INFO : Epoch 1992 | loss: 0.031168 | val_loss: 0.0311771 | Time: 1818.7 ms
[2022-04-07 01:31:47 main:574] : INFO : Epoch 1993 | loss: 0.0311711 | val_loss: 0.0311706 | Time: 1808.3 ms
[2022-04-07 01:31:49 main:574] : INFO : Epoch 1994 | loss: 0.0311675 | val_loss: 0.0311681 | Time: 1764.52 ms
[2022-04-07 01:31:51 main:574] : INFO : Epoch 1995 | loss: 0.0311628 | val_loss: 0.0311684 | Time: 1797.78 ms
[2022-04-07 01:31:53 main:574] : INFO : Epoch 1996 | loss: 0.0311623 | val_loss: 0.0311681 | Time: 1798.34 ms
[2022-04-07 01:31:54 main:574] : INFO : Epoch 1997 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 1809.04 ms
[2022-04-07 01:31:56 main:574] : INFO : Epoch 1998 | loss: 0.0311623 | val_loss: 0.0311701 | Time: 1775.32 ms
[2022-04-07 01:31:58 main:574] : INFO : Epoch 1999 | loss: 0.0311645 | val_loss: 0.0311693 | Time: 1772.42 ms
[2022-04-07 01:32:00 main:574] : INFO : Epoch 2000 | loss: 0.0311636 | val_loss: 0.031167 | Time: 1781.19 ms
[2022-04-07 01:32:02 main:574] : INFO : Epoch 2001 | loss: 0.031165 | val_loss: 0.0311707 | Time: 1780.29 ms
[2022-04-07 01:32:03 main:574] : INFO : Epoch 2002 | loss: 0.0311632 | val_loss: 0.0311692 | Time: 1763.62 ms
[2022-04-07 01:32:05 main:574] : INFO : Epoch 2003 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 1798.54 ms
[2022-04-07 01:32:07 main:574] : INFO : Epoch 2004 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 1831.04 ms
[2022-04-07 01:32:09 main:574] : INFO : Epoch 2005 | loss: 0.0311656 | val_loss: 0.0311703 | Time: 1792.41 ms
[2022-04-07 01:32:11 main:574] : INFO : Epoch 2006 | loss: 0.0311638 | val_loss: 0.0311716 | Time: 1792.9 ms
[2022-04-07 01:32:12 main:574] : INFO : Epoch 2007 | loss: 0.0311625 | val_loss: 0.0311727 | Time: 1794.99 ms
[2022-04-07 01:32:14 main:574] : INFO : Epoch 2008 | loss: 0.0311616 | val_loss: 0.031171 | Time: 1778.06 ms
[2022-04-07 01:32:16 main:574] : INFO : Epoch 2009 | loss: 0.03116 | val_loss: 0.0311698 | Time: 1787.13 ms
[2022-04-07 01:32:18 main:574] : INFO : Epoch 2010 | loss: 0.0311595 | val_loss: 0.031168 | Time: 1785.69 ms
[2022-04-07 01:32:19 main:574] : INFO : Epoch 2011 | loss: 0.0311587 | val_loss: 0.0311665 | Time: 1782.77 ms
[2022-04-07 01:32:21 main:574] : INFO : Epoch 2012 | loss: 0.0311594 | val_loss: 0.0311669 | Time: 1781.52 ms
[2022-04-07 01:32:23 main:574] : INFO : Epoch 2013 | loss: 0.0311598 | val_loss: 0.0311666 | Time: 1770.19 ms
[2022-04-07 01:32:25 main:574] : INFO : Epoch 2014 | loss: 0.0311606 | val_loss: 0.0311711 | Time: 1779.86 ms
[2022-04-07 01:32:27 main:574] : INFO : Epoch 2015 | loss: 0.0311628 | val_loss: 0.0311658 | Time: 1771.56 ms
[2022-04-07 01:32:28 main:574] : INFO : Epoch 2016 | loss: 0.0311597 | val_loss: 0.0311676 | Time: 1774.46 ms
[2022-04-07 01:32:30 main:574] : INFO : Epoch 2017 | loss: 0.0311621 | val_loss: 0.0311703 | Time: 1785.79 ms
[2022-04-07 01:32:32 main:574] : INFO : Epoch 2018 | loss: 0.0311612 | val_loss: 0.0311741 | Time: 1778.02 ms
[2022-04-07 01:32:34 main:574] : INFO : Epoch 2019 | loss: 0.0311638 | val_loss: 0.0311674 | Time: 1797.4 ms
[2022-04-07 01:32:36 main:574] : INFO : Epoch 2020 | loss: 0.0311621 | val_loss: 0.0311678 | Time: 1823.02 ms
[2022-04-07 01:32:37 main:574] : INFO : Epoch 2021 | loss: 0.0311628 | val_loss: 0.0311711 | Time: 1807.55 ms
[2022-04-07 01:32:39 main:574] : INFO : Epoch 2022 | loss: 0.031163 | val_loss: 0.0311686 | Time: 1764 ms
[2022-04-07 01:32:41 main:574] : INFO : Epoch 2023 | loss: 0.031171 | val_loss: 0.0311691 | Time: 1800.41 ms
[2022-04-07 01:32:43 main:574] : INFO : Epoch 2024 | loss: 0.0311674 | val_loss: 0.0311699 | Time: 1786.78 ms
[2022-04-07 01:32:45 main:574] : INFO : Epoch 2025 | loss: 0.0311664 | val_loss: 0.0311688 | Time: 1786.53 ms
[2022-04-07 01:32:46 main:574] : INFO : Epoch 2026 | loss: 0.0311644 | val_loss: 0.0311676 | Time: 1790.32 ms
[2022-04-07 01:32:48 main:574] : INFO : Epoch 2027 | loss: 0.0311668 | val_loss: 0.0311715 | Time: 1767.48 ms
[2022-04-07 01:32:50 main:574] : INFO : Epoch 2028 | loss: 0.0311666 | val_loss: 0.0311676 | Time: 1825.17 ms
[2022-04-07 01:32:52 main:574] : INFO : Epoch 2029 | loss: 0.0311641 | val_loss: 0.0311709 | Time: 1801.57 ms
[2022-04-07 01:32:54 main:574] : INFO : Epoch 2030 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 1795.38 ms
[2022-04-07 01:32:55 main:574] : INFO : Epoch 2031 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 1796.22 ms
[2022-04-07 01:32:57 main:574] : INFO : Epoch 2032 | loss: 0.0311642 | val_loss: 0.0311832 | Time: 1789.27 ms
[2022-04-07 01:32:59 main:574] : INFO : Epoch 2033 | loss: 0.0311672 | val_loss: 0.0311697 | Time: 1751.08 ms
[2022-04-07 01:33:01 main:574] : INFO : Epoch 2034 | loss: 0.0311636 | val_loss: 0.031166 | Time: 1750.53 ms
[2022-04-07 01:33:03 main:574] : INFO : Epoch 2035 | loss: 0.0311646 | val_loss: 0.0311711 | Time: 1817.58 ms
[2022-04-07 01:33:04 main:574] : INFO : Epoch 2036 | loss: 0.0311689 | val_loss: 0.0311689 | Time: 1763.06 ms
[2022-04-07 01:33:06 main:574] : INFO : Epoch 2037 | loss: 0.031166 | val_loss: 0.0311675 | Time: 1838.08 ms
[2022-04-07 01:33:08 main:574] : INFO : Epoch 2038 | loss: 0.0311646 | val_loss: 0.0311674 | Time: 1772.5 ms
[2022-04-07 01:33:10 main:574] : INFO : Epoch 2039 | loss: 0.0311637 | val_loss: 0.0311666 | Time: 1847.58 ms
[2022-04-07 01:33:12 main:574] : INFO : Epoch 2040 | loss: 0.0311649 | val_loss: 0.0311734 | Time: 1787.41 ms
[2022-04-07 01:33:13 main:574] : INFO : Epoch 2041 | loss: 0.0311658 | val_loss: 0.0311675 | Time: 1775.04 ms
[2022-04-07 01:33:15 main:574] : INFO : Epoch 2042 | loss: 0.0311668 | val_loss: 0.0311713 | Time: 1802.33 ms
[2022-04-07 01:33:17 main:574] : INFO : Epoch 2043 | loss: 0.0311633 | val_loss: 0.0311682 | Time: 1793.99 ms
[2022-04-07 01:33:19 main:574] : INFO : Epoch 2044 | loss: 0.0311619 | val_loss: 0.031167 | Time: 1754.83 ms
[2022-04-07 01:33:21 main:574] : INFO : Epoch 2045 | loss: 0.0311607 | val_loss: 0.0311658 | Time: 1740.35 ms
[2022-04-07 01:33:22 main:574] : INFO : Epoch 2046 | loss: 0.0311608 | val_loss: 0.0311677 | Time: 1812.94 ms
[2022-04-07 01:33:24 main:574] : INFO : Epoch 2047 | loss: 0.0311623 | val_loss: 0.0311681 | Time: 1770.46 ms
[2022-04-07 01:33:26 main:574] : INFO : Epoch 2048 | loss: 0.031162 | val_loss: 0.0311668 | Time: 1792.71 ms
[2022-04-07 01:33:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311668
[2022-04-07 01:33:26 main:603] : INFO : Saving end state to config to file
[2022-04-07 01:33:26 main:608] : INFO : Success, exiting..
01:33:26 (9704): 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)