Task 9193957
| Name | ParityModified-1636181461-5751-2-0_0 |
| Workunit | 6630018 |
| Created | 26 Nov 2021, 6:10:16 UTC |
| Sent | 2 Dec 2021, 8:49:58 UTC |
| Report deadline | 10 Dec 2021, 8:49:58 UTC |
| Received | 3 Dec 2021, 3:11:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 40 min 20 sec |
| CPU time | 1 hours 39 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.74 GB |
| Peak swap size | 4.51 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: 0.0311795 | val_loss: 0.0311947 | Time: 1897.04 ms
[2021-12-03 01:57:49 main:574] : INFO : Epoch 1543 | loss: 0.0311763 | val_loss: 0.0311851 | Time: 1892.22 ms
[2021-12-03 01:57:51 main:574] : INFO : Epoch 1544 | loss: 0.0311761 | val_loss: 0.0311857 | Time: 1856.86 ms
[2021-12-03 01:57:53 main:574] : INFO : Epoch 1545 | loss: 0.0311739 | val_loss: 0.0311847 | Time: 1909.88 ms
[2021-12-03 01:57:55 main:574] : INFO : Epoch 1546 | loss: 0.0311739 | val_loss: 0.031198 | Time: 1924.55 ms
[2021-12-03 01:57:56 main:574] : INFO : Epoch 1547 | loss: 0.0311791 | val_loss: 0.0311854 | Time: 1927.24 ms
[2021-12-03 01:57:58 main:574] : INFO : Epoch 1548 | loss: 0.0311746 | val_loss: 0.0311847 | Time: 1928.39 ms
[2021-12-03 01:58:00 main:574] : INFO : Epoch 1549 | loss: 0.031173 | val_loss: 0.0311843 | Time: 1905.8 ms
[2021-12-03 01:58:02 main:574] : INFO : Epoch 1550 | loss: 0.0311732 | val_loss: 0.0311869 | Time: 1940.65 ms
[2021-12-03 01:58:04 main:574] : INFO : Epoch 1551 | loss: 0.0311721 | val_loss: 0.0311855 | Time: 1908.07 ms
[2021-12-03 01:58:06 main:574] : INFO : Epoch 1552 | loss: 0.0311719 | val_loss: 0.0311839 | Time: 1921.29 ms
[2021-12-03 01:58:08 main:574] : INFO : Epoch 1553 | loss: 0.0311736 | val_loss: 0.0311848 | Time: 1892.34 ms
[2021-12-03 01:58:10 main:574] : INFO : Epoch 1554 | loss: 0.0311729 | val_loss: 0.0311843 | Time: 1879.52 ms
[2021-12-03 01:58:12 main:574] : INFO : Epoch 1555 | loss: 0.0311731 | val_loss: 0.0311846 | Time: 1916.27 ms
[2021-12-03 01:58:14 main:574] : INFO : Epoch 1556 | loss: 0.0311728 | val_loss: 0.0311853 | Time: 1902.39 ms
[2021-12-03 01:58:16 main:574] : INFO : Epoch 1557 | loss: 0.0311721 | val_loss: 0.0311848 | Time: 1916.2 ms
[2021-12-03 01:58:18 main:574] : INFO : Epoch 1558 | loss: 0.0311737 | val_loss: 0.0311928 | Time: 1859.67 ms
[2021-12-03 01:58:19 main:574] : INFO : Epoch 1559 | loss: 0.0311734 | val_loss: 0.0311826 | Time: 1968.56 ms
[2021-12-03 01:58:21 main:574] : INFO : Epoch 1560 | loss: 0.0311738 | val_loss: 0.0311849 | Time: 1905.16 ms
[2021-12-03 01:58:23 main:574] : INFO : Epoch 1561 | loss: 0.0311734 | val_loss: 0.031184 | Time: 1930.43 ms
[2021-12-03 01:58:25 main:574] : INFO : Epoch 1562 | loss: 0.0311719 | val_loss: 0.0311834 | Time: 1889.51 ms
[2021-12-03 01:58:27 main:574] : INFO : Epoch 1563 | loss: 0.0311733 | val_loss: 0.0311883 | Time: 1933.86 ms
[2021-12-03 01:58:29 main:574] : INFO : Epoch 1564 | loss: 0.0311779 | val_loss: 0.0311857 | Time: 1916.73 ms
[2021-12-03 01:58:31 main:574] : INFO : Epoch 1565 | loss: 0.0311772 | val_loss: 0.0311865 | Time: 1875.51 ms
[2021-12-03 01:58:33 main:574] : INFO : Epoch 1566 | loss: 0.0311733 | val_loss: 0.0311837 | Time: 1911.53 ms
[2021-12-03 01:58:35 main:574] : INFO : Epoch 1567 | loss: 0.0311738 | val_loss: 0.0311857 | Time: 1910.4 ms
[2021-12-03 01:58:37 main:574] : INFO : Epoch 1568 | loss: 0.0311734 | val_loss: 0.0311878 | Time: 1916.46 ms
[2021-12-03 01:58:39 main:574] : INFO : Epoch 1569 | loss: 0.0311745 | val_loss: 0.0311873 | Time: 1882.93 ms
[2021-12-03 01:58:41 main:574] : INFO : Epoch 1570 | loss: 0.031174 | val_loss: 0.0311843 | Time: 1929.65 ms
[2021-12-03 01:58:42 main:574] : INFO : Epoch 1571 | loss: 0.0311714 | val_loss: 0.0311855 | Time: 1906.29 ms
[2021-12-03 01:58:44 main:574] : INFO : Epoch 1572 | loss: 0.0311711 | val_loss: 0.0311838 | Time: 1941.61 ms
[2021-12-03 01:58:46 main:574] : INFO : Epoch 1573 | loss: 0.0311723 | val_loss: 0.0311872 | Time: 1905.27 ms
[2021-12-03 01:58:48 main:574] : INFO : Epoch 1574 | loss: 0.0311733 | val_loss: 0.0311949 | Time: 1916.85 ms
[2021-12-03 01:58:50 main:574] : INFO : Epoch 1575 | loss: 0.0311722 | val_loss: 0.0311841 | Time: 1910.69 ms
[2021-12-03 01:58:52 main:574] : INFO : Epoch 1576 | loss: 0.0311706 | val_loss: 0.03119 | Time: 1906.11 ms
[2021-12-03 01:58:54 main:574] : INFO : Epoch 1577 | loss: 0.0311764 | val_loss: 0.0311896 | Time: 1918.22 ms
[2021-12-03 01:58:56 main:574] : INFO : Epoch 1578 | loss: 0.0311771 | val_loss: 0.0311878 | Time: 1889.73 ms
[2021-12-03 01:58:58 main:574] : INFO : Epoch 1579 | loss: 0.0311749 | val_loss: 0.0311849 | Time: 1932.23 ms
[2021-12-03 01:59:00 main:574] : INFO : Epoch 1580 | loss: 0.0311753 | val_loss: 0.0311852 | Time: 1913.55 ms
[2021-12-03 01:59:02 main:574] : INFO : Epoch 1581 | loss: 0.0311731 | val_loss: 0.0311846 | Time: 1929.39 ms
[2021-12-03 01:59:04 main:574] : INFO : Epoch 1582 | loss: 0.0311723 | val_loss: 0.0311856 | Time: 1914.61 ms
[2021-12-03 01:59:06 main:574] : INFO : Epoch 1583 | loss: 0.0311704 | val_loss: 0.0311864 | Time: 1947.69 ms
[2021-12-03 01:59:08 main:574] : INFO : Epoch 1584 | loss: 0.0311712 | val_loss: 0.0311852 | Time: 1955.24 ms
[2021-12-03 01:59:10 main:574] : INFO : Epoch 1585 | loss: 0.0311701 | val_loss: 0.0311853 | Time: 1925.33 ms
[2021-12-03 01:59:11 main:574] : INFO : Epoch 1586 | loss: 0.0311705 | val_loss: 0.0311849 | Time: 1931.06 ms
[2021-12-03 01:59:13 main:574] : INFO : Epoch 1587 | loss: 0.0311731 | val_loss: 0.0311864 | Time: 1889.98 ms
[2021-12-03 01:59:15 main:574] : INFO : Epoch 1588 | loss: 0.0311718 | val_loss: 0.0311866 | Time: 1908.22 ms
[2021-12-03 01:59:17 main:574] : INFO : Epoch 1589 | loss: 0.0311717 | val_loss: 0.0311858 | Time: 1899.01 ms
[2021-12-03 01:59:19 main:574] : INFO : Epoch 1590 | loss: 0.0311727 | val_loss: 0.0311842 | Time: 1910.42 ms
[2021-12-03 01:59:21 main:574] : INFO : Epoch 1591 | loss: 0.0311712 | val_loss: 0.0311846 | Time: 1777.29 ms
[2021-12-03 01:59:22 main:574] : INFO : Epoch 1592 | loss: 0.0311712 | val_loss: 0.0311842 | Time: 1528.11 ms
[2021-12-03 01:59:24 main:574] : INFO : Epoch 1593 | loss: 0.0311711 | val_loss: 0.0311898 | Time: 1538.73 ms
[2021-12-03 01:59:25 main:574] : INFO : Epoch 1594 | loss: 0.0311725 | val_loss: 0.0311878 | Time: 1533.22 ms
[2021-12-03 01:59:27 main:574] : INFO : Epoch 1595 | loss: 0.0311714 | val_loss: 0.0311864 | Time: 1522.22 ms
[2021-12-03 01:59:29 main:574] : INFO : Epoch 1596 | loss: 0.0311731 | val_loss: 0.031186 | Time: 1520.38 ms
[2021-12-03 01:59:30 main:574] : INFO : Epoch 1597 | loss: 0.0311791 | val_loss: 0.0311926 | Time: 1512.66 ms
[2021-12-03 01:59:32 main:574] : INFO : Epoch 1598 | loss: 0.0311876 | val_loss: 0.0311916 | Time: 1506.71 ms
[2021-12-03 01:59:33 main:574] : INFO : Epoch 1599 | loss: 0.0311833 | val_loss: 0.0311917 | Time: 1515.68 ms
[2021-12-03 01:59:35 main:574] : INFO : Epoch 1600 | loss: 0.0311834 | val_loss: 0.0311899 | Time: 1497.55 ms
[2021-12-03 01:59:36 main:574] : INFO : Epoch 1601 | loss: 0.0311804 | val_loss: 0.031189 | Time: 1484.88 ms
[2021-12-03 01:59:38 main:574] : INFO : Epoch 1602 | loss: 0.0311792 | val_loss: 0.0311909 | Time: 1515.95 ms
[2021-12-03 01:59:39 main:574] : INFO : Epoch 1603 | loss: 0.0311811 | val_loss: 0.0311928 | Time: 1523.28 ms
[2021-12-03 01:59:41 main:574] : INFO : Epoch 1604 | loss: 0.0311794 | val_loss: 0.0311874 | Time: 1524.18 ms
[2021-12-03 01:59:42 main:574] : INFO : Epoch 1605 | loss: 0.0311765 | val_loss: 0.03119 | Time: 1525.71 ms
[2021-12-03 01:59:44 main:574] : INFO : Epoch 1606 | loss: 0.031176 | val_loss: 0.0311879 | Time: 1504.5 ms
[2021-12-03 01:59:45 main:574] : INFO : Epoch 1607 | loss: 0.0311755 | val_loss: 0.0311875 | Time: 1525.74 ms
[2021-12-03 01:59:47 main:574] : INFO : Epoch 1608 | loss: 0.0311765 | val_loss: 0.0311884 | Time: 1525.32 ms
[2021-12-03 01:59:48 main:574] : INFO : Epoch 1609 | loss: 0.0311757 | val_loss: 0.0311865 | Time: 1506.78 ms
[2021-12-03 01:59:50 main:574] : INFO : Epoch 1610 | loss: 0.0311752 | val_loss: 0.0311873 | Time: 1517.57 ms
[2021-12-03 01:59:51 main:574] : INFO : Epoch 1611 | loss: 0.0311753 | val_loss: 0.0311889 | Time: 1502.52 ms
[2021-12-03 01:59:53 main:574] : INFO : Epoch 1612 | loss: 0.0311752 | val_loss: 0.0311885 | Time: 1506.68 ms
[2021-12-03 01:59:54 main:574] : INFO : Epoch 1613 | loss: 0.0311752 | val_loss: 0.0311864 | Time: 1536.82 ms
[2021-12-03 01:59:56 main:574] : INFO : Epoch 1614 | loss: 0.031175 | val_loss: 0.0311891 | Time: 1505.33 ms
[2021-12-03 01:59:57 main:574] : INFO : Epoch 1615 | loss: 0.031177 | val_loss: 0.0311849 | Time: 1498 ms
[2021-12-03 01:59:59 main:574] : INFO : Epoch 1616 | loss: 0.0311745 | val_loss: 0.0311867 | Time: 1485.83 ms
[2021-12-03 02:00:00 main:574] : INFO : Epoch 1617 | loss: 0.0311746 | val_loss: 0.0311854 | Time: 1520.3 ms
[2021-12-03 02:00:02 main:574] : INFO : Epoch 1618 | loss: 0.0311736 | val_loss: 0.0311864 | Time: 1524.36 ms
[2021-12-03 02:00:03 main:574] : INFO : Epoch 1619 | loss: 0.031174 | val_loss: 0.0311877 | Time: 1494.21 ms
[2021-12-03 02:00:05 main:574] : INFO : Epoch 1620 | loss: 0.031174 | val_loss: 0.0311866 | Time: 1521.62 ms
[2021-12-03 02:00:07 main:574] : INFO : Epoch 1621 | loss: 0.031174 | val_loss: 0.0311858 | Time: 1511.96 ms
[2021-12-03 02:00:08 main:574] : INFO : Epoch 1622 | loss: 0.031173 | val_loss: 0.0311856 | Time: 1493.15 ms
[2021-12-03 02:00:10 main:574] : INFO : Epoch 1623 | loss: 0.0311736 | val_loss: 0.0311856 | Time: 1521.61 ms
[2021-12-03 02:00:11 main:574] : INFO : Epoch 1624 | loss: 0.0311767 | val_loss: 0.0311963 | Time: 1530.25 ms
[2021-12-03 02:00:13 main:574] : INFO : Epoch 1625 | loss: 0.0311801 | val_loss: 0.0311888 | Time: 1528.93 ms
[2021-12-03 02:00:14 main:574] : INFO : Epoch 1626 | loss: 0.0311755 | val_loss: 0.0311882 | Time: 1521.77 ms
[2021-12-03 02:00:16 main:574] : INFO : Epoch 1627 | loss: 0.0311734 | val_loss: 0.031186 | Time: 1532.96 ms
[2021-12-03 02:00:17 main:574] : INFO : Epoch 1628 | loss: 0.0311731 | val_loss: 0.031186 | Time: 1520.64 ms
[2021-12-03 02:00:19 main:574] : INFO : Epoch 1629 | loss: 0.0311728 | val_loss: 0.0311865 | Time: 1537.49 ms
[2021-12-03 02:00:20 main:574] : INFO : Epoch 1630 | loss: 0.0311737 | val_loss: 0.0311878 | Time: 1498.75 ms
[2021-12-03 02:00:22 main:574] : INFO : Epoch 1631 | loss: 0.0311748 | val_loss: 0.0311889 | Time: 1489.39 ms
[2021-12-03 02:00:23 main:574] : INFO : Epoch 1632 | loss: 0.0311778 | val_loss: 0.0311938 | Time: 1493.9 ms
[2021-12-03 02:00:25 main:574] : INFO : Epoch 1633 | loss: 0.0311802 | val_loss: 0.0311971 | Time: 1502.69 ms
[2021-12-03 02:00:26 main:574] : INFO : Epoch 1634 | loss: 0.0311764 | val_loss: 0.0311861 | Time: 1505.82 ms
[2021-12-03 02:00:28 main:574] : INFO : Epoch 1635 | loss: 0.0311742 | val_loss: 0.0311854 | Time: 1515.66 ms
[2021-12-03 02:00:29 main:574] : INFO : Epoch 1636 | loss: 0.0311746 | val_loss: 0.031184 | Time: 1527.06 ms
[2021-12-03 02:00:31 main:574] : INFO : Epoch 1637 | loss: 0.0311737 | val_loss: 0.0311855 | Time: 1520.44 ms
[2021-12-03 02:00:32 main:574] : INFO : Epoch 1638 | loss: 0.0311725 | val_loss: 0.0311848 | Time: 1495.15 ms
[2021-12-03 02:00:34 main:574] : INFO : Epoch 1639 | loss: 0.0311711 | val_loss: 0.0311856 | Time: 1515.9 ms
[2021-12-03 02:00:35 main:574] : INFO : Epoch 1640 | loss: 0.0311728 | val_loss: 0.0311907 | Time: 1518.91 ms
[2021-12-03 02:00:37 main:574] : INFO : Epoch 1641 | loss: 0.0311733 | val_loss: 0.0311873 | Time: 1514.3 ms
[2021-12-03 02:00:38 main:574] : INFO : Epoch 1642 | loss: 0.0311732 | val_loss: 0.0311879 | Time: 1510.81 ms
[2021-12-03 02:00:40 main:574] : INFO : Epoch 1643 | loss: 0.031174 | val_loss: 0.0311875 | Time: 1484.61 ms
[2021-12-03 02:00:41 main:574] : INFO : Epoch 1644 | loss: 0.0311738 | val_loss: 0.031189 | Time: 1486.62 ms
[2021-12-03 02:00:43 main:574] : INFO : Epoch 1645 | loss: 0.0311737 | val_loss: 0.0311866 | Time: 1470.23 ms
[2021-12-03 02:00:44 main:574] : INFO : Epoch 1646 | loss: 0.0311725 | val_loss: 0.0311855 | Time: 1516.76 ms
[2021-12-03 02:00:46 main:574] : INFO : Epoch 1647 | loss: 0.0311729 | val_loss: 0.0311863 | Time: 1527.34 ms
[2021-12-03 02:00:47 main:574] : INFO : Epoch 1648 | loss: 0.0311739 | val_loss: 0.0311901 | Time: 1479.3 ms
[2021-12-03 02:00:49 main:574] : INFO : Epoch 1649 | loss: 0.031183 | val_loss: 0.0311884 | Time: 1522.7 ms
[2021-12-03 02:00:51 main:574] : INFO : Epoch 1650 | loss: 0.0311809 | val_loss: 0.0311884 | Time: 1530.47 ms
[2021-12-03 02:00:52 main:574] : INFO : Epoch 1651 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 1508.44 ms
[2021-12-03 02:00:54 main:574] : INFO : Epoch 1652 | loss: 0.031177 | val_loss: 0.0311876 | Time: 1509.82 ms
[2021-12-03 02:00:55 main:574] : INFO : Epoch 1653 | loss: 0.0311769 | val_loss: 0.0311871 | Time: 1512.99 ms
[2021-12-03 02:00:57 main:574] : INFO : Epoch 1654 | loss: 0.0311761 | val_loss: 0.0311865 | Time: 1508.98 ms
[2021-12-03 02:00:58 main:574] : INFO : Epoch 1655 | loss: 0.0311743 | val_loss: 0.0311854 | Time: 1534.67 ms
[2021-12-03 02:01:00 main:574] : INFO : Epoch 1656 | loss: 0.0311735 | val_loss: 0.0311841 | Time: 1499.09 ms
[2021-12-03 02:01:01 main:574] : INFO : Epoch 1657 | loss: 0.0311734 | val_loss: 0.0311879 | Time: 1501.53 ms
[2021-12-03 02:01:03 main:574] : INFO : Epoch 1658 | loss: 0.0311739 | val_loss: 0.0311865 | Time: 1524.88 ms
[2021-12-03 02:01:04 main:574] : INFO : Epoch 1659 | loss: 0.0311724 | val_loss: 0.0311858 | Time: 1510.77 ms
[2021-12-03 02:01:06 main:574] : INFO : Epoch 1660 | loss: 0.0311731 | val_loss: 0.0311876 | Time: 1497.21 ms
[2021-12-03 02:01:07 main:574] : INFO : Epoch 1661 | loss: 0.0311734 | val_loss: 0.0311857 | Time: 1496.87 ms
[2021-12-03 02:01:09 main:574] : INFO : Epoch 1662 | loss: 0.0311735 | val_loss: 0.0311879 | Time: 1498.77 ms
[2021-12-03 02:01:10 main:574] : INFO : Epoch 1663 | loss: 0.0311722 | val_loss: 0.0311889 | Time: 1547.58 ms
[2021-12-03 02:01:12 main:574] : INFO : Epoch 1664 | loss: 0.0311729 | val_loss: 0.0311888 | Time: 1526.8 ms
[2021-12-03 02:01:13 main:574] : INFO : Epoch 1665 | loss: 0.0311726 | val_loss: 0.031193 | Time: 1508.98 ms
[2021-12-03 02:01:15 main:574] : INFO : Epoch 1666 | loss: 0.0311737 | val_loss: 0.0311849 | Time: 1518.23 ms
[2021-12-03 02:01:16 main:574] : INFO : Epoch 1667 | loss: 0.0311707 | val_loss: 0.0311849 | Time: 1501.15 ms
[2021-12-03 02:01:18 main:574] : INFO : Epoch 1668 | loss: 0.0311699 | val_loss: 0.0311869 | Time: 1504.24 ms
[2021-12-03 02:01:19 main:574] : INFO : Epoch 1669 | loss: 0.0311742 | val_loss: 0.031191 | Time: 1509.58 ms
[2021-12-03 02:01:21 main:574] : INFO : Epoch 1670 | loss: 0.0311765 | val_loss: 0.0311895 | Time: 1513.8 ms
[2021-12-03 02:01:22 main:574] : INFO : Epoch 1671 | loss: 0.0311726 | val_loss: 0.0311858 | Time: 1494.43 ms
[2021-12-03 02:01:24 main:574] : INFO : Epoch 1672 | loss: 0.0311704 | val_loss: 0.0311836 | Time: 1520.81 ms
[2021-12-03 02:01:25 main:574] : INFO : Epoch 1673 | loss: 0.0311701 | val_loss: 0.0311909 | Time: 1506.55 ms
[2021-12-03 02:01:27 main:574] : INFO : Epoch 1674 | loss: 0.0311702 | val_loss: 0.0311864 | Time: 1478.13 ms
[2021-12-03 02:01:28 main:574] : INFO : Epoch 1675 | loss: 0.0311708 | val_loss: 0.0311869 | Time: 1488.17 ms
[2021-12-03 02:01:30 main:574] : INFO : Epoch 1676 | loss: 0.0311701 | val_loss: 0.0311861 | Time: 1494.32 ms
[2021-12-03 02:01:31 main:574] : INFO : Epoch 1677 | loss: 0.0311709 | val_loss: 0.0311884 | Time: 1505.23 ms
[2021-12-03 02:01:33 main:574] : INFO : Epoch 1678 | loss: 0.0311701 | val_loss: 0.0311853 | Time: 1508.57 ms
[2021-12-03 02:01:34 main:574] : INFO : Epoch 1679 | loss: 0.0311704 | val_loss: 0.0311887 | Time: 1519.71 ms
[2021-12-03 02:01:36 main:574] : INFO : Epoch 1680 | loss: 0.0311703 | val_loss: 0.0311863 | Time: 1506.53 ms
[2021-12-03 02:01:37 main:574] : INFO : Epoch 1681 | loss: 0.0311691 | val_loss: 0.0311858 | Time: 1514.42 ms
[2021-12-03 02:01:39 main:574] : INFO : Epoch 1682 | loss: 0.0311691 | val_loss: 0.0311854 | Time: 1515.5 ms
[2021-12-03 02:01:41 main:574] : INFO : Epoch 1683 | loss: 0.0311718 | val_loss: 0.0311915 | Time: 1504.98 ms
[2021-12-03 02:01:42 main:574] : INFO : Epoch 1684 | loss: 0.0311715 | val_loss: 0.0311904 | Time: 1497.62 ms
[2021-12-03 02:01:44 main:574] : INFO : Epoch 1685 | loss: 0.0311706 | val_loss: 0.0311871 | Time: 1497.62 ms
[2021-12-03 02:01:45 main:574] : INFO : Epoch 1686 | loss: 0.0311702 | val_loss: 0.0311847 | Time: 1513.75 ms
[2021-12-03 02:01:47 main:574] : INFO : Epoch 1687 | loss: 0.0311713 | val_loss: 0.0311899 | Time: 1462.13 ms
[2021-12-03 02:01:48 main:574] : INFO : Epoch 1688 | loss: 0.0311716 | val_loss: 0.0311844 | Time: 1491.11 ms
[2021-12-03 02:01:50 main:574] : INFO : Epoch 1689 | loss: 0.0311729 | val_loss: 0.0311864 | Time: 1504.59 ms
[2021-12-03 02:01:51 main:574] : INFO : Epoch 1690 | loss: 0.0311712 | val_loss: 0.0311852 | Time: 1499.5 ms
[2021-12-03 02:01:53 main:574] : INFO : Epoch 1691 | loss: 0.0311701 | val_loss: 0.031187 | Time: 1530.18 ms
[2021-12-03 02:01:54 main:574] : INFO : Epoch 1692 | loss: 0.0311734 | val_loss: 0.0311884 | Time: 1465.91 ms
[2021-12-03 02:01:56 main:574] : INFO : Epoch 1693 | loss: 0.0311707 | val_loss: 0.0311867 | Time: 1561.15 ms
[2021-12-03 02:01:57 main:574] : INFO : Epoch 1694 | loss: 0.0311702 | val_loss: 0.0311867 | Time: 1517.18 ms
[2021-12-03 02:01:59 main:574] : INFO : Epoch 1695 | loss: 0.0311702 | val_loss: 0.031187 | Time: 1511.54 ms
[2021-12-03 02:02:00 main:574] : INFO : Epoch 1696 | loss: 0.0311706 | val_loss: 0.0311863 | Time: 1498.53 ms
[2021-12-03 02:02:02 main:574] : INFO : Epoch 1697 | loss: 0.0311683 | val_loss: 0.0311848 | Time: 1505.18 ms
[2021-12-03 02:02:03 main:574] : INFO : Epoch 1698 | loss: 0.0311686 | val_loss: 0.0311882 | Time: 1493.1 ms
[2021-12-03 02:02:05 main:574] : INFO : Epoch 1699 | loss: 0.0311696 | val_loss: 0.031186 | Time: 1508.62 ms
[2021-12-03 02:02:06 main:574] : INFO : Epoch 1700 | loss: 0.0311695 | val_loss: 0.031189 | Time: 1500.15 ms
[2021-12-03 02:02:08 main:574] : INFO : Epoch 1701 | loss: 0.0311707 | val_loss: 0.031185 | Time: 1488.42 ms
[2021-12-03 02:02:09 main:574] : INFO : Epoch 1702 | loss: 0.0311697 | val_loss: 0.0311881 | Time: 1499.87 ms
[2021-12-03 02:02:11 main:574] : INFO : Epoch 1703 | loss: 0.0311681 | val_loss: 0.0311846 | Time: 1501.93 ms
[2021-12-03 02:02:12 main:574] : INFO : Epoch 1704 | loss: 0.0311682 | val_loss: 0.0311876 | Time: 1519.91 ms
[2021-12-03 02:02:14 main:574] : INFO : Epoch 1705 | loss: 0.0311685 | val_loss: 0.0311864 | Time: 1507.19 ms
[2021-12-03 02:02:15 main:574] : INFO : Epoch 1706 | loss: 0.0311693 | val_loss: 0.0311867 | Time: 1529.15 ms
[2021-12-03 02:02:17 main:574] : INFO : Epoch 1707 | loss: 0.031172 | val_loss: 0.0311877 | Time: 1504.47 ms
[2021-12-03 02:02:18 main:574] : INFO : Epoch 1708 | loss: 0.0311696 | val_loss: 0.0311858 | Time: 1520.07 ms
[2021-12-03 02:02:20 main:574] : INFO : Epoch 1709 | loss: 0.0311677 | val_loss: 0.031188 | Time: 1484.14 ms
[2021-12-03 02:02:21 main:574] : INFO : Epoch 1710 | loss: 0.0311707 | val_loss: 0.0311884 | Time: 1543.24 ms
[2021-12-03 02:02:23 main:574] : INFO : Epoch 1711 | loss: 0.0311718 | val_loss: 0.0311882 | Time: 1501.4 ms
[2021-12-03 02:02:24 main:574] : INFO : Epoch 1712 | loss: 0.0311757 | val_loss: 0.0311875 | Time: 1487.75 ms
[2021-12-03 02:02:26 main:574] : INFO : Epoch 1713 | loss: 0.0311721 | val_loss: 0.0311872 | Time: 1482.3 ms
[2021-12-03 02:02:27 main:574] : INFO : Epoch 1714 | loss: 0.0311714 | val_loss: 0.031188 | Time: 1461.77 ms
[2021-12-03 02:02:29 main:574] : INFO : Epoch 1715 | loss: 0.0311703 | val_loss: 0.0311872 | Time: 1543.73 ms
[2021-12-03 02:02:30 main:574] : INFO : Epoch 1716 | loss: 0.0311695 | val_loss: 0.031188 | Time: 1515.92 ms
[2021-12-03 02:02:32 main:574] : INFO : Epoch 1717 | loss: 0.0311689 | val_loss: 0.0311871 | Time: 1495.19 ms
[2021-12-03 02:02:33 main:574] : INFO : Epoch 1718 | loss: 0.0311696 | val_loss: 0.0311887 | Time: 1500.71 ms
[2021-12-03 02:02:35 main:574] : INFO : Epoch 1719 | loss: 0.0311703 | val_loss: 0.0311887 | Time: 1534.68 ms
[2021-12-03 02:02:36 main:574] : INFO : Epoch 1720 | loss: 0.0311683 | val_loss: 0.0311892 | Time: 1503.69 ms
[2021-12-03 02:02:38 main:574] : INFO : Epoch 1721 | loss: 0.031169 | val_loss: 0.0311863 | Time: 1520.72 ms
[2021-12-03 02:02:40 main:574] : INFO : Epoch 1722 | loss: 0.0311703 | val_loss: 0.0311894 | Time: 1542.11 ms
[2021-12-03 02:02:41 main:574] : INFO : Epoch 1723 | loss: 0.0311675 | val_loss: 0.0311919 | Time: 1511.3 ms
[2021-12-03 02:02:43 main:574] : INFO : Epoch 1724 | loss: 0.0311688 | val_loss: 0.0311886 | Time: 1506.04 ms
[2021-12-03 02:02:44 main:574] : INFO : Epoch 1725 | loss: 0.0311691 | val_loss: 0.0311882 | Time: 1538.67 ms
[2021-12-03 02:02:46 main:574] : INFO : Epoch 1726 | loss: 0.0311681 | val_loss: 0.0311871 | Time: 1506.68 ms
[2021-12-03 02:02:47 main:574] : INFO : Epoch 1727 | loss: 0.0311728 | val_loss: 0.031187 | Time: 1511.74 ms
[2021-12-03 02:02:49 main:574] : INFO : Epoch 1728 | loss: 0.031171 | val_loss: 0.0311859 | Time: 1519.13 ms
[2021-12-03 02:02:50 main:574] : INFO : Epoch 1729 | loss: 0.0311691 | val_loss: 0.0311899 | Time: 1510.95 ms
[2021-12-03 02:02:52 main:574] : INFO : Epoch 1730 | loss: 0.031169 | val_loss: 0.0311877 | Time: 1503.54 ms
[2021-12-03 02:02:53 main:574] : INFO : Epoch 1731 | loss: 0.0311704 | val_loss: 0.0311884 | Time: 1505.15 ms
[2021-12-03 02:02:55 main:574] : INFO : Epoch 1732 | loss: 0.0311724 | val_loss: 0.0311956 | Time: 1485.68 ms
[2021-12-03 02:02:56 main:574] : INFO : Epoch 1733 | loss: 0.031174 | val_loss: 0.0311882 | Time: 1499.84 ms
[2021-12-03 02:02:58 main:574] : INFO : Epoch 1734 | loss: 0.0311688 | val_loss: 0.0311877 | Time: 1511.19 ms
[2021-12-03 02:02:59 main:574] : INFO : Epoch 1735 | loss: 0.0311688 | val_loss: 0.0311875 | Time: 1531.64 ms
[2021-12-03 02:03:01 main:574] : INFO : Epoch 1736 | loss: 0.0311697 | val_loss: 0.0311865 | Time: 1500.69 ms
[2021-12-03 02:03:02 main:574] : INFO : Epoch 1737 | loss: 0.0311674 | val_loss: 0.0311943 | Time: 1519.47 ms
[2021-12-03 02:03:04 main:574] : INFO : Epoch 1738 | loss: 0.0311694 | val_loss: 0.0311874 | Time: 1546.79 ms
[2021-12-03 02:03:05 main:574] : INFO : Epoch 1739 | loss: 0.0311666 | val_loss: 0.0311888 | Time: 1552.18 ms
[2021-12-03 02:03:07 main:574] : INFO : Epoch 1740 | loss: 0.031167 | val_loss: 0.0311917 | Time: 1530.77 ms
[2021-12-03 02:03:08 main:574] : INFO : Epoch 1741 | loss: 0.0311682 | val_loss: 0.0311883 | Time: 1498.18 ms
[2021-12-03 02:03:10 main:574] : INFO : Epoch 1742 | loss: 0.0311658 | val_loss: 0.0311926 | Time: 1501.38 ms
[2021-12-03 02:03:11 main:574] : INFO : Epoch 1743 | loss: 0.0311678 | val_loss: 0.0311892 | Time: 1495.18 ms
[2021-12-03 02:03:13 main:574] : INFO : Epoch 1744 | loss: 0.0311669 | val_loss: 0.0311893 | Time: 1498.02 ms
[2021-12-03 02:03:14 main:574] : INFO : Epoch 1745 | loss: 0.0311668 | val_loss: 0.0311887 | Time: 1496.72 ms
[2021-12-03 02:03:16 main:574] : INFO : Epoch 1746 | loss: 0.0311676 | val_loss: 0.0311925 | Time: 1510.01 ms
[2021-12-03 02:03:17 main:574] : INFO : Epoch 1747 | loss: 0.0311749 | val_loss: 0.0311904 | Time: 1512.05 ms
[2021-12-03 02:03:19 main:574] : INFO : Epoch 1748 | loss: 0.0311767 | val_loss: 0.0311925 | Time: 1507.39 ms
[2021-12-03 02:03:21 main:574] : INFO : Epoch 1749 | loss: 0.0311763 | val_loss: 0.031196 | Time: 1585.8 ms
[2021-12-03 02:03:22 main:574] : INFO : Epoch 1750 | loss: 0.0311739 | val_loss: 0.0311936 | Time: 1617.56 ms
[2021-12-03 02:03:24 main:574] : INFO : Epoch 1751 | loss: 0.0311755 | val_loss: 0.0311968 | Time: 1625.37 ms
[2021-12-03 02:03:25 main:574] : INFO : Epoch 1752 | loss: 0.0370114 | val_loss: 0.0320777 | Time: 1518.21 ms
[2021-12-03 02:03:27 main:574] : INFO : Epoch 1753 | loss: 0.0395848 | val_loss: 0.0337161 | Time: 1560.36 ms
[2021-12-03 02:03:29 main:574] : INFO : Epoch 1754 | loss: 0.0321985 | val_loss: 0.0313976 | Time: 1573.94 ms
[2021-12-03 02:03:30 main:574] : INFO : Epoch 1755 | loss: 0.0313767 | val_loss: 0.0312638 | Time: 1506.95 ms
[2021-12-03 02:03:32 main:574] : INFO : Epoch 1756 | loss: 0.0312637 | val_loss: 0.0312526 | Time: 1497.78 ms
[2021-12-03 02:03:33 main:574] : INFO : Epoch 1757 | loss: 0.0312449 | val_loss: 0.0312423 | Time: 1480.59 ms
[2021-12-03 02:03:35 main:574] : INFO : Epoch 1758 | loss: 0.0312374 | val_loss: 0.031235 | Time: 1498.03 ms
[2021-12-03 02:03:36 main:574] : INFO : Epoch 1759 | loss: 0.0312311 | val_loss: 0.0312291 | Time: 1516.48 ms
[2021-12-03 02:03:38 main:574] : INFO : Epoch 1760 | loss: 0.0312253 | val_loss: 0.0312256 | Time: 1519.57 ms
[2021-12-03 02:03:39 main:574] : INFO : Epoch 1761 | loss: 0.0312216 | val_loss: 0.0312211 | Time: 1518.71 ms
[2021-12-03 02:03:41 main:574] : INFO : Epoch 1762 | loss: 0.0312178 | val_loss: 0.0312167 | Time: 1516.47 ms
[2021-12-03 02:03:42 main:574] : INFO : Epoch 1763 | loss: 0.0312142 | val_loss: 0.0312156 | Time: 1504.32 ms
[2021-12-03 02:03:44 main:574] : INFO : Epoch 1764 | loss: 0.0312123 | val_loss: 0.0312129 | Time: 1500.62 ms
[2021-12-03 02:03:45 main:574] : INFO : Epoch 1765 | loss: 0.03121 | val_loss: 0.0312104 | Time: 1556.84 ms
[2021-12-03 02:03:47 main:574] : INFO : Epoch 1766 | loss: 0.0312086 | val_loss: 0.0312091 | Time: 1497.14 ms
[2021-12-03 02:03:48 main:574] : INFO : Epoch 1767 | loss: 0.0312079 | val_loss: 0.0312073 | Time: 1513.03 ms
[2021-12-03 02:03:50 main:574] : INFO : Epoch 1768 | loss: 0.0312059 | val_loss: 0.0312043 | Time: 1507.21 ms
[2021-12-03 02:03:51 main:574] : INFO : Epoch 1769 | loss: 0.0312039 | val_loss: 0.0312023 | Time: 1487.31 ms
[2021-12-03 02:03:53 main:574] : INFO : Epoch 1770 | loss: 0.0312023 | val_loss: 0.0312013 | Time: 1504.09 ms
[2021-12-03 02:03:54 main:574] : INFO : Epoch 1771 | loss: 0.0312022 | val_loss: 0.0312015 | Time: 1493.72 ms
[2021-12-03 02:03:56 main:574] : INFO : Epoch 1772 | loss: 0.0312013 | val_loss: 0.0312005 | Time: 1505.83 ms
[2021-12-03 02:03:57 main:574] : INFO : Epoch 1773 | loss: 0.0312008 | val_loss: 0.0312003 | Time: 1522.66 ms
[2021-12-03 02:03:59 main:574] : INFO : Epoch 1774 | loss: 0.0312 | val_loss: 0.0311995 | Time: 1496.35 ms
[2021-12-03 02:04:00 main:574] : INFO : Epoch 1775 | loss: 0.0311997 | val_loss: 0.031199 | Time: 1498.97 ms
[2021-12-03 02:04:02 main:574] : INFO : Epoch 1776 | loss: 0.0311989 | val_loss: 0.0311992 | Time: 1500.09 ms
[2021-12-03 02:04:03 main:574] : INFO : Epoch 1777 | loss: 0.0311993 | val_loss: 0.0311987 | Time: 1499.24 ms
[2021-12-03 02:04:05 main:574] : INFO : Epoch 1778 | loss: 0.0311983 | val_loss: 0.0311996 | Time: 1537.72 ms
[2021-12-03 02:04:06 main:574] : INFO : Epoch 1779 | loss: 0.0311984 | val_loss: 0.0311985 | Time: 1508.74 ms
[2021-12-03 02:04:08 main:574] : INFO : Epoch 1780 | loss: 0.0311976 | val_loss: 0.031198 | Time: 1505.56 ms
[2021-12-03 02:04:09 main:574] : INFO : Epoch 1781 | loss: 0.0311975 | val_loss: 0.0311988 | Time: 1517.51 ms
[2021-12-03 02:04:11 main:574] : INFO : Epoch 1782 | loss: 0.0311965 | val_loss: 0.0311973 | Time: 1522.17 ms
[2021-12-03 02:04:12 main:574] : INFO : Epoch 1783 | loss: 0.0311964 | val_loss: 0.031197 | Time: 1492.36 ms
[2021-12-03 02:04:14 main:574] : INFO : Epoch 1784 | loss: 0.0311959 | val_loss: 0.0311969 | Time: 1513.35 ms
[2021-12-03 02:04:15 main:574] : INFO : Epoch 1785 | loss: 0.0311957 | val_loss: 0.0311965 | Time: 1481.21 ms
[2021-12-03 02:04:17 main:574] : INFO : Epoch 1786 | loss: 0.0311951 | val_loss: 0.0311971 | Time: 1521.48 ms
[2021-12-03 02:04:18 main:574] : INFO : Epoch 1787 | loss: 0.0311957 | val_loss: 0.0311969 | Time: 1466.08 ms
[2021-12-03 02:04:20 main:574] : INFO : Epoch 1788 | loss: 0.0311957 | val_loss: 0.0311966 | Time: 1478.6 ms
[2021-12-03 02:04:21 main:574] : INFO : Epoch 1789 | loss: 0.0311959 | val_loss: 0.0311981 | Time: 1506.99 ms
[2021-12-03 02:04:23 main:574] : INFO : Epoch 1790 | loss: 0.0311947 | val_loss: 0.0311976 | Time: 1497.65 ms
[2021-12-03 02:04:24 main:574] : INFO : Epoch 1791 | loss: 0.0311937 | val_loss: 0.0311948 | Time: 1485.35 ms
[2021-12-03 02:04:26 main:574] : INFO : Epoch 1792 | loss: 0.0311925 | val_loss: 0.0311944 | Time: 1547.92 ms
[2021-12-03 02:04:28 main:574] : INFO : Epoch 1793 | loss: 0.0311925 | val_loss: 0.0311942 | Time: 1521.13 ms
[2021-12-03 02:04:29 main:574] : INFO : Epoch 1794 | loss: 0.0311924 | val_loss: 0.0311933 | Time: 1513.91 ms
[2021-12-03 02:04:31 main:574] : INFO : Epoch 1795 | loss: 0.0311912 | val_loss: 0.0311931 | Time: 1493.41 ms
[2021-12-03 02:04:32 main:574] : INFO : Epoch 1796 | loss: 0.0311908 | val_loss: 0.0311939 | Time: 1493.84 ms
[2021-12-03 02:04:34 main:574] : INFO : Epoch 1797 | loss: 0.03119 | val_loss: 0.0311926 | Time: 1495.11 ms
[2021-12-03 02:04:35 main:574] : INFO : Epoch 1798 | loss: 0.0311896 | val_loss: 0.0311934 | Time: 1504.1 ms
[2021-12-03 02:04:37 main:574] : INFO : Epoch 1799 | loss: 0.03119 | val_loss: 0.0311923 | Time: 1516.5 ms
[2021-12-03 02:04:38 main:574] : INFO : Epoch 1800 | loss: 0.0311891 | val_loss: 0.0311924 | Time: 1505.63 ms
[2021-12-03 02:04:40 main:574] : INFO : Epoch 1801 | loss: 0.0311889 | val_loss: 0.0311919 | Time: 1497.33 ms
[2021-12-03 02:04:41 main:574] : INFO : Epoch 1802 | loss: 0.0311887 | val_loss: 0.0311925 | Time: 1501.72 ms
[2021-12-03 02:04:43 main:574] : INFO : Epoch 1803 | loss: 0.0311891 | val_loss: 0.0311943 | Time: 1504.39 ms
[2021-12-03 02:04:44 main:574] : INFO : Epoch 1804 | loss: 0.0311886 | val_loss: 0.0311915 | Time: 1552.62 ms
[2021-12-03 02:04:46 main:574] : INFO : Epoch 1805 | loss: 0.0311878 | val_loss: 0.0311914 | Time: 1521 ms
[2021-12-03 02:04:47 main:574] : INFO : Epoch 1806 | loss: 0.0311879 | val_loss: 0.0311918 | Time: 1524.48 ms
[2021-12-03 02:04:49 main:574] : INFO : Epoch 1807 | loss: 0.031189 | val_loss: 0.0311938 | Time: 1491.36 ms
[2021-12-03 02:04:50 main:574] : INFO : Epoch 1808 | loss: 0.0311882 | val_loss: 0.0311912 | Time: 1503.48 ms
[2021-12-03 02:04:52 main:574] : INFO : Epoch 1809 | loss: 0.0311873 | val_loss: 0.0311906 | Time: 1528.03 ms
[2021-12-03 02:04:53 main:574] : INFO : Epoch 1810 | loss: 0.0311872 | val_loss: 0.0311903 | Time: 1525.42 ms
[2021-12-03 02:04:55 main:574] : INFO : Epoch 1811 | loss: 0.0311874 | val_loss: 0.0311903 | Time: 1508.43 ms
[2021-12-03 02:04:56 main:574] : INFO : Epoch 1812 | loss: 0.0311881 | val_loss: 0.0311913 | Time: 1503.75 ms
[2021-12-03 02:04:58 main:574] : INFO : Epoch 1813 | loss: 0.0311878 | val_loss: 0.0311927 | Time: 1493.54 ms
[2021-12-03 02:04:59 main:574] : INFO : Epoch 1814 | loss: 0.031188 | val_loss: 0.0311907 | Time: 1486.87 ms
[2021-12-03 02:05:01 main:574] : INFO : Epoch 1815 | loss: 0.0311881 | val_loss: 0.0311943 | Time: 1504.34 ms
[2021-12-03 02:05:02 main:574] : INFO : Epoch 1816 | loss: 0.0311885 | val_loss: 0.0311914 | Time: 1510.84 ms
[2021-12-03 02:05:04 main:574] : INFO : Epoch 1817 | loss: 0.0311867 | val_loss: 0.0311891 | Time: 1519.92 ms
[2021-12-03 02:05:05 main:574] : INFO : Epoch 1818 | loss: 0.0311863 | val_loss: 0.0311902 | Time: 1530.73 ms
[2021-12-03 02:05:07 main:574] : INFO : Epoch 1819 | loss: 0.0311874 | val_loss: 0.0311894 | Time: 1490.05 ms
[2021-12-03 02:05:08 main:574] : INFO : Epoch 1820 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 1514.56 ms
[2021-12-03 02:05:10 main:574] : INFO : Epoch 1821 | loss: 0.0311861 | val_loss: 0.0311901 | Time: 1515.36 ms
[2021-12-03 02:05:11 main:574] : INFO : Epoch 1822 | loss: 0.0311857 | val_loss: 0.0311888 | Time: 1498.79 ms
[2021-12-03 02:05:13 main:574] : INFO : Epoch 1823 | loss: 0.0311857 | val_loss: 0.0311894 | Time: 1516.15 ms
[2021-12-03 02:05:15 main:574] : INFO : Epoch 1824 | loss: 0.031186 | val_loss: 0.0311901 | Time: 1505.96 ms
[2021-12-03 02:05:16 main:574] : INFO : Epoch 1825 | loss: 0.0311857 | val_loss: 0.0311887 | Time: 1489.64 ms
[2021-12-03 02:05:18 main:574] : INFO : Epoch 1826 | loss: 0.0311857 | val_loss: 0.0311905 | Time: 1499.31 ms
[2021-12-03 02:05:19 main:574] : INFO : Epoch 1827 | loss: 0.0311859 | val_loss: 0.0311896 | Time: 1500.91 ms
[2021-12-03 02:05:21 main:574] : INFO : Epoch 1828 | loss: 0.0311855 | val_loss: 0.0311893 | Time: 1502.71 ms
[2021-12-03 02:05:22 main:574] : INFO : Epoch 1829 | loss: 0.0311859 | val_loss: 0.0311887 | Time: 1537.65 ms
[2021-12-03 02:05:24 main:574] : INFO : Epoch 1830 | loss: 0.0311863 | val_loss: 0.0311888 | Time: 1509.53 ms
[2021-12-03 02:05:25 main:574] : INFO : Epoch 1831 | loss: 0.0311852 | val_loss: 0.0311886 | Time: 1519.42 ms
[2021-12-03 02:05:27 main:574] : INFO : Epoch 1832 | loss: 0.0311858 | val_loss: 0.0311892 | Time: 1500.23 ms
[2021-12-03 02:05:28 main:574] : INFO : Epoch 1833 | loss: 0.0311853 | val_loss: 0.0311892 | Time: 1506.49 ms
[2021-12-03 02:05:30 main:574] : INFO : Epoch 1834 | loss: 0.0311853 | val_loss: 0.031189 | Time: 1503.7 ms
[2021-12-03 02:05:31 main:574] : INFO : Epoch 1835 | loss: 0.0311849 | val_loss: 0.0311894 | Time: 1497.4 ms
[2021-12-03 02:05:33 main:574] : INFO : Epoch 1836 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 1490.28 ms
[2021-12-03 02:05:34 main:574] : INFO : Epoch 1837 | loss: 0.0311847 | val_loss: 0.0311886 | Time: 1518.73 ms
[2021-12-03 02:05:36 main:574] : INFO : Epoch 1838 | loss: 0.0311852 | val_loss: 0.0311897 | Time: 1490.2 ms
[2021-12-03 02:05:37 main:574] : INFO : Epoch 1839 | loss: 0.0311845 | val_loss: 0.0311889 | Time: 1505.48 ms
[2021-12-03 02:05:39 main:574] : INFO : Epoch 1840 | loss: 0.031184 | val_loss: 0.0311892 | Time: 1496.61 ms
[2021-12-03 02:05:40 main:574] : INFO : Epoch 1841 | loss: 0.0311842 | val_loss: 0.0311882 | Time: 1510.69 ms
[2021-12-03 02:05:42 main:574] : INFO : Epoch 1842 | loss: 0.0311849 | val_loss: 0.03119 | Time: 1502.44 ms
[2021-12-03 02:05:43 main:574] : INFO : Epoch 1843 | loss: 0.0311864 | val_loss: 0.0311901 | Time: 1493.14 ms
[2021-12-03 02:05:45 main:574] : INFO : Epoch 1844 | loss: 0.0311867 | val_loss: 0.0311911 | Time: 1494.67 ms
[2021-12-03 02:05:46 main:574] : INFO : Epoch 1845 | loss: 0.0311856 | val_loss: 0.0311881 | Time: 1515.15 ms
[2021-12-03 02:05:48 main:574] : INFO : Epoch 1846 | loss: 0.0311848 | val_loss: 0.0311894 | Time: 1500.79 ms
[2021-12-03 02:05:49 main:574] : INFO : Epoch 1847 | loss: 0.0311851 | val_loss: 0.0311912 | Time: 1519.02 ms
[2021-12-03 02:05:51 main:574] : INFO : Epoch 1848 | loss: 0.0311855 | val_loss: 0.0311888 | Time: 1503.37 ms
[2021-12-03 02:05:52 main:574] : INFO : Epoch 1849 | loss: 0.0311848 | val_loss: 0.0311877 | Time: 1523.23 ms
[2021-12-03 02:05:54 main:574] : INFO : Epoch 1850 | loss: 0.031185 | val_loss: 0.0311871 | Time: 1541 ms
[2021-12-03 02:05:55 main:574] : INFO : Epoch 1851 | loss: 0.0311854 | val_loss: 0.0311866 | Time: 1523.04 ms
[2021-12-03 02:05:57 main:574] : INFO : Epoch 1852 | loss: 0.0311838 | val_loss: 0.0311897 | Time: 1493.79 ms
[2021-12-03 02:05:58 main:574] : INFO : Epoch 1853 | loss: 0.0311849 | val_loss: 0.0311913 | Time: 1509.16 ms
[2021-12-03 02:06:00 main:574] : INFO : Epoch 1854 | loss: 0.0311851 | val_loss: 0.0311856 | Time: 1506.61 ms
[2021-12-03 02:06:01 main:574] : INFO : Epoch 1855 | loss: 0.031184 | val_loss: 0.0311859 | Time: 1497.56 ms
[2021-12-03 02:06:03 main:574] : INFO : Epoch 1856 | loss: 0.0311855 | val_loss: 0.0311855 | Time: 1501.11 ms
[2021-12-03 02:06:04 main:574] : INFO : Epoch 1857 | loss: 0.0311843 | val_loss: 0.0311846 | Time: 1501.5 ms
[2021-12-03 02:06:06 main:574] : INFO : Epoch 1858 | loss: 0.0311835 | val_loss: 0.0311845 | Time: 1501.5 ms
[2021-12-03 02:06:07 main:574] : INFO : Epoch 1859 | loss: 0.0311814 | val_loss: 0.031184 | Time: 1511.31 ms
[2021-12-03 02:06:09 main:574] : INFO : Epoch 1860 | loss: 0.03118 | val_loss: 0.0311836 | Time: 1509.17 ms
[2021-12-03 02:06:10 main:574] : INFO : Epoch 1861 | loss: 0.0311799 | val_loss: 0.031184 | Time: 1491.09 ms
[2021-12-03 02:06:12 main:574] : INFO : Epoch 1862 | loss: 0.0311798 | val_loss: 0.0311839 | Time: 1490.54 ms
[2021-12-03 02:06:13 main:574] : INFO : Epoch 1863 | loss: 0.031179 | val_loss: 0.0311836 | Time: 1532.88 ms
[2021-12-03 02:06:15 main:574] : INFO : Epoch 1864 | loss: 0.0311791 | val_loss: 0.031186 | Time: 1517.42 ms
[2021-12-03 02:06:17 main:574] : INFO : Epoch 1865 | loss: 0.0311799 | val_loss: 0.0311842 | Time: 1511.11 ms
[2021-12-03 02:06:18 main:574] : INFO : Epoch 1866 | loss: 0.0311791 | val_loss: 0.0311831 | Time: 1523.49 ms
[2021-12-03 02:06:20 main:574] : INFO : Epoch 1867 | loss: 0.0311801 | val_loss: 0.0311925 | Time: 1505.01 ms
[2021-12-03 02:06:21 main:574] : INFO : Epoch 1868 | loss: 0.0311864 | val_loss: 0.0311858 | Time: 1493.73 ms
[2021-12-03 02:06:23 main:574] : INFO : Epoch 1869 | loss: 0.0311826 | val_loss: 0.0311856 | Time: 1478.62 ms
[2021-12-03 02:06:24 main:574] : INFO : Epoch 1870 | loss: 0.0311825 | val_loss: 0.0311858 | Time: 1482.56 ms
[2021-12-03 02:06:26 main:574] : INFO : Epoch 1871 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 1494.25 ms
[2021-12-03 02:06:27 main:574] : INFO : Epoch 1872 | loss: 0.031181 | val_loss: 0.0311841 | Time: 1494.02 ms
[2021-12-03 02:06:29 main:574] : INFO : Epoch 1873 | loss: 0.0311795 | val_loss: 0.0311838 | Time: 1520.07 ms
[2021-12-03 02:06:30 main:574] : INFO : Epoch 1874 | loss: 0.0311797 | val_loss: 0.0311838 | Time: 1498.5 ms
[2021-12-03 02:06:32 main:574] : INFO : Epoch 1875 | loss: 0.0311788 | val_loss: 0.0311852 | Time: 1501.16 ms
[2021-12-03 02:06:33 main:574] : INFO : Epoch 1876 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 1517.84 ms
[2021-12-03 02:06:35 main:574] : INFO : Epoch 1877 | loss: 0.0311785 | val_loss: 0.0311834 | Time: 1516.44 ms
[2021-12-03 02:06:36 main:574] : INFO : Epoch 1878 | loss: 0.0311806 | val_loss: 0.0311877 | Time: 1528.56 ms
[2021-12-03 02:06:38 main:574] : INFO : Epoch 1879 | loss: 0.0311809 | val_loss: 0.031187 | Time: 1525.35 ms
[2021-12-03 02:06:39 main:574] : INFO : Epoch 1880 | loss: 0.0311883 | val_loss: 0.0311899 | Time: 1500.24 ms
[2021-12-03 02:06:41 main:574] : INFO : Epoch 1881 | loss: 0.0311865 | val_loss: 0.0311866 | Time: 1491.63 ms
[2021-12-03 02:06:42 main:574] : INFO : Epoch 1882 | loss: 0.0311834 | val_loss: 0.0311841 | Time: 1493.87 ms
[2021-12-03 02:06:44 main:574] : INFO : Epoch 1883 | loss: 0.0311815 | val_loss: 0.0311858 | Time: 1513.57 ms
[2021-12-03 02:06:45 main:574] : INFO : Epoch 1884 | loss: 0.031181 | val_loss: 0.0311841 | Time: 1508.64 ms
[2021-12-03 02:06:47 main:574] : INFO : Epoch 1885 | loss: 0.0311804 | val_loss: 0.0311846 | Time: 1508.68 ms
[2021-12-03 02:06:48 main:574] : INFO : Epoch 1886 | loss: 0.0311799 | val_loss: 0.031184 | Time: 1506.38 ms
[2021-12-03 02:06:50 main:574] : INFO : Epoch 1887 | loss: 0.0311798 | val_loss: 0.0311867 | Time: 1519.01 ms
[2021-12-03 02:06:51 main:574] : INFO : Epoch 1888 | loss: 0.0311794 | val_loss: 0.0311849 | Time: 1508.61 ms
[2021-12-03 02:06:53 main:574] : INFO : Epoch 1889 | loss: 0.031183 | val_loss: 0.0311882 | Time: 1502.31 ms
[2021-12-03 02:06:54 main:574] : INFO : Epoch 1890 | loss: 0.0311846 | val_loss: 0.0311859 | Time: 1513.11 ms
[2021-12-03 02:06:56 main:574] : INFO : Epoch 1891 | loss: 0.0311809 | val_loss: 0.0311836 | Time: 1522.16 ms
[2021-12-03 02:06:57 main:574] : INFO : Epoch 1892 | loss: 0.0311784 | val_loss: 0.0311832 | Time: 1506.19 ms
[2021-12-03 02:06:59 main:574] : INFO : Epoch 1893 | loss: 0.0311783 | val_loss: 0.0311836 | Time: 1522.85 ms
[2021-12-03 02:07:00 main:574] : INFO : Epoch 1894 | loss: 0.0311778 | val_loss: 0.0311819 | Time: 1530.61 ms
[2021-12-03 02:07:02 main:574] : INFO : Epoch 1895 | loss: 0.0311775 | val_loss: 0.0311826 | Time: 1510.33 ms
[2021-12-03 02:07:03 main:574] : INFO : Epoch 1896 | loss: 0.0311776 | val_loss: 0.0311832 | Time: 1512 ms
[2021-12-03 02:07:05 main:574] : INFO : Epoch 1897 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 1527.54 ms
[2021-12-03 02:07:07 main:574] : INFO : Epoch 1898 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 1503.78 ms
[2021-12-03 02:07:08 main:574] : INFO : Epoch 1899 | loss: 0.0311774 | val_loss: 0.0311848 | Time: 1513.18 ms
[2021-12-03 02:07:10 main:574] : INFO : Epoch 1900 | loss: 0.0311807 | val_loss: 0.0311859 | Time: 1482.63 ms
[2021-12-03 02:07:11 main:574] : INFO : Epoch 1901 | loss: 0.0311809 | val_loss: 0.031187 | Time: 1493.94 ms
[2021-12-03 02:07:13 main:574] : INFO : Epoch 1902 | loss: 0.0311852 | val_loss: 0.031188 | Time: 1491.57 ms
[2021-12-03 02:07:14 main:574] : INFO : Epoch 1903 | loss: 0.0311835 | val_loss: 0.0311869 | Time: 1510.26 ms
[2021-12-03 02:07:16 main:574] : INFO : Epoch 1904 | loss: 0.031182 | val_loss: 0.0311854 | Time: 1529.63 ms
[2021-12-03 02:07:17 main:574] : INFO : Epoch 1905 | loss: 0.0311809 | val_loss: 0.0311857 | Time: 1518.46 ms
[2021-12-03 02:07:19 main:574] : INFO : Epoch 1906 | loss: 0.0311803 | val_loss: 0.0311848 | Time: 1516.24 ms
[2021-12-03 02:07:20 main:574] : INFO : Epoch 1907 | loss: 0.0311798 | val_loss: 0.031185 | Time: 1538.72 ms
[2021-12-03 02:07:22 main:574] : INFO : Epoch 1908 | loss: 0.0311791 | val_loss: 0.0311853 | Time: 1471.43 ms
[2021-12-03 02:07:23 main:574] : INFO : Epoch 1909 | loss: 0.03118 | val_loss: 0.0311848 | Time: 1534.78 ms
[2021-12-03 02:07:25 main:574] : INFO : Epoch 1910 | loss: 0.0311791 | val_loss: 0.0311842 | Time: 1498.74 ms
[2021-12-03 02:07:26 main:574] : INFO : Epoch 1911 | loss: 0.0311788 | val_loss: 0.0311838 | Time: 1513.22 ms
[2021-12-03 02:07:28 main:574] : INFO : Epoch 1912 | loss: 0.0311796 | val_loss: 0.0311837 | Time: 1509.1 ms
[2021-12-03 02:07:29 main:574] : INFO : Epoch 1913 | loss: 0.0311798 | val_loss: 0.0311844 | Time: 1498.94 ms
[2021-12-03 02:07:31 main:574] : INFO : Epoch 1914 | loss: 0.0311783 | val_loss: 0.0311835 | Time: 1494.03 ms
[2021-12-03 02:07:32 main:574] : INFO : Epoch 1915 | loss: 0.031177 | val_loss: 0.0311822 | Time: 1503.54 ms
[2021-12-03 02:07:34 main:574] : INFO : Epoch 1916 | loss: 0.031177 | val_loss: 0.0311832 | Time: 1499.43 ms
[2021-12-03 02:07:35 main:574] : INFO : Epoch 1917 | loss: 0.0311772 | val_loss: 0.0311825 | Time: 1523.15 ms
[2021-12-03 02:07:37 main:574] : INFO : Epoch 1918 | loss: 0.0311766 | val_loss: 0.0311855 | Time: 1506.16 ms
[2021-12-03 02:07:38 main:574] : INFO : Epoch 1919 | loss: 0.0311771 | val_loss: 0.0311824 | Time: 1513.1 ms
[2021-12-03 02:07:40 main:574] : INFO : Epoch 1920 | loss: 0.0311765 | val_loss: 0.0311838 | Time: 1525.28 ms
[2021-12-03 02:07:41 main:574] : INFO : Epoch 1921 | loss: 0.0311769 | val_loss: 0.031183 | Time: 1519.69 ms
[2021-12-03 02:07:43 main:574] : INFO : Epoch 1922 | loss: 0.0311768 | val_loss: 0.0311836 | Time: 1520.53 ms
[2021-12-03 02:07:44 main:574] : INFO : Epoch 1923 | loss: 0.0311777 | val_loss: 0.0311844 | Time: 1515.05 ms
[2021-12-03 02:07:46 main:574] : INFO : Epoch 1924 | loss: 0.0311781 | val_loss: 0.0311844 | Time: 1507.71 ms
[2021-12-03 02:07:47 main:574] : INFO : Epoch 1925 | loss: 0.0311774 | val_loss: 0.0311842 | Time: 1463.61 ms
[2021-12-03 02:07:49 main:574] : INFO : Epoch 1926 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 1517.61 ms
[2021-12-03 02:07:50 main:574] : INFO : Epoch 1927 | loss: 0.031176 | val_loss: 0.0311824 | Time: 1485.43 ms
[2021-12-03 02:07:52 main:574] : INFO : Epoch 1928 | loss: 0.0311762 | val_loss: 0.0311826 | Time: 1518.49 ms
[2021-12-03 02:07:53 main:574] : INFO : Epoch 1929 | loss: 0.0311774 | val_loss: 0.0311812 | Time: 1511.79 ms
[2021-12-03 02:07:55 main:574] : INFO : Epoch 1930 | loss: 0.0311759 | val_loss: 0.0311815 | Time: 1529.23 ms
[2021-12-03 02:07:57 main:574] : INFO : Epoch 1931 | loss: 0.0311752 | val_loss: 0.0311818 | Time: 1511.48 ms
[2021-12-03 02:07:58 main:574] : INFO : Epoch 1932 | loss: 0.0311753 | val_loss: 0.0311846 | Time: 1510.6 ms
[2021-12-03 02:08:00 main:574] : INFO : Epoch 1933 | loss: 0.0311758 | val_loss: 0.031182 | Time: 1518.44 ms
[2021-12-03 02:08:01 main:574] : INFO : Epoch 1934 | loss: 0.0311751 | val_loss: 0.031181 | Time: 1501.51 ms
[2021-12-03 02:08:03 main:574] : INFO : Epoch 1935 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 1512.4 ms
[2021-12-03 02:08:04 main:574] : INFO : Epoch 1936 | loss: 0.0311753 | val_loss: 0.0311817 | Time: 1509.73 ms
[2021-12-03 02:08:06 main:574] : INFO : Epoch 1937 | loss: 0.0311746 | val_loss: 0.0311816 | Time: 1511 ms
[2021-12-03 02:08:07 main:574] : INFO : Epoch 1938 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 1475.51 ms
[2021-12-03 02:08:09 main:574] : INFO : Epoch 1939 | loss: 0.0311746 | val_loss: 0.031181 | Time: 1506.69 ms
[2021-12-03 02:08:10 main:574] : INFO : Epoch 1940 | loss: 0.0311743 | val_loss: 0.0311812 | Time: 1515.6 ms
[2021-12-03 02:08:12 main:574] : INFO : Epoch 1941 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 1536.23 ms
[2021-12-03 02:08:13 main:574] : INFO : Epoch 1942 | loss: 0.0311738 | val_loss: 0.0311815 | Time: 1520.51 ms
[2021-12-03 02:08:15 main:574] : INFO : Epoch 1943 | loss: 0.0311742 | val_loss: 0.0311815 | Time: 1506.82 ms
[2021-12-03 02:08:16 main:574] : INFO : Epoch 1944 | loss: 0.0311744 | val_loss: 0.0311843 | Time: 1494.49 ms
[2021-12-03 02:08:18 main:574] : INFO : Epoch 1945 | loss: 0.0311735 | val_loss: 0.0311832 | Time: 1522.72 ms
[2021-12-03 02:08:19 main:574] : INFO : Epoch 1946 | loss: 0.0311742 | val_loss: 0.031184 | Time: 1515.69 ms
[2021-12-03 02:08:21 main:574] : INFO : Epoch 1947 | loss: 0.031174 | val_loss: 0.0311822 | Time: 1517.57 ms
[2021-12-03 02:08:22 main:574] : INFO : Epoch 1948 | loss: 0.031174 | val_loss: 0.0311827 | Time: 1519.68 ms
[2021-12-03 02:08:24 main:574] : INFO : Epoch 1949 | loss: 0.0311736 | val_loss: 0.031183 | Time: 1508.77 ms
[2021-12-03 02:08:25 main:574] : INFO : Epoch 1950 | loss: 0.0311754 | val_loss: 0.0311837 | Time: 1509.62 ms
[2021-12-03 02:08:27 main:574] : INFO : Epoch 1951 | loss: 0.0311779 | val_loss: 0.0311822 | Time: 1501.93 ms
[2021-12-03 02:08:28 main:574] : INFO : Epoch 1952 | loss: 0.031178 | val_loss: 0.0311826 | Time: 1490.48 ms
[2021-12-03 02:08:30 main:574] : INFO : Epoch 1953 | loss: 0.0311764 | val_loss: 0.0311811 | Time: 1490.16 ms
[2021-12-03 02:08:31 main:574] : INFO : Epoch 1954 | loss: 0.0311756 | val_loss: 0.0311809 | Time: 1506.8 ms
[2021-12-03 02:08:33 main:574] : INFO : Epoch 1955 | loss: 0.0311758 | val_loss: 0.031183 | Time: 1503.91 ms
[2021-12-03 02:08:34 main:574] : INFO : Epoch 1956 | loss: 0.0311755 | val_loss: 0.0311841 | Time: 1500.76 ms
[2021-12-03 02:08:36 main:574] : INFO : Epoch 1957 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 1496.68 ms
[2021-12-03 02:08:37 main:574] : INFO : Epoch 1958 | loss: 0.0311734 | val_loss: 0.0311813 | Time: 1519.71 ms
[2021-12-03 02:08:39 main:574] : INFO : Epoch 1959 | loss: 0.0311738 | val_loss: 0.0311813 | Time: 1511.87 ms
[2021-12-03 02:08:40 main:574] : INFO : Epoch 1960 | loss: 0.0311745 | val_loss: 0.0311802 | Time: 1515.07 ms
[2021-12-03 02:08:42 main:574] : INFO : Epoch 1961 | loss: 0.0311733 | val_loss: 0.0311802 | Time: 1533.01 ms
[2021-12-03 02:08:44 main:574] : INFO : Epoch 1962 | loss: 0.0311745 | val_loss: 0.031183 | Time: 1517.79 ms
[2021-12-03 02:08:45 main:574] : INFO : Epoch 1963 | loss: 0.0311736 | val_loss: 0.0311813 | Time: 1512.15 ms
[2021-12-03 02:08:47 main:574] : INFO : Epoch 1964 | loss: 0.031174 | val_loss: 0.0311814 | Time: 1527.97 ms
[2021-12-03 02:08:48 main:574] : INFO : Epoch 1965 | loss: 0.0311742 | val_loss: 0.0311825 | Time: 1500.5 ms
[2021-12-03 02:08:50 main:574] : INFO : Epoch 1966 | loss: 0.0311731 | val_loss: 0.0311819 | Time: 1516.68 ms
[2021-12-03 02:08:51 main:574] : INFO : Epoch 1967 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 1506.28 ms
[2021-12-03 02:08:53 main:574] : INFO : Epoch 1968 | loss: 0.0311732 | val_loss: 0.0311807 | Time: 1471.58 ms
[2021-12-03 02:08:54 main:574] : INFO : Epoch 1969 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 1499.57 ms
[2021-12-03 02:08:56 main:574] : INFO : Epoch 1970 | loss: 0.0311724 | val_loss: 0.0311799 | Time: 1494.21 ms
[2021-12-03 02:08:57 main:574] : INFO : Epoch 1971 | loss: 0.0311722 | val_loss: 0.0311827 | Time: 1506.1 ms
[2021-12-03 02:08:59 main:574] : INFO : Epoch 1972 | loss: 0.031172 | val_loss: 0.0311799 | Time: 1497.43 ms
[2021-12-03 02:09:00 main:574] : INFO : Epoch 1973 | loss: 0.0311722 | val_loss: 0.0311801 | Time: 1505.37 ms
[2021-12-03 02:09:02 main:574] : INFO : Epoch 1974 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 1514.02 ms
[2021-12-03 02:09:03 main:574] : INFO : Epoch 1975 | loss: 0.0311735 | val_loss: 0.03118 | Time: 1511.98 ms
[2021-12-03 02:09:05 main:574] : INFO : Epoch 1976 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 1500.06 ms
[2021-12-03 02:09:06 main:574] : INFO : Epoch 1977 | loss: 0.031172 | val_loss: 0.0311833 | Time: 1518.1 ms
[2021-12-03 02:09:08 main:574] : INFO : Epoch 1978 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 1495.31 ms
[2021-12-03 02:09:09 main:574] : INFO : Epoch 1979 | loss: 0.0311722 | val_loss: 0.0311796 | Time: 1540.47 ms
[2021-12-03 02:09:11 main:574] : INFO : Epoch 1980 | loss: 0.0311729 | val_loss: 0.0311843 | Time: 1495.28 ms
[2021-12-03 02:09:12 main:574] : INFO : Epoch 1981 | loss: 0.0311731 | val_loss: 0.0311827 | Time: 1472.05 ms
[2021-12-03 02:09:14 main:574] : INFO : Epoch 1982 | loss: 0.0311733 | val_loss: 0.0311855 | Time: 1489.28 ms
[2021-12-03 02:09:15 main:574] : INFO : Epoch 1983 | loss: 0.0311722 | val_loss: 0.031182 | Time: 1488.8 ms
[2021-12-03 02:09:17 main:574] : INFO : Epoch 1984 | loss: 0.0311717 | val_loss: 0.0311809 | Time: 1487.97 ms
[2021-12-03 02:09:18 main:574] : INFO : Epoch 1985 | loss: 0.0311705 | val_loss: 0.0311796 | Time: 1505.27 ms
[2021-12-03 02:09:20 main:574] : INFO : Epoch 1986 | loss: 0.0311706 | val_loss: 0.0311799 | Time: 1504.92 ms
[2021-12-03 02:09:21 main:574] : INFO : Epoch 1987 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 1510.39 ms
[2021-12-03 02:09:23 main:574] : INFO : Epoch 1988 | loss: 0.0311721 | val_loss: 0.031178 | Time: 1510.74 ms
[2021-12-03 02:09:24 main:574] : INFO : Epoch 1989 | loss: 0.0311728 | val_loss: 0.031182 | Time: 1517.93 ms
[2021-12-03 02:09:26 main:574] : INFO : Epoch 1990 | loss: 0.0311735 | val_loss: 0.0311798 | Time: 1524.24 ms
[2021-12-03 02:09:27 main:574] : INFO : Epoch 1991 | loss: 0.031173 | val_loss: 0.0311803 | Time: 1505.95 ms
[2021-12-03 02:09:29 main:574] : INFO : Epoch 1992 | loss: 0.0311718 | val_loss: 0.0311786 | Time: 1505.4 ms
[2021-12-03 02:09:30 main:574] : INFO : Epoch 1993 | loss: 0.0311715 | val_loss: 0.03118 | Time: 1505.75 ms
[2021-12-03 02:09:32 main:574] : INFO : Epoch 1994 | loss: 0.0311733 | val_loss: 0.0311836 | Time: 1495.87 ms
[2021-12-03 02:09:33 main:574] : INFO : Epoch 1995 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 1510.58 ms
[2021-12-03 02:09:35 main:574] : INFO : Epoch 1996 | loss: 0.0311714 | val_loss: 0.0311805 | Time: 1519.86 ms
[2021-12-03 02:09:36 main:574] : INFO : Epoch 1997 | loss: 0.0311736 | val_loss: 0.0311815 | Time: 1513.7 ms
[2021-12-03 02:09:38 main:574] : INFO : Epoch 1998 | loss: 0.0311725 | val_loss: 0.0311815 | Time: 1506.32 ms
[2021-12-03 02:09:39 main:574] : INFO : Epoch 1999 | loss: 0.031171 | val_loss: 0.0311806 | Time: 1498.69 ms
[2021-12-03 02:09:41 main:574] : INFO : Epoch 2000 | loss: 0.0311706 | val_loss: 0.0311793 | Time: 1503.21 ms
[2021-12-03 02:09:42 main:574] : INFO : Epoch 2001 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 1500.65 ms
[2021-12-03 02:09:44 main:574] : INFO : Epoch 2002 | loss: 0.0311709 | val_loss: 0.0311816 | Time: 1506.06 ms
[2021-12-03 02:09:46 main:574] : INFO : Epoch 2003 | loss: 0.0311712 | val_loss: 0.031183 | Time: 1529.19 ms
[2021-12-03 02:09:47 main:574] : INFO : Epoch 2004 | loss: 0.0311717 | val_loss: 0.0311858 | Time: 1529.56 ms
[2021-12-03 02:09:49 main:574] : INFO : Epoch 2005 | loss: 0.0311734 | val_loss: 0.0311792 | Time: 1496.06 ms
[2021-12-03 02:09:50 main:574] : INFO : Epoch 2006 | loss: 0.0311742 | val_loss: 0.0311789 | Time: 1527.29 ms
[2021-12-03 02:09:52 main:574] : INFO : Epoch 2007 | loss: 0.0311748 | val_loss: 0.031185 | Time: 1516.04 ms
[2021-12-03 02:09:53 main:574] : INFO : Epoch 2008 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 1511.83 ms
[2021-12-03 02:09:55 main:574] : INFO : Epoch 2009 | loss: 0.0311731 | val_loss: 0.0311808 | Time: 1507.19 ms
[2021-12-03 02:09:56 main:574] : INFO : Epoch 2010 | loss: 0.0311722 | val_loss: 0.0311812 | Time: 1495.17 ms
[2021-12-03 02:09:58 main:574] : INFO : Epoch 2011 | loss: 0.031172 | val_loss: 0.0311795 | Time: 1506.76 ms
[2021-12-03 02:09:59 main:574] : INFO : Epoch 2012 | loss: 0.0311716 | val_loss: 0.0311805 | Time: 1505.09 ms
[2021-12-03 02:10:01 main:574] : INFO : Epoch 2013 | loss: 0.0311764 | val_loss: 0.0311823 | Time: 1484.67 ms
[2021-12-03 02:10:02 main:574] : INFO : Epoch 2014 | loss: 0.0311766 | val_loss: 0.0311814 | Time: 1516.44 ms
[2021-12-03 02:10:04 main:574] : INFO : Epoch 2015 | loss: 0.031176 | val_loss: 0.0311796 | Time: 1514.86 ms
[2021-12-03 02:10:05 main:574] : INFO : Epoch 2016 | loss: 0.031177 | val_loss: 0.0311846 | Time: 1519.58 ms
[2021-12-03 02:10:07 main:574] : INFO : Epoch 2017 | loss: 0.0311771 | val_loss: 0.0311804 | Time: 1532.1 ms
[2021-12-03 02:10:08 main:574] : INFO : Epoch 2018 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 1490.14 ms
[2021-12-03 02:10:10 main:574] : INFO : Epoch 2019 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 1549.5 ms
[2021-12-03 02:10:11 main:574] : INFO : Epoch 2020 | loss: 0.031174 | val_loss: 0.0311786 | Time: 1515.57 ms
[2021-12-03 02:10:13 main:574] : INFO : Epoch 2021 | loss: 0.0311731 | val_loss: 0.0311794 | Time: 1511.25 ms
[2021-12-03 02:10:14 main:574] : INFO : Epoch 2022 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 1532.6 ms
[2021-12-03 02:10:16 main:574] : INFO : Epoch 2023 | loss: 0.0311741 | val_loss: 0.0311835 | Time: 1507.38 ms
[2021-12-03 02:10:17 main:574] : INFO : Epoch 2024 | loss: 0.0311741 | val_loss: 0.0311798 | Time: 1505.22 ms
[2021-12-03 02:10:19 main:574] : INFO : Epoch 2025 | loss: 0.0311763 | val_loss: 0.031179 | Time: 1500.55 ms
[2021-12-03 02:10:20 main:574] : INFO : Epoch 2026 | loss: 0.0311746 | val_loss: 0.0311796 | Time: 1499.14 ms
[2021-12-03 02:10:22 main:574] : INFO : Epoch 2027 | loss: 0.031174 | val_loss: 0.0311769 | Time: 1493.83 ms
[2021-12-03 02:10:23 main:574] : INFO : Epoch 2028 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 1500.29 ms
[2021-12-03 02:10:25 main:574] : INFO : Epoch 2029 | loss: 0.0311723 | val_loss: 0.0311798 | Time: 1517.12 ms
[2021-12-03 02:10:27 main:574] : INFO : Epoch 2030 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 1507.56 ms
[2021-12-03 02:10:28 main:574] : INFO : Epoch 2031 | loss: 0.0311731 | val_loss: 0.0311796 | Time: 1527.56 ms
[2021-12-03 02:10:30 main:574] : INFO : Epoch 2032 | loss: 0.0311745 | val_loss: 0.0311829 | Time: 1520.95 ms
[2021-12-03 02:10:31 main:574] : INFO : Epoch 2033 | loss: 0.0311823 | val_loss: 0.0311831 | Time: 1515.96 ms
[2021-12-03 02:10:33 main:574] : INFO : Epoch 2034 | loss: 0.0311785 | val_loss: 0.0311814 | Time: 1499.75 ms
[2021-12-03 02:10:34 main:574] : INFO : Epoch 2035 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 1506.94 ms
[2021-12-03 02:10:36 main:574] : INFO : Epoch 2036 | loss: 0.0311741 | val_loss: 0.0311779 | Time: 1499.03 ms
[2021-12-03 02:10:37 main:574] : INFO : Epoch 2037 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 1498.8 ms
[2021-12-03 02:10:39 main:574] : INFO : Epoch 2038 | loss: 0.0311729 | val_loss: 0.0311813 | Time: 1506.92 ms
[2021-12-03 02:10:40 main:574] : INFO : Epoch 2039 | loss: 0.0311735 | val_loss: 0.0311828 | Time: 1495.13 ms
[2021-12-03 02:10:42 main:574] : INFO : Epoch 2040 | loss: 0.0311807 | val_loss: 0.0311838 | Time: 1523.39 ms
[2021-12-03 02:10:43 main:574] : INFO : Epoch 2041 | loss: 0.0311766 | val_loss: 0.0311799 | Time: 1506.91 ms
[2021-12-03 02:10:45 main:574] : INFO : Epoch 2042 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 1527.75 ms
[2021-12-03 02:10:46 main:574] : INFO : Epoch 2043 | loss: 0.0311743 | val_loss: 0.03118 | Time: 1525.21 ms
[2021-12-03 02:10:48 main:574] : INFO : Epoch 2044 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 1527.39 ms
[2021-12-03 02:10:49 main:574] : INFO : Epoch 2045 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 1549.87 ms
[2021-12-03 02:10:51 main:574] : INFO : Epoch 2046 | loss: 0.031174 | val_loss: 0.0311826 | Time: 1523.38 ms
[2021-12-03 02:10:52 main:574] : INFO : Epoch 2047 | loss: 0.031179 | val_loss: 0.0311837 | Time: 1499.42 ms
[2021-12-03 02:10:54 main:574] : INFO : Epoch 2048 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 1514.27 ms
[2021-12-03 02:10:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311787
[2021-12-03 02:10:54 main:603] : INFO : Saving end state to config to file
[2021-12-03 02:10:54 main:608] : INFO : Success, exiting..
02:10:54 (20704): 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)