Task 9136682
| Name | ParityModified-1636179316-14811-2_1 |
| Workunit | 6393933 |
| Created | 23 Nov 2021, 15:53:43 UTC |
| Sent | 23 Nov 2021, 16:58:52 UTC |
| Report deadline | 30 Nov 2021, 16:58:52 UTC |
| Received | 23 Nov 2021, 23:58:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11345 |
| Run time | 54 min 20 sec |
| CPU time | 53 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,143.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311837 | val_loss: 0.031192 | Time: 1586.41 ms [2021-11-23 17:10:17 main:574] : INFO : Epoch 1543 | loss: 0.0311826 | val_loss: 0.031192 | Time: 1580.48 ms [2021-11-23 17:10:18 main:574] : INFO : Epoch 1544 | loss: 0.0311814 | val_loss: 0.0311923 | Time: 1572.4 ms [2021-11-23 17:10:20 main:574] : INFO : Epoch 1545 | loss: 0.0311813 | val_loss: 0.0311922 | Time: 1578.78 ms [2021-11-23 17:10:21 main:574] : INFO : Epoch 1546 | loss: 0.0311814 | val_loss: 0.0311936 | Time: 1582.18 ms [2021-11-23 17:10:23 main:574] : INFO : Epoch 1547 | loss: 0.0311819 | val_loss: 0.031192 | Time: 1575.84 ms [2021-11-23 17:10:25 main:574] : INFO : Epoch 1548 | loss: 0.0311816 | val_loss: 0.0311916 | Time: 1578.92 ms [2021-11-23 17:10:26 main:574] : INFO : Epoch 1549 | loss: 0.0311842 | val_loss: 0.0311926 | Time: 1580.44 ms [2021-11-23 17:10:28 main:574] : INFO : Epoch 1550 | loss: 0.031182 | val_loss: 0.0311922 | Time: 1585.99 ms [2021-11-23 17:10:29 main:574] : INFO : Epoch 1551 | loss: 0.0311818 | val_loss: 0.0311959 | Time: 1580.67 ms [2021-11-23 17:10:31 main:574] : INFO : Epoch 1552 | loss: 0.0311826 | val_loss: 0.0311923 | Time: 1572.14 ms [2021-11-23 17:10:32 main:574] : INFO : Epoch 1553 | loss: 0.031181 | val_loss: 0.0311922 | Time: 1586.12 ms [2021-11-23 17:10:34 main:574] : INFO : Epoch 1554 | loss: 0.0311812 | val_loss: 0.0311932 | Time: 1577.64 ms [2021-11-23 17:10:36 main:574] : INFO : Epoch 1555 | loss: 0.0311821 | val_loss: 0.0311977 | Time: 1577.62 ms [2021-11-23 17:10:37 main:574] : INFO : Epoch 1556 | loss: 0.0311823 | val_loss: 0.0311935 | Time: 1590.13 ms [2021-11-23 17:10:39 main:574] : INFO : Epoch 1557 | loss: 0.0311817 | val_loss: 0.0311927 | Time: 1588.46 ms [2021-11-23 17:10:40 main:574] : INFO : Epoch 1558 | loss: 0.0311818 | val_loss: 0.0311936 | Time: 1585.04 ms [2021-11-23 17:10:42 main:574] : INFO : Epoch 1559 | loss: 0.0311816 | val_loss: 0.0311932 | Time: 1582.58 ms [2021-11-23 17:10:44 main:574] : INFO : Epoch 1560 | loss: 0.0311824 | val_loss: 0.0311927 | Time: 1579.34 ms [2021-11-23 17:10:45 main:574] : INFO : Epoch 1561 | loss: 0.0311848 | val_loss: 0.0311943 | Time: 1576.65 ms [2021-11-23 17:10:47 main:574] : INFO : Epoch 1562 | loss: 0.0311835 | val_loss: 0.0311915 | Time: 1586.15 ms [2021-11-23 17:10:48 main:574] : INFO : Epoch 1563 | loss: 0.031182 | val_loss: 0.0311939 | Time: 1582.79 ms [2021-11-23 17:10:50 main:574] : INFO : Epoch 1564 | loss: 0.0311827 | val_loss: 0.0311924 | Time: 1579.63 ms [2021-11-23 17:10:52 main:574] : INFO : Epoch 1565 | loss: 0.0311836 | val_loss: 0.0311942 | Time: 1571.83 ms [2021-11-23 17:10:53 main:574] : INFO : Epoch 1566 | loss: 0.0311826 | val_loss: 0.0311915 | Time: 1575.04 ms [2021-11-23 17:10:55 main:574] : INFO : Epoch 1567 | loss: 0.0311825 | val_loss: 0.0311923 | Time: 1580 ms [2021-11-23 17:10:56 main:574] : INFO : Epoch 1568 | loss: 0.0311832 | val_loss: 0.031197 | Time: 1574.56 ms [2021-11-23 17:10:58 main:574] : INFO : Epoch 1569 | loss: 0.0311821 | val_loss: 0.0311913 | Time: 1585.01 ms [2021-11-23 17:10:59 main:574] : INFO : Epoch 1570 | loss: 0.0311805 | val_loss: 0.0311931 | Time: 1575 ms [2021-11-23 17:11:01 main:574] : INFO : Epoch 1571 | loss: 0.0311805 | val_loss: 0.0311917 | Time: 1580.79 ms [2021-11-23 17:11:03 main:574] : INFO : Epoch 1572 | loss: 0.0311806 | val_loss: 0.0311931 | Time: 1576.95 ms [2021-11-23 17:11:04 main:574] : INFO : Epoch 1573 | loss: 0.0311824 | val_loss: 0.0311916 | Time: 1580.4 ms [2021-11-23 17:11:06 main:574] : INFO : Epoch 1574 | loss: 0.0311815 | val_loss: 0.0311918 | Time: 1571.9 ms [2021-11-23 17:11:07 main:574] : INFO : Epoch 1575 | loss: 0.0311821 | val_loss: 0.0311959 | Time: 1580.57 ms [2021-11-23 17:11:09 main:574] : INFO : Epoch 1576 | loss: 0.0311883 | val_loss: 0.0311926 | Time: 1583.05 ms [2021-11-23 17:11:11 main:574] : INFO : Epoch 1577 | loss: 0.0311853 | val_loss: 0.0311925 | Time: 1578.14 ms [2021-11-23 17:11:12 main:574] : INFO : Epoch 1578 | loss: 0.0311824 | val_loss: 0.0311908 | Time: 1576.9 ms [2021-11-23 17:11:14 main:574] : INFO : Epoch 1579 | loss: 0.0311831 | val_loss: 0.0311922 | Time: 1582.67 ms [2021-11-23 17:11:15 main:574] : INFO : Epoch 1580 | loss: 0.0311824 | val_loss: 0.0311912 | Time: 1576.84 ms [2021-11-23 17:11:17 main:574] : INFO : Epoch 1581 | loss: 0.0311823 | val_loss: 0.0311952 | Time: 1585.64 ms [2021-11-23 17:11:18 main:574] : INFO : Epoch 1582 | loss: 0.0311863 | val_loss: 0.0311965 | Time: 1581.79 ms [2021-11-23 17:11:20 main:574] : INFO : Epoch 1583 | loss: 0.0311841 | val_loss: 0.0311933 | Time: 1585.51 ms [2021-11-23 17:11:22 main:574] : INFO : Epoch 1584 | loss: 0.0311832 | val_loss: 0.0311978 | Time: 1585.57 ms [2021-11-23 17:11:23 main:574] : INFO : Epoch 1585 | loss: 0.031184 | val_loss: 0.0311907 | Time: 1575.92 ms [2021-11-23 17:11:25 main:574] : INFO : Epoch 1586 | loss: 0.0311818 | val_loss: 0.0311927 | Time: 1570.86 ms [2021-11-23 17:11:26 main:574] : INFO : Epoch 1587 | loss: 0.0311828 | val_loss: 0.0311908 | Time: 1580.09 ms [2021-11-23 17:11:28 main:574] : INFO : Epoch 1588 | loss: 0.0311819 | val_loss: 0.031191 | Time: 1578.95 ms [2021-11-23 17:11:30 main:574] : INFO : Epoch 1589 | loss: 0.0311819 | val_loss: 0.0311928 | Time: 1578.73 ms [2021-11-23 17:11:31 main:574] : INFO : Epoch 1590 | loss: 0.0311834 | val_loss: 0.0311954 | Time: 1571.79 ms [2021-11-23 17:11:33 main:574] : INFO : Epoch 1591 | loss: 0.0311842 | val_loss: 0.0311905 | Time: 1577.2 ms [2021-11-23 17:11:34 main:574] : INFO : Epoch 1592 | loss: 0.0311823 | val_loss: 0.0311904 | Time: 1578.65 ms [2021-11-23 17:11:36 main:574] : INFO : Epoch 1593 | loss: 0.0311812 | val_loss: 0.0311927 | Time: 1589.4 ms [2021-11-23 17:11:38 main:574] : INFO : Epoch 1594 | loss: 0.0311841 | val_loss: 0.0311921 | Time: 1581.84 ms [2021-11-23 17:11:39 main:574] : INFO : Epoch 1595 | loss: 0.031182 | val_loss: 0.0311908 | Time: 1580.37 ms [2021-11-23 17:11:41 main:574] : INFO : Epoch 1596 | loss: 0.0311813 | val_loss: 0.0311919 | Time: 1572.99 ms [2021-11-23 17:11:42 main:574] : INFO : Epoch 1597 | loss: 0.0311828 | val_loss: 0.0311937 | Time: 1581.68 ms [2021-11-23 17:11:44 main:574] : INFO : Epoch 1598 | loss: 0.0311812 | val_loss: 0.0311942 | Time: 1582.66 ms [2021-11-23 17:11:45 main:574] : INFO : Epoch 1599 | loss: 0.031181 | val_loss: 0.0311912 | Time: 1578.22 ms [2021-11-23 17:11:47 main:574] : INFO : Epoch 1600 | loss: 0.0311812 | val_loss: 0.03119 | Time: 1574.15 ms [2021-11-23 17:11:49 main:574] : INFO : Epoch 1601 | loss: 0.031181 | val_loss: 0.0311916 | Time: 1580.18 ms [2021-11-23 17:11:50 main:574] : INFO : Epoch 1602 | loss: 0.0311825 | val_loss: 0.0311921 | Time: 1576.81 ms [2021-11-23 17:11:52 main:574] : INFO : Epoch 1603 | loss: 0.0311844 | val_loss: 0.0311921 | Time: 1577.93 ms [2021-11-23 17:11:53 main:574] : INFO : Epoch 1604 | loss: 0.0311845 | val_loss: 0.0311944 | Time: 1578.54 ms [2021-11-23 17:11:55 main:574] : INFO : Epoch 1605 | loss: 0.0311834 | val_loss: 0.0311926 | Time: 1578.98 ms [2021-11-23 17:11:57 main:574] : INFO : Epoch 1606 | loss: 0.0311826 | val_loss: 0.0311917 | Time: 1576.45 ms [2021-11-23 17:11:58 main:574] : INFO : Epoch 1607 | loss: 0.0311833 | val_loss: 0.0311917 | Time: 1587.68 ms [2021-11-23 17:12:00 main:574] : INFO : Epoch 1608 | loss: 0.031182 | val_loss: 0.0311934 | Time: 1581.34 ms [2021-11-23 17:12:01 main:574] : INFO : Epoch 1609 | loss: 0.0311822 | val_loss: 0.031191 | Time: 1580.89 ms [2021-11-23 17:12:03 main:574] : INFO : Epoch 1610 | loss: 0.0311823 | val_loss: 0.0311932 | Time: 1577.93 ms [2021-11-23 17:12:04 main:574] : INFO : Epoch 1611 | loss: 0.0311848 | val_loss: 0.0311932 | Time: 1580.87 ms [2021-11-23 17:12:06 main:574] : INFO : Epoch 1612 | loss: 0.0311819 | val_loss: 0.031191 | Time: 1579.99 ms [2021-11-23 17:12:08 main:574] : INFO : Epoch 1613 | loss: 0.0311811 | val_loss: 0.0311922 | Time: 1584.71 ms [2021-11-23 17:12:09 main:574] : INFO : Epoch 1614 | loss: 0.0311809 | val_loss: 0.0311915 | Time: 1581.27 ms [2021-11-23 17:12:11 main:574] : INFO : Epoch 1615 | loss: 0.0311894 | val_loss: 0.0311996 | Time: 1575.37 ms [2021-11-23 17:12:12 main:574] : INFO : Epoch 1616 | loss: 0.0311884 | val_loss: 0.0311946 | Time: 1573.99 ms [2021-11-23 17:12:14 main:574] : INFO : Epoch 1617 | loss: 0.0311859 | val_loss: 0.0311935 | Time: 1581.84 ms [2021-11-23 17:12:16 main:574] : INFO : Epoch 1618 | loss: 0.0311859 | val_loss: 0.0311922 | Time: 1597.68 ms [2021-11-23 17:12:17 main:574] : INFO : Epoch 1619 | loss: 0.0311838 | val_loss: 0.0311922 | Time: 1586.19 ms [2021-11-23 17:12:19 main:574] : INFO : Epoch 1620 | loss: 0.0311824 | val_loss: 0.031191 | Time: 1576.64 ms [2021-11-23 17:12:20 main:574] : INFO : Epoch 1621 | loss: 0.0311836 | val_loss: 0.0311953 | Time: 1587.93 ms [2021-11-23 17:12:22 main:574] : INFO : Epoch 1622 | loss: 0.0311842 | val_loss: 0.0311907 | Time: 1577.64 ms [2021-11-23 17:12:24 main:574] : INFO : Epoch 1623 | loss: 0.0311829 | val_loss: 0.0311924 | Time: 1579.11 ms [2021-11-23 17:12:25 main:574] : INFO : Epoch 1624 | loss: 0.0311838 | val_loss: 0.0311919 | Time: 1574.91 ms [2021-11-23 17:12:27 main:574] : INFO : Epoch 1625 | loss: 0.0311852 | val_loss: 0.031193 | Time: 1585.23 ms [2021-11-23 17:12:28 main:574] : INFO : Epoch 1626 | loss: 0.0311851 | val_loss: 0.0311919 | Time: 1578.16 ms [2021-11-23 17:12:30 main:574] : INFO : Epoch 1627 | loss: 0.0311819 | val_loss: 0.0311935 | Time: 1576.35 ms [2021-11-23 17:12:31 main:574] : INFO : Epoch 1628 | loss: 0.0311822 | val_loss: 0.0311912 | Time: 1572.45 ms [2021-11-23 17:12:33 main:574] : INFO : Epoch 1629 | loss: 0.0311814 | val_loss: 0.0311953 | Time: 1578.67 ms [2021-11-23 17:12:35 main:574] : INFO : Epoch 1630 | loss: 0.0311812 | val_loss: 0.0311918 | Time: 1575.19 ms [2021-11-23 17:12:36 main:574] : INFO : Epoch 1631 | loss: 0.0311816 | val_loss: 0.0311915 | Time: 1582.5 ms [2021-11-23 17:12:38 main:574] : INFO : Epoch 1632 | loss: 0.0311819 | val_loss: 0.0311924 | Time: 1577.92 ms [2021-11-23 17:12:39 main:574] : INFO : Epoch 1633 | loss: 0.0311814 | val_loss: 0.0311915 | Time: 1578.5 ms [2021-11-23 17:12:41 main:574] : INFO : Epoch 1634 | loss: 0.0311815 | val_loss: 0.0311925 | Time: 1588.57 ms [2021-11-23 17:12:43 main:574] : INFO : Epoch 1635 | loss: 0.0311826 | val_loss: 0.0311955 | Time: 1583.1 ms [2021-11-23 17:12:44 main:574] : INFO : Epoch 1636 | loss: 0.0311848 | val_loss: 0.0311943 | Time: 1584.48 ms [2021-11-23 17:12:46 main:574] : INFO : Epoch 1637 | loss: 0.0311813 | val_loss: 0.0311903 | Time: 1580.05 ms [2021-11-23 17:12:47 main:574] : INFO : Epoch 1638 | loss: 0.0311814 | val_loss: 0.0311938 | Time: 1585.53 ms [2021-11-23 17:12:49 main:574] : INFO : Epoch 1639 | loss: 0.0311813 | val_loss: 0.0311912 | Time: 1582.95 ms [2021-11-23 17:12:51 main:574] : INFO : Epoch 1640 | loss: 0.0311812 | val_loss: 0.0311919 | Time: 1571.44 ms [2021-11-23 17:12:52 main:574] : INFO : Epoch 1641 | loss: 0.0311824 | val_loss: 0.0311927 | Time: 1575.5 ms [2021-11-23 17:12:54 main:574] : INFO : Epoch 1642 | loss: 0.0311816 | val_loss: 0.0311908 | Time: 1567.05 ms [2021-11-23 17:12:55 main:574] : INFO : Epoch 1643 | loss: 0.0311808 | val_loss: 0.0311914 | Time: 1583.54 ms [2021-11-23 17:12:57 main:574] : INFO : Epoch 1644 | loss: 0.0311829 | val_loss: 0.031192 | Time: 1573.8 ms [2021-11-23 17:12:58 main:574] : INFO : Epoch 1645 | loss: 0.0311858 | val_loss: 0.0311903 | Time: 1578.02 ms [2021-11-23 17:13:00 main:574] : INFO : Epoch 1646 | loss: 0.0311856 | val_loss: 0.0311923 | Time: 1587.67 ms [2021-11-23 17:13:02 main:574] : INFO : Epoch 1647 | loss: 0.0311818 | val_loss: 0.0311904 | Time: 1579.01 ms [2021-11-23 17:13:03 main:574] : INFO : Epoch 1648 | loss: 0.0311832 | val_loss: 0.0311929 | Time: 1575.33 ms [2021-11-23 17:13:05 main:574] : INFO : Epoch 1649 | loss: 0.0311826 | val_loss: 0.0311913 | Time: 1589.74 ms [2021-11-23 17:13:06 main:574] : INFO : Epoch 1650 | loss: 0.0311845 | val_loss: 0.0311936 | Time: 1577.33 ms [2021-11-23 17:13:08 main:574] : INFO : Epoch 1651 | loss: 0.0311883 | val_loss: 0.0311939 | Time: 1575.03 ms [2021-11-23 17:13:10 main:574] : INFO : Epoch 1652 | loss: 0.0311856 | val_loss: 0.0311937 | Time: 1578.7 ms [2021-11-23 17:13:11 main:574] : INFO : Epoch 1653 | loss: 0.0311851 | val_loss: 0.0311912 | Time: 1587.45 ms [2021-11-23 17:13:13 main:574] : INFO : Epoch 1654 | loss: 0.0311844 | val_loss: 0.0311935 | Time: 1591.09 ms [2021-11-23 17:13:14 main:574] : INFO : Epoch 1655 | loss: 0.0311847 | val_loss: 0.0311917 | Time: 1590.03 ms [2021-11-23 17:13:16 main:574] : INFO : Epoch 1656 | loss: 0.0311839 | val_loss: 0.0311943 | Time: 1578.47 ms [2021-11-23 17:13:17 main:574] : INFO : Epoch 1657 | loss: 0.0311877 | val_loss: 0.0311976 | Time: 1584.29 ms [2021-11-23 17:13:19 main:574] : INFO : Epoch 1658 | loss: 0.0311886 | val_loss: 0.0311939 | Time: 1575.47 ms [2021-11-23 17:13:21 main:574] : INFO : Epoch 1659 | loss: 0.0311846 | val_loss: 0.0311921 | Time: 1583.41 ms [2021-11-23 17:13:22 main:574] : INFO : Epoch 1660 | loss: 0.0311829 | val_loss: 0.0311925 | Time: 1580.08 ms [2021-11-23 17:13:24 main:574] : INFO : Epoch 1661 | loss: 0.031183 | val_loss: 0.0311931 | Time: 1582.74 ms [2021-11-23 17:13:25 main:574] : INFO : Epoch 1662 | loss: 0.0311832 | val_loss: 0.0311931 | Time: 1581.41 ms [2021-11-23 17:13:27 main:574] : INFO : Epoch 1663 | loss: 0.031182 | val_loss: 0.0311923 | Time: 1585 ms [2021-11-23 17:13:29 main:574] : INFO : Epoch 1664 | loss: 0.0311848 | val_loss: 0.0311923 | Time: 1572.59 ms [2021-11-23 17:13:30 main:574] : INFO : Epoch 1665 | loss: 0.0311853 | val_loss: 0.0311935 | Time: 1579.79 ms [2021-11-23 17:13:32 main:574] : INFO : Epoch 1666 | loss: 0.0311829 | val_loss: 0.031191 | Time: 1573.94 ms [2021-11-23 17:13:33 main:574] : INFO : Epoch 1667 | loss: 0.0311841 | val_loss: 0.0311941 | Time: 1570.69 ms [2021-11-23 17:13:35 main:574] : INFO : Epoch 1668 | loss: 0.0311832 | val_loss: 0.0311926 | Time: 1570.65 ms [2021-11-23 17:13:36 main:574] : INFO : Epoch 1669 | loss: 0.0311823 | val_loss: 0.0311911 | Time: 1585.32 ms [2021-11-23 17:13:38 main:574] : INFO : Epoch 1670 | loss: 0.0311816 | val_loss: 0.0311919 | Time: 1583.31 ms [2021-11-23 17:13:40 main:574] : INFO : Epoch 1671 | loss: 0.0311821 | val_loss: 0.0311921 | Time: 1583.43 ms [2021-11-23 17:13:41 main:574] : INFO : Epoch 1672 | loss: 0.0311822 | val_loss: 0.0311956 | Time: 1573.6 ms [2021-11-23 17:13:43 main:574] : INFO : Epoch 1673 | loss: 0.0311833 | val_loss: 0.0311926 | Time: 1574.08 ms [2021-11-23 17:13:44 main:574] : INFO : Epoch 1674 | loss: 0.0311828 | val_loss: 0.0311933 | Time: 1580.47 ms [2021-11-23 17:13:46 main:574] : INFO : Epoch 1675 | loss: 0.031183 | val_loss: 0.0311918 | Time: 1579.56 ms [2021-11-23 17:13:48 main:574] : INFO : Epoch 1676 | loss: 0.0311858 | val_loss: 0.031197 | Time: 1581 ms [2021-11-23 17:13:49 main:574] : INFO : Epoch 1677 | loss: 0.0311833 | val_loss: 0.0311932 | Time: 1578.51 ms [2021-11-23 17:13:51 main:574] : INFO : Epoch 1678 | loss: 0.0311817 | val_loss: 0.0311917 | Time: 1576.51 ms [2021-11-23 17:13:52 main:574] : INFO : Epoch 1679 | loss: 0.0311823 | val_loss: 0.0311953 | Time: 1577.49 ms [2021-11-23 17:13:54 main:574] : INFO : Epoch 1680 | loss: 0.0311832 | val_loss: 0.031192 | Time: 1578.91 ms [2021-11-23 17:13:56 main:574] : INFO : Epoch 1681 | loss: 0.0311815 | val_loss: 0.0311931 | Time: 1585.32 ms [2021-11-23 17:13:57 main:574] : INFO : Epoch 1682 | loss: 0.0311819 | val_loss: 0.0311927 | Time: 1578.69 ms [2021-11-23 17:13:59 main:574] : INFO : Epoch 1683 | loss: 0.0311815 | val_loss: 0.0311914 | Time: 1588.49 ms [2021-11-23 17:14:00 main:574] : INFO : Epoch 1684 | loss: 0.0311817 | val_loss: 0.0311939 | Time: 1573.45 ms [2021-11-23 17:14:02 main:574] : INFO : Epoch 1685 | loss: 0.0311813 | val_loss: 0.0311923 | Time: 1573.33 ms [2021-11-23 17:14:03 main:574] : INFO : Epoch 1686 | loss: 0.0311821 | val_loss: 0.0311947 | Time: 1574.39 ms [2021-11-23 17:14:05 main:574] : INFO : Epoch 1687 | loss: 0.0311828 | val_loss: 0.031195 | Time: 1586.63 ms [2021-11-23 17:14:07 main:574] : INFO : Epoch 1688 | loss: 0.0311852 | val_loss: 0.0311978 | Time: 1573.09 ms [2021-11-23 17:14:08 main:574] : INFO : Epoch 1689 | loss: 0.0311825 | val_loss: 0.0311926 | Time: 1580.19 ms [2021-11-23 17:14:10 main:574] : INFO : Epoch 1690 | loss: 0.0311816 | val_loss: 0.0311943 | Time: 1585.9 ms [2021-11-23 17:14:11 main:574] : INFO : Epoch 1691 | loss: 0.0311825 | val_loss: 0.031192 | Time: 1574.21 ms [2021-11-23 17:14:13 main:574] : INFO : Epoch 1692 | loss: 0.031182 | val_loss: 0.0311968 | Time: 1579.11 ms [2021-11-23 17:14:15 main:574] : INFO : Epoch 1693 | loss: 0.031186 | val_loss: 0.0311997 | Time: 1582.82 ms [2021-11-23 17:14:16 main:574] : INFO : Epoch 1694 | loss: 0.0311845 | val_loss: 0.031191 | Time: 1580.39 ms [2021-11-23 17:14:18 main:574] : INFO : Epoch 1695 | loss: 0.0311827 | val_loss: 0.0311922 | Time: 1576.79 ms [2021-11-23 17:14:19 main:574] : INFO : Epoch 1696 | loss: 0.0311842 | val_loss: 0.0311933 | Time: 1576.36 ms [2021-11-23 17:14:21 main:574] : INFO : Epoch 1697 | loss: 0.0311836 | val_loss: 0.031192 | Time: 1586.25 ms [2021-11-23 17:14:22 main:574] : INFO : Epoch 1698 | loss: 0.031182 | val_loss: 0.0311942 | Time: 1582.51 ms [2021-11-23 17:14:24 main:574] : INFO : Epoch 1699 | loss: 0.0311829 | val_loss: 0.0312018 | Time: 1586.55 ms [2021-11-23 17:14:26 main:574] : INFO : Epoch 1700 | loss: 0.0311844 | val_loss: 0.0311952 | Time: 1575.2 ms [2021-11-23 17:14:27 main:574] : INFO : Epoch 1701 | loss: 0.031186 | val_loss: 0.0311968 | Time: 1582 ms [2021-11-23 17:14:29 main:574] : INFO : Epoch 1702 | loss: 0.0311848 | val_loss: 0.0311935 | Time: 1580.79 ms [2021-11-23 17:14:30 main:574] : INFO : Epoch 1703 | loss: 0.031184 | val_loss: 0.0311929 | Time: 1579.57 ms [2021-11-23 17:14:32 main:574] : INFO : Epoch 1704 | loss: 0.0311845 | val_loss: 0.0311914 | Time: 1576.07 ms [2021-11-23 17:14:34 main:574] : INFO : Epoch 1705 | loss: 0.0311831 | val_loss: 0.0311936 | Time: 1571.82 ms [2021-11-23 17:14:35 main:574] : INFO : Epoch 1706 | loss: 0.0311835 | val_loss: 0.0311924 | Time: 1575.25 ms [2021-11-23 17:14:37 main:574] : INFO : Epoch 1707 | loss: 0.0311825 | val_loss: 0.031197 | Time: 1637.79 ms [2021-11-23 17:14:38 main:574] : INFO : Epoch 1708 | loss: 0.031186 | val_loss: 0.0311957 | Time: 1586.42 ms [2021-11-23 17:14:40 main:574] : INFO : Epoch 1709 | loss: 0.0311868 | val_loss: 0.0311945 | Time: 1580.5 ms [2021-11-23 17:14:42 main:574] : INFO : Epoch 1710 | loss: 0.0311844 | val_loss: 0.0311924 | Time: 1578.63 ms [2021-11-23 17:14:43 main:574] : INFO : Epoch 1711 | loss: 0.0311833 | val_loss: 0.0311921 | Time: 1581.63 ms [2021-11-23 17:14:45 main:574] : INFO : Epoch 1712 | loss: 0.0311828 | val_loss: 0.0311913 | Time: 1579.89 ms [2021-11-23 17:14:46 main:574] : INFO : Epoch 1713 | loss: 0.0311831 | val_loss: 0.031192 | Time: 1584.26 ms [2021-11-23 17:14:48 main:574] : INFO : Epoch 1714 | loss: 0.0311822 | val_loss: 0.0311925 | Time: 1583.59 ms [2021-11-23 17:14:50 main:574] : INFO : Epoch 1715 | loss: 0.0311826 | val_loss: 0.0311913 | Time: 1578.78 ms [2021-11-23 17:14:51 main:574] : INFO : Epoch 1716 | loss: 0.0311822 | val_loss: 0.031195 | Time: 1575.93 ms [2021-11-23 17:14:53 main:574] : INFO : Epoch 1717 | loss: 0.0311836 | val_loss: 0.0311916 | Time: 1577.34 ms [2021-11-23 17:14:54 main:574] : INFO : Epoch 1718 | loss: 0.0311821 | val_loss: 0.0311938 | Time: 1585.79 ms [2021-11-23 17:14:56 main:574] : INFO : Epoch 1719 | loss: 0.0311816 | val_loss: 0.0311925 | Time: 1584.82 ms [2021-11-23 17:14:57 main:574] : INFO : Epoch 1720 | loss: 0.0311825 | val_loss: 0.031197 | Time: 1582.14 ms [2021-11-23 17:14:59 main:574] : INFO : Epoch 1721 | loss: 0.0311831 | val_loss: 0.0311975 | Time: 1576.71 ms [2021-11-23 17:15:01 main:574] : INFO : Epoch 1722 | loss: 0.0311854 | val_loss: 0.0311941 | Time: 1589.72 ms [2021-11-23 17:15:02 main:574] : INFO : Epoch 1723 | loss: 0.0311828 | val_loss: 0.0311954 | Time: 1590.08 ms [2021-11-23 17:15:04 main:574] : INFO : Epoch 1724 | loss: 0.0311823 | val_loss: 0.0311922 | Time: 1581.78 ms [2021-11-23 17:15:05 main:574] : INFO : Epoch 1725 | loss: 0.0311815 | val_loss: 0.0311916 | Time: 1584.5 ms [2021-11-23 17:15:07 main:574] : INFO : Epoch 1726 | loss: 0.0311815 | val_loss: 0.031192 | Time: 1582.2 ms [2021-11-23 17:15:09 main:574] : INFO : Epoch 1727 | loss: 0.031182 | val_loss: 0.0311924 | Time: 1580.17 ms [2021-11-23 17:15:10 main:574] : INFO : Epoch 1728 | loss: 0.0311846 | val_loss: 0.0311915 | Time: 1582.83 ms [2021-11-23 17:15:12 main:574] : INFO : Epoch 1729 | loss: 0.0311817 | val_loss: 0.0311945 | Time: 1580.31 ms [2021-11-23 17:15:13 main:574] : INFO : Epoch 1730 | loss: 0.0311817 | val_loss: 0.0311929 | Time: 1572.12 ms [2021-11-23 17:15:15 main:574] : INFO : Epoch 1731 | loss: 0.0311809 | val_loss: 0.0311922 | Time: 1576.52 ms [2021-11-23 17:15:17 main:574] : INFO : Epoch 1732 | loss: 0.0311834 | val_loss: 0.0311983 | Time: 1581.49 ms [2021-11-23 17:15:18 main:574] : INFO : Epoch 1733 | loss: 0.0311823 | val_loss: 0.0311929 | Time: 1583.87 ms [2021-11-23 17:15:20 main:574] : INFO : Epoch 1734 | loss: 0.0311844 | val_loss: 0.0311953 | Time: 1582.04 ms [2021-11-23 17:15:21 main:574] : INFO : Epoch 1735 | loss: 0.0311819 | val_loss: 0.0311921 | Time: 1579.78 ms [2021-11-23 17:15:23 main:574] : INFO : Epoch 1736 | loss: 0.0311837 | val_loss: 0.031194 | Time: 1586.4 ms [2021-11-23 17:15:24 main:574] : INFO : Epoch 1737 | loss: 0.0311847 | val_loss: 0.0311919 | Time: 1576.39 ms [2021-11-23 17:15:26 main:574] : INFO : Epoch 1738 | loss: 0.0311849 | val_loss: 0.0311941 | Time: 1574.17 ms [2021-11-23 17:15:28 main:574] : INFO : Epoch 1739 | loss: 0.0311844 | val_loss: 0.0311919 | Time: 1593.69 ms [2021-11-23 17:15:29 main:574] : INFO : Epoch 1740 | loss: 0.0311812 | val_loss: 0.0311927 | Time: 1575.73 ms [2021-11-23 17:15:31 main:574] : INFO : Epoch 1741 | loss: 0.0311818 | val_loss: 0.0311926 | Time: 1578.53 ms [2021-11-23 17:15:32 main:574] : INFO : Epoch 1742 | loss: 0.0311821 | val_loss: 0.0311926 | Time: 1576.3 ms [2021-11-23 17:15:34 main:574] : INFO : Epoch 1743 | loss: 0.0311826 | val_loss: 0.0311948 | Time: 1577.79 ms [2021-11-23 17:15:36 main:574] : INFO : Epoch 1744 | loss: 0.0311813 | val_loss: 0.0311927 | Time: 1579.41 ms [2021-11-23 17:15:37 main:574] : INFO : Epoch 1745 | loss: 0.0311822 | val_loss: 0.0311929 | Time: 1580.39 ms [2021-11-23 17:15:39 main:574] : INFO : Epoch 1746 | loss: 0.0311821 | val_loss: 0.0311923 | Time: 1586.86 ms [2021-11-23 17:15:40 main:574] : INFO : Epoch 1747 | loss: 0.0311819 | val_loss: 0.0311942 | Time: 1579.74 ms [2021-11-23 17:15:42 main:574] : INFO : Epoch 1748 | loss: 0.0311806 | val_loss: 0.031193 | Time: 1580.51 ms [2021-11-23 17:15:43 main:574] : INFO : Epoch 1749 | loss: 0.0311833 | val_loss: 0.031193 | Time: 1581.66 ms [2021-11-23 17:15:45 main:574] : INFO : Epoch 1750 | loss: 0.0311832 | val_loss: 0.0311927 | Time: 1579.58 ms [2021-11-23 17:15:47 main:574] : INFO : Epoch 1751 | loss: 0.0311824 | val_loss: 0.0311924 | Time: 1573.47 ms [2021-11-23 17:15:48 main:574] : INFO : Epoch 1752 | loss: 0.0311824 | val_loss: 0.0311918 | Time: 1581.88 ms [2021-11-23 17:15:50 main:574] : INFO : Epoch 1753 | loss: 0.0311826 | val_loss: 0.0311922 | Time: 1578.93 ms [2021-11-23 17:15:51 main:574] : INFO : Epoch 1754 | loss: 0.0311816 | val_loss: 0.0311918 | Time: 1579.29 ms [2021-11-23 17:15:53 main:574] : INFO : Epoch 1755 | loss: 0.0311819 | val_loss: 0.0311914 | Time: 1579.78 ms [2021-11-23 17:15:55 main:574] : INFO : Epoch 1756 | loss: 0.0311836 | val_loss: 0.0311949 | Time: 1585.96 ms [2021-11-23 17:15:56 main:574] : INFO : Epoch 1757 | loss: 0.0311854 | val_loss: 0.0312052 | Time: 1574.37 ms [2021-11-23 17:15:58 main:574] : INFO : Epoch 1758 | loss: 0.0311852 | val_loss: 0.0311948 | Time: 1570.13 ms [2021-11-23 17:15:59 main:574] : INFO : Epoch 1759 | loss: 0.0311848 | val_loss: 0.031195 | Time: 1583.75 ms [2021-11-23 17:16:01 main:574] : INFO : Epoch 1760 | loss: 0.0311831 | val_loss: 0.0311949 | Time: 1605.01 ms [2021-11-23 17:16:03 main:574] : INFO : Epoch 1761 | loss: 0.0311814 | val_loss: 0.031197 | Time: 1574.72 ms [2021-11-23 17:16:04 main:574] : INFO : Epoch 1762 | loss: 0.0311814 | val_loss: 0.0311927 | Time: 1572.12 ms [2021-11-23 17:16:06 main:574] : INFO : Epoch 1763 | loss: 0.0311824 | val_loss: 0.0311938 | Time: 1580.61 ms [2021-11-23 17:16:07 main:574] : INFO : Epoch 1764 | loss: 0.0311817 | val_loss: 0.0311916 | Time: 1589.84 ms [2021-11-23 17:16:09 main:574] : INFO : Epoch 1765 | loss: 0.0311812 | val_loss: 0.0311936 | Time: 1582.59 ms [2021-11-23 17:16:10 main:574] : INFO : Epoch 1766 | loss: 0.0311811 | val_loss: 0.0311925 | Time: 1579.58 ms [2021-11-23 17:16:12 main:574] : INFO : Epoch 1767 | loss: 0.0311848 | val_loss: 0.031191 | Time: 1578.79 ms [2021-11-23 17:16:14 main:574] : INFO : Epoch 1768 | loss: 0.0311855 | val_loss: 0.031192 | Time: 1574.62 ms [2021-11-23 17:16:15 main:574] : INFO : Epoch 1769 | loss: 0.0311866 | val_loss: 0.0311918 | Time: 1591.83 ms [2021-11-23 17:16:17 main:574] : INFO : Epoch 1770 | loss: 0.0311845 | val_loss: 0.0311919 | Time: 1585.3 ms [2021-11-23 17:16:18 main:574] : INFO : Epoch 1771 | loss: 0.0311828 | val_loss: 0.0311927 | Time: 1578.54 ms [2021-11-23 17:16:20 main:574] : INFO : Epoch 1772 | loss: 0.0311831 | val_loss: 0.0311948 | Time: 1584.91 ms [2021-11-23 17:16:22 main:574] : INFO : Epoch 1773 | loss: 0.0311872 | val_loss: 0.0312024 | Time: 1583 ms [2021-11-23 17:16:23 main:574] : INFO : Epoch 1774 | loss: 0.0311851 | val_loss: 0.0311909 | Time: 1576.75 ms [2021-11-23 17:16:25 main:574] : INFO : Epoch 1775 | loss: 0.031183 | val_loss: 0.0311909 | Time: 1588.89 ms [2021-11-23 17:16:26 main:574] : INFO : Epoch 1776 | loss: 0.0311835 | val_loss: 0.0311928 | Time: 1579.03 ms [2021-11-23 17:16:28 main:574] : INFO : Epoch 1777 | loss: 0.0311823 | val_loss: 0.0311942 | Time: 1587.36 ms [2021-11-23 17:16:30 main:574] : INFO : Epoch 1778 | loss: 0.0311822 | val_loss: 0.0311922 | Time: 1582.9 ms [2021-11-23 17:16:31 main:574] : INFO : Epoch 1779 | loss: 0.0311823 | val_loss: 0.0311926 | Time: 1577.38 ms [2021-11-23 17:16:33 main:574] : INFO : Epoch 1780 | loss: 0.0311823 | val_loss: 0.0311912 | Time: 1589.38 ms [2021-11-23 17:16:34 main:574] : INFO : Epoch 1781 | loss: 0.0311827 | val_loss: 0.0311933 | Time: 1575.47 ms [2021-11-23 17:16:36 main:574] : INFO : Epoch 1782 | loss: 0.0311822 | val_loss: 0.0311913 | Time: 1580.98 ms [2021-11-23 17:16:37 main:574] : INFO : Epoch 1783 | loss: 0.0311824 | val_loss: 0.0311956 | Time: 1581.06 ms [2021-11-23 17:16:39 main:574] : INFO : Epoch 1784 | loss: 0.0311831 | val_loss: 0.0311915 | Time: 1582.48 ms [2021-11-23 17:16:41 main:574] : INFO : Epoch 1785 | loss: 0.0311832 | val_loss: 0.0311912 | Time: 1581.97 ms [2021-11-23 17:16:42 main:574] : INFO : Epoch 1786 | loss: 0.0311828 | val_loss: 0.0311935 | Time: 1586.3 ms [2021-11-23 17:16:44 main:574] : INFO : Epoch 1787 | loss: 0.031181 | val_loss: 0.0311918 | Time: 1589.63 ms [2021-11-23 17:16:45 main:574] : INFO : Epoch 1788 | loss: 0.0311825 | val_loss: 0.031193 | Time: 1574.58 ms [2021-11-23 17:16:47 main:574] : INFO : Epoch 1789 | loss: 0.0311813 | val_loss: 0.0311915 | Time: 1574.44 ms [2021-11-23 17:16:49 main:574] : INFO : Epoch 1790 | loss: 0.0311812 | val_loss: 0.0311912 | Time: 1577.04 ms [2021-11-23 17:16:50 main:574] : INFO : Epoch 1791 | loss: 0.0311823 | val_loss: 0.0311909 | Time: 1585.89 ms [2021-11-23 17:16:52 main:574] : INFO : Epoch 1792 | loss: 0.0311807 | val_loss: 0.031193 | Time: 1590.81 ms [2021-11-23 17:16:53 main:574] : INFO : Epoch 1793 | loss: 0.0311809 | val_loss: 0.0311922 | Time: 1603.58 ms [2021-11-23 17:16:55 main:574] : INFO : Epoch 1794 | loss: 0.0311812 | val_loss: 0.0311933 | Time: 1590.79 ms [2021-11-23 17:16:57 main:574] : INFO : Epoch 1795 | loss: 0.0311831 | val_loss: 0.0311942 | Time: 1574.18 ms [2021-11-23 17:16:58 main:574] : INFO : Epoch 1796 | loss: 0.0311824 | val_loss: 0.0311921 | Time: 1580.53 ms [2021-11-23 17:17:00 main:574] : INFO : Epoch 1797 | loss: 0.0311816 | val_loss: 0.0311933 | Time: 1584.31 ms [2021-11-23 17:17:01 main:574] : INFO : Epoch 1798 | loss: 0.0311816 | val_loss: 0.0311929 | Time: 1578.74 ms [2021-11-23 17:17:03 main:574] : INFO : Epoch 1799 | loss: 0.0311819 | val_loss: 0.0311929 | Time: 1584.01 ms [2021-11-23 17:17:05 main:574] : INFO : Epoch 1800 | loss: 0.0311824 | val_loss: 0.0311929 | Time: 1582.64 ms [2021-11-23 17:17:06 main:574] : INFO : Epoch 1801 | loss: 0.0311813 | val_loss: 0.0311923 | Time: 1578.02 ms [2021-11-23 17:17:08 main:574] : INFO : Epoch 1802 | loss: 0.0311817 | val_loss: 0.0311965 | Time: 1580.95 ms [2021-11-23 17:17:09 main:574] : INFO : Epoch 1803 | loss: 0.0311828 | val_loss: 0.0311944 | Time: 1584.2 ms [2021-11-23 17:17:11 main:574] : INFO : Epoch 1804 | loss: 0.0311825 | val_loss: 0.031193 | Time: 1584.29 ms [2021-11-23 17:17:12 main:574] : INFO : Epoch 1805 | loss: 0.0311812 | val_loss: 0.0311919 | Time: 1573.57 ms [2021-11-23 17:17:14 main:574] : INFO : Epoch 1806 | loss: 0.0311811 | val_loss: 0.0311928 | Time: 1580.94 ms [2021-11-23 17:17:16 main:574] : INFO : Epoch 1807 | loss: 0.0311825 | val_loss: 0.0311945 | Time: 1581.93 ms [2021-11-23 17:17:17 main:574] : INFO : Epoch 1808 | loss: 0.0311812 | val_loss: 0.0311936 | Time: 1595.59 ms [2021-11-23 17:17:19 main:574] : INFO : Epoch 1809 | loss: 0.0311817 | val_loss: 0.0311905 | Time: 1590.04 ms [2021-11-23 17:17:20 main:574] : INFO : Epoch 1810 | loss: 0.0311834 | val_loss: 0.0311922 | Time: 1583.22 ms [2021-11-23 17:17:22 main:574] : INFO : Epoch 1811 | loss: 0.0311819 | val_loss: 0.0311915 | Time: 1581.78 ms [2021-11-23 17:17:24 main:574] : INFO : Epoch 1812 | loss: 0.0311819 | val_loss: 0.0311918 | Time: 1582.4 ms [2021-11-23 17:17:25 main:574] : INFO : Epoch 1813 | loss: 0.0311819 | val_loss: 0.0311948 | Time: 1581.97 ms [2021-11-23 17:17:27 main:574] : INFO : Epoch 1814 | loss: 0.0311821 | val_loss: 0.0311912 | Time: 1578.92 ms [2021-11-23 17:17:28 main:574] : INFO : Epoch 1815 | loss: 0.0311827 | val_loss: 0.0311931 | Time: 1580.26 ms [2021-11-23 17:17:30 main:574] : INFO : Epoch 1816 | loss: 0.0311813 | val_loss: 0.0311915 | Time: 1579.48 ms [2021-11-23 17:17:32 main:574] : INFO : Epoch 1817 | loss: 0.0311823 | val_loss: 0.0311906 | Time: 1579.91 ms [2021-11-23 17:17:33 main:574] : INFO : Epoch 1818 | loss: 0.0311832 | val_loss: 0.031191 | Time: 1582.6 ms [2021-11-23 17:17:35 main:574] : INFO : Epoch 1819 | loss: 0.0311822 | val_loss: 0.0311908 | Time: 1577.92 ms [2021-11-23 17:17:36 main:574] : INFO : Epoch 1820 | loss: 0.0311825 | val_loss: 0.0311901 | Time: 1583.62 ms [2021-11-23 17:17:38 main:574] : INFO : Epoch 1821 | loss: 0.0311815 | val_loss: 0.0311914 | Time: 1579.02 ms [2021-11-23 17:17:39 main:574] : INFO : Epoch 1822 | loss: 0.0311825 | val_loss: 0.0311984 | Time: 1588.45 ms [2021-11-23 17:17:41 main:574] : INFO : Epoch 1823 | loss: 0.0311822 | val_loss: 0.0311963 | Time: 1579.61 ms [2021-11-23 17:17:43 main:574] : INFO : Epoch 1824 | loss: 0.0311826 | val_loss: 0.0311943 | Time: 1580.47 ms [2021-11-23 17:17:44 main:574] : INFO : Epoch 1825 | loss: 0.0311859 | val_loss: 0.0311969 | Time: 1579.29 ms [2021-11-23 17:17:46 main:574] : INFO : Epoch 1826 | loss: 0.0311855 | val_loss: 0.0311923 | Time: 1580.51 ms [2021-11-23 17:17:47 main:574] : INFO : Epoch 1827 | loss: 0.0311835 | val_loss: 0.0311933 | Time: 1582.23 ms [2021-11-23 17:17:49 main:574] : INFO : Epoch 1828 | loss: 0.0311835 | val_loss: 0.0311957 | Time: 1580.03 ms [2021-11-23 17:17:51 main:574] : INFO : Epoch 1829 | loss: 0.0311848 | val_loss: 0.0311943 | Time: 1580.85 ms [2021-11-23 17:17:52 main:574] : INFO : Epoch 1830 | loss: 0.0311834 | val_loss: 0.0311932 | Time: 1581.49 ms [2021-11-23 17:17:54 main:574] : INFO : Epoch 1831 | loss: 0.0311819 | val_loss: 0.031192 | Time: 1570.59 ms [2021-11-23 17:17:55 main:574] : INFO : Epoch 1832 | loss: 0.0311826 | val_loss: 0.0311922 | Time: 1582.85 ms [2021-11-23 17:17:57 main:574] : INFO : Epoch 1833 | loss: 0.0311824 | val_loss: 0.0311946 | Time: 1589.78 ms [2021-11-23 17:17:59 main:574] : INFO : Epoch 1834 | loss: 0.0311824 | val_loss: 0.0311958 | Time: 1585.03 ms [2021-11-23 17:18:00 main:574] : INFO : Epoch 1835 | loss: 0.0311863 | val_loss: 0.0312022 | Time: 1585.33 ms [2021-11-23 17:18:02 main:574] : INFO : Epoch 1836 | loss: 0.0311867 | val_loss: 0.0311914 | Time: 1585.73 ms [2021-11-23 17:18:03 main:574] : INFO : Epoch 1837 | loss: 0.0311835 | val_loss: 0.0311934 | Time: 1584.76 ms [2021-11-23 17:18:05 main:574] : INFO : Epoch 1838 | loss: 0.0311837 | val_loss: 0.0311928 | Time: 1581.76 ms [2021-11-23 17:18:06 main:574] : INFO : Epoch 1839 | loss: 0.0311841 | val_loss: 0.0311929 | Time: 1585.77 ms [2021-11-23 17:18:08 main:574] : INFO : Epoch 1840 | loss: 0.0311819 | val_loss: 0.0311913 | Time: 1576.91 ms [2021-11-23 17:18:10 main:574] : INFO : Epoch 1841 | loss: 0.0311829 | val_loss: 0.0311936 | Time: 1572.88 ms [2021-11-23 17:18:11 main:574] : INFO : Epoch 1842 | loss: 0.0311815 | val_loss: 0.0311921 | Time: 1583.91 ms [2021-11-23 17:18:13 main:574] : INFO : Epoch 1843 | loss: 0.0311816 | val_loss: 0.0311911 | Time: 1582.58 ms [2021-11-23 17:18:14 main:574] : INFO : Epoch 1844 | loss: 0.0311815 | val_loss: 0.0311971 | Time: 1575.34 ms [2021-11-23 17:18:16 main:574] : INFO : Epoch 1845 | loss: 0.0311824 | val_loss: 0.0311962 | Time: 1582.88 ms [2021-11-23 17:18:18 main:574] : INFO : Epoch 1846 | loss: 0.0311818 | val_loss: 0.0311914 | Time: 1586.77 ms [2021-11-23 17:18:19 main:574] : INFO : Epoch 1847 | loss: 0.0311846 | val_loss: 0.0311949 | Time: 1582.17 ms [2021-11-23 17:18:21 main:574] : INFO : Epoch 1848 | loss: 0.0311879 | val_loss: 0.0311934 | Time: 1575.65 ms [2021-11-23 17:18:22 main:574] : INFO : Epoch 1849 | loss: 0.031189 | val_loss: 0.0311925 | Time: 1581.4 ms [2021-11-23 17:18:24 main:574] : INFO : Epoch 1850 | loss: 0.0311901 | val_loss: 0.0311931 | Time: 1587.21 ms [2021-11-23 17:18:26 main:574] : INFO : Epoch 1851 | loss: 0.0311883 | val_loss: 0.0311917 | Time: 1579.59 ms [2021-11-23 17:18:27 main:574] : INFO : Epoch 1852 | loss: 0.0311872 | val_loss: 0.0311936 | Time: 1580.62 ms [2021-11-23 17:18:29 main:574] : INFO : Epoch 1853 | loss: 0.0311874 | val_loss: 0.0311969 | Time: 1582.6 ms [2021-11-23 17:18:30 main:574] : INFO : Epoch 1854 | loss: 0.031186 | val_loss: 0.0311926 | Time: 1578.63 ms [2021-11-23 17:18:32 main:574] : INFO : Epoch 1855 | loss: 0.0311844 | val_loss: 0.0311937 | Time: 1578.56 ms [2021-11-23 17:18:33 main:574] : INFO : Epoch 1856 | loss: 0.0311833 | val_loss: 0.0311931 | Time: 1587.45 ms [2021-11-23 17:18:35 main:574] : INFO : Epoch 1857 | loss: 0.0311848 | val_loss: 0.0312031 | Time: 1581.85 ms [2021-11-23 17:18:37 main:574] : INFO : Epoch 1858 | loss: 0.0311874 | val_loss: 0.0311945 | Time: 1583.12 ms [2021-11-23 17:18:38 main:574] : INFO : Epoch 1859 | loss: 0.0311825 | val_loss: 0.0311928 | Time: 1569.86 ms [2021-11-23 17:18:40 main:574] : INFO : Epoch 1860 | loss: 0.0311822 | val_loss: 0.0312007 | Time: 1582.05 ms [2021-11-23 17:18:41 main:574] : INFO : Epoch 1861 | loss: 0.0311843 | val_loss: 0.0311932 | Time: 1576.32 ms [2021-11-23 17:18:43 main:574] : INFO : Epoch 1862 | loss: 0.0311841 | val_loss: 0.0311934 | Time: 1577.79 ms [2021-11-23 17:18:45 main:574] : INFO : Epoch 1863 | loss: 0.0311825 | val_loss: 0.0311956 | Time: 1579.13 ms [2021-11-23 17:18:46 main:574] : INFO : Epoch 1864 | loss: 0.0311814 | val_loss: 0.0311934 | Time: 1582.85 ms [2021-11-23 17:18:48 main:574] : INFO : Epoch 1865 | loss: 0.031182 | val_loss: 0.0311924 | Time: 1579.5 ms [2021-11-23 17:18:49 main:574] : INFO : Epoch 1866 | loss: 0.0311814 | val_loss: 0.0311945 | Time: 1588.22 ms [2021-11-23 17:18:51 main:574] : INFO : Epoch 1867 | loss: 0.0311816 | val_loss: 0.0311926 | Time: 1594.98 ms [2021-11-23 17:18:53 main:574] : INFO : Epoch 1868 | loss: 0.0311818 | val_loss: 0.0311929 | Time: 1585.35 ms [2021-11-23 17:18:54 main:574] : INFO : Epoch 1869 | loss: 0.0311822 | val_loss: 0.0311948 | Time: 1595.31 ms [2021-11-23 17:18:56 main:574] : INFO : Epoch 1870 | loss: 0.0311837 | val_loss: 0.031193 | Time: 1589.08 ms [2021-11-23 17:18:57 main:574] : INFO : Epoch 1871 | loss: 0.0311837 | val_loss: 0.0311931 | Time: 1580.58 ms [2021-11-23 17:18:59 main:574] : INFO : Epoch 1872 | loss: 0.0311824 | val_loss: 0.0311924 | Time: 1584.12 ms [2021-11-23 17:19:00 main:574] : INFO : Epoch 1873 | loss: 0.0311827 | val_loss: 0.0311955 | Time: 1581.16 ms [2021-11-23 17:19:02 main:574] : INFO : Epoch 1874 | loss: 0.0311822 | val_loss: 0.0311922 | Time: 1579.03 ms [2021-11-23 17:19:04 main:574] : INFO : Epoch 1875 | loss: 0.0311856 | val_loss: 0.0311974 | Time: 1590.13 ms [2021-11-23 17:19:05 main:574] : INFO : Epoch 1876 | loss: 0.0311851 | val_loss: 0.0311942 | Time: 1574.2 ms [2021-11-23 17:19:07 main:574] : INFO : Epoch 1877 | loss: 0.031182 | val_loss: 0.0311913 | Time: 1579.64 ms [2021-11-23 17:19:08 main:574] : INFO : Epoch 1878 | loss: 0.0311819 | val_loss: 0.0311925 | Time: 1583.94 ms [2021-11-23 17:19:10 main:574] : INFO : Epoch 1879 | loss: 0.0311823 | val_loss: 0.031191 | Time: 1584.02 ms [2021-11-23 17:19:12 main:574] : INFO : Epoch 1880 | loss: 0.0311823 | val_loss: 0.0311922 | Time: 1586.21 ms [2021-11-23 17:19:13 main:574] : INFO : Epoch 1881 | loss: 0.0311857 | val_loss: 0.0311915 | Time: 1586.9 ms [2021-11-23 17:19:15 main:574] : INFO : Epoch 1882 | loss: 0.0311891 | val_loss: 0.031221 | Time: 1583.51 ms [2021-11-23 17:19:16 main:574] : INFO : Epoch 1883 | loss: 0.0327999 | val_loss: 0.0332294 | Time: 1576.47 ms [2021-11-23 17:19:18 main:574] : INFO : Epoch 1884 | loss: 0.0408394 | val_loss: 0.0313212 | Time: 1581.03 ms [2021-11-23 17:19:20 main:574] : INFO : Epoch 1885 | loss: 0.0322239 | val_loss: 0.031524 | Time: 1583.01 ms [2021-11-23 17:19:21 main:574] : INFO : Epoch 1886 | loss: 0.0313455 | val_loss: 0.0312572 | Time: 1577.19 ms [2021-11-23 17:19:23 main:574] : INFO : Epoch 1887 | loss: 0.0312537 | val_loss: 0.0312385 | Time: 1574.11 ms [2021-11-23 17:19:24 main:574] : INFO : Epoch 1888 | loss: 0.0312282 | val_loss: 0.0312206 | Time: 1577.77 ms [2021-11-23 17:19:26 main:574] : INFO : Epoch 1889 | loss: 0.0312075 | val_loss: 0.0312043 | Time: 1581.3 ms [2021-11-23 17:19:27 main:574] : INFO : Epoch 1890 | loss: 0.0311988 | val_loss: 0.0312032 | Time: 1575.15 ms [2021-11-23 17:19:29 main:574] : INFO : Epoch 1891 | loss: 0.031197 | val_loss: 0.0312024 | Time: 1586.92 ms [2021-11-23 17:19:31 main:574] : INFO : Epoch 1892 | loss: 0.0311957 | val_loss: 0.0312017 | Time: 1587.27 ms [2021-11-23 17:19:32 main:574] : INFO : Epoch 1893 | loss: 0.0311948 | val_loss: 0.031201 | Time: 1572.21 ms [2021-11-23 17:19:34 main:574] : INFO : Epoch 1894 | loss: 0.0311941 | val_loss: 0.0312017 | Time: 1577.36 ms [2021-11-23 17:19:35 main:574] : INFO : Epoch 1895 | loss: 0.0311938 | val_loss: 0.0312011 | Time: 1583.05 ms [2021-11-23 17:19:37 main:574] : INFO : Epoch 1896 | loss: 0.031193 | val_loss: 0.031201 | Time: 1591.81 ms [2021-11-23 17:19:39 main:574] : INFO : Epoch 1897 | loss: 0.0311926 | val_loss: 0.0312003 | Time: 1579.43 ms [2021-11-23 17:19:40 main:574] : INFO : Epoch 1898 | loss: 0.0311923 | val_loss: 0.0311999 | Time: 1575 ms [2021-11-23 17:19:42 main:574] : INFO : Epoch 1899 | loss: 0.0311919 | val_loss: 0.0312007 | Time: 1571.44 ms [2021-11-23 17:19:43 main:574] : INFO : Epoch 1900 | loss: 0.031191 | val_loss: 0.0311993 | Time: 1582.71 ms [2021-11-23 17:19:45 main:574] : INFO : Epoch 1901 | loss: 0.0311905 | val_loss: 0.0311983 | Time: 1584.78 ms [2021-11-23 17:19:46 main:574] : INFO : Epoch 1902 | loss: 0.0311898 | val_loss: 0.0311985 | Time: 1578.23 ms [2021-11-23 17:19:48 main:574] : INFO : Epoch 1903 | loss: 0.0311903 | val_loss: 0.0311985 | Time: 1578.55 ms [2021-11-23 17:19:50 main:574] : INFO : Epoch 1904 | loss: 0.0311898 | val_loss: 0.0311975 | Time: 1584.62 ms [2021-11-23 17:19:51 main:574] : INFO : Epoch 1905 | loss: 0.0311895 | val_loss: 0.0311969 | Time: 1580.08 ms [2021-11-23 17:19:53 main:574] : INFO : Epoch 1906 | loss: 0.0311893 | val_loss: 0.0311975 | Time: 1584.34 ms [2021-11-23 17:19:54 main:574] : INFO : Epoch 1907 | loss: 0.031189 | val_loss: 0.031197 | Time: 1582.18 ms [2021-11-23 17:19:56 main:574] : INFO : Epoch 1908 | loss: 0.0311892 | val_loss: 0.0311966 | Time: 1578.78 ms [2021-11-23 17:19:58 main:574] : INFO : Epoch 1909 | loss: 0.0311891 | val_loss: 0.0311971 | Time: 1583.22 ms [2021-11-23 17:19:59 main:574] : INFO : Epoch 1910 | loss: 0.0311881 | val_loss: 0.0311967 | Time: 1581.2 ms [2021-11-23 17:20:01 main:574] : INFO : Epoch 1911 | loss: 0.0311882 | val_loss: 0.031197 | Time: 1579.06 ms [2021-11-23 17:20:02 main:574] : INFO : Epoch 1912 | loss: 0.0311882 | val_loss: 0.0311964 | Time: 1582.28 ms [2021-11-23 17:20:04 main:574] : INFO : Epoch 1913 | loss: 0.0311904 | val_loss: 0.0312001 | Time: 1581.76 ms [2021-11-23 17:20:06 main:574] : INFO : Epoch 1914 | loss: 0.0311911 | val_loss: 0.0311985 | Time: 1576.46 ms [2021-11-23 17:20:07 main:574] : INFO : Epoch 1915 | loss: 0.0311902 | val_loss: 0.0311983 | Time: 1574.8 ms [2021-11-23 17:20:09 main:574] : INFO : Epoch 1916 | loss: 0.0311895 | val_loss: 0.0311967 | Time: 1577.97 ms [2021-11-23 17:20:10 main:574] : INFO : Epoch 1917 | loss: 0.0311885 | val_loss: 0.0311959 | Time: 1579.46 ms [2021-11-23 17:20:12 main:574] : INFO : Epoch 1918 | loss: 0.0311877 | val_loss: 0.0311964 | Time: 1582.82 ms [2021-11-23 17:20:13 main:574] : INFO : Epoch 1919 | loss: 0.0311868 | val_loss: 0.0311948 | Time: 1578.94 ms [2021-11-23 17:20:15 main:574] : INFO : Epoch 1920 | loss: 0.0311864 | val_loss: 0.0311947 | Time: 1577.68 ms [2021-11-23 17:20:17 main:574] : INFO : Epoch 1921 | loss: 0.031186 | val_loss: 0.0311952 | Time: 1584.24 ms [2021-11-23 17:20:18 main:574] : INFO : Epoch 1922 | loss: 0.0311857 | val_loss: 0.0311946 | Time: 1573.69 ms [2021-11-23 17:20:20 main:574] : INFO : Epoch 1923 | loss: 0.0311854 | val_loss: 0.0311942 | Time: 1574.08 ms [2021-11-23 17:20:21 main:574] : INFO : Epoch 1924 | loss: 0.0311855 | val_loss: 0.0311951 | Time: 1582.94 ms [2021-11-23 17:20:23 main:574] : INFO : Epoch 1925 | loss: 0.0311852 | val_loss: 0.031195 | Time: 1575.29 ms [2021-11-23 17:20:25 main:574] : INFO : Epoch 1926 | loss: 0.0311852 | val_loss: 0.0311954 | Time: 1578.16 ms [2021-11-23 17:20:26 main:574] : INFO : Epoch 1927 | loss: 0.0311848 | val_loss: 0.0311951 | Time: 1583.37 ms [2021-11-23 17:20:28 main:574] : INFO : Epoch 1928 | loss: 0.0311848 | val_loss: 0.0311944 | Time: 1589.18 ms [2021-11-23 17:20:29 main:574] : INFO : Epoch 1929 | loss: 0.0311845 | val_loss: 0.0311949 | Time: 1572.33 ms [2021-11-23 17:20:31 main:574] : INFO : Epoch 1930 | loss: 0.0311846 | val_loss: 0.0311944 | Time: 1580.29 ms [2021-11-23 17:20:32 main:574] : INFO : Epoch 1931 | loss: 0.0311847 | val_loss: 0.0311947 | Time: 1574.51 ms [2021-11-23 17:20:34 main:574] : INFO : Epoch 1932 | loss: 0.031185 | val_loss: 0.0311969 | Time: 1575.7 ms [2021-11-23 17:20:36 main:574] : INFO : Epoch 1933 | loss: 0.0311851 | val_loss: 0.0311947 | Time: 1580.13 ms [2021-11-23 17:20:37 main:574] : INFO : Epoch 1934 | loss: 0.0311843 | val_loss: 0.0311934 | Time: 1575.2 ms [2021-11-23 17:20:39 main:574] : INFO : Epoch 1935 | loss: 0.0311844 | val_loss: 0.0311931 | Time: 1581.28 ms [2021-11-23 17:20:40 main:574] : INFO : Epoch 1936 | loss: 0.0311838 | val_loss: 0.0311934 | Time: 1575.9 ms [2021-11-23 17:20:42 main:574] : INFO : Epoch 1937 | loss: 0.0311838 | val_loss: 0.0311935 | Time: 1576.55 ms [2021-11-23 17:20:44 main:574] : INFO : Epoch 1938 | loss: 0.0311839 | val_loss: 0.0311932 | Time: 1588.18 ms [2021-11-23 17:20:45 main:574] : INFO : Epoch 1939 | loss: 0.0311842 | val_loss: 0.0311945 | Time: 1578.55 ms [2021-11-23 17:20:47 main:574] : INFO : Epoch 1940 | loss: 0.0311847 | val_loss: 0.0311935 | Time: 1577.25 ms [2021-11-23 17:20:48 main:574] : INFO : Epoch 1941 | loss: 0.0311843 | val_loss: 0.0311929 | Time: 1578.01 ms [2021-11-23 17:20:50 main:574] : INFO : Epoch 1942 | loss: 0.0311836 | val_loss: 0.0311936 | Time: 1583.33 ms [2021-11-23 17:20:52 main:574] : INFO : Epoch 1943 | loss: 0.0311838 | val_loss: 0.0311933 | Time: 1575.84 ms [2021-11-23 17:20:53 main:574] : INFO : Epoch 1944 | loss: 0.0311838 | val_loss: 0.0311925 | Time: 1589.43 ms [2021-11-23 17:20:55 main:574] : INFO : Epoch 1945 | loss: 0.0311836 | val_loss: 0.0311918 | Time: 1583.26 ms [2021-11-23 17:20:56 main:574] : INFO : Epoch 1946 | loss: 0.0311832 | val_loss: 0.0311929 | Time: 1584.57 ms [2021-11-23 17:20:58 main:574] : INFO : Epoch 1947 | loss: 0.0311833 | val_loss: 0.0311922 | Time: 1575.59 ms [2021-11-23 17:20:59 main:574] : INFO : Epoch 1948 | loss: 0.0311841 | val_loss: 0.0311928 | Time: 1587.59 ms [2021-11-23 17:21:01 main:574] : INFO : Epoch 1949 | loss: 0.0311832 | val_loss: 0.0311921 | Time: 1576.23 ms [2021-11-23 17:21:03 main:574] : INFO : Epoch 1950 | loss: 0.031183 | val_loss: 0.0311925 | Time: 1575.82 ms [2021-11-23 17:21:04 main:574] : INFO : Epoch 1951 | loss: 0.0311832 | val_loss: 0.0311931 | Time: 1574.32 ms [2021-11-23 17:21:06 main:574] : INFO : Epoch 1952 | loss: 0.0311833 | val_loss: 0.0311931 | Time: 1584.53 ms [2021-11-23 17:21:07 main:574] : INFO : Epoch 1953 | loss: 0.031183 | val_loss: 0.0311917 | Time: 1586.51 ms [2021-11-23 17:21:09 main:574] : INFO : Epoch 1954 | loss: 0.0311829 | val_loss: 0.0311917 | Time: 1580.62 ms [2021-11-23 17:21:11 main:574] : INFO : Epoch 1955 | loss: 0.031184 | val_loss: 0.0311924 | Time: 1574.96 ms [2021-11-23 17:21:12 main:574] : INFO : Epoch 1956 | loss: 0.0311836 | val_loss: 0.0311917 | Time: 1581.79 ms [2021-11-23 17:21:14 main:574] : INFO : Epoch 1957 | loss: 0.0311832 | val_loss: 0.0311919 | Time: 1583.73 ms [2021-11-23 17:21:15 main:574] : INFO : Epoch 1958 | loss: 0.0311833 | val_loss: 0.0311917 | Time: 1580.36 ms [2021-11-23 17:21:17 main:574] : INFO : Epoch 1959 | loss: 0.0311832 | val_loss: 0.0311926 | Time: 1577.63 ms [2021-11-23 17:21:19 main:574] : INFO : Epoch 1960 | loss: 0.0311837 | val_loss: 0.0311927 | Time: 1575.82 ms [2021-11-23 17:21:20 main:574] : INFO : Epoch 1961 | loss: 0.0311834 | val_loss: 0.0311919 | Time: 1588.63 ms [2021-11-23 17:21:22 main:574] : INFO : Epoch 1962 | loss: 0.0311824 | val_loss: 0.0311912 | Time: 1585.33 ms [2021-11-23 17:21:23 main:574] : INFO : Epoch 1963 | loss: 0.0311823 | val_loss: 0.0311914 | Time: 1575.1 ms [2021-11-23 17:21:25 main:574] : INFO : Epoch 1964 | loss: 0.0311823 | val_loss: 0.0311914 | Time: 1580.42 ms [2021-11-23 17:21:26 main:574] : INFO : Epoch 1965 | loss: 0.0311828 | val_loss: 0.0311922 | Time: 1583.06 ms [2021-11-23 17:21:28 main:574] : INFO : Epoch 1966 | loss: 0.0311829 | val_loss: 0.0311933 | Time: 1584.18 ms [2021-11-23 17:21:30 main:574] : INFO : Epoch 1967 | loss: 0.0311827 | val_loss: 0.0311913 | Time: 1574.22 ms [2021-11-23 17:21:31 main:574] : INFO : Epoch 1968 | loss: 0.0311829 | val_loss: 0.0311916 | Time: 1582.23 ms [2021-11-23 17:21:33 main:574] : INFO : Epoch 1969 | loss: 0.0311824 | val_loss: 0.0311911 | Time: 1580.17 ms [2021-11-23 17:21:34 main:574] : INFO : Epoch 1970 | loss: 0.0311827 | val_loss: 0.0311921 | Time: 1587.03 ms [2021-11-23 17:21:36 main:574] : INFO : Epoch 1971 | loss: 0.0311842 | val_loss: 0.0311918 | Time: 1578.59 ms [2021-11-23 17:21:38 main:574] : INFO : Epoch 1972 | loss: 0.0311839 | val_loss: 0.0311923 | Time: 1582.56 ms [2021-11-23 17:21:39 main:574] : INFO : Epoch 1973 | loss: 0.0311855 | val_loss: 0.0311918 | Time: 1573.81 ms [2021-11-23 17:21:41 main:574] : INFO : Epoch 1974 | loss: 0.0311843 | val_loss: 0.0311922 | Time: 1578.4 ms [2021-11-23 17:21:42 main:574] : INFO : Epoch 1975 | loss: 0.0311837 | val_loss: 0.031191 | Time: 1578.08 ms [2021-11-23 17:21:44 main:574] : INFO : Epoch 1976 | loss: 0.0311834 | val_loss: 0.0311915 | Time: 1586.12 ms [2021-11-23 17:21:45 main:574] : INFO : Epoch 1977 | loss: 0.0311834 | val_loss: 0.0311911 | Time: 1580.61 ms [2021-11-23 17:21:47 main:574] : INFO : Epoch 1978 | loss: 0.0311828 | val_loss: 0.0311919 | Time: 1579.52 ms [2021-11-23 17:21:49 main:574] : INFO : Epoch 1979 | loss: 0.0311832 | val_loss: 0.0311916 | Time: 1584.03 ms [2021-11-23 17:21:50 main:574] : INFO : Epoch 1980 | loss: 0.031183 | val_loss: 0.0311915 | Time: 1581.07 ms [2021-11-23 17:21:52 main:574] : INFO : Epoch 1981 | loss: 0.0311828 | val_loss: 0.0311907 | Time: 1578.92 ms [2021-11-23 17:21:53 main:574] : INFO : Epoch 1982 | loss: 0.0311827 | val_loss: 0.0311913 | Time: 1579.72 ms [2021-11-23 17:21:55 main:574] : INFO : Epoch 1983 | loss: 0.0311827 | val_loss: 0.031191 | Time: 1579.64 ms [2021-11-23 17:21:57 main:574] : INFO : Epoch 1984 | loss: 0.0311826 | val_loss: 0.0311907 | Time: 1583.14 ms [2021-11-23 17:21:58 main:574] : INFO : Epoch 1985 | loss: 0.0311828 | val_loss: 0.0311915 | Time: 1579.07 ms [2021-11-23 17:22:00 main:574] : INFO : Epoch 1986 | loss: 0.0311832 | val_loss: 0.0311911 | Time: 1579.13 ms [2021-11-23 17:22:01 main:574] : INFO : Epoch 1987 | loss: 0.0311827 | val_loss: 0.0311916 | Time: 1581.44 ms [2021-11-23 17:22:03 main:574] : INFO : Epoch 1988 | loss: 0.0311827 | val_loss: 0.031191 | Time: 1578.36 ms [2021-11-23 17:22:05 main:574] : INFO : Epoch 1989 | loss: 0.031183 | val_loss: 0.031193 | Time: 1580.4 ms [2021-11-23 17:22:06 main:574] : INFO : Epoch 1990 | loss: 0.0311833 | val_loss: 0.0311916 | Time: 1581.31 ms [2021-11-23 17:22:08 main:574] : INFO : Epoch 1991 | loss: 0.0311832 | val_loss: 0.0311915 | Time: 1574.34 ms [2021-11-23 17:22:09 main:574] : INFO : Epoch 1992 | loss: 0.0311822 | val_loss: 0.0311909 | Time: 1582.3 ms [2021-11-23 17:22:11 main:574] : INFO : Epoch 1993 | loss: 0.0311823 | val_loss: 0.0311919 | Time: 1588.43 ms [2021-11-23 17:22:12 main:574] : INFO : Epoch 1994 | loss: 0.0311827 | val_loss: 0.0311919 | Time: 1582.44 ms [2021-11-23 17:22:14 main:574] : INFO : Epoch 1995 | loss: 0.0311824 | val_loss: 0.0311929 | Time: 1573.34 ms [2021-11-23 17:22:16 main:574] : INFO : Epoch 1996 | loss: 0.0311824 | val_loss: 0.0311922 | Time: 1584.84 ms [2021-11-23 17:22:17 main:574] : INFO : Epoch 1997 | loss: 0.031183 | val_loss: 0.0311937 | Time: 1584.35 ms [2021-11-23 17:22:19 main:574] : INFO : Epoch 1998 | loss: 0.0311831 | val_loss: 0.0311928 | Time: 1581.46 ms [2021-11-23 17:22:20 main:574] : INFO : Epoch 1999 | loss: 0.0311823 | val_loss: 0.0311921 | Time: 1566.86 ms [2021-11-23 17:22:22 main:574] : INFO : Epoch 2000 | loss: 0.0311842 | val_loss: 0.0311961 | Time: 1585.81 ms [2021-11-23 17:22:24 main:574] : INFO : Epoch 2001 | loss: 0.0311841 | val_loss: 0.0311926 | Time: 1588.65 ms [2021-11-23 17:22:25 main:574] : INFO : Epoch 2002 | loss: 0.0311828 | val_loss: 0.0311928 | Time: 1576.38 ms [2021-11-23 17:22:27 main:574] : INFO : Epoch 2003 | loss: 0.0311838 | val_loss: 0.0311922 | Time: 1575.06 ms [2021-11-23 17:22:28 main:574] : INFO : Epoch 2004 | loss: 0.0311837 | val_loss: 0.0311931 | Time: 1577.31 ms [2021-11-23 17:22:30 main:574] : INFO : Epoch 2005 | loss: 0.0311833 | val_loss: 0.0311922 | Time: 1580.62 ms [2021-11-23 17:22:32 main:574] : INFO : Epoch 2006 | loss: 0.0311838 | val_loss: 0.0311916 | Time: 1585.76 ms [2021-11-23 17:22:33 main:574] : INFO : Epoch 2007 | loss: 0.0311834 | val_loss: 0.0311922 | Time: 1582.35 ms [2021-11-23 17:22:35 main:574] : INFO : Epoch 2008 | loss: 0.0311838 | val_loss: 0.0311929 | Time: 1579.8 ms [2021-11-23 17:22:36 main:574] : INFO : Epoch 2009 | loss: 0.0311836 | val_loss: 0.0311921 | Time: 1577.91 ms [2021-11-23 17:22:38 main:574] : INFO : Epoch 2010 | loss: 0.0311834 | val_loss: 0.0311916 | Time: 1584.05 ms [2021-11-23 17:22:39 main:574] : INFO : Epoch 2011 | loss: 0.0311833 | val_loss: 0.0311929 | Time: 1582.39 ms [2021-11-23 17:22:41 main:574] : INFO : Epoch 2012 | loss: 0.0311833 | val_loss: 0.0311931 | Time: 1581.45 ms [2021-11-23 17:22:43 main:574] : INFO : Epoch 2013 | loss: 0.0311833 | val_loss: 0.0311918 | Time: 1581.43 ms [2021-11-23 17:22:44 main:574] : INFO : Epoch 2014 | loss: 0.0311825 | val_loss: 0.0311914 | Time: 1579.67 ms [2021-11-23 17:22:46 main:574] : INFO : Epoch 2015 | loss: 0.0311824 | val_loss: 0.0311913 | Time: 1574.87 ms [2021-11-23 17:22:47 main:574] : INFO : Epoch 2016 | loss: 0.0311826 | val_loss: 0.0311913 | Time: 1583.29 ms [2021-11-23 17:22:49 main:574] : INFO : Epoch 2017 | loss: 0.0311834 | val_loss: 0.0311919 | Time: 1584.36 ms [2021-11-23 17:22:51 main:574] : INFO : Epoch 2018 | loss: 0.0311829 | val_loss: 0.031191 | Time: 1589.19 ms [2021-11-23 17:22:52 main:574] : INFO : Epoch 2019 | loss: 0.0311824 | val_loss: 0.0311914 | Time: 1585.36 ms [2021-11-23 17:22:54 main:574] : INFO : Epoch 2020 | loss: 0.0311828 | val_loss: 0.0311952 | Time: 1578.8 ms [2021-11-23 17:22:55 main:574] : INFO : Epoch 2021 | loss: 0.0311836 | val_loss: 0.0311915 | Time: 1578.35 ms [2021-11-23 17:22:57 main:574] : INFO : Epoch 2022 | loss: 0.0311833 | val_loss: 0.0311921 | Time: 1586.12 ms [2021-11-23 17:22:59 main:574] : INFO : Epoch 2023 | loss: 0.031184 | val_loss: 0.0311916 | Time: 1583.86 ms [2021-11-23 17:23:00 main:574] : INFO : Epoch 2024 | loss: 0.0311834 | val_loss: 0.0311914 | Time: 1584.24 ms [2021-11-23 17:23:02 main:574] : INFO : Epoch 2025 | loss: 0.0311833 | val_loss: 0.0311916 | Time: 1582.81 ms [2021-11-23 17:23:03 main:574] : INFO : Epoch 2026 | loss: 0.031183 | val_loss: 0.031192 | Time: 1585.02 ms [2021-11-23 17:23:05 main:574] : INFO : Epoch 2027 | loss: 0.0311833 | val_loss: 0.0311921 | Time: 1583.11 ms [2021-11-23 17:23:06 main:574] : INFO : Epoch 2028 | loss: 0.0311835 | val_loss: 0.0311915 | Time: 1591.66 ms [2021-11-23 17:23:08 main:574] : INFO : Epoch 2029 | loss: 0.0311831 | val_loss: 0.0311909 | Time: 1584.34 ms [2021-11-23 17:23:10 main:574] : INFO : Epoch 2030 | loss: 0.0311832 | val_loss: 0.0311916 | Time: 1574.87 ms [2021-11-23 17:23:11 main:574] : INFO : Epoch 2031 | loss: 0.0311836 | val_loss: 0.0311917 | Time: 1583.97 ms [2021-11-23 17:23:13 main:574] : INFO : Epoch 2032 | loss: 0.0311826 | val_loss: 0.0311912 | Time: 1583.37 ms [2021-11-23 17:23:14 main:574] : INFO : Epoch 2033 | loss: 0.0311822 | val_loss: 0.0311917 | Time: 1581.1 ms [2021-11-23 17:23:16 main:574] : INFO : Epoch 2034 | loss: 0.0311824 | val_loss: 0.0311926 | Time: 1579.97 ms [2021-11-23 17:23:18 main:574] : INFO : Epoch 2035 | loss: 0.0311827 | val_loss: 0.031192 | Time: 1582.8 ms [2021-11-23 17:23:19 main:574] : INFO : Epoch 2036 | loss: 0.0311832 | val_loss: 0.0311928 | Time: 1580.79 ms [2021-11-23 17:23:21 main:574] : INFO : Epoch 2037 | loss: 0.0311835 | val_loss: 0.0311933 | Time: 1571.99 ms [2021-11-23 17:23:22 main:574] : INFO : Epoch 2038 | loss: 0.0311855 | val_loss: 0.0311931 | Time: 1574.44 ms [2021-11-23 17:23:24 main:574] : INFO : Epoch 2039 | loss: 0.0311863 | val_loss: 0.0311922 | Time: 1578.96 ms [2021-11-23 17:23:25 main:574] : INFO : Epoch 2040 | loss: 0.0311855 | val_loss: 0.0311926 | Time: 1580.41 ms [2021-11-23 17:23:27 main:574] : INFO : Epoch 2041 | loss: 0.0311863 | val_loss: 0.0311933 | Time: 1569.49 ms [2021-11-23 17:23:29 main:574] : INFO : Epoch 2042 | loss: 0.031185 | val_loss: 0.0311943 | Time: 1581.97 ms [2021-11-23 17:23:30 main:574] : INFO : Epoch 2043 | loss: 0.0311849 | val_loss: 0.0311929 | Time: 1581.81 ms [2021-11-23 17:23:32 main:574] : INFO : Epoch 2044 | loss: 0.0311851 | val_loss: 0.0311931 | Time: 1584.99 ms [2021-11-23 17:23:33 main:574] : INFO : Epoch 2045 | loss: 0.0311854 | val_loss: 0.031196 | Time: 1579.95 ms [2021-11-23 17:23:35 main:574] : INFO : Epoch 2046 | loss: 0.0311865 | val_loss: 0.0311946 | Time: 1578.11 ms [2021-11-23 17:23:37 main:574] : INFO : Epoch 2047 | loss: 0.0311852 | val_loss: 0.031194 | Time: 1581.36 ms [2021-11-23 17:23:38 main:574] : INFO : Epoch 2048 | loss: 0.0311848 | val_loss: 0.0311925 | Time: 1571.09 ms [2021-11-23 17:23:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311925 [2021-11-23 17:23:38 main:603] : INFO : Saving end state to config to file [2021-11-23 17:23:38 main:608] : INFO : Success, exiting.. 17:23:38 (14612): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)