Task 9553357
| Name | ParityModified-1636227020-1048-2-0_1 |
| Workunit | 6582963 |
| Created | 7 Dec 2021, 7:30:46 UTC |
| Sent | 7 Dec 2021, 8:25:17 UTC |
| Report deadline | 15 Dec 2021, 8:25:17 UTC |
| Received | 10 Dec 2021, 14:28:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8208 |
| Run time | 1 hours 0 min 56 sec |
| CPU time | 59 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,613.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.12.1</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311991 | val_loss: 0.0311993 | Time: 1746.94 ms
[2021-12-10 07:12:54 main:574] : INFO : Epoch 1543 | loss: 0.031198 | val_loss: 0.0312071 | Time: 1769.91 ms
[2021-12-10 07:12:56 main:574] : INFO : Epoch 1544 | loss: 0.0311988 | val_loss: 0.0311973 | Time: 1754.92 ms
[2021-12-10 07:12:58 main:574] : INFO : Epoch 1545 | loss: 0.031199 | val_loss: 0.0311989 | Time: 1757.01 ms
[2021-12-10 07:13:00 main:574] : INFO : Epoch 1546 | loss: 0.0311994 | val_loss: 0.0311974 | Time: 1747.44 ms
[2021-12-10 07:13:01 main:574] : INFO : Epoch 1547 | loss: 0.0311954 | val_loss: 0.0311968 | Time: 1752.81 ms
[2021-12-10 07:13:03 main:574] : INFO : Epoch 1548 | loss: 0.0311948 | val_loss: 0.0311971 | Time: 1774.85 ms
[2021-12-10 07:13:05 main:574] : INFO : Epoch 1549 | loss: 0.0311936 | val_loss: 0.0311971 | Time: 1748.34 ms
[2021-12-10 07:13:07 main:574] : INFO : Epoch 1550 | loss: 0.0311948 | val_loss: 0.0311962 | Time: 1765.42 ms
[2021-12-10 07:13:08 main:574] : INFO : Epoch 1551 | loss: 0.0311936 | val_loss: 0.0311954 | Time: 1792.56 ms
[2021-12-10 07:13:10 main:574] : INFO : Epoch 1552 | loss: 0.0311959 | val_loss: 0.0311964 | Time: 1762.35 ms
[2021-12-10 07:13:12 main:574] : INFO : Epoch 1553 | loss: 0.0311952 | val_loss: 0.0312028 | Time: 1756.47 ms
[2021-12-10 07:13:14 main:574] : INFO : Epoch 1554 | loss: 0.0311922 | val_loss: 0.0311959 | Time: 1734.55 ms
[2021-12-10 07:13:15 main:574] : INFO : Epoch 1555 | loss: 0.031194 | val_loss: 0.0311956 | Time: 1754.92 ms
[2021-12-10 07:13:17 main:574] : INFO : Epoch 1556 | loss: 0.0311993 | val_loss: 0.0312091 | Time: 1764.07 ms
[2021-12-10 07:13:19 main:574] : INFO : Epoch 1557 | loss: 0.031193 | val_loss: 0.0311951 | Time: 1752.83 ms
[2021-12-10 07:13:21 main:574] : INFO : Epoch 1558 | loss: 0.0311921 | val_loss: 0.0311951 | Time: 1735.75 ms
[2021-12-10 07:13:22 main:574] : INFO : Epoch 1559 | loss: 0.0311939 | val_loss: 0.0311978 | Time: 1740.13 ms
[2021-12-10 07:13:24 main:574] : INFO : Epoch 1560 | loss: 0.0311922 | val_loss: 0.0311946 | Time: 1759.27 ms
[2021-12-10 07:13:26 main:574] : INFO : Epoch 1561 | loss: 0.0311906 | val_loss: 0.0311973 | Time: 1773.67 ms
[2021-12-10 07:13:28 main:574] : INFO : Epoch 1562 | loss: 0.0311952 | val_loss: 0.0312048 | Time: 1754.8 ms
[2021-12-10 07:13:30 main:574] : INFO : Epoch 1563 | loss: 0.0311933 | val_loss: 0.0312009 | Time: 1757.14 ms
[2021-12-10 07:13:31 main:574] : INFO : Epoch 1564 | loss: 0.0311915 | val_loss: 0.0311945 | Time: 1774.68 ms
[2021-12-10 07:13:33 main:574] : INFO : Epoch 1565 | loss: 0.0311905 | val_loss: 0.0311946 | Time: 1742.3 ms
[2021-12-10 07:13:35 main:574] : INFO : Epoch 1566 | loss: 0.0311918 | val_loss: 0.0311936 | Time: 1762.08 ms
[2021-12-10 07:13:37 main:574] : INFO : Epoch 1567 | loss: 0.0311919 | val_loss: 0.0311995 | Time: 1756.26 ms
[2021-12-10 07:13:38 main:574] : INFO : Epoch 1568 | loss: 0.0311953 | val_loss: 0.0311998 | Time: 1751.26 ms
[2021-12-10 07:13:40 main:574] : INFO : Epoch 1569 | loss: 0.0311987 | val_loss: 0.0312017 | Time: 1769.74 ms
[2021-12-10 07:13:42 main:574] : INFO : Epoch 1570 | loss: 0.0311958 | val_loss: 0.0311982 | Time: 1754.67 ms
[2021-12-10 07:13:44 main:574] : INFO : Epoch 1571 | loss: 0.0311918 | val_loss: 0.031196 | Time: 1762.52 ms
[2021-12-10 07:13:45 main:574] : INFO : Epoch 1572 | loss: 0.0311915 | val_loss: 0.0311969 | Time: 1801.74 ms
[2021-12-10 07:13:47 main:574] : INFO : Epoch 1573 | loss: 0.0311918 | val_loss: 0.0311962 | Time: 1758.4 ms
[2021-12-10 07:13:49 main:574] : INFO : Epoch 1574 | loss: 0.0311921 | val_loss: 0.0311982 | Time: 1747.3 ms
[2021-12-10 07:13:51 main:574] : INFO : Epoch 1575 | loss: 0.0311922 | val_loss: 0.0311957 | Time: 1764.41 ms
[2021-12-10 07:13:52 main:574] : INFO : Epoch 1576 | loss: 0.0311933 | val_loss: 0.0311945 | Time: 1761.4 ms
[2021-12-10 07:13:54 main:574] : INFO : Epoch 1577 | loss: 0.0311914 | val_loss: 0.0311947 | Time: 1752.02 ms
[2021-12-10 07:13:56 main:574] : INFO : Epoch 1578 | loss: 0.0311925 | val_loss: 0.0311945 | Time: 1746.18 ms
[2021-12-10 07:13:58 main:574] : INFO : Epoch 1579 | loss: 0.0311936 | val_loss: 0.0312026 | Time: 1754.88 ms
[2021-12-10 07:14:00 main:574] : INFO : Epoch 1580 | loss: 0.0311946 | val_loss: 0.031196 | Time: 1756 ms
[2021-12-10 07:14:01 main:574] : INFO : Epoch 1581 | loss: 0.0311909 | val_loss: 0.031194 | Time: 1771.26 ms
[2021-12-10 07:14:03 main:574] : INFO : Epoch 1582 | loss: 0.0311915 | val_loss: 0.0311957 | Time: 1762.15 ms
[2021-12-10 07:14:05 main:574] : INFO : Epoch 1583 | loss: 0.0311893 | val_loss: 0.031194 | Time: 1768.03 ms
[2021-12-10 07:14:07 main:574] : INFO : Epoch 1584 | loss: 0.0311908 | val_loss: 0.0311947 | Time: 1745.47 ms
[2021-12-10 07:14:08 main:574] : INFO : Epoch 1585 | loss: 0.0311901 | val_loss: 0.0311943 | Time: 1761.18 ms
[2021-12-10 07:14:10 main:574] : INFO : Epoch 1586 | loss: 0.03119 | val_loss: 0.0311969 | Time: 1780.15 ms
[2021-12-10 07:14:12 main:574] : INFO : Epoch 1587 | loss: 0.031194 | val_loss: 0.0311949 | Time: 1751.46 ms
[2021-12-10 07:14:14 main:574] : INFO : Epoch 1588 | loss: 0.031193 | val_loss: 0.031194 | Time: 1748.14 ms
[2021-12-10 07:14:15 main:574] : INFO : Epoch 1589 | loss: 0.0311893 | val_loss: 0.0311941 | Time: 1753.01 ms
[2021-12-10 07:14:17 main:574] : INFO : Epoch 1590 | loss: 0.0311888 | val_loss: 0.0311943 | Time: 1765.89 ms
[2021-12-10 07:14:19 main:574] : INFO : Epoch 1591 | loss: 0.0311899 | val_loss: 0.0311957 | Time: 1767.26 ms
[2021-12-10 07:14:21 main:574] : INFO : Epoch 1592 | loss: 0.0311988 | val_loss: 0.0311997 | Time: 1748.96 ms
[2021-12-10 07:14:22 main:574] : INFO : Epoch 1593 | loss: 0.0311919 | val_loss: 0.0311938 | Time: 1758.93 ms
[2021-12-10 07:14:24 main:574] : INFO : Epoch 1594 | loss: 0.031189 | val_loss: 0.0311928 | Time: 1759.2 ms
[2021-12-10 07:14:26 main:574] : INFO : Epoch 1595 | loss: 0.0311882 | val_loss: 0.0312081 | Time: 1755.86 ms
[2021-12-10 07:14:28 main:574] : INFO : Epoch 1596 | loss: 0.0311973 | val_loss: 0.0312059 | Time: 1758.34 ms
[2021-12-10 07:14:29 main:574] : INFO : Epoch 1597 | loss: 0.0311932 | val_loss: 0.0311931 | Time: 1751.94 ms
[2021-12-10 07:14:31 main:574] : INFO : Epoch 1598 | loss: 0.0311911 | val_loss: 0.0311975 | Time: 1747.37 ms
[2021-12-10 07:14:33 main:574] : INFO : Epoch 1599 | loss: 0.0311895 | val_loss: 0.0311926 | Time: 1765.81 ms
[2021-12-10 07:14:35 main:574] : INFO : Epoch 1600 | loss: 0.0311881 | val_loss: 0.0311923 | Time: 1757.49 ms
[2021-12-10 07:14:37 main:574] : INFO : Epoch 1601 | loss: 0.0311945 | val_loss: 0.0311995 | Time: 1756.28 ms
[2021-12-10 07:14:38 main:574] : INFO : Epoch 1602 | loss: 0.031193 | val_loss: 0.0311929 | Time: 1761.51 ms
[2021-12-10 07:14:40 main:574] : INFO : Epoch 1603 | loss: 0.0312007 | val_loss: 0.0312 | Time: 1746.42 ms
[2021-12-10 07:14:42 main:574] : INFO : Epoch 1604 | loss: 0.0311936 | val_loss: 0.0311932 | Time: 1756.38 ms
[2021-12-10 07:14:44 main:574] : INFO : Epoch 1605 | loss: 0.0311904 | val_loss: 0.0311925 | Time: 1755.19 ms
[2021-12-10 07:14:45 main:574] : INFO : Epoch 1606 | loss: 0.0311874 | val_loss: 0.0311928 | Time: 1763.45 ms
[2021-12-10 07:14:47 main:574] : INFO : Epoch 1607 | loss: 0.0311879 | val_loss: 0.0312014 | Time: 1767.48 ms
[2021-12-10 07:14:49 main:574] : INFO : Epoch 1608 | loss: 0.0311911 | val_loss: 0.0311991 | Time: 1747.24 ms
[2021-12-10 07:14:51 main:574] : INFO : Epoch 1609 | loss: 0.0311873 | val_loss: 0.0311932 | Time: 1745.95 ms
[2021-12-10 07:14:52 main:574] : INFO : Epoch 1610 | loss: 0.0311876 | val_loss: 0.0311936 | Time: 1760.93 ms
[2021-12-10 07:14:54 main:574] : INFO : Epoch 1611 | loss: 0.0311881 | val_loss: 0.0312 | Time: 1760.32 ms
[2021-12-10 07:14:56 main:574] : INFO : Epoch 1612 | loss: 0.0311902 | val_loss: 0.0311908 | Time: 1752.42 ms
[2021-12-10 07:14:58 main:574] : INFO : Epoch 1613 | loss: 0.0311867 | val_loss: 0.0311908 | Time: 1749.75 ms
[2021-12-10 07:14:59 main:574] : INFO : Epoch 1614 | loss: 0.031186 | val_loss: 0.0311929 | Time: 1764.21 ms
[2021-12-10 07:15:01 main:574] : INFO : Epoch 1615 | loss: 0.031187 | val_loss: 0.0311914 | Time: 1768.8 ms
[2021-12-10 07:15:03 main:574] : INFO : Epoch 1616 | loss: 0.031186 | val_loss: 0.0311972 | Time: 1763.32 ms
[2021-12-10 07:15:05 main:574] : INFO : Epoch 1617 | loss: 0.0311885 | val_loss: 0.0312094 | Time: 1757.33 ms
[2021-12-10 07:15:06 main:574] : INFO : Epoch 1618 | loss: 0.0311872 | val_loss: 0.0311914 | Time: 1743.86 ms
[2021-12-10 07:15:08 main:574] : INFO : Epoch 1619 | loss: 0.0311857 | val_loss: 0.0311915 | Time: 1778.94 ms
[2021-12-10 07:15:10 main:574] : INFO : Epoch 1620 | loss: 0.031186 | val_loss: 0.0311994 | Time: 1745.63 ms
[2021-12-10 07:15:12 main:574] : INFO : Epoch 1621 | loss: 0.0311886 | val_loss: 0.0311939 | Time: 1773.82 ms
[2021-12-10 07:15:14 main:574] : INFO : Epoch 1622 | loss: 0.0311877 | val_loss: 0.0311957 | Time: 1751.27 ms
[2021-12-10 07:15:15 main:574] : INFO : Epoch 1623 | loss: 0.0311899 | val_loss: 0.0311962 | Time: 1748.23 ms
[2021-12-10 07:15:17 main:574] : INFO : Epoch 1624 | loss: 0.0311887 | val_loss: 0.0312008 | Time: 1768.79 ms
[2021-12-10 07:15:19 main:574] : INFO : Epoch 1625 | loss: 0.0311921 | val_loss: 0.0311925 | Time: 1770.08 ms
[2021-12-10 07:15:21 main:574] : INFO : Epoch 1626 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 1763.54 ms
[2021-12-10 07:15:22 main:574] : INFO : Epoch 1627 | loss: 0.0311865 | val_loss: 0.0311912 | Time: 1774.03 ms
[2021-12-10 07:15:24 main:574] : INFO : Epoch 1628 | loss: 0.0311868 | val_loss: 0.0311975 | Time: 1770.88 ms
[2021-12-10 07:15:26 main:574] : INFO : Epoch 1629 | loss: 0.0311904 | val_loss: 0.0311904 | Time: 1774.31 ms
[2021-12-10 07:15:28 main:574] : INFO : Epoch 1630 | loss: 0.0311951 | val_loss: 0.0311996 | Time: 1759.4 ms
[2021-12-10 07:15:29 main:574] : INFO : Epoch 1631 | loss: 0.0311914 | val_loss: 0.031195 | Time: 1754.3 ms
[2021-12-10 07:15:34 main:574] : INFO : Epoch 1632 | loss: 0.0311862 | val_loss: 0.0311967 | Time: 1755.27 ms
[2021-12-10 07:15:36 main:574] : INFO : Epoch 1633 | loss: 0.0311883 | val_loss: 0.031191 | Time: 1744.18 ms
[2021-12-10 07:15:38 main:574] : INFO : Epoch 1634 | loss: 0.0311867 | val_loss: 0.0311959 | Time: 1753.11 ms
[2021-12-10 07:15:39 main:574] : INFO : Epoch 1635 | loss: 0.0311864 | val_loss: 0.0311906 | Time: 1747.83 ms
[2021-12-10 07:15:41 main:574] : INFO : Epoch 1636 | loss: 0.0311863 | val_loss: 0.0311923 | Time: 1762.1 ms
[2021-12-10 07:15:43 main:574] : INFO : Epoch 1637 | loss: 0.0311884 | val_loss: 0.0311935 | Time: 1771.74 ms
[2021-12-10 07:15:45 main:574] : INFO : Epoch 1638 | loss: 0.0311911 | val_loss: 0.0311918 | Time: 1766.08 ms
[2021-12-10 07:15:47 main:574] : INFO : Epoch 1639 | loss: 0.0311873 | val_loss: 0.031191 | Time: 1761.4 ms
[2021-12-10 07:15:48 main:574] : INFO : Epoch 1640 | loss: 0.0311862 | val_loss: 0.0311904 | Time: 1751.33 ms
[2021-12-10 07:15:50 main:574] : INFO : Epoch 1641 | loss: 0.031186 | val_loss: 0.0311906 | Time: 1756.56 ms
[2021-12-10 07:15:52 main:574] : INFO : Epoch 1642 | loss: 0.0311872 | val_loss: 0.0312017 | Time: 1739.09 ms
[2021-12-10 07:15:54 main:574] : INFO : Epoch 1643 | loss: 0.0311918 | val_loss: 0.0311917 | Time: 1754.91 ms
[2021-12-10 07:15:55 main:574] : INFO : Epoch 1644 | loss: 0.0311891 | val_loss: 0.0311946 | Time: 1753.58 ms
[2021-12-10 07:15:57 main:574] : INFO : Epoch 1645 | loss: 0.0311876 | val_loss: 0.0311909 | Time: 1752.8 ms
[2021-12-10 07:15:59 main:574] : INFO : Epoch 1646 | loss: 0.0311865 | val_loss: 0.0311908 | Time: 1755.17 ms
[2021-12-10 07:16:01 main:574] : INFO : Epoch 1647 | loss: 0.0311863 | val_loss: 0.031197 | Time: 1743.4 ms
[2021-12-10 07:16:02 main:574] : INFO : Epoch 1648 | loss: 0.0311906 | val_loss: 0.0311903 | Time: 1743.69 ms
[2021-12-10 07:16:04 main:574] : INFO : Epoch 1649 | loss: 0.0311894 | val_loss: 0.0311968 | Time: 1751.13 ms
[2021-12-10 07:16:06 main:574] : INFO : Epoch 1650 | loss: 0.0311891 | val_loss: 0.031195 | Time: 1766.71 ms
[2021-12-10 07:16:08 main:574] : INFO : Epoch 1651 | loss: 0.0311866 | val_loss: 0.0311929 | Time: 1763.93 ms
[2021-12-10 07:16:09 main:574] : INFO : Epoch 1652 | loss: 0.0311868 | val_loss: 0.0311896 | Time: 1762.53 ms
[2021-12-10 07:16:11 main:574] : INFO : Epoch 1653 | loss: 0.0311841 | val_loss: 0.0311896 | Time: 1772.3 ms
[2021-12-10 07:16:13 main:574] : INFO : Epoch 1654 | loss: 0.0311852 | val_loss: 0.0311909 | Time: 1781.01 ms
[2021-12-10 07:16:15 main:574] : INFO : Epoch 1655 | loss: 0.031189 | val_loss: 0.0311923 | Time: 1751.02 ms
[2021-12-10 07:16:16 main:574] : INFO : Epoch 1656 | loss: 0.0311868 | val_loss: 0.0311903 | Time: 1759.62 ms
[2021-12-10 07:16:18 main:574] : INFO : Epoch 1657 | loss: 0.0311852 | val_loss: 0.0311893 | Time: 1768.41 ms
[2021-12-10 07:16:20 main:574] : INFO : Epoch 1658 | loss: 0.0311891 | val_loss: 0.0311919 | Time: 1759.21 ms
[2021-12-10 07:16:22 main:574] : INFO : Epoch 1659 | loss: 0.0311873 | val_loss: 0.0311926 | Time: 1769.27 ms
[2021-12-10 07:16:24 main:574] : INFO : Epoch 1660 | loss: 0.0311855 | val_loss: 0.0311929 | Time: 1758.73 ms
[2021-12-10 07:16:25 main:574] : INFO : Epoch 1661 | loss: 0.0311863 | val_loss: 0.0311901 | Time: 1767.77 ms
[2021-12-10 07:16:27 main:574] : INFO : Epoch 1662 | loss: 0.0311839 | val_loss: 0.0311896 | Time: 1750.35 ms
[2021-12-10 07:16:29 main:574] : INFO : Epoch 1663 | loss: 0.0311827 | val_loss: 0.0311891 | Time: 1756.41 ms
[2021-12-10 07:16:31 main:574] : INFO : Epoch 1664 | loss: 0.0311836 | val_loss: 0.0311936 | Time: 1752.76 ms
[2021-12-10 07:16:32 main:574] : INFO : Epoch 1665 | loss: 0.0311857 | val_loss: 0.0311897 | Time: 1746.32 ms
[2021-12-10 07:16:34 main:574] : INFO : Epoch 1666 | loss: 0.0311836 | val_loss: 0.0311888 | Time: 1748.85 ms
[2021-12-10 07:16:36 main:574] : INFO : Epoch 1667 | loss: 0.0311824 | val_loss: 0.0311881 | Time: 1756.94 ms
[2021-12-10 07:16:38 main:574] : INFO : Epoch 1668 | loss: 0.0311823 | val_loss: 0.0311905 | Time: 1768.23 ms
[2021-12-10 07:16:39 main:574] : INFO : Epoch 1669 | loss: 0.0311825 | val_loss: 0.031188 | Time: 1745.78 ms
[2021-12-10 07:16:41 main:574] : INFO : Epoch 1670 | loss: 0.0311836 | val_loss: 0.0311899 | Time: 1763.64 ms
[2021-12-10 07:16:43 main:574] : INFO : Epoch 1671 | loss: 0.0311842 | val_loss: 0.0312033 | Time: 1775.35 ms
[2021-12-10 07:16:45 main:574] : INFO : Epoch 1672 | loss: 0.0311851 | val_loss: 0.0311944 | Time: 1788.22 ms
[2021-12-10 07:16:46 main:574] : INFO : Epoch 1673 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 1756.98 ms
[2021-12-10 07:16:48 main:574] : INFO : Epoch 1674 | loss: 0.0311842 | val_loss: 0.0311925 | Time: 1778.48 ms
[2021-12-10 07:16:50 main:574] : INFO : Epoch 1675 | loss: 0.0311847 | val_loss: 0.0311892 | Time: 1760.23 ms
[2021-12-10 07:16:52 main:574] : INFO : Epoch 1676 | loss: 0.0311836 | val_loss: 0.0311887 | Time: 1760.76 ms
[2021-12-10 07:16:54 main:574] : INFO : Epoch 1677 | loss: 0.0311835 | val_loss: 0.0311897 | Time: 1788.74 ms
[2021-12-10 07:16:55 main:574] : INFO : Epoch 1678 | loss: 0.0311822 | val_loss: 0.0311888 | Time: 1758.73 ms
[2021-12-10 07:16:57 main:574] : INFO : Epoch 1679 | loss: 0.0311832 | val_loss: 0.0311981 | Time: 1783.45 ms
[2021-12-10 07:16:59 main:574] : INFO : Epoch 1680 | loss: 0.0311878 | val_loss: 0.0311933 | Time: 1749.22 ms
[2021-12-10 07:17:01 main:574] : INFO : Epoch 1681 | loss: 0.0311875 | val_loss: 0.0311902 | Time: 1793.3 ms
[2021-12-10 07:17:02 main:574] : INFO : Epoch 1682 | loss: 0.0311877 | val_loss: 0.0311951 | Time: 1767.12 ms
[2021-12-10 07:17:04 main:574] : INFO : Epoch 1683 | loss: 0.0311899 | val_loss: 0.0312049 | Time: 1773.93 ms
[2021-12-10 07:17:06 main:574] : INFO : Epoch 1684 | loss: 0.0311866 | val_loss: 0.0311895 | Time: 1746.78 ms
[2021-12-10 07:17:08 main:574] : INFO : Epoch 1685 | loss: 0.0311852 | val_loss: 0.0311904 | Time: 1755.28 ms
[2021-12-10 07:17:09 main:574] : INFO : Epoch 1686 | loss: 0.0311857 | val_loss: 0.0311958 | Time: 1763.3 ms
[2021-12-10 07:17:11 main:574] : INFO : Epoch 1687 | loss: 0.0311847 | val_loss: 0.0311958 | Time: 1756.58 ms
[2021-12-10 07:17:13 main:574] : INFO : Epoch 1688 | loss: 0.0311879 | val_loss: 0.0311889 | Time: 1761.51 ms
[2021-12-10 07:17:15 main:574] : INFO : Epoch 1689 | loss: 0.0311849 | val_loss: 0.0311899 | Time: 1773.78 ms
[2021-12-10 07:17:17 main:574] : INFO : Epoch 1690 | loss: 0.031183 | val_loss: 0.031188 | Time: 1765.97 ms
[2021-12-10 07:17:18 main:574] : INFO : Epoch 1691 | loss: 0.0311842 | val_loss: 0.0311954 | Time: 1767.7 ms
[2021-12-10 07:17:20 main:574] : INFO : Epoch 1692 | loss: 0.0311852 | val_loss: 0.0311898 | Time: 1763.03 ms
[2021-12-10 07:17:22 main:574] : INFO : Epoch 1693 | loss: 0.031181 | val_loss: 0.0311954 | Time: 1761.94 ms
[2021-12-10 07:17:24 main:574] : INFO : Epoch 1694 | loss: 0.0311877 | val_loss: 0.0311925 | Time: 1753.65 ms
[2021-12-10 07:17:25 main:574] : INFO : Epoch 1695 | loss: 0.031182 | val_loss: 0.0311947 | Time: 1761.4 ms
[2021-12-10 07:17:27 main:574] : INFO : Epoch 1696 | loss: 0.0311869 | val_loss: 0.0311927 | Time: 1756.81 ms
[2021-12-10 07:17:29 main:574] : INFO : Epoch 1697 | loss: 0.0311839 | val_loss: 0.03119 | Time: 1762.61 ms
[2021-12-10 07:17:31 main:574] : INFO : Epoch 1698 | loss: 0.0311811 | val_loss: 0.0311895 | Time: 1758.06 ms
[2021-12-10 07:17:32 main:574] : INFO : Epoch 1699 | loss: 0.0311832 | val_loss: 0.0311958 | Time: 1739.33 ms
[2021-12-10 07:17:34 main:574] : INFO : Epoch 1700 | loss: 0.0311818 | val_loss: 0.0311889 | Time: 1744.61 ms
[2021-12-10 07:17:36 main:574] : INFO : Epoch 1701 | loss: 0.0311798 | val_loss: 0.0311883 | Time: 1762.81 ms
[2021-12-10 07:17:38 main:574] : INFO : Epoch 1702 | loss: 0.0311822 | val_loss: 0.0311893 | Time: 1749.29 ms
[2021-12-10 07:17:39 main:574] : INFO : Epoch 1703 | loss: 0.0311809 | val_loss: 0.031188 | Time: 1742.4 ms
[2021-12-10 07:17:41 main:574] : INFO : Epoch 1704 | loss: 0.0311828 | val_loss: 0.0311888 | Time: 1768.15 ms
[2021-12-10 07:17:43 main:574] : INFO : Epoch 1705 | loss: 0.0311834 | val_loss: 0.0311912 | Time: 1768.17 ms
[2021-12-10 07:17:45 main:574] : INFO : Epoch 1706 | loss: 0.0311808 | val_loss: 0.0311891 | Time: 1779.42 ms
[2021-12-10 07:17:47 main:574] : INFO : Epoch 1707 | loss: 0.031181 | val_loss: 0.0311888 | Time: 1787.97 ms
[2021-12-10 07:17:48 main:574] : INFO : Epoch 1708 | loss: 0.0311857 | val_loss: 0.031197 | Time: 1755.41 ms
[2021-12-10 07:17:50 main:574] : INFO : Epoch 1709 | loss: 0.0311895 | val_loss: 0.0311909 | Time: 1763.15 ms
[2021-12-10 07:17:52 main:574] : INFO : Epoch 1710 | loss: 0.0311889 | val_loss: 0.0311897 | Time: 1765.91 ms
[2021-12-10 07:17:54 main:574] : INFO : Epoch 1711 | loss: 0.0311865 | val_loss: 0.0311912 | Time: 1758.1 ms
[2021-12-10 07:17:55 main:574] : INFO : Epoch 1712 | loss: 0.0311854 | val_loss: 0.0311887 | Time: 1762.18 ms
[2021-12-10 07:17:57 main:574] : INFO : Epoch 1713 | loss: 0.031187 | val_loss: 0.0311888 | Time: 1753.06 ms
[2021-12-10 07:17:59 main:574] : INFO : Epoch 1714 | loss: 0.0311859 | val_loss: 0.0311879 | Time: 1763.6 ms
[2021-12-10 07:18:01 main:574] : INFO : Epoch 1715 | loss: 0.0311836 | val_loss: 0.0311874 | Time: 1782.71 ms
[2021-12-10 07:18:02 main:574] : INFO : Epoch 1716 | loss: 0.0311825 | val_loss: 0.0311883 | Time: 1745.98 ms
[2021-12-10 07:18:04 main:574] : INFO : Epoch 1717 | loss: 0.0311847 | val_loss: 0.0311918 | Time: 1771.18 ms
[2021-12-10 07:18:06 main:574] : INFO : Epoch 1718 | loss: 0.0311835 | val_loss: 0.0311888 | Time: 1743.2 ms
[2021-12-10 07:18:08 main:574] : INFO : Epoch 1719 | loss: 0.0311857 | val_loss: 0.0311887 | Time: 1757.83 ms
[2021-12-10 07:18:09 main:574] : INFO : Epoch 1720 | loss: 0.0311839 | val_loss: 0.0311945 | Time: 1770.83 ms
[2021-12-10 07:18:11 main:574] : INFO : Epoch 1721 | loss: 0.0311834 | val_loss: 0.0311887 | Time: 1751.25 ms
[2021-12-10 07:18:13 main:574] : INFO : Epoch 1722 | loss: 0.0311816 | val_loss: 0.0311874 | Time: 1781.86 ms
[2021-12-10 07:18:15 main:574] : INFO : Epoch 1723 | loss: 0.0311824 | val_loss: 0.031189 | Time: 1756.97 ms
[2021-12-10 07:18:17 main:574] : INFO : Epoch 1724 | loss: 0.0311823 | val_loss: 0.0311895 | Time: 1754.78 ms
[2021-12-10 07:18:18 main:574] : INFO : Epoch 1725 | loss: 0.0311816 | val_loss: 0.0311886 | Time: 1750.65 ms
[2021-12-10 07:18:20 main:574] : INFO : Epoch 1726 | loss: 0.0311803 | val_loss: 0.0311874 | Time: 1747.42 ms
[2021-12-10 07:18:22 main:574] : INFO : Epoch 1727 | loss: 0.0311825 | val_loss: 0.0311943 | Time: 1787.03 ms
[2021-12-10 07:18:24 main:574] : INFO : Epoch 1728 | loss: 0.0311832 | val_loss: 0.0311874 | Time: 1745.11 ms
[2021-12-10 07:18:25 main:574] : INFO : Epoch 1729 | loss: 0.0311819 | val_loss: 0.0311873 | Time: 1752.31 ms
[2021-12-10 07:18:27 main:574] : INFO : Epoch 1730 | loss: 0.031183 | val_loss: 0.0311901 | Time: 1754.92 ms
[2021-12-10 07:18:29 main:574] : INFO : Epoch 1731 | loss: 0.0311815 | val_loss: 0.0311866 | Time: 1747.87 ms
[2021-12-10 07:18:31 main:574] : INFO : Epoch 1732 | loss: 0.0311829 | val_loss: 0.0311876 | Time: 1781.21 ms
[2021-12-10 07:18:32 main:574] : INFO : Epoch 1733 | loss: 0.031182 | val_loss: 0.0311935 | Time: 1761.4 ms
[2021-12-10 07:18:34 main:574] : INFO : Epoch 1734 | loss: 0.0311803 | val_loss: 0.0311865 | Time: 1748.88 ms
[2021-12-10 07:18:36 main:574] : INFO : Epoch 1735 | loss: 0.03118 | val_loss: 0.0311893 | Time: 1763.42 ms
[2021-12-10 07:18:38 main:574] : INFO : Epoch 1736 | loss: 0.0311823 | val_loss: 0.0311879 | Time: 1753.98 ms
[2021-12-10 07:18:39 main:574] : INFO : Epoch 1737 | loss: 0.0311803 | val_loss: 0.0311927 | Time: 1764.59 ms
[2021-12-10 07:18:41 main:574] : INFO : Epoch 1738 | loss: 0.0311789 | val_loss: 0.0311899 | Time: 1749.98 ms
[2021-12-10 07:18:43 main:574] : INFO : Epoch 1739 | loss: 0.0311794 | val_loss: 0.0311894 | Time: 1756.21 ms
[2021-12-10 07:18:45 main:574] : INFO : Epoch 1740 | loss: 0.0311784 | val_loss: 0.0311861 | Time: 1768.02 ms
[2021-12-10 07:18:46 main:574] : INFO : Epoch 1741 | loss: 0.0311823 | val_loss: 0.0311864 | Time: 1757.17 ms
[2021-12-10 07:18:48 main:574] : INFO : Epoch 1742 | loss: 0.0311809 | val_loss: 0.0311985 | Time: 1745.89 ms
[2021-12-10 07:18:50 main:574] : INFO : Epoch 1743 | loss: 0.0311841 | val_loss: 0.0312006 | Time: 1745.32 ms
[2021-12-10 07:18:52 main:574] : INFO : Epoch 1744 | loss: 0.0311862 | val_loss: 0.0311985 | Time: 1760.42 ms
[2021-12-10 07:18:54 main:574] : INFO : Epoch 1745 | loss: 0.031181 | val_loss: 0.0311879 | Time: 1753.4 ms
[2021-12-10 07:18:55 main:574] : INFO : Epoch 1746 | loss: 0.0311792 | val_loss: 0.0311981 | Time: 1761.67 ms
[2021-12-10 07:18:57 main:574] : INFO : Epoch 1747 | loss: 0.031178 | val_loss: 0.0311873 | Time: 1743.51 ms
[2021-12-10 07:18:59 main:574] : INFO : Epoch 1748 | loss: 0.0311769 | val_loss: 0.0311891 | Time: 1744.58 ms
[2021-12-10 07:19:01 main:574] : INFO : Epoch 1749 | loss: 0.0311766 | val_loss: 0.0311866 | Time: 1761.93 ms
[2021-12-10 07:19:02 main:574] : INFO : Epoch 1750 | loss: 0.0311771 | val_loss: 0.0311935 | Time: 1761.33 ms
[2021-12-10 07:19:04 main:574] : INFO : Epoch 1751 | loss: 0.0311761 | val_loss: 0.0311883 | Time: 1773.66 ms
[2021-12-10 07:19:06 main:574] : INFO : Epoch 1752 | loss: 0.031178 | val_loss: 0.0311901 | Time: 1748.35 ms
[2021-12-10 07:19:08 main:574] : INFO : Epoch 1753 | loss: 0.0311771 | val_loss: 0.031187 | Time: 1745.74 ms
[2021-12-10 07:19:09 main:574] : INFO : Epoch 1754 | loss: 0.0311775 | val_loss: 0.0311897 | Time: 1756.22 ms
[2021-12-10 07:19:11 main:574] : INFO : Epoch 1755 | loss: 0.0311792 | val_loss: 0.0311874 | Time: 1751.25 ms
[2021-12-10 07:19:13 main:574] : INFO : Epoch 1756 | loss: 0.0311781 | val_loss: 0.0311887 | Time: 1752.39 ms
[2021-12-10 07:19:15 main:574] : INFO : Epoch 1757 | loss: 0.0311803 | val_loss: 0.0311893 | Time: 1756.25 ms
[2021-12-10 07:19:16 main:574] : INFO : Epoch 1758 | loss: 0.0311786 | val_loss: 0.0311895 | Time: 1751.13 ms
[2021-12-10 07:19:18 main:574] : INFO : Epoch 1759 | loss: 0.0311772 | val_loss: 0.0311911 | Time: 1749.2 ms
[2021-12-10 07:19:20 main:574] : INFO : Epoch 1760 | loss: 0.0311776 | val_loss: 0.031191 | Time: 1760.3 ms
[2021-12-10 07:19:22 main:574] : INFO : Epoch 1761 | loss: 0.0311766 | val_loss: 0.0311867 | Time: 1802.87 ms
[2021-12-10 07:19:23 main:574] : INFO : Epoch 1762 | loss: 0.0311762 | val_loss: 0.0311894 | Time: 1758.06 ms
[2021-12-10 07:19:25 main:574] : INFO : Epoch 1763 | loss: 0.0311795 | val_loss: 0.0311916 | Time: 1756.93 ms
[2021-12-10 07:19:27 main:574] : INFO : Epoch 1764 | loss: 0.0311782 | val_loss: 0.0311872 | Time: 1791.52 ms
[2021-12-10 07:19:29 main:574] : INFO : Epoch 1765 | loss: 0.0311767 | val_loss: 0.0311881 | Time: 1751.7 ms
[2021-12-10 07:19:31 main:574] : INFO : Epoch 1766 | loss: 0.0311752 | val_loss: 0.0311868 | Time: 1765.83 ms
[2021-12-10 07:19:32 main:574] : INFO : Epoch 1767 | loss: 0.0311752 | val_loss: 0.0311871 | Time: 1766.34 ms
[2021-12-10 07:19:34 main:574] : INFO : Epoch 1768 | loss: 0.0311764 | val_loss: 0.0311856 | Time: 1784.83 ms
[2021-12-10 07:19:36 main:574] : INFO : Epoch 1769 | loss: 0.0311763 | val_loss: 0.031187 | Time: 1769.03 ms
[2021-12-10 07:19:38 main:574] : INFO : Epoch 1770 | loss: 0.0311755 | val_loss: 0.0311963 | Time: 1768.99 ms
[2021-12-10 07:19:39 main:574] : INFO : Epoch 1771 | loss: 0.0311792 | val_loss: 0.0311915 | Time: 1752.45 ms
[2021-12-10 07:19:41 main:574] : INFO : Epoch 1772 | loss: 0.0311747 | val_loss: 0.0311858 | Time: 1750.67 ms
[2021-12-10 07:19:43 main:574] : INFO : Epoch 1773 | loss: 0.0311749 | val_loss: 0.031189 | Time: 1741.44 ms
[2021-12-10 07:19:45 main:574] : INFO : Epoch 1774 | loss: 0.0311762 | val_loss: 0.0311895 | Time: 1749.5 ms
[2021-12-10 07:19:46 main:574] : INFO : Epoch 1775 | loss: 0.0311753 | val_loss: 0.0311849 | Time: 1765.67 ms
[2021-12-10 07:19:48 main:574] : INFO : Epoch 1776 | loss: 0.0311771 | val_loss: 0.0311897 | Time: 1742.52 ms
[2021-12-10 07:19:50 main:574] : INFO : Epoch 1777 | loss: 0.0311766 | val_loss: 0.0311866 | Time: 1795.09 ms
[2021-12-10 07:19:52 main:574] : INFO : Epoch 1778 | loss: 0.0311777 | val_loss: 0.0311845 | Time: 1750.15 ms
[2021-12-10 07:19:53 main:574] : INFO : Epoch 1779 | loss: 0.0311785 | val_loss: 0.0311853 | Time: 1759.25 ms
[2021-12-10 07:19:55 main:574] : INFO : Epoch 1780 | loss: 0.0311761 | val_loss: 0.0311864 | Time: 1762.7 ms
[2021-12-10 07:19:57 main:574] : INFO : Epoch 1781 | loss: 0.0311754 | val_loss: 0.0311855 | Time: 1754.29 ms
[2021-12-10 07:19:59 main:574] : INFO : Epoch 1782 | loss: 0.0311789 | val_loss: 0.031194 | Time: 1759.16 ms
[2021-12-10 07:20:01 main:574] : INFO : Epoch 1783 | loss: 0.0311755 | val_loss: 0.0311894 | Time: 1764.85 ms
[2021-12-10 07:20:02 main:574] : INFO : Epoch 1784 | loss: 0.0311739 | val_loss: 0.031189 | Time: 1754.95 ms
[2021-12-10 07:20:04 main:574] : INFO : Epoch 1785 | loss: 0.0311738 | val_loss: 0.031189 | Time: 1755.63 ms
[2021-12-10 07:20:06 main:574] : INFO : Epoch 1786 | loss: 0.031174 | val_loss: 0.0311897 | Time: 1748.19 ms
[2021-12-10 07:20:08 main:574] : INFO : Epoch 1787 | loss: 0.0311727 | val_loss: 0.0311879 | Time: 1779.01 ms
[2021-12-10 07:20:09 main:574] : INFO : Epoch 1788 | loss: 0.0311727 | val_loss: 0.0311851 | Time: 1749.17 ms
[2021-12-10 07:20:11 main:574] : INFO : Epoch 1789 | loss: 0.0311738 | val_loss: 0.0311856 | Time: 1762.09 ms
[2021-12-10 07:20:13 main:574] : INFO : Epoch 1790 | loss: 0.0311747 | val_loss: 0.031185 | Time: 1755.42 ms
[2021-12-10 07:20:15 main:574] : INFO : Epoch 1791 | loss: 0.0311731 | val_loss: 0.0311885 | Time: 1761.8 ms
[2021-12-10 07:20:16 main:574] : INFO : Epoch 1792 | loss: 0.0311804 | val_loss: 0.0311951 | Time: 1764.22 ms
[2021-12-10 07:20:18 main:574] : INFO : Epoch 1793 | loss: 0.0311784 | val_loss: 0.0311867 | Time: 1753.88 ms
[2021-12-10 07:20:20 main:574] : INFO : Epoch 1794 | loss: 0.0311746 | val_loss: 0.0311888 | Time: 1754.31 ms
[2021-12-10 07:20:22 main:574] : INFO : Epoch 1795 | loss: 0.031175 | val_loss: 0.0311868 | Time: 1759.67 ms
[2021-12-10 07:20:23 main:574] : INFO : Epoch 1796 | loss: 0.0311775 | val_loss: 0.0311875 | Time: 1745.24 ms
[2021-12-10 07:20:25 main:574] : INFO : Epoch 1797 | loss: 0.0311763 | val_loss: 0.0311853 | Time: 1763.53 ms
[2021-12-10 07:20:27 main:574] : INFO : Epoch 1798 | loss: 0.0311738 | val_loss: 0.0311853 | Time: 1808.06 ms
[2021-12-10 07:20:29 main:574] : INFO : Epoch 1799 | loss: 0.0311728 | val_loss: 0.0311844 | Time: 1758.35 ms
[2021-12-10 07:20:31 main:574] : INFO : Epoch 1800 | loss: 0.0311737 | val_loss: 0.0311858 | Time: 1765.97 ms
[2021-12-10 07:20:32 main:574] : INFO : Epoch 1801 | loss: 0.0311731 | val_loss: 0.0311867 | Time: 1758.78 ms
[2021-12-10 07:20:34 main:574] : INFO : Epoch 1802 | loss: 0.0311748 | val_loss: 0.0311857 | Time: 1738.88 ms
[2021-12-10 07:20:36 main:574] : INFO : Epoch 1803 | loss: 0.0311741 | val_loss: 0.031187 | Time: 1756.02 ms
[2021-12-10 07:20:38 main:574] : INFO : Epoch 1804 | loss: 0.0311743 | val_loss: 0.0311867 | Time: 1763.7 ms
[2021-12-10 07:20:39 main:574] : INFO : Epoch 1805 | loss: 0.0311778 | val_loss: 0.0311867 | Time: 1761.95 ms
[2021-12-10 07:20:41 main:574] : INFO : Epoch 1806 | loss: 0.0311769 | val_loss: 0.0311876 | Time: 1742.11 ms
[2021-12-10 07:20:43 main:574] : INFO : Epoch 1807 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 1765.12 ms
[2021-12-10 07:20:45 main:574] : INFO : Epoch 1808 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 1751.8 ms
[2021-12-10 07:20:46 main:574] : INFO : Epoch 1809 | loss: 0.0311764 | val_loss: 0.0311842 | Time: 1750.64 ms
[2021-12-10 07:20:48 main:574] : INFO : Epoch 1810 | loss: 0.0311796 | val_loss: 0.0311851 | Time: 1753.31 ms
[2021-12-10 07:20:50 main:574] : INFO : Epoch 1811 | loss: 0.0311867 | val_loss: 0.03119 | Time: 1745.17 ms
[2021-12-10 07:20:52 main:574] : INFO : Epoch 1812 | loss: 0.0311919 | val_loss: 0.0311844 | Time: 1757.82 ms
[2021-12-10 07:20:53 main:574] : INFO : Epoch 1813 | loss: 0.0311879 | val_loss: 0.0311843 | Time: 1739.74 ms
[2021-12-10 07:20:55 main:574] : INFO : Epoch 1814 | loss: 0.0311874 | val_loss: 0.0311865 | Time: 1757.19 ms
[2021-12-10 07:20:57 main:574] : INFO : Epoch 1815 | loss: 0.0311881 | val_loss: 0.0311826 | Time: 1752.18 ms
[2021-12-10 07:20:59 main:574] : INFO : Epoch 1816 | loss: 0.0311888 | val_loss: 0.0311856 | Time: 1746.9 ms
[2021-12-10 07:21:00 main:574] : INFO : Epoch 1817 | loss: 0.0311908 | val_loss: 0.0311923 | Time: 1747.29 ms
[2021-12-10 07:21:02 main:574] : INFO : Epoch 1818 | loss: 0.0311901 | val_loss: 0.0311882 | Time: 1744.89 ms
[2021-12-10 07:21:04 main:574] : INFO : Epoch 1819 | loss: 0.0311881 | val_loss: 0.0311852 | Time: 1760.92 ms
[2021-12-10 07:21:06 main:574] : INFO : Epoch 1820 | loss: 0.0311862 | val_loss: 0.0311831 | Time: 1748.24 ms
[2021-12-10 07:21:07 main:574] : INFO : Epoch 1821 | loss: 0.0311856 | val_loss: 0.0311824 | Time: 1765.71 ms
[2021-12-10 07:21:09 main:574] : INFO : Epoch 1822 | loss: 0.0311858 | val_loss: 0.0311819 | Time: 1751.63 ms
[2021-12-10 07:21:11 main:574] : INFO : Epoch 1823 | loss: 0.0311856 | val_loss: 0.031184 | Time: 1752.53 ms
[2021-12-10 07:21:13 main:574] : INFO : Epoch 1824 | loss: 0.0311856 | val_loss: 0.0311844 | Time: 1764.69 ms
[2021-12-10 07:21:14 main:574] : INFO : Epoch 1825 | loss: 0.0311865 | val_loss: 0.0311829 | Time: 1756.37 ms
[2021-12-10 07:21:16 main:574] : INFO : Epoch 1826 | loss: 0.031188 | val_loss: 0.0311829 | Time: 1767.49 ms
[2021-12-10 07:21:18 main:574] : INFO : Epoch 1827 | loss: 0.031187 | val_loss: 0.0311828 | Time: 1750.2 ms
[2021-12-10 07:21:20 main:574] : INFO : Epoch 1828 | loss: 0.0311869 | val_loss: 0.0311843 | Time: 1758.06 ms
[2021-12-10 07:21:22 main:574] : INFO : Epoch 1829 | loss: 0.0311868 | val_loss: 0.031183 | Time: 1748.2 ms
[2021-12-10 07:21:23 main:574] : INFO : Epoch 1830 | loss: 0.031187 | val_loss: 0.031188 | Time: 1731.02 ms
[2021-12-10 07:21:25 main:574] : INFO : Epoch 1831 | loss: 0.0311923 | val_loss: 0.0312002 | Time: 1745.37 ms
[2021-12-10 07:21:27 main:574] : INFO : Epoch 1832 | loss: 0.0311966 | val_loss: 0.0311985 | Time: 1795.25 ms
[2021-12-10 07:21:29 main:574] : INFO : Epoch 1833 | loss: 0.0311977 | val_loss: 0.0311947 | Time: 1742.84 ms
[2021-12-10 07:21:30 main:574] : INFO : Epoch 1834 | loss: 0.0311953 | val_loss: 0.0311924 | Time: 1756.11 ms
[2021-12-10 07:21:32 main:574] : INFO : Epoch 1835 | loss: 0.0311954 | val_loss: 0.0311916 | Time: 1762.45 ms
[2021-12-10 07:21:34 main:574] : INFO : Epoch 1836 | loss: 0.0311937 | val_loss: 0.031197 | Time: 1743.34 ms
[2021-12-10 07:21:36 main:574] : INFO : Epoch 1837 | loss: 0.0311985 | val_loss: 0.0311936 | Time: 1741.94 ms
[2021-12-10 07:21:37 main:574] : INFO : Epoch 1838 | loss: 0.0311923 | val_loss: 0.0311929 | Time: 1753.91 ms
[2021-12-10 07:21:39 main:574] : INFO : Epoch 1839 | loss: 0.0311915 | val_loss: 0.031192 | Time: 1759.32 ms
[2021-12-10 07:21:41 main:574] : INFO : Epoch 1840 | loss: 0.0311922 | val_loss: 0.0311921 | Time: 1774.67 ms
[2021-12-10 07:21:43 main:574] : INFO : Epoch 1841 | loss: 0.0311919 | val_loss: 0.0311918 | Time: 1759.32 ms
[2021-12-10 07:21:44 main:574] : INFO : Epoch 1842 | loss: 0.0311919 | val_loss: 0.0311918 | Time: 1764.14 ms
[2021-12-10 07:21:46 main:574] : INFO : Epoch 1843 | loss: 0.0311929 | val_loss: 0.0311931 | Time: 1793.85 ms
[2021-12-10 07:21:48 main:574] : INFO : Epoch 1844 | loss: 0.0311928 | val_loss: 0.0311954 | Time: 1755.08 ms
[2021-12-10 07:21:50 main:574] : INFO : Epoch 1845 | loss: 0.0311929 | val_loss: 0.0311987 | Time: 1752.03 ms
[2021-12-10 07:21:51 main:574] : INFO : Epoch 1846 | loss: 0.0311911 | val_loss: 0.0311915 | Time: 1750.36 ms
[2021-12-10 07:21:53 main:574] : INFO : Epoch 1847 | loss: 0.0311902 | val_loss: 0.0311921 | Time: 1745.42 ms
[2021-12-10 07:21:55 main:574] : INFO : Epoch 1848 | loss: 0.0311893 | val_loss: 0.0311933 | Time: 1757.76 ms
[2021-12-10 07:21:57 main:574] : INFO : Epoch 1849 | loss: 0.0311909 | val_loss: 0.0311918 | Time: 1774.59 ms
[2021-12-10 07:21:59 main:574] : INFO : Epoch 1850 | loss: 0.031189 | val_loss: 0.0311932 | Time: 1749.26 ms
[2021-12-10 07:22:00 main:574] : INFO : Epoch 1851 | loss: 0.031189 | val_loss: 0.0311913 | Time: 1764.41 ms
[2021-12-10 07:22:02 main:574] : INFO : Epoch 1852 | loss: 0.0311912 | val_loss: 0.0311917 | Time: 1764.56 ms
[2021-12-10 07:22:04 main:574] : INFO : Epoch 1853 | loss: 0.0311899 | val_loss: 0.0311924 | Time: 1755.93 ms
[2021-12-10 07:22:06 main:574] : INFO : Epoch 1854 | loss: 0.0311916 | val_loss: 0.031191 | Time: 1770.18 ms
[2021-12-10 07:22:07 main:574] : INFO : Epoch 1855 | loss: 0.0311908 | val_loss: 0.0311908 | Time: 1767.19 ms
[2021-12-10 07:22:09 main:574] : INFO : Epoch 1856 | loss: 0.0311884 | val_loss: 0.0311903 | Time: 1767.12 ms
[2021-12-10 07:22:11 main:574] : INFO : Epoch 1857 | loss: 0.0311881 | val_loss: 0.0311942 | Time: 1744.58 ms
[2021-12-10 07:22:13 main:574] : INFO : Epoch 1858 | loss: 0.0311893 | val_loss: 0.03119 | Time: 1775.41 ms
[2021-12-10 07:22:14 main:574] : INFO : Epoch 1859 | loss: 0.0311882 | val_loss: 0.0311896 | Time: 1737.05 ms
[2021-12-10 07:22:16 main:574] : INFO : Epoch 1860 | loss: 0.031188 | val_loss: 0.0311901 | Time: 1746.77 ms
[2021-12-10 07:22:18 main:574] : INFO : Epoch 1861 | loss: 0.0311872 | val_loss: 0.0311902 | Time: 1754.46 ms
[2021-12-10 07:22:20 main:574] : INFO : Epoch 1862 | loss: 0.0311892 | val_loss: 0.0311902 | Time: 1771.78 ms
[2021-12-10 07:22:21 main:574] : INFO : Epoch 1863 | loss: 0.0311883 | val_loss: 0.0311938 | Time: 1756.75 ms
[2021-12-10 07:22:23 main:574] : INFO : Epoch 1864 | loss: 0.0311901 | val_loss: 0.0311898 | Time: 1772.45 ms
[2021-12-10 07:22:25 main:574] : INFO : Epoch 1865 | loss: 0.0311859 | val_loss: 0.0311894 | Time: 1733.45 ms
[2021-12-10 07:22:27 main:574] : INFO : Epoch 1866 | loss: 0.0311863 | val_loss: 0.0311895 | Time: 1792.18 ms
[2021-12-10 07:22:29 main:574] : INFO : Epoch 1867 | loss: 0.0311901 | val_loss: 0.0312002 | Time: 1765.78 ms
[2021-12-10 07:22:30 main:574] : INFO : Epoch 1868 | loss: 0.0311963 | val_loss: 0.0311987 | Time: 1772.51 ms
[2021-12-10 07:22:32 main:574] : INFO : Epoch 1869 | loss: 0.0311936 | val_loss: 0.0312008 | Time: 1759.1 ms
[2021-12-10 07:22:34 main:574] : INFO : Epoch 1870 | loss: 0.0311909 | val_loss: 0.0311891 | Time: 1752.84 ms
[2021-12-10 07:22:36 main:574] : INFO : Epoch 1871 | loss: 0.0311858 | val_loss: 0.0311893 | Time: 1749.08 ms
[2021-12-10 07:22:37 main:574] : INFO : Epoch 1872 | loss: 0.0311875 | val_loss: 0.0311887 | Time: 1753.65 ms
[2021-12-10 07:22:39 main:574] : INFO : Epoch 1873 | loss: 0.0311861 | val_loss: 0.0311896 | Time: 1768.55 ms
[2021-12-10 07:22:41 main:574] : INFO : Epoch 1874 | loss: 0.0311848 | val_loss: 0.0311902 | Time: 1754.75 ms
[2021-12-10 07:22:43 main:574] : INFO : Epoch 1875 | loss: 0.0311844 | val_loss: 0.0311906 | Time: 1756.84 ms
[2021-12-10 07:22:44 main:574] : INFO : Epoch 1876 | loss: 0.0311851 | val_loss: 0.031193 | Time: 1767.69 ms
[2021-12-10 07:22:46 main:574] : INFO : Epoch 1877 | loss: 0.0311869 | val_loss: 0.0311926 | Time: 1759.23 ms
[2021-12-10 07:22:48 main:574] : INFO : Epoch 1878 | loss: 0.0311872 | val_loss: 0.0311924 | Time: 1743.02 ms
[2021-12-10 07:22:50 main:574] : INFO : Epoch 1879 | loss: 0.0311842 | val_loss: 0.0311903 | Time: 1753.26 ms
[2021-12-10 07:22:51 main:574] : INFO : Epoch 1880 | loss: 0.0311846 | val_loss: 0.031191 | Time: 1768.72 ms
[2021-12-10 07:22:53 main:574] : INFO : Epoch 1881 | loss: 0.0311858 | val_loss: 0.0311895 | Time: 1746.17 ms
[2021-12-10 07:22:55 main:574] : INFO : Epoch 1882 | loss: 0.0311844 | val_loss: 0.0311889 | Time: 1759.87 ms
[2021-12-10 07:22:57 main:574] : INFO : Epoch 1883 | loss: 0.0311838 | val_loss: 0.0311886 | Time: 1746.5 ms
[2021-12-10 07:22:58 main:574] : INFO : Epoch 1884 | loss: 0.0311835 | val_loss: 0.0311893 | Time: 1759.95 ms
[2021-12-10 07:23:00 main:574] : INFO : Epoch 1885 | loss: 0.0311833 | val_loss: 0.0311889 | Time: 1807.05 ms
[2021-12-10 07:23:02 main:574] : INFO : Epoch 1886 | loss: 0.0311839 | val_loss: 0.0311881 | Time: 1761.5 ms
[2021-12-10 07:23:04 main:574] : INFO : Epoch 1887 | loss: 0.0311838 | val_loss: 0.0311906 | Time: 1775.55 ms
[2021-12-10 07:23:06 main:574] : INFO : Epoch 1888 | loss: 0.0311848 | val_loss: 0.0311892 | Time: 1763.13 ms
[2021-12-10 07:23:07 main:574] : INFO : Epoch 1889 | loss: 0.0311883 | val_loss: 0.0311934 | Time: 1759.66 ms
[2021-12-10 07:23:12 main:574] : INFO : Epoch 1890 | loss: 0.0311868 | val_loss: 0.0311934 | Time: 1764.63 ms
[2021-12-10 07:23:14 main:574] : INFO : Epoch 1891 | loss: 0.0311838 | val_loss: 0.0311883 | Time: 1748.19 ms
[2021-12-10 07:23:16 main:574] : INFO : Epoch 1892 | loss: 0.0311834 | val_loss: 0.0311885 | Time: 1765.94 ms
[2021-12-10 07:23:17 main:574] : INFO : Epoch 1893 | loss: 0.0311831 | val_loss: 0.0311902 | Time: 1799.01 ms
[2021-12-10 07:23:19 main:574] : INFO : Epoch 1894 | loss: 0.0311845 | val_loss: 0.031189 | Time: 1754.13 ms
[2021-12-10 07:23:21 main:574] : INFO : Epoch 1895 | loss: 0.0311852 | val_loss: 0.0311945 | Time: 1773.43 ms
[2021-12-10 07:23:23 main:574] : INFO : Epoch 1896 | loss: 0.0311875 | val_loss: 0.0311949 | Time: 1774.15 ms
[2021-12-10 07:23:25 main:574] : INFO : Epoch 1897 | loss: 0.0311857 | val_loss: 0.0311899 | Time: 1751.94 ms
[2021-12-10 07:23:26 main:574] : INFO : Epoch 1898 | loss: 0.0311849 | val_loss: 0.031189 | Time: 1770.92 ms
[2021-12-10 07:23:28 main:574] : INFO : Epoch 1899 | loss: 0.0311857 | val_loss: 0.0312022 | Time: 1758.52 ms
[2021-12-10 07:23:30 main:574] : INFO : Epoch 1900 | loss: 0.0311871 | val_loss: 0.0311918 | Time: 1756.97 ms
[2021-12-10 07:23:32 main:574] : INFO : Epoch 1901 | loss: 0.0311844 | val_loss: 0.0311884 | Time: 1747.26 ms
[2021-12-10 07:23:33 main:574] : INFO : Epoch 1902 | loss: 0.0311856 | val_loss: 0.0311912 | Time: 1767.53 ms
[2021-12-10 07:23:35 main:574] : INFO : Epoch 1903 | loss: 0.0311882 | val_loss: 0.0311905 | Time: 1730.62 ms
[2021-12-10 07:23:37 main:574] : INFO : Epoch 1904 | loss: 0.03119 | val_loss: 0.0311903 | Time: 1747.62 ms
[2021-12-10 07:23:39 main:574] : INFO : Epoch 1905 | loss: 0.0311898 | val_loss: 0.0311913 | Time: 1747.13 ms
[2021-12-10 07:23:40 main:574] : INFO : Epoch 1906 | loss: 0.0311911 | val_loss: 0.0311961 | Time: 1739.73 ms
[2021-12-10 07:23:42 main:574] : INFO : Epoch 1907 | loss: 0.031191 | val_loss: 0.0311914 | Time: 1743.99 ms
[2021-12-10 07:23:44 main:574] : INFO : Epoch 1908 | loss: 0.0311879 | val_loss: 0.0311898 | Time: 1751.88 ms
[2021-12-10 07:23:46 main:574] : INFO : Epoch 1909 | loss: 0.031188 | val_loss: 0.0311917 | Time: 1754.36 ms
[2021-12-10 07:23:47 main:574] : INFO : Epoch 1910 | loss: 0.0311889 | val_loss: 0.0311921 | Time: 1750.5 ms
[2021-12-10 07:23:49 main:574] : INFO : Epoch 1911 | loss: 0.0311876 | val_loss: 0.0311903 | Time: 1745.77 ms
[2021-12-10 07:23:51 main:574] : INFO : Epoch 1912 | loss: 0.0311893 | val_loss: 0.0311937 | Time: 1754.43 ms
[2021-12-10 07:23:53 main:574] : INFO : Epoch 1913 | loss: 0.0311869 | val_loss: 0.0311893 | Time: 1765.06 ms
[2021-12-10 07:23:54 main:574] : INFO : Epoch 1914 | loss: 0.0311864 | val_loss: 0.0311879 | Time: 1758.88 ms
[2021-12-10 07:23:56 main:574] : INFO : Epoch 1915 | loss: 0.0311865 | val_loss: 0.0311875 | Time: 1763.97 ms
[2021-12-10 07:23:58 main:574] : INFO : Epoch 1916 | loss: 0.0311868 | val_loss: 0.0311886 | Time: 1764.81 ms
[2021-12-10 07:24:00 main:574] : INFO : Epoch 1917 | loss: 0.031188 | val_loss: 0.0311885 | Time: 1754.3 ms
[2021-12-10 07:24:01 main:574] : INFO : Epoch 1918 | loss: 0.0311888 | val_loss: 0.031195 | Time: 1778.72 ms
[2021-12-10 07:24:03 main:574] : INFO : Epoch 1919 | loss: 0.0311892 | val_loss: 0.0311864 | Time: 1765.78 ms
[2021-12-10 07:24:05 main:574] : INFO : Epoch 1920 | loss: 0.0311867 | val_loss: 0.0311859 | Time: 1776.1 ms
[2021-12-10 07:24:07 main:574] : INFO : Epoch 1921 | loss: 0.031188 | val_loss: 0.0311868 | Time: 1753.46 ms
[2021-12-10 07:24:09 main:574] : INFO : Epoch 1922 | loss: 0.0311865 | val_loss: 0.0311858 | Time: 1758.17 ms
[2021-12-10 07:24:10 main:574] : INFO : Epoch 1923 | loss: 0.031185 | val_loss: 0.0311861 | Time: 1750.86 ms
[2021-12-10 07:24:12 main:574] : INFO : Epoch 1924 | loss: 0.0311865 | val_loss: 0.0311884 | Time: 1754.18 ms
[2021-12-10 07:24:14 main:574] : INFO : Epoch 1925 | loss: 0.0311857 | val_loss: 0.0311867 | Time: 1751.41 ms
[2021-12-10 07:24:16 main:574] : INFO : Epoch 1926 | loss: 0.0311842 | val_loss: 0.0311862 | Time: 1754.78 ms
[2021-12-10 07:24:17 main:574] : INFO : Epoch 1927 | loss: 0.0311841 | val_loss: 0.0311863 | Time: 1746.2 ms
[2021-12-10 07:24:19 main:574] : INFO : Epoch 1928 | loss: 0.0311872 | val_loss: 0.0311891 | Time: 1765.21 ms
[2021-12-10 07:24:21 main:574] : INFO : Epoch 1929 | loss: 0.0311887 | val_loss: 0.0311879 | Time: 1753.86 ms
[2021-12-10 07:24:23 main:574] : INFO : Epoch 1930 | loss: 0.0311873 | val_loss: 0.031188 | Time: 1753.45 ms
[2021-12-10 07:24:24 main:574] : INFO : Epoch 1931 | loss: 0.0311868 | val_loss: 0.0311888 | Time: 1750.51 ms
[2021-12-10 07:24:26 main:574] : INFO : Epoch 1932 | loss: 0.031186 | val_loss: 0.0311882 | Time: 1762.45 ms
[2021-12-10 07:24:28 main:574] : INFO : Epoch 1933 | loss: 0.0311869 | val_loss: 0.0311939 | Time: 1792.76 ms
[2021-12-10 07:24:30 main:574] : INFO : Epoch 1934 | loss: 0.0311872 | val_loss: 0.0311854 | Time: 1779.65 ms
[2021-12-10 07:24:31 main:574] : INFO : Epoch 1935 | loss: 0.0311833 | val_loss: 0.0311845 | Time: 1746.61 ms
[2021-12-10 07:24:33 main:574] : INFO : Epoch 1936 | loss: 0.0311854 | val_loss: 0.0311895 | Time: 1751.72 ms
[2021-12-10 07:24:35 main:574] : INFO : Epoch 1937 | loss: 0.0311862 | val_loss: 0.0311853 | Time: 1748 ms
[2021-12-10 07:24:37 main:574] : INFO : Epoch 1938 | loss: 0.0311835 | val_loss: 0.0311853 | Time: 1758.63 ms
[2021-12-10 07:24:38 main:574] : INFO : Epoch 1939 | loss: 0.0311831 | val_loss: 0.0311838 | Time: 1765.68 ms
[2021-12-10 07:24:40 main:574] : INFO : Epoch 1940 | loss: 0.0311831 | val_loss: 0.0311859 | Time: 1750.59 ms
[2021-12-10 07:24:42 main:574] : INFO : Epoch 1941 | loss: 0.0311827 | val_loss: 0.0311836 | Time: 1741.01 ms
[2021-12-10 07:24:44 main:574] : INFO : Epoch 1942 | loss: 0.0311838 | val_loss: 0.031193 | Time: 1757.21 ms
[2021-12-10 07:24:46 main:574] : INFO : Epoch 1943 | loss: 0.0311896 | val_loss: 0.0311883 | Time: 1759.53 ms
[2021-12-10 07:24:47 main:574] : INFO : Epoch 1944 | loss: 0.0311869 | val_loss: 0.0311873 | Time: 1747.06 ms
[2021-12-10 07:24:49 main:574] : INFO : Epoch 1945 | loss: 0.031186 | val_loss: 0.0311847 | Time: 1754.54 ms
[2021-12-10 07:24:51 main:574] : INFO : Epoch 1946 | loss: 0.0311851 | val_loss: 0.0311861 | Time: 1747.08 ms
[2021-12-10 07:24:53 main:574] : INFO : Epoch 1947 | loss: 0.0311833 | val_loss: 0.0311842 | Time: 1760.14 ms
[2021-12-10 07:24:54 main:574] : INFO : Epoch 1948 | loss: 0.0311829 | val_loss: 0.0311867 | Time: 1754.5 ms
[2021-12-10 07:24:56 main:574] : INFO : Epoch 1949 | loss: 0.0311844 | val_loss: 0.0311903 | Time: 1768.19 ms
[2021-12-10 07:24:58 main:574] : INFO : Epoch 1950 | loss: 0.031186 | val_loss: 0.0311847 | Time: 1751.08 ms
[2021-12-10 07:25:00 main:574] : INFO : Epoch 1951 | loss: 0.0311849 | val_loss: 0.0311885 | Time: 1770.31 ms
[2021-12-10 07:25:01 main:574] : INFO : Epoch 1952 | loss: 0.0311839 | val_loss: 0.0311846 | Time: 1767.36 ms
[2021-12-10 07:25:03 main:574] : INFO : Epoch 1953 | loss: 0.0311836 | val_loss: 0.0311861 | Time: 1747.93 ms
[2021-12-10 07:25:05 main:574] : INFO : Epoch 1954 | loss: 0.0311824 | val_loss: 0.0311844 | Time: 1755.65 ms
[2021-12-10 07:25:07 main:574] : INFO : Epoch 1955 | loss: 0.0311825 | val_loss: 0.0311837 | Time: 1748.81 ms
[2021-12-10 07:25:08 main:574] : INFO : Epoch 1956 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 1755.01 ms
[2021-12-10 07:25:10 main:574] : INFO : Epoch 1957 | loss: 0.0311824 | val_loss: 0.0311844 | Time: 1761.23 ms
[2021-12-10 07:25:12 main:574] : INFO : Epoch 1958 | loss: 0.031182 | val_loss: 0.0311842 | Time: 1755.7 ms
[2021-12-10 07:25:14 main:574] : INFO : Epoch 1959 | loss: 0.0311815 | val_loss: 0.0311855 | Time: 1755.64 ms
[2021-12-10 07:25:15 main:574] : INFO : Epoch 1960 | loss: 0.031181 | val_loss: 0.0311847 | Time: 1758.11 ms
[2021-12-10 07:25:17 main:574] : INFO : Epoch 1961 | loss: 0.0311805 | val_loss: 0.0311846 | Time: 1743.76 ms
[2021-12-10 07:25:19 main:574] : INFO : Epoch 1962 | loss: 0.0311801 | val_loss: 0.031185 | Time: 1753.8 ms
[2021-12-10 07:25:21 main:574] : INFO : Epoch 1963 | loss: 0.0311811 | val_loss: 0.0311849 | Time: 1754.63 ms
[2021-12-10 07:25:22 main:574] : INFO : Epoch 1964 | loss: 0.031181 | val_loss: 0.0311851 | Time: 1758.3 ms
[2021-12-10 07:25:24 main:574] : INFO : Epoch 1965 | loss: 0.0311803 | val_loss: 0.0311854 | Time: 1770.67 ms
[2021-12-10 07:25:26 main:574] : INFO : Epoch 1966 | loss: 0.0311795 | val_loss: 0.0311862 | Time: 1746.67 ms
[2021-12-10 07:25:28 main:574] : INFO : Epoch 1967 | loss: 0.0311798 | val_loss: 0.0311848 | Time: 1741.61 ms
[2021-12-10 07:25:30 main:574] : INFO : Epoch 1968 | loss: 0.0311801 | val_loss: 0.0311876 | Time: 1746.49 ms
[2021-12-10 07:25:31 main:574] : INFO : Epoch 1969 | loss: 0.0311881 | val_loss: 0.0311885 | Time: 1759.7 ms
[2021-12-10 07:25:33 main:574] : INFO : Epoch 1970 | loss: 0.0311829 | val_loss: 0.0311861 | Time: 1747.76 ms
[2021-12-10 07:25:35 main:574] : INFO : Epoch 1971 | loss: 0.0311799 | val_loss: 0.0311865 | Time: 1728.12 ms
[2021-12-10 07:25:37 main:574] : INFO : Epoch 1972 | loss: 0.0311814 | val_loss: 0.0311853 | Time: 1751.94 ms
[2021-12-10 07:25:38 main:574] : INFO : Epoch 1973 | loss: 0.0311808 | val_loss: 0.0311875 | Time: 1745.73 ms
[2021-12-10 07:25:40 main:574] : INFO : Epoch 1974 | loss: 0.0311811 | val_loss: 0.0311883 | Time: 1760.1 ms
[2021-12-10 07:25:42 main:574] : INFO : Epoch 1975 | loss: 0.0311812 | val_loss: 0.0311856 | Time: 1747.42 ms
[2021-12-10 07:25:44 main:574] : INFO : Epoch 1976 | loss: 0.0311797 | val_loss: 0.0311853 | Time: 1751 ms
[2021-12-10 07:25:45 main:574] : INFO : Epoch 1977 | loss: 0.031179 | val_loss: 0.0311866 | Time: 1750.46 ms
[2021-12-10 07:25:47 main:574] : INFO : Epoch 1978 | loss: 0.0311798 | val_loss: 0.0311864 | Time: 1738.67 ms
[2021-12-10 07:25:49 main:574] : INFO : Epoch 1979 | loss: 0.0311824 | val_loss: 0.0311922 | Time: 1755.82 ms
[2021-12-10 07:25:51 main:574] : INFO : Epoch 1980 | loss: 0.0311801 | val_loss: 0.0311851 | Time: 1755.64 ms
[2021-12-10 07:25:52 main:574] : INFO : Epoch 1981 | loss: 0.0311799 | val_loss: 0.0311855 | Time: 1763.05 ms
[2021-12-10 07:25:54 main:574] : INFO : Epoch 1982 | loss: 0.0311809 | val_loss: 0.031192 | Time: 1746.34 ms
[2021-12-10 07:25:56 main:574] : INFO : Epoch 1983 | loss: 0.0311823 | val_loss: 0.0311845 | Time: 1752.09 ms
[2021-12-10 07:25:58 main:574] : INFO : Epoch 1984 | loss: 0.0311794 | val_loss: 0.0311871 | Time: 1746.36 ms
[2021-12-10 07:25:59 main:574] : INFO : Epoch 1985 | loss: 0.031179 | val_loss: 0.031185 | Time: 1733.95 ms
[2021-12-10 07:26:01 main:574] : INFO : Epoch 1986 | loss: 0.0311775 | val_loss: 0.0311847 | Time: 1753.74 ms
[2021-12-10 07:26:03 main:574] : INFO : Epoch 1987 | loss: 0.0311821 | val_loss: 0.0311939 | Time: 1775.06 ms
[2021-12-10 07:26:05 main:574] : INFO : Epoch 1988 | loss: 0.0311782 | val_loss: 0.0311863 | Time: 1766.22 ms
[2021-12-10 07:26:06 main:574] : INFO : Epoch 1989 | loss: 0.0311766 | val_loss: 0.0311852 | Time: 1754.13 ms
[2021-12-10 07:26:08 main:574] : INFO : Epoch 1990 | loss: 0.0311772 | val_loss: 0.0311872 | Time: 1767.81 ms
[2021-12-10 07:26:10 main:574] : INFO : Epoch 1991 | loss: 0.0311782 | val_loss: 0.0311877 | Time: 1773.67 ms
[2021-12-10 07:26:12 main:574] : INFO : Epoch 1992 | loss: 0.0311808 | val_loss: 0.0311866 | Time: 1744.01 ms
[2021-12-10 07:26:13 main:574] : INFO : Epoch 1993 | loss: 0.0311788 | val_loss: 0.0311845 | Time: 1762.83 ms
[2021-12-10 07:26:15 main:574] : INFO : Epoch 1994 | loss: 0.0311792 | val_loss: 0.0311842 | Time: 1744.77 ms
[2021-12-10 07:26:17 main:574] : INFO : Epoch 1995 | loss: 0.0311782 | val_loss: 0.0311848 | Time: 1767.21 ms
[2021-12-10 07:26:19 main:574] : INFO : Epoch 1996 | loss: 0.0311785 | val_loss: 0.031185 | Time: 1762.99 ms
[2021-12-10 07:26:20 main:574] : INFO : Epoch 1997 | loss: 0.0311794 | val_loss: 0.0311891 | Time: 1752 ms
[2021-12-10 07:26:22 main:574] : INFO : Epoch 1998 | loss: 0.0311779 | val_loss: 0.0311841 | Time: 1742.06 ms
[2021-12-10 07:26:24 main:574] : INFO : Epoch 1999 | loss: 0.0311771 | val_loss: 0.0311882 | Time: 1749.85 ms
[2021-12-10 07:26:26 main:574] : INFO : Epoch 2000 | loss: 0.0311784 | val_loss: 0.031189 | Time: 1746.64 ms
[2021-12-10 07:26:27 main:574] : INFO : Epoch 2001 | loss: 0.0311815 | val_loss: 0.0311833 | Time: 1772.76 ms
[2021-12-10 07:26:29 main:574] : INFO : Epoch 2002 | loss: 0.0311812 | val_loss: 0.0311831 | Time: 1756.6 ms
[2021-12-10 07:26:31 main:574] : INFO : Epoch 2003 | loss: 0.0311808 | val_loss: 0.0311859 | Time: 1776.64 ms
[2021-12-10 07:26:33 main:574] : INFO : Epoch 2004 | loss: 0.031182 | val_loss: 0.0311829 | Time: 1748.76 ms
[2021-12-10 07:26:35 main:574] : INFO : Epoch 2005 | loss: 0.0311811 | val_loss: 0.0311851 | Time: 1772.06 ms
[2021-12-10 07:26:36 main:574] : INFO : Epoch 2006 | loss: 0.0311818 | val_loss: 0.0311834 | Time: 1746.28 ms
[2021-12-10 07:26:38 main:574] : INFO : Epoch 2007 | loss: 0.0311801 | val_loss: 0.0311835 | Time: 1757.23 ms
[2021-12-10 07:26:40 main:574] : INFO : Epoch 2008 | loss: 0.0311808 | val_loss: 0.031184 | Time: 1773.98 ms
[2021-12-10 07:26:42 main:574] : INFO : Epoch 2009 | loss: 0.0311814 | val_loss: 0.0311863 | Time: 1757.09 ms
[2021-12-10 07:26:43 main:574] : INFO : Epoch 2010 | loss: 0.0311802 | val_loss: 0.0311852 | Time: 1751.77 ms
[2021-12-10 07:26:45 main:574] : INFO : Epoch 2011 | loss: 0.0311794 | val_loss: 0.0311894 | Time: 1749.13 ms
[2021-12-10 07:26:47 main:574] : INFO : Epoch 2012 | loss: 0.0311803 | val_loss: 0.0311859 | Time: 1759.73 ms
[2021-12-10 07:26:49 main:574] : INFO : Epoch 2013 | loss: 0.0311794 | val_loss: 0.0311857 | Time: 1757.05 ms
[2021-12-10 07:26:50 main:574] : INFO : Epoch 2014 | loss: 0.0311791 | val_loss: 0.031184 | Time: 1758.85 ms
[2021-12-10 07:26:52 main:574] : INFO : Epoch 2015 | loss: 0.0311789 | val_loss: 0.0311839 | Time: 1761.03 ms
[2021-12-10 07:26:54 main:574] : INFO : Epoch 2016 | loss: 0.0311795 | val_loss: 0.0311844 | Time: 1755.6 ms
[2021-12-10 07:26:56 main:574] : INFO : Epoch 2017 | loss: 0.0311784 | val_loss: 0.0311846 | Time: 1759.23 ms
[2021-12-10 07:26:57 main:574] : INFO : Epoch 2018 | loss: 0.0311798 | val_loss: 0.0311857 | Time: 1746.75 ms
[2021-12-10 07:26:59 main:574] : INFO : Epoch 2019 | loss: 0.0311789 | val_loss: 0.0311918 | Time: 1734.99 ms
[2021-12-10 07:27:01 main:574] : INFO : Epoch 2020 | loss: 0.0311799 | val_loss: 0.0311833 | Time: 1786.99 ms
[2021-12-10 07:27:03 main:574] : INFO : Epoch 2021 | loss: 0.0311773 | val_loss: 0.0311827 | Time: 1760.86 ms
[2021-12-10 07:27:05 main:574] : INFO : Epoch 2022 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 1794.54 ms
[2021-12-10 07:27:06 main:574] : INFO : Epoch 2023 | loss: 0.0311772 | val_loss: 0.0311838 | Time: 1780.01 ms
[2021-12-10 07:27:08 main:574] : INFO : Epoch 2024 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 1749.62 ms
[2021-12-10 07:27:10 main:574] : INFO : Epoch 2025 | loss: 0.0311805 | val_loss: 0.0311856 | Time: 1750.74 ms
[2021-12-10 07:27:12 main:574] : INFO : Epoch 2026 | loss: 0.0311805 | val_loss: 0.0311847 | Time: 1767.68 ms
[2021-12-10 07:27:13 main:574] : INFO : Epoch 2027 | loss: 0.0311794 | val_loss: 0.031184 | Time: 1753.04 ms
[2021-12-10 07:27:15 main:574] : INFO : Epoch 2028 | loss: 0.0311808 | val_loss: 0.0311831 | Time: 1755.68 ms
[2021-12-10 07:27:17 main:574] : INFO : Epoch 2029 | loss: 0.0311796 | val_loss: 0.0311876 | Time: 1871.49 ms
[2021-12-10 07:27:19 main:574] : INFO : Epoch 2030 | loss: 0.031178 | val_loss: 0.0311836 | Time: 1757.25 ms
[2021-12-10 07:27:21 main:574] : INFO : Epoch 2031 | loss: 0.0311804 | val_loss: 0.0311879 | Time: 1776.02 ms
[2021-12-10 07:27:22 main:574] : INFO : Epoch 2032 | loss: 0.0311811 | val_loss: 0.0311868 | Time: 1754.15 ms
[2021-12-10 07:27:24 main:574] : INFO : Epoch 2033 | loss: 0.0311784 | val_loss: 0.0311842 | Time: 1762.31 ms
[2021-12-10 07:27:26 main:574] : INFO : Epoch 2034 | loss: 0.0311797 | val_loss: 0.0311877 | Time: 1766.97 ms
[2021-12-10 07:27:28 main:574] : INFO : Epoch 2035 | loss: 0.0311802 | val_loss: 0.0311892 | Time: 1792.92 ms
[2021-12-10 07:27:29 main:574] : INFO : Epoch 2036 | loss: 0.0311821 | val_loss: 0.0311888 | Time: 1757.68 ms
[2021-12-10 07:27:31 main:574] : INFO : Epoch 2037 | loss: 0.0311801 | val_loss: 0.0311913 | Time: 1742.97 ms
[2021-12-10 07:27:33 main:574] : INFO : Epoch 2038 | loss: 0.0311816 | val_loss: 0.0311858 | Time: 1764.98 ms
[2021-12-10 07:27:35 main:574] : INFO : Epoch 2039 | loss: 0.0311806 | val_loss: 0.0311858 | Time: 1840.41 ms
[2021-12-10 07:27:37 main:574] : INFO : Epoch 2040 | loss: 0.031179 | val_loss: 0.0311829 | Time: 1767.72 ms
[2021-12-10 07:27:38 main:574] : INFO : Epoch 2041 | loss: 0.0311783 | val_loss: 0.0311868 | Time: 1735.03 ms
[2021-12-10 07:27:40 main:574] : INFO : Epoch 2042 | loss: 0.0311795 | val_loss: 0.0311875 | Time: 1765.86 ms
[2021-12-10 07:27:42 main:574] : INFO : Epoch 2043 | loss: 0.0311796 | val_loss: 0.0311843 | Time: 1748.51 ms
[2021-12-10 07:27:44 main:574] : INFO : Epoch 2044 | loss: 0.0311781 | val_loss: 0.0311861 | Time: 1774.87 ms
[2021-12-10 07:27:45 main:574] : INFO : Epoch 2045 | loss: 0.0311796 | val_loss: 0.0311884 | Time: 1776.11 ms
[2021-12-10 07:27:47 main:574] : INFO : Epoch 2046 | loss: 0.031178 | val_loss: 0.0311839 | Time: 1752.18 ms
[2021-12-10 07:27:49 main:574] : INFO : Epoch 2047 | loss: 0.0311788 | val_loss: 0.0311851 | Time: 1756.6 ms
[2021-12-10 07:27:51 main:574] : INFO : Epoch 2048 | loss: 0.0311792 | val_loss: 0.031187 | Time: 1747.95 ms
[2021-12-10 07:27:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031187
[2021-12-10 07:27:51 main:603] : INFO : Saving end state to config to file
[2021-12-10 07:27:51 main:608] : INFO : Success, exiting..
07:27:51 (12624): 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)