Task 14551433
| Name | ParityModified-1647043918-18451-3-0_0 |
| Workunit | 11575833 |
| Created | 8 Apr 2022, 19:40:43 UTC |
| Sent | 10 Apr 2022, 12:38:37 UTC |
| Report deadline | 18 Apr 2022, 12:38:37 UTC |
| Received | 10 Apr 2022, 15:57:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 5 min 42 sec |
| CPU time | 1 hours 5 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311682 | val_loss: 0.0311907 | Time: 1918.88 ms
[2022-04-10 16:41:03 main:574] : INFO : Epoch 1543 | loss: 0.0311694 | val_loss: 0.0311852 | Time: 1902.85 ms
[2022-04-10 16:41:05 main:574] : INFO : Epoch 1544 | loss: 0.0311673 | val_loss: 0.0311868 | Time: 1893.29 ms
[2022-04-10 16:41:07 main:574] : INFO : Epoch 1545 | loss: 0.0311687 | val_loss: 0.031184 | Time: 1904.24 ms
[2022-04-10 16:41:09 main:574] : INFO : Epoch 1546 | loss: 0.0311683 | val_loss: 0.0311862 | Time: 1891.87 ms
[2022-04-10 16:41:11 main:574] : INFO : Epoch 1547 | loss: 0.0311688 | val_loss: 0.031185 | Time: 1896.46 ms
[2022-04-10 16:41:13 main:574] : INFO : Epoch 1548 | loss: 0.0311681 | val_loss: 0.031185 | Time: 1896.6 ms
[2022-04-10 16:41:14 main:574] : INFO : Epoch 1549 | loss: 0.0311687 | val_loss: 0.0311892 | Time: 1900.64 ms
[2022-04-10 16:41:16 main:574] : INFO : Epoch 1550 | loss: 0.0311709 | val_loss: 0.0311842 | Time: 1893.33 ms
[2022-04-10 16:41:18 main:574] : INFO : Epoch 1551 | loss: 0.0311693 | val_loss: 0.0311854 | Time: 1901.05 ms
[2022-04-10 16:41:20 main:574] : INFO : Epoch 1552 | loss: 0.0311698 | val_loss: 0.0311867 | Time: 1893.3 ms
[2022-04-10 16:41:22 main:574] : INFO : Epoch 1553 | loss: 0.0311709 | val_loss: 0.0311897 | Time: 1897.25 ms
[2022-04-10 16:41:24 main:574] : INFO : Epoch 1554 | loss: 0.0311691 | val_loss: 0.031185 | Time: 1897.54 ms
[2022-04-10 16:41:26 main:574] : INFO : Epoch 1555 | loss: 0.0311694 | val_loss: 0.0311836 | Time: 1896.55 ms
[2022-04-10 16:41:28 main:574] : INFO : Epoch 1556 | loss: 0.0311713 | val_loss: 0.0311822 | Time: 1902.62 ms
[2022-04-10 16:41:30 main:574] : INFO : Epoch 1557 | loss: 0.0311702 | val_loss: 0.0311874 | Time: 1896.94 ms
[2022-04-10 16:41:32 main:574] : INFO : Epoch 1558 | loss: 0.0311709 | val_loss: 0.0311825 | Time: 1888.41 ms
[2022-04-10 16:41:33 main:574] : INFO : Epoch 1559 | loss: 0.0311696 | val_loss: 0.0311827 | Time: 1892.49 ms
[2022-04-10 16:41:35 main:574] : INFO : Epoch 1560 | loss: 0.0311689 | val_loss: 0.0311847 | Time: 1899.39 ms
[2022-04-10 16:41:37 main:574] : INFO : Epoch 1561 | loss: 0.0311697 | val_loss: 0.0311832 | Time: 1898.23 ms
[2022-04-10 16:41:39 main:574] : INFO : Epoch 1562 | loss: 0.0311698 | val_loss: 0.0311855 | Time: 1894.12 ms
[2022-04-10 16:41:41 main:574] : INFO : Epoch 1563 | loss: 0.0311719 | val_loss: 0.0311862 | Time: 1898.55 ms
[2022-04-10 16:41:43 main:574] : INFO : Epoch 1564 | loss: 0.0311693 | val_loss: 0.0311827 | Time: 1893.87 ms
[2022-04-10 16:41:45 main:574] : INFO : Epoch 1565 | loss: 0.0311668 | val_loss: 0.0311811 | Time: 1902.07 ms
[2022-04-10 16:41:47 main:574] : INFO : Epoch 1566 | loss: 0.0311687 | val_loss: 0.0311849 | Time: 1902.66 ms
[2022-04-10 16:41:49 main:574] : INFO : Epoch 1567 | loss: 0.0311685 | val_loss: 0.0311855 | Time: 1891.2 ms
[2022-04-10 16:41:51 main:574] : INFO : Epoch 1568 | loss: 0.0311713 | val_loss: 0.0311848 | Time: 1898.96 ms
[2022-04-10 16:41:53 main:574] : INFO : Epoch 1569 | loss: 0.0311711 | val_loss: 0.0311838 | Time: 1902.54 ms
[2022-04-10 16:41:54 main:574] : INFO : Epoch 1570 | loss: 0.0311701 | val_loss: 0.0311821 | Time: 1905.4 ms
[2022-04-10 16:41:56 main:574] : INFO : Epoch 1571 | loss: 0.031173 | val_loss: 0.0311835 | Time: 1899.64 ms
[2022-04-10 16:41:58 main:574] : INFO : Epoch 1572 | loss: 0.0311726 | val_loss: 0.031182 | Time: 1892.78 ms
[2022-04-10 16:42:00 main:574] : INFO : Epoch 1573 | loss: 0.0311721 | val_loss: 0.0311826 | Time: 1898.1 ms
[2022-04-10 16:42:02 main:574] : INFO : Epoch 1574 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 1894.5 ms
[2022-04-10 16:42:04 main:574] : INFO : Epoch 1575 | loss: 0.0311744 | val_loss: 0.0311817 | Time: 1903.22 ms
[2022-04-10 16:42:06 main:574] : INFO : Epoch 1576 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 1903.42 ms
[2022-04-10 16:42:08 main:574] : INFO : Epoch 1577 | loss: 0.0311715 | val_loss: 0.0311812 | Time: 1901.15 ms
[2022-04-10 16:42:10 main:574] : INFO : Epoch 1578 | loss: 0.0311719 | val_loss: 0.0311825 | Time: 1901.81 ms
[2022-04-10 16:42:12 main:574] : INFO : Epoch 1579 | loss: 0.0311711 | val_loss: 0.0311827 | Time: 1896.4 ms
[2022-04-10 16:42:13 main:574] : INFO : Epoch 1580 | loss: 0.0311695 | val_loss: 0.0311809 | Time: 1906.55 ms
[2022-04-10 16:42:15 main:574] : INFO : Epoch 1581 | loss: 0.0311706 | val_loss: 0.0311831 | Time: 1902.04 ms
[2022-04-10 16:42:17 main:574] : INFO : Epoch 1582 | loss: 0.0311718 | val_loss: 0.0311917 | Time: 1904.29 ms
[2022-04-10 16:42:19 main:574] : INFO : Epoch 1583 | loss: 0.0311848 | val_loss: 0.0311902 | Time: 1896.21 ms
[2022-04-10 16:42:21 main:574] : INFO : Epoch 1584 | loss: 0.0311815 | val_loss: 0.0311885 | Time: 1894.92 ms
[2022-04-10 16:42:23 main:574] : INFO : Epoch 1585 | loss: 0.0311821 | val_loss: 0.0311987 | Time: 1899.2 ms
[2022-04-10 16:42:25 main:574] : INFO : Epoch 1586 | loss: 0.0311973 | val_loss: 0.0312035 | Time: 1900.24 ms
[2022-04-10 16:42:27 main:574] : INFO : Epoch 1587 | loss: 0.0312017 | val_loss: 0.0312071 | Time: 1899.13 ms
[2022-04-10 16:42:29 main:574] : INFO : Epoch 1588 | loss: 0.0312027 | val_loss: 0.0312037 | Time: 1899.58 ms
[2022-04-10 16:42:31 main:574] : INFO : Epoch 1589 | loss: 0.0311987 | val_loss: 0.0312005 | Time: 1900.57 ms
[2022-04-10 16:42:32 main:574] : INFO : Epoch 1590 | loss: 0.0311968 | val_loss: 0.0311977 | Time: 1897.39 ms
[2022-04-10 16:42:34 main:574] : INFO : Epoch 1591 | loss: 0.031194 | val_loss: 0.0311963 | Time: 1898.55 ms
[2022-04-10 16:42:36 main:574] : INFO : Epoch 1592 | loss: 0.0311921 | val_loss: 0.0311955 | Time: 1898.79 ms
[2022-04-10 16:42:38 main:574] : INFO : Epoch 1593 | loss: 0.0311928 | val_loss: 0.0311985 | Time: 1895.25 ms
[2022-04-10 16:42:40 main:574] : INFO : Epoch 1594 | loss: 0.031193 | val_loss: 0.0311969 | Time: 1897.28 ms
[2022-04-10 16:42:42 main:574] : INFO : Epoch 1595 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 1901.91 ms
[2022-04-10 16:42:44 main:574] : INFO : Epoch 1596 | loss: 0.0311892 | val_loss: 0.031193 | Time: 1900.97 ms
[2022-04-10 16:42:46 main:574] : INFO : Epoch 1597 | loss: 0.0311883 | val_loss: 0.0311936 | Time: 1898.09 ms
[2022-04-10 16:42:48 main:574] : INFO : Epoch 1598 | loss: 0.0311882 | val_loss: 0.0311927 | Time: 1897.32 ms
[2022-04-10 16:42:50 main:574] : INFO : Epoch 1599 | loss: 0.0311884 | val_loss: 0.0311958 | Time: 1897.05 ms
[2022-04-10 16:42:52 main:574] : INFO : Epoch 1600 | loss: 0.0311889 | val_loss: 0.0311933 | Time: 1907.24 ms
[2022-04-10 16:42:53 main:574] : INFO : Epoch 1601 | loss: 0.0311948 | val_loss: 0.0312052 | Time: 1899.32 ms
[2022-04-10 16:42:55 main:574] : INFO : Epoch 1602 | loss: 0.0312094 | val_loss: 0.0312077 | Time: 1910.4 ms
[2022-04-10 16:42:57 main:574] : INFO : Epoch 1603 | loss: 0.0312056 | val_loss: 0.0312036 | Time: 1900.67 ms
[2022-04-10 16:42:59 main:574] : INFO : Epoch 1604 | loss: 0.0312013 | val_loss: 0.0311968 | Time: 1897.87 ms
[2022-04-10 16:43:01 main:574] : INFO : Epoch 1605 | loss: 0.0311972 | val_loss: 0.0311954 | Time: 1905.12 ms
[2022-04-10 16:43:03 main:574] : INFO : Epoch 1606 | loss: 0.0311953 | val_loss: 0.0311923 | Time: 1896.55 ms
[2022-04-10 16:43:05 main:574] : INFO : Epoch 1607 | loss: 0.0311921 | val_loss: 0.031194 | Time: 1896.9 ms
[2022-04-10 16:43:07 main:574] : INFO : Epoch 1608 | loss: 0.0311903 | val_loss: 0.0311905 | Time: 1903.79 ms
[2022-04-10 16:43:09 main:574] : INFO : Epoch 1609 | loss: 0.0311883 | val_loss: 0.0311888 | Time: 1898.68 ms
[2022-04-10 16:43:11 main:574] : INFO : Epoch 1610 | loss: 0.0311894 | val_loss: 0.0311894 | Time: 1904.12 ms
[2022-04-10 16:43:13 main:574] : INFO : Epoch 1611 | loss: 0.0311879 | val_loss: 0.0311896 | Time: 1900.53 ms
[2022-04-10 16:43:14 main:574] : INFO : Epoch 1612 | loss: 0.0311866 | val_loss: 0.031187 | Time: 1891.86 ms
[2022-04-10 16:43:16 main:574] : INFO : Epoch 1613 | loss: 0.0311858 | val_loss: 0.0311872 | Time: 1898.59 ms
[2022-04-10 16:43:18 main:574] : INFO : Epoch 1614 | loss: 0.0311862 | val_loss: 0.0311861 | Time: 1904.95 ms
[2022-04-10 16:43:20 main:574] : INFO : Epoch 1615 | loss: 0.0311859 | val_loss: 0.0311879 | Time: 1895.48 ms
[2022-04-10 16:43:22 main:574] : INFO : Epoch 1616 | loss: 0.0311854 | val_loss: 0.0311872 | Time: 1903.21 ms
[2022-04-10 16:43:24 main:574] : INFO : Epoch 1617 | loss: 0.0311863 | val_loss: 0.0311863 | Time: 1903.17 ms
[2022-04-10 16:43:26 main:574] : INFO : Epoch 1618 | loss: 0.0311853 | val_loss: 0.0311859 | Time: 1900.54 ms
[2022-04-10 16:43:28 main:574] : INFO : Epoch 1619 | loss: 0.0311849 | val_loss: 0.0311871 | Time: 1900.34 ms
[2022-04-10 16:43:30 main:574] : INFO : Epoch 1620 | loss: 0.0311843 | val_loss: 0.0311864 | Time: 1893.38 ms
[2022-04-10 16:43:32 main:574] : INFO : Epoch 1621 | loss: 0.0311852 | val_loss: 0.0311893 | Time: 1899.56 ms
[2022-04-10 16:43:33 main:574] : INFO : Epoch 1622 | loss: 0.0311853 | val_loss: 0.0311863 | Time: 1898.64 ms
[2022-04-10 16:43:35 main:574] : INFO : Epoch 1623 | loss: 0.0311842 | val_loss: 0.031186 | Time: 1895.84 ms
[2022-04-10 16:43:37 main:574] : INFO : Epoch 1624 | loss: 0.0311837 | val_loss: 0.0311868 | Time: 1898.87 ms
[2022-04-10 16:43:39 main:574] : INFO : Epoch 1625 | loss: 0.0311841 | val_loss: 0.0311863 | Time: 1899.13 ms
[2022-04-10 16:43:41 main:574] : INFO : Epoch 1626 | loss: 0.0311843 | val_loss: 0.0311868 | Time: 1902.8 ms
[2022-04-10 16:43:43 main:574] : INFO : Epoch 1627 | loss: 0.0311869 | val_loss: 0.0311874 | Time: 1896.64 ms
[2022-04-10 16:43:45 main:574] : INFO : Epoch 1628 | loss: 0.0311859 | val_loss: 0.0311867 | Time: 1898.7 ms
[2022-04-10 16:43:47 main:574] : INFO : Epoch 1629 | loss: 0.0311884 | val_loss: 0.0311867 | Time: 1895.6 ms
[2022-04-10 16:43:49 main:574] : INFO : Epoch 1630 | loss: 0.0311868 | val_loss: 0.0311901 | Time: 1898.59 ms
[2022-04-10 16:43:51 main:574] : INFO : Epoch 1631 | loss: 0.0311848 | val_loss: 0.0311893 | Time: 1893.03 ms
[2022-04-10 16:43:52 main:574] : INFO : Epoch 1632 | loss: 0.0311844 | val_loss: 0.0311886 | Time: 1898.46 ms
[2022-04-10 16:43:54 main:574] : INFO : Epoch 1633 | loss: 0.0311874 | val_loss: 0.0311866 | Time: 1891.17 ms
[2022-04-10 16:43:56 main:574] : INFO : Epoch 1634 | loss: 0.0311854 | val_loss: 0.0311872 | Time: 1897.87 ms
[2022-04-10 16:43:58 main:574] : INFO : Epoch 1635 | loss: 0.031189 | val_loss: 0.0311907 | Time: 1899.55 ms
[2022-04-10 16:44:00 main:574] : INFO : Epoch 1636 | loss: 0.0311841 | val_loss: 0.0311872 | Time: 1891.32 ms
[2022-04-10 16:44:02 main:574] : INFO : Epoch 1637 | loss: 0.0311837 | val_loss: 0.0311875 | Time: 1895.82 ms
[2022-04-10 16:44:04 main:574] : INFO : Epoch 1638 | loss: 0.0311834 | val_loss: 0.0311871 | Time: 1903.11 ms
[2022-04-10 16:44:06 main:574] : INFO : Epoch 1639 | loss: 0.0311838 | val_loss: 0.0311889 | Time: 1899.12 ms
[2022-04-10 16:44:08 main:574] : INFO : Epoch 1640 | loss: 0.0311844 | val_loss: 0.0311903 | Time: 1895.78 ms
[2022-04-10 16:44:10 main:574] : INFO : Epoch 1641 | loss: 0.0311849 | val_loss: 0.0311864 | Time: 1900.75 ms
[2022-04-10 16:44:12 main:574] : INFO : Epoch 1642 | loss: 0.031184 | val_loss: 0.0311864 | Time: 1903.57 ms
[2022-04-10 16:44:13 main:574] : INFO : Epoch 1643 | loss: 0.0311847 | val_loss: 0.0311911 | Time: 1894.45 ms
[2022-04-10 16:44:15 main:574] : INFO : Epoch 1644 | loss: 0.0311848 | val_loss: 0.0311879 | Time: 1896.81 ms
[2022-04-10 16:44:17 main:574] : INFO : Epoch 1645 | loss: 0.0311831 | val_loss: 0.0311892 | Time: 1902.5 ms
[2022-04-10 16:44:19 main:574] : INFO : Epoch 1646 | loss: 0.0311844 | val_loss: 0.0311878 | Time: 1899.81 ms
[2022-04-10 16:44:21 main:574] : INFO : Epoch 1647 | loss: 0.0311869 | val_loss: 0.0311878 | Time: 1902.82 ms
[2022-04-10 16:44:23 main:574] : INFO : Epoch 1648 | loss: 0.0311848 | val_loss: 0.0311866 | Time: 1902.32 ms
[2022-04-10 16:44:25 main:574] : INFO : Epoch 1649 | loss: 0.0311844 | val_loss: 0.0311863 | Time: 1895.2 ms
[2022-04-10 16:44:27 main:574] : INFO : Epoch 1650 | loss: 0.0311839 | val_loss: 0.0311866 | Time: 1902.62 ms
[2022-04-10 16:44:29 main:574] : INFO : Epoch 1651 | loss: 0.031183 | val_loss: 0.0311864 | Time: 1895.23 ms
[2022-04-10 16:44:31 main:574] : INFO : Epoch 1652 | loss: 0.0311822 | val_loss: 0.0311874 | Time: 1898.12 ms
[2022-04-10 16:44:32 main:574] : INFO : Epoch 1653 | loss: 0.0311827 | val_loss: 0.0311873 | Time: 1902.51 ms
[2022-04-10 16:44:34 main:574] : INFO : Epoch 1654 | loss: 0.0311839 | val_loss: 0.0311876 | Time: 1902.91 ms
[2022-04-10 16:44:36 main:574] : INFO : Epoch 1655 | loss: 0.0311828 | val_loss: 0.0311858 | Time: 1894.22 ms
[2022-04-10 16:44:38 main:574] : INFO : Epoch 1656 | loss: 0.0311835 | val_loss: 0.0311869 | Time: 1901.95 ms
[2022-04-10 16:44:40 main:574] : INFO : Epoch 1657 | loss: 0.0311844 | val_loss: 0.0311863 | Time: 1898.92 ms
[2022-04-10 16:44:42 main:574] : INFO : Epoch 1658 | loss: 0.0311852 | val_loss: 0.0311907 | Time: 1898.64 ms
[2022-04-10 16:44:44 main:574] : INFO : Epoch 1659 | loss: 0.0311852 | val_loss: 0.031188 | Time: 1897.25 ms
[2022-04-10 16:44:46 main:574] : INFO : Epoch 1660 | loss: 0.0311847 | val_loss: 0.0311869 | Time: 1896.87 ms
[2022-04-10 16:44:48 main:574] : INFO : Epoch 1661 | loss: 0.0311836 | val_loss: 0.0311859 | Time: 1898.05 ms
[2022-04-10 16:44:50 main:574] : INFO : Epoch 1662 | loss: 0.0311837 | val_loss: 0.0311859 | Time: 1897.44 ms
[2022-04-10 16:44:51 main:574] : INFO : Epoch 1663 | loss: 0.0311838 | val_loss: 0.0311859 | Time: 1900.62 ms
[2022-04-10 16:44:53 main:574] : INFO : Epoch 1664 | loss: 0.0311842 | val_loss: 0.0311849 | Time: 1903.02 ms
[2022-04-10 16:44:55 main:574] : INFO : Epoch 1665 | loss: 0.0311834 | val_loss: 0.0311849 | Time: 1898.83 ms
[2022-04-10 16:44:57 main:574] : INFO : Epoch 1666 | loss: 0.0311841 | val_loss: 0.0311849 | Time: 1900.68 ms
[2022-04-10 16:44:59 main:574] : INFO : Epoch 1667 | loss: 0.031183 | val_loss: 0.0311893 | Time: 1898.23 ms
[2022-04-10 16:45:01 main:574] : INFO : Epoch 1668 | loss: 0.0311851 | val_loss: 0.0311878 | Time: 1898.91 ms
[2022-04-10 16:45:03 main:574] : INFO : Epoch 1669 | loss: 0.0311839 | val_loss: 0.0311856 | Time: 1902.1 ms
[2022-04-10 16:45:05 main:574] : INFO : Epoch 1670 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 1902.99 ms
[2022-04-10 16:45:07 main:574] : INFO : Epoch 1671 | loss: 0.0311858 | val_loss: 0.0311925 | Time: 1894.29 ms
[2022-04-10 16:45:09 main:574] : INFO : Epoch 1672 | loss: 0.0311852 | val_loss: 0.0311854 | Time: 1907.32 ms
[2022-04-10 16:45:11 main:574] : INFO : Epoch 1673 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 1901.23 ms
[2022-04-10 16:45:12 main:574] : INFO : Epoch 1674 | loss: 0.0311837 | val_loss: 0.0311883 | Time: 1900.11 ms
[2022-04-10 16:45:14 main:574] : INFO : Epoch 1675 | loss: 0.0311829 | val_loss: 0.0311846 | Time: 1898 ms
[2022-04-10 16:45:16 main:574] : INFO : Epoch 1676 | loss: 0.0311833 | val_loss: 0.0311859 | Time: 1897.55 ms
[2022-04-10 16:45:18 main:574] : INFO : Epoch 1677 | loss: 0.0311853 | val_loss: 0.0311864 | Time: 1896.43 ms
[2022-04-10 16:45:20 main:574] : INFO : Epoch 1678 | loss: 0.0311847 | val_loss: 0.031185 | Time: 1901.57 ms
[2022-04-10 16:45:22 main:574] : INFO : Epoch 1679 | loss: 0.0311851 | val_loss: 0.0311848 | Time: 1900.42 ms
[2022-04-10 16:45:24 main:574] : INFO : Epoch 1680 | loss: 0.0311828 | val_loss: 0.0311872 | Time: 1900.69 ms
[2022-04-10 16:45:26 main:574] : INFO : Epoch 1681 | loss: 0.0311822 | val_loss: 0.0311882 | Time: 1901.02 ms
[2022-04-10 16:45:28 main:574] : INFO : Epoch 1682 | loss: 0.0311826 | val_loss: 0.0311852 | Time: 1900.02 ms
[2022-04-10 16:45:30 main:574] : INFO : Epoch 1683 | loss: 0.0311821 | val_loss: 0.0311857 | Time: 1904.83 ms
[2022-04-10 16:45:31 main:574] : INFO : Epoch 1684 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 1897.84 ms
[2022-04-10 16:45:33 main:574] : INFO : Epoch 1685 | loss: 0.0311812 | val_loss: 0.0311849 | Time: 1899.87 ms
[2022-04-10 16:45:35 main:574] : INFO : Epoch 1686 | loss: 0.0311816 | val_loss: 0.0311884 | Time: 1893.23 ms
[2022-04-10 16:45:37 main:574] : INFO : Epoch 1687 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 1895.8 ms
[2022-04-10 16:45:39 main:574] : INFO : Epoch 1688 | loss: 0.0311815 | val_loss: 0.0311857 | Time: 1900.13 ms
[2022-04-10 16:45:41 main:574] : INFO : Epoch 1689 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 1899.23 ms
[2022-04-10 16:45:43 main:574] : INFO : Epoch 1690 | loss: 0.0311813 | val_loss: 0.0311827 | Time: 1899.12 ms
[2022-04-10 16:45:45 main:574] : INFO : Epoch 1691 | loss: 0.0311821 | val_loss: 0.0311872 | Time: 1893.98 ms
[2022-04-10 16:45:47 main:574] : INFO : Epoch 1692 | loss: 0.0311815 | val_loss: 0.0311834 | Time: 1896.15 ms
[2022-04-10 16:45:49 main:574] : INFO : Epoch 1693 | loss: 0.0311817 | val_loss: 0.0311843 | Time: 1896.94 ms
[2022-04-10 16:45:51 main:574] : INFO : Epoch 1694 | loss: 0.0311805 | val_loss: 0.0311839 | Time: 1907.07 ms
[2022-04-10 16:45:52 main:574] : INFO : Epoch 1695 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 1896.86 ms
[2022-04-10 16:45:54 main:574] : INFO : Epoch 1696 | loss: 0.0311798 | val_loss: 0.0311878 | Time: 1903.82 ms
[2022-04-10 16:45:56 main:574] : INFO : Epoch 1697 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 1902.52 ms
[2022-04-10 16:45:58 main:574] : INFO : Epoch 1698 | loss: 0.0311804 | val_loss: 0.0311822 | Time: 1897.35 ms
[2022-04-10 16:46:00 main:574] : INFO : Epoch 1699 | loss: 0.0311807 | val_loss: 0.0311837 | Time: 1900.84 ms
[2022-04-10 16:46:02 main:574] : INFO : Epoch 1700 | loss: 0.031181 | val_loss: 0.0311843 | Time: 1902.06 ms
[2022-04-10 16:46:04 main:574] : INFO : Epoch 1701 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 1907.12 ms
[2022-04-10 16:46:06 main:574] : INFO : Epoch 1702 | loss: 0.03118 | val_loss: 0.0311833 | Time: 1899.36 ms
[2022-04-10 16:46:08 main:574] : INFO : Epoch 1703 | loss: 0.0311816 | val_loss: 0.0311871 | Time: 1903.29 ms
[2022-04-10 16:46:10 main:574] : INFO : Epoch 1704 | loss: 0.0311804 | val_loss: 0.0311853 | Time: 1911.23 ms
[2022-04-10 16:46:11 main:574] : INFO : Epoch 1705 | loss: 0.0311798 | val_loss: 0.0311841 | Time: 1898.54 ms
[2022-04-10 16:46:13 main:574] : INFO : Epoch 1706 | loss: 0.0311801 | val_loss: 0.0311864 | Time: 1902.81 ms
[2022-04-10 16:46:15 main:574] : INFO : Epoch 1707 | loss: 0.031179 | val_loss: 0.031183 | Time: 1901.4 ms
[2022-04-10 16:46:17 main:574] : INFO : Epoch 1708 | loss: 0.0311796 | val_loss: 0.0311838 | Time: 1900.77 ms
[2022-04-10 16:46:19 main:574] : INFO : Epoch 1709 | loss: 0.0311807 | val_loss: 0.0311851 | Time: 1904.68 ms
[2022-04-10 16:46:21 main:574] : INFO : Epoch 1710 | loss: 0.0311804 | val_loss: 0.0311889 | Time: 1900 ms
[2022-04-10 16:46:23 main:574] : INFO : Epoch 1711 | loss: 0.0311812 | val_loss: 0.0311837 | Time: 1900.71 ms
[2022-04-10 16:46:25 main:574] : INFO : Epoch 1712 | loss: 0.0311798 | val_loss: 0.0311825 | Time: 1901.2 ms
[2022-04-10 16:46:27 main:574] : INFO : Epoch 1713 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 1902.14 ms
[2022-04-10 16:46:29 main:574] : INFO : Epoch 1714 | loss: 0.0311829 | val_loss: 0.031186 | Time: 1893.45 ms
[2022-04-10 16:46:31 main:574] : INFO : Epoch 1715 | loss: 0.0311823 | val_loss: 0.0311852 | Time: 1898.26 ms
[2022-04-10 16:46:32 main:574] : INFO : Epoch 1716 | loss: 0.0311794 | val_loss: 0.0311821 | Time: 1896.38 ms
[2022-04-10 16:46:34 main:574] : INFO : Epoch 1717 | loss: 0.0311791 | val_loss: 0.0311822 | Time: 1911.18 ms
[2022-04-10 16:46:36 main:574] : INFO : Epoch 1718 | loss: 0.03118 | val_loss: 0.0311821 | Time: 1905.19 ms
[2022-04-10 16:46:38 main:574] : INFO : Epoch 1719 | loss: 0.0311803 | val_loss: 0.0311867 | Time: 1890.76 ms
[2022-04-10 16:46:40 main:574] : INFO : Epoch 1720 | loss: 0.0311814 | val_loss: 0.0311843 | Time: 1902.01 ms
[2022-04-10 16:46:42 main:574] : INFO : Epoch 1721 | loss: 0.031179 | val_loss: 0.0311833 | Time: 1904.38 ms
[2022-04-10 16:46:44 main:574] : INFO : Epoch 1722 | loss: 0.0311796 | val_loss: 0.0311858 | Time: 1897.8 ms
[2022-04-10 16:46:46 main:574] : INFO : Epoch 1723 | loss: 0.0311914 | val_loss: 0.0311961 | Time: 1900.18 ms
[2022-04-10 16:46:48 main:574] : INFO : Epoch 1724 | loss: 0.0311889 | val_loss: 0.0311914 | Time: 1904.21 ms
[2022-04-10 16:46:50 main:574] : INFO : Epoch 1725 | loss: 0.0311843 | val_loss: 0.0311873 | Time: 1900.43 ms
[2022-04-10 16:46:52 main:574] : INFO : Epoch 1726 | loss: 0.031184 | val_loss: 0.0311846 | Time: 1897.18 ms
[2022-04-10 16:46:53 main:574] : INFO : Epoch 1727 | loss: 0.0311856 | val_loss: 0.0311857 | Time: 1893.64 ms
[2022-04-10 16:46:55 main:574] : INFO : Epoch 1728 | loss: 0.0311826 | val_loss: 0.0311876 | Time: 1897.37 ms
[2022-04-10 16:46:57 main:574] : INFO : Epoch 1729 | loss: 0.031182 | val_loss: 0.031188 | Time: 1904.25 ms
[2022-04-10 16:46:59 main:574] : INFO : Epoch 1730 | loss: 0.0311808 | val_loss: 0.0311823 | Time: 1907.15 ms
[2022-04-10 16:47:01 main:574] : INFO : Epoch 1731 | loss: 0.0311789 | val_loss: 0.0311837 | Time: 1894.85 ms
[2022-04-10 16:47:03 main:574] : INFO : Epoch 1732 | loss: 0.0311786 | val_loss: 0.0311837 | Time: 1898.92 ms
[2022-04-10 16:47:05 main:574] : INFO : Epoch 1733 | loss: 0.031179 | val_loss: 0.0311833 | Time: 1904.93 ms
[2022-04-10 16:47:07 main:574] : INFO : Epoch 1734 | loss: 0.0311792 | val_loss: 0.0311817 | Time: 1904.03 ms
[2022-04-10 16:47:09 main:574] : INFO : Epoch 1735 | loss: 0.0311788 | val_loss: 0.0311923 | Time: 1903.08 ms
[2022-04-10 16:47:11 main:574] : INFO : Epoch 1736 | loss: 0.0311806 | val_loss: 0.0311827 | Time: 1903.92 ms
[2022-04-10 16:47:12 main:574] : INFO : Epoch 1737 | loss: 0.0311778 | val_loss: 0.0311822 | Time: 1899.52 ms
[2022-04-10 16:47:14 main:574] : INFO : Epoch 1738 | loss: 0.0311784 | val_loss: 0.0311834 | Time: 1900.67 ms
[2022-04-10 16:47:16 main:574] : INFO : Epoch 1739 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 1901.94 ms
[2022-04-10 16:47:18 main:574] : INFO : Epoch 1740 | loss: 0.0311776 | val_loss: 0.031185 | Time: 1902.93 ms
[2022-04-10 16:47:20 main:574] : INFO : Epoch 1741 | loss: 0.0311778 | val_loss: 0.0311849 | Time: 1891.48 ms
[2022-04-10 16:47:22 main:574] : INFO : Epoch 1742 | loss: 0.0311782 | val_loss: 0.031184 | Time: 1895.33 ms
[2022-04-10 16:47:24 main:574] : INFO : Epoch 1743 | loss: 0.0311778 | val_loss: 0.0311831 | Time: 1895.8 ms
[2022-04-10 16:47:26 main:574] : INFO : Epoch 1744 | loss: 0.031179 | val_loss: 0.0311855 | Time: 1906.33 ms
[2022-04-10 16:47:28 main:574] : INFO : Epoch 1745 | loss: 0.0311775 | val_loss: 0.0311833 | Time: 1898.61 ms
[2022-04-10 16:47:30 main:574] : INFO : Epoch 1746 | loss: 0.0311767 | val_loss: 0.0311869 | Time: 1900.35 ms
[2022-04-10 16:47:32 main:574] : INFO : Epoch 1747 | loss: 0.0311781 | val_loss: 0.0311837 | Time: 1902.07 ms
[2022-04-10 16:47:33 main:574] : INFO : Epoch 1748 | loss: 0.0311776 | val_loss: 0.0311847 | Time: 1903.98 ms
[2022-04-10 16:47:35 main:574] : INFO : Epoch 1749 | loss: 0.0311781 | val_loss: 0.0311837 | Time: 1899.24 ms
[2022-04-10 16:47:37 main:574] : INFO : Epoch 1750 | loss: 0.0311767 | val_loss: 0.0311823 | Time: 1898.05 ms
[2022-04-10 16:47:39 main:574] : INFO : Epoch 1751 | loss: 0.0311769 | val_loss: 0.0311848 | Time: 1896.34 ms
[2022-04-10 16:47:41 main:574] : INFO : Epoch 1752 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 1896.7 ms
[2022-04-10 16:47:43 main:574] : INFO : Epoch 1753 | loss: 0.0311773 | val_loss: 0.0311817 | Time: 1899.76 ms
[2022-04-10 16:47:45 main:574] : INFO : Epoch 1754 | loss: 0.031178 | val_loss: 0.0311819 | Time: 1900.12 ms
[2022-04-10 16:47:47 main:574] : INFO : Epoch 1755 | loss: 0.0311758 | val_loss: 0.0311822 | Time: 1904.82 ms
[2022-04-10 16:47:49 main:574] : INFO : Epoch 1756 | loss: 0.0311759 | val_loss: 0.0311885 | Time: 1898.63 ms
[2022-04-10 16:47:51 main:574] : INFO : Epoch 1757 | loss: 0.0311787 | val_loss: 0.0311822 | Time: 1894.12 ms
[2022-04-10 16:47:52 main:574] : INFO : Epoch 1758 | loss: 0.0311773 | val_loss: 0.0311828 | Time: 1894.84 ms
[2022-04-10 16:47:54 main:574] : INFO : Epoch 1759 | loss: 0.0311758 | val_loss: 0.0311824 | Time: 1899.42 ms
[2022-04-10 16:47:56 main:574] : INFO : Epoch 1760 | loss: 0.0311762 | val_loss: 0.0311864 | Time: 1900.27 ms
[2022-04-10 16:47:58 main:574] : INFO : Epoch 1761 | loss: 0.0311762 | val_loss: 0.0311818 | Time: 1898.79 ms
[2022-04-10 16:48:00 main:574] : INFO : Epoch 1762 | loss: 0.0311761 | val_loss: 0.0311808 | Time: 1897.25 ms
[2022-04-10 16:48:02 main:574] : INFO : Epoch 1763 | loss: 0.0311756 | val_loss: 0.0311871 | Time: 1901.62 ms
[2022-04-10 16:48:04 main:574] : INFO : Epoch 1764 | loss: 0.0311781 | val_loss: 0.0311824 | Time: 1901 ms
[2022-04-10 16:48:06 main:574] : INFO : Epoch 1765 | loss: 0.031176 | val_loss: 0.0311822 | Time: 1899.28 ms
[2022-04-10 16:48:08 main:574] : INFO : Epoch 1766 | loss: 0.0311763 | val_loss: 0.0311815 | Time: 1905.69 ms
[2022-04-10 16:48:10 main:574] : INFO : Epoch 1767 | loss: 0.0311749 | val_loss: 0.031182 | Time: 1902.88 ms
[2022-04-10 16:48:12 main:574] : INFO : Epoch 1768 | loss: 0.0311757 | val_loss: 0.0311816 | Time: 1899.63 ms
[2022-04-10 16:48:13 main:574] : INFO : Epoch 1769 | loss: 0.0311789 | val_loss: 0.0311913 | Time: 1904.27 ms
[2022-04-10 16:48:15 main:574] : INFO : Epoch 1770 | loss: 0.0311781 | val_loss: 0.0311844 | Time: 1892.64 ms
[2022-04-10 16:48:17 main:574] : INFO : Epoch 1771 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 1901.79 ms
[2022-04-10 16:48:19 main:574] : INFO : Epoch 1772 | loss: 0.0311755 | val_loss: 0.0311824 | Time: 1901.43 ms
[2022-04-10 16:48:21 main:574] : INFO : Epoch 1773 | loss: 0.0311758 | val_loss: 0.0311816 | Time: 1895.03 ms
[2022-04-10 16:48:23 main:574] : INFO : Epoch 1774 | loss: 0.0311782 | val_loss: 0.03119 | Time: 1894.96 ms
[2022-04-10 16:48:25 main:574] : INFO : Epoch 1775 | loss: 0.0311765 | val_loss: 0.0311813 | Time: 1897.01 ms
[2022-04-10 16:48:27 main:574] : INFO : Epoch 1776 | loss: 0.0311747 | val_loss: 0.0311814 | Time: 1904.51 ms
[2022-04-10 16:48:29 main:574] : INFO : Epoch 1777 | loss: 0.0311748 | val_loss: 0.031182 | Time: 1901.91 ms
[2022-04-10 16:48:31 main:574] : INFO : Epoch 1778 | loss: 0.0311764 | val_loss: 0.0311811 | Time: 1899.66 ms
[2022-04-10 16:48:32 main:574] : INFO : Epoch 1779 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 1900.35 ms
[2022-04-10 16:48:34 main:574] : INFO : Epoch 1780 | loss: 0.0311757 | val_loss: 0.031181 | Time: 1900.62 ms
[2022-04-10 16:48:36 main:574] : INFO : Epoch 1781 | loss: 0.0311757 | val_loss: 0.0311841 | Time: 1905.37 ms
[2022-04-10 16:48:38 main:574] : INFO : Epoch 1782 | loss: 0.0311749 | val_loss: 0.0311831 | Time: 1903.52 ms
[2022-04-10 16:48:40 main:574] : INFO : Epoch 1783 | loss: 0.0311764 | val_loss: 0.0311826 | Time: 1900.36 ms
[2022-04-10 16:48:42 main:574] : INFO : Epoch 1784 | loss: 0.0311764 | val_loss: 0.031181 | Time: 1902.51 ms
[2022-04-10 16:48:44 main:574] : INFO : Epoch 1785 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 1899.19 ms
[2022-04-10 16:48:46 main:574] : INFO : Epoch 1786 | loss: 0.0311763 | val_loss: 0.0311891 | Time: 1905.74 ms
[2022-04-10 16:48:48 main:574] : INFO : Epoch 1787 | loss: 0.0311852 | val_loss: 0.0311935 | Time: 1901.56 ms
[2022-04-10 16:48:50 main:574] : INFO : Epoch 1788 | loss: 0.0311823 | val_loss: 0.0311868 | Time: 1894.62 ms
[2022-04-10 16:48:52 main:574] : INFO : Epoch 1789 | loss: 0.0311807 | val_loss: 0.031185 | Time: 1903.05 ms
[2022-04-10 16:48:53 main:574] : INFO : Epoch 1790 | loss: 0.0311786 | val_loss: 0.0311842 | Time: 1899.15 ms
[2022-04-10 16:48:55 main:574] : INFO : Epoch 1791 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 1902.35 ms
[2022-04-10 16:48:57 main:574] : INFO : Epoch 1792 | loss: 0.0311792 | val_loss: 0.0311836 | Time: 1904.51 ms
[2022-04-10 16:48:59 main:574] : INFO : Epoch 1793 | loss: 0.0311813 | val_loss: 0.0311851 | Time: 1901.66 ms
[2022-04-10 16:49:01 main:574] : INFO : Epoch 1794 | loss: 0.0311782 | val_loss: 0.0311845 | Time: 1902.47 ms
[2022-04-10 16:49:03 main:574] : INFO : Epoch 1795 | loss: 0.0311768 | val_loss: 0.0311826 | Time: 1898.11 ms
[2022-04-10 16:49:05 main:574] : INFO : Epoch 1796 | loss: 0.0311767 | val_loss: 0.0311826 | Time: 1895.09 ms
[2022-04-10 16:49:07 main:574] : INFO : Epoch 1797 | loss: 0.0311778 | val_loss: 0.0311847 | Time: 1901.38 ms
[2022-04-10 16:49:09 main:574] : INFO : Epoch 1798 | loss: 0.0311813 | val_loss: 0.0311844 | Time: 1898.64 ms
[2022-04-10 16:49:11 main:574] : INFO : Epoch 1799 | loss: 0.0311843 | val_loss: 0.0311915 | Time: 1901.76 ms
[2022-04-10 16:49:12 main:574] : INFO : Epoch 1800 | loss: 0.0311825 | val_loss: 0.0311822 | Time: 1903.24 ms
[2022-04-10 16:49:14 main:574] : INFO : Epoch 1801 | loss: 0.0311814 | val_loss: 0.0311834 | Time: 1902.39 ms
[2022-04-10 16:49:16 main:574] : INFO : Epoch 1802 | loss: 0.0311816 | val_loss: 0.0311821 | Time: 1898.67 ms
[2022-04-10 16:49:18 main:574] : INFO : Epoch 1803 | loss: 0.0311808 | val_loss: 0.0311827 | Time: 1899.18 ms
[2022-04-10 16:49:20 main:574] : INFO : Epoch 1804 | loss: 0.031181 | val_loss: 0.0311837 | Time: 1899 ms
[2022-04-10 16:49:22 main:574] : INFO : Epoch 1805 | loss: 0.0311805 | val_loss: 0.0311819 | Time: 1901.36 ms
[2022-04-10 16:49:24 main:574] : INFO : Epoch 1806 | loss: 0.0311796 | val_loss: 0.0311826 | Time: 1902.97 ms
[2022-04-10 16:49:26 main:574] : INFO : Epoch 1807 | loss: 0.0311799 | val_loss: 0.0311823 | Time: 1898.47 ms
[2022-04-10 16:49:28 main:574] : INFO : Epoch 1808 | loss: 0.0311796 | val_loss: 0.0311841 | Time: 1897.18 ms
[2022-04-10 16:49:30 main:574] : INFO : Epoch 1809 | loss: 0.0311796 | val_loss: 0.031183 | Time: 1901.92 ms
[2022-04-10 16:49:32 main:574] : INFO : Epoch 1810 | loss: 0.0311803 | val_loss: 0.0311841 | Time: 1900.09 ms
[2022-04-10 16:49:33 main:574] : INFO : Epoch 1811 | loss: 0.0311807 | val_loss: 0.0311834 | Time: 1900.4 ms
[2022-04-10 16:49:35 main:574] : INFO : Epoch 1812 | loss: 0.0311796 | val_loss: 0.0311828 | Time: 1911.36 ms
[2022-04-10 16:49:37 main:574] : INFO : Epoch 1813 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 1896.69 ms
[2022-04-10 16:49:39 main:574] : INFO : Epoch 1814 | loss: 0.0311794 | val_loss: 0.0311809 | Time: 1890.66 ms
[2022-04-10 16:49:41 main:574] : INFO : Epoch 1815 | loss: 0.0311787 | val_loss: 0.031182 | Time: 1898.87 ms
[2022-04-10 16:49:43 main:574] : INFO : Epoch 1816 | loss: 0.0311789 | val_loss: 0.0311837 | Time: 1894.45 ms
[2022-04-10 16:49:45 main:574] : INFO : Epoch 1817 | loss: 0.03118 | val_loss: 0.0311829 | Time: 1898.67 ms
[2022-04-10 16:49:47 main:574] : INFO : Epoch 1818 | loss: 0.0311791 | val_loss: 0.0311826 | Time: 1896.93 ms
[2022-04-10 16:49:49 main:574] : INFO : Epoch 1819 | loss: 0.0311796 | val_loss: 0.0311829 | Time: 1906.91 ms
[2022-04-10 16:49:51 main:574] : INFO : Epoch 1820 | loss: 0.0311783 | val_loss: 0.0311833 | Time: 1889.35 ms
[2022-04-10 16:49:52 main:574] : INFO : Epoch 1821 | loss: 0.0311805 | val_loss: 0.0311878 | Time: 1903.28 ms
[2022-04-10 16:49:54 main:574] : INFO : Epoch 1822 | loss: 0.0311821 | val_loss: 0.0311831 | Time: 1899.68 ms
[2022-04-10 16:49:56 main:574] : INFO : Epoch 1823 | loss: 0.0311881 | val_loss: 0.0312019 | Time: 1896.88 ms
[2022-04-10 16:49:58 main:574] : INFO : Epoch 1824 | loss: 0.0311954 | val_loss: 0.0311961 | Time: 1905.93 ms
[2022-04-10 16:50:00 main:574] : INFO : Epoch 1825 | loss: 0.0311858 | val_loss: 0.031186 | Time: 1904.93 ms
[2022-04-10 16:50:02 main:574] : INFO : Epoch 1826 | loss: 0.0311837 | val_loss: 0.0311912 | Time: 1903.62 ms
[2022-04-10 16:50:04 main:574] : INFO : Epoch 1827 | loss: 0.031185 | val_loss: 0.0311953 | Time: 1905.83 ms
[2022-04-10 16:50:06 main:574] : INFO : Epoch 1828 | loss: 0.0311826 | val_loss: 0.0311857 | Time: 1903.19 ms
[2022-04-10 16:50:08 main:574] : INFO : Epoch 1829 | loss: 0.0311832 | val_loss: 0.0311841 | Time: 1895.03 ms
[2022-04-10 16:50:10 main:574] : INFO : Epoch 1830 | loss: 0.0311822 | val_loss: 0.0311829 | Time: 1903.02 ms
[2022-04-10 16:50:12 main:574] : INFO : Epoch 1831 | loss: 0.0311821 | val_loss: 0.0311844 | Time: 1901.36 ms
[2022-04-10 16:50:13 main:574] : INFO : Epoch 1832 | loss: 0.0311833 | val_loss: 0.0311875 | Time: 1897.37 ms
[2022-04-10 16:50:15 main:574] : INFO : Epoch 1833 | loss: 0.0311896 | val_loss: 0.0312038 | Time: 1902.81 ms
[2022-04-10 16:50:17 main:574] : INFO : Epoch 1834 | loss: 0.0312227 | val_loss: 0.0312291 | Time: 1899.68 ms
[2022-04-10 16:50:19 main:574] : INFO : Epoch 1835 | loss: 0.0312392 | val_loss: 0.0312381 | Time: 1898.16 ms
[2022-04-10 16:50:21 main:574] : INFO : Epoch 1836 | loss: 0.0312387 | val_loss: 0.0312388 | Time: 1901.33 ms
[2022-04-10 16:50:23 main:574] : INFO : Epoch 1837 | loss: 0.0312384 | val_loss: 0.0312341 | Time: 1897.78 ms
[2022-04-10 16:50:25 main:574] : INFO : Epoch 1838 | loss: 0.0312366 | val_loss: 0.0312333 | Time: 1903.49 ms
[2022-04-10 16:50:27 main:574] : INFO : Epoch 1839 | loss: 0.031234 | val_loss: 0.0312345 | Time: 1905.85 ms
[2022-04-10 16:50:29 main:574] : INFO : Epoch 1840 | loss: 0.0312337 | val_loss: 0.0312298 | Time: 1897.55 ms
[2022-04-10 16:50:31 main:574] : INFO : Epoch 1841 | loss: 0.0312323 | val_loss: 0.0312295 | Time: 1901.41 ms
[2022-04-10 16:50:32 main:574] : INFO : Epoch 1842 | loss: 0.0312308 | val_loss: 0.0312362 | Time: 1903.07 ms
[2022-04-10 16:50:34 main:574] : INFO : Epoch 1843 | loss: 0.0312323 | val_loss: 0.0312286 | Time: 1899.91 ms
[2022-04-10 16:50:36 main:574] : INFO : Epoch 1844 | loss: 0.0312291 | val_loss: 0.0312279 | Time: 1897.56 ms
[2022-04-10 16:50:38 main:574] : INFO : Epoch 1845 | loss: 0.0312281 | val_loss: 0.0312297 | Time: 1894.58 ms
[2022-04-10 16:50:40 main:574] : INFO : Epoch 1846 | loss: 0.0312287 | val_loss: 0.0312278 | Time: 1898.4 ms
[2022-04-10 16:50:42 main:574] : INFO : Epoch 1847 | loss: 0.0312276 | val_loss: 0.0312271 | Time: 1897.28 ms
[2022-04-10 16:50:44 main:574] : INFO : Epoch 1848 | loss: 0.0312277 | val_loss: 0.0312267 | Time: 1915.18 ms
[2022-04-10 16:50:46 main:574] : INFO : Epoch 1849 | loss: 0.0312262 | val_loss: 0.0312251 | Time: 1904.41 ms
[2022-04-10 16:50:48 main:574] : INFO : Epoch 1850 | loss: 0.0312189 | val_loss: 0.031198 | Time: 1907.5 ms
[2022-04-10 16:50:50 main:574] : INFO : Epoch 1851 | loss: 0.0311957 | val_loss: 0.031188 | Time: 1907.7 ms
[2022-04-10 16:50:52 main:574] : INFO : Epoch 1852 | loss: 0.0311892 | val_loss: 0.0311855 | Time: 1905.32 ms
[2022-04-10 16:50:53 main:574] : INFO : Epoch 1853 | loss: 0.0311878 | val_loss: 0.0311856 | Time: 1902.56 ms
[2022-04-10 16:50:55 main:574] : INFO : Epoch 1854 | loss: 0.0311905 | val_loss: 0.0311916 | Time: 1898.22 ms
[2022-04-10 16:50:57 main:574] : INFO : Epoch 1855 | loss: 0.0311904 | val_loss: 0.0311908 | Time: 1891.59 ms
[2022-04-10 16:50:59 main:574] : INFO : Epoch 1856 | loss: 0.0311884 | val_loss: 0.0311907 | Time: 1900.27 ms
[2022-04-10 16:51:01 main:574] : INFO : Epoch 1857 | loss: 0.0311881 | val_loss: 0.0311908 | Time: 1900.71 ms
[2022-04-10 16:51:03 main:574] : INFO : Epoch 1858 | loss: 0.0311872 | val_loss: 0.0311903 | Time: 1901.01 ms
[2022-04-10 16:51:05 main:574] : INFO : Epoch 1859 | loss: 0.0311876 | val_loss: 0.0311905 | Time: 1901.59 ms
[2022-04-10 16:51:07 main:574] : INFO : Epoch 1860 | loss: 0.0311878 | val_loss: 0.0311903 | Time: 1905.21 ms
[2022-04-10 16:51:09 main:574] : INFO : Epoch 1861 | loss: 0.0311869 | val_loss: 0.0311904 | Time: 1902.25 ms
[2022-04-10 16:51:11 main:574] : INFO : Epoch 1862 | loss: 0.0311865 | val_loss: 0.031192 | Time: 1902.91 ms
[2022-04-10 16:51:13 main:574] : INFO : Epoch 1863 | loss: 0.0311873 | val_loss: 0.0311902 | Time: 1901.06 ms
[2022-04-10 16:51:14 main:574] : INFO : Epoch 1864 | loss: 0.031188 | val_loss: 0.0311919 | Time: 1900.74 ms
[2022-04-10 16:51:16 main:574] : INFO : Epoch 1865 | loss: 0.0311861 | val_loss: 0.0311941 | Time: 1897.92 ms
[2022-04-10 16:51:18 main:574] : INFO : Epoch 1866 | loss: 0.0311874 | val_loss: 0.0311908 | Time: 1898.76 ms
[2022-04-10 16:51:20 main:574] : INFO : Epoch 1867 | loss: 0.031187 | val_loss: 0.031192 | Time: 1900.31 ms
[2022-04-10 16:51:22 main:574] : INFO : Epoch 1868 | loss: 0.0311904 | val_loss: 0.0311958 | Time: 1898.87 ms
[2022-04-10 16:51:24 main:574] : INFO : Epoch 1869 | loss: 0.0311919 | val_loss: 0.0311957 | Time: 1895.61 ms
[2022-04-10 16:51:26 main:574] : INFO : Epoch 1870 | loss: 0.0311914 | val_loss: 0.0311917 | Time: 1901.78 ms
[2022-04-10 16:51:28 main:574] : INFO : Epoch 1871 | loss: 0.0311919 | val_loss: 0.0311947 | Time: 1896.23 ms
[2022-04-10 16:51:30 main:574] : INFO : Epoch 1872 | loss: 0.0311942 | val_loss: 0.0311938 | Time: 1904.17 ms
[2022-04-10 16:51:32 main:574] : INFO : Epoch 1873 | loss: 0.0311923 | val_loss: 0.0311933 | Time: 1907.75 ms
[2022-04-10 16:51:33 main:574] : INFO : Epoch 1874 | loss: 0.031193 | val_loss: 0.031195 | Time: 1907.66 ms
[2022-04-10 16:51:35 main:574] : INFO : Epoch 1875 | loss: 0.0311933 | val_loss: 0.031193 | Time: 1910.17 ms
[2022-04-10 16:51:37 main:574] : INFO : Epoch 1876 | loss: 0.0311924 | val_loss: 0.0311926 | Time: 1897.02 ms
[2022-04-10 16:51:39 main:574] : INFO : Epoch 1877 | loss: 0.0311922 | val_loss: 0.0311928 | Time: 1897.06 ms
[2022-04-10 16:51:41 main:574] : INFO : Epoch 1878 | loss: 0.031192 | val_loss: 0.0311904 | Time: 1903.9 ms
[2022-04-10 16:51:43 main:574] : INFO : Epoch 1879 | loss: 0.0311912 | val_loss: 0.031187 | Time: 1903.76 ms
[2022-04-10 16:51:45 main:574] : INFO : Epoch 1880 | loss: 0.031191 | val_loss: 0.0311882 | Time: 1896.8 ms
[2022-04-10 16:51:47 main:574] : INFO : Epoch 1881 | loss: 0.0311893 | val_loss: 0.0311954 | Time: 1904.47 ms
[2022-04-10 16:51:49 main:574] : INFO : Epoch 1882 | loss: 0.0311978 | val_loss: 0.031201 | Time: 1901.35 ms
[2022-04-10 16:51:51 main:574] : INFO : Epoch 1883 | loss: 0.0312107 | val_loss: 0.0312085 | Time: 1903.8 ms
[2022-04-10 16:51:53 main:574] : INFO : Epoch 1884 | loss: 0.0312129 | val_loss: 0.031213 | Time: 1899.76 ms
[2022-04-10 16:51:54 main:574] : INFO : Epoch 1885 | loss: 0.0312133 | val_loss: 0.0312103 | Time: 1902.18 ms
[2022-04-10 16:51:56 main:574] : INFO : Epoch 1886 | loss: 0.0312122 | val_loss: 0.0312101 | Time: 1904.11 ms
[2022-04-10 16:51:58 main:574] : INFO : Epoch 1887 | loss: 0.0312123 | val_loss: 0.0312133 | Time: 1898.92 ms
[2022-04-10 16:52:00 main:574] : INFO : Epoch 1888 | loss: 0.0312117 | val_loss: 0.0312106 | Time: 1900.63 ms
[2022-04-10 16:52:02 main:574] : INFO : Epoch 1889 | loss: 0.0312106 | val_loss: 0.0312116 | Time: 1900 ms
[2022-04-10 16:52:04 main:574] : INFO : Epoch 1890 | loss: 0.0312125 | val_loss: 0.0312108 | Time: 1896.84 ms
[2022-04-10 16:52:06 main:574] : INFO : Epoch 1891 | loss: 0.0312107 | val_loss: 0.0312093 | Time: 1897.08 ms
[2022-04-10 16:52:08 main:574] : INFO : Epoch 1892 | loss: 0.0312099 | val_loss: 0.0312094 | Time: 1897.4 ms
[2022-04-10 16:52:10 main:574] : INFO : Epoch 1893 | loss: 0.0312092 | val_loss: 0.0312122 | Time: 1902.33 ms
[2022-04-10 16:52:12 main:574] : INFO : Epoch 1894 | loss: 0.0312097 | val_loss: 0.0312081 | Time: 1895.8 ms
[2022-04-10 16:52:13 main:574] : INFO : Epoch 1895 | loss: 0.0312085 | val_loss: 0.031208 | Time: 1900.4 ms
[2022-04-10 16:52:15 main:574] : INFO : Epoch 1896 | loss: 0.0312082 | val_loss: 0.0312087 | Time: 1895.49 ms
[2022-04-10 16:52:17 main:574] : INFO : Epoch 1897 | loss: 0.0312092 | val_loss: 0.0312083 | Time: 1900.27 ms
[2022-04-10 16:52:19 main:574] : INFO : Epoch 1898 | loss: 0.0312082 | val_loss: 0.0312086 | Time: 1903.45 ms
[2022-04-10 16:52:21 main:574] : INFO : Epoch 1899 | loss: 0.0312081 | val_loss: 0.031208 | Time: 1897.94 ms
[2022-04-10 16:52:23 main:574] : INFO : Epoch 1900 | loss: 0.0312086 | val_loss: 0.0312176 | Time: 1901.15 ms
[2022-04-10 16:52:25 main:574] : INFO : Epoch 1901 | loss: 0.0312093 | val_loss: 0.0312088 | Time: 1902.4 ms
[2022-04-10 16:52:27 main:574] : INFO : Epoch 1902 | loss: 0.0312071 | val_loss: 0.0312075 | Time: 1905.02 ms
[2022-04-10 16:52:29 main:574] : INFO : Epoch 1903 | loss: 0.0312069 | val_loss: 0.0312082 | Time: 1909.37 ms
[2022-04-10 16:52:31 main:574] : INFO : Epoch 1904 | loss: 0.031208 | val_loss: 0.0312081 | Time: 1899.74 ms
[2022-04-10 16:52:33 main:574] : INFO : Epoch 1905 | loss: 0.0312119 | val_loss: 0.0312087 | Time: 1905.06 ms
[2022-04-10 16:52:34 main:574] : INFO : Epoch 1906 | loss: 0.0312099 | val_loss: 0.0312088 | Time: 1900.36 ms
[2022-04-10 16:52:36 main:574] : INFO : Epoch 1907 | loss: 0.031207 | val_loss: 0.0312092 | Time: 1905.86 ms
[2022-04-10 16:52:38 main:574] : INFO : Epoch 1908 | loss: 0.0312079 | val_loss: 0.0312093 | Time: 1899.88 ms
[2022-04-10 16:52:40 main:574] : INFO : Epoch 1909 | loss: 0.0312079 | val_loss: 0.031211 | Time: 1900.63 ms
[2022-04-10 16:52:42 main:574] : INFO : Epoch 1910 | loss: 0.0312088 | val_loss: 0.0312094 | Time: 1892.01 ms
[2022-04-10 16:52:44 main:574] : INFO : Epoch 1911 | loss: 0.031209 | val_loss: 0.0312085 | Time: 1889.76 ms
[2022-04-10 16:52:46 main:574] : INFO : Epoch 1912 | loss: 0.031207 | val_loss: 0.0312105 | Time: 1888.44 ms
[2022-04-10 16:52:48 main:574] : INFO : Epoch 1913 | loss: 0.0312071 | val_loss: 0.0312082 | Time: 1895.2 ms
[2022-04-10 16:52:50 main:574] : INFO : Epoch 1914 | loss: 0.0312078 | val_loss: 0.0312086 | Time: 1891.48 ms
[2022-04-10 16:52:52 main:574] : INFO : Epoch 1915 | loss: 0.031207 | val_loss: 0.0312083 | Time: 1890.71 ms
[2022-04-10 16:52:53 main:574] : INFO : Epoch 1916 | loss: 0.0312096 | val_loss: 0.0312096 | Time: 1898.67 ms
[2022-04-10 16:52:55 main:574] : INFO : Epoch 1917 | loss: 0.0312081 | val_loss: 0.0312099 | Time: 1895.19 ms
[2022-04-10 16:52:57 main:574] : INFO : Epoch 1918 | loss: 0.0312064 | val_loss: 0.0312087 | Time: 1891.75 ms
[2022-04-10 16:52:59 main:574] : INFO : Epoch 1919 | loss: 0.0312073 | val_loss: 0.0312095 | Time: 1897.89 ms
[2022-04-10 16:53:01 main:574] : INFO : Epoch 1920 | loss: 0.0312068 | val_loss: 0.0312101 | Time: 1889.27 ms
[2022-04-10 16:53:03 main:574] : INFO : Epoch 1921 | loss: 0.031206 | val_loss: 0.0312088 | Time: 1888.11 ms
[2022-04-10 16:53:05 main:574] : INFO : Epoch 1922 | loss: 0.0312071 | val_loss: 0.0312127 | Time: 1890.89 ms
[2022-04-10 16:53:07 main:574] : INFO : Epoch 1923 | loss: 0.0312074 | val_loss: 0.0312088 | Time: 1890.94 ms
[2022-04-10 16:53:09 main:574] : INFO : Epoch 1924 | loss: 0.0312066 | val_loss: 0.0312082 | Time: 1896.63 ms
[2022-04-10 16:53:11 main:574] : INFO : Epoch 1925 | loss: 0.0312062 | val_loss: 0.0312084 | Time: 1891.44 ms
[2022-04-10 16:53:12 main:574] : INFO : Epoch 1926 | loss: 0.0312082 | val_loss: 0.0312085 | Time: 1892.69 ms
[2022-04-10 16:53:14 main:574] : INFO : Epoch 1927 | loss: 0.0312068 | val_loss: 0.0312099 | Time: 1891.26 ms
[2022-04-10 16:53:16 main:574] : INFO : Epoch 1928 | loss: 0.0312074 | val_loss: 0.0312088 | Time: 1896.88 ms
[2022-04-10 16:53:18 main:574] : INFO : Epoch 1929 | loss: 0.0312054 | val_loss: 0.0312082 | Time: 1898.08 ms
[2022-04-10 16:53:20 main:574] : INFO : Epoch 1930 | loss: 0.0312055 | val_loss: 0.0312089 | Time: 1892.31 ms
[2022-04-10 16:53:22 main:574] : INFO : Epoch 1931 | loss: 0.0312059 | val_loss: 0.031209 | Time: 1889.31 ms
[2022-04-10 16:53:24 main:574] : INFO : Epoch 1932 | loss: 0.0312053 | val_loss: 0.0312086 | Time: 1890.3 ms
[2022-04-10 16:53:26 main:574] : INFO : Epoch 1933 | loss: 0.0312052 | val_loss: 0.0312085 | Time: 1894.33 ms
[2022-04-10 16:53:28 main:574] : INFO : Epoch 1934 | loss: 0.0312052 | val_loss: 0.0312085 | Time: 1890.22 ms
[2022-04-10 16:53:30 main:574] : INFO : Epoch 1935 | loss: 0.0312057 | val_loss: 0.0312102 | Time: 1893.76 ms
[2022-04-10 16:53:31 main:574] : INFO : Epoch 1936 | loss: 0.0312055 | val_loss: 0.0312083 | Time: 1889.36 ms
[2022-04-10 16:53:33 main:574] : INFO : Epoch 1937 | loss: 0.0312052 | val_loss: 0.0312075 | Time: 1888.54 ms
[2022-04-10 16:53:35 main:574] : INFO : Epoch 1938 | loss: 0.0312056 | val_loss: 0.0312079 | Time: 1889.47 ms
[2022-04-10 16:53:37 main:574] : INFO : Epoch 1939 | loss: 0.0312051 | val_loss: 0.0312081 | Time: 1891.85 ms
[2022-04-10 16:53:39 main:574] : INFO : Epoch 1940 | loss: 0.0312047 | val_loss: 0.0312116 | Time: 1893.47 ms
[2022-04-10 16:53:41 main:574] : INFO : Epoch 1941 | loss: 0.0312073 | val_loss: 0.0312088 | Time: 1886.42 ms
[2022-04-10 16:53:43 main:574] : INFO : Epoch 1942 | loss: 0.0312051 | val_loss: 0.0312082 | Time: 1889.21 ms
[2022-04-10 16:53:45 main:574] : INFO : Epoch 1943 | loss: 0.0312052 | val_loss: 0.0312086 | Time: 1899.47 ms
[2022-04-10 16:53:47 main:574] : INFO : Epoch 1944 | loss: 0.0312054 | val_loss: 0.0312092 | Time: 1891.23 ms
[2022-04-10 16:53:48 main:574] : INFO : Epoch 1945 | loss: 0.0312056 | val_loss: 0.0312084 | Time: 1891.42 ms
[2022-04-10 16:53:50 main:574] : INFO : Epoch 1946 | loss: 0.0312045 | val_loss: 0.0312081 | Time: 1887.93 ms
[2022-04-10 16:53:52 main:574] : INFO : Epoch 1947 | loss: 0.0312069 | val_loss: 0.0312089 | Time: 1894.33 ms
[2022-04-10 16:53:54 main:574] : INFO : Epoch 1948 | loss: 0.0312054 | val_loss: 0.0312093 | Time: 1889.4 ms
[2022-04-10 16:53:56 main:574] : INFO : Epoch 1949 | loss: 0.0312042 | val_loss: 0.0312084 | Time: 1893.39 ms
[2022-04-10 16:53:58 main:574] : INFO : Epoch 1950 | loss: 0.0312047 | val_loss: 0.0312089 | Time: 1890.94 ms
[2022-04-10 16:54:00 main:574] : INFO : Epoch 1951 | loss: 0.0312041 | val_loss: 0.0312089 | Time: 1890.67 ms
[2022-04-10 16:54:02 main:574] : INFO : Epoch 1952 | loss: 0.0312041 | val_loss: 0.0312087 | Time: 1891.7 ms
[2022-04-10 16:54:04 main:574] : INFO : Epoch 1953 | loss: 0.0312039 | val_loss: 0.0312074 | Time: 1893.55 ms
[2022-04-10 16:54:06 main:574] : INFO : Epoch 1954 | loss: 0.031204 | val_loss: 0.0312076 | Time: 1890.49 ms
[2022-04-10 16:54:07 main:574] : INFO : Epoch 1955 | loss: 0.031207 | val_loss: 0.031208 | Time: 1888.37 ms
[2022-04-10 16:54:09 main:574] : INFO : Epoch 1956 | loss: 0.0312049 | val_loss: 0.0312085 | Time: 1892.46 ms
[2022-04-10 16:54:11 main:574] : INFO : Epoch 1957 | loss: 0.0312046 | val_loss: 0.0312121 | Time: 1889.19 ms
[2022-04-10 16:54:13 main:574] : INFO : Epoch 1958 | loss: 0.0312054 | val_loss: 0.031208 | Time: 1888.63 ms
[2022-04-10 16:54:15 main:574] : INFO : Epoch 1959 | loss: 0.0312043 | val_loss: 0.0312124 | Time: 1889.77 ms
[2022-04-10 16:54:17 main:574] : INFO : Epoch 1960 | loss: 0.031205 | val_loss: 0.0312075 | Time: 1887.62 ms
[2022-04-10 16:54:19 main:574] : INFO : Epoch 1961 | loss: 0.0312039 | val_loss: 0.0312081 | Time: 1893.35 ms
[2022-04-10 16:54:21 main:574] : INFO : Epoch 1962 | loss: 0.0312039 | val_loss: 0.0312086 | Time: 1892.59 ms
[2022-04-10 16:54:23 main:574] : INFO : Epoch 1963 | loss: 0.0312054 | val_loss: 0.0312121 | Time: 1893 ms
[2022-04-10 16:54:25 main:574] : INFO : Epoch 1964 | loss: 0.0312067 | val_loss: 0.0312117 | Time: 1892.62 ms
[2022-04-10 16:54:26 main:574] : INFO : Epoch 1965 | loss: 0.0312069 | val_loss: 0.0312109 | Time: 1889.49 ms
[2022-04-10 16:54:28 main:574] : INFO : Epoch 1966 | loss: 0.0312058 | val_loss: 0.0312077 | Time: 1895.35 ms
[2022-04-10 16:54:30 main:574] : INFO : Epoch 1967 | loss: 0.0312046 | val_loss: 0.0312072 | Time: 1896.52 ms
[2022-04-10 16:54:32 main:574] : INFO : Epoch 1968 | loss: 0.0312062 | val_loss: 0.0312071 | Time: 1891.2 ms
[2022-04-10 16:54:34 main:574] : INFO : Epoch 1969 | loss: 0.0312064 | val_loss: 0.0312076 | Time: 1892.78 ms
[2022-04-10 16:54:36 main:574] : INFO : Epoch 1970 | loss: 0.0312045 | val_loss: 0.0312123 | Time: 1889.8 ms
[2022-04-10 16:54:38 main:574] : INFO : Epoch 1971 | loss: 0.0312047 | val_loss: 0.0312069 | Time: 1897.03 ms
[2022-04-10 16:54:40 main:574] : INFO : Epoch 1972 | loss: 0.0312036 | val_loss: 0.0312063 | Time: 1892.84 ms
[2022-04-10 16:54:42 main:574] : INFO : Epoch 1973 | loss: 0.0312032 | val_loss: 0.0312067 | Time: 1898.91 ms
[2022-04-10 16:54:43 main:574] : INFO : Epoch 1974 | loss: 0.0312035 | val_loss: 0.0312077 | Time: 1895.74 ms
[2022-04-10 16:54:45 main:574] : INFO : Epoch 1975 | loss: 0.031203 | val_loss: 0.0312077 | Time: 1894.36 ms
[2022-04-10 16:54:47 main:574] : INFO : Epoch 1976 | loss: 0.0312029 | val_loss: 0.0312074 | Time: 1892.14 ms
[2022-04-10 16:54:49 main:574] : INFO : Epoch 1977 | loss: 0.0312037 | val_loss: 0.0312074 | Time: 1891.76 ms
[2022-04-10 16:54:51 main:574] : INFO : Epoch 1978 | loss: 0.0312044 | val_loss: 0.0312081 | Time: 1890.36 ms
[2022-04-10 16:54:53 main:574] : INFO : Epoch 1979 | loss: 0.0312037 | val_loss: 0.0312083 | Time: 1894.56 ms
[2022-04-10 16:54:55 main:574] : INFO : Epoch 1980 | loss: 0.0312055 | val_loss: 0.0312073 | Time: 1900.37 ms
[2022-04-10 16:54:57 main:574] : INFO : Epoch 1981 | loss: 0.0312041 | val_loss: 0.0312074 | Time: 1891.26 ms
[2022-04-10 16:54:59 main:574] : INFO : Epoch 1982 | loss: 0.0312028 | val_loss: 0.0312096 | Time: 1894.72 ms
[2022-04-10 16:55:01 main:574] : INFO : Epoch 1983 | loss: 0.0312047 | val_loss: 0.0312067 | Time: 1894.77 ms
[2022-04-10 16:55:02 main:574] : INFO : Epoch 1984 | loss: 0.0312029 | val_loss: 0.0312088 | Time: 1888.75 ms
[2022-04-10 16:55:04 main:574] : INFO : Epoch 1985 | loss: 0.0312035 | val_loss: 0.0312073 | Time: 1896.59 ms
[2022-04-10 16:55:06 main:574] : INFO : Epoch 1986 | loss: 0.031203 | val_loss: 0.0312063 | Time: 1894.51 ms
[2022-04-10 16:55:08 main:574] : INFO : Epoch 1987 | loss: 0.031203 | val_loss: 0.0312075 | Time: 1890.35 ms
[2022-04-10 16:55:10 main:574] : INFO : Epoch 1988 | loss: 0.031203 | val_loss: 0.0312073 | Time: 1889.53 ms
[2022-04-10 16:55:12 main:574] : INFO : Epoch 1989 | loss: 0.0312021 | val_loss: 0.0312068 | Time: 1896.01 ms
[2022-04-10 16:55:14 main:574] : INFO : Epoch 1990 | loss: 0.0312025 | val_loss: 0.0312055 | Time: 1894.28 ms
[2022-04-10 16:55:16 main:574] : INFO : Epoch 1991 | loss: 0.0312022 | val_loss: 0.0312125 | Time: 1888.29 ms
[2022-04-10 16:55:18 main:574] : INFO : Epoch 1992 | loss: 0.0312039 | val_loss: 0.0312061 | Time: 1892.9 ms
[2022-04-10 16:55:20 main:574] : INFO : Epoch 1993 | loss: 0.0312094 | val_loss: 0.0312166 | Time: 1889.68 ms
[2022-04-10 16:55:21 main:574] : INFO : Epoch 1994 | loss: 0.0312049 | val_loss: 0.0312074 | Time: 1892.1 ms
[2022-04-10 16:55:23 main:574] : INFO : Epoch 1995 | loss: 0.0312028 | val_loss: 0.0312075 | Time: 1892.39 ms
[2022-04-10 16:55:25 main:574] : INFO : Epoch 1996 | loss: 0.0312019 | val_loss: 0.0312073 | Time: 1887.87 ms
[2022-04-10 16:55:27 main:574] : INFO : Epoch 1997 | loss: 0.0312035 | val_loss: 0.0312067 | Time: 1895.35 ms
[2022-04-10 16:55:29 main:574] : INFO : Epoch 1998 | loss: 0.031204 | val_loss: 0.0312059 | Time: 1896.92 ms
[2022-04-10 16:55:31 main:574] : INFO : Epoch 1999 | loss: 0.0312029 | val_loss: 0.0312065 | Time: 1890.58 ms
[2022-04-10 16:55:33 main:574] : INFO : Epoch 2000 | loss: 0.0312015 | val_loss: 0.0312058 | Time: 1891.56 ms
[2022-04-10 16:55:35 main:574] : INFO : Epoch 2001 | loss: 0.0312022 | val_loss: 0.0312103 | Time: 1894.53 ms
[2022-04-10 16:55:37 main:574] : INFO : Epoch 2002 | loss: 0.0312018 | val_loss: 0.0312068 | Time: 1896.52 ms
[2022-04-10 16:55:39 main:574] : INFO : Epoch 2003 | loss: 0.0312016 | val_loss: 0.0312094 | Time: 1900.3 ms
[2022-04-10 16:55:40 main:574] : INFO : Epoch 2004 | loss: 0.0312013 | val_loss: 0.0312081 | Time: 1890.09 ms
[2022-04-10 16:55:42 main:574] : INFO : Epoch 2005 | loss: 0.0312033 | val_loss: 0.0312086 | Time: 1896.96 ms
[2022-04-10 16:55:44 main:574] : INFO : Epoch 2006 | loss: 0.0312006 | val_loss: 0.031206 | Time: 1895.68 ms
[2022-04-10 16:55:46 main:574] : INFO : Epoch 2007 | loss: 0.0312002 | val_loss: 0.0312061 | Time: 1894.26 ms
[2022-04-10 16:55:48 main:574] : INFO : Epoch 2008 | loss: 0.0311997 | val_loss: 0.0312073 | Time: 1891.73 ms
[2022-04-10 16:55:50 main:574] : INFO : Epoch 2009 | loss: 0.0312002 | val_loss: 0.0312067 | Time: 1890.15 ms
[2022-04-10 16:55:52 main:574] : INFO : Epoch 2010 | loss: 0.0311999 | val_loss: 0.0312061 | Time: 1889.57 ms
[2022-04-10 16:55:54 main:574] : INFO : Epoch 2011 | loss: 0.0312 | val_loss: 0.0312098 | Time: 1887.9 ms
[2022-04-10 16:55:56 main:574] : INFO : Epoch 2012 | loss: 0.0312008 | val_loss: 0.0312083 | Time: 1894.9 ms
[2022-04-10 16:55:58 main:574] : INFO : Epoch 2013 | loss: 0.0311997 | val_loss: 0.0312081 | Time: 1897.07 ms
[2022-04-10 16:55:59 main:574] : INFO : Epoch 2014 | loss: 0.0311994 | val_loss: 0.0312082 | Time: 1891.09 ms
[2022-04-10 16:56:01 main:574] : INFO : Epoch 2015 | loss: 0.0312002 | val_loss: 0.031206 | Time: 1888.94 ms
[2022-04-10 16:56:03 main:574] : INFO : Epoch 2016 | loss: 0.0311999 | val_loss: 0.031208 | Time: 1915.5 ms
[2022-04-10 16:56:05 main:574] : INFO : Epoch 2017 | loss: 0.0311998 | val_loss: 0.0312082 | Time: 1892.69 ms
[2022-04-10 16:56:07 main:574] : INFO : Epoch 2018 | loss: 0.0312023 | val_loss: 0.0312201 | Time: 1889.3 ms
[2022-04-10 16:56:09 main:574] : INFO : Epoch 2019 | loss: 0.0312023 | val_loss: 0.0312101 | Time: 1894.78 ms
[2022-04-10 16:56:11 main:574] : INFO : Epoch 2020 | loss: 0.0311994 | val_loss: 0.0312069 | Time: 1889.85 ms
[2022-04-10 16:56:13 main:574] : INFO : Epoch 2021 | loss: 0.0312004 | val_loss: 0.0312067 | Time: 1894.41 ms
[2022-04-10 16:56:15 main:574] : INFO : Epoch 2022 | loss: 0.031199 | val_loss: 0.0312072 | Time: 1895.13 ms
[2022-04-10 16:56:16 main:574] : INFO : Epoch 2023 | loss: 0.0312014 | val_loss: 0.0312071 | Time: 1887.09 ms
[2022-04-10 16:56:18 main:574] : INFO : Epoch 2024 | loss: 0.0312 | val_loss: 0.0312083 | Time: 1888.08 ms
[2022-04-10 16:56:20 main:574] : INFO : Epoch 2025 | loss: 0.0311996 | val_loss: 0.0312099 | Time: 1893.49 ms
[2022-04-10 16:56:22 main:574] : INFO : Epoch 2026 | loss: 0.0312004 | val_loss: 0.0312087 | Time: 1889.81 ms
[2022-04-10 16:56:24 main:574] : INFO : Epoch 2027 | loss: 0.031202 | val_loss: 0.0312073 | Time: 1892.72 ms
[2022-04-10 16:56:26 main:574] : INFO : Epoch 2028 | loss: 0.0312007 | val_loss: 0.0312109 | Time: 1891.48 ms
[2022-04-10 16:56:28 main:574] : INFO : Epoch 2029 | loss: 0.0311992 | val_loss: 0.0312072 | Time: 1890.35 ms
[2022-04-10 16:56:30 main:574] : INFO : Epoch 2030 | loss: 0.0312009 | val_loss: 0.0312101 | Time: 1893.31 ms
[2022-04-10 16:56:32 main:574] : INFO : Epoch 2031 | loss: 0.0311997 | val_loss: 0.0312086 | Time: 1893.99 ms
[2022-04-10 16:56:34 main:574] : INFO : Epoch 2032 | loss: 0.0312006 | val_loss: 0.0312086 | Time: 1899.35 ms
[2022-04-10 16:56:35 main:574] : INFO : Epoch 2033 | loss: 0.0311995 | val_loss: 0.0312074 | Time: 1898.38 ms
[2022-04-10 16:56:37 main:574] : INFO : Epoch 2034 | loss: 0.031199 | val_loss: 0.0312063 | Time: 1891.13 ms
[2022-04-10 16:56:39 main:574] : INFO : Epoch 2035 | loss: 0.0311985 | val_loss: 0.0312055 | Time: 1902.8 ms
[2022-04-10 16:56:41 main:574] : INFO : Epoch 2036 | loss: 0.0311976 | val_loss: 0.0312067 | Time: 1894.83 ms
[2022-04-10 16:56:43 main:574] : INFO : Epoch 2037 | loss: 0.0311974 | val_loss: 0.0312054 | Time: 1892.82 ms
[2022-04-10 16:56:45 main:574] : INFO : Epoch 2038 | loss: 0.0311981 | val_loss: 0.0312056 | Time: 1889.5 ms
[2022-04-10 16:56:47 main:574] : INFO : Epoch 2039 | loss: 0.0311976 | val_loss: 0.031207 | Time: 1893.5 ms
[2022-04-10 16:56:49 main:574] : INFO : Epoch 2040 | loss: 0.0312004 | val_loss: 0.0312078 | Time: 1895.59 ms
[2022-04-10 16:56:51 main:574] : INFO : Epoch 2041 | loss: 0.0311996 | val_loss: 0.031206 | Time: 1892.94 ms
[2022-04-10 16:56:53 main:574] : INFO : Epoch 2042 | loss: 0.031199 | val_loss: 0.0312086 | Time: 1897.55 ms
[2022-04-10 16:56:54 main:574] : INFO : Epoch 2043 | loss: 0.0311992 | val_loss: 0.0312083 | Time: 1894.31 ms
[2022-04-10 16:56:56 main:574] : INFO : Epoch 2044 | loss: 0.0311982 | val_loss: 0.0312062 | Time: 1896.3 ms
[2022-04-10 16:56:58 main:574] : INFO : Epoch 2045 | loss: 0.0311985 | val_loss: 0.0312097 | Time: 1895.7 ms
[2022-04-10 16:57:00 main:574] : INFO : Epoch 2046 | loss: 0.0311985 | val_loss: 0.0312072 | Time: 1888.55 ms
[2022-04-10 16:57:02 main:574] : INFO : Epoch 2047 | loss: 0.0311972 | val_loss: 0.0312073 | Time: 1890.53 ms
[2022-04-10 16:57:04 main:574] : INFO : Epoch 2048 | loss: 0.0311979 | val_loss: 0.031207 | Time: 1891.86 ms
[2022-04-10 16:57:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031207
[2022-04-10 16:57:04 main:603] : INFO : Saving end state to config to file
[2022-04-10 16:57:04 main:608] : INFO : Success, exiting..
16:57:04 (5328): 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)