Task 13186681
| Name | ParityModified-1647043368-17291-1-0_0 |
| Workunit | 10311271 |
| Created | 14 Mar 2022, 14:50:11 UTC |
| Sent | 22 Mar 2022, 6:18:55 UTC |
| Report deadline | 30 Mar 2022, 6:18:55 UTC |
| Received | 22 Mar 2022, 22:29:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13173 |
| Run time | 3 hours 45 min 17 sec |
| CPU time | 3 hours 33 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.53 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031188 | val_loss: 0.0311935 | Time: 6517.04 ms
[2022-03-23 03:32:08 main:574] : INFO : Epoch 1543 | loss: 0.0311874 | val_loss: 0.0311944 | Time: 6521.75 ms
[2022-03-23 03:32:15 main:574] : INFO : Epoch 1544 | loss: 0.031188 | val_loss: 0.031196 | Time: 6548.39 ms
[2022-03-23 03:32:21 main:574] : INFO : Epoch 1545 | loss: 0.0311866 | val_loss: 0.0311918 | Time: 6526.01 ms
[2022-03-23 03:32:28 main:574] : INFO : Epoch 1546 | loss: 0.0311869 | val_loss: 0.0311996 | Time: 6562.56 ms
[2022-03-23 03:32:34 main:574] : INFO : Epoch 1547 | loss: 0.0311885 | val_loss: 0.0311923 | Time: 6542.83 ms
[2022-03-23 03:32:41 main:574] : INFO : Epoch 1548 | loss: 0.031184 | val_loss: 0.0311928 | Time: 6537.46 ms
[2022-03-23 03:32:48 main:574] : INFO : Epoch 1549 | loss: 0.031184 | val_loss: 0.0311905 | Time: 6540.71 ms
[2022-03-23 03:32:54 main:574] : INFO : Epoch 1550 | loss: 0.0311845 | val_loss: 0.0311933 | Time: 6534.08 ms
[2022-03-23 03:33:01 main:574] : INFO : Epoch 1551 | loss: 0.0311846 | val_loss: 0.0311915 | Time: 6548.45 ms
[2022-03-23 03:33:07 main:574] : INFO : Epoch 1552 | loss: 0.0311876 | val_loss: 0.0311903 | Time: 6525.1 ms
[2022-03-23 03:33:14 main:574] : INFO : Epoch 1553 | loss: 0.0311842 | val_loss: 0.0311916 | Time: 6543.59 ms
[2022-03-23 03:33:20 main:574] : INFO : Epoch 1554 | loss: 0.0311831 | val_loss: 0.031191 | Time: 6541.98 ms
[2022-03-23 03:33:27 main:574] : INFO : Epoch 1555 | loss: 0.0311829 | val_loss: 0.031192 | Time: 6521.41 ms
[2022-03-23 03:33:33 main:574] : INFO : Epoch 1556 | loss: 0.0311944 | val_loss: 0.0311946 | Time: 6556.82 ms
[2022-03-23 03:33:40 main:574] : INFO : Epoch 1557 | loss: 0.0311948 | val_loss: 0.0311938 | Time: 6542.28 ms
[2022-03-23 03:33:46 main:574] : INFO : Epoch 1558 | loss: 0.0311944 | val_loss: 0.031194 | Time: 6529.63 ms
[2022-03-23 03:33:53 main:574] : INFO : Epoch 1559 | loss: 0.0311934 | val_loss: 0.0311932 | Time: 6541 ms
[2022-03-23 03:34:00 main:574] : INFO : Epoch 1560 | loss: 0.0311906 | val_loss: 0.0311915 | Time: 6587.71 ms
[2022-03-23 03:34:06 main:574] : INFO : Epoch 1561 | loss: 0.0311902 | val_loss: 0.0311933 | Time: 6536.51 ms
[2022-03-23 03:34:13 main:574] : INFO : Epoch 1562 | loss: 0.0311901 | val_loss: 0.0311916 | Time: 6527.59 ms
[2022-03-23 03:34:19 main:574] : INFO : Epoch 1563 | loss: 0.0311879 | val_loss: 0.0311898 | Time: 6541 ms
[2022-03-23 03:34:26 main:574] : INFO : Epoch 1564 | loss: 0.0311863 | val_loss: 0.0311898 | Time: 6540.59 ms
[2022-03-23 03:34:32 main:574] : INFO : Epoch 1565 | loss: 0.0311861 | val_loss: 0.0311897 | Time: 6529.54 ms
[2022-03-23 03:34:39 main:574] : INFO : Epoch 1566 | loss: 0.0311849 | val_loss: 0.0311883 | Time: 6543.47 ms
[2022-03-23 03:34:45 main:574] : INFO : Epoch 1567 | loss: 0.0311848 | val_loss: 0.0311894 | Time: 6533.72 ms
[2022-03-23 03:34:52 main:574] : INFO : Epoch 1568 | loss: 0.0311842 | val_loss: 0.031188 | Time: 6521.41 ms
[2022-03-23 03:34:58 main:574] : INFO : Epoch 1569 | loss: 0.0311832 | val_loss: 0.0311897 | Time: 6531.35 ms
[2022-03-23 03:35:05 main:574] : INFO : Epoch 1570 | loss: 0.0311833 | val_loss: 0.0311881 | Time: 6563.32 ms
[2022-03-23 03:35:12 main:574] : INFO : Epoch 1571 | loss: 0.0311846 | val_loss: 0.0311923 | Time: 6540.05 ms
[2022-03-23 03:35:18 main:574] : INFO : Epoch 1572 | loss: 0.0311855 | val_loss: 0.0311896 | Time: 6532.37 ms
[2022-03-23 03:35:25 main:574] : INFO : Epoch 1573 | loss: 0.0311831 | val_loss: 0.0311879 | Time: 6535.31 ms
[2022-03-23 03:35:31 main:574] : INFO : Epoch 1574 | loss: 0.0311813 | val_loss: 0.0311867 | Time: 6545.22 ms
[2022-03-23 03:35:38 main:574] : INFO : Epoch 1575 | loss: 0.0311809 | val_loss: 0.0311856 | Time: 6526.95 ms
[2022-03-23 03:35:44 main:574] : INFO : Epoch 1576 | loss: 0.0311806 | val_loss: 0.0311893 | Time: 6551.22 ms
[2022-03-23 03:35:51 main:574] : INFO : Epoch 1577 | loss: 0.0311823 | val_loss: 0.0311859 | Time: 6538.57 ms
[2022-03-23 03:35:57 main:574] : INFO : Epoch 1578 | loss: 0.0311804 | val_loss: 0.0311862 | Time: 6525.73 ms
[2022-03-23 03:36:04 main:574] : INFO : Epoch 1579 | loss: 0.0311822 | val_loss: 0.031187 | Time: 6589.69 ms
[2022-03-23 03:36:10 main:574] : INFO : Epoch 1580 | loss: 0.031184 | val_loss: 0.0311874 | Time: 6550.23 ms
[2022-03-23 03:36:17 main:574] : INFO : Epoch 1581 | loss: 0.0311823 | val_loss: 0.0311864 | Time: 6530.83 ms
[2022-03-23 03:36:24 main:574] : INFO : Epoch 1582 | loss: 0.0311815 | val_loss: 0.0311854 | Time: 6531.36 ms
[2022-03-23 03:36:30 main:574] : INFO : Epoch 1583 | loss: 0.0311808 | val_loss: 0.031187 | Time: 6537.49 ms
[2022-03-23 03:36:37 main:574] : INFO : Epoch 1584 | loss: 0.0311794 | val_loss: 0.0311851 | Time: 6548.11 ms
[2022-03-23 03:36:43 main:574] : INFO : Epoch 1585 | loss: 0.0311796 | val_loss: 0.0311867 | Time: 6527.34 ms
[2022-03-23 03:36:50 main:574] : INFO : Epoch 1586 | loss: 0.0311823 | val_loss: 0.0311888 | Time: 6539.05 ms
[2022-03-23 03:36:56 main:574] : INFO : Epoch 1587 | loss: 0.0311834 | val_loss: 0.0311842 | Time: 6538.33 ms
[2022-03-23 03:37:03 main:574] : INFO : Epoch 1588 | loss: 0.031182 | val_loss: 0.0311886 | Time: 6529.57 ms
[2022-03-23 03:37:09 main:574] : INFO : Epoch 1589 | loss: 0.0311845 | val_loss: 0.0311852 | Time: 6526.25 ms
[2022-03-23 03:37:16 main:574] : INFO : Epoch 1590 | loss: 0.0311819 | val_loss: 0.0311839 | Time: 6544.13 ms
[2022-03-23 03:37:22 main:574] : INFO : Epoch 1591 | loss: 0.0311802 | val_loss: 0.0311861 | Time: 6517.86 ms
[2022-03-23 03:37:29 main:574] : INFO : Epoch 1592 | loss: 0.0311799 | val_loss: 0.031184 | Time: 6527.48 ms
[2022-03-23 03:37:35 main:574] : INFO : Epoch 1593 | loss: 0.0311811 | val_loss: 0.0311856 | Time: 6543.03 ms
[2022-03-23 03:37:42 main:574] : INFO : Epoch 1594 | loss: 0.0311805 | val_loss: 0.031184 | Time: 6533 ms
[2022-03-23 03:37:49 main:574] : INFO : Epoch 1595 | loss: 0.0311807 | val_loss: 0.031193 | Time: 6543.24 ms
[2022-03-23 03:37:55 main:574] : INFO : Epoch 1596 | loss: 0.0311807 | val_loss: 0.0311921 | Time: 6562.89 ms
[2022-03-23 03:38:02 main:574] : INFO : Epoch 1597 | loss: 0.0311803 | val_loss: 0.0311848 | Time: 6541.15 ms
[2022-03-23 03:38:08 main:574] : INFO : Epoch 1598 | loss: 0.0311813 | val_loss: 0.0311865 | Time: 6517.71 ms
[2022-03-23 03:38:15 main:574] : INFO : Epoch 1599 | loss: 0.0311792 | val_loss: 0.0311835 | Time: 6545.3 ms
[2022-03-23 03:38:21 main:574] : INFO : Epoch 1600 | loss: 0.0311771 | val_loss: 0.031183 | Time: 6552.02 ms
[2022-03-23 03:38:28 main:574] : INFO : Epoch 1601 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 6519.54 ms
[2022-03-23 03:38:34 main:574] : INFO : Epoch 1602 | loss: 0.0311764 | val_loss: 0.0311836 | Time: 6540.99 ms
[2022-03-23 03:38:41 main:574] : INFO : Epoch 1603 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 6529.74 ms
[2022-03-23 03:38:47 main:574] : INFO : Epoch 1604 | loss: 0.0311763 | val_loss: 0.031182 | Time: 6533.7 ms
[2022-03-23 03:38:54 main:574] : INFO : Epoch 1605 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 6535.61 ms
[2022-03-23 03:39:01 main:574] : INFO : Epoch 1606 | loss: 0.031177 | val_loss: 0.0311827 | Time: 6545.32 ms
[2022-03-23 03:39:07 main:574] : INFO : Epoch 1607 | loss: 0.0311772 | val_loss: 0.0311848 | Time: 6538.33 ms
[2022-03-23 03:39:14 main:574] : INFO : Epoch 1608 | loss: 0.0311777 | val_loss: 0.0311829 | Time: 6535.06 ms
[2022-03-23 03:39:20 main:574] : INFO : Epoch 1609 | loss: 0.0311751 | val_loss: 0.0311832 | Time: 6534.24 ms
[2022-03-23 03:39:27 main:574] : INFO : Epoch 1610 | loss: 0.0311756 | val_loss: 0.0311824 | Time: 6564.28 ms
[2022-03-23 03:39:33 main:574] : INFO : Epoch 1611 | loss: 0.0311752 | val_loss: 0.0311838 | Time: 6515.18 ms
[2022-03-23 03:39:40 main:574] : INFO : Epoch 1612 | loss: 0.0311739 | val_loss: 0.031182 | Time: 6543.73 ms
[2022-03-23 03:39:46 main:574] : INFO : Epoch 1613 | loss: 0.0311734 | val_loss: 0.031184 | Time: 6534.57 ms
[2022-03-23 03:39:53 main:574] : INFO : Epoch 1614 | loss: 0.0311752 | val_loss: 0.0311846 | Time: 6530.03 ms
[2022-03-23 03:39:59 main:574] : INFO : Epoch 1615 | loss: 0.0311774 | val_loss: 0.0311909 | Time: 6529.19 ms
[2022-03-23 03:40:06 main:574] : INFO : Epoch 1616 | loss: 0.0311773 | val_loss: 0.0311849 | Time: 6548.24 ms
[2022-03-23 03:40:13 main:574] : INFO : Epoch 1617 | loss: 0.0311757 | val_loss: 0.0311853 | Time: 6538.99 ms
[2022-03-23 03:40:19 main:574] : INFO : Epoch 1618 | loss: 0.0311787 | val_loss: 0.0311894 | Time: 6531.04 ms
[2022-03-23 03:40:26 main:574] : INFO : Epoch 1619 | loss: 0.031179 | val_loss: 0.0311843 | Time: 6535.25 ms
[2022-03-23 03:40:32 main:574] : INFO : Epoch 1620 | loss: 0.031176 | val_loss: 0.0311833 | Time: 6542.25 ms
[2022-03-23 03:40:39 main:574] : INFO : Epoch 1621 | loss: 0.0311762 | val_loss: 0.0311827 | Time: 6503.91 ms
[2022-03-23 03:40:45 main:574] : INFO : Epoch 1622 | loss: 0.0311776 | val_loss: 0.0311897 | Time: 6548.02 ms
[2022-03-23 03:40:52 main:574] : INFO : Epoch 1623 | loss: 0.0311783 | val_loss: 0.0311865 | Time: 6534.17 ms
[2022-03-23 03:40:58 main:574] : INFO : Epoch 1624 | loss: 0.0311772 | val_loss: 0.031185 | Time: 6594.28 ms
[2022-03-23 03:41:05 main:574] : INFO : Epoch 1625 | loss: 0.0311777 | val_loss: 0.0311868 | Time: 6550.82 ms
[2022-03-23 03:41:11 main:574] : INFO : Epoch 1626 | loss: 0.0311758 | val_loss: 0.0311836 | Time: 6533.71 ms
[2022-03-23 03:41:18 main:574] : INFO : Epoch 1627 | loss: 0.0311751 | val_loss: 0.031184 | Time: 6525.01 ms
[2022-03-23 03:41:25 main:574] : INFO : Epoch 1628 | loss: 0.0311766 | val_loss: 0.0311837 | Time: 6533.91 ms
[2022-03-23 03:41:31 main:574] : INFO : Epoch 1629 | loss: 0.0311754 | val_loss: 0.031184 | Time: 6529.52 ms
[2022-03-23 03:41:38 main:574] : INFO : Epoch 1630 | loss: 0.0311747 | val_loss: 0.0311834 | Time: 6548.67 ms
[2022-03-23 03:41:44 main:574] : INFO : Epoch 1631 | loss: 0.0311747 | val_loss: 0.0311882 | Time: 6527.49 ms
[2022-03-23 03:41:51 main:574] : INFO : Epoch 1632 | loss: 0.0311747 | val_loss: 0.0311847 | Time: 6561.67 ms
[2022-03-23 03:41:57 main:574] : INFO : Epoch 1633 | loss: 0.0311774 | val_loss: 0.0311862 | Time: 6542.93 ms
[2022-03-23 03:42:04 main:574] : INFO : Epoch 1634 | loss: 0.0311759 | val_loss: 0.0311823 | Time: 6516.76 ms
[2022-03-23 03:42:10 main:574] : INFO : Epoch 1635 | loss: 0.0311735 | val_loss: 0.0311861 | Time: 6533.82 ms
[2022-03-23 03:42:17 main:574] : INFO : Epoch 1636 | loss: 0.0311728 | val_loss: 0.0311861 | Time: 6540.63 ms
[2022-03-23 03:42:23 main:574] : INFO : Epoch 1637 | loss: 0.0311752 | val_loss: 0.0311858 | Time: 6522.25 ms
[2022-03-23 03:42:30 main:574] : INFO : Epoch 1638 | loss: 0.0311759 | val_loss: 0.0311861 | Time: 6531.13 ms
[2022-03-23 03:42:36 main:574] : INFO : Epoch 1639 | loss: 0.0311768 | val_loss: 0.0311893 | Time: 6530.98 ms
[2022-03-23 03:42:43 main:574] : INFO : Epoch 1640 | loss: 0.0311767 | val_loss: 0.0311844 | Time: 6541 ms
[2022-03-23 03:42:50 main:574] : INFO : Epoch 1641 | loss: 0.0311735 | val_loss: 0.0311842 | Time: 6534.14 ms
[2022-03-23 03:42:56 main:574] : INFO : Epoch 1642 | loss: 0.0311799 | val_loss: 0.0311913 | Time: 6552.42 ms
[2022-03-23 03:43:03 main:574] : INFO : Epoch 1643 | loss: 0.0311913 | val_loss: 0.0311985 | Time: 6543.8 ms
[2022-03-23 03:43:09 main:574] : INFO : Epoch 1644 | loss: 0.0311927 | val_loss: 0.0311915 | Time: 6528.12 ms
[2022-03-23 03:43:16 main:574] : INFO : Epoch 1645 | loss: 0.0311887 | val_loss: 0.0311908 | Time: 6537.26 ms
[2022-03-23 03:43:22 main:574] : INFO : Epoch 1646 | loss: 0.0311867 | val_loss: 0.0311903 | Time: 6554.62 ms
[2022-03-23 03:43:29 main:574] : INFO : Epoch 1647 | loss: 0.0311863 | val_loss: 0.0311885 | Time: 6510.79 ms
[2022-03-23 03:43:35 main:574] : INFO : Epoch 1648 | loss: 0.0311858 | val_loss: 0.0311894 | Time: 6546.23 ms
[2022-03-23 03:43:42 main:574] : INFO : Epoch 1649 | loss: 0.0311869 | val_loss: 0.0311913 | Time: 6535.82 ms
[2022-03-23 03:43:48 main:574] : INFO : Epoch 1650 | loss: 0.0311851 | val_loss: 0.0311877 | Time: 6536.91 ms
[2022-03-23 03:43:55 main:574] : INFO : Epoch 1651 | loss: 0.0311846 | val_loss: 0.0311884 | Time: 6515.52 ms
[2022-03-23 03:44:01 main:574] : INFO : Epoch 1652 | loss: 0.0311849 | val_loss: 0.0311891 | Time: 6543.88 ms
[2022-03-23 03:44:08 main:574] : INFO : Epoch 1653 | loss: 0.0311845 | val_loss: 0.031201 | Time: 6542.83 ms
[2022-03-23 03:44:15 main:574] : INFO : Epoch 1654 | loss: 0.0311858 | val_loss: 0.0311918 | Time: 6530.51 ms
[2022-03-23 03:44:21 main:574] : INFO : Epoch 1655 | loss: 0.0311837 | val_loss: 0.0311878 | Time: 6536.6 ms
[2022-03-23 03:44:28 main:574] : INFO : Epoch 1656 | loss: 0.0311822 | val_loss: 0.0311891 | Time: 6537 ms
[2022-03-23 03:44:34 main:574] : INFO : Epoch 1657 | loss: 0.0311823 | val_loss: 0.0311869 | Time: 6507.45 ms
[2022-03-23 03:44:41 main:574] : INFO : Epoch 1658 | loss: 0.0311815 | val_loss: 0.0311869 | Time: 6553.93 ms
[2022-03-23 03:44:47 main:574] : INFO : Epoch 1659 | loss: 0.031182 | val_loss: 0.0311883 | Time: 6549.41 ms
[2022-03-23 03:44:54 main:574] : INFO : Epoch 1660 | loss: 0.031181 | val_loss: 0.031188 | Time: 6535.44 ms
[2022-03-23 03:45:00 main:574] : INFO : Epoch 1661 | loss: 0.0311811 | val_loss: 0.0311862 | Time: 6540.61 ms
[2022-03-23 03:45:07 main:574] : INFO : Epoch 1662 | loss: 0.031181 | val_loss: 0.0311863 | Time: 6540.17 ms
[2022-03-23 03:45:13 main:574] : INFO : Epoch 1663 | loss: 0.0311808 | val_loss: 0.0311855 | Time: 6534.1 ms
[2022-03-23 03:45:20 main:574] : INFO : Epoch 1664 | loss: 0.0311798 | val_loss: 0.0311861 | Time: 6524.97 ms
[2022-03-23 03:45:26 main:574] : INFO : Epoch 1665 | loss: 0.0311805 | val_loss: 0.0311862 | Time: 6539.31 ms
[2022-03-23 03:45:33 main:574] : INFO : Epoch 1666 | loss: 0.0311831 | val_loss: 0.03119 | Time: 6560.02 ms
[2022-03-23 03:45:40 main:574] : INFO : Epoch 1667 | loss: 0.0311806 | val_loss: 0.0311856 | Time: 6515.22 ms
[2022-03-23 03:45:46 main:574] : INFO : Epoch 1668 | loss: 0.0311792 | val_loss: 0.0311856 | Time: 6565.22 ms
[2022-03-23 03:45:53 main:574] : INFO : Epoch 1669 | loss: 0.0311794 | val_loss: 0.0311864 | Time: 6536.44 ms
[2022-03-23 03:45:59 main:574] : INFO : Epoch 1670 | loss: 0.0311809 | val_loss: 0.0311847 | Time: 6532.31 ms
[2022-03-23 03:46:06 main:574] : INFO : Epoch 1671 | loss: 0.0311783 | val_loss: 0.0311847 | Time: 6528.11 ms
[2022-03-23 03:46:12 main:574] : INFO : Epoch 1672 | loss: 0.0311841 | val_loss: 0.0311868 | Time: 6549.29 ms
[2022-03-23 03:46:19 main:574] : INFO : Epoch 1673 | loss: 0.0311792 | val_loss: 0.0311885 | Time: 6531.55 ms
[2022-03-23 03:46:25 main:574] : INFO : Epoch 1674 | loss: 0.0311811 | val_loss: 0.031194 | Time: 6526.8 ms
[2022-03-23 03:46:32 main:574] : INFO : Epoch 1675 | loss: 0.0311808 | val_loss: 0.0311852 | Time: 6541.18 ms
[2022-03-23 03:46:38 main:574] : INFO : Epoch 1676 | loss: 0.0311776 | val_loss: 0.0311845 | Time: 6544.79 ms
[2022-03-23 03:46:45 main:574] : INFO : Epoch 1677 | loss: 0.0311778 | val_loss: 0.0311855 | Time: 6516.89 ms
[2022-03-23 03:46:52 main:574] : INFO : Epoch 1678 | loss: 0.0311773 | val_loss: 0.0311928 | Time: 6542.14 ms
[2022-03-23 03:46:58 main:574] : INFO : Epoch 1679 | loss: 0.0311799 | val_loss: 0.0311916 | Time: 6535.92 ms
[2022-03-23 03:47:05 main:574] : INFO : Epoch 1680 | loss: 0.0311788 | val_loss: 0.0311867 | Time: 6524.32 ms
[2022-03-23 03:47:11 main:574] : INFO : Epoch 1681 | loss: 0.0311781 | val_loss: 0.031185 | Time: 6531.61 ms
[2022-03-23 03:47:18 main:574] : INFO : Epoch 1682 | loss: 0.0311806 | val_loss: 0.0311898 | Time: 6540.34 ms
[2022-03-23 03:47:24 main:574] : INFO : Epoch 1683 | loss: 0.0311879 | val_loss: 0.03119 | Time: 6526.6 ms
[2022-03-23 03:47:31 main:574] : INFO : Epoch 1684 | loss: 0.0311882 | val_loss: 0.0311854 | Time: 6524.4 ms
[2022-03-23 03:47:37 main:574] : INFO : Epoch 1685 | loss: 0.0311864 | val_loss: 0.0311894 | Time: 6531.17 ms
[2022-03-23 03:47:44 main:574] : INFO : Epoch 1686 | loss: 0.0311847 | val_loss: 0.0311905 | Time: 6543.41 ms
[2022-03-23 03:47:50 main:574] : INFO : Epoch 1687 | loss: 0.0311938 | val_loss: 0.0312028 | Time: 6520.72 ms
[2022-03-23 03:47:57 main:574] : INFO : Epoch 1688 | loss: 0.0312043 | val_loss: 0.0312113 | Time: 6540.38 ms
[2022-03-23 03:48:03 main:574] : INFO : Epoch 1689 | loss: 0.0312048 | val_loss: 0.0312004 | Time: 6542.86 ms
[2022-03-23 03:48:10 main:574] : INFO : Epoch 1690 | loss: 0.0311997 | val_loss: 0.0311978 | Time: 6526.12 ms
[2022-03-23 03:48:17 main:574] : INFO : Epoch 1691 | loss: 0.0311943 | val_loss: 0.0311933 | Time: 6529.48 ms
[2022-03-23 03:48:23 main:574] : INFO : Epoch 1692 | loss: 0.0311939 | val_loss: 0.0311915 | Time: 6543.78 ms
[2022-03-23 03:48:30 main:574] : INFO : Epoch 1693 | loss: 0.0311919 | val_loss: 0.0311889 | Time: 6522.86 ms
[2022-03-23 03:48:36 main:574] : INFO : Epoch 1694 | loss: 0.0311976 | val_loss: 0.031203 | Time: 6537.65 ms
[2022-03-23 03:48:43 main:574] : INFO : Epoch 1695 | loss: 0.0312029 | val_loss: 0.0312033 | Time: 6534.28 ms
[2022-03-23 03:48:49 main:574] : INFO : Epoch 1696 | loss: 0.0312041 | val_loss: 0.0312085 | Time: 6546.7 ms
[2022-03-23 03:48:56 main:574] : INFO : Epoch 1697 | loss: 0.0312119 | val_loss: 0.0312116 | Time: 6520.68 ms
[2022-03-23 03:49:02 main:574] : INFO : Epoch 1698 | loss: 0.0312114 | val_loss: 0.0312081 | Time: 6545.98 ms
[2022-03-23 03:49:09 main:574] : INFO : Epoch 1699 | loss: 0.0312089 | val_loss: 0.0312099 | Time: 6541.25 ms
[2022-03-23 03:49:15 main:574] : INFO : Epoch 1700 | loss: 0.0312059 | val_loss: 0.0312057 | Time: 6531.95 ms
[2022-03-23 03:49:22 main:574] : INFO : Epoch 1701 | loss: 0.031204 | val_loss: 0.0312043 | Time: 6537.35 ms
[2022-03-23 03:49:28 main:574] : INFO : Epoch 1702 | loss: 0.0312036 | val_loss: 0.0312036 | Time: 6544.69 ms
[2022-03-23 03:49:35 main:574] : INFO : Epoch 1703 | loss: 0.0312029 | val_loss: 0.0312078 | Time: 6515.73 ms
[2022-03-23 03:49:42 main:574] : INFO : Epoch 1704 | loss: 0.0312012 | val_loss: 0.0312011 | Time: 6529.22 ms
[2022-03-23 03:49:48 main:574] : INFO : Epoch 1705 | loss: 0.0312008 | val_loss: 0.0312029 | Time: 6550.85 ms
[2022-03-23 03:49:55 main:574] : INFO : Epoch 1706 | loss: 0.0312035 | val_loss: 0.0312055 | Time: 6533.76 ms
[2022-03-23 03:50:01 main:574] : INFO : Epoch 1707 | loss: 0.0312022 | val_loss: 0.0312053 | Time: 6516.82 ms
[2022-03-23 03:50:08 main:574] : INFO : Epoch 1708 | loss: 0.0312008 | val_loss: 0.0312004 | Time: 6560.42 ms
[2022-03-23 03:50:14 main:574] : INFO : Epoch 1709 | loss: 0.0311988 | val_loss: 0.0311991 | Time: 6532.94 ms
[2022-03-23 03:50:21 main:574] : INFO : Epoch 1710 | loss: 0.0311991 | val_loss: 0.0312027 | Time: 6536.81 ms
[2022-03-23 03:50:27 main:574] : INFO : Epoch 1711 | loss: 0.0311982 | val_loss: 0.0311997 | Time: 6546.36 ms
[2022-03-23 03:50:34 main:574] : INFO : Epoch 1712 | loss: 0.0311979 | val_loss: 0.0312025 | Time: 6546.72 ms
[2022-03-23 03:50:40 main:574] : INFO : Epoch 1713 | loss: 0.031197 | val_loss: 0.0311976 | Time: 6520.62 ms
[2022-03-23 03:50:47 main:574] : INFO : Epoch 1714 | loss: 0.0311974 | val_loss: 0.0311974 | Time: 6545.99 ms
[2022-03-23 03:50:54 main:574] : INFO : Epoch 1715 | loss: 0.0311954 | val_loss: 0.031198 | Time: 6559.93 ms
[2022-03-23 03:51:00 main:574] : INFO : Epoch 1716 | loss: 0.0311948 | val_loss: 0.0311972 | Time: 6595.4 ms
[2022-03-23 03:51:07 main:574] : INFO : Epoch 1717 | loss: 0.0311957 | val_loss: 0.0311971 | Time: 6524.57 ms
[2022-03-23 03:51:13 main:574] : INFO : Epoch 1718 | loss: 0.0311951 | val_loss: 0.0311968 | Time: 6541.17 ms
[2022-03-23 03:51:20 main:574] : INFO : Epoch 1719 | loss: 0.0311948 | val_loss: 0.0311972 | Time: 6526.94 ms
[2022-03-23 03:51:26 main:574] : INFO : Epoch 1720 | loss: 0.031195 | val_loss: 0.0311968 | Time: 6528.44 ms
[2022-03-23 03:51:33 main:574] : INFO : Epoch 1721 | loss: 0.0311943 | val_loss: 0.0312024 | Time: 6533.23 ms
[2022-03-23 03:51:39 main:574] : INFO : Epoch 1722 | loss: 0.0311979 | val_loss: 0.0312021 | Time: 6546.34 ms
[2022-03-23 03:51:46 main:574] : INFO : Epoch 1723 | loss: 0.0312006 | val_loss: 0.0312022 | Time: 6515.92 ms
[2022-03-23 03:51:52 main:574] : INFO : Epoch 1724 | loss: 0.0311976 | val_loss: 0.0312021 | Time: 6540.75 ms
[2022-03-23 03:51:59 main:574] : INFO : Epoch 1725 | loss: 0.0311984 | val_loss: 0.0311986 | Time: 6529.48 ms
[2022-03-23 03:52:05 main:574] : INFO : Epoch 1726 | loss: 0.0311967 | val_loss: 0.0311976 | Time: 6551.51 ms
[2022-03-23 03:52:12 main:574] : INFO : Epoch 1727 | loss: 0.0311946 | val_loss: 0.0311958 | Time: 6535.85 ms
[2022-03-23 03:52:19 main:574] : INFO : Epoch 1728 | loss: 0.031196 | val_loss: 0.0311967 | Time: 6553.48 ms
[2022-03-23 03:52:25 main:574] : INFO : Epoch 1729 | loss: 0.031194 | val_loss: 0.0311968 | Time: 6530.09 ms
[2022-03-23 03:52:32 main:574] : INFO : Epoch 1730 | loss: 0.031194 | val_loss: 0.0311975 | Time: 6513.65 ms
[2022-03-23 03:52:38 main:574] : INFO : Epoch 1731 | loss: 0.0311934 | val_loss: 0.0311965 | Time: 6537.64 ms
[2022-03-23 03:52:45 main:574] : INFO : Epoch 1732 | loss: 0.0311941 | val_loss: 0.0311954 | Time: 6535.49 ms
[2022-03-23 03:52:51 main:574] : INFO : Epoch 1733 | loss: 0.0311956 | val_loss: 0.0311979 | Time: 6518.15 ms
[2022-03-23 03:52:58 main:574] : INFO : Epoch 1734 | loss: 0.0311937 | val_loss: 0.0311968 | Time: 6546.27 ms
[2022-03-23 03:53:04 main:574] : INFO : Epoch 1735 | loss: 0.0311938 | val_loss: 0.0311965 | Time: 6534.97 ms
[2022-03-23 03:53:11 main:574] : INFO : Epoch 1736 | loss: 0.0311925 | val_loss: 0.0311956 | Time: 6527.02 ms
[2022-03-23 03:53:17 main:574] : INFO : Epoch 1737 | loss: 0.0311935 | val_loss: 0.0311973 | Time: 6520.32 ms
[2022-03-23 03:53:24 main:574] : INFO : Epoch 1738 | loss: 0.0311956 | val_loss: 0.0311985 | Time: 6537.25 ms
[2022-03-23 03:53:30 main:574] : INFO : Epoch 1739 | loss: 0.0311934 | val_loss: 0.031195 | Time: 6528.82 ms
[2022-03-23 03:53:37 main:574] : INFO : Epoch 1740 | loss: 0.0311943 | val_loss: 0.0311968 | Time: 6520.36 ms
[2022-03-23 03:53:44 main:574] : INFO : Epoch 1741 | loss: 0.031194 | val_loss: 0.0311968 | Time: 6543.46 ms
[2022-03-23 03:53:50 main:574] : INFO : Epoch 1742 | loss: 0.0311942 | val_loss: 0.0311953 | Time: 6694.54 ms
[2022-03-23 03:53:57 main:574] : INFO : Epoch 1743 | loss: 0.0311924 | val_loss: 0.0311942 | Time: 6938.38 ms
[2022-03-23 03:54:05 main:574] : INFO : Epoch 1744 | loss: 0.0311922 | val_loss: 0.0311966 | Time: 7637.9 ms
[2022-03-23 03:54:12 main:574] : INFO : Epoch 1745 | loss: 0.0311946 | val_loss: 0.0311962 | Time: 6691.33 ms
[2022-03-23 03:54:18 main:574] : INFO : Epoch 1746 | loss: 0.0311944 | val_loss: 0.0311966 | Time: 6823.91 ms
[2022-03-23 03:54:25 main:574] : INFO : Epoch 1747 | loss: 0.0311929 | val_loss: 0.0311951 | Time: 6833.11 ms
[2022-03-23 03:54:32 main:574] : INFO : Epoch 1748 | loss: 0.0311926 | val_loss: 0.0311956 | Time: 6728.45 ms
[2022-03-23 03:54:39 main:574] : INFO : Epoch 1749 | loss: 0.0311939 | val_loss: 0.0311991 | Time: 6712.21 ms
[2022-03-23 03:54:45 main:574] : INFO : Epoch 1750 | loss: 0.0311929 | val_loss: 0.0311965 | Time: 6778.77 ms
[2022-03-23 03:54:52 main:574] : INFO : Epoch 1751 | loss: 0.0311954 | val_loss: 0.0311954 | Time: 6657.31 ms
[2022-03-23 03:54:59 main:574] : INFO : Epoch 1752 | loss: 0.0311928 | val_loss: 0.031195 | Time: 6547.89 ms
[2022-03-23 03:55:05 main:574] : INFO : Epoch 1753 | loss: 0.0311938 | val_loss: 0.0311981 | Time: 6726.37 ms
[2022-03-23 03:55:12 main:574] : INFO : Epoch 1754 | loss: 0.0311955 | val_loss: 0.0311977 | Time: 6541.9 ms
[2022-03-23 03:55:19 main:574] : INFO : Epoch 1755 | loss: 0.0311978 | val_loss: 0.0311981 | Time: 6556.58 ms
[2022-03-23 03:55:25 main:574] : INFO : Epoch 1756 | loss: 0.0311964 | val_loss: 0.0311964 | Time: 6525.85 ms
[2022-03-23 03:55:32 main:574] : INFO : Epoch 1757 | loss: 0.0311926 | val_loss: 0.0311941 | Time: 6514.53 ms
[2022-03-23 03:55:39 main:574] : INFO : Epoch 1758 | loss: 0.0311933 | val_loss: 0.0311997 | Time: 6529.58 ms
[2022-03-23 03:55:45 main:574] : INFO : Epoch 1759 | loss: 0.0312044 | val_loss: 0.0312036 | Time: 6536.48 ms
[2022-03-23 03:55:52 main:574] : INFO : Epoch 1760 | loss: 0.0312019 | val_loss: 0.0312003 | Time: 6514.87 ms
[2022-03-23 03:55:58 main:574] : INFO : Epoch 1761 | loss: 0.0312004 | val_loss: 0.0312022 | Time: 6529.82 ms
[2022-03-23 03:56:05 main:574] : INFO : Epoch 1762 | loss: 0.0312002 | val_loss: 0.0312 | Time: 6551.02 ms
[2022-03-23 03:56:11 main:574] : INFO : Epoch 1763 | loss: 0.0311992 | val_loss: 0.0311991 | Time: 6537.58 ms
[2022-03-23 03:56:18 main:574] : INFO : Epoch 1764 | loss: 0.0311984 | val_loss: 0.0311966 | Time: 6543.6 ms
[2022-03-23 03:56:25 main:574] : INFO : Epoch 1765 | loss: 0.0311977 | val_loss: 0.0311963 | Time: 6563.01 ms
[2022-03-23 03:56:31 main:574] : INFO : Epoch 1766 | loss: 0.0311973 | val_loss: 0.0311964 | Time: 6702.64 ms
[2022-03-23 03:56:38 main:574] : INFO : Epoch 1767 | loss: 0.0311968 | val_loss: 0.0311959 | Time: 6531.11 ms
[2022-03-23 03:56:45 main:574] : INFO : Epoch 1768 | loss: 0.0311962 | val_loss: 0.0311959 | Time: 6549.78 ms
[2022-03-23 03:56:51 main:574] : INFO : Epoch 1769 | loss: 0.0311962 | val_loss: 0.0311957 | Time: 6526.42 ms
[2022-03-23 03:56:58 main:574] : INFO : Epoch 1770 | loss: 0.0311984 | val_loss: 0.0311983 | Time: 6580.62 ms
[2022-03-23 03:57:05 main:574] : INFO : Epoch 1771 | loss: 0.0311969 | val_loss: 0.0311977 | Time: 6530.68 ms
[2022-03-23 03:57:11 main:574] : INFO : Epoch 1772 | loss: 0.0311978 | val_loss: 0.031196 | Time: 6536.78 ms
[2022-03-23 03:57:18 main:574] : INFO : Epoch 1773 | loss: 0.0311964 | val_loss: 0.0311964 | Time: 6557.01 ms
[2022-03-23 03:57:25 main:574] : INFO : Epoch 1774 | loss: 0.031196 | val_loss: 0.0311948 | Time: 6574.25 ms
[2022-03-23 03:57:32 main:574] : INFO : Epoch 1775 | loss: 0.0311968 | val_loss: 0.0311956 | Time: 7104.38 ms
[2022-03-23 03:57:39 main:574] : INFO : Epoch 1776 | loss: 0.0311954 | val_loss: 0.0311942 | Time: 6568.26 ms
[2022-03-23 03:57:46 main:574] : INFO : Epoch 1777 | loss: 0.0311948 | val_loss: 0.0311993 | Time: 6544.41 ms
[2022-03-23 03:57:52 main:574] : INFO : Epoch 1778 | loss: 0.0311948 | val_loss: 0.0311949 | Time: 6612.72 ms
[2022-03-23 03:59:17 main:574] : INFO : Epoch 1779 | loss: 0.0311961 | val_loss: 0.0311977 | Time: 84602.7 ms
[2022-03-23 03:59:24 main:574] : INFO : Epoch 1780 | loss: 0.0312004 | val_loss: 0.0311994 | Time: 6524.44 ms
[2022-03-23 03:59:30 main:574] : INFO : Epoch 1781 | loss: 0.0311982 | val_loss: 0.0311981 | Time: 6515.68 ms
[2022-03-23 03:59:37 main:574] : INFO : Epoch 1782 | loss: 0.031198 | val_loss: 0.0311985 | Time: 6513 ms
[2022-03-23 03:59:43 main:574] : INFO : Epoch 1783 | loss: 0.0311993 | val_loss: 0.0312013 | Time: 6518.66 ms
[2022-03-23 03:59:50 main:574] : INFO : Epoch 1784 | loss: 0.0312011 | val_loss: 0.0312005 | Time: 6529.68 ms
[2022-03-23 03:59:56 main:574] : INFO : Epoch 1785 | loss: 0.0311986 | val_loss: 0.0311991 | Time: 6528.06 ms
[2022-03-23 04:00:03 main:574] : INFO : Epoch 1786 | loss: 0.0311994 | val_loss: 0.0311994 | Time: 6508.69 ms
[2022-03-23 04:00:09 main:574] : INFO : Epoch 1787 | loss: 0.0311982 | val_loss: 0.0311968 | Time: 6527.74 ms
[2022-03-23 04:00:16 main:574] : INFO : Epoch 1788 | loss: 0.0311971 | val_loss: 0.0311965 | Time: 6524.84 ms
[2022-03-23 04:00:22 main:574] : INFO : Epoch 1789 | loss: 0.0311977 | val_loss: 0.0312005 | Time: 6528.65 ms
[2022-03-23 04:00:29 main:574] : INFO : Epoch 1790 | loss: 0.0311983 | val_loss: 0.0311951 | Time: 6534.41 ms
[2022-03-23 04:00:35 main:574] : INFO : Epoch 1791 | loss: 0.0311948 | val_loss: 0.0311951 | Time: 6550.19 ms
[2022-03-23 04:00:42 main:574] : INFO : Epoch 1792 | loss: 0.0311939 | val_loss: 0.0311955 | Time: 6524.69 ms
[2022-03-23 04:00:49 main:574] : INFO : Epoch 1793 | loss: 0.0311932 | val_loss: 0.0311952 | Time: 6520.3 ms
[2022-03-23 04:00:55 main:574] : INFO : Epoch 1794 | loss: 0.031194 | val_loss: 0.0311967 | Time: 6529.57 ms
[2022-03-23 04:01:02 main:574] : INFO : Epoch 1795 | loss: 0.0311943 | val_loss: 0.0311929 | Time: 6534.31 ms
[2022-03-23 04:01:08 main:574] : INFO : Epoch 1796 | loss: 0.031193 | val_loss: 0.0311933 | Time: 6502.08 ms
[2022-03-23 04:01:15 main:574] : INFO : Epoch 1797 | loss: 0.0311939 | val_loss: 0.0311933 | Time: 6553.02 ms
[2022-03-23 04:01:21 main:574] : INFO : Epoch 1798 | loss: 0.0311936 | val_loss: 0.0311924 | Time: 6535.69 ms
[2022-03-23 04:01:28 main:574] : INFO : Epoch 1799 | loss: 0.0311933 | val_loss: 0.0311923 | Time: 6511.71 ms
[2022-03-23 04:01:34 main:574] : INFO : Epoch 1800 | loss: 0.0311936 | val_loss: 0.0311925 | Time: 6524.25 ms
[2022-03-23 04:01:41 main:574] : INFO : Epoch 1801 | loss: 0.0311922 | val_loss: 0.0311938 | Time: 6539.68 ms
[2022-03-23 04:01:47 main:574] : INFO : Epoch 1802 | loss: 0.0311922 | val_loss: 0.0311947 | Time: 6536.93 ms
[2022-03-23 04:01:54 main:574] : INFO : Epoch 1803 | loss: 0.0311923 | val_loss: 0.0311915 | Time: 6527.65 ms
[2022-03-23 04:02:00 main:574] : INFO : Epoch 1804 | loss: 0.0311924 | val_loss: 0.0311915 | Time: 6542.24 ms
[2022-03-23 04:02:07 main:574] : INFO : Epoch 1805 | loss: 0.0311913 | val_loss: 0.0311914 | Time: 6558.07 ms
[2022-03-23 04:02:13 main:574] : INFO : Epoch 1806 | loss: 0.031192 | val_loss: 0.031196 | Time: 6511.81 ms
[2022-03-23 04:02:20 main:574] : INFO : Epoch 1807 | loss: 0.0311923 | val_loss: 0.0311917 | Time: 6541.77 ms
[2022-03-23 04:02:27 main:574] : INFO : Epoch 1808 | loss: 0.0311908 | val_loss: 0.0311917 | Time: 6532.88 ms
[2022-03-23 04:02:33 main:574] : INFO : Epoch 1809 | loss: 0.0311925 | val_loss: 0.0311929 | Time: 6527.65 ms
[2022-03-23 04:02:40 main:574] : INFO : Epoch 1810 | loss: 0.0311909 | val_loss: 0.0311928 | Time: 6534.25 ms
[2022-03-23 04:02:46 main:574] : INFO : Epoch 1811 | loss: 0.0311943 | val_loss: 0.031195 | Time: 6539.86 ms
[2022-03-23 04:02:53 main:574] : INFO : Epoch 1812 | loss: 0.0311926 | val_loss: 0.0311925 | Time: 6559.16 ms
[2022-03-23 04:02:59 main:574] : INFO : Epoch 1813 | loss: 0.0311911 | val_loss: 0.031194 | Time: 6552.85 ms
[2022-03-23 04:03:06 main:574] : INFO : Epoch 1814 | loss: 0.0311903 | val_loss: 0.0311913 | Time: 6538.26 ms
[2022-03-23 04:03:12 main:574] : INFO : Epoch 1815 | loss: 0.0311899 | val_loss: 0.031192 | Time: 6555.53 ms
[2022-03-23 04:03:19 main:574] : INFO : Epoch 1816 | loss: 0.0311923 | val_loss: 0.0312043 | Time: 6515.99 ms
[2022-03-23 04:03:25 main:574] : INFO : Epoch 1817 | loss: 0.031193 | val_loss: 0.0311927 | Time: 6552.86 ms
[2022-03-23 04:03:32 main:574] : INFO : Epoch 1818 | loss: 0.0311894 | val_loss: 0.0311918 | Time: 6541.67 ms
[2022-03-23 04:03:39 main:574] : INFO : Epoch 1819 | loss: 0.0311898 | val_loss: 0.0311916 | Time: 6525.17 ms
[2022-03-23 04:03:45 main:574] : INFO : Epoch 1820 | loss: 0.0311898 | val_loss: 0.0311906 | Time: 6534.69 ms
[2022-03-23 04:03:52 main:574] : INFO : Epoch 1821 | loss: 0.0311891 | val_loss: 0.0311925 | Time: 6540.88 ms
[2022-03-23 04:03:58 main:574] : INFO : Epoch 1822 | loss: 0.0311893 | val_loss: 0.031192 | Time: 6520.2 ms
[2022-03-23 04:04:05 main:574] : INFO : Epoch 1823 | loss: 0.031191 | val_loss: 0.031193 | Time: 6527.27 ms
[2022-03-23 04:04:11 main:574] : INFO : Epoch 1824 | loss: 0.03119 | val_loss: 0.031193 | Time: 6533.06 ms
[2022-03-23 04:04:18 main:574] : INFO : Epoch 1825 | loss: 0.0311892 | val_loss: 0.0311905 | Time: 6544.93 ms
[2022-03-23 04:04:24 main:574] : INFO : Epoch 1826 | loss: 0.0311886 | val_loss: 0.0311977 | Time: 6506.34 ms
[2022-03-23 04:04:31 main:574] : INFO : Epoch 1827 | loss: 0.0311912 | val_loss: 0.0311905 | Time: 6534.79 ms
[2022-03-23 04:04:37 main:574] : INFO : Epoch 1828 | loss: 0.03119 | val_loss: 0.0311915 | Time: 6546.15 ms
[2022-03-23 04:04:44 main:574] : INFO : Epoch 1829 | loss: 0.031189 | val_loss: 0.0311907 | Time: 6524.51 ms
[2022-03-23 04:04:50 main:574] : INFO : Epoch 1830 | loss: 0.0311891 | val_loss: 0.0311924 | Time: 6534.12 ms
[2022-03-23 04:04:57 main:574] : INFO : Epoch 1831 | loss: 0.0311887 | val_loss: 0.0311918 | Time: 6540.67 ms
[2022-03-23 04:05:04 main:574] : INFO : Epoch 1832 | loss: 0.0311886 | val_loss: 0.0311976 | Time: 6518.04 ms
[2022-03-23 04:05:10 main:574] : INFO : Epoch 1833 | loss: 0.0311912 | val_loss: 0.0311934 | Time: 6548.75 ms
[2022-03-23 04:05:17 main:574] : INFO : Epoch 1834 | loss: 0.0311901 | val_loss: 0.0311903 | Time: 6543.59 ms
[2022-03-23 04:05:23 main:574] : INFO : Epoch 1835 | loss: 0.0311884 | val_loss: 0.0311906 | Time: 6517.98 ms
[2022-03-23 04:05:30 main:574] : INFO : Epoch 1836 | loss: 0.0311873 | val_loss: 0.0311906 | Time: 6521.97 ms
[2022-03-23 04:05:36 main:574] : INFO : Epoch 1837 | loss: 0.0311881 | val_loss: 0.0311915 | Time: 6540.93 ms
[2022-03-23 04:05:43 main:574] : INFO : Epoch 1838 | loss: 0.0311877 | val_loss: 0.0311911 | Time: 6550.06 ms
[2022-03-23 04:05:49 main:574] : INFO : Epoch 1839 | loss: 0.0311889 | val_loss: 0.0311903 | Time: 6517.2 ms
[2022-03-23 04:05:56 main:574] : INFO : Epoch 1840 | loss: 0.0311897 | val_loss: 0.0311903 | Time: 6545.34 ms
[2022-03-23 04:06:02 main:574] : INFO : Epoch 1841 | loss: 0.0311882 | val_loss: 0.0311907 | Time: 6554.47 ms
[2022-03-23 04:06:09 main:574] : INFO : Epoch 1842 | loss: 0.0311882 | val_loss: 0.0311901 | Time: 6504.86 ms
[2022-03-23 04:06:16 main:574] : INFO : Epoch 1843 | loss: 0.0311889 | val_loss: 0.0311912 | Time: 6541.98 ms
[2022-03-23 04:06:22 main:574] : INFO : Epoch 1844 | loss: 0.0311888 | val_loss: 0.031191 | Time: 6529.19 ms
[2022-03-23 04:06:29 main:574] : INFO : Epoch 1845 | loss: 0.0311873 | val_loss: 0.0311916 | Time: 6537.58 ms
[2022-03-23 04:06:35 main:574] : INFO : Epoch 1846 | loss: 0.0311889 | val_loss: 0.0311911 | Time: 6523.14 ms
[2022-03-23 04:06:42 main:574] : INFO : Epoch 1847 | loss: 0.031187 | val_loss: 0.0311912 | Time: 6544.69 ms
[2022-03-23 04:06:48 main:574] : INFO : Epoch 1848 | loss: 0.0311877 | val_loss: 0.0311908 | Time: 6553.41 ms
[2022-03-23 04:06:55 main:574] : INFO : Epoch 1849 | loss: 0.0311875 | val_loss: 0.0311915 | Time: 6522.22 ms
[2022-03-23 04:07:01 main:574] : INFO : Epoch 1850 | loss: 0.0311887 | val_loss: 0.0311913 | Time: 6532.11 ms
[2022-03-23 04:07:08 main:574] : INFO : Epoch 1851 | loss: 0.0311898 | val_loss: 0.0311915 | Time: 6545.26 ms
[2022-03-23 04:07:14 main:574] : INFO : Epoch 1852 | loss: 0.0311879 | val_loss: 0.0311918 | Time: 6514.28 ms
[2022-03-23 04:07:21 main:574] : INFO : Epoch 1853 | loss: 0.031188 | val_loss: 0.0311927 | Time: 6554.67 ms
[2022-03-23 04:07:27 main:574] : INFO : Epoch 1854 | loss: 0.0311904 | val_loss: 0.0311983 | Time: 6538 ms
[2022-03-23 04:07:34 main:574] : INFO : Epoch 1855 | loss: 0.0311899 | val_loss: 0.03119 | Time: 6544.25 ms
[2022-03-23 04:07:41 main:574] : INFO : Epoch 1856 | loss: 0.0311877 | val_loss: 0.0311918 | Time: 6530.66 ms
[2022-03-23 04:07:47 main:574] : INFO : Epoch 1857 | loss: 0.0311871 | val_loss: 0.0311918 | Time: 6543.48 ms
[2022-03-23 04:07:54 main:574] : INFO : Epoch 1858 | loss: 0.0311882 | val_loss: 0.0311964 | Time: 6528.06 ms
[2022-03-23 04:08:00 main:574] : INFO : Epoch 1859 | loss: 0.0311932 | val_loss: 0.0312047 | Time: 6525.66 ms
[2022-03-23 04:08:07 main:574] : INFO : Epoch 1860 | loss: 0.0311935 | val_loss: 0.0311936 | Time: 6537.73 ms
[2022-03-23 04:08:13 main:574] : INFO : Epoch 1861 | loss: 0.0311881 | val_loss: 0.0311905 | Time: 6531.84 ms
[2022-03-23 04:08:20 main:574] : INFO : Epoch 1862 | loss: 0.0311871 | val_loss: 0.0311908 | Time: 6512.01 ms
[2022-03-23 04:08:26 main:574] : INFO : Epoch 1863 | loss: 0.0311881 | val_loss: 0.0311928 | Time: 6543.32 ms
[2022-03-23 04:08:33 main:574] : INFO : Epoch 1864 | loss: 0.0311875 | val_loss: 0.0311922 | Time: 6558.02 ms
[2022-03-23 04:08:39 main:574] : INFO : Epoch 1865 | loss: 0.0311875 | val_loss: 0.0311909 | Time: 6522.53 ms
[2022-03-23 04:08:46 main:574] : INFO : Epoch 1866 | loss: 0.0311863 | val_loss: 0.0311979 | Time: 6565.75 ms
[2022-03-23 04:08:53 main:574] : INFO : Epoch 1867 | loss: 0.0311885 | val_loss: 0.0311962 | Time: 6572.14 ms
[2022-03-23 04:08:59 main:574] : INFO : Epoch 1868 | loss: 0.0311889 | val_loss: 0.0311936 | Time: 6521.58 ms
[2022-03-23 04:09:06 main:574] : INFO : Epoch 1869 | loss: 0.0311869 | val_loss: 0.0311936 | Time: 6539.66 ms
[2022-03-23 04:09:12 main:574] : INFO : Epoch 1870 | loss: 0.0311867 | val_loss: 0.0311961 | Time: 6539.09 ms
[2022-03-23 04:09:19 main:574] : INFO : Epoch 1871 | loss: 0.0311872 | val_loss: 0.0311934 | Time: 6537.78 ms
[2022-03-23 04:09:25 main:574] : INFO : Epoch 1872 | loss: 0.0311857 | val_loss: 0.0311935 | Time: 6516.22 ms
[2022-03-23 04:09:32 main:574] : INFO : Epoch 1873 | loss: 0.0311854 | val_loss: 0.0311955 | Time: 6541.97 ms
[2022-03-23 04:09:38 main:574] : INFO : Epoch 1874 | loss: 0.031188 | val_loss: 0.031195 | Time: 6536.48 ms
[2022-03-23 04:09:45 main:574] : INFO : Epoch 1875 | loss: 0.0311884 | val_loss: 0.0311953 | Time: 6527.59 ms
[2022-03-23 04:09:51 main:574] : INFO : Epoch 1876 | loss: 0.0311866 | val_loss: 0.0311944 | Time: 6532.49 ms
[2022-03-23 04:09:58 main:574] : INFO : Epoch 1877 | loss: 0.0311859 | val_loss: 0.0311933 | Time: 6546.26 ms
[2022-03-23 04:10:04 main:574] : INFO : Epoch 1878 | loss: 0.0311846 | val_loss: 0.0311929 | Time: 6538.74 ms
[2022-03-23 04:10:11 main:574] : INFO : Epoch 1879 | loss: 0.0311843 | val_loss: 0.0311942 | Time: 6526.13 ms
[2022-03-23 04:10:18 main:574] : INFO : Epoch 1880 | loss: 0.0311873 | val_loss: 0.0311947 | Time: 6537.43 ms
[2022-03-23 04:10:24 main:574] : INFO : Epoch 1881 | loss: 0.0311855 | val_loss: 0.031192 | Time: 6556.95 ms
[2022-03-23 04:10:31 main:574] : INFO : Epoch 1882 | loss: 0.0311857 | val_loss: 0.0311963 | Time: 6524.64 ms
[2022-03-23 04:10:37 main:574] : INFO : Epoch 1883 | loss: 0.0311863 | val_loss: 0.0311924 | Time: 6543.25 ms
[2022-03-23 04:10:44 main:574] : INFO : Epoch 1884 | loss: 0.0311874 | val_loss: 0.0311919 | Time: 6529 ms
[2022-03-23 04:10:50 main:574] : INFO : Epoch 1885 | loss: 0.0311873 | val_loss: 0.031193 | Time: 6512.17 ms
[2022-03-23 04:10:57 main:574] : INFO : Epoch 1886 | loss: 0.031186 | val_loss: 0.0311952 | Time: 6535.58 ms
[2022-03-23 04:11:03 main:574] : INFO : Epoch 1887 | loss: 0.031186 | val_loss: 0.031195 | Time: 6537.83 ms
[2022-03-23 04:11:10 main:574] : INFO : Epoch 1888 | loss: 0.0311854 | val_loss: 0.0311903 | Time: 6525.65 ms
[2022-03-23 04:11:16 main:574] : INFO : Epoch 1889 | loss: 0.0311859 | val_loss: 0.03119 | Time: 6538.18 ms
[2022-03-23 04:11:23 main:574] : INFO : Epoch 1890 | loss: 0.0311856 | val_loss: 0.0311899 | Time: 6535.6 ms
[2022-03-23 04:11:29 main:574] : INFO : Epoch 1891 | loss: 0.0311854 | val_loss: 0.0311912 | Time: 6541 ms
[2022-03-23 04:11:36 main:574] : INFO : Epoch 1892 | loss: 0.0311866 | val_loss: 0.031192 | Time: 6523.02 ms
[2022-03-23 04:11:43 main:574] : INFO : Epoch 1893 | loss: 0.0311848 | val_loss: 0.0311925 | Time: 6543.13 ms
[2022-03-23 04:11:49 main:574] : INFO : Epoch 1894 | loss: 0.0311862 | val_loss: 0.031201 | Time: 6533.78 ms
[2022-03-23 04:11:56 main:574] : INFO : Epoch 1895 | loss: 0.0311878 | val_loss: 0.0311926 | Time: 6543.05 ms
[2022-03-23 04:12:02 main:574] : INFO : Epoch 1896 | loss: 0.0311869 | val_loss: 0.0311924 | Time: 6544.7 ms
[2022-03-23 04:12:09 main:574] : INFO : Epoch 1897 | loss: 0.0311864 | val_loss: 0.0311929 | Time: 6554.44 ms
[2022-03-23 04:12:15 main:574] : INFO : Epoch 1898 | loss: 0.0311849 | val_loss: 0.0311919 | Time: 6513.83 ms
[2022-03-23 04:12:22 main:574] : INFO : Epoch 1899 | loss: 0.0311851 | val_loss: 0.0311929 | Time: 6535.09 ms
[2022-03-23 04:12:28 main:574] : INFO : Epoch 1900 | loss: 0.0311859 | val_loss: 0.0311932 | Time: 6539.16 ms
[2022-03-23 04:12:35 main:574] : INFO : Epoch 1901 | loss: 0.0311857 | val_loss: 0.0311918 | Time: 6531.73 ms
[2022-03-23 04:12:41 main:574] : INFO : Epoch 1902 | loss: 0.0311855 | val_loss: 0.0311929 | Time: 6528.9 ms
[2022-03-23 04:12:48 main:574] : INFO : Epoch 1903 | loss: 0.0311849 | val_loss: 0.031192 | Time: 6535.38 ms
[2022-03-23 04:12:55 main:574] : INFO : Epoch 1904 | loss: 0.0311858 | val_loss: 0.0311925 | Time: 6544.71 ms
[2022-03-23 04:13:01 main:574] : INFO : Epoch 1905 | loss: 0.031187 | val_loss: 0.0311969 | Time: 6532.11 ms
[2022-03-23 04:13:08 main:574] : INFO : Epoch 1906 | loss: 0.0311868 | val_loss: 0.0311917 | Time: 6547.63 ms
[2022-03-23 04:13:14 main:574] : INFO : Epoch 1907 | loss: 0.0311856 | val_loss: 0.0311925 | Time: 6581.2 ms
[2022-03-23 04:13:21 main:574] : INFO : Epoch 1908 | loss: 0.0311839 | val_loss: 0.0311924 | Time: 6513.22 ms
[2022-03-23 04:13:27 main:574] : INFO : Epoch 1909 | loss: 0.0311829 | val_loss: 0.0311909 | Time: 6542.22 ms
[2022-03-23 04:13:34 main:574] : INFO : Epoch 1910 | loss: 0.0311828 | val_loss: 0.0311927 | Time: 6577.79 ms
[2022-03-23 04:13:40 main:574] : INFO : Epoch 1911 | loss: 0.0311834 | val_loss: 0.0311931 | Time: 6533.65 ms
[2022-03-23 04:13:47 main:574] : INFO : Epoch 1912 | loss: 0.0311835 | val_loss: 0.031191 | Time: 6530.67 ms
[2022-03-23 04:13:54 main:574] : INFO : Epoch 1913 | loss: 0.031184 | val_loss: 0.0311917 | Time: 6561.9 ms
[2022-03-23 04:14:00 main:574] : INFO : Epoch 1914 | loss: 0.0311836 | val_loss: 0.0311921 | Time: 6532.47 ms
[2022-03-23 04:14:07 main:574] : INFO : Epoch 1915 | loss: 0.0311838 | val_loss: 0.0311914 | Time: 6529.61 ms
[2022-03-23 04:14:13 main:574] : INFO : Epoch 1916 | loss: 0.031184 | val_loss: 0.0312021 | Time: 6547.42 ms
[2022-03-23 04:14:20 main:574] : INFO : Epoch 1917 | loss: 0.031189 | val_loss: 0.0311946 | Time: 6540.24 ms
[2022-03-23 04:14:26 main:574] : INFO : Epoch 1918 | loss: 0.0311944 | val_loss: 0.0311967 | Time: 6506.25 ms
[2022-03-23 04:14:33 main:574] : INFO : Epoch 1919 | loss: 0.031194 | val_loss: 0.0311938 | Time: 6564.32 ms
[2022-03-23 04:14:39 main:574] : INFO : Epoch 1920 | loss: 0.0311904 | val_loss: 0.0311929 | Time: 6533.48 ms
[2022-03-23 04:14:46 main:574] : INFO : Epoch 1921 | loss: 0.0311902 | val_loss: 0.0311918 | Time: 6523.2 ms
[2022-03-23 04:14:52 main:574] : INFO : Epoch 1922 | loss: 0.0311892 | val_loss: 0.0311913 | Time: 6536.26 ms
[2022-03-23 04:14:59 main:574] : INFO : Epoch 1923 | loss: 0.0311896 | val_loss: 0.0311905 | Time: 6539.52 ms
[2022-03-23 04:15:05 main:574] : INFO : Epoch 1924 | loss: 0.0311886 | val_loss: 0.0311907 | Time: 6531.1 ms
[2022-03-23 04:15:12 main:574] : INFO : Epoch 1925 | loss: 0.0311896 | val_loss: 0.0311966 | Time: 6528.96 ms
[2022-03-23 04:15:19 main:574] : INFO : Epoch 1926 | loss: 0.0311883 | val_loss: 0.0311912 | Time: 6576.89 ms
[2022-03-23 04:15:25 main:574] : INFO : Epoch 1927 | loss: 0.0311873 | val_loss: 0.031191 | Time: 6541.75 ms
[2022-03-23 04:15:32 main:574] : INFO : Epoch 1928 | loss: 0.0311863 | val_loss: 0.0311929 | Time: 6521.62 ms
[2022-03-23 04:15:38 main:574] : INFO : Epoch 1929 | loss: 0.0311863 | val_loss: 0.031192 | Time: 6555.61 ms
[2022-03-23 04:15:45 main:574] : INFO : Epoch 1930 | loss: 0.0311901 | val_loss: 0.0311915 | Time: 6538.23 ms
[2022-03-23 04:15:51 main:574] : INFO : Epoch 1931 | loss: 0.0311872 | val_loss: 0.0311914 | Time: 6521.36 ms
[2022-03-23 04:15:58 main:574] : INFO : Epoch 1932 | loss: 0.0311853 | val_loss: 0.0311907 | Time: 6538.48 ms
[2022-03-23 04:16:04 main:574] : INFO : Epoch 1933 | loss: 0.0311883 | val_loss: 0.0312013 | Time: 6549.49 ms
[2022-03-23 04:16:11 main:574] : INFO : Epoch 1934 | loss: 0.0311876 | val_loss: 0.0311926 | Time: 6519.63 ms
[2022-03-23 04:16:18 main:574] : INFO : Epoch 1935 | loss: 0.0311857 | val_loss: 0.0311914 | Time: 6536.47 ms
[2022-03-23 04:16:24 main:574] : INFO : Epoch 1936 | loss: 0.0311852 | val_loss: 0.0311944 | Time: 6543.57 ms
[2022-03-23 04:16:31 main:574] : INFO : Epoch 1937 | loss: 0.0311851 | val_loss: 0.0311909 | Time: 6543.19 ms
[2022-03-23 04:16:37 main:574] : INFO : Epoch 1938 | loss: 0.0311845 | val_loss: 0.0311921 | Time: 6506.72 ms
[2022-03-23 04:16:44 main:574] : INFO : Epoch 1939 | loss: 0.0311863 | val_loss: 0.0311927 | Time: 6533 ms
[2022-03-23 04:16:50 main:574] : INFO : Epoch 1940 | loss: 0.031187 | val_loss: 0.0311918 | Time: 6525.62 ms
[2022-03-23 04:16:57 main:574] : INFO : Epoch 1941 | loss: 0.0311879 | val_loss: 0.031192 | Time: 6533.31 ms
[2022-03-23 04:17:03 main:574] : INFO : Epoch 1942 | loss: 0.0311842 | val_loss: 0.0311929 | Time: 6544.01 ms
[2022-03-23 04:17:10 main:574] : INFO : Epoch 1943 | loss: 0.0311847 | val_loss: 0.0311911 | Time: 6566.48 ms
[2022-03-23 04:17:16 main:574] : INFO : Epoch 1944 | loss: 0.0311837 | val_loss: 0.0311941 | Time: 6517.76 ms
[2022-03-23 04:17:23 main:574] : INFO : Epoch 1945 | loss: 0.0311834 | val_loss: 0.0311933 | Time: 6536.52 ms
[2022-03-23 04:17:29 main:574] : INFO : Epoch 1946 | loss: 0.0311842 | val_loss: 0.0311946 | Time: 6547.57 ms
[2022-03-23 04:17:36 main:574] : INFO : Epoch 1947 | loss: 0.0311841 | val_loss: 0.0311927 | Time: 6536.21 ms
[2022-03-23 04:17:43 main:574] : INFO : Epoch 1948 | loss: 0.0311835 | val_loss: 0.0311949 | Time: 6542.88 ms
[2022-03-23 04:17:49 main:574] : INFO : Epoch 1949 | loss: 0.0311839 | val_loss: 0.0311919 | Time: 6545.18 ms
[2022-03-23 04:17:56 main:574] : INFO : Epoch 1950 | loss: 0.0311833 | val_loss: 0.0311951 | Time: 6531.76 ms
[2022-03-23 04:18:02 main:574] : INFO : Epoch 1951 | loss: 0.0311864 | val_loss: 0.0311963 | Time: 6526.76 ms
[2022-03-23 04:18:09 main:574] : INFO : Epoch 1952 | loss: 0.0311845 | val_loss: 0.0311924 | Time: 6531.35 ms
[2022-03-23 04:18:15 main:574] : INFO : Epoch 1953 | loss: 0.0311827 | val_loss: 0.0311928 | Time: 6546.48 ms
[2022-03-23 04:18:22 main:574] : INFO : Epoch 1954 | loss: 0.0311845 | val_loss: 0.0311926 | Time: 6514.77 ms
[2022-03-23 04:18:28 main:574] : INFO : Epoch 1955 | loss: 0.0311838 | val_loss: 0.0311959 | Time: 6541.05 ms
[2022-03-23 04:18:35 main:574] : INFO : Epoch 1956 | loss: 0.0311858 | val_loss: 0.0311945 | Time: 6544.16 ms
[2022-03-23 04:18:41 main:574] : INFO : Epoch 1957 | loss: 0.0311848 | val_loss: 0.0311934 | Time: 6532.59 ms
[2022-03-23 04:18:48 main:574] : INFO : Epoch 1958 | loss: 0.0311845 | val_loss: 0.0311988 | Time: 6534.65 ms
[2022-03-23 04:18:55 main:574] : INFO : Epoch 1959 | loss: 0.0311865 | val_loss: 0.0311969 | Time: 6555.15 ms
[2022-03-23 04:19:01 main:574] : INFO : Epoch 1960 | loss: 0.0311866 | val_loss: 0.0311935 | Time: 6535.25 ms
[2022-03-23 04:19:08 main:574] : INFO : Epoch 1961 | loss: 0.031187 | val_loss: 0.031193 | Time: 6520.3 ms
[2022-03-23 04:19:14 main:574] : INFO : Epoch 1962 | loss: 0.0311864 | val_loss: 0.0311944 | Time: 6540.72 ms
[2022-03-23 04:19:21 main:574] : INFO : Epoch 1963 | loss: 0.0311833 | val_loss: 0.0311958 | Time: 6540.9 ms
[2022-03-23 04:19:27 main:574] : INFO : Epoch 1964 | loss: 0.031185 | val_loss: 0.0311942 | Time: 6512.51 ms
[2022-03-23 04:19:34 main:574] : INFO : Epoch 1965 | loss: 0.0311844 | val_loss: 0.0311979 | Time: 6569.03 ms
[2022-03-23 04:19:40 main:574] : INFO : Epoch 1966 | loss: 0.031187 | val_loss: 0.0311938 | Time: 6530.96 ms
[2022-03-23 04:19:47 main:574] : INFO : Epoch 1967 | loss: 0.0311839 | val_loss: 0.0311941 | Time: 6525.26 ms
[2022-03-23 04:19:53 main:574] : INFO : Epoch 1968 | loss: 0.0311852 | val_loss: 0.0311912 | Time: 6548.19 ms
[2022-03-23 04:20:00 main:574] : INFO : Epoch 1969 | loss: 0.0311827 | val_loss: 0.0311903 | Time: 6566.13 ms
[2022-03-23 04:20:07 main:574] : INFO : Epoch 1970 | loss: 0.0311824 | val_loss: 0.0311951 | Time: 6529.14 ms
[2022-03-23 04:20:13 main:574] : INFO : Epoch 1971 | loss: 0.0311827 | val_loss: 0.0311922 | Time: 6532.19 ms
[2022-03-23 04:20:20 main:574] : INFO : Epoch 1972 | loss: 0.0311823 | val_loss: 0.0311928 | Time: 6531.38 ms
[2022-03-23 04:20:26 main:574] : INFO : Epoch 1973 | loss: 0.0311821 | val_loss: 0.0311927 | Time: 6549.67 ms
[2022-03-23 04:20:33 main:574] : INFO : Epoch 1974 | loss: 0.031182 | val_loss: 0.0311916 | Time: 6514.1 ms
[2022-03-23 04:20:39 main:574] : INFO : Epoch 1975 | loss: 0.0311825 | val_loss: 0.0311912 | Time: 6530.71 ms
[2022-03-23 04:20:46 main:574] : INFO : Epoch 1976 | loss: 0.0311852 | val_loss: 0.0311949 | Time: 6535.56 ms
[2022-03-23 04:20:52 main:574] : INFO : Epoch 1977 | loss: 0.0311824 | val_loss: 0.0311921 | Time: 6524.85 ms
[2022-03-23 04:20:59 main:574] : INFO : Epoch 1978 | loss: 0.0311846 | val_loss: 0.0311925 | Time: 6539.19 ms
[2022-03-23 04:21:05 main:574] : INFO : Epoch 1979 | loss: 0.0311817 | val_loss: 0.0311931 | Time: 6544.41 ms
[2022-03-23 04:21:12 main:574] : INFO : Epoch 1980 | loss: 0.0311812 | val_loss: 0.0311913 | Time: 6529.56 ms
[2022-03-23 04:21:18 main:574] : INFO : Epoch 1981 | loss: 0.0311815 | val_loss: 0.0311934 | Time: 6535.09 ms
[2022-03-23 04:21:25 main:574] : INFO : Epoch 1982 | loss: 0.0311806 | val_loss: 0.0311919 | Time: 6544.92 ms
[2022-03-23 04:21:32 main:574] : INFO : Epoch 1983 | loss: 0.0311809 | val_loss: 0.0311932 | Time: 6545.46 ms
[2022-03-23 04:21:38 main:574] : INFO : Epoch 1984 | loss: 0.031181 | val_loss: 0.0311939 | Time: 6518.08 ms
[2022-03-23 04:21:45 main:574] : INFO : Epoch 1985 | loss: 0.0311828 | val_loss: 0.0311932 | Time: 6548.68 ms
[2022-03-23 04:21:51 main:574] : INFO : Epoch 1986 | loss: 0.0311829 | val_loss: 0.0311929 | Time: 6534.89 ms
[2022-03-23 04:21:58 main:574] : INFO : Epoch 1987 | loss: 0.0311828 | val_loss: 0.0311939 | Time: 6523.44 ms
[2022-03-23 04:22:04 main:574] : INFO : Epoch 1988 | loss: 0.0311832 | val_loss: 0.0311936 | Time: 6532.1 ms
[2022-03-23 04:22:11 main:574] : INFO : Epoch 1989 | loss: 0.0311829 | val_loss: 0.031191 | Time: 6536.08 ms
[2022-03-23 04:22:17 main:574] : INFO : Epoch 1990 | loss: 0.0311828 | val_loss: 0.0311915 | Time: 6527 ms
[2022-03-23 04:22:24 main:574] : INFO : Epoch 1991 | loss: 0.0311836 | val_loss: 0.0311921 | Time: 6521.72 ms
[2022-03-23 04:22:30 main:574] : INFO : Epoch 1992 | loss: 0.0311844 | val_loss: 0.031191 | Time: 6549.19 ms
[2022-03-23 04:22:37 main:574] : INFO : Epoch 1993 | loss: 0.0311854 | val_loss: 0.0311922 | Time: 6536.63 ms
[2022-03-23 04:22:43 main:574] : INFO : Epoch 1994 | loss: 0.0311837 | val_loss: 0.0311952 | Time: 6519.15 ms
[2022-03-23 04:22:50 main:574] : INFO : Epoch 1995 | loss: 0.0311849 | val_loss: 0.0311921 | Time: 6543.29 ms
[2022-03-23 04:22:57 main:574] : INFO : Epoch 1996 | loss: 0.0311975 | val_loss: 0.0312455 | Time: 6544.53 ms
[2022-03-23 04:23:03 main:574] : INFO : Epoch 1997 | loss: 0.0314047 | val_loss: 0.0313287 | Time: 6529.05 ms
[2022-03-23 04:23:10 main:574] : INFO : Epoch 1998 | loss: 0.0312797 | val_loss: 0.0312436 | Time: 6528.27 ms
[2022-03-23 04:23:16 main:574] : INFO : Epoch 1999 | loss: 0.0312409 | val_loss: 0.0312382 | Time: 6534.02 ms
[2022-03-23 04:23:23 main:574] : INFO : Epoch 2000 | loss: 0.0312369 | val_loss: 0.0312337 | Time: 6527.22 ms
[2022-03-23 04:23:29 main:574] : INFO : Epoch 2001 | loss: 0.0312378 | val_loss: 0.0312396 | Time: 6542.88 ms
[2022-03-23 04:23:36 main:574] : INFO : Epoch 2002 | loss: 0.0312357 | val_loss: 0.0312245 | Time: 6532.95 ms
[2022-03-23 04:23:42 main:574] : INFO : Epoch 2003 | loss: 0.0312304 | val_loss: 0.0312211 | Time: 6524.49 ms
[2022-03-23 04:23:49 main:574] : INFO : Epoch 2004 | loss: 0.0312234 | val_loss: 0.0312245 | Time: 6522.68 ms
[2022-03-23 04:23:55 main:574] : INFO : Epoch 2005 | loss: 0.0312212 | val_loss: 0.0312183 | Time: 6543.44 ms
[2022-03-23 04:24:02 main:574] : INFO : Epoch 2006 | loss: 0.0312168 | val_loss: 0.0312119 | Time: 6587.07 ms
[2022-03-23 04:24:08 main:574] : INFO : Epoch 2007 | loss: 0.031214 | val_loss: 0.0312115 | Time: 6524.37 ms
[2022-03-23 04:24:15 main:574] : INFO : Epoch 2008 | loss: 0.0312146 | val_loss: 0.0312101 | Time: 6521.47 ms
[2022-03-23 04:24:22 main:574] : INFO : Epoch 2009 | loss: 0.0312123 | val_loss: 0.0312091 | Time: 6561.91 ms
[2022-03-23 04:24:28 main:574] : INFO : Epoch 2010 | loss: 0.0312107 | val_loss: 0.0312086 | Time: 6512.36 ms
[2022-03-23 04:24:35 main:574] : INFO : Epoch 2011 | loss: 0.0312104 | val_loss: 0.0312128 | Time: 6538.58 ms
[2022-03-23 04:24:41 main:574] : INFO : Epoch 2012 | loss: 0.0312091 | val_loss: 0.0312081 | Time: 6538.26 ms
[2022-03-23 04:24:48 main:574] : INFO : Epoch 2013 | loss: 0.0312106 | val_loss: 0.0312153 | Time: 6530.75 ms
[2022-03-23 04:24:54 main:574] : INFO : Epoch 2014 | loss: 0.0312172 | val_loss: 0.0312125 | Time: 6526.17 ms
[2022-03-23 04:25:01 main:574] : INFO : Epoch 2015 | loss: 0.0312088 | val_loss: 0.0312074 | Time: 6547.22 ms
[2022-03-23 04:25:07 main:574] : INFO : Epoch 2016 | loss: 0.0312086 | val_loss: 0.031209 | Time: 6528.27 ms
[2022-03-23 04:25:14 main:574] : INFO : Epoch 2017 | loss: 0.0312076 | val_loss: 0.031206 | Time: 6530.3 ms
[2022-03-23 04:25:20 main:574] : INFO : Epoch 2018 | loss: 0.0312081 | val_loss: 0.0312068 | Time: 6536.66 ms
[2022-03-23 04:25:27 main:574] : INFO : Epoch 2019 | loss: 0.0312066 | val_loss: 0.0312041 | Time: 6538.15 ms
[2022-03-23 04:25:33 main:574] : INFO : Epoch 2020 | loss: 0.0312076 | val_loss: 0.0312054 | Time: 6523.75 ms
[2022-03-23 04:25:40 main:574] : INFO : Epoch 2021 | loss: 0.031206 | val_loss: 0.0312055 | Time: 6549.94 ms
[2022-03-23 04:25:47 main:574] : INFO : Epoch 2022 | loss: 0.0312047 | val_loss: 0.0312032 | Time: 6536.92 ms
[2022-03-23 04:25:53 main:574] : INFO : Epoch 2023 | loss: 0.0312045 | val_loss: 0.0312028 | Time: 6522.63 ms
[2022-03-23 04:26:00 main:574] : INFO : Epoch 2024 | loss: 0.0312052 | val_loss: 0.031203 | Time: 6592.39 ms
[2022-03-23 04:26:06 main:574] : INFO : Epoch 2025 | loss: 0.0312048 | val_loss: 0.0312038 | Time: 6572.76 ms
[2022-03-23 04:26:13 main:574] : INFO : Epoch 2026 | loss: 0.0312034 | val_loss: 0.0312045 | Time: 6536.7 ms
[2022-03-23 04:26:19 main:574] : INFO : Epoch 2027 | loss: 0.0312032 | val_loss: 0.031202 | Time: 6521.93 ms
[2022-03-23 04:26:26 main:574] : INFO : Epoch 2028 | loss: 0.031202 | val_loss: 0.0312046 | Time: 6546.72 ms
[2022-03-23 04:26:32 main:574] : INFO : Epoch 2029 | loss: 0.0312019 | val_loss: 0.0312015 | Time: 6543.15 ms
[2022-03-23 04:26:39 main:574] : INFO : Epoch 2030 | loss: 0.0312021 | val_loss: 0.031206 | Time: 6515.16 ms
[2022-03-23 04:26:45 main:574] : INFO : Epoch 2031 | loss: 0.0312031 | val_loss: 0.0312056 | Time: 6537.06 ms
[2022-03-23 04:26:52 main:574] : INFO : Epoch 2032 | loss: 0.0312029 | val_loss: 0.031201 | Time: 6566.88 ms
[2022-03-23 04:26:59 main:574] : INFO : Epoch 2033 | loss: 0.0312014 | val_loss: 0.0312004 | Time: 6532.03 ms
[2022-03-23 04:27:05 main:574] : INFO : Epoch 2034 | loss: 0.0312013 | val_loss: 0.0312014 | Time: 6540.72 ms
[2022-03-23 04:27:12 main:574] : INFO : Epoch 2035 | loss: 0.0312002 | val_loss: 0.031201 | Time: 6545.08 ms
[2022-03-23 04:27:18 main:574] : INFO : Epoch 2036 | loss: 0.0312025 | val_loss: 0.0312017 | Time: 6533.21 ms
[2022-03-23 04:27:25 main:574] : INFO : Epoch 2037 | loss: 0.0312016 | val_loss: 0.0312005 | Time: 6534.1 ms
[2022-03-23 04:27:31 main:574] : INFO : Epoch 2038 | loss: 0.0311991 | val_loss: 0.0312003 | Time: 6532.97 ms
[2022-03-23 04:27:38 main:574] : INFO : Epoch 2039 | loss: 0.0311991 | val_loss: 0.0312013 | Time: 6532.78 ms
[2022-03-23 04:27:44 main:574] : INFO : Epoch 2040 | loss: 0.0311995 | val_loss: 0.0312003 | Time: 6520.68 ms
[2022-03-23 04:27:51 main:574] : INFO : Epoch 2041 | loss: 0.0311995 | val_loss: 0.0312054 | Time: 6547.47 ms
[2022-03-23 04:27:57 main:574] : INFO : Epoch 2042 | loss: 0.0312023 | val_loss: 0.0312037 | Time: 6544.09 ms
[2022-03-23 04:28:04 main:574] : INFO : Epoch 2043 | loss: 0.0312014 | val_loss: 0.0311993 | Time: 6519.36 ms
[2022-03-23 04:28:10 main:574] : INFO : Epoch 2044 | loss: 0.0311985 | val_loss: 0.031199 | Time: 6521.93 ms
[2022-03-23 04:28:17 main:574] : INFO : Epoch 2045 | loss: 0.0311984 | val_loss: 0.0312005 | Time: 6553.33 ms
[2022-03-23 04:28:24 main:574] : INFO : Epoch 2046 | loss: 0.031198 | val_loss: 0.0311988 | Time: 6527.25 ms
[2022-03-23 04:28:30 main:574] : INFO : Epoch 2047 | loss: 0.0311972 | val_loss: 0.0311983 | Time: 6537.44 ms
[2022-03-23 04:28:37 main:574] : INFO : Epoch 2048 | loss: 0.0311972 | val_loss: 0.0311983 | Time: 6530.47 ms
[2022-03-23 04:28:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311983
[2022-03-23 04:28:37 main:603] : INFO : Saving end state to config to file
[2022-03-23 04:28:37 main:608] : INFO : Success, exiting..
04:28:37 (11888): 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)