Task 14358963
| Name | ParityModified-1647044815-5284-3-0_0 |
| Workunit | 11406710 |
| Created | 4 Apr 2022, 16:47:10 UTC |
| Sent | 10 Apr 2022, 20:04:10 UTC |
| Report deadline | 18 Apr 2022, 20:04:10 UTC |
| Received | 11 Apr 2022, 2:14:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18747 |
| Run time | 5 hours 54 min 56 sec |
| CPU time | 4 hours 11 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,906.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.45 GB |
| Peak swap size | 14.66 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> 0311884 | Time: 10394.7 ms [2022-04-10 20:34:33 main:581] : INFO : Epoch 1538 | loss: 0.0311748 | val_loss: 0.031186 | Time: 10257.9 ms [2022-04-10 20:34:44 main:581] : INFO : Epoch 1539 | loss: 0.0311756 | val_loss: 0.0311895 | Time: 10715.1 ms [2022-04-10 20:34:54 main:581] : INFO : Epoch 1540 | loss: 0.0311749 | val_loss: 0.0311893 | Time: 10388.8 ms [2022-04-10 20:35:05 main:581] : INFO : Epoch 1541 | loss: 0.0311748 | val_loss: 0.0311902 | Time: 10578.3 ms [2022-04-10 20:35:15 main:581] : INFO : Epoch 1542 | loss: 0.0311759 | val_loss: 0.0311895 | Time: 10402.3 ms [2022-04-10 20:35:26 main:581] : INFO : Epoch 1543 | loss: 0.0311757 | val_loss: 0.0311889 | Time: 10530.2 ms [2022-04-10 20:35:36 main:581] : INFO : Epoch 1544 | loss: 0.0311762 | val_loss: 0.03119 | Time: 10469.2 ms [2022-04-10 20:35:46 main:581] : INFO : Epoch 1545 | loss: 0.0311764 | val_loss: 0.0311933 | Time: 10438.6 ms [2022-04-10 20:35:57 main:581] : INFO : Epoch 1546 | loss: 0.0311767 | val_loss: 0.0311918 | Time: 10476.4 ms [2022-04-10 20:36:07 main:581] : INFO : Epoch 1547 | loss: 0.0311773 | val_loss: 0.0311887 | Time: 10318.9 ms [2022-04-10 20:36:18 main:581] : INFO : Epoch 1548 | loss: 0.0311794 | val_loss: 0.0311966 | Time: 10486.9 ms [2022-04-10 20:36:28 main:581] : INFO : Epoch 1549 | loss: 0.0311797 | val_loss: 0.0311899 | Time: 10101.5 ms [2022-04-10 20:36:38 main:581] : INFO : Epoch 1550 | loss: 0.0311787 | val_loss: 0.0311888 | Time: 10381.3 ms [2022-04-10 20:36:49 main:581] : INFO : Epoch 1551 | loss: 0.0311775 | val_loss: 0.0311907 | Time: 10522.1 ms [2022-04-10 20:36:59 main:581] : INFO : Epoch 1552 | loss: 0.0311769 | val_loss: 0.0311911 | Time: 10600.6 ms [2022-04-10 20:37:10 main:581] : INFO : Epoch 1553 | loss: 0.031176 | val_loss: 0.0311887 | Time: 10555.8 ms [2022-04-10 20:37:20 main:581] : INFO : Epoch 1554 | loss: 0.0311755 | val_loss: 0.0311882 | Time: 10379.8 ms [2022-04-10 20:37:31 main:581] : INFO : Epoch 1555 | loss: 0.0311775 | val_loss: 0.0311876 | Time: 10478.3 ms [2022-04-10 20:37:41 main:581] : INFO : Epoch 1556 | loss: 0.0311772 | val_loss: 0.0311874 | Time: 10522.3 ms [2022-04-10 20:37:52 main:581] : INFO : Epoch 1557 | loss: 0.0311774 | val_loss: 0.0311899 | Time: 10336.5 ms [2022-04-10 20:38:02 main:581] : INFO : Epoch 1558 | loss: 0.0311777 | val_loss: 0.0311888 | Time: 10573.6 ms [2022-04-10 20:38:12 main:581] : INFO : Epoch 1559 | loss: 0.0311792 | val_loss: 0.0311902 | Time: 10332.5 ms [2022-04-10 20:38:23 main:581] : INFO : Epoch 1560 | loss: 0.0311783 | val_loss: 0.0311877 | Time: 10653.4 ms [2022-04-10 20:38:34 main:581] : INFO : Epoch 1561 | loss: 0.0311775 | val_loss: 0.0311876 | Time: 10363.9 ms [2022-04-10 20:38:44 main:581] : INFO : Epoch 1562 | loss: 0.0311765 | val_loss: 0.0311875 | Time: 10429.9 ms [2022-04-10 20:38:54 main:581] : INFO : Epoch 1563 | loss: 0.031177 | val_loss: 0.0311889 | Time: 10515.4 ms [2022-04-10 20:39:05 main:581] : INFO : Epoch 1564 | loss: 0.0311764 | val_loss: 0.0311869 | Time: 10388 ms [2022-04-10 20:39:15 main:581] : INFO : Epoch 1565 | loss: 0.0311764 | val_loss: 0.031187 | Time: 10549.3 ms [2022-04-10 20:39:26 main:581] : INFO : Epoch 1566 | loss: 0.0311769 | val_loss: 0.0311883 | Time: 10460.7 ms [2022-04-10 20:39:36 main:581] : INFO : Epoch 1567 | loss: 0.0311766 | val_loss: 0.0311868 | Time: 10548.3 ms [2022-04-10 20:39:47 main:581] : INFO : Epoch 1568 | loss: 0.0311769 | val_loss: 0.0311873 | Time: 10319 ms [2022-04-10 20:39:57 main:581] : INFO : Epoch 1569 | loss: 0.0311758 | val_loss: 0.0311873 | Time: 10566.7 ms [2022-04-10 20:40:08 main:581] : INFO : Epoch 1570 | loss: 0.0311758 | val_loss: 0.0311888 | Time: 10327 ms [2022-04-10 20:40:18 main:581] : INFO : Epoch 1571 | loss: 0.0311762 | val_loss: 0.0311874 | Time: 10492.4 ms [2022-04-10 20:40:29 main:581] : INFO : Epoch 1572 | loss: 0.0311764 | val_loss: 0.0311879 | Time: 10579.3 ms [2022-04-10 20:40:39 main:581] : INFO : Epoch 1573 | loss: 0.0311777 | val_loss: 0.0311878 | Time: 10575.8 ms [2022-04-10 20:40:50 main:581] : INFO : Epoch 1574 | loss: 0.0311782 | val_loss: 0.0311879 | Time: 10670.7 ms [2022-04-10 20:41:01 main:581] : INFO : Epoch 1575 | loss: 0.0311786 | val_loss: 0.0311896 | Time: 10555.7 ms [2022-04-10 20:41:11 main:581] : INFO : Epoch 1576 | loss: 0.0311779 | val_loss: 0.0311894 | Time: 10567.3 ms [2022-04-10 20:41:22 main:581] : INFO : Epoch 1577 | loss: 0.0311762 | val_loss: 0.031188 | Time: 10564.2 ms [2022-04-10 20:41:32 main:581] : INFO : Epoch 1578 | loss: 0.0311751 | val_loss: 0.0311875 | Time: 10465.3 ms [2022-04-10 20:41:43 main:581] : INFO : Epoch 1579 | loss: 0.0311761 | val_loss: 0.031189 | Time: 10559.3 ms [2022-04-10 20:41:53 main:581] : INFO : Epoch 1580 | loss: 0.0311752 | val_loss: 0.0311861 | Time: 10456.3 ms [2022-04-10 20:42:04 main:581] : INFO : Epoch 1581 | loss: 0.0311755 | val_loss: 0.0311905 | Time: 10595.8 ms [2022-04-10 20:42:14 main:581] : INFO : Epoch 1582 | loss: 0.0311754 | val_loss: 0.0311892 | Time: 10523.7 ms [2022-04-10 20:42:25 main:581] : INFO : Epoch 1583 | loss: 0.0311757 | val_loss: 0.031189 | Time: 10523.8 ms [2022-04-10 20:42:35 main:581] : INFO : Epoch 1584 | loss: 0.031176 | val_loss: 0.0311896 | Time: 10514 ms [2022-04-10 20:42:46 main:581] : INFO : Epoch 1585 | loss: 0.0311757 | val_loss: 0.0311865 | Time: 10525.6 ms [2022-04-10 20:42:56 main:581] : INFO : Epoch 1586 | loss: 0.0311763 | val_loss: 0.031187 | Time: 10559.8 ms [2022-04-10 20:43:07 main:581] : INFO : Epoch 1587 | loss: 0.0311739 | val_loss: 0.0311874 | Time: 10427.4 ms [2022-04-10 20:43:17 main:581] : INFO : Epoch 1588 | loss: 0.0311729 | val_loss: 0.0311872 | Time: 10656.2 ms [2022-04-10 20:43:28 main:581] : INFO : Epoch 1589 | loss: 0.0311738 | val_loss: 0.031188 | Time: 10513.8 ms [2022-04-10 20:43:39 main:581] : INFO : Epoch 1590 | loss: 0.031174 | val_loss: 0.031187 | Time: 10578.5 ms [2022-04-10 20:43:49 main:581] : INFO : Epoch 1591 | loss: 0.0311755 | val_loss: 0.0311861 | Time: 10384.7 ms [2022-04-10 20:43:59 main:581] : INFO : Epoch 1592 | loss: 0.0311748 | val_loss: 0.0311879 | Time: 10438.4 ms [2022-04-10 20:44:10 main:581] : INFO : Epoch 1593 | loss: 0.0311753 | val_loss: 0.031188 | Time: 10467.7 ms [2022-04-10 20:44:20 main:581] : INFO : Epoch 1594 | loss: 0.0311802 | val_loss: 0.0311907 | Time: 10463.5 ms [2022-04-10 20:44:31 main:581] : INFO : Epoch 1595 | loss: 0.0311925 | val_loss: 0.0311974 | Time: 10515.2 ms [2022-04-10 20:44:41 main:581] : INFO : Epoch 1596 | loss: 0.0311941 | val_loss: 0.0311933 | Time: 10412.4 ms [2022-04-10 20:44:52 main:581] : INFO : Epoch 1597 | loss: 0.0311901 | val_loss: 0.0311887 | Time: 10546.3 ms [2022-04-10 20:45:02 main:581] : INFO : Epoch 1598 | loss: 0.0311937 | val_loss: 0.031198 | Time: 10402.9 ms [2022-04-10 20:45:13 main:581] : INFO : Epoch 1599 | loss: 0.0311957 | val_loss: 0.031199 | Time: 10299.2 ms [2022-04-10 20:45:23 main:581] : INFO : Epoch 1600 | loss: 0.0311948 | val_loss: 0.0312016 | Time: 10480.7 ms [2022-04-10 20:45:33 main:581] : INFO : Epoch 1601 | loss: 0.0311956 | val_loss: 0.0311989 | Time: 10493.4 ms [2022-04-10 20:45:44 main:581] : INFO : Epoch 1602 | loss: 0.0311933 | val_loss: 0.031197 | Time: 10542.5 ms [2022-04-10 20:45:55 main:581] : INFO : Epoch 1603 | loss: 0.0311938 | val_loss: 0.0311976 | Time: 10475 ms [2022-04-10 20:46:05 main:581] : INFO : Epoch 1604 | loss: 0.0311929 | val_loss: 0.0311934 | Time: 10441.2 ms [2022-04-10 20:46:15 main:581] : INFO : Epoch 1605 | loss: 0.0311916 | val_loss: 0.0311922 | Time: 10380.6 ms [2022-04-10 20:46:26 main:581] : INFO : Epoch 1606 | loss: 0.0311898 | val_loss: 0.0311929 | Time: 10335.8 ms [2022-04-10 20:46:36 main:581] : INFO : Epoch 1607 | loss: 0.0311892 | val_loss: 0.0311908 | Time: 10495.5 ms [2022-04-10 20:46:46 main:581] : INFO : Epoch 1608 | loss: 0.0311892 | val_loss: 0.0311915 | Time: 10278.9 ms [2022-04-10 20:46:57 main:581] : INFO : Epoch 1609 | loss: 0.0311897 | val_loss: 0.0311902 | Time: 10395.8 ms [2022-04-10 20:47:07 main:581] : INFO : Epoch 1610 | loss: 0.0311901 | val_loss: 0.0311924 | Time: 10493.8 ms [2022-04-10 20:47:18 main:581] : INFO : Epoch 1611 | loss: 0.0311892 | val_loss: 0.0311917 | Time: 10547.3 ms [2022-04-10 20:47:28 main:581] : INFO : Epoch 1612 | loss: 0.0311886 | val_loss: 0.0311909 | Time: 10431.8 ms [2022-04-10 20:47:39 main:581] : INFO : Epoch 1613 | loss: 0.0311883 | val_loss: 0.0311911 | Time: 10467.9 ms [2022-04-10 20:47:49 main:581] : INFO : Epoch 1614 | loss: 0.0311876 | val_loss: 0.0311917 | Time: 10549.1 ms [2022-04-10 20:48:00 main:581] : INFO : Epoch 1615 | loss: 0.0311872 | val_loss: 0.0311907 | Time: 10529.4 ms [2022-04-10 20:48:10 main:581] : INFO : Epoch 1616 | loss: 0.0311885 | val_loss: 0.0311953 | Time: 10616.4 ms [2022-04-10 20:48:21 main:581] : INFO : Epoch 1617 | loss: 0.0311935 | val_loss: 0.0311942 | Time: 10538.8 ms [2022-04-10 20:48:32 main:581] : INFO : Epoch 1618 | loss: 0.0311951 | val_loss: 0.0311937 | Time: 10671.3 ms [2022-04-10 20:48:42 main:581] : INFO : Epoch 1619 | loss: 0.031191 | val_loss: 0.0311913 | Time: 10442.1 ms [2022-04-10 20:48:53 main:581] : INFO : Epoch 1620 | loss: 0.0311884 | val_loss: 0.0311926 | Time: 10376.6 ms [2022-04-10 20:49:03 main:581] : INFO : Epoch 1621 | loss: 0.0311885 | val_loss: 0.0311904 | Time: 10515.3 ms [2022-04-10 20:49:14 main:581] : INFO : Epoch 1622 | loss: 0.0311886 | val_loss: 0.03119 | Time: 10535.4 ms [2022-04-10 20:49:24 main:581] : INFO : Epoch 1623 | loss: 0.0311861 | val_loss: 0.03119 | Time: 10367.9 ms [2022-04-10 20:49:34 main:581] : INFO : Epoch 1624 | loss: 0.0311856 | val_loss: 0.03119 | Time: 10353.3 ms [2022-04-10 20:49:45 main:581] : INFO : Epoch 1625 | loss: 0.0311857 | val_loss: 0.0311901 | Time: 10490.1 ms [2022-04-10 20:49:55 main:581] : INFO : Epoch 1626 | loss: 0.0311853 | val_loss: 0.0311905 | Time: 10276 ms [2022-04-10 20:50:05 main:581] : INFO : Epoch 1627 | loss: 0.031187 | val_loss: 0.0311904 | Time: 10339.8 ms [2022-04-10 20:50:16 main:581] : INFO : Epoch 1628 | loss: 0.0311856 | val_loss: 0.0311897 | Time: 10595.7 ms [2022-04-10 20:50:26 main:581] : INFO : Epoch 1629 | loss: 0.0311892 | val_loss: 0.0311959 | Time: 9903.97 ms [2022-04-10 20:50:36 main:581] : INFO : Epoch 1630 | loss: 0.0311939 | val_loss: 0.0311955 | Time: 10433 ms [2022-04-10 20:50:47 main:581] : INFO : Epoch 1631 | loss: 0.0311928 | val_loss: 0.0311945 | Time: 10526.6 ms [2022-04-10 20:50:58 main:581] : INFO : Epoch 1632 | loss: 0.0311912 | val_loss: 0.0311947 | Time: 10782.3 ms [2022-04-10 20:51:08 main:581] : INFO : Epoch 1633 | loss: 0.0311902 | val_loss: 0.0311933 | Time: 10108.1 ms [2022-04-10 20:51:18 main:581] : INFO : Epoch 1634 | loss: 0.0311892 | val_loss: 0.0311937 | Time: 10075 ms [2022-04-10 20:51:28 main:581] : INFO : Epoch 1635 | loss: 0.031191 | val_loss: 0.0311945 | Time: 10268.7 ms [2022-04-10 20:51:38 main:581] : INFO : Epoch 1636 | loss: 0.0311914 | val_loss: 0.0311934 | Time: 10090.8 ms [2022-04-10 20:51:49 main:581] : INFO : Epoch 1637 | loss: 0.0311888 | val_loss: 0.031195 | Time: 10762.4 ms [2022-04-10 20:51:59 main:581] : INFO : Epoch 1638 | loss: 0.0311875 | val_loss: 0.0311917 | Time: 10325 ms [2022-04-10 20:52:10 main:581] : INFO : Epoch 1639 | loss: 0.0311873 | val_loss: 0.0311941 | Time: 10241 ms [2022-04-10 20:52:20 main:581] : INFO : Epoch 1640 | loss: 0.0311887 | val_loss: 0.0311931 | Time: 10235 ms [2022-04-10 20:52:29 main:581] : INFO : Epoch 1641 | loss: 0.0311888 | val_loss: 0.0311941 | Time: 9125.9 ms [2022-04-10 20:52:38 main:581] : INFO : Epoch 1642 | loss: 0.0311874 | val_loss: 0.0311924 | Time: 9191.22 ms [2022-04-10 20:52:48 main:581] : INFO : Epoch 1643 | loss: 0.0311866 | val_loss: 0.0311923 | Time: 10343 ms [2022-04-10 20:52:59 main:581] : INFO : Epoch 1644 | loss: 0.0311866 | val_loss: 0.031193 | Time: 10524.1 ms [2022-04-10 20:53:09 main:581] : INFO : Epoch 1645 | loss: 0.0311875 | val_loss: 0.0311945 | Time: 10366.5 ms [2022-04-10 20:53:20 main:581] : INFO : Epoch 1646 | loss: 0.0311878 | val_loss: 0.0311947 | Time: 10564.5 ms [2022-04-10 20:53:30 main:581] : INFO : Epoch 1647 | loss: 0.0311869 | val_loss: 0.031194 | Time: 10541.8 ms [2022-04-10 20:53:41 main:581] : INFO : Epoch 1648 | loss: 0.0311883 | val_loss: 0.0311949 | Time: 10393.8 ms [2022-04-10 20:53:51 main:581] : INFO : Epoch 1649 | loss: 0.0311864 | val_loss: 0.0311936 | Time: 10500.1 ms [2022-04-10 20:54:02 main:581] : INFO : Epoch 1650 | loss: 0.0311851 | val_loss: 0.0311956 | Time: 10487.5 ms [2022-04-10 20:54:12 main:581] : INFO : Epoch 1651 | loss: 0.0311863 | val_loss: 0.0311929 | Time: 10550.8 ms [2022-04-10 20:54:23 main:581] : INFO : Epoch 1652 | loss: 0.0311852 | val_loss: 0.0311915 | Time: 10407 ms [2022-04-10 20:54:33 main:581] : INFO : Epoch 1653 | loss: 0.0311843 | val_loss: 0.0311917 | Time: 10490.5 ms [2022-04-10 20:54:44 main:581] : INFO : Epoch 1654 | loss: 0.0311846 | val_loss: 0.0311917 | Time: 10457.6 ms [2022-04-10 20:54:54 main:581] : INFO : Epoch 1655 | loss: 0.0311872 | val_loss: 0.031195 | Time: 10398.6 ms [2022-04-10 20:55:04 main:581] : INFO : Epoch 1656 | loss: 0.0311885 | val_loss: 0.0311925 | Time: 10370.7 ms [2022-04-10 20:55:15 main:581] : INFO : Epoch 1657 | loss: 0.0311881 | val_loss: 0.0311925 | Time: 10390.8 ms [2022-04-10 20:55:25 main:581] : INFO : Epoch 1658 | loss: 0.0311848 | val_loss: 0.0311907 | Time: 10173.6 ms [2022-04-10 20:55:35 main:581] : INFO : Epoch 1659 | loss: 0.031184 | val_loss: 0.0311924 | Time: 10391.1 ms [2022-04-10 20:55:46 main:581] : INFO : Epoch 1660 | loss: 0.0311845 | val_loss: 0.0311923 | Time: 10732.6 ms [2022-04-10 20:55:57 main:581] : INFO : Epoch 1661 | loss: 0.0311845 | val_loss: 0.0311914 | Time: 11007.5 ms [2022-04-10 20:56:08 main:581] : INFO : Epoch 1662 | loss: 0.0311846 | val_loss: 0.0311912 | Time: 10307.3 ms [2022-04-10 20:56:18 main:581] : INFO : Epoch 1663 | loss: 0.0311851 | val_loss: 0.0311919 | Time: 10352.1 ms [2022-04-10 20:56:28 main:581] : INFO : Epoch 1664 | loss: 0.0311844 | val_loss: 0.0311914 | Time: 10084.4 ms [2022-04-10 20:56:38 main:581] : INFO : Epoch 1665 | loss: 0.0311857 | val_loss: 0.0311936 | Time: 10465.3 ms [2022-04-10 20:56:49 main:581] : INFO : Epoch 1666 | loss: 0.0311855 | val_loss: 0.0311966 | Time: 10581.3 ms [2022-04-10 20:57:00 main:581] : INFO : Epoch 1667 | loss: 0.0311853 | val_loss: 0.0311931 | Time: 11122.1 ms [2022-04-10 20:57:08 main:581] : INFO : Epoch 1668 | loss: 0.0311837 | val_loss: 0.0311924 | Time: 7588.04 ms [2022-04-10 20:57:18 main:581] : INFO : Epoch 1669 | loss: 0.0311845 | val_loss: 0.031191 | Time: 9979.26 ms [2022-04-10 20:57:28 main:581] : INFO : Epoch 1670 | loss: 0.0311839 | val_loss: 0.0311906 | Time: 10542.2 ms [2022-04-10 20:57:39 main:581] : INFO : Epoch 1671 | loss: 0.031184 | val_loss: 0.0311907 | Time: 10279.9 ms [2022-04-10 20:57:49 main:581] : INFO : Epoch 1672 | loss: 0.031184 | val_loss: 0.0311914 | Time: 10512 ms [2022-04-10 20:57:59 main:581] : INFO : Epoch 1673 | loss: 0.0311841 | val_loss: 0.0311908 | Time: 10387.6 ms [2022-04-10 20:58:10 main:581] : INFO : Epoch 1674 | loss: 0.0311834 | val_loss: 0.0311899 | Time: 10547.9 ms [2022-04-10 20:58:21 main:581] : INFO : Epoch 1675 | loss: 0.0311847 | val_loss: 0.0311905 | Time: 10559.8 ms [2022-04-10 20:58:31 main:581] : INFO : Epoch 1676 | loss: 0.0311836 | val_loss: 0.0311918 | Time: 10424.2 ms [2022-04-10 20:58:41 main:581] : INFO : Epoch 1677 | loss: 0.031182 | val_loss: 0.0311901 | Time: 10377.9 ms [2022-04-10 20:58:52 main:581] : INFO : Epoch 1678 | loss: 0.0311822 | val_loss: 0.0311903 | Time: 10385.8 ms [2022-04-10 20:59:02 main:581] : INFO : Epoch 1679 | loss: 0.0311817 | val_loss: 0.0311899 | Time: 10483.8 ms [2022-04-10 20:59:13 main:581] : INFO : Epoch 1680 | loss: 0.0311821 | val_loss: 0.0311911 | Time: 10467 ms [2022-04-10 20:59:23 main:581] : INFO : Epoch 1681 | loss: 0.0311833 | val_loss: 0.0311902 | Time: 10546.6 ms [2022-04-10 20:59:34 main:581] : INFO : Epoch 1682 | loss: 0.0311842 | val_loss: 0.0311985 | Time: 10502.3 ms [2022-04-10 20:59:44 main:581] : INFO : Epoch 1683 | loss: 0.0311828 | val_loss: 0.0311897 | Time: 10334.2 ms [2022-04-10 20:59:55 main:581] : INFO : Epoch 1684 | loss: 0.0311837 | val_loss: 0.0311931 | Time: 10449.1 ms [2022-04-10 21:00:05 main:581] : INFO : Epoch 1685 | loss: 0.0311847 | val_loss: 0.0311914 | Time: 10438.6 ms [2022-04-10 21:00:16 main:581] : INFO : Epoch 1686 | loss: 0.0311828 | val_loss: 0.0311907 | Time: 10680.2 ms [2022-04-10 21:00:26 main:581] : INFO : Epoch 1687 | loss: 0.0311824 | val_loss: 0.0311904 | Time: 10504.8 ms [2022-04-10 21:00:37 main:581] : INFO : Epoch 1688 | loss: 0.0311824 | val_loss: 0.0311917 | Time: 10621.9 ms [2022-04-10 21:00:47 main:581] : INFO : Epoch 1689 | loss: 0.0311824 | val_loss: 0.0311895 | Time: 10532.2 ms [2022-04-10 21:00:58 main:581] : INFO : Epoch 1690 | loss: 0.0311822 | val_loss: 0.0311909 | Time: 10459.1 ms [2022-04-10 21:01:08 main:581] : INFO : Epoch 1691 | loss: 0.031183 | val_loss: 0.0311901 | Time: 10714.3 ms [2022-04-10 21:01:19 main:581] : INFO : Epoch 1692 | loss: 0.0311826 | val_loss: 0.0311911 | Time: 10519.8 ms [2022-04-10 21:01:30 main:581] : INFO : Epoch 1693 | loss: 0.0311822 | val_loss: 0.031191 | Time: 10611 ms [2022-04-10 21:01:40 main:581] : INFO : Epoch 1694 | loss: 0.0311815 | val_loss: 0.0311922 | Time: 10428.8 ms [2022-04-10 21:01:51 main:581] : INFO : Epoch 1695 | loss: 0.0311819 | val_loss: 0.0311901 | Time: 10591.8 ms [2022-04-10 21:02:01 main:581] : INFO : Epoch 1696 | loss: 0.0311817 | val_loss: 0.0311919 | Time: 10443 ms [2022-04-10 21:02:12 main:581] : INFO : Epoch 1697 | loss: 0.0311821 | val_loss: 0.0311896 | Time: 10640.5 ms [2022-04-10 21:02:22 main:581] : INFO : Epoch 1698 | loss: 0.0311811 | val_loss: 0.0311913 | Time: 10453.1 ms [2022-04-10 21:02:33 main:581] : INFO : Epoch 1699 | loss: 0.0311822 | val_loss: 0.0311913 | Time: 10382.4 ms [2022-04-10 21:02:43 main:581] : INFO : Epoch 1700 | loss: 0.0311814 | val_loss: 0.0311912 | Time: 10684.7 ms [2022-04-10 21:02:54 main:581] : INFO : Epoch 1701 | loss: 0.0311822 | val_loss: 0.0311914 | Time: 10447.1 ms [2022-04-10 21:03:04 main:581] : INFO : Epoch 1702 | loss: 0.0311853 | val_loss: 0.0311912 | Time: 10616 ms [2022-04-10 21:03:15 main:581] : INFO : Epoch 1703 | loss: 0.0311834 | val_loss: 0.0311915 | Time: 10396.9 ms [2022-04-10 21:03:25 main:581] : INFO : Epoch 1704 | loss: 0.0311828 | val_loss: 0.0311921 | Time: 10536.2 ms [2022-04-10 21:03:36 main:581] : INFO : Epoch 1705 | loss: 0.0311825 | val_loss: 0.0311955 | Time: 10676 ms [2022-04-10 21:03:46 main:581] : INFO : Epoch 1706 | loss: 0.0311815 | val_loss: 0.0311905 | Time: 10368.8 ms [2022-04-10 21:03:57 main:581] : INFO : Epoch 1707 | loss: 0.0311816 | val_loss: 0.031191 | Time: 10589.1 ms [2022-04-10 21:04:07 main:581] : INFO : Epoch 1708 | loss: 0.0311804 | val_loss: 0.0311901 | Time: 10523.8 ms [2022-04-10 21:04:18 main:581] : INFO : Epoch 1709 | loss: 0.0311803 | val_loss: 0.0311919 | Time: 10682.5 ms [2022-04-10 21:04:29 main:581] : INFO : Epoch 1710 | loss: 0.0311807 | val_loss: 0.03119 | Time: 10521.1 ms [2022-04-10 21:04:39 main:581] : INFO : Epoch 1711 | loss: 0.0311797 | val_loss: 0.0311933 | Time: 10563.4 ms [2022-04-10 21:04:50 main:581] : INFO : Epoch 1712 | loss: 0.0311807 | val_loss: 0.0311925 | Time: 10671.6 ms [2022-04-10 21:05:00 main:581] : INFO : Epoch 1713 | loss: 0.0311813 | val_loss: 0.0311918 | Time: 10498.3 ms [2022-04-10 21:05:11 main:581] : INFO : Epoch 1714 | loss: 0.031183 | val_loss: 0.0311898 | Time: 10622.2 ms [2022-04-10 21:05:21 main:581] : INFO : Epoch 1715 | loss: 0.0311803 | val_loss: 0.0311907 | Time: 10483.8 ms [2022-04-10 21:05:32 main:581] : INFO : Epoch 1716 | loss: 0.0311794 | val_loss: 0.0311918 | Time: 10583.8 ms [2022-04-10 21:05:43 main:581] : INFO : Epoch 1717 | loss: 0.0311802 | val_loss: 0.0311905 | Time: 10560.2 ms [2022-04-10 21:05:53 main:581] : INFO : Epoch 1718 | loss: 0.0311814 | val_loss: 0.0311925 | Time: 10329.6 ms [2022-04-10 21:06:04 main:581] : INFO : Epoch 1719 | loss: 0.0311821 | val_loss: 0.0311894 | Time: 10550 ms [2022-04-10 21:06:14 main:581] : INFO : Epoch 1720 | loss: 0.031181 | val_loss: 0.0311912 | Time: 10392.9 ms [2022-04-10 21:06:24 main:581] : INFO : Epoch 1721 | loss: 0.03118 | val_loss: 0.0311906 | Time: 10585.3 ms [2022-04-10 21:06:35 main:581] : INFO : Epoch 1722 | loss: 0.03118 | val_loss: 0.0311901 | Time: 10449.3 ms [2022-04-10 21:06:45 main:581] : INFO : Epoch 1723 | loss: 0.0311794 | val_loss: 0.0311898 | Time: 10505.3 ms [2022-04-10 21:06:56 main:581] : INFO : Epoch 1724 | loss: 0.0311806 | val_loss: 0.0311907 | Time: 10435.7 ms [2022-04-10 21:07:06 main:581] : INFO : Epoch 1725 | loss: 0.0311802 | val_loss: 0.0311902 | Time: 10432.8 ms [2022-04-10 21:07:17 main:581] : INFO : Epoch 1726 | loss: 0.0311804 | val_loss: 0.0311899 | Time: 10577.6 ms [2022-04-10 21:07:27 main:581] : INFO : Epoch 1727 | loss: 0.0311819 | val_loss: 0.0311929 | Time: 10491.9 ms [2022-04-10 21:07:38 main:581] : INFO : Epoch 1728 | loss: 0.03118 | val_loss: 0.0311897 | Time: 10551.8 ms [2022-04-10 21:07:49 main:581] : INFO : Epoch 1729 | loss: 0.0311807 | val_loss: 0.0311896 | Time: 10640.7 ms [2022-04-10 21:07:59 main:581] : INFO : Epoch 1730 | loss: 0.0311804 | val_loss: 0.0311962 | Time: 10289.1 ms [2022-04-10 21:08:09 main:581] : INFO : Epoch 1731 | loss: 0.0311805 | val_loss: 0.0311887 | Time: 10517.7 ms [2022-04-10 21:08:20 main:581] : INFO : Epoch 1732 | loss: 0.0311795 | val_loss: 0.0311895 | Time: 10318.5 ms [2022-04-10 21:08:30 main:581] : INFO : Epoch 1733 | loss: 0.0311786 | val_loss: 0.031192 | Time: 10510.7 ms [2022-04-10 21:08:41 main:581] : INFO : Epoch 1734 | loss: 0.0311801 | val_loss: 0.0311907 | Time: 10362.3 ms [2022-04-10 21:08:51 main:581] : INFO : Epoch 1735 | loss: 0.0311795 | val_loss: 0.0311894 | Time: 10483.8 ms [2022-04-10 21:09:01 main:581] : INFO : Epoch 1736 | loss: 0.0311796 | val_loss: 0.031191 | Time: 10377.7 ms [2022-04-10 21:09:12 main:581] : INFO : Epoch 1737 | loss: 0.0311783 | val_loss: 0.0311897 | Time: 10507.3 ms [2022-04-10 21:09:22 main:581] : INFO : Epoch 1738 | loss: 0.0311793 | val_loss: 0.031191 | Time: 10418.5 ms [2022-04-10 21:09:33 main:581] : INFO : Epoch 1739 | loss: 0.0311792 | val_loss: 0.0311888 | Time: 10606.4 ms [2022-04-10 21:09:44 main:581] : INFO : Epoch 1740 | loss: 0.0311796 | val_loss: 0.0311906 | Time: 10561.2 ms [2022-04-10 21:09:54 main:581] : INFO : Epoch 1741 | loss: 0.0311793 | val_loss: 0.0311901 | Time: 10466 ms [2022-04-10 21:10:05 main:581] : INFO : Epoch 1742 | loss: 0.03118 | val_loss: 0.0311902 | Time: 10541.6 ms [2022-04-10 21:10:15 main:581] : INFO : Epoch 1743 | loss: 0.0311838 | val_loss: 0.0311911 | Time: 10468.9 ms [2022-04-10 21:10:26 main:581] : INFO : Epoch 1744 | loss: 0.0311833 | val_loss: 0.0311944 | Time: 10551.1 ms [2022-04-10 21:10:36 main:581] : INFO : Epoch 1745 | loss: 0.0311826 | val_loss: 0.031192 | Time: 10437.4 ms [2022-04-10 21:10:46 main:581] : INFO : Epoch 1746 | loss: 0.0311822 | val_loss: 0.0311921 | Time: 10294.2 ms [2022-04-10 21:10:57 main:581] : INFO : Epoch 1747 | loss: 0.0311822 | val_loss: 0.0311893 | Time: 10624.5 ms [2022-04-10 21:11:07 main:581] : INFO : Epoch 1748 | loss: 0.0311813 | val_loss: 0.0311897 | Time: 10432.1 ms [2022-04-10 21:11:18 main:581] : INFO : Epoch 1749 | loss: 0.0311804 | val_loss: 0.0311908 | Time: 10554.8 ms [2022-04-10 21:11:28 main:581] : INFO : Epoch 1750 | loss: 0.0311836 | val_loss: 0.03119 | Time: 10418.4 ms [2022-04-10 21:11:39 main:581] : INFO : Epoch 1751 | loss: 0.0311827 | val_loss: 0.0311885 | Time: 10567.1 ms [2022-04-10 21:11:49 main:581] : INFO : Epoch 1752 | loss: 0.0311818 | val_loss: 0.0311899 | Time: 10310 ms [2022-04-10 21:12:00 main:581] : INFO : Epoch 1753 | loss: 0.0311811 | val_loss: 0.0311896 | Time: 10458.6 ms [2022-04-10 21:12:10 main:581] : INFO : Epoch 1754 | loss: 0.0311809 | val_loss: 0.0311921 | Time: 10639.5 ms [2022-04-10 21:12:21 main:581] : INFO : Epoch 1755 | loss: 0.0311805 | val_loss: 0.0311889 | Time: 10360.1 ms [2022-04-10 21:12:31 main:581] : INFO : Epoch 1756 | loss: 0.0311804 | val_loss: 0.0311881 | Time: 10537.2 ms [2022-04-10 21:12:42 main:581] : INFO : Epoch 1757 | loss: 0.0311789 | val_loss: 0.0311883 | Time: 10366.6 ms [2022-04-10 21:12:51 main:581] : INFO : Epoch 1758 | loss: 0.0311784 | val_loss: 0.0311948 | Time: 9853.53 ms [2022-04-10 21:13:02 main:581] : INFO : Epoch 1759 | loss: 0.0311803 | val_loss: 0.0311903 | Time: 10614.1 ms [2022-04-10 21:13:12 main:581] : INFO : Epoch 1760 | loss: 0.0311797 | val_loss: 0.0311882 | Time: 9847.82 ms [2022-04-10 21:13:22 main:581] : INFO : Epoch 1761 | loss: 0.0311799 | val_loss: 0.0311875 | Time: 10211.1 ms [2022-04-10 21:13:32 main:581] : INFO : Epoch 1762 | loss: 0.0311787 | val_loss: 0.0311864 | Time: 10106.4 ms [2022-04-10 21:13:43 main:581] : INFO : Epoch 1763 | loss: 0.0311784 | val_loss: 0.0311909 | Time: 10310.7 ms [2022-04-10 21:13:53 main:581] : INFO : Epoch 1764 | loss: 0.0311797 | val_loss: 0.0311904 | Time: 10847.2 ms [2022-04-10 21:14:03 main:581] : INFO : Epoch 1765 | loss: 0.031178 | val_loss: 0.0311875 | Time: 9967.83 ms [2022-04-10 21:14:13 main:581] : INFO : Epoch 1766 | loss: 0.031178 | val_loss: 0.031193 | Time: 10169.5 ms [2022-04-10 21:14:23 main:581] : INFO : Epoch 1767 | loss: 0.0311792 | val_loss: 0.0311891 | Time: 9922.22 ms [2022-04-10 21:14:34 main:581] : INFO : Epoch 1768 | loss: 0.0311775 | val_loss: 0.0311879 | Time: 10167.4 ms [2022-04-10 21:14:44 main:581] : INFO : Epoch 1769 | loss: 0.0311795 | val_loss: 0.0311881 | Time: 10842.7 ms [2022-04-10 21:14:55 main:581] : INFO : Epoch 1770 | loss: 0.0311777 | val_loss: 0.0311903 | Time: 10152.1 ms [2022-04-10 21:15:03 main:581] : INFO : Epoch 1771 | loss: 0.0311785 | val_loss: 0.031194 | Time: 8477.84 ms [2022-04-10 21:15:12 main:581] : INFO : Epoch 1772 | loss: 0.0311797 | val_loss: 0.0311873 | Time: 9422.89 ms [2022-04-10 21:15:23 main:581] : INFO : Epoch 1773 | loss: 0.0311767 | val_loss: 0.0311917 | Time: 10464.3 ms [2022-04-10 21:15:33 main:581] : INFO : Epoch 1774 | loss: 0.0311783 | val_loss: 0.0311891 | Time: 10460.3 ms [2022-04-10 21:15:44 main:581] : INFO : Epoch 1775 | loss: 0.0311778 | val_loss: 0.031187 | Time: 10571.2 ms [2022-04-10 21:15:54 main:581] : INFO : Epoch 1776 | loss: 0.0311773 | val_loss: 0.0311858 | Time: 10501.8 ms [2022-04-10 21:16:05 main:581] : INFO : Epoch 1777 | loss: 0.0311793 | val_loss: 0.0311877 | Time: 10699.8 ms [2022-04-10 21:16:16 main:581] : INFO : Epoch 1778 | loss: 0.0311786 | val_loss: 0.0311861 | Time: 10535.2 ms [2022-04-10 21:16:26 main:581] : INFO : Epoch 1779 | loss: 0.0311799 | val_loss: 0.0311917 | Time: 10642.6 ms [2022-04-10 21:16:37 main:581] : INFO : Epoch 1780 | loss: 0.031178 | val_loss: 0.0311878 | Time: 10487.8 ms [2022-04-10 21:16:47 main:581] : INFO : Epoch 1781 | loss: 0.0311766 | val_loss: 0.031187 | Time: 10403.8 ms [2022-04-10 21:16:58 main:581] : INFO : Epoch 1782 | loss: 0.0311801 | val_loss: 0.0311879 | Time: 10445.1 ms [2022-04-10 21:17:08 main:581] : INFO : Epoch 1783 | loss: 0.0311792 | val_loss: 0.0311893 | Time: 10311.9 ms [2022-04-10 21:17:19 main:581] : INFO : Epoch 1784 | loss: 0.031177 | val_loss: 0.0311886 | Time: 10548.1 ms [2022-04-10 21:17:29 main:581] : INFO : Epoch 1785 | loss: 0.0311763 | val_loss: 0.0311858 | Time: 10394.2 ms [2022-04-10 21:17:39 main:581] : INFO : Epoch 1786 | loss: 0.0311772 | val_loss: 0.0311881 | Time: 10466.6 ms [2022-04-10 21:17:50 main:581] : INFO : Epoch 1787 | loss: 0.0311824 | val_loss: 0.0311945 | Time: 10514.3 ms [2022-04-10 21:18:00 main:581] : INFO : Epoch 1788 | loss: 0.031183 | val_loss: 0.03119 | Time: 10137 ms [2022-04-10 21:18:10 main:581] : INFO : Epoch 1789 | loss: 0.0311862 | val_loss: 0.0312042 | Time: 10271.2 ms [2022-04-10 21:18:21 main:581] : INFO : Epoch 1790 | loss: 0.0311931 | val_loss: 0.0312024 | Time: 10438.3 ms [2022-04-10 21:18:31 main:581] : INFO : Epoch 1791 | loss: 0.0311925 | val_loss: 0.0311987 | Time: 10602.4 ms [2022-04-10 21:18:42 main:581] : INFO : Epoch 1792 | loss: 0.0311907 | val_loss: 0.0311999 | Time: 10860.6 ms [2022-04-10 21:18:52 main:581] : INFO : Epoch 1793 | loss: 0.0311895 | val_loss: 0.0311964 | Time: 10173.9 ms [2022-04-10 21:19:03 main:581] : INFO : Epoch 1794 | loss: 0.0311876 | val_loss: 0.0311963 | Time: 10099.5 ms [2022-04-10 21:19:13 main:581] : INFO : Epoch 1795 | loss: 0.031187 | val_loss: 0.0311965 | Time: 10349.1 ms [2022-04-10 21:19:23 main:581] : INFO : Epoch 1796 | loss: 0.0311855 | val_loss: 0.0312039 | Time: 10307.8 ms [2022-04-10 21:19:34 main:581] : INFO : Epoch 1797 | loss: 0.0311885 | val_loss: 0.0311981 | Time: 10739.8 ms [2022-04-10 21:19:45 main:581] : INFO : Epoch 1798 | loss: 0.0311896 | val_loss: 0.0312037 | Time: 10945.9 ms [2022-04-10 21:19:55 main:581] : INFO : Epoch 1799 | loss: 0.0311898 | val_loss: 0.0311995 | Time: 10158.1 ms [2022-04-10 21:20:04 main:581] : INFO : Epoch 1800 | loss: 0.0311851 | val_loss: 0.0311942 | Time: 9011.69 ms [2022-04-10 21:20:13 main:581] : INFO : Epoch 1801 | loss: 0.0311825 | val_loss: 0.0311963 | Time: 9316.74 ms [2022-04-10 21:20:24 main:581] : INFO : Epoch 1802 | loss: 0.0311826 | val_loss: 0.0311913 | Time: 10499 ms [2022-04-10 21:20:34 main:581] : INFO : Epoch 1803 | loss: 0.0311822 | val_loss: 0.0311922 | Time: 10575.9 ms [2022-04-10 21:20:45 main:581] : INFO : Epoch 1804 | loss: 0.0311827 | val_loss: 0.0311924 | Time: 10454.8 ms [2022-04-10 21:20:55 main:581] : INFO : Epoch 1805 | loss: 0.0311839 | val_loss: 0.0311936 | Time: 10560 ms [2022-04-10 21:21:06 main:581] : INFO : Epoch 1806 | loss: 0.0311805 | val_loss: 0.0311915 | Time: 10411.9 ms [2022-04-10 21:21:16 main:581] : INFO : Epoch 1807 | loss: 0.0311811 | val_loss: 0.0311934 | Time: 10625 ms [2022-04-10 21:21:27 main:581] : INFO : Epoch 1808 | loss: 0.0311814 | val_loss: 0.0311913 | Time: 10459.4 ms [2022-04-10 21:21:37 main:581] : INFO : Epoch 1809 | loss: 0.0311833 | val_loss: 0.031195 | Time: 10459.8 ms [2022-04-10 21:21:48 main:581] : INFO : Epoch 1810 | loss: 0.0311857 | val_loss: 0.0311931 | Time: 10497.7 ms [2022-04-10 21:21:58 main:581] : INFO : Epoch 1811 | loss: 0.0311813 | val_loss: 0.0311984 | Time: 10379.4 ms [2022-04-10 21:22:09 main:581] : INFO : Epoch 1812 | loss: 0.0311813 | val_loss: 0.0311894 | Time: 10497.8 ms [2022-04-10 21:22:19 main:581] : INFO : Epoch 1813 | loss: 0.0311808 | val_loss: 0.0311921 | Time: 10394 ms [2022-04-10 21:22:30 main:581] : INFO : Epoch 1814 | loss: 0.0311793 | val_loss: 0.0311907 | Time: 10517 ms [2022-04-10 21:22:40 main:581] : INFO : Epoch 1815 | loss: 0.0311798 | val_loss: 0.0311924 | Time: 10379 ms [2022-04-10 21:22:51 main:581] : INFO : Epoch 1816 | loss: 0.0311804 | val_loss: 0.0311946 | Time: 10458.7 ms [2022-04-10 21:23:01 main:581] : INFO : Epoch 1817 | loss: 0.0311789 | val_loss: 0.031191 | Time: 10530.7 ms [2022-04-10 21:23:11 main:581] : INFO : Epoch 1818 | loss: 0.0311801 | val_loss: 0.0311929 | Time: 10416.2 ms [2022-04-10 21:23:22 main:581] : INFO : Epoch 1819 | loss: 0.0311798 | val_loss: 0.0311938 | Time: 10632.1 ms [2022-04-10 21:23:32 main:581] : INFO : Epoch 1820 | loss: 0.0311806 | val_loss: 0.0311951 | Time: 10372 ms [2022-04-10 21:23:43 main:581] : INFO : Epoch 1821 | loss: 0.0311783 | val_loss: 0.0311916 | Time: 10487.6 ms [2022-04-10 21:23:53 main:581] : INFO : Epoch 1822 | loss: 0.031178 | val_loss: 0.0311973 | Time: 10327.4 ms [2022-04-10 21:24:04 main:581] : INFO : Epoch 1823 | loss: 0.0311793 | val_loss: 0.0311958 | Time: 10352.3 ms [2022-04-10 21:24:14 main:581] : INFO : Epoch 1824 | loss: 0.0311863 | val_loss: 0.0311957 | Time: 10540.8 ms [2022-04-10 21:24:25 main:581] : INFO : Epoch 1825 | loss: 0.031188 | val_loss: 0.0311942 | Time: 10375.1 ms [2022-04-10 21:24:35 main:581] : INFO : Epoch 1826 | loss: 0.0311857 | val_loss: 0.0311933 | Time: 10543.8 ms [2022-04-10 21:24:46 main:581] : INFO : Epoch 1827 | loss: 0.031185 | val_loss: 0.0311943 | Time: 10407.8 ms [2022-04-10 21:24:56 main:581] : INFO : Epoch 1828 | loss: 0.0311839 | val_loss: 0.0311933 | Time: 10499.8 ms [2022-04-10 21:25:06 main:581] : INFO : Epoch 1829 | loss: 0.0311836 | val_loss: 0.0311941 | Time: 10379.2 ms [2022-04-10 21:25:17 main:581] : INFO : Epoch 1830 | loss: 0.0311854 | val_loss: 0.0311944 | Time: 10379.4 ms [2022-04-10 21:25:27 main:581] : INFO : Epoch 1831 | loss: 0.0311834 | val_loss: 0.0311944 | Time: 10546.8 ms [2022-04-10 21:25:38 main:581] : INFO : Epoch 1832 | loss: 0.0311819 | val_loss: 0.0311945 | Time: 10469.9 ms [2022-04-10 21:25:48 main:581] : INFO : Epoch 1833 | loss: 0.0311824 | val_loss: 0.0311946 | Time: 10445.1 ms [2022-04-10 21:25:59 main:581] : INFO : Epoch 1834 | loss: 0.0311827 | val_loss: 0.0311913 | Time: 10435.9 ms [2022-04-10 21:26:09 main:581] : INFO : Epoch 1835 | loss: 0.031181 | val_loss: 0.0311925 | Time: 10532.6 ms [2022-04-10 21:26:20 main:581] : INFO : Epoch 1836 | loss: 0.0311818 | val_loss: 0.0311915 | Time: 10525.5 ms [2022-04-10 21:26:30 main:581] : INFO : Epoch 1837 | loss: 0.031182 | val_loss: 0.0311921 | Time: 10435.6 ms [2022-04-10 21:26:41 main:581] : INFO : Epoch 1838 | loss: 0.0311858 | val_loss: 0.0311949 | Time: 10572.8 ms [2022-04-10 21:26:51 main:581] : INFO : Epoch 1839 | loss: 0.0311809 | val_loss: 0.0311953 | Time: 10378.5 ms [2022-04-10 21:27:02 main:581] : INFO : Epoch 1840 | loss: 0.0311831 | val_loss: 0.0311975 | Time: 10578.7 ms [2022-04-10 21:27:12 main:581] : INFO : Epoch 1841 | loss: 0.0311816 | val_loss: 0.0311948 | Time: 10327.3 ms [2022-04-10 21:27:23 main:581] : INFO : Epoch 1842 | loss: 0.0311837 | val_loss: 0.0311924 | Time: 10495.4 ms [2022-04-10 21:27:33 main:581] : INFO : Epoch 1843 | loss: 0.0311832 | val_loss: 0.0311937 | Time: 10416.1 ms [2022-04-10 21:27:43 main:581] : INFO : Epoch 1844 | loss: 0.0311832 | val_loss: 0.0311928 | Time: 10391.8 ms [2022-04-10 21:27:54 main:581] : INFO : Epoch 1845 | loss: 0.0311828 | val_loss: 0.0311933 | Time: 10511.8 ms [2022-04-10 21:28:04 main:581] : INFO : Epoch 1846 | loss: 0.0311834 | val_loss: 0.0311959 | Time: 10468.3 ms [2022-04-10 21:28:15 main:581] : INFO : Epoch 1847 | loss: 0.031183 | val_loss: 0.0311939 | Time: 10532.3 ms [2022-04-10 21:28:25 main:581] : INFO : Epoch 1848 | loss: 0.0311839 | val_loss: 0.0311923 | Time: 10405.4 ms [2022-04-10 21:28:36 main:581] : INFO : Epoch 1849 | loss: 0.0311812 | val_loss: 0.0311935 | Time: 10525.4 ms [2022-04-10 21:28:46 main:581] : INFO : Epoch 1850 | loss: 0.0311817 | val_loss: 0.0311936 | Time: 10401.5 ms [2022-04-10 21:28:57 main:581] : INFO : Epoch 1851 | loss: 0.0311819 | val_loss: 0.0311951 | Time: 10400.2 ms [2022-04-10 21:29:07 main:581] : INFO : Epoch 1852 | loss: 0.0311825 | val_loss: 0.0311938 | Time: 10565.3 ms [2022-04-10 21:29:18 main:581] : INFO : Epoch 1853 | loss: 0.031182 | val_loss: 0.0311923 | Time: 10382.2 ms [2022-04-10 21:29:28 main:581] : INFO : Epoch 1854 | loss: 0.031183 | val_loss: 0.0311953 | Time: 10513.3 ms [2022-04-10 21:29:38 main:581] : INFO : Epoch 1855 | loss: 0.031182 | val_loss: 0.031194 | Time: 10368.5 ms [2022-04-10 21:29:49 main:581] : INFO : Epoch 1856 | loss: 0.0311803 | val_loss: 0.0311933 | Time: 10233.8 ms [2022-04-10 21:29:59 main:581] : INFO : Epoch 1857 | loss: 0.0311802 | val_loss: 0.0311928 | Time: 10498.7 ms [2022-04-10 21:30:10 main:581] : INFO : Epoch 1858 | loss: 0.03118 | val_loss: 0.0311922 | Time: 10470.3 ms [2022-04-10 21:30:20 main:581] : INFO : Epoch 1859 | loss: 0.0311804 | val_loss: 0.0311927 | Time: 10460.5 ms [2022-04-10 21:30:30 main:581] : INFO : Epoch 1860 | loss: 0.0311866 | val_loss: 0.0312011 | Time: 10330.7 ms [2022-04-10 21:30:41 main:581] : INFO : Epoch 1861 | loss: 0.031201 | val_loss: 0.0312108 | Time: 10472.9 ms [2022-04-10 21:30:51 main:581] : INFO : Epoch 1862 | loss: 0.0312089 | val_loss: 0.0312062 | Time: 10443.8 ms [2022-04-10 21:31:02 main:581] : INFO : Epoch 1863 | loss: 0.0312037 | val_loss: 0.0312036 | Time: 10431.9 ms [2022-04-10 21:31:12 main:581] : INFO : Epoch 1864 | loss: 0.0312002 | val_loss: 0.0312026 | Time: 10355.8 ms [2022-04-10 21:31:22 main:581] : INFO : Epoch 1865 | loss: 0.0311986 | val_loss: 0.0312014 | Time: 10307.8 ms [2022-04-10 21:31:33 main:581] : INFO : Epoch 1866 | loss: 0.0311951 | val_loss: 0.0312016 | Time: 10421.2 ms [2022-04-10 21:31:43 main:581] : INFO : Epoch 1867 | loss: 0.031198 | val_loss: 0.0312025 | Time: 10472.2 ms [2022-04-10 21:31:54 main:581] : INFO : Epoch 1868 | loss: 0.0311943 | val_loss: 0.0311994 | Time: 10654.1 ms [2022-04-10 21:32:04 main:581] : INFO : Epoch 1869 | loss: 0.0311936 | val_loss: 0.0311994 | Time: 10401.6 ms [2022-04-10 21:32:15 main:581] : INFO : Epoch 1870 | loss: 0.0311933 | val_loss: 0.0311994 | Time: 10649.1 ms [2022-04-10 21:32:25 main:581] : INFO : Epoch 1871 | loss: 0.0311928 | val_loss: 0.0311993 | Time: 10358.7 ms [2022-04-10 21:32:36 main:581] : INFO : Epoch 1872 | loss: 0.0311941 | val_loss: 0.0312039 | Time: 10430.1 ms [2022-04-10 21:32:46 main:581] : INFO : Epoch 1873 | loss: 0.031193 | val_loss: 0.0311993 | Time: 10430 ms [2022-04-10 21:32:57 main:581] : INFO : Epoch 1874 | loss: 0.0311915 | val_loss: 0.0311996 | Time: 10366.3 ms [2022-04-10 21:33:07 main:581] : INFO : Epoch 1875 | loss: 0.0311902 | val_loss: 0.0311977 | Time: 10537.8 ms [2022-04-10 21:33:18 main:581] : INFO : Epoch 1876 | loss: 0.0311899 | val_loss: 0.0311985 | Time: 10537.4 ms [2022-04-10 21:33:28 main:581] : INFO : Epoch 1877 | loss: 0.0311894 | val_loss: 0.0311985 | Time: 10715.1 ms [2022-04-10 21:33:39 main:581] : INFO : Epoch 1878 | loss: 0.0311922 | val_loss: 0.0311992 | Time: 10381.7 ms [2022-04-10 21:33:49 main:581] : INFO : Epoch 1879 | loss: 0.0311896 | val_loss: 0.0311974 | Time: 10534.7 ms [2022-04-10 21:34:00 main:581] : INFO : Epoch 1880 | loss: 0.0311892 | val_loss: 0.0311978 | Time: 10651.7 ms [2022-04-10 21:34:11 main:581] : INFO : Epoch 1881 | loss: 0.0311898 | val_loss: 0.0311987 | Time: 10530.5 ms [2022-04-10 21:34:21 main:581] : INFO : Epoch 1882 | loss: 0.0311889 | val_loss: 0.0311993 | Time: 10652.4 ms [2022-04-10 21:34:32 main:581] : INFO : Epoch 1883 | loss: 0.0311895 | val_loss: 0.0311996 | Time: 10492.3 ms [2022-04-10 21:34:42 main:581] : INFO : Epoch 1884 | loss: 0.0311889 | val_loss: 0.031199 | Time: 10666 ms [2022-04-10 21:34:53 main:581] : INFO : Epoch 1885 | loss: 0.0311887 | val_loss: 0.0311978 | Time: 10522.1 ms [2022-04-10 21:35:03 main:581] : INFO : Epoch 1886 | loss: 0.0311879 | val_loss: 0.0311984 | Time: 10447.7 ms [2022-04-10 21:35:14 main:581] : INFO : Epoch 1887 | loss: 0.0311877 | val_loss: 0.0312038 | Time: 10495.9 ms [2022-04-10 21:35:24 main:581] : INFO : Epoch 1888 | loss: 0.0311924 | val_loss: 0.0311972 | Time: 10278.9 ms [2022-04-10 21:35:34 main:581] : INFO : Epoch 1889 | loss: 0.031187 | val_loss: 0.0311961 | Time: 10200.9 ms [2022-04-10 21:35:45 main:581] : INFO : Epoch 1890 | loss: 0.0311871 | val_loss: 0.0311963 | Time: 10289.5 ms [2022-04-10 21:35:55 main:581] : INFO : Epoch 1891 | loss: 0.0311871 | val_loss: 0.0311963 | Time: 10363.4 ms [2022-04-10 21:36:05 main:581] : INFO : Epoch 1892 | loss: 0.031187 | val_loss: 0.0311956 | Time: 10255.7 ms [2022-04-10 21:36:16 main:581] : INFO : Epoch 1893 | loss: 0.0311868 | val_loss: 0.0311968 | Time: 10682.5 ms [2022-04-10 21:36:26 main:581] : INFO : Epoch 1894 | loss: 0.0311863 | val_loss: 0.0311952 | Time: 10310.5 ms [2022-04-10 21:36:36 main:581] : INFO : Epoch 1895 | loss: 0.0311859 | val_loss: 0.031197 | Time: 10067.2 ms [2022-04-10 21:36:47 main:581] : INFO : Epoch 1896 | loss: 0.0311859 | val_loss: 0.0311958 | Time: 10225.5 ms [2022-04-10 21:36:57 main:581] : INFO : Epoch 1897 | loss: 0.0311851 | val_loss: 0.0311971 | Time: 10238.9 ms [2022-04-10 21:37:07 main:581] : INFO : Epoch 1898 | loss: 0.0311868 | val_loss: 0.0311968 | Time: 10292.2 ms [2022-04-10 21:37:18 main:581] : INFO : Epoch 1899 | loss: 0.0311867 | val_loss: 0.0311975 | Time: 10821.4 ms [2022-04-10 21:37:28 main:581] : INFO : Epoch 1900 | loss: 0.0311865 | val_loss: 0.031195 | Time: 10184.4 ms [2022-04-10 21:37:37 main:581] : INFO : Epoch 1901 | loss: 0.0311857 | val_loss: 0.0311962 | Time: 8511.79 ms [2022-04-10 21:37:46 main:581] : INFO : Epoch 1902 | loss: 0.0311854 | val_loss: 0.0311953 | Time: 9532 ms [2022-04-10 21:37:57 main:581] : INFO : Epoch 1903 | loss: 0.0311851 | val_loss: 0.0311966 | Time: 10397.6 ms [2022-04-10 21:38:07 main:581] : INFO : Epoch 1904 | loss: 0.0311847 | val_loss: 0.0311956 | Time: 10402.3 ms [2022-04-10 21:38:17 main:581] : INFO : Epoch 1905 | loss: 0.0311844 | val_loss: 0.0311963 | Time: 10480.4 ms [2022-04-10 21:38:28 main:581] : INFO : Epoch 1906 | loss: 0.0311847 | val_loss: 0.0311985 | Time: 10398.8 ms [2022-04-10 21:38:38 main:581] : INFO : Epoch 1907 | loss: 0.0311864 | val_loss: 0.0311946 | Time: 10380.7 ms [2022-04-10 21:38:49 main:581] : INFO : Epoch 1908 | loss: 0.0311841 | val_loss: 0.0311979 | Time: 10500.5 ms [2022-04-10 21:38:59 main:581] : INFO : Epoch 1909 | loss: 0.0311839 | val_loss: 0.0311955 | Time: 10422.4 ms [2022-04-10 21:39:10 main:581] : INFO : Epoch 1910 | loss: 0.0311837 | val_loss: 0.0311968 | Time: 10596.2 ms [2022-04-10 21:39:20 main:581] : INFO : Epoch 1911 | loss: 0.0311838 | val_loss: 0.0311966 | Time: 10456.6 ms [2022-04-10 21:39:31 main:581] : INFO : Epoch 1912 | loss: 0.0311842 | val_loss: 0.0311965 | Time: 10430.3 ms [2022-04-10 21:39:41 main:581] : INFO : Epoch 1913 | loss: 0.0311851 | val_loss: 0.031196 | Time: 10342.4 ms [2022-04-10 21:39:51 main:581] : INFO : Epoch 1914 | loss: 0.0311845 | val_loss: 0.031196 | Time: 10417.9 ms [2022-04-10 21:40:02 main:581] : INFO : Epoch 1915 | loss: 0.0311844 | val_loss: 0.0311966 | Time: 10505.9 ms [2022-04-10 21:40:12 main:581] : INFO : Epoch 1916 | loss: 0.0311853 | val_loss: 0.0311958 | Time: 10385.6 ms [2022-04-10 21:40:23 main:581] : INFO : Epoch 1917 | loss: 0.0311853 | val_loss: 0.0311971 | Time: 10522.4 ms [2022-04-10 21:40:33 main:581] : INFO : Epoch 1918 | loss: 0.0311847 | val_loss: 0.0311968 | Time: 10467.6 ms [2022-04-10 21:40:44 main:581] : INFO : Epoch 1919 | loss: 0.0311846 | val_loss: 0.031195 | Time: 10482 ms [2022-04-10 21:40:54 main:581] : INFO : Epoch 1920 | loss: 0.0311847 | val_loss: 0.0311952 | Time: 10366.3 ms [2022-04-10 21:41:04 main:581] : INFO : Epoch 1921 | loss: 0.0311833 | val_loss: 0.0311992 | Time: 10228.6 ms [2022-04-10 21:41:15 main:581] : INFO : Epoch 1922 | loss: 0.0311836 | val_loss: 0.0311978 | Time: 10282.4 ms [2022-04-10 21:41:25 main:581] : INFO : Epoch 1923 | loss: 0.031183 | val_loss: 0.0311954 | Time: 10277.8 ms [2022-04-10 21:41:36 main:581] : INFO : Epoch 1924 | loss: 0.0311844 | val_loss: 0.0311977 | Time: 11013.9 ms [2022-04-10 21:41:47 main:581] : INFO : Epoch 1925 | loss: 0.0311849 | val_loss: 0.0312018 | Time: 10707.8 ms [2022-04-10 21:41:57 main:581] : INFO : Epoch 1926 | loss: 0.0311833 | val_loss: 0.0311961 | Time: 10207.5 ms [2022-04-10 21:42:07 main:581] : INFO : Epoch 1927 | loss: 0.0311828 | val_loss: 0.0311951 | Time: 10282.1 ms [2022-04-10 21:42:17 main:581] : INFO : Epoch 1928 | loss: 0.0311832 | val_loss: 0.0311949 | Time: 10273.8 ms [2022-04-10 21:42:28 main:581] : INFO : Epoch 1929 | loss: 0.031183 | val_loss: 0.0311954 | Time: 10490.4 ms [2022-04-10 21:42:39 main:581] : INFO : Epoch 1930 | loss: 0.0311823 | val_loss: 0.0311983 | Time: 11049.3 ms [2022-04-10 21:42:50 main:581] : INFO : Epoch 1931 | loss: 0.0311831 | val_loss: 0.0311969 | Time: 10674.9 ms [2022-04-10 21:43:00 main:581] : INFO : Epoch 1932 | loss: 0.0311835 | val_loss: 0.0311964 | Time: 9990.28 ms [2022-04-10 21:43:09 main:581] : INFO : Epoch 1933 | loss: 0.0311843 | val_loss: 0.0311959 | Time: 9396.25 ms [2022-04-10 21:43:18 main:581] : INFO : Epoch 1934 | loss: 0.0311878 | val_loss: 0.0311947 | Time: 8928.04 ms [2022-04-10 21:43:28 main:581] : INFO : Epoch 1935 | loss: 0.0311881 | val_loss: 0.0311963 | Time: 10553.3 ms [2022-04-10 21:43:39 main:581] : INFO : Epoch 1936 | loss: 0.031188 | val_loss: 0.0311993 | Time: 10558.1 ms [2022-04-10 21:43:50 main:581] : INFO : Epoch 1937 | loss: 0.0311887 | val_loss: 0.0312022 | Time: 10512.3 ms [2022-04-10 21:44:00 main:581] : INFO : Epoch 1938 | loss: 0.0311845 | val_loss: 0.0311955 | Time: 10539.7 ms [2022-04-10 21:44:11 main:581] : INFO : Epoch 1939 | loss: 0.0311816 | val_loss: 0.0311968 | Time: 10532.6 ms [2022-04-10 21:44:21 main:581] : INFO : Epoch 1940 | loss: 0.0311821 | val_loss: 0.0312032 | Time: 10564 ms [2022-04-10 21:44:32 main:581] : INFO : Epoch 1941 | loss: 0.0311837 | val_loss: 0.0311962 | Time: 10371 ms [2022-04-10 21:44:42 main:581] : INFO : Epoch 1942 | loss: 0.031182 | val_loss: 0.0311965 | Time: 10451.8 ms [2022-04-10 21:44:52 main:581] : INFO : Epoch 1943 | loss: 0.0311827 | val_loss: 0.0311948 | Time: 10398 ms [2022-04-10 21:45:03 main:581] : INFO : Epoch 1944 | loss: 0.0311857 | val_loss: 0.0312081 | Time: 10439.2 ms [2022-04-10 21:45:13 main:581] : INFO : Epoch 1945 | loss: 0.0311871 | val_loss: 0.0311946 | Time: 10510.8 ms [2022-04-10 21:45:24 main:581] : INFO : Epoch 1946 | loss: 0.0311808 | val_loss: 0.0311968 | Time: 10418.1 ms [2022-04-10 21:45:34 main:581] : INFO : Epoch 1947 | loss: 0.0311831 | val_loss: 0.0312 | Time: 10299.9 ms [2022-04-10 21:45:45 main:581] : INFO : Epoch 1948 | loss: 0.0311832 | val_loss: 0.0311994 | Time: 10505.3 ms [2022-04-10 21:45:55 main:581] : INFO : Epoch 1949 | loss: 0.0311817 | val_loss: 0.0311957 | Time: 10391.7 ms [2022-04-10 21:46:06 main:581] : INFO : Epoch 1950 | loss: 0.0311815 | val_loss: 0.0311988 | Time: 10600.1 ms [2022-04-10 21:46:16 main:581] : INFO : Epoch 1951 | loss: 0.0311823 | val_loss: 0.0311992 | Time: 10278 ms [2022-04-10 21:46:26 main:581] : INFO : Epoch 1952 | loss: 0.0311825 | val_loss: 0.0311989 | Time: 10542.6 ms [2022-04-10 21:46:37 main:581] : INFO : Epoch 1953 | loss: 0.0311836 | val_loss: 0.0311962 | Time: 10380.9 ms [2022-04-10 21:46:47 main:581] : INFO : Epoch 1954 | loss: 0.0311805 | val_loss: 0.031196 | Time: 10576.5 ms [2022-04-10 21:46:58 main:581] : INFO : Epoch 1955 | loss: 0.031183 | val_loss: 0.0312008 | Time: 10464.8 ms [2022-04-10 21:47:08 main:581] : INFO : Epoch 1956 | loss: 0.0311847 | val_loss: 0.031197 | Time: 10368 ms [2022-04-10 21:47:19 main:581] : INFO : Epoch 1957 | loss: 0.0311835 | val_loss: 0.0312019 | Time: 10533.7 ms [2022-04-10 21:47:29 main:581] : INFO : Epoch 1958 | loss: 0.0311836 | val_loss: 0.0311936 | Time: 10483.3 ms [2022-04-10 21:47:40 main:581] : INFO : Epoch 1959 | loss: 0.0311816 | val_loss: 0.0311939 | Time: 10661.1 ms [2022-04-10 21:47:50 main:581] : INFO : Epoch 1960 | loss: 0.0311816 | val_loss: 0.0311944 | Time: 10451 ms [2022-04-10 21:48:01 main:581] : INFO : Epoch 1961 | loss: 0.0311803 | val_loss: 0.0311948 | Time: 10489.7 ms [2022-04-10 21:48:11 main:581] : INFO : Epoch 1962 | loss: 0.0311799 | val_loss: 0.0311971 | Time: 10510.2 ms [2022-04-10 21:48:22 main:581] : INFO : Epoch 1963 | loss: 0.0311808 | val_loss: 0.0311959 | Time: 10219.7 ms [2022-04-10 21:48:32 main:581] : INFO : Epoch 1964 | loss: 0.0311819 | val_loss: 0.0311943 | Time: 10575.3 ms [2022-04-10 21:48:43 main:581] : INFO : Epoch 1965 | loss: 0.0311803 | val_loss: 0.0311966 | Time: 10403.7 ms [2022-04-10 21:48:53 main:581] : INFO : Epoch 1966 | loss: 0.0311796 | val_loss: 0.031194 | Time: 10570.5 ms [2022-04-10 21:49:04 main:581] : INFO : Epoch 1967 | loss: 0.0311791 | val_loss: 0.0311945 | Time: 10426 ms [2022-04-10 21:49:14 main:581] : INFO : Epoch 1968 | loss: 0.0311791 | val_loss: 0.0311973 | Time: 10532.8 ms [2022-04-10 21:49:24 main:581] : INFO : Epoch 1969 | loss: 0.0311789 | val_loss: 0.0311978 | Time: 10262.7 ms [2022-04-10 21:49:35 main:581] : INFO : Epoch 1970 | loss: 0.0311812 | val_loss: 0.0311954 | Time: 10559.9 ms [2022-04-10 21:49:45 main:581] : INFO : Epoch 1971 | loss: 0.0311803 | val_loss: 0.0311969 | Time: 10540.2 ms [2022-04-10 21:49:56 main:581] : INFO : Epoch 1972 | loss: 0.0311821 | val_loss: 0.0311985 | Time: 10517.2 ms [2022-04-10 21:50:06 main:581] : INFO : Epoch 1973 | loss: 0.03118 | val_loss: 0.0311943 | Time: 10510.2 ms [2022-04-10 21:50:17 main:581] : INFO : Epoch 1974 | loss: 0.0311804 | val_loss: 0.0311946 | Time: 10453 ms [2022-04-10 21:50:27 main:581] : INFO : Epoch 1975 | loss: 0.0311825 | val_loss: 0.0312037 | Time: 10554.1 ms [2022-04-10 21:50:38 main:581] : INFO : Epoch 1976 | loss: 0.0311858 | val_loss: 0.0311985 | Time: 10526.6 ms [2022-04-10 21:50:49 main:581] : INFO : Epoch 1977 | loss: 0.0311844 | val_loss: 0.0311989 | Time: 10498.7 ms [2022-04-10 21:50:59 main:581] : INFO : Epoch 1978 | loss: 0.0311822 | val_loss: 0.0311965 | Time: 10535 ms [2022-04-10 21:51:09 main:581] : INFO : Epoch 1979 | loss: 0.0311812 | val_loss: 0.0311981 | Time: 10379.6 ms [2022-04-10 21:51:20 main:581] : INFO : Epoch 1980 | loss: 0.031181 | val_loss: 0.0311974 | Time: 10550.9 ms [2022-04-10 21:51:30 main:581] : INFO : Epoch 1981 | loss: 0.0311814 | val_loss: 0.0311956 | Time: 10344.8 ms [2022-04-10 21:51:41 main:581] : INFO : Epoch 1982 | loss: 0.0311813 | val_loss: 0.0311969 | Time: 10535.8 ms [2022-04-10 21:51:51 main:581] : INFO : Epoch 1983 | loss: 0.031181 | val_loss: 0.0311957 | Time: 10315.8 ms [2022-04-10 21:52:02 main:581] : INFO : Epoch 1984 | loss: 0.0311809 | val_loss: 0.0311967 | Time: 10523.9 ms [2022-04-10 21:52:12 main:581] : INFO : Epoch 1985 | loss: 0.0311814 | val_loss: 0.0311972 | Time: 10575.8 ms [2022-04-10 21:52:23 main:581] : INFO : Epoch 1986 | loss: 0.0311812 | val_loss: 0.0311977 | Time: 10450.2 ms [2022-04-10 21:52:33 main:581] : INFO : Epoch 1987 | loss: 0.031186 | val_loss: 0.0312015 | Time: 10648.7 ms [2022-04-10 21:52:44 main:581] : INFO : Epoch 1988 | loss: 0.0311818 | val_loss: 0.0311944 | Time: 10516.8 ms [2022-04-10 21:52:54 main:581] : INFO : Epoch 1989 | loss: 0.0311808 | val_loss: 0.0311972 | Time: 10439.7 ms [2022-04-10 21:53:05 main:581] : INFO : Epoch 1990 | loss: 0.0311808 | val_loss: 0.0311958 | Time: 10405.5 ms [2022-04-10 21:53:15 main:581] : INFO : Epoch 1991 | loss: 0.0311812 | val_loss: 0.0311982 | Time: 10538.3 ms [2022-04-10 21:53:26 main:581] : INFO : Epoch 1992 | loss: 0.0311799 | val_loss: 0.0311966 | Time: 10606.7 ms [2022-04-10 21:53:36 main:581] : INFO : Epoch 1993 | loss: 0.0311801 | val_loss: 0.0311973 | Time: 10476.8 ms [2022-04-10 21:53:47 main:581] : INFO : Epoch 1994 | loss: 0.0311796 | val_loss: 0.0311965 | Time: 10654 ms [2022-04-10 21:53:57 main:581] : INFO : Epoch 1995 | loss: 0.0311792 | val_loss: 0.031196 | Time: 10395.2 ms [2022-04-10 21:54:08 main:581] : INFO : Epoch 1996 | loss: 0.0311785 | val_loss: 0.031198 | Time: 10638.1 ms [2022-04-10 21:54:19 main:581] : INFO : Epoch 1997 | loss: 0.0311802 | val_loss: 0.031195 | Time: 10529.3 ms [2022-04-10 21:54:29 main:581] : INFO : Epoch 1998 | loss: 0.0311788 | val_loss: 0.0311953 | Time: 10446.4 ms [2022-04-10 21:54:40 main:581] : INFO : Epoch 1999 | loss: 0.0311785 | val_loss: 0.0311953 | Time: 10504 ms [2022-04-10 21:54:50 main:581] : INFO : Epoch 2000 | loss: 0.0311784 | val_loss: 0.0311951 | Time: 10385.5 ms [2022-04-10 21:55:01 main:581] : INFO : Epoch 2001 | loss: 0.031179 | val_loss: 0.0311961 | Time: 10598.9 ms [2022-04-10 21:55:11 main:581] : INFO : Epoch 2002 | loss: 0.0311783 | val_loss: 0.0311956 | Time: 10535.1 ms [2022-04-10 21:55:22 main:581] : INFO : Epoch 2003 | loss: 0.031178 | val_loss: 0.0311953 | Time: 10556 ms [2022-04-10 21:55:32 main:581] : INFO : Epoch 2004 | loss: 0.0311786 | val_loss: 0.0311947 | Time: 10439.7 ms [2022-04-10 21:55:42 main:581] : INFO : Epoch 2005 | loss: 0.0311775 | val_loss: 0.0311973 | Time: 10377 ms [2022-04-10 21:55:53 main:581] : INFO : Epoch 2006 | loss: 0.0311781 | val_loss: 0.0311957 | Time: 10567.2 ms [2022-04-10 21:56:03 main:581] : INFO : Epoch 2007 | loss: 0.0311777 | val_loss: 0.0311951 | Time: 10393.3 ms [2022-04-10 21:56:14 main:581] : INFO : Epoch 2008 | loss: 0.0311779 | val_loss: 0.031195 | Time: 10589.8 ms [2022-04-10 21:56:24 main:581] : INFO : Epoch 2009 | loss: 0.0311779 | val_loss: 0.0311967 | Time: 10463.2 ms [2022-04-10 21:56:35 main:581] : INFO : Epoch 2010 | loss: 0.0311788 | val_loss: 0.0311968 | Time: 10544.6 ms [2022-04-10 21:56:46 main:581] : INFO : Epoch 2011 | loss: 0.0311819 | val_loss: 0.0311966 | Time: 10544.6 ms [2022-04-10 21:56:56 main:581] : INFO : Epoch 2012 | loss: 0.0311809 | val_loss: 0.0311982 | Time: 10517 ms [2022-04-10 21:57:07 main:581] : INFO : Epoch 2013 | loss: 0.0311837 | val_loss: 0.0312022 | Time: 10536.5 ms [2022-04-10 21:57:17 main:581] : INFO : Epoch 2014 | loss: 0.0311871 | val_loss: 0.031198 | Time: 10516.7 ms [2022-04-10 21:57:28 main:581] : INFO : Epoch 2015 | loss: 0.0311858 | val_loss: 0.0311973 | Time: 10464.6 ms [2022-04-10 21:57:38 main:581] : INFO : Epoch 2016 | loss: 0.031184 | val_loss: 0.0311979 | Time: 10491.8 ms [2022-04-10 21:57:49 main:581] : INFO : Epoch 2017 | loss: 0.0311823 | val_loss: 0.0311977 | Time: 10427.6 ms [2022-04-10 21:57:58 main:581] : INFO : Epoch 2018 | loss: 0.0311819 | val_loss: 0.0311979 | Time: 9872.24 ms [2022-04-10 21:58:08 main:581] : INFO : Epoch 2019 | loss: 0.0311831 | val_loss: 0.0311973 | Time: 10030.2 ms [2022-04-10 21:58:19 main:581] : INFO : Epoch 2020 | loss: 0.0311808 | val_loss: 0.0311996 | Time: 10871.6 ms [2022-04-10 21:58:30 main:581] : INFO : Epoch 2021 | loss: 0.0311813 | val_loss: 0.0311971 | Time: 10545.9 ms [2022-04-10 21:58:40 main:581] : INFO : Epoch 2022 | loss: 0.0311853 | val_loss: 0.0312025 | Time: 10331.6 ms [2022-04-10 21:58:50 main:581] : INFO : Epoch 2023 | loss: 0.0311831 | val_loss: 0.0311997 | Time: 10149.9 ms [2022-04-10 21:59:01 main:581] : INFO : Epoch 2024 | loss: 0.0311837 | val_loss: 0.0311967 | Time: 10251.2 ms [2022-04-10 21:59:11 main:581] : INFO : Epoch 2025 | loss: 0.0311809 | val_loss: 0.0312015 | Time: 10298.8 ms [2022-04-10 21:59:21 main:581] : INFO : Epoch 2026 | loss: 0.0311814 | val_loss: 0.0311978 | Time: 10547.4 ms [2022-04-10 21:59:32 main:581] : INFO : Epoch 2027 | loss: 0.0311794 | val_loss: 0.0311977 | Time: 10689.5 ms [2022-04-10 21:59:42 main:581] : INFO : Epoch 2028 | loss: 0.0311785 | val_loss: 0.031199 | Time: 10281.9 ms [2022-04-10 21:59:53 main:581] : INFO : Epoch 2029 | loss: 0.0311804 | val_loss: 0.0312031 | Time: 10236.7 ms [2022-04-10 22:00:02 main:581] : INFO : Epoch 2030 | loss: 0.0311814 | val_loss: 0.0311939 | Time: 9099.86 ms [2022-04-10 22:00:11 main:581] : INFO : Epoch 2031 | loss: 0.0311805 | val_loss: 0.0311941 | Time: 9268.37 ms [2022-04-10 22:00:21 main:581] : INFO : Epoch 2032 | loss: 0.0311782 | val_loss: 0.031198 | Time: 10468.1 ms [2022-04-10 22:00:32 main:581] : INFO : Epoch 2033 | loss: 0.0311779 | val_loss: 0.0311945 | Time: 10418.5 ms [2022-04-10 22:00:42 main:581] : INFO : Epoch 2034 | loss: 0.0311778 | val_loss: 0.0311967 | Time: 10485.1 ms [2022-04-10 22:00:53 main:581] : INFO : Epoch 2035 | loss: 0.0311783 | val_loss: 0.0311956 | Time: 10510.5 ms [2022-04-10 22:01:03 main:581] : INFO : Epoch 2036 | loss: 0.0311806 | val_loss: 0.0311956 | Time: 10466.1 ms [2022-04-10 22:01:14 main:581] : INFO : Epoch 2037 | loss: 0.0311788 | val_loss: 0.0311989 | Time: 10480 ms [2022-04-10 22:01:24 main:581] : INFO : Epoch 2038 | loss: 0.0311796 | val_loss: 0.0311971 | Time: 10399.8 ms [2022-04-10 22:01:35 main:581] : INFO : Epoch 2039 | loss: 0.0311822 | val_loss: 0.0311952 | Time: 10436.5 ms [2022-04-10 22:01:45 main:581] : INFO : Epoch 2040 | loss: 0.0311794 | val_loss: 0.0311979 | Time: 10363.1 ms [2022-04-10 22:01:56 main:581] : INFO : Epoch 2041 | loss: 0.0311787 | val_loss: 0.0311965 | Time: 10503.6 ms [2022-04-10 22:02:06 main:581] : INFO : Epoch 2042 | loss: 0.0311775 | val_loss: 0.0311943 | Time: 10328.1 ms [2022-04-10 22:02:16 main:581] : INFO : Epoch 2043 | loss: 0.0311772 | val_loss: 0.031197 | Time: 10448.6 ms [2022-04-10 22:02:27 main:581] : INFO : Epoch 2044 | loss: 0.0311767 | val_loss: 0.0311948 | Time: 10534.2 ms [2022-04-10 22:02:37 main:581] : INFO : Epoch 2045 | loss: 0.0311776 | val_loss: 0.0311972 | Time: 10573.9 ms [2022-04-10 22:02:48 main:581] : INFO : Epoch 2046 | loss: 0.0311775 | val_loss: 0.0311935 | Time: 10468.8 ms [2022-04-10 22:02:58 main:581] : INFO : Epoch 2047 | loss: 0.0311787 | val_loss: 0.0311991 | Time: 10399 ms [2022-04-10 22:03:09 main:581] : INFO : Epoch 2048 | loss: 0.0311795 | val_loss: 0.0311949 | Time: 10562.6 ms [2022-04-10 22:03:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311949 [2022-04-10 22:03:09 main:610] : INFO : Saving end state to config to file [2022-04-10 22:03:09 main:615] : INFO : Success, exiting.. 22:03:09 (28967): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)