Task 7573154
| Name | ParityModified-1631728890-29198-2_0 |
| Workunit | 5230664 |
| Created | 24 Sep 2021, 22:57:25 UTC |
| Sent | 30 Sep 2021, 3:51:31 UTC |
| Report deadline | 7 Oct 2021, 3:51:31 UTC |
| Received | 30 Sep 2021, 17:25:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 59 min 2 sec |
| CPU time | 58 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1538 | loss: 0.031173 | val_loss: 0.0311864 | Time: 1715.96 ms [2021-09-30 12:09:22 main:581] : INFO : Epoch 1539 | loss: 0.0311744 | val_loss: 0.0311862 | Time: 1721.74 ms [2021-09-30 12:09:24 main:581] : INFO : Epoch 1540 | loss: 0.0311737 | val_loss: 0.0311888 | Time: 1735.92 ms [2021-09-30 12:09:25 main:581] : INFO : Epoch 1541 | loss: 0.0311736 | val_loss: 0.031187 | Time: 1716.62 ms [2021-09-30 12:09:27 main:581] : INFO : Epoch 1542 | loss: 0.0311728 | val_loss: 0.0311868 | Time: 1694.91 ms [2021-09-30 12:09:29 main:581] : INFO : Epoch 1543 | loss: 0.0311735 | val_loss: 0.0311894 | Time: 1708.57 ms [2021-09-30 12:09:30 main:581] : INFO : Epoch 1544 | loss: 0.0311746 | val_loss: 0.0311875 | Time: 1728.26 ms [2021-09-30 12:09:32 main:581] : INFO : Epoch 1545 | loss: 0.0311734 | val_loss: 0.0311868 | Time: 1731.79 ms [2021-09-30 12:09:34 main:581] : INFO : Epoch 1546 | loss: 0.0311719 | val_loss: 0.0311885 | Time: 1730.85 ms [2021-09-30 12:09:36 main:581] : INFO : Epoch 1547 | loss: 0.0311733 | val_loss: 0.031191 | Time: 1699.73 ms [2021-09-30 12:09:37 main:581] : INFO : Epoch 1548 | loss: 0.0311724 | val_loss: 0.0311899 | Time: 1722.51 ms [2021-09-30 12:09:39 main:581] : INFO : Epoch 1549 | loss: 0.0311741 | val_loss: 0.031191 | Time: 1723.98 ms [2021-09-30 12:09:41 main:581] : INFO : Epoch 1550 | loss: 0.0311725 | val_loss: 0.0311885 | Time: 1731.21 ms [2021-09-30 12:09:42 main:581] : INFO : Epoch 1551 | loss: 0.0311733 | val_loss: 0.0311893 | Time: 1738.03 ms [2021-09-30 12:09:44 main:581] : INFO : Epoch 1552 | loss: 0.0311729 | val_loss: 0.0311869 | Time: 1723.44 ms [2021-09-30 12:09:46 main:581] : INFO : Epoch 1553 | loss: 0.0311729 | val_loss: 0.0311903 | Time: 1717.33 ms [2021-09-30 12:09:48 main:581] : INFO : Epoch 1554 | loss: 0.0311738 | val_loss: 0.031188 | Time: 1688.42 ms [2021-09-30 12:09:49 main:581] : INFO : Epoch 1555 | loss: 0.0311734 | val_loss: 0.0311882 | Time: 1666.81 ms [2021-09-30 12:09:51 main:581] : INFO : Epoch 1556 | loss: 0.0311717 | val_loss: 0.0311872 | Time: 1705.37 ms [2021-09-30 12:09:53 main:581] : INFO : Epoch 1557 | loss: 0.0311732 | val_loss: 0.0311877 | Time: 1737.03 ms [2021-09-30 12:09:54 main:581] : INFO : Epoch 1558 | loss: 0.0311734 | val_loss: 0.0311874 | Time: 1729.93 ms [2021-09-30 12:09:56 main:581] : INFO : Epoch 1559 | loss: 0.0311737 | val_loss: 0.0311865 | Time: 1710.38 ms [2021-09-30 12:09:58 main:581] : INFO : Epoch 1560 | loss: 0.0311787 | val_loss: 0.0311901 | Time: 1647.28 ms [2021-09-30 12:10:00 main:581] : INFO : Epoch 1561 | loss: 0.0311802 | val_loss: 0.0311899 | Time: 1716.73 ms [2021-09-30 12:10:01 main:581] : INFO : Epoch 1562 | loss: 0.0311807 | val_loss: 0.0311879 | Time: 1660.1 ms [2021-09-30 12:10:03 main:581] : INFO : Epoch 1563 | loss: 0.031177 | val_loss: 0.0311872 | Time: 1736.48 ms [2021-09-30 12:10:05 main:581] : INFO : Epoch 1564 | loss: 0.0311748 | val_loss: 0.0311851 | Time: 1732.73 ms [2021-09-30 12:10:06 main:581] : INFO : Epoch 1565 | loss: 0.0311744 | val_loss: 0.0311853 | Time: 1741.87 ms [2021-09-30 12:10:08 main:581] : INFO : Epoch 1566 | loss: 0.0311752 | val_loss: 0.0311875 | Time: 1724.75 ms [2021-09-30 12:10:10 main:581] : INFO : Epoch 1567 | loss: 0.0311767 | val_loss: 0.0311838 | Time: 1698.66 ms [2021-09-30 12:10:12 main:581] : INFO : Epoch 1568 | loss: 0.0311759 | val_loss: 0.031184 | Time: 1723.71 ms [2021-09-30 12:10:13 main:581] : INFO : Epoch 1569 | loss: 0.0311747 | val_loss: 0.0311855 | Time: 1724.05 ms [2021-09-30 12:10:15 main:581] : INFO : Epoch 1570 | loss: 0.0311772 | val_loss: 0.0311889 | Time: 1728.13 ms [2021-09-30 12:10:17 main:581] : INFO : Epoch 1571 | loss: 0.0311795 | val_loss: 0.0311848 | Time: 1720.93 ms [2021-09-30 12:10:18 main:581] : INFO : Epoch 1572 | loss: 0.0311754 | val_loss: 0.0311899 | Time: 1715.22 ms [2021-09-30 12:10:20 main:581] : INFO : Epoch 1573 | loss: 0.0311765 | val_loss: 0.0311848 | Time: 1704.82 ms [2021-09-30 12:10:22 main:581] : INFO : Epoch 1574 | loss: 0.0311747 | val_loss: 0.0311866 | Time: 1723.37 ms [2021-09-30 12:10:24 main:581] : INFO : Epoch 1575 | loss: 0.0311729 | val_loss: 0.0311874 | Time: 1703.85 ms [2021-09-30 12:10:25 main:581] : INFO : Epoch 1576 | loss: 0.0311779 | val_loss: 0.0311911 | Time: 1736.63 ms [2021-09-30 12:10:27 main:581] : INFO : Epoch 1577 | loss: 0.0311762 | val_loss: 0.031185 | Time: 1726.38 ms [2021-09-30 12:10:29 main:581] : INFO : Epoch 1578 | loss: 0.0311735 | val_loss: 0.0311868 | Time: 1697.23 ms [2021-09-30 12:10:30 main:581] : INFO : Epoch 1579 | loss: 0.0311719 | val_loss: 0.031185 | Time: 1688.39 ms [2021-09-30 12:10:32 main:581] : INFO : Epoch 1580 | loss: 0.0311719 | val_loss: 0.0311883 | Time: 1739.92 ms [2021-09-30 12:10:34 main:581] : INFO : Epoch 1581 | loss: 0.0311735 | val_loss: 0.0311863 | Time: 1721.84 ms [2021-09-30 12:10:36 main:581] : INFO : Epoch 1582 | loss: 0.0311721 | val_loss: 0.0311849 | Time: 1733.89 ms [2021-09-30 12:10:37 main:581] : INFO : Epoch 1583 | loss: 0.0311729 | val_loss: 0.0311849 | Time: 1732.2 ms [2021-09-30 12:10:39 main:581] : INFO : Epoch 1584 | loss: 0.0311716 | val_loss: 0.0311839 | Time: 1722.84 ms [2021-09-30 12:10:41 main:581] : INFO : Epoch 1585 | loss: 0.0311709 | val_loss: 0.0311835 | Time: 1726.21 ms [2021-09-30 12:10:43 main:581] : INFO : Epoch 1586 | loss: 0.0311737 | val_loss: 0.0311885 | Time: 1738.8 ms [2021-09-30 12:10:44 main:581] : INFO : Epoch 1587 | loss: 0.0311741 | val_loss: 0.0311869 | Time: 1690.24 ms [2021-09-30 12:10:46 main:581] : INFO : Epoch 1588 | loss: 0.0311724 | val_loss: 0.0311836 | Time: 1706.3 ms [2021-09-30 12:10:48 main:581] : INFO : Epoch 1589 | loss: 0.0311708 | val_loss: 0.0311979 | Time: 1729.76 ms [2021-09-30 12:10:49 main:581] : INFO : Epoch 1590 | loss: 0.0311787 | val_loss: 0.0311858 | Time: 1734.18 ms [2021-09-30 12:10:51 main:581] : INFO : Epoch 1591 | loss: 0.0311752 | val_loss: 0.0311854 | Time: 1723.91 ms [2021-09-30 12:10:53 main:581] : INFO : Epoch 1592 | loss: 0.0311719 | val_loss: 0.0311859 | Time: 1706.98 ms [2021-09-30 12:10:55 main:581] : INFO : Epoch 1593 | loss: 0.0311709 | val_loss: 0.0311847 | Time: 1726.41 ms [2021-09-30 12:10:56 main:581] : INFO : Epoch 1594 | loss: 0.031172 | val_loss: 0.0311891 | Time: 1735.15 ms [2021-09-30 12:10:58 main:581] : INFO : Epoch 1595 | loss: 0.031174 | val_loss: 0.0311909 | Time: 1737.92 ms [2021-09-30 12:11:00 main:581] : INFO : Epoch 1596 | loss: 0.0311743 | val_loss: 0.0311848 | Time: 1716.96 ms [2021-09-30 12:11:01 main:581] : INFO : Epoch 1597 | loss: 0.0311741 | val_loss: 0.0311856 | Time: 1722.7 ms [2021-09-30 12:11:03 main:581] : INFO : Epoch 1598 | loss: 0.0311726 | val_loss: 0.0311858 | Time: 1734.84 ms [2021-09-30 12:11:05 main:581] : INFO : Epoch 1599 | loss: 0.0311719 | val_loss: 0.0311841 | Time: 1731.85 ms [2021-09-30 12:11:07 main:581] : INFO : Epoch 1600 | loss: 0.0311722 | val_loss: 0.0311851 | Time: 1735.09 ms [2021-09-30 12:11:08 main:581] : INFO : Epoch 1601 | loss: 0.0311708 | val_loss: 0.0311846 | Time: 1735.15 ms [2021-09-30 12:11:10 main:581] : INFO : Epoch 1602 | loss: 0.0311714 | val_loss: 0.0311896 | Time: 1716.12 ms [2021-09-30 12:11:12 main:581] : INFO : Epoch 1603 | loss: 0.0311734 | val_loss: 0.031183 | Time: 1737.75 ms [2021-09-30 12:11:14 main:581] : INFO : Epoch 1604 | loss: 0.0311734 | val_loss: 0.0311843 | Time: 1708.3 ms [2021-09-30 12:11:15 main:581] : INFO : Epoch 1605 | loss: 0.0311718 | val_loss: 0.0311869 | Time: 1736.65 ms [2021-09-30 12:11:17 main:581] : INFO : Epoch 1606 | loss: 0.0311701 | val_loss: 0.0311861 | Time: 1737.25 ms [2021-09-30 12:11:19 main:581] : INFO : Epoch 1607 | loss: 0.0311734 | val_loss: 0.0311885 | Time: 1703.67 ms [2021-09-30 12:11:20 main:581] : INFO : Epoch 1608 | loss: 0.0311717 | val_loss: 0.0311875 | Time: 1714.25 ms [2021-09-30 12:11:22 main:581] : INFO : Epoch 1609 | loss: 0.0311706 | val_loss: 0.0311848 | Time: 1726.46 ms [2021-09-30 12:11:24 main:581] : INFO : Epoch 1610 | loss: 0.0311691 | val_loss: 0.0311912 | Time: 1728.19 ms [2021-09-30 12:11:26 main:581] : INFO : Epoch 1611 | loss: 0.0311711 | val_loss: 0.0311935 | Time: 1746.11 ms [2021-09-30 12:11:27 main:581] : INFO : Epoch 1612 | loss: 0.0311724 | val_loss: 0.0311863 | Time: 1724.71 ms [2021-09-30 12:11:29 main:581] : INFO : Epoch 1613 | loss: 0.0311721 | val_loss: 0.0311891 | Time: 1727.76 ms [2021-09-30 12:11:31 main:581] : INFO : Epoch 1614 | loss: 0.0311707 | val_loss: 0.0311848 | Time: 1726.15 ms [2021-09-30 12:11:33 main:581] : INFO : Epoch 1615 | loss: 0.0311743 | val_loss: 0.0311885 | Time: 1743.88 ms [2021-09-30 12:11:34 main:581] : INFO : Epoch 1616 | loss: 0.0311767 | val_loss: 0.0311891 | Time: 1715.98 ms [2021-09-30 12:11:36 main:581] : INFO : Epoch 1617 | loss: 0.0311734 | val_loss: 0.0311855 | Time: 1732.46 ms [2021-09-30 12:11:38 main:581] : INFO : Epoch 1618 | loss: 0.0311707 | val_loss: 0.0311868 | Time: 1674.86 ms [2021-09-30 12:11:39 main:581] : INFO : Epoch 1619 | loss: 0.0311697 | val_loss: 0.0311859 | Time: 1712 ms [2021-09-30 12:11:41 main:581] : INFO : Epoch 1620 | loss: 0.0311757 | val_loss: 0.0311871 | Time: 1723.57 ms [2021-09-30 12:11:43 main:581] : INFO : Epoch 1621 | loss: 0.0311749 | val_loss: 0.0311828 | Time: 1727.89 ms [2021-09-30 12:11:45 main:581] : INFO : Epoch 1622 | loss: 0.0311735 | val_loss: 0.0311833 | Time: 1724.54 ms [2021-09-30 12:11:46 main:581] : INFO : Epoch 1623 | loss: 0.0311725 | val_loss: 0.0311879 | Time: 1669.07 ms [2021-09-30 12:11:48 main:581] : INFO : Epoch 1624 | loss: 0.0311723 | val_loss: 0.0311881 | Time: 1741.01 ms [2021-09-30 12:11:50 main:581] : INFO : Epoch 1625 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 1725.95 ms [2021-09-30 12:11:51 main:581] : INFO : Epoch 1626 | loss: 0.031174 | val_loss: 0.0311844 | Time: 1741.16 ms [2021-09-30 12:11:53 main:581] : INFO : Epoch 1627 | loss: 0.0311722 | val_loss: 0.0311866 | Time: 1729.41 ms [2021-09-30 12:11:55 main:581] : INFO : Epoch 1628 | loss: 0.0311733 | val_loss: 0.0311854 | Time: 1717.98 ms [2021-09-30 12:11:57 main:581] : INFO : Epoch 1629 | loss: 0.0311719 | val_loss: 0.0311833 | Time: 1726.16 ms [2021-09-30 12:11:58 main:581] : INFO : Epoch 1630 | loss: 0.0311695 | val_loss: 0.031189 | Time: 1705.22 ms [2021-09-30 12:12:00 main:581] : INFO : Epoch 1631 | loss: 0.0311701 | val_loss: 0.0311859 | Time: 1703.29 ms [2021-09-30 12:12:02 main:581] : INFO : Epoch 1632 | loss: 0.0311697 | val_loss: 0.0311835 | Time: 1729.7 ms [2021-09-30 12:12:03 main:581] : INFO : Epoch 1633 | loss: 0.0311699 | val_loss: 0.0311855 | Time: 1720.22 ms [2021-09-30 12:12:05 main:581] : INFO : Epoch 1634 | loss: 0.0311703 | val_loss: 0.031186 | Time: 1722.69 ms [2021-09-30 12:12:07 main:581] : INFO : Epoch 1635 | loss: 0.0311689 | val_loss: 0.0311862 | Time: 1737.02 ms [2021-09-30 12:12:09 main:581] : INFO : Epoch 1636 | loss: 0.0311689 | val_loss: 0.0311886 | Time: 1730.77 ms [2021-09-30 12:12:10 main:581] : INFO : Epoch 1637 | loss: 0.0311692 | val_loss: 0.0311832 | Time: 1730.13 ms [2021-09-30 12:12:12 main:581] : INFO : Epoch 1638 | loss: 0.0311693 | val_loss: 0.0311928 | Time: 1686.03 ms [2021-09-30 12:12:14 main:581] : INFO : Epoch 1639 | loss: 0.0311689 | val_loss: 0.0311861 | Time: 1715.65 ms [2021-09-30 12:12:16 main:581] : INFO : Epoch 1640 | loss: 0.0311688 | val_loss: 0.031187 | Time: 1694.79 ms [2021-09-30 12:12:17 main:581] : INFO : Epoch 1641 | loss: 0.0311678 | val_loss: 0.0311849 | Time: 1730.82 ms [2021-09-30 12:12:19 main:581] : INFO : Epoch 1642 | loss: 0.0311678 | val_loss: 0.0311865 | Time: 1720.57 ms [2021-09-30 12:12:21 main:581] : INFO : Epoch 1643 | loss: 0.0311682 | val_loss: 0.0311877 | Time: 1716.09 ms [2021-09-30 12:12:22 main:581] : INFO : Epoch 1644 | loss: 0.0311672 | val_loss: 0.0311947 | Time: 1706.73 ms [2021-09-30 12:12:24 main:581] : INFO : Epoch 1645 | loss: 0.0311687 | val_loss: 0.0311871 | Time: 1710.21 ms [2021-09-30 12:12:26 main:581] : INFO : Epoch 1646 | loss: 0.0311688 | val_loss: 0.0311912 | Time: 1730.68 ms [2021-09-30 12:12:28 main:581] : INFO : Epoch 1647 | loss: 0.0311681 | val_loss: 0.031189 | Time: 1749.93 ms [2021-09-30 12:12:29 main:581] : INFO : Epoch 1648 | loss: 0.0311703 | val_loss: 0.0311868 | Time: 1716.87 ms [2021-09-30 12:12:31 main:581] : INFO : Epoch 1649 | loss: 0.0311716 | val_loss: 0.0311883 | Time: 1729.3 ms [2021-09-30 12:12:33 main:581] : INFO : Epoch 1650 | loss: 0.0311728 | val_loss: 0.0311865 | Time: 1723.7 ms [2021-09-30 12:12:34 main:581] : INFO : Epoch 1651 | loss: 0.0311725 | val_loss: 0.0311885 | Time: 1712.24 ms [2021-09-30 12:12:36 main:581] : INFO : Epoch 1652 | loss: 0.0311714 | val_loss: 0.0311889 | Time: 1710.02 ms [2021-09-30 12:12:38 main:581] : INFO : Epoch 1653 | loss: 0.0311705 | val_loss: 0.0311844 | Time: 1731.81 ms [2021-09-30 12:12:40 main:581] : INFO : Epoch 1654 | loss: 0.0311706 | val_loss: 0.0311855 | Time: 1731.15 ms [2021-09-30 12:12:41 main:581] : INFO : Epoch 1655 | loss: 0.0311709 | val_loss: 0.0311893 | Time: 1727.55 ms [2021-09-30 12:12:43 main:581] : INFO : Epoch 1656 | loss: 0.0311697 | val_loss: 0.0311864 | Time: 1723.07 ms [2021-09-30 12:12:45 main:581] : INFO : Epoch 1657 | loss: 0.0311692 | val_loss: 0.0311867 | Time: 1724.17 ms [2021-09-30 12:12:47 main:581] : INFO : Epoch 1658 | loss: 0.0311685 | val_loss: 0.031184 | Time: 1731.33 ms [2021-09-30 12:12:48 main:581] : INFO : Epoch 1659 | loss: 0.0311684 | val_loss: 0.0311907 | Time: 1699.61 ms [2021-09-30 12:12:50 main:581] : INFO : Epoch 1660 | loss: 0.0311724 | val_loss: 0.0311905 | Time: 1733.83 ms [2021-09-30 12:12:52 main:581] : INFO : Epoch 1661 | loss: 0.0311703 | val_loss: 0.0311872 | Time: 1722.4 ms [2021-09-30 12:12:53 main:581] : INFO : Epoch 1662 | loss: 0.0311676 | val_loss: 0.0311891 | Time: 1723.98 ms [2021-09-30 12:12:55 main:581] : INFO : Epoch 1663 | loss: 0.0311676 | val_loss: 0.0311897 | Time: 1707.61 ms [2021-09-30 12:12:57 main:581] : INFO : Epoch 1664 | loss: 0.0311701 | val_loss: 0.0311906 | Time: 1725.64 ms [2021-09-30 12:12:59 main:581] : INFO : Epoch 1665 | loss: 0.0311695 | val_loss: 0.0311863 | Time: 1710.93 ms [2021-09-30 12:13:00 main:581] : INFO : Epoch 1666 | loss: 0.0311677 | val_loss: 0.0311853 | Time: 1725.25 ms [2021-09-30 12:13:02 main:581] : INFO : Epoch 1667 | loss: 0.0311675 | val_loss: 0.0311912 | Time: 1731.5 ms [2021-09-30 12:13:04 main:581] : INFO : Epoch 1668 | loss: 0.0311663 | val_loss: 0.0311869 | Time: 1727.47 ms [2021-09-30 12:13:05 main:581] : INFO : Epoch 1669 | loss: 0.0311652 | val_loss: 0.0311883 | Time: 1701.9 ms [2021-09-30 12:13:07 main:581] : INFO : Epoch 1670 | loss: 0.0311667 | val_loss: 0.0311861 | Time: 1717.63 ms [2021-09-30 12:13:09 main:581] : INFO : Epoch 1671 | loss: 0.0311691 | val_loss: 0.0311878 | Time: 1711.97 ms [2021-09-30 12:13:11 main:581] : INFO : Epoch 1672 | loss: 0.0311688 | val_loss: 0.0311937 | Time: 1722.49 ms [2021-09-30 12:13:12 main:581] : INFO : Epoch 1673 | loss: 0.0311653 | val_loss: 0.0311883 | Time: 1735.63 ms [2021-09-30 12:13:14 main:581] : INFO : Epoch 1674 | loss: 0.0311708 | val_loss: 0.0311893 | Time: 1708.89 ms [2021-09-30 12:13:16 main:581] : INFO : Epoch 1675 | loss: 0.0311695 | val_loss: 0.0311877 | Time: 1733.67 ms [2021-09-30 12:13:17 main:581] : INFO : Epoch 1676 | loss: 0.0311681 | val_loss: 0.0311906 | Time: 1706.22 ms [2021-09-30 12:13:19 main:581] : INFO : Epoch 1677 | loss: 0.0311671 | val_loss: 0.0311875 | Time: 1710.83 ms [2021-09-30 12:13:21 main:581] : INFO : Epoch 1678 | loss: 0.0311745 | val_loss: 0.0311896 | Time: 1707.19 ms [2021-09-30 12:13:23 main:581] : INFO : Epoch 1679 | loss: 0.0311798 | val_loss: 0.0311883 | Time: 1725.02 ms [2021-09-30 12:13:24 main:581] : INFO : Epoch 1680 | loss: 0.0311763 | val_loss: 0.0311889 | Time: 1715.21 ms [2021-09-30 12:13:26 main:581] : INFO : Epoch 1681 | loss: 0.0311744 | val_loss: 0.0311915 | Time: 1700.18 ms [2021-09-30 12:13:28 main:581] : INFO : Epoch 1682 | loss: 0.0311758 | val_loss: 0.0311857 | Time: 1717.07 ms [2021-09-30 12:13:29 main:581] : INFO : Epoch 1683 | loss: 0.031173 | val_loss: 0.0311842 | Time: 1713.33 ms [2021-09-30 12:13:31 main:581] : INFO : Epoch 1684 | loss: 0.0311722 | val_loss: 0.0311861 | Time: 1754.71 ms [2021-09-30 12:13:33 main:581] : INFO : Epoch 1685 | loss: 0.031172 | val_loss: 0.0311838 | Time: 1723.38 ms [2021-09-30 12:13:35 main:581] : INFO : Epoch 1686 | loss: 0.0311703 | val_loss: 0.0311839 | Time: 1738.51 ms [2021-09-30 12:13:36 main:581] : INFO : Epoch 1687 | loss: 0.0311697 | val_loss: 0.0311877 | Time: 1744.9 ms [2021-09-30 12:13:38 main:581] : INFO : Epoch 1688 | loss: 0.0311718 | val_loss: 0.0311888 | Time: 1694.24 ms [2021-09-30 12:13:40 main:581] : INFO : Epoch 1689 | loss: 0.0311718 | val_loss: 0.0311851 | Time: 1689.77 ms [2021-09-30 12:13:42 main:581] : INFO : Epoch 1690 | loss: 0.031169 | val_loss: 0.0311861 | Time: 1692.13 ms [2021-09-30 12:13:43 main:581] : INFO : Epoch 1691 | loss: 0.0311704 | val_loss: 0.0311972 | Time: 1738.72 ms [2021-09-30 12:13:45 main:581] : INFO : Epoch 1692 | loss: 0.0311695 | val_loss: 0.0311836 | Time: 1665.09 ms [2021-09-30 12:13:47 main:581] : INFO : Epoch 1693 | loss: 0.0311683 | val_loss: 0.0311884 | Time: 1700.14 ms [2021-09-30 12:13:48 main:581] : INFO : Epoch 1694 | loss: 0.0311689 | val_loss: 0.0311853 | Time: 1693.95 ms [2021-09-30 12:13:50 main:581] : INFO : Epoch 1695 | loss: 0.0311677 | val_loss: 0.0311885 | Time: 1683.32 ms [2021-09-30 12:13:52 main:581] : INFO : Epoch 1696 | loss: 0.0311686 | val_loss: 0.0311918 | Time: 1699.38 ms [2021-09-30 12:13:53 main:581] : INFO : Epoch 1697 | loss: 0.0311692 | val_loss: 0.0311837 | Time: 1723.26 ms [2021-09-30 12:13:55 main:581] : INFO : Epoch 1698 | loss: 0.0311694 | val_loss: 0.0311895 | Time: 1736.75 ms [2021-09-30 12:13:57 main:581] : INFO : Epoch 1699 | loss: 0.0311676 | val_loss: 0.0311849 | Time: 1733.07 ms [2021-09-30 12:13:59 main:581] : INFO : Epoch 1700 | loss: 0.0311681 | val_loss: 0.0311859 | Time: 1718.7 ms [2021-09-30 12:14:00 main:581] : INFO : Epoch 1701 | loss: 0.0311692 | val_loss: 0.0311836 | Time: 1749.02 ms [2021-09-30 12:14:02 main:581] : INFO : Epoch 1702 | loss: 0.0311673 | val_loss: 0.0311864 | Time: 1672.36 ms [2021-09-30 12:14:04 main:581] : INFO : Epoch 1703 | loss: 0.0311686 | val_loss: 0.0311845 | Time: 1681.46 ms [2021-09-30 12:14:05 main:581] : INFO : Epoch 1704 | loss: 0.031168 | val_loss: 0.0311851 | Time: 1712.5 ms [2021-09-30 12:14:07 main:581] : INFO : Epoch 1705 | loss: 0.0311665 | val_loss: 0.0311835 | Time: 1667.21 ms [2021-09-30 12:14:09 main:581] : INFO : Epoch 1706 | loss: 0.0311669 | val_loss: 0.0311874 | Time: 1700.48 ms [2021-09-30 12:14:11 main:581] : INFO : Epoch 1707 | loss: 0.0311653 | val_loss: 0.0311847 | Time: 1750.68 ms [2021-09-30 12:14:12 main:581] : INFO : Epoch 1708 | loss: 0.031166 | val_loss: 0.0311855 | Time: 1727.53 ms [2021-09-30 12:14:14 main:581] : INFO : Epoch 1709 | loss: 0.0311668 | val_loss: 0.0311894 | Time: 1717.69 ms [2021-09-30 12:14:16 main:581] : INFO : Epoch 1710 | loss: 0.0311666 | val_loss: 0.0311838 | Time: 1739.47 ms [2021-09-30 12:14:17 main:581] : INFO : Epoch 1711 | loss: 0.0311663 | val_loss: 0.0311868 | Time: 1719.16 ms [2021-09-30 12:14:19 main:581] : INFO : Epoch 1712 | loss: 0.0311705 | val_loss: 0.0311855 | Time: 1700.97 ms [2021-09-30 12:14:21 main:581] : INFO : Epoch 1713 | loss: 0.0311673 | val_loss: 0.0311854 | Time: 1745.22 ms [2021-09-30 12:14:23 main:581] : INFO : Epoch 1714 | loss: 0.0311663 | val_loss: 0.0311856 | Time: 1740.68 ms [2021-09-30 12:14:24 main:581] : INFO : Epoch 1715 | loss: 0.0311648 | val_loss: 0.0311845 | Time: 1739.3 ms [2021-09-30 12:14:26 main:581] : INFO : Epoch 1716 | loss: 0.0311647 | val_loss: 0.0311853 | Time: 1646.52 ms [2021-09-30 12:14:28 main:581] : INFO : Epoch 1717 | loss: 0.0311646 | val_loss: 0.031188 | Time: 1611.22 ms [2021-09-30 12:14:29 main:581] : INFO : Epoch 1718 | loss: 0.0311662 | val_loss: 0.0311859 | Time: 1628.4 ms [2021-09-30 12:14:31 main:581] : INFO : Epoch 1719 | loss: 0.0311648 | val_loss: 0.0311827 | Time: 1690.06 ms [2021-09-30 12:14:33 main:581] : INFO : Epoch 1720 | loss: 0.0311661 | val_loss: 0.0311871 | Time: 1718.6 ms [2021-09-30 12:14:34 main:581] : INFO : Epoch 1721 | loss: 0.0311667 | val_loss: 0.0311843 | Time: 1731.85 ms [2021-09-30 12:14:36 main:581] : INFO : Epoch 1722 | loss: 0.0311655 | val_loss: 0.0311842 | Time: 1713.55 ms [2021-09-30 12:14:38 main:581] : INFO : Epoch 1723 | loss: 0.0311641 | val_loss: 0.0311885 | Time: 1726.25 ms [2021-09-30 12:14:40 main:581] : INFO : Epoch 1724 | loss: 0.0311637 | val_loss: 0.031186 | Time: 1687.22 ms [2021-09-30 12:14:41 main:581] : INFO : Epoch 1725 | loss: 0.031164 | val_loss: 0.031189 | Time: 1700.83 ms [2021-09-30 12:14:43 main:581] : INFO : Epoch 1726 | loss: 0.0311653 | val_loss: 0.0311878 | Time: 1708.68 ms [2021-09-30 12:14:45 main:581] : INFO : Epoch 1727 | loss: 0.0311664 | val_loss: 0.0311874 | Time: 1728.61 ms [2021-09-30 12:14:46 main:581] : INFO : Epoch 1728 | loss: 0.0311669 | val_loss: 0.0311864 | Time: 1699.74 ms [2021-09-30 12:14:48 main:581] : INFO : Epoch 1729 | loss: 0.0311628 | val_loss: 0.0311861 | Time: 1717.71 ms [2021-09-30 12:14:50 main:581] : INFO : Epoch 1730 | loss: 0.0311643 | val_loss: 0.0311863 | Time: 1724.27 ms [2021-09-30 12:14:52 main:581] : INFO : Epoch 1731 | loss: 0.031163 | val_loss: 0.0311862 | Time: 1725.94 ms [2021-09-30 12:14:53 main:581] : INFO : Epoch 1732 | loss: 0.0311633 | val_loss: 0.0311923 | Time: 1738.97 ms [2021-09-30 12:14:55 main:581] : INFO : Epoch 1733 | loss: 0.0311653 | val_loss: 0.0311848 | Time: 1735.51 ms [2021-09-30 12:14:57 main:581] : INFO : Epoch 1734 | loss: 0.0311648 | val_loss: 0.0311885 | Time: 1731.1 ms [2021-09-30 12:14:58 main:581] : INFO : Epoch 1735 | loss: 0.0311703 | val_loss: 0.0311853 | Time: 1737.87 ms [2021-09-30 12:15:00 main:581] : INFO : Epoch 1736 | loss: 0.0311668 | val_loss: 0.0311873 | Time: 1729.27 ms [2021-09-30 12:15:02 main:581] : INFO : Epoch 1737 | loss: 0.0311664 | val_loss: 0.031196 | Time: 1704.17 ms [2021-09-30 12:15:04 main:581] : INFO : Epoch 1738 | loss: 0.0311668 | val_loss: 0.0311882 | Time: 1746.16 ms [2021-09-30 12:15:05 main:581] : INFO : Epoch 1739 | loss: 0.0311673 | val_loss: 0.0311839 | Time: 1713.85 ms [2021-09-30 12:15:07 main:581] : INFO : Epoch 1740 | loss: 0.0311651 | val_loss: 0.0311907 | Time: 1715.39 ms [2021-09-30 12:15:09 main:581] : INFO : Epoch 1741 | loss: 0.0311672 | val_loss: 0.0311855 | Time: 1733.94 ms [2021-09-30 12:15:11 main:581] : INFO : Epoch 1742 | loss: 0.0311667 | val_loss: 0.0311856 | Time: 1720.47 ms [2021-09-30 12:15:12 main:581] : INFO : Epoch 1743 | loss: 0.0311656 | val_loss: 0.0311874 | Time: 1715.36 ms [2021-09-30 12:15:14 main:581] : INFO : Epoch 1744 | loss: 0.0311662 | val_loss: 0.0311888 | Time: 1736.24 ms [2021-09-30 12:15:16 main:581] : INFO : Epoch 1745 | loss: 0.0311669 | val_loss: 0.0311863 | Time: 1708.01 ms [2021-09-30 12:15:17 main:581] : INFO : Epoch 1746 | loss: 0.0311646 | val_loss: 0.031191 | Time: 1712.31 ms [2021-09-30 12:15:19 main:581] : INFO : Epoch 1747 | loss: 0.0311636 | val_loss: 0.0311896 | Time: 1719.62 ms [2021-09-30 12:15:21 main:581] : INFO : Epoch 1748 | loss: 0.0311633 | val_loss: 0.0311862 | Time: 1726.79 ms [2021-09-30 12:15:23 main:581] : INFO : Epoch 1749 | loss: 0.0311638 | val_loss: 0.0311883 | Time: 1724.27 ms [2021-09-30 12:15:24 main:581] : INFO : Epoch 1750 | loss: 0.0311641 | val_loss: 0.0311887 | Time: 1734.8 ms [2021-09-30 12:15:26 main:581] : INFO : Epoch 1751 | loss: 0.0311635 | val_loss: 0.0311914 | Time: 1736.93 ms [2021-09-30 12:15:28 main:581] : INFO : Epoch 1752 | loss: 0.0311654 | val_loss: 0.0311926 | Time: 1733.48 ms [2021-09-30 12:15:30 main:581] : INFO : Epoch 1753 | loss: 0.0311655 | val_loss: 0.0311922 | Time: 1708.75 ms [2021-09-30 12:15:31 main:581] : INFO : Epoch 1754 | loss: 0.0311657 | val_loss: 0.0311875 | Time: 1741.86 ms [2021-09-30 12:15:33 main:581] : INFO : Epoch 1755 | loss: 0.0311643 | val_loss: 0.0311901 | Time: 1715.33 ms [2021-09-30 12:15:35 main:581] : INFO : Epoch 1756 | loss: 0.0311621 | val_loss: 0.0311861 | Time: 1740.04 ms [2021-09-30 12:15:36 main:581] : INFO : Epoch 1757 | loss: 0.0311619 | val_loss: 0.0311934 | Time: 1712.27 ms [2021-09-30 12:15:38 main:581] : INFO : Epoch 1758 | loss: 0.0311672 | val_loss: 0.0311877 | Time: 1740.58 ms [2021-09-30 12:15:40 main:581] : INFO : Epoch 1759 | loss: 0.0311686 | val_loss: 0.0311951 | Time: 1709.54 ms [2021-09-30 12:15:42 main:581] : INFO : Epoch 1760 | loss: 0.0311664 | val_loss: 0.0311895 | Time: 1734.65 ms [2021-09-30 12:15:43 main:581] : INFO : Epoch 1761 | loss: 0.0311663 | val_loss: 0.0311875 | Time: 1730.02 ms [2021-09-30 12:15:45 main:581] : INFO : Epoch 1762 | loss: 0.0311625 | val_loss: 0.0311884 | Time: 1741.85 ms [2021-09-30 12:15:47 main:581] : INFO : Epoch 1763 | loss: 0.0311634 | val_loss: 0.0311876 | Time: 1721.66 ms [2021-09-30 12:15:49 main:581] : INFO : Epoch 1764 | loss: 0.0311621 | val_loss: 0.0311865 | Time: 1718.1 ms [2021-09-30 12:15:50 main:581] : INFO : Epoch 1765 | loss: 0.0311625 | val_loss: 0.0311863 | Time: 1699.44 ms [2021-09-30 12:15:52 main:581] : INFO : Epoch 1766 | loss: 0.0311624 | val_loss: 0.0311883 | Time: 1694.05 ms [2021-09-30 12:15:54 main:581] : INFO : Epoch 1767 | loss: 0.0311652 | val_loss: 0.0311888 | Time: 1740.7 ms [2021-09-30 12:15:55 main:581] : INFO : Epoch 1768 | loss: 0.031165 | val_loss: 0.0311863 | Time: 1725.77 ms [2021-09-30 12:15:57 main:581] : INFO : Epoch 1769 | loss: 0.0311635 | val_loss: 0.0311851 | Time: 1729.02 ms [2021-09-30 12:15:59 main:581] : INFO : Epoch 1770 | loss: 0.0311629 | val_loss: 0.0311852 | Time: 1728.37 ms [2021-09-30 12:16:01 main:581] : INFO : Epoch 1771 | loss: 0.0311622 | val_loss: 0.0311893 | Time: 1740.72 ms [2021-09-30 12:16:02 main:581] : INFO : Epoch 1772 | loss: 0.0311618 | val_loss: 0.0311851 | Time: 1704.4 ms [2021-09-30 12:16:04 main:581] : INFO : Epoch 1773 | loss: 0.0311647 | val_loss: 0.0311874 | Time: 1734.35 ms [2021-09-30 12:16:06 main:581] : INFO : Epoch 1774 | loss: 0.0311618 | val_loss: 0.031187 | Time: 1737.47 ms [2021-09-30 12:16:07 main:581] : INFO : Epoch 1775 | loss: 0.0311628 | val_loss: 0.0311849 | Time: 1738.43 ms [2021-09-30 12:16:09 main:581] : INFO : Epoch 1776 | loss: 0.0311619 | val_loss: 0.0311862 | Time: 1742.36 ms [2021-09-30 12:16:11 main:581] : INFO : Epoch 1777 | loss: 0.0311622 | val_loss: 0.0311905 | Time: 1717.59 ms [2021-09-30 12:16:13 main:581] : INFO : Epoch 1778 | loss: 0.0311611 | val_loss: 0.0311856 | Time: 1728.23 ms [2021-09-30 12:16:14 main:581] : INFO : Epoch 1779 | loss: 0.0311635 | val_loss: 0.0311873 | Time: 1733.78 ms [2021-09-30 12:16:16 main:581] : INFO : Epoch 1780 | loss: 0.0311673 | val_loss: 0.0311957 | Time: 1728.72 ms [2021-09-30 12:16:18 main:581] : INFO : Epoch 1781 | loss: 0.0311717 | val_loss: 0.0311874 | Time: 1716.8 ms [2021-09-30 12:16:20 main:581] : INFO : Epoch 1782 | loss: 0.0311682 | val_loss: 0.0311855 | Time: 1706.16 ms [2021-09-30 12:16:21 main:581] : INFO : Epoch 1783 | loss: 0.0311673 | val_loss: 0.0311862 | Time: 1718.95 ms [2021-09-30 12:16:23 main:581] : INFO : Epoch 1784 | loss: 0.031165 | val_loss: 0.0311873 | Time: 1720.18 ms [2021-09-30 12:16:25 main:581] : INFO : Epoch 1785 | loss: 0.0311651 | val_loss: 0.0311874 | Time: 1733.59 ms [2021-09-30 12:16:26 main:581] : INFO : Epoch 1786 | loss: 0.0311638 | val_loss: 0.0311905 | Time: 1735.69 ms [2021-09-30 12:16:28 main:581] : INFO : Epoch 1787 | loss: 0.0311662 | val_loss: 0.0311882 | Time: 1718.64 ms [2021-09-30 12:16:30 main:581] : INFO : Epoch 1788 | loss: 0.0311648 | val_loss: 0.031191 | Time: 1737.37 ms [2021-09-30 12:16:32 main:581] : INFO : Epoch 1789 | loss: 0.0311641 | val_loss: 0.0311872 | Time: 1679.86 ms [2021-09-30 12:16:33 main:581] : INFO : Epoch 1790 | loss: 0.0311616 | val_loss: 0.0311894 | Time: 1689.51 ms [2021-09-30 12:16:35 main:581] : INFO : Epoch 1791 | loss: 0.0311638 | val_loss: 0.031188 | Time: 1733.56 ms [2021-09-30 12:16:37 main:581] : INFO : Epoch 1792 | loss: 0.0311627 | val_loss: 0.0311902 | Time: 1726.13 ms [2021-09-30 12:16:38 main:581] : INFO : Epoch 1793 | loss: 0.0311614 | val_loss: 0.0311891 | Time: 1722.87 ms [2021-09-30 12:16:40 main:581] : INFO : Epoch 1794 | loss: 0.0311636 | val_loss: 0.0311879 | Time: 1695.34 ms [2021-09-30 12:16:42 main:581] : INFO : Epoch 1795 | loss: 0.031164 | val_loss: 0.0311944 | Time: 1696.94 ms [2021-09-30 12:16:44 main:581] : INFO : Epoch 1796 | loss: 0.0311622 | val_loss: 0.0311897 | Time: 1710.06 ms [2021-09-30 12:16:45 main:581] : INFO : Epoch 1797 | loss: 0.0311617 | val_loss: 0.0311881 | Time: 1730.78 ms [2021-09-30 12:16:47 main:581] : INFO : Epoch 1798 | loss: 0.0311622 | val_loss: 0.0311919 | Time: 1704.62 ms [2021-09-30 12:16:49 main:581] : INFO : Epoch 1799 | loss: 0.0311652 | val_loss: 0.0311879 | Time: 1737.82 ms [2021-09-30 12:16:51 main:581] : INFO : Epoch 1800 | loss: 0.0311685 | val_loss: 0.0311888 | Time: 1743.04 ms [2021-09-30 12:16:52 main:581] : INFO : Epoch 1801 | loss: 0.0311673 | val_loss: 0.0311913 | Time: 1732.36 ms [2021-09-30 12:16:54 main:581] : INFO : Epoch 1802 | loss: 0.0311694 | val_loss: 0.0311945 | Time: 1723.39 ms [2021-09-30 12:16:56 main:581] : INFO : Epoch 1803 | loss: 0.0311667 | val_loss: 0.0311875 | Time: 1737.54 ms [2021-09-30 12:16:57 main:581] : INFO : Epoch 1804 | loss: 0.0311665 | val_loss: 0.0311914 | Time: 1720.86 ms [2021-09-30 12:16:59 main:581] : INFO : Epoch 1805 | loss: 0.0311677 | val_loss: 0.0311905 | Time: 1706.23 ms [2021-09-30 12:17:01 main:581] : INFO : Epoch 1806 | loss: 0.0311661 | val_loss: 0.0311908 | Time: 1719.88 ms [2021-09-30 12:17:03 main:581] : INFO : Epoch 1807 | loss: 0.0311642 | val_loss: 0.0311967 | Time: 1696.31 ms [2021-09-30 12:17:04 main:581] : INFO : Epoch 1808 | loss: 0.0311709 | val_loss: 0.0311907 | Time: 1662.2 ms [2021-09-30 12:17:06 main:581] : INFO : Epoch 1809 | loss: 0.0311694 | val_loss: 0.0311915 | Time: 1688.54 ms [2021-09-30 12:17:08 main:581] : INFO : Epoch 1810 | loss: 0.0311653 | val_loss: 0.0311888 | Time: 1731.09 ms [2021-09-30 12:17:09 main:581] : INFO : Epoch 1811 | loss: 0.0311646 | val_loss: 0.0311926 | Time: 1747.08 ms [2021-09-30 12:17:11 main:581] : INFO : Epoch 1812 | loss: 0.0311646 | val_loss: 0.031186 | Time: 1668.22 ms [2021-09-30 12:17:13 main:581] : INFO : Epoch 1813 | loss: 0.0311646 | val_loss: 0.0311877 | Time: 1710.79 ms [2021-09-30 12:17:14 main:581] : INFO : Epoch 1814 | loss: 0.0311683 | val_loss: 0.0311901 | Time: 1729.27 ms [2021-09-30 12:17:16 main:581] : INFO : Epoch 1815 | loss: 0.0311683 | val_loss: 0.0311884 | Time: 1723.31 ms [2021-09-30 12:17:18 main:581] : INFO : Epoch 1816 | loss: 0.0311651 | val_loss: 0.0311859 | Time: 1706.9 ms [2021-09-30 12:17:20 main:581] : INFO : Epoch 1817 | loss: 0.0311645 | val_loss: 0.0311914 | Time: 1724.82 ms [2021-09-30 12:17:21 main:581] : INFO : Epoch 1818 | loss: 0.0311668 | val_loss: 0.0311866 | Time: 1718.91 ms [2021-09-30 12:17:23 main:581] : INFO : Epoch 1819 | loss: 0.0311648 | val_loss: 0.031187 | Time: 1719.59 ms [2021-09-30 12:17:25 main:581] : INFO : Epoch 1820 | loss: 0.0311647 | val_loss: 0.0311861 | Time: 1739.21 ms [2021-09-30 12:17:27 main:581] : INFO : Epoch 1821 | loss: 0.0311635 | val_loss: 0.031186 | Time: 1732.43 ms [2021-09-30 12:17:28 main:581] : INFO : Epoch 1822 | loss: 0.0311623 | val_loss: 0.0311899 | Time: 1720.79 ms [2021-09-30 12:17:30 main:581] : INFO : Epoch 1823 | loss: 0.031162 | val_loss: 0.0311898 | Time: 1724.68 ms [2021-09-30 12:17:32 main:581] : INFO : Epoch 1824 | loss: 0.0311666 | val_loss: 0.0311873 | Time: 1701.68 ms [2021-09-30 12:17:33 main:581] : INFO : Epoch 1825 | loss: 0.031164 | val_loss: 0.0311903 | Time: 1712.06 ms [2021-09-30 12:17:35 main:581] : INFO : Epoch 1826 | loss: 0.0311652 | val_loss: 0.0311858 | Time: 1738.14 ms [2021-09-30 12:17:37 main:581] : INFO : Epoch 1827 | loss: 0.031164 | val_loss: 0.0311892 | Time: 1718.78 ms [2021-09-30 12:17:39 main:581] : INFO : Epoch 1828 | loss: 0.0311636 | val_loss: 0.031183 | Time: 1719.95 ms [2021-09-30 12:17:40 main:581] : INFO : Epoch 1829 | loss: 0.0311618 | val_loss: 0.0311842 | Time: 1734.56 ms [2021-09-30 12:17:42 main:581] : INFO : Epoch 1830 | loss: 0.0311624 | val_loss: 0.0311859 | Time: 1715.42 ms [2021-09-30 12:17:44 main:581] : INFO : Epoch 1831 | loss: 0.031164 | val_loss: 0.0311888 | Time: 1730.32 ms [2021-09-30 12:17:46 main:581] : INFO : Epoch 1832 | loss: 0.0311621 | val_loss: 0.0311863 | Time: 1725.78 ms [2021-09-30 12:17:47 main:581] : INFO : Epoch 1833 | loss: 0.0311621 | val_loss: 0.0311863 | Time: 1717.76 ms [2021-09-30 12:17:49 main:581] : INFO : Epoch 1834 | loss: 0.0311618 | val_loss: 0.0311901 | Time: 1715.95 ms [2021-09-30 12:17:51 main:581] : INFO : Epoch 1835 | loss: 0.0311649 | val_loss: 0.0311865 | Time: 1726.77 ms [2021-09-30 12:17:52 main:581] : INFO : Epoch 1836 | loss: 0.0311706 | val_loss: 0.0311872 | Time: 1713.72 ms [2021-09-30 12:17:54 main:581] : INFO : Epoch 1837 | loss: 0.0311682 | val_loss: 0.0311888 | Time: 1738.04 ms [2021-09-30 12:17:56 main:581] : INFO : Epoch 1838 | loss: 0.0311676 | val_loss: 0.0311887 | Time: 1743.27 ms [2021-09-30 12:17:58 main:581] : INFO : Epoch 1839 | loss: 0.0311655 | val_loss: 0.0311849 | Time: 1717.21 ms [2021-09-30 12:17:59 main:581] : INFO : Epoch 1840 | loss: 0.031164 | val_loss: 0.0311848 | Time: 1729.19 ms [2021-09-30 12:18:01 main:581] : INFO : Epoch 1841 | loss: 0.0311646 | val_loss: 0.0311855 | Time: 1686.4 ms [2021-09-30 12:18:03 main:581] : INFO : Epoch 1842 | loss: 0.0311655 | val_loss: 0.0311863 | Time: 1683.18 ms [2021-09-30 12:18:04 main:581] : INFO : Epoch 1843 | loss: 0.031165 | val_loss: 0.0311864 | Time: 1736.35 ms [2021-09-30 12:18:06 main:581] : INFO : Epoch 1844 | loss: 0.0311652 | val_loss: 0.0311842 | Time: 1718.27 ms [2021-09-30 12:18:08 main:581] : INFO : Epoch 1845 | loss: 0.0311646 | val_loss: 0.0311884 | Time: 1733.6 ms [2021-09-30 12:18:10 main:581] : INFO : Epoch 1846 | loss: 0.0311641 | val_loss: 0.0311853 | Time: 1656.16 ms [2021-09-30 12:18:11 main:581] : INFO : Epoch 1847 | loss: 0.0311641 | val_loss: 0.0311838 | Time: 1686.52 ms [2021-09-30 12:18:13 main:581] : INFO : Epoch 1848 | loss: 0.0311672 | val_loss: 0.0311896 | Time: 1717.71 ms [2021-09-30 12:18:15 main:581] : INFO : Epoch 1849 | loss: 0.0311638 | val_loss: 0.0311864 | Time: 1744.59 ms [2021-09-30 12:18:16 main:581] : INFO : Epoch 1850 | loss: 0.0311636 | val_loss: 0.0311885 | Time: 1738.37 ms [2021-09-30 12:18:18 main:581] : INFO : Epoch 1851 | loss: 0.0311629 | val_loss: 0.0311866 | Time: 1726.33 ms [2021-09-30 12:18:20 main:581] : INFO : Epoch 1852 | loss: 0.0311621 | val_loss: 0.0311852 | Time: 1730.01 ms [2021-09-30 12:18:22 main:581] : INFO : Epoch 1853 | loss: 0.0311654 | val_loss: 0.031187 | Time: 1739.17 ms [2021-09-30 12:18:23 main:581] : INFO : Epoch 1854 | loss: 0.0311679 | val_loss: 0.0311887 | Time: 1732.03 ms [2021-09-30 12:18:25 main:581] : INFO : Epoch 1855 | loss: 0.0311665 | val_loss: 0.0311927 | Time: 1728.1 ms [2021-09-30 12:18:27 main:581] : INFO : Epoch 1856 | loss: 0.0311661 | val_loss: 0.0311873 | Time: 1728.65 ms [2021-09-30 12:18:29 main:581] : INFO : Epoch 1857 | loss: 0.0311647 | val_loss: 0.0311908 | Time: 1743 ms [2021-09-30 12:18:30 main:581] : INFO : Epoch 1858 | loss: 0.0311639 | val_loss: 0.0311876 | Time: 1727.7 ms [2021-09-30 12:18:32 main:581] : INFO : Epoch 1859 | loss: 0.0311629 | val_loss: 0.0311884 | Time: 1700.49 ms [2021-09-30 12:18:34 main:581] : INFO : Epoch 1860 | loss: 0.0311642 | val_loss: 0.031199 | Time: 1746.52 ms [2021-09-30 12:18:35 main:581] : INFO : Epoch 1861 | loss: 0.0311659 | val_loss: 0.0311898 | Time: 1707.9 ms [2021-09-30 12:18:37 main:581] : INFO : Epoch 1862 | loss: 0.0311641 | val_loss: 0.0311898 | Time: 1725.41 ms [2021-09-30 12:18:39 main:581] : INFO : Epoch 1863 | loss: 0.0311611 | val_loss: 0.031195 | Time: 1709.39 ms [2021-09-30 12:18:41 main:581] : INFO : Epoch 1864 | loss: 0.0311626 | val_loss: 0.0311928 | Time: 1711.34 ms [2021-09-30 12:18:42 main:581] : INFO : Epoch 1865 | loss: 0.0311605 | val_loss: 0.0311861 | Time: 1709.86 ms [2021-09-30 12:18:44 main:581] : INFO : Epoch 1866 | loss: 0.0311613 | val_loss: 0.0311933 | Time: 1746.46 ms [2021-09-30 12:18:46 main:581] : INFO : Epoch 1867 | loss: 0.0311699 | val_loss: 0.0311862 | Time: 1677 ms [2021-09-30 12:18:47 main:581] : INFO : Epoch 1868 | loss: 0.0311695 | val_loss: 0.0311863 | Time: 1697.77 ms [2021-09-30 12:18:49 main:581] : INFO : Epoch 1869 | loss: 0.0311701 | val_loss: 0.0311866 | Time: 1732.65 ms [2021-09-30 12:18:51 main:581] : INFO : Epoch 1870 | loss: 0.0311689 | val_loss: 0.0311884 | Time: 1715.47 ms [2021-09-30 12:18:53 main:581] : INFO : Epoch 1871 | loss: 0.0311672 | val_loss: 0.0311875 | Time: 1734.51 ms [2021-09-30 12:18:54 main:581] : INFO : Epoch 1872 | loss: 0.0311666 | val_loss: 0.0311879 | Time: 1732.36 ms [2021-09-30 12:18:56 main:581] : INFO : Epoch 1873 | loss: 0.0311686 | val_loss: 0.031193 | Time: 1738.17 ms [2021-09-30 12:18:58 main:581] : INFO : Epoch 1874 | loss: 0.0311712 | val_loss: 0.0311877 | Time: 1748.15 ms [2021-09-30 12:19:00 main:581] : INFO : Epoch 1875 | loss: 0.0311696 | val_loss: 0.0311898 | Time: 1733.04 ms [2021-09-30 12:19:01 main:581] : INFO : Epoch 1876 | loss: 0.0311678 | val_loss: 0.0311903 | Time: 1718.56 ms [2021-09-30 12:19:03 main:581] : INFO : Epoch 1877 | loss: 0.0311659 | val_loss: 0.0311955 | Time: 1722.46 ms [2021-09-30 12:19:05 main:581] : INFO : Epoch 1878 | loss: 0.0311657 | val_loss: 0.0311905 | Time: 1719.34 ms [2021-09-30 12:19:06 main:581] : INFO : Epoch 1879 | loss: 0.0311688 | val_loss: 0.0311948 | Time: 1722.72 ms [2021-09-30 12:19:08 main:581] : INFO : Epoch 1880 | loss: 0.0311665 | val_loss: 0.0311882 | Time: 1730.8 ms [2021-09-30 12:19:10 main:581] : INFO : Epoch 1881 | loss: 0.0311646 | val_loss: 0.031193 | Time: 1711.95 ms [2021-09-30 12:19:12 main:581] : INFO : Epoch 1882 | loss: 0.0311659 | val_loss: 0.0311878 | Time: 1735.88 ms [2021-09-30 12:19:13 main:581] : INFO : Epoch 1883 | loss: 0.0311667 | val_loss: 0.0311867 | Time: 1729.18 ms [2021-09-30 12:19:15 main:581] : INFO : Epoch 1884 | loss: 0.0311664 | val_loss: 0.0311888 | Time: 1725.91 ms [2021-09-30 12:19:17 main:581] : INFO : Epoch 1885 | loss: 0.0311636 | val_loss: 0.0311875 | Time: 1746.15 ms [2021-09-30 12:19:19 main:581] : INFO : Epoch 1886 | loss: 0.0311623 | val_loss: 0.0311912 | Time: 1724.88 ms [2021-09-30 12:19:20 main:581] : INFO : Epoch 1887 | loss: 0.0311643 | val_loss: 0.0311881 | Time: 1735.4 ms [2021-09-30 12:19:22 main:581] : INFO : Epoch 1888 | loss: 0.0311636 | val_loss: 0.0311935 | Time: 1717.98 ms [2021-09-30 12:19:24 main:581] : INFO : Epoch 1889 | loss: 0.0311654 | val_loss: 0.0311983 | Time: 1728.49 ms [2021-09-30 12:19:25 main:581] : INFO : Epoch 1890 | loss: 0.0311636 | val_loss: 0.0311949 | Time: 1671.02 ms [2021-09-30 12:19:27 main:581] : INFO : Epoch 1891 | loss: 0.031164 | val_loss: 0.0311892 | Time: 1738.11 ms [2021-09-30 12:19:29 main:581] : INFO : Epoch 1892 | loss: 0.0311643 | val_loss: 0.0311889 | Time: 1725.98 ms [2021-09-30 12:19:31 main:581] : INFO : Epoch 1893 | loss: 0.0311668 | val_loss: 0.0311963 | Time: 1724.3 ms [2021-09-30 12:19:32 main:581] : INFO : Epoch 1894 | loss: 0.0311634 | val_loss: 0.0311892 | Time: 1722.34 ms [2021-09-30 12:19:34 main:581] : INFO : Epoch 1895 | loss: 0.0311617 | val_loss: 0.0311956 | Time: 1730.14 ms [2021-09-30 12:19:36 main:581] : INFO : Epoch 1896 | loss: 0.0311619 | val_loss: 0.0311925 | Time: 1717.51 ms [2021-09-30 12:19:37 main:581] : INFO : Epoch 1897 | loss: 0.0311618 | val_loss: 0.0311946 | Time: 1718.24 ms [2021-09-30 12:19:39 main:581] : INFO : Epoch 1898 | loss: 0.0311642 | val_loss: 0.0311951 | Time: 1732.8 ms [2021-09-30 12:19:41 main:581] : INFO : Epoch 1899 | loss: 0.0311651 | val_loss: 0.0311922 | Time: 1716.3 ms [2021-09-30 12:19:43 main:581] : INFO : Epoch 1900 | loss: 0.0311643 | val_loss: 0.0311936 | Time: 1738.84 ms [2021-09-30 12:19:44 main:581] : INFO : Epoch 1901 | loss: 0.0311648 | val_loss: 0.031192 | Time: 1699.22 ms [2021-09-30 12:19:46 main:581] : INFO : Epoch 1902 | loss: 0.0312074 | val_loss: 0.0312085 | Time: 1739.01 ms [2021-09-30 12:19:48 main:581] : INFO : Epoch 1903 | loss: 0.0317338 | val_loss: 0.0314148 | Time: 1752.2 ms [2021-09-30 12:19:50 main:581] : INFO : Epoch 1904 | loss: 0.0313401 | val_loss: 0.031253 | Time: 1745.19 ms [2021-09-30 12:19:51 main:581] : INFO : Epoch 1905 | loss: 0.0311941 | val_loss: 0.0312029 | Time: 1736.73 ms [2021-09-30 12:19:53 main:581] : INFO : Epoch 1906 | loss: 0.0311742 | val_loss: 0.0311965 | Time: 1718.64 ms [2021-09-30 12:19:55 main:581] : INFO : Epoch 1907 | loss: 0.0311734 | val_loss: 0.0311899 | Time: 1738.59 ms [2021-09-30 12:19:57 main:581] : INFO : Epoch 1908 | loss: 0.0311674 | val_loss: 0.0311886 | Time: 1721.07 ms [2021-09-30 12:19:58 main:581] : INFO : Epoch 1909 | loss: 0.0311652 | val_loss: 0.0311853 | Time: 1731.78 ms [2021-09-30 12:20:00 main:581] : INFO : Epoch 1910 | loss: 0.031163 | val_loss: 0.031184 | Time: 1730.84 ms [2021-09-30 12:20:02 main:581] : INFO : Epoch 1911 | loss: 0.0311636 | val_loss: 0.0311837 | Time: 1714.09 ms [2021-09-30 12:20:03 main:581] : INFO : Epoch 1912 | loss: 0.0311635 | val_loss: 0.0311915 | Time: 1735.3 ms [2021-09-30 12:20:05 main:581] : INFO : Epoch 1913 | loss: 0.0311654 | val_loss: 0.0311919 | Time: 1733.64 ms [2021-09-30 12:20:07 main:581] : INFO : Epoch 1914 | loss: 0.0311637 | val_loss: 0.0311893 | Time: 1716.89 ms [2021-09-30 12:20:09 main:581] : INFO : Epoch 1915 | loss: 0.0311648 | val_loss: 0.0311865 | Time: 1726.11 ms [2021-09-30 12:20:10 main:581] : INFO : Epoch 1916 | loss: 0.0311702 | val_loss: 0.031186 | Time: 1726.66 ms [2021-09-30 12:20:12 main:581] : INFO : Epoch 1917 | loss: 0.0311666 | val_loss: 0.0311913 | Time: 1738.41 ms [2021-09-30 12:20:14 main:581] : INFO : Epoch 1918 | loss: 0.0311673 | val_loss: 0.0311891 | Time: 1739.05 ms [2021-09-30 12:20:16 main:581] : INFO : Epoch 1919 | loss: 0.0311652 | val_loss: 0.0311854 | Time: 1717.31 ms [2021-09-30 12:20:17 main:581] : INFO : Epoch 1920 | loss: 0.031164 | val_loss: 0.0311883 | Time: 1733.66 ms [2021-09-30 12:20:19 main:581] : INFO : Epoch 1921 | loss: 0.0311644 | val_loss: 0.0311897 | Time: 1747.63 ms [2021-09-30 12:20:21 main:581] : INFO : Epoch 1922 | loss: 0.0311621 | val_loss: 0.0311895 | Time: 1729.77 ms [2021-09-30 12:20:22 main:581] : INFO : Epoch 1923 | loss: 0.0311633 | val_loss: 0.0311859 | Time: 1701.52 ms [2021-09-30 12:20:24 main:581] : INFO : Epoch 1924 | loss: 0.0311627 | val_loss: 0.0311894 | Time: 1674.18 ms [2021-09-30 12:20:26 main:581] : INFO : Epoch 1925 | loss: 0.0311614 | val_loss: 0.0311903 | Time: 1679.85 ms [2021-09-30 12:20:27 main:581] : INFO : Epoch 1926 | loss: 0.0311615 | val_loss: 0.031189 | Time: 1713.82 ms [2021-09-30 12:20:29 main:581] : INFO : Epoch 1927 | loss: 0.0311653 | val_loss: 0.0311839 | Time: 1750.57 ms [2021-09-30 12:20:31 main:581] : INFO : Epoch 1928 | loss: 0.0311649 | val_loss: 0.0311881 | Time: 1737.46 ms [2021-09-30 12:20:33 main:581] : INFO : Epoch 1929 | loss: 0.0311656 | val_loss: 0.03119 | Time: 1701.2 ms [2021-09-30 12:20:34 main:581] : INFO : Epoch 1930 | loss: 0.0311642 | val_loss: 0.0311905 | Time: 1697.73 ms [2021-09-30 12:20:36 main:581] : INFO : Epoch 1931 | loss: 0.0311634 | val_loss: 0.0311879 | Time: 1714.82 ms [2021-09-30 12:20:38 main:581] : INFO : Epoch 1932 | loss: 0.0311631 | val_loss: 0.0311877 | Time: 1711.92 ms [2021-09-30 12:20:40 main:581] : INFO : Epoch 1933 | loss: 0.0311648 | val_loss: 0.0311858 | Time: 1730.41 ms [2021-09-30 12:20:41 main:581] : INFO : Epoch 1934 | loss: 0.0311663 | val_loss: 0.0311925 | Time: 1730.24 ms [2021-09-30 12:20:43 main:581] : INFO : Epoch 1935 | loss: 0.0311635 | val_loss: 0.0311887 | Time: 1711.49 ms [2021-09-30 12:20:45 main:581] : INFO : Epoch 1936 | loss: 0.0311625 | val_loss: 0.031187 | Time: 1732.46 ms [2021-09-30 12:20:46 main:581] : INFO : Epoch 1937 | loss: 0.0311636 | val_loss: 0.0311861 | Time: 1745.41 ms [2021-09-30 12:20:48 main:581] : INFO : Epoch 1938 | loss: 0.0311651 | val_loss: 0.0311872 | Time: 1728.94 ms [2021-09-30 12:20:50 main:581] : INFO : Epoch 1939 | loss: 0.031166 | val_loss: 0.0311876 | Time: 1719.49 ms [2021-09-30 12:20:52 main:581] : INFO : Epoch 1940 | loss: 0.0311654 | val_loss: 0.0311889 | Time: 1702.52 ms [2021-09-30 12:20:53 main:581] : INFO : Epoch 1941 | loss: 0.0311668 | val_loss: 0.0311901 | Time: 1737.18 ms [2021-09-30 12:20:55 main:581] : INFO : Epoch 1942 | loss: 0.0311654 | val_loss: 0.0311857 | Time: 1716.63 ms [2021-09-30 12:20:57 main:581] : INFO : Epoch 1943 | loss: 0.0311654 | val_loss: 0.031185 | Time: 1737.03 ms [2021-09-30 12:20:59 main:581] : INFO : Epoch 1944 | loss: 0.0311649 | val_loss: 0.0311877 | Time: 1735.09 ms [2021-09-30 12:21:00 main:581] : INFO : Epoch 1945 | loss: 0.0311635 | val_loss: 0.0311843 | Time: 1743.16 ms [2021-09-30 12:21:02 main:581] : INFO : Epoch 1946 | loss: 0.031163 | val_loss: 0.0311886 | Time: 1730.83 ms [2021-09-30 12:21:04 main:581] : INFO : Epoch 1947 | loss: 0.0311634 | val_loss: 0.0311877 | Time: 1747.78 ms [2021-09-30 12:21:05 main:581] : INFO : Epoch 1948 | loss: 0.0311675 | val_loss: 0.0311934 | Time: 1725.91 ms [2021-09-30 12:21:07 main:581] : INFO : Epoch 1949 | loss: 0.0311754 | val_loss: 0.0311933 | Time: 1637.97 ms [2021-09-30 12:21:09 main:581] : INFO : Epoch 1950 | loss: 0.0311796 | val_loss: 0.0311926 | Time: 1733.57 ms [2021-09-30 12:21:11 main:581] : INFO : Epoch 1951 | loss: 0.0311885 | val_loss: 0.0311923 | Time: 1707 ms [2021-09-30 12:21:12 main:581] : INFO : Epoch 1952 | loss: 0.031188 | val_loss: 0.0311923 | Time: 1698.2 ms [2021-09-30 12:21:14 main:581] : INFO : Epoch 1953 | loss: 0.0311877 | val_loss: 0.0311913 | Time: 1689.87 ms [2021-09-30 12:21:16 main:581] : INFO : Epoch 1954 | loss: 0.0311851 | val_loss: 0.031191 | Time: 1728.95 ms [2021-09-30 12:21:17 main:581] : INFO : Epoch 1955 | loss: 0.0311831 | val_loss: 0.0311922 | Time: 1734.79 ms [2021-09-30 12:21:19 main:581] : INFO : Epoch 1956 | loss: 0.0311814 | val_loss: 0.0311908 | Time: 1700.93 ms [2021-09-30 12:21:21 main:581] : INFO : Epoch 1957 | loss: 0.0311808 | val_loss: 0.0311922 | Time: 1735.49 ms [2021-09-30 12:21:23 main:581] : INFO : Epoch 1958 | loss: 0.0311808 | val_loss: 0.0311907 | Time: 1735.39 ms [2021-09-30 12:21:24 main:581] : INFO : Epoch 1959 | loss: 0.0311812 | val_loss: 0.0311902 | Time: 1744.2 ms [2021-09-30 12:21:26 main:581] : INFO : Epoch 1960 | loss: 0.0311794 | val_loss: 0.0311886 | Time: 1727.81 ms [2021-09-30 12:21:28 main:581] : INFO : Epoch 1961 | loss: 0.0311788 | val_loss: 0.0311893 | Time: 1730.64 ms [2021-09-30 12:21:30 main:581] : INFO : Epoch 1962 | loss: 0.0311776 | val_loss: 0.0311903 | Time: 1740.37 ms [2021-09-30 12:21:31 main:581] : INFO : Epoch 1963 | loss: 0.0311779 | val_loss: 0.0311907 | Time: 1721.08 ms [2021-09-30 12:21:33 main:581] : INFO : Epoch 1964 | loss: 0.031178 | val_loss: 0.0311907 | Time: 1717.88 ms [2021-09-30 12:21:35 main:581] : INFO : Epoch 1965 | loss: 0.0311774 | val_loss: 0.0311948 | Time: 1731.93 ms [2021-09-30 12:21:36 main:581] : INFO : Epoch 1966 | loss: 0.0311764 | val_loss: 0.0311897 | Time: 1713.41 ms [2021-09-30 12:21:38 main:581] : INFO : Epoch 1967 | loss: 0.0311747 | val_loss: 0.0311918 | Time: 1716.9 ms [2021-09-30 12:21:40 main:581] : INFO : Epoch 1968 | loss: 0.0311748 | val_loss: 0.0311892 | Time: 1743.99 ms [2021-09-30 12:21:42 main:581] : INFO : Epoch 1969 | loss: 0.0311745 | val_loss: 0.0311908 | Time: 1721.41 ms [2021-09-30 12:21:43 main:581] : INFO : Epoch 1970 | loss: 0.031175 | val_loss: 0.0311875 | Time: 1744.2 ms [2021-09-30 12:21:45 main:581] : INFO : Epoch 1971 | loss: 0.0311742 | val_loss: 0.0311862 | Time: 1737.78 ms [2021-09-30 12:21:47 main:581] : INFO : Epoch 1972 | loss: 0.0311748 | val_loss: 0.0311871 | Time: 1743.94 ms [2021-09-30 12:21:49 main:581] : INFO : Epoch 1973 | loss: 0.031176 | val_loss: 0.031187 | Time: 1726.16 ms [2021-09-30 12:21:50 main:581] : INFO : Epoch 1974 | loss: 0.0311757 | val_loss: 0.0311876 | Time: 1743.47 ms [2021-09-30 12:21:52 main:581] : INFO : Epoch 1975 | loss: 0.0311754 | val_loss: 0.0311861 | Time: 1729.14 ms [2021-09-30 12:21:54 main:581] : INFO : Epoch 1976 | loss: 0.0311738 | val_loss: 0.031187 | Time: 1730.49 ms [2021-09-30 12:21:56 main:581] : INFO : Epoch 1977 | loss: 0.0311737 | val_loss: 0.0311873 | Time: 1729.16 ms [2021-09-30 12:21:57 main:581] : INFO : Epoch 1978 | loss: 0.0311727 | val_loss: 0.0311903 | Time: 1739.13 ms [2021-09-30 12:21:59 main:581] : INFO : Epoch 1979 | loss: 0.0311728 | val_loss: 0.0311875 | Time: 1736.58 ms [2021-09-30 12:22:01 main:581] : INFO : Epoch 1980 | loss: 0.0311718 | val_loss: 0.0311883 | Time: 1724.8 ms [2021-09-30 12:22:02 main:581] : INFO : Epoch 1981 | loss: 0.0311712 | val_loss: 0.0311872 | Time: 1712.39 ms [2021-09-30 12:22:04 main:581] : INFO : Epoch 1982 | loss: 0.0311719 | val_loss: 0.0311889 | Time: 1754.76 ms [2021-09-30 12:22:06 main:581] : INFO : Epoch 1983 | loss: 0.0311726 | val_loss: 0.0311854 | Time: 1725.28 ms [2021-09-30 12:22:08 main:581] : INFO : Epoch 1984 | loss: 0.0311732 | val_loss: 0.0311852 | Time: 1690.01 ms [2021-09-30 12:22:09 main:581] : INFO : Epoch 1985 | loss: 0.0311727 | val_loss: 0.031184 | Time: 1745.52 ms [2021-09-30 12:22:11 main:581] : INFO : Epoch 1986 | loss: 0.0311714 | val_loss: 0.0311866 | Time: 1755.82 ms [2021-09-30 12:22:13 main:581] : INFO : Epoch 1987 | loss: 0.031172 | val_loss: 0.0311861 | Time: 1730.64 ms [2021-09-30 12:22:15 main:581] : INFO : Epoch 1988 | loss: 0.0311736 | val_loss: 0.0311858 | Time: 1738.65 ms [2021-09-30 12:22:16 main:581] : INFO : Epoch 1989 | loss: 0.0311716 | val_loss: 0.0311861 | Time: 1731.57 ms [2021-09-30 12:22:18 main:581] : INFO : Epoch 1990 | loss: 0.0311717 | val_loss: 0.0311885 | Time: 1744.56 ms [2021-09-30 12:22:20 main:581] : INFO : Epoch 1991 | loss: 0.0311767 | val_loss: 0.0311876 | Time: 1748.11 ms [2021-09-30 12:22:22 main:581] : INFO : Epoch 1992 | loss: 0.0311758 | val_loss: 0.0311903 | Time: 1714.72 ms [2021-09-30 12:22:23 main:581] : INFO : Epoch 1993 | loss: 0.031175 | val_loss: 0.0311866 | Time: 1727.6 ms [2021-09-30 12:22:25 main:581] : INFO : Epoch 1994 | loss: 0.031172 | val_loss: 0.0311867 | Time: 1726.45 ms [2021-09-30 12:22:27 main:581] : INFO : Epoch 1995 | loss: 0.0311702 | val_loss: 0.0311878 | Time: 1737.61 ms [2021-09-30 12:22:28 main:581] : INFO : Epoch 1996 | loss: 0.0311707 | val_loss: 0.0311841 | Time: 1726.6 ms [2021-09-30 12:22:30 main:581] : INFO : Epoch 1997 | loss: 0.0311695 | val_loss: 0.0311868 | Time: 1740.19 ms [2021-09-30 12:22:32 main:581] : INFO : Epoch 1998 | loss: 0.0311687 | val_loss: 0.0311873 | Time: 1742.56 ms [2021-09-30 12:22:34 main:581] : INFO : Epoch 1999 | loss: 0.0311726 | val_loss: 0.0311942 | Time: 1712.85 ms [2021-09-30 12:22:35 main:581] : INFO : Epoch 2000 | loss: 0.031178 | val_loss: 0.0311896 | Time: 1732.8 ms [2021-09-30 12:22:37 main:581] : INFO : Epoch 2001 | loss: 0.0311743 | val_loss: 0.0311899 | Time: 1714.55 ms [2021-09-30 12:22:39 main:581] : INFO : Epoch 2002 | loss: 0.0311722 | val_loss: 0.0311903 | Time: 1721.14 ms [2021-09-30 12:22:41 main:581] : INFO : Epoch 2003 | loss: 0.0311718 | val_loss: 0.0311914 | Time: 1717.4 ms [2021-09-30 12:22:42 main:581] : INFO : Epoch 2004 | loss: 0.0311745 | val_loss: 0.0311874 | Time: 1736.72 ms [2021-09-30 12:22:44 main:581] : INFO : Epoch 2005 | loss: 0.031172 | val_loss: 0.0311844 | Time: 1718.26 ms [2021-09-30 12:22:46 main:581] : INFO : Epoch 2006 | loss: 0.0311691 | val_loss: 0.0311854 | Time: 1719.09 ms [2021-09-30 12:22:47 main:581] : INFO : Epoch 2007 | loss: 0.0311681 | val_loss: 0.0311821 | Time: 1712.5 ms [2021-09-30 12:22:49 main:581] : INFO : Epoch 2008 | loss: 0.0311698 | val_loss: 0.0311869 | Time: 1725.52 ms [2021-09-30 12:22:51 main:581] : INFO : Epoch 2009 | loss: 0.0311665 | val_loss: 0.0311847 | Time: 1726.81 ms [2021-09-30 12:22:53 main:581] : INFO : Epoch 2010 | loss: 0.0311672 | val_loss: 0.0311841 | Time: 1720.11 ms [2021-09-30 12:22:54 main:581] : INFO : Epoch 2011 | loss: 0.0311674 | val_loss: 0.0311835 | Time: 1734.64 ms [2021-09-30 12:22:56 main:581] : INFO : Epoch 2012 | loss: 0.0311658 | val_loss: 0.0311885 | Time: 1738.14 ms [2021-09-30 12:22:58 main:581] : INFO : Epoch 2013 | loss: 0.0311654 | val_loss: 0.0311956 | Time: 1725.99 ms [2021-09-30 12:22:59 main:581] : INFO : Epoch 2014 | loss: 0.0311693 | val_loss: 0.0311856 | Time: 1706.61 ms [2021-09-30 12:23:01 main:581] : INFO : Epoch 2015 | loss: 0.0311667 | val_loss: 0.031187 | Time: 1725.9 ms [2021-09-30 12:23:03 main:581] : INFO : Epoch 2016 | loss: 0.0311656 | val_loss: 0.0311871 | Time: 1728.88 ms [2021-09-30 12:23:05 main:581] : INFO : Epoch 2017 | loss: 0.031167 | val_loss: 0.0311891 | Time: 1725.4 ms [2021-09-30 12:23:06 main:581] : INFO : Epoch 2018 | loss: 0.0311669 | val_loss: 0.0311868 | Time: 1739.31 ms [2021-09-30 12:23:08 main:581] : INFO : Epoch 2019 | loss: 0.0311665 | val_loss: 0.0311873 | Time: 1724.06 ms [2021-09-30 12:23:10 main:581] : INFO : Epoch 2020 | loss: 0.0311675 | val_loss: 0.0311841 | Time: 1708.35 ms [2021-09-30 12:23:12 main:581] : INFO : Epoch 2021 | loss: 0.0311651 | val_loss: 0.0311889 | Time: 1729.08 ms [2021-09-30 12:23:13 main:581] : INFO : Epoch 2022 | loss: 0.0311635 | val_loss: 0.0311878 | Time: 1723.51 ms [2021-09-30 12:23:15 main:581] : INFO : Epoch 2023 | loss: 0.0311637 | val_loss: 0.0311863 | Time: 1723.16 ms [2021-09-30 12:23:17 main:581] : INFO : Epoch 2024 | loss: 0.0311633 | val_loss: 0.0311876 | Time: 1733.54 ms [2021-09-30 12:23:18 main:581] : INFO : Epoch 2025 | loss: 0.0311636 | val_loss: 0.0311844 | Time: 1736.13 ms [2021-09-30 12:23:20 main:581] : INFO : Epoch 2026 | loss: 0.0311683 | val_loss: 0.0311901 | Time: 1735.55 ms [2021-09-30 12:23:22 main:581] : INFO : Epoch 2027 | loss: 0.0311716 | val_loss: 0.0311896 | Time: 1732.97 ms [2021-09-30 12:23:24 main:581] : INFO : Epoch 2028 | loss: 0.031172 | val_loss: 0.0311869 | Time: 1719.97 ms [2021-09-30 12:23:25 main:581] : INFO : Epoch 2029 | loss: 0.0311704 | val_loss: 0.031185 | Time: 1708.13 ms [2021-09-30 12:23:27 main:581] : INFO : Epoch 2030 | loss: 0.0311679 | val_loss: 0.0311872 | Time: 1732.91 ms [2021-09-30 12:23:29 main:581] : INFO : Epoch 2031 | loss: 0.0311675 | val_loss: 0.0311895 | Time: 1708.53 ms [2021-09-30 12:23:31 main:581] : INFO : Epoch 2032 | loss: 0.0311654 | val_loss: 0.0311895 | Time: 1692.59 ms [2021-09-30 12:23:32 main:581] : INFO : Epoch 2033 | loss: 0.0311659 | val_loss: 0.0311879 | Time: 1710.42 ms [2021-09-30 12:23:34 main:581] : INFO : Epoch 2034 | loss: 0.0311685 | val_loss: 0.031189 | Time: 1707.79 ms [2021-09-30 12:23:36 main:581] : INFO : Epoch 2035 | loss: 0.0311666 | val_loss: 0.031186 | Time: 1741.54 ms [2021-09-30 12:23:37 main:581] : INFO : Epoch 2036 | loss: 0.0311664 | val_loss: 0.0311847 | Time: 1719.89 ms [2021-09-30 12:23:39 main:581] : INFO : Epoch 2037 | loss: 0.0311658 | val_loss: 0.0311877 | Time: 1730.93 ms [2021-09-30 12:23:41 main:581] : INFO : Epoch 2038 | loss: 0.0311648 | val_loss: 0.0311877 | Time: 1731.83 ms [2021-09-30 12:23:43 main:581] : INFO : Epoch 2039 | loss: 0.0311662 | val_loss: 0.0311841 | Time: 1727.03 ms [2021-09-30 12:23:44 main:581] : INFO : Epoch 2040 | loss: 0.0311661 | val_loss: 0.031187 | Time: 1737.52 ms [2021-09-30 12:23:46 main:581] : INFO : Epoch 2041 | loss: 0.0311641 | val_loss: 0.0311896 | Time: 1746.35 ms [2021-09-30 12:23:48 main:581] : INFO : Epoch 2042 | loss: 0.0311657 | val_loss: 0.031185 | Time: 1719.85 ms [2021-09-30 12:23:50 main:581] : INFO : Epoch 2043 | loss: 0.0311634 | val_loss: 0.0311926 | Time: 1725.04 ms [2021-09-30 12:23:51 main:581] : INFO : Epoch 2044 | loss: 0.0311642 | val_loss: 0.0311858 | Time: 1744.65 ms [2021-09-30 12:23:53 main:581] : INFO : Epoch 2045 | loss: 0.0311663 | val_loss: 0.0311865 | Time: 1680.23 ms [2021-09-30 12:23:55 main:581] : INFO : Epoch 2046 | loss: 0.0311633 | val_loss: 0.0311866 | Time: 1731.46 ms [2021-09-30 12:23:56 main:581] : INFO : Epoch 2047 | loss: 0.0311637 | val_loss: 0.0311851 | Time: 1697.25 ms [2021-09-30 12:23:58 main:581] : INFO : Epoch 2048 | loss: 0.0311632 | val_loss: 0.0311901 | Time: 1719.77 ms [2021-09-30 12:23:58 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311901 [2021-09-30 12:23:58 main:610] : INFO : Saving end state to config to file [2021-09-30 12:23:58 main:615] : INFO : Success, exiting.. 12:23:58 (2117715): 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)