Task 13803587
| Name | ParityModified-1647046945-27220-2-0_0 |
| Workunit | 10887104 |
| Created | 26 Mar 2022, 14:29:31 UTC |
| Sent | 31 Mar 2022, 19:13:07 UTC |
| Report deadline | 8 Apr 2022, 19:13:07 UTC |
| Received | 1 Apr 2022, 15:39:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19110 |
| Run time | 1 hours 1 min 6 sec |
| CPU time | 1 hours 0 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,553.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311814 | val_loss: 0.0311804 | Time: 1777.13 ms [2022-04-01 11:18:40 main:574] : INFO : Epoch 1543 | loss: 0.0311743 | val_loss: 0.0311742 | Time: 1780.04 ms [2022-04-01 11:18:42 main:574] : INFO : Epoch 1544 | loss: 0.031176 | val_loss: 0.0311735 | Time: 1769.79 ms [2022-04-01 11:18:44 main:574] : INFO : Epoch 1545 | loss: 0.0311792 | val_loss: 0.0311775 | Time: 1776.47 ms [2022-04-01 11:18:46 main:574] : INFO : Epoch 1546 | loss: 0.0311718 | val_loss: 0.0311739 | Time: 1775.4 ms [2022-04-01 11:18:48 main:574] : INFO : Epoch 1547 | loss: 0.0311716 | val_loss: 0.031175 | Time: 1771.52 ms [2022-04-01 11:18:49 main:574] : INFO : Epoch 1548 | loss: 0.0311762 | val_loss: 0.0311748 | Time: 1769.2 ms [2022-04-01 11:18:51 main:574] : INFO : Epoch 1549 | loss: 0.0311708 | val_loss: 0.0311773 | Time: 1772.05 ms [2022-04-01 11:18:53 main:574] : INFO : Epoch 1550 | loss: 0.0311682 | val_loss: 0.0311715 | Time: 1772.76 ms [2022-04-01 11:18:55 main:574] : INFO : Epoch 1551 | loss: 0.0311701 | val_loss: 0.031173 | Time: 1779.37 ms [2022-04-01 11:18:57 main:574] : INFO : Epoch 1552 | loss: 0.031171 | val_loss: 0.0311745 | Time: 1771.38 ms [2022-04-01 11:18:58 main:574] : INFO : Epoch 1553 | loss: 0.0311693 | val_loss: 0.0311825 | Time: 1763.6 ms [2022-04-01 11:19:00 main:574] : INFO : Epoch 1554 | loss: 0.0311714 | val_loss: 0.0311777 | Time: 1772.3 ms [2022-04-01 11:19:02 main:574] : INFO : Epoch 1555 | loss: 0.0311688 | val_loss: 0.0311747 | Time: 1786.66 ms [2022-04-01 11:19:04 main:574] : INFO : Epoch 1556 | loss: 0.0311719 | val_loss: 0.0311731 | Time: 1782.63 ms [2022-04-01 11:19:05 main:574] : INFO : Epoch 1557 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 1766.17 ms [2022-04-01 11:19:07 main:574] : INFO : Epoch 1558 | loss: 0.031177 | val_loss: 0.0311772 | Time: 1775.35 ms [2022-04-01 11:19:09 main:574] : INFO : Epoch 1559 | loss: 0.0311737 | val_loss: 0.031181 | Time: 1768.21 ms [2022-04-01 11:19:11 main:574] : INFO : Epoch 1560 | loss: 0.0311714 | val_loss: 0.0311758 | Time: 1779.37 ms [2022-04-01 11:19:13 main:574] : INFO : Epoch 1561 | loss: 0.0311692 | val_loss: 0.0311725 | Time: 1773.81 ms [2022-04-01 11:19:14 main:574] : INFO : Epoch 1562 | loss: 0.0311722 | val_loss: 0.0311714 | Time: 1772.18 ms [2022-04-01 11:19:16 main:574] : INFO : Epoch 1563 | loss: 0.0311721 | val_loss: 0.0311716 | Time: 1765.68 ms [2022-04-01 11:19:18 main:574] : INFO : Epoch 1564 | loss: 0.0311747 | val_loss: 0.0311778 | Time: 1771.06 ms [2022-04-01 11:19:20 main:574] : INFO : Epoch 1565 | loss: 0.0311701 | val_loss: 0.0311707 | Time: 1765.95 ms [2022-04-01 11:19:22 main:574] : INFO : Epoch 1566 | loss: 0.0311717 | val_loss: 0.0311878 | Time: 1773.74 ms [2022-04-01 11:19:23 main:574] : INFO : Epoch 1567 | loss: 0.0311694 | val_loss: 0.0311751 | Time: 1773.07 ms [2022-04-01 11:19:25 main:574] : INFO : Epoch 1568 | loss: 0.0311701 | val_loss: 0.0311823 | Time: 1779.68 ms [2022-04-01 11:19:27 main:574] : INFO : Epoch 1569 | loss: 0.0311702 | val_loss: 0.0311756 | Time: 1763.17 ms [2022-04-01 11:19:29 main:574] : INFO : Epoch 1570 | loss: 0.0311705 | val_loss: 0.0311724 | Time: 1781.53 ms [2022-04-01 11:19:30 main:574] : INFO : Epoch 1571 | loss: 0.0311716 | val_loss: 0.0311816 | Time: 1770.63 ms [2022-04-01 11:19:32 main:574] : INFO : Epoch 1572 | loss: 0.0311725 | val_loss: 0.031177 | Time: 1772.71 ms [2022-04-01 11:19:34 main:574] : INFO : Epoch 1573 | loss: 0.0311726 | val_loss: 0.0311839 | Time: 1777.85 ms [2022-04-01 11:19:36 main:574] : INFO : Epoch 1574 | loss: 0.0311731 | val_loss: 0.0311916 | Time: 1778.22 ms [2022-04-01 11:19:38 main:574] : INFO : Epoch 1575 | loss: 0.0311712 | val_loss: 0.0311717 | Time: 1767.91 ms [2022-04-01 11:19:39 main:574] : INFO : Epoch 1576 | loss: 0.0311677 | val_loss: 0.031176 | Time: 1770.8 ms [2022-04-01 11:19:41 main:574] : INFO : Epoch 1577 | loss: 0.0311674 | val_loss: 0.0311716 | Time: 1768.34 ms [2022-04-01 11:19:43 main:574] : INFO : Epoch 1578 | loss: 0.0311682 | val_loss: 0.0311744 | Time: 1778.07 ms [2022-04-01 11:19:45 main:574] : INFO : Epoch 1579 | loss: 0.0311681 | val_loss: 0.031179 | Time: 1770.91 ms [2022-04-01 11:19:47 main:574] : INFO : Epoch 1580 | loss: 0.0311681 | val_loss: 0.031171 | Time: 1772.32 ms [2022-04-01 11:19:48 main:574] : INFO : Epoch 1581 | loss: 0.0311709 | val_loss: 0.0311852 | Time: 1763.58 ms [2022-04-01 11:19:50 main:574] : INFO : Epoch 1582 | loss: 0.0311786 | val_loss: 0.031187 | Time: 1772.12 ms [2022-04-01 11:19:52 main:574] : INFO : Epoch 1583 | loss: 0.0311744 | val_loss: 0.0311795 | Time: 1772.12 ms [2022-04-01 11:19:54 main:574] : INFO : Epoch 1584 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 1780.47 ms [2022-04-01 11:19:55 main:574] : INFO : Epoch 1585 | loss: 0.0311677 | val_loss: 0.031173 | Time: 1767.9 ms [2022-04-01 11:19:57 main:574] : INFO : Epoch 1586 | loss: 0.0311648 | val_loss: 0.0311767 | Time: 1780.87 ms [2022-04-01 11:19:59 main:574] : INFO : Epoch 1587 | loss: 0.0311698 | val_loss: 0.0311726 | Time: 1768.03 ms [2022-04-01 11:20:01 main:574] : INFO : Epoch 1588 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 1784.79 ms [2022-04-01 11:20:03 main:574] : INFO : Epoch 1589 | loss: 0.0311681 | val_loss: 0.0311749 | Time: 1775.31 ms [2022-04-01 11:20:04 main:574] : INFO : Epoch 1590 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 1771.45 ms [2022-04-01 11:20:06 main:574] : INFO : Epoch 1591 | loss: 0.0311709 | val_loss: 0.0311811 | Time: 1770.71 ms [2022-04-01 11:20:08 main:574] : INFO : Epoch 1592 | loss: 0.0311661 | val_loss: 0.0311713 | Time: 1774.35 ms [2022-04-01 11:20:10 main:574] : INFO : Epoch 1593 | loss: 0.0311659 | val_loss: 0.0311753 | Time: 1766.62 ms [2022-04-01 11:20:12 main:574] : INFO : Epoch 1594 | loss: 0.0311781 | val_loss: 0.0311786 | Time: 1781.68 ms [2022-04-01 11:20:13 main:574] : INFO : Epoch 1595 | loss: 0.0311709 | val_loss: 0.0311743 | Time: 1773.91 ms [2022-04-01 11:20:15 main:574] : INFO : Epoch 1596 | loss: 0.0311631 | val_loss: 0.0311716 | Time: 1771.91 ms [2022-04-01 11:20:17 main:574] : INFO : Epoch 1597 | loss: 0.0311671 | val_loss: 0.0311737 | Time: 1770.01 ms [2022-04-01 11:20:19 main:574] : INFO : Epoch 1598 | loss: 0.031167 | val_loss: 0.0311726 | Time: 1769.1 ms [2022-04-01 11:20:20 main:574] : INFO : Epoch 1599 | loss: 0.0311757 | val_loss: 0.0311868 | Time: 1779.37 ms [2022-04-01 11:20:22 main:574] : INFO : Epoch 1600 | loss: 0.0311755 | val_loss: 0.031178 | Time: 1781.86 ms [2022-04-01 11:20:24 main:574] : INFO : Epoch 1601 | loss: 0.0311662 | val_loss: 0.0311732 | Time: 1764.07 ms [2022-04-01 11:20:26 main:574] : INFO : Epoch 1602 | loss: 0.0311637 | val_loss: 0.031172 | Time: 1773.49 ms [2022-04-01 11:20:28 main:574] : INFO : Epoch 1603 | loss: 0.0311633 | val_loss: 0.0311732 | Time: 1766.5 ms [2022-04-01 11:20:29 main:574] : INFO : Epoch 1604 | loss: 0.0311629 | val_loss: 0.0311784 | Time: 1774.75 ms [2022-04-01 11:20:31 main:574] : INFO : Epoch 1605 | loss: 0.0311637 | val_loss: 0.0311793 | Time: 1772.95 ms [2022-04-01 11:20:33 main:574] : INFO : Epoch 1606 | loss: 0.0311684 | val_loss: 0.0311755 | Time: 1774.49 ms [2022-04-01 11:20:35 main:574] : INFO : Epoch 1607 | loss: 0.0311636 | val_loss: 0.0311736 | Time: 1772.14 ms [2022-04-01 11:20:37 main:574] : INFO : Epoch 1608 | loss: 0.0311612 | val_loss: 0.0311689 | Time: 1773.51 ms [2022-04-01 11:20:38 main:574] : INFO : Epoch 1609 | loss: 0.0311616 | val_loss: 0.0311722 | Time: 1768.18 ms [2022-04-01 11:20:40 main:574] : INFO : Epoch 1610 | loss: 0.0311643 | val_loss: 0.0311733 | Time: 1772.86 ms [2022-04-01 11:20:42 main:574] : INFO : Epoch 1611 | loss: 0.0311667 | val_loss: 0.0311715 | Time: 1770.6 ms [2022-04-01 11:20:44 main:574] : INFO : Epoch 1612 | loss: 0.031167 | val_loss: 0.0311717 | Time: 1777.84 ms [2022-04-01 11:20:45 main:574] : INFO : Epoch 1613 | loss: 0.0311626 | val_loss: 0.0311696 | Time: 1768.29 ms [2022-04-01 11:20:47 main:574] : INFO : Epoch 1614 | loss: 0.0311621 | val_loss: 0.0311713 | Time: 1773.62 ms [2022-04-01 11:20:49 main:574] : INFO : Epoch 1615 | loss: 0.0311644 | val_loss: 0.031177 | Time: 1760.03 ms [2022-04-01 11:20:51 main:574] : INFO : Epoch 1616 | loss: 0.0311666 | val_loss: 0.0311761 | Time: 1783.84 ms [2022-04-01 11:20:53 main:574] : INFO : Epoch 1617 | loss: 0.031168 | val_loss: 0.0311722 | Time: 1765.05 ms [2022-04-01 11:20:54 main:574] : INFO : Epoch 1618 | loss: 0.0311671 | val_loss: 0.0311722 | Time: 1776.9 ms [2022-04-01 11:20:56 main:574] : INFO : Epoch 1619 | loss: 0.0311656 | val_loss: 0.0311752 | Time: 1777.26 ms [2022-04-01 11:20:58 main:574] : INFO : Epoch 1620 | loss: 0.0311657 | val_loss: 0.0311722 | Time: 1768.58 ms [2022-04-01 11:21:00 main:574] : INFO : Epoch 1621 | loss: 0.0311658 | val_loss: 0.0311704 | Time: 1795.14 ms [2022-04-01 11:21:02 main:574] : INFO : Epoch 1622 | loss: 0.0311701 | val_loss: 0.0311778 | Time: 1785.38 ms [2022-04-01 11:21:03 main:574] : INFO : Epoch 1623 | loss: 0.0311681 | val_loss: 0.0311775 | Time: 1782.14 ms [2022-04-01 11:21:05 main:574] : INFO : Epoch 1624 | loss: 0.0311662 | val_loss: 0.0311734 | Time: 1787.73 ms [2022-04-01 11:21:07 main:574] : INFO : Epoch 1625 | loss: 0.0311623 | val_loss: 0.0311715 | Time: 1770.5 ms [2022-04-01 11:21:09 main:574] : INFO : Epoch 1626 | loss: 0.0311618 | val_loss: 0.031179 | Time: 1770.33 ms [2022-04-01 11:21:11 main:574] : INFO : Epoch 1627 | loss: 0.0311697 | val_loss: 0.0311776 | Time: 1765.02 ms [2022-04-01 11:21:12 main:574] : INFO : Epoch 1628 | loss: 0.0311638 | val_loss: 0.031173 | Time: 1781.69 ms [2022-04-01 11:21:14 main:574] : INFO : Epoch 1629 | loss: 0.0311604 | val_loss: 0.0311746 | Time: 1767.62 ms [2022-04-01 11:21:16 main:574] : INFO : Epoch 1630 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 1788.99 ms [2022-04-01 11:21:18 main:574] : INFO : Epoch 1631 | loss: 0.0311609 | val_loss: 0.0311715 | Time: 1771.29 ms [2022-04-01 11:21:19 main:574] : INFO : Epoch 1632 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 1769.79 ms [2022-04-01 11:21:21 main:574] : INFO : Epoch 1633 | loss: 0.0311635 | val_loss: 0.0311758 | Time: 1767.73 ms [2022-04-01 11:21:23 main:574] : INFO : Epoch 1634 | loss: 0.0311634 | val_loss: 0.031171 | Time: 1774.23 ms [2022-04-01 11:21:25 main:574] : INFO : Epoch 1635 | loss: 0.0311636 | val_loss: 0.0311749 | Time: 1768.1 ms [2022-04-01 11:21:27 main:574] : INFO : Epoch 1636 | loss: 0.031165 | val_loss: 0.0311724 | Time: 1780.7 ms [2022-04-01 11:21:28 main:574] : INFO : Epoch 1637 | loss: 0.0311633 | val_loss: 0.0311727 | Time: 1770.33 ms [2022-04-01 11:21:30 main:574] : INFO : Epoch 1638 | loss: 0.0311665 | val_loss: 0.0311743 | Time: 1775.85 ms [2022-04-01 11:21:32 main:574] : INFO : Epoch 1639 | loss: 0.0311696 | val_loss: 0.0311933 | Time: 1764.41 ms [2022-04-01 11:21:34 main:574] : INFO : Epoch 1640 | loss: 0.0311681 | val_loss: 0.0311729 | Time: 1777.24 ms [2022-04-01 11:21:36 main:574] : INFO : Epoch 1641 | loss: 0.0311625 | val_loss: 0.0311718 | Time: 1773.14 ms [2022-04-01 11:21:37 main:574] : INFO : Epoch 1642 | loss: 0.0311609 | val_loss: 0.0311721 | Time: 1770.9 ms [2022-04-01 11:21:39 main:574] : INFO : Epoch 1643 | loss: 0.0311613 | val_loss: 0.031172 | Time: 1772.4 ms [2022-04-01 11:21:41 main:574] : INFO : Epoch 1644 | loss: 0.0311637 | val_loss: 0.0311726 | Time: 1774.4 ms [2022-04-01 11:21:43 main:574] : INFO : Epoch 1645 | loss: 0.0311643 | val_loss: 0.0311785 | Time: 1763.84 ms [2022-04-01 11:21:44 main:574] : INFO : Epoch 1646 | loss: 0.0311614 | val_loss: 0.0311728 | Time: 1772.34 ms [2022-04-01 11:21:46 main:574] : INFO : Epoch 1647 | loss: 0.0311599 | val_loss: 0.0311708 | Time: 1768.16 ms [2022-04-01 11:21:48 main:574] : INFO : Epoch 1648 | loss: 0.0311586 | val_loss: 0.0311767 | Time: 1773.65 ms [2022-04-01 11:21:50 main:574] : INFO : Epoch 1649 | loss: 0.0311598 | val_loss: 0.0311725 | Time: 1764.43 ms [2022-04-01 11:21:52 main:574] : INFO : Epoch 1650 | loss: 0.031159 | val_loss: 0.0311724 | Time: 1784.09 ms [2022-04-01 11:21:53 main:574] : INFO : Epoch 1651 | loss: 0.0311658 | val_loss: 0.0311834 | Time: 1773.11 ms [2022-04-01 11:21:55 main:574] : INFO : Epoch 1652 | loss: 0.0311739 | val_loss: 0.0311793 | Time: 1779.77 ms [2022-04-01 11:21:57 main:574] : INFO : Epoch 1653 | loss: 0.0311693 | val_loss: 0.0311761 | Time: 1773.36 ms [2022-04-01 11:21:59 main:574] : INFO : Epoch 1654 | loss: 0.0311632 | val_loss: 0.0311751 | Time: 1776.44 ms [2022-04-01 11:22:01 main:574] : INFO : Epoch 1655 | loss: 0.0311627 | val_loss: 0.0311726 | Time: 1770.86 ms [2022-04-01 11:22:02 main:574] : INFO : Epoch 1656 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 1793.09 ms [2022-04-01 11:22:04 main:574] : INFO : Epoch 1657 | loss: 0.0311795 | val_loss: 0.0311856 | Time: 1776.79 ms [2022-04-01 11:22:06 main:574] : INFO : Epoch 1658 | loss: 0.0311779 | val_loss: 0.031173 | Time: 1772.94 ms [2022-04-01 11:22:08 main:574] : INFO : Epoch 1659 | loss: 0.0311741 | val_loss: 0.0311754 | Time: 1773.99 ms [2022-04-01 11:22:10 main:574] : INFO : Epoch 1660 | loss: 0.0311736 | val_loss: 0.0311728 | Time: 1780.97 ms [2022-04-01 11:22:11 main:574] : INFO : Epoch 1661 | loss: 0.0311748 | val_loss: 0.0311723 | Time: 1758.43 ms [2022-04-01 11:22:13 main:574] : INFO : Epoch 1662 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 1770.04 ms [2022-04-01 11:22:15 main:574] : INFO : Epoch 1663 | loss: 0.0311733 | val_loss: 0.0311722 | Time: 1765.76 ms [2022-04-01 11:22:17 main:574] : INFO : Epoch 1664 | loss: 0.0311708 | val_loss: 0.0311724 | Time: 1782.11 ms [2022-04-01 11:22:18 main:574] : INFO : Epoch 1665 | loss: 0.0311702 | val_loss: 0.0311733 | Time: 1765.9 ms [2022-04-01 11:22:20 main:574] : INFO : Epoch 1666 | loss: 0.0311803 | val_loss: 0.0311803 | Time: 1773.01 ms [2022-04-01 11:22:22 main:574] : INFO : Epoch 1667 | loss: 0.0311752 | val_loss: 0.0311735 | Time: 1778.08 ms [2022-04-01 11:22:24 main:574] : INFO : Epoch 1668 | loss: 0.0311755 | val_loss: 0.0311762 | Time: 1775.74 ms [2022-04-01 11:22:26 main:574] : INFO : Epoch 1669 | loss: 0.0311829 | val_loss: 0.0311803 | Time: 1774.51 ms [2022-04-01 11:22:27 main:574] : INFO : Epoch 1670 | loss: 0.0311795 | val_loss: 0.0311788 | Time: 1780.47 ms [2022-04-01 11:22:29 main:574] : INFO : Epoch 1671 | loss: 0.0311775 | val_loss: 0.0311761 | Time: 1779.69 ms [2022-04-01 11:22:31 main:574] : INFO : Epoch 1672 | loss: 0.0311763 | val_loss: 0.0311781 | Time: 1768.03 ms [2022-04-01 11:22:33 main:574] : INFO : Epoch 1673 | loss: 0.0311763 | val_loss: 0.0311759 | Time: 1770.12 ms [2022-04-01 11:22:34 main:574] : INFO : Epoch 1674 | loss: 0.0311823 | val_loss: 0.0311767 | Time: 1767.89 ms [2022-04-01 11:22:36 main:574] : INFO : Epoch 1675 | loss: 0.0311859 | val_loss: 0.0311955 | Time: 1772.57 ms [2022-04-01 11:22:38 main:574] : INFO : Epoch 1676 | loss: 0.0311871 | val_loss: 0.0311812 | Time: 1767.49 ms [2022-04-01 11:22:40 main:574] : INFO : Epoch 1677 | loss: 0.0311883 | val_loss: 0.0311835 | Time: 1764.12 ms [2022-04-01 11:22:42 main:574] : INFO : Epoch 1678 | loss: 0.0311883 | val_loss: 0.0311832 | Time: 1770 ms [2022-04-01 11:22:43 main:574] : INFO : Epoch 1679 | loss: 0.0311856 | val_loss: 0.0311853 | Time: 1771.8 ms [2022-04-01 11:22:45 main:574] : INFO : Epoch 1680 | loss: 0.0311857 | val_loss: 0.0311867 | Time: 1782.56 ms [2022-04-01 11:22:47 main:574] : INFO : Epoch 1681 | loss: 0.0311855 | val_loss: 0.0311808 | Time: 1769 ms [2022-04-01 11:22:49 main:574] : INFO : Epoch 1682 | loss: 0.0311814 | val_loss: 0.0311805 | Time: 1778.42 ms [2022-04-01 11:22:51 main:574] : INFO : Epoch 1683 | loss: 0.0311819 | val_loss: 0.0311829 | Time: 1766.7 ms [2022-04-01 11:22:52 main:574] : INFO : Epoch 1684 | loss: 0.0311827 | val_loss: 0.0311801 | Time: 1779.23 ms [2022-04-01 11:22:54 main:574] : INFO : Epoch 1685 | loss: 0.0311828 | val_loss: 0.0311811 | Time: 1763.7 ms [2022-04-01 11:22:56 main:574] : INFO : Epoch 1686 | loss: 0.0311893 | val_loss: 0.0311931 | Time: 1773.53 ms [2022-04-01 11:22:58 main:574] : INFO : Epoch 1687 | loss: 0.0311907 | val_loss: 0.0311836 | Time: 1766.42 ms [2022-04-01 11:22:59 main:574] : INFO : Epoch 1688 | loss: 0.0311873 | val_loss: 0.0311837 | Time: 1766.89 ms [2022-04-01 11:23:01 main:574] : INFO : Epoch 1689 | loss: 0.0311833 | val_loss: 0.0311799 | Time: 1766.77 ms [2022-04-01 11:23:03 main:574] : INFO : Epoch 1690 | loss: 0.0311815 | val_loss: 0.0311823 | Time: 1768.87 ms [2022-04-01 11:23:05 main:574] : INFO : Epoch 1691 | loss: 0.031181 | val_loss: 0.0311842 | Time: 1771.93 ms [2022-04-01 11:23:07 main:574] : INFO : Epoch 1692 | loss: 0.0311821 | val_loss: 0.031177 | Time: 1790.8 ms [2022-04-01 11:23:08 main:574] : INFO : Epoch 1693 | loss: 0.0311782 | val_loss: 0.0311802 | Time: 1764.53 ms [2022-04-01 11:23:10 main:574] : INFO : Epoch 1694 | loss: 0.0311791 | val_loss: 0.031178 | Time: 1785.14 ms [2022-04-01 11:23:12 main:574] : INFO : Epoch 1695 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 1780.71 ms [2022-04-01 11:23:14 main:574] : INFO : Epoch 1696 | loss: 0.0311761 | val_loss: 0.0311777 | Time: 1769.35 ms [2022-04-01 11:23:16 main:574] : INFO : Epoch 1697 | loss: 0.0311759 | val_loss: 0.0311772 | Time: 1775.5 ms [2022-04-01 11:23:17 main:574] : INFO : Epoch 1698 | loss: 0.0311763 | val_loss: 0.0311754 | Time: 1801.41 ms [2022-04-01 11:23:19 main:574] : INFO : Epoch 1699 | loss: 0.0311753 | val_loss: 0.0311759 | Time: 1786.5 ms [2022-04-01 11:23:21 main:574] : INFO : Epoch 1700 | loss: 0.0311751 | val_loss: 0.0311761 | Time: 1783.24 ms [2022-04-01 11:23:23 main:574] : INFO : Epoch 1701 | loss: 0.0311785 | val_loss: 0.0311873 | Time: 1758.55 ms [2022-04-01 11:23:24 main:574] : INFO : Epoch 1702 | loss: 0.0311788 | val_loss: 0.0311763 | Time: 1772.68 ms [2022-04-01 11:23:26 main:574] : INFO : Epoch 1703 | loss: 0.0311751 | val_loss: 0.0311776 | Time: 1771.54 ms [2022-04-01 11:23:28 main:574] : INFO : Epoch 1704 | loss: 0.0311747 | val_loss: 0.0311779 | Time: 1775.56 ms [2022-04-01 11:23:30 main:574] : INFO : Epoch 1705 | loss: 0.0311771 | val_loss: 0.031177 | Time: 1760.4 ms [2022-04-01 11:23:32 main:574] : INFO : Epoch 1706 | loss: 0.0311769 | val_loss: 0.0311791 | Time: 1771.75 ms [2022-04-01 11:23:33 main:574] : INFO : Epoch 1707 | loss: 0.0311767 | val_loss: 0.031186 | Time: 1767.36 ms [2022-04-01 11:23:35 main:574] : INFO : Epoch 1708 | loss: 0.0311767 | val_loss: 0.0311808 | Time: 1772.72 ms [2022-04-01 11:23:37 main:574] : INFO : Epoch 1709 | loss: 0.0311747 | val_loss: 0.0311788 | Time: 1777.16 ms [2022-04-01 11:23:39 main:574] : INFO : Epoch 1710 | loss: 0.0311745 | val_loss: 0.0311752 | Time: 1780.52 ms [2022-04-01 11:23:41 main:574] : INFO : Epoch 1711 | loss: 0.0311799 | val_loss: 0.0311823 | Time: 1771.54 ms [2022-04-01 11:23:42 main:574] : INFO : Epoch 1712 | loss: 0.0311749 | val_loss: 0.031175 | Time: 1771.47 ms [2022-04-01 11:23:44 main:574] : INFO : Epoch 1713 | loss: 0.0311753 | val_loss: 0.031182 | Time: 1789.61 ms [2022-04-01 11:23:46 main:574] : INFO : Epoch 1714 | loss: 0.0311755 | val_loss: 0.0311766 | Time: 1770.37 ms [2022-04-01 11:23:48 main:574] : INFO : Epoch 1715 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 1767.92 ms [2022-04-01 11:23:49 main:574] : INFO : Epoch 1716 | loss: 0.0311798 | val_loss: 0.0311884 | Time: 1779.06 ms [2022-04-01 11:23:51 main:574] : INFO : Epoch 1717 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 1783.73 ms [2022-04-01 11:23:53 main:574] : INFO : Epoch 1718 | loss: 0.0311793 | val_loss: 0.0311796 | Time: 1773.39 ms [2022-04-01 11:23:55 main:574] : INFO : Epoch 1719 | loss: 0.0311742 | val_loss: 0.0311795 | Time: 1771.24 ms [2022-04-01 11:23:57 main:574] : INFO : Epoch 1720 | loss: 0.0311746 | val_loss: 0.0311868 | Time: 1774.77 ms [2022-04-01 11:23:58 main:574] : INFO : Epoch 1721 | loss: 0.0311815 | val_loss: 0.0311878 | Time: 1773.05 ms [2022-04-01 11:24:00 main:574] : INFO : Epoch 1722 | loss: 0.0311801 | val_loss: 0.0311802 | Time: 1776.43 ms [2022-04-01 11:24:02 main:574] : INFO : Epoch 1723 | loss: 0.0311753 | val_loss: 0.0311866 | Time: 1778.45 ms [2022-04-01 11:24:04 main:574] : INFO : Epoch 1724 | loss: 0.0311763 | val_loss: 0.0311784 | Time: 1776.06 ms [2022-04-01 11:24:06 main:574] : INFO : Epoch 1725 | loss: 0.0311768 | val_loss: 0.0311813 | Time: 1777.1 ms [2022-04-01 11:24:07 main:574] : INFO : Epoch 1726 | loss: 0.0311757 | val_loss: 0.0311752 | Time: 1770.4 ms [2022-04-01 11:24:09 main:574] : INFO : Epoch 1727 | loss: 0.0311726 | val_loss: 0.0311769 | Time: 1774.3 ms [2022-04-01 11:24:11 main:574] : INFO : Epoch 1728 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 1790.28 ms [2022-04-01 11:24:13 main:574] : INFO : Epoch 1729 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 1774.12 ms [2022-04-01 11:24:15 main:574] : INFO : Epoch 1730 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 1771.03 ms [2022-04-01 11:24:16 main:574] : INFO : Epoch 1731 | loss: 0.031175 | val_loss: 0.0311804 | Time: 1773.11 ms [2022-04-01 11:24:18 main:574] : INFO : Epoch 1732 | loss: 0.0311752 | val_loss: 0.0311765 | Time: 1771.73 ms [2022-04-01 11:24:20 main:574] : INFO : Epoch 1733 | loss: 0.0311733 | val_loss: 0.0311741 | Time: 1772.65 ms [2022-04-01 11:24:22 main:574] : INFO : Epoch 1734 | loss: 0.0311697 | val_loss: 0.0311742 | Time: 1781.45 ms [2022-04-01 11:24:23 main:574] : INFO : Epoch 1735 | loss: 0.0311688 | val_loss: 0.0311752 | Time: 1771.59 ms [2022-04-01 11:24:25 main:574] : INFO : Epoch 1736 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 1765.14 ms [2022-04-01 11:24:27 main:574] : INFO : Epoch 1737 | loss: 0.0311762 | val_loss: 0.0311762 | Time: 1776.04 ms [2022-04-01 11:24:29 main:574] : INFO : Epoch 1738 | loss: 0.0311711 | val_loss: 0.0311916 | Time: 1779.23 ms [2022-04-01 11:24:31 main:574] : INFO : Epoch 1739 | loss: 0.0311733 | val_loss: 0.0311787 | Time: 1773.65 ms [2022-04-01 11:24:32 main:574] : INFO : Epoch 1740 | loss: 0.0311708 | val_loss: 0.0311809 | Time: 1780.99 ms [2022-04-01 11:24:34 main:574] : INFO : Epoch 1741 | loss: 0.0311711 | val_loss: 0.0311761 | Time: 1778.44 ms [2022-04-01 11:24:36 main:574] : INFO : Epoch 1742 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 1795.87 ms [2022-04-01 11:24:38 main:574] : INFO : Epoch 1743 | loss: 0.0311716 | val_loss: 0.0311877 | Time: 1771.41 ms [2022-04-01 11:24:40 main:574] : INFO : Epoch 1744 | loss: 0.0311732 | val_loss: 0.0311802 | Time: 1767.55 ms [2022-04-01 11:24:41 main:574] : INFO : Epoch 1745 | loss: 0.0311687 | val_loss: 0.0311778 | Time: 1769.25 ms [2022-04-01 11:24:43 main:574] : INFO : Epoch 1746 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 1769.03 ms [2022-04-01 11:24:45 main:574] : INFO : Epoch 1747 | loss: 0.0311677 | val_loss: 0.0311797 | Time: 1767.68 ms [2022-04-01 11:24:47 main:574] : INFO : Epoch 1748 | loss: 0.0311698 | val_loss: 0.0311776 | Time: 1769.67 ms [2022-04-01 11:24:48 main:574] : INFO : Epoch 1749 | loss: 0.0311693 | val_loss: 0.0311818 | Time: 1761.01 ms [2022-04-01 11:24:50 main:574] : INFO : Epoch 1750 | loss: 0.0311701 | val_loss: 0.0311865 | Time: 1788.02 ms [2022-04-01 11:24:52 main:574] : INFO : Epoch 1751 | loss: 0.0311722 | val_loss: 0.0311833 | Time: 1768.29 ms [2022-04-01 11:24:54 main:574] : INFO : Epoch 1752 | loss: 0.0311691 | val_loss: 0.0311774 | Time: 1774.99 ms [2022-04-01 11:24:56 main:574] : INFO : Epoch 1753 | loss: 0.0311682 | val_loss: 0.0311785 | Time: 1772.41 ms [2022-04-01 11:24:57 main:574] : INFO : Epoch 1754 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 1772.15 ms [2022-04-01 11:24:59 main:574] : INFO : Epoch 1755 | loss: 0.0311721 | val_loss: 0.0311871 | Time: 1770.41 ms [2022-04-01 11:25:01 main:574] : INFO : Epoch 1756 | loss: 0.0311866 | val_loss: 0.0311874 | Time: 1769.29 ms [2022-04-01 11:25:03 main:574] : INFO : Epoch 1757 | loss: 0.0311869 | val_loss: 0.0311847 | Time: 1763.9 ms [2022-04-01 11:25:05 main:574] : INFO : Epoch 1758 | loss: 0.031184 | val_loss: 0.0311831 | Time: 1772.47 ms [2022-04-01 11:25:06 main:574] : INFO : Epoch 1759 | loss: 0.031183 | val_loss: 0.0311868 | Time: 1769.56 ms [2022-04-01 11:25:08 main:574] : INFO : Epoch 1760 | loss: 0.0311822 | val_loss: 0.0311856 | Time: 1767.98 ms [2022-04-01 11:25:10 main:574] : INFO : Epoch 1761 | loss: 0.0311824 | val_loss: 0.0311822 | Time: 1778.76 ms [2022-04-01 11:25:12 main:574] : INFO : Epoch 1762 | loss: 0.0311811 | val_loss: 0.0311823 | Time: 1773.71 ms [2022-04-01 11:25:13 main:574] : INFO : Epoch 1763 | loss: 0.0311821 | val_loss: 0.0311824 | Time: 1766.56 ms [2022-04-01 11:25:15 main:574] : INFO : Epoch 1764 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 1777.71 ms [2022-04-01 11:25:17 main:574] : INFO : Epoch 1765 | loss: 0.0311858 | val_loss: 0.0311945 | Time: 1762.14 ms [2022-04-01 11:25:19 main:574] : INFO : Epoch 1766 | loss: 0.031186 | val_loss: 0.0311829 | Time: 1771.65 ms [2022-04-01 11:25:21 main:574] : INFO : Epoch 1767 | loss: 0.0311832 | val_loss: 0.0311838 | Time: 1771.14 ms [2022-04-01 11:25:22 main:574] : INFO : Epoch 1768 | loss: 0.0311804 | val_loss: 0.0311814 | Time: 1790.93 ms [2022-04-01 11:25:24 main:574] : INFO : Epoch 1769 | loss: 0.0311828 | val_loss: 0.0311835 | Time: 1767.6 ms [2022-04-01 11:25:26 main:574] : INFO : Epoch 1770 | loss: 0.0311812 | val_loss: 0.031181 | Time: 1767.13 ms [2022-04-01 11:25:28 main:574] : INFO : Epoch 1771 | loss: 0.0311803 | val_loss: 0.0311874 | Time: 1764.54 ms [2022-04-01 11:25:30 main:574] : INFO : Epoch 1772 | loss: 0.0311821 | val_loss: 0.0311838 | Time: 1775.04 ms [2022-04-01 11:25:31 main:574] : INFO : Epoch 1773 | loss: 0.0311816 | val_loss: 0.0311815 | Time: 1768.94 ms [2022-04-01 11:25:33 main:574] : INFO : Epoch 1774 | loss: 0.0311868 | val_loss: 0.0311813 | Time: 1785.58 ms [2022-04-01 11:25:35 main:574] : INFO : Epoch 1775 | loss: 0.031182 | val_loss: 0.0311934 | Time: 1771.38 ms [2022-04-01 11:25:37 main:574] : INFO : Epoch 1776 | loss: 0.0311863 | val_loss: 0.0311823 | Time: 1773.82 ms [2022-04-01 11:25:38 main:574] : INFO : Epoch 1777 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 1766.03 ms [2022-04-01 11:25:40 main:574] : INFO : Epoch 1778 | loss: 0.0311785 | val_loss: 0.0311833 | Time: 1778.21 ms [2022-04-01 11:25:42 main:574] : INFO : Epoch 1779 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 1773.21 ms [2022-04-01 11:25:44 main:574] : INFO : Epoch 1780 | loss: 0.0311789 | val_loss: 0.0311827 | Time: 1775.63 ms [2022-04-01 11:25:46 main:574] : INFO : Epoch 1781 | loss: 0.0311808 | val_loss: 0.0311871 | Time: 1764.21 ms [2022-04-01 11:25:47 main:574] : INFO : Epoch 1782 | loss: 0.0311816 | val_loss: 0.0312001 | Time: 1771.81 ms [2022-04-01 11:25:49 main:574] : INFO : Epoch 1783 | loss: 0.0311863 | val_loss: 0.0311889 | Time: 1772.85 ms [2022-04-01 11:25:51 main:574] : INFO : Epoch 1784 | loss: 0.031184 | val_loss: 0.0311833 | Time: 1777.68 ms [2022-04-01 11:25:53 main:574] : INFO : Epoch 1785 | loss: 0.0311792 | val_loss: 0.0311889 | Time: 1786.41 ms [2022-04-01 11:25:55 main:574] : INFO : Epoch 1786 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 1800.37 ms [2022-04-01 11:25:56 main:574] : INFO : Epoch 1787 | loss: 0.0311789 | val_loss: 0.0311802 | Time: 1772.87 ms [2022-04-01 11:25:58 main:574] : INFO : Epoch 1788 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 1776.42 ms [2022-04-01 11:26:00 main:574] : INFO : Epoch 1789 | loss: 0.0311764 | val_loss: 0.0311818 | Time: 1781.11 ms [2022-04-01 11:26:02 main:574] : INFO : Epoch 1790 | loss: 0.0311787 | val_loss: 0.0311801 | Time: 1780.2 ms [2022-04-01 11:26:04 main:574] : INFO : Epoch 1791 | loss: 0.0311829 | val_loss: 0.0311837 | Time: 1774.82 ms [2022-04-01 11:26:05 main:574] : INFO : Epoch 1792 | loss: 0.031178 | val_loss: 0.0311832 | Time: 1767.98 ms [2022-04-01 11:26:07 main:574] : INFO : Epoch 1793 | loss: 0.0311793 | val_loss: 0.0311798 | Time: 1768.02 ms [2022-04-01 11:26:09 main:574] : INFO : Epoch 1794 | loss: 0.031175 | val_loss: 0.03118 | Time: 1769.03 ms [2022-04-01 11:26:11 main:574] : INFO : Epoch 1795 | loss: 0.0311759 | val_loss: 0.0311788 | Time: 1786.76 ms [2022-04-01 11:26:12 main:574] : INFO : Epoch 1796 | loss: 0.0311774 | val_loss: 0.0311809 | Time: 1781.37 ms [2022-04-01 11:26:14 main:574] : INFO : Epoch 1797 | loss: 0.0311775 | val_loss: 0.0311827 | Time: 1773.34 ms [2022-04-01 11:26:16 main:574] : INFO : Epoch 1798 | loss: 0.0311754 | val_loss: 0.0311798 | Time: 1771.72 ms [2022-04-01 11:26:18 main:574] : INFO : Epoch 1799 | loss: 0.0311759 | val_loss: 0.0311798 | Time: 1780.79 ms [2022-04-01 11:26:20 main:574] : INFO : Epoch 1800 | loss: 0.0311752 | val_loss: 0.0311798 | Time: 1765.21 ms [2022-04-01 11:26:21 main:574] : INFO : Epoch 1801 | loss: 0.0311752 | val_loss: 0.0311826 | Time: 1798.58 ms [2022-04-01 11:26:23 main:574] : INFO : Epoch 1802 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 1787.56 ms [2022-04-01 11:26:25 main:574] : INFO : Epoch 1803 | loss: 0.0311783 | val_loss: 0.0311888 | Time: 1768.59 ms [2022-04-01 11:26:27 main:574] : INFO : Epoch 1804 | loss: 0.0311769 | val_loss: 0.0311824 | Time: 1770.9 ms [2022-04-01 11:26:29 main:574] : INFO : Epoch 1805 | loss: 0.0311763 | val_loss: 0.0311839 | Time: 1774.32 ms [2022-04-01 11:26:30 main:574] : INFO : Epoch 1806 | loss: 0.0311767 | val_loss: 0.0311815 | Time: 1779.66 ms [2022-04-01 11:26:32 main:574] : INFO : Epoch 1807 | loss: 0.031177 | val_loss: 0.0311819 | Time: 1777.06 ms [2022-04-01 11:26:34 main:574] : INFO : Epoch 1808 | loss: 0.0311768 | val_loss: 0.031184 | Time: 1779.61 ms [2022-04-01 11:26:36 main:574] : INFO : Epoch 1809 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 1780.25 ms [2022-04-01 11:26:38 main:574] : INFO : Epoch 1810 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 1777.85 ms [2022-04-01 11:26:39 main:574] : INFO : Epoch 1811 | loss: 0.0311772 | val_loss: 0.0311864 | Time: 1774.36 ms [2022-04-01 11:26:41 main:574] : INFO : Epoch 1812 | loss: 0.031184 | val_loss: 0.0311863 | Time: 1771.02 ms [2022-04-01 11:26:43 main:574] : INFO : Epoch 1813 | loss: 0.0311785 | val_loss: 0.0311806 | Time: 1769.11 ms [2022-04-01 11:26:45 main:574] : INFO : Epoch 1814 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 1772.4 ms [2022-04-01 11:26:46 main:574] : INFO : Epoch 1815 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 1772.21 ms [2022-04-01 11:26:48 main:574] : INFO : Epoch 1816 | loss: 0.0311761 | val_loss: 0.0311844 | Time: 1766.94 ms [2022-04-01 11:26:50 main:574] : INFO : Epoch 1817 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 1762.44 ms [2022-04-01 11:26:52 main:574] : INFO : Epoch 1818 | loss: 0.0311743 | val_loss: 0.0311796 | Time: 1783.69 ms [2022-04-01 11:26:54 main:574] : INFO : Epoch 1819 | loss: 0.0311737 | val_loss: 0.0311791 | Time: 1779.69 ms [2022-04-01 11:26:55 main:574] : INFO : Epoch 1820 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 1770.93 ms [2022-04-01 11:26:57 main:574] : INFO : Epoch 1821 | loss: 0.0311737 | val_loss: 0.0311793 | Time: 1768.25 ms [2022-04-01 11:26:59 main:574] : INFO : Epoch 1822 | loss: 0.0311756 | val_loss: 0.0311827 | Time: 1768.42 ms [2022-04-01 11:27:01 main:574] : INFO : Epoch 1823 | loss: 0.0311786 | val_loss: 0.0311852 | Time: 1772.86 ms [2022-04-01 11:27:03 main:574] : INFO : Epoch 1824 | loss: 0.0311736 | val_loss: 0.03118 | Time: 1766.78 ms [2022-04-01 11:27:04 main:574] : INFO : Epoch 1825 | loss: 0.0311729 | val_loss: 0.0311806 | Time: 1781.44 ms [2022-04-01 11:27:06 main:574] : INFO : Epoch 1826 | loss: 0.0311731 | val_loss: 0.0311791 | Time: 1763.58 ms [2022-04-01 11:27:08 main:574] : INFO : Epoch 1827 | loss: 0.0311732 | val_loss: 0.0311824 | Time: 1776.09 ms [2022-04-01 11:27:10 main:574] : INFO : Epoch 1828 | loss: 0.0311734 | val_loss: 0.0311834 | Time: 1768.08 ms [2022-04-01 11:27:11 main:574] : INFO : Epoch 1829 | loss: 0.0311725 | val_loss: 0.031182 | Time: 1769.97 ms [2022-04-01 11:27:13 main:574] : INFO : Epoch 1830 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 1766.82 ms [2022-04-01 11:27:15 main:574] : INFO : Epoch 1831 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 1784.83 ms [2022-04-01 11:27:17 main:574] : INFO : Epoch 1832 | loss: 0.0311729 | val_loss: 0.0311801 | Time: 1769.06 ms [2022-04-01 11:27:19 main:574] : INFO : Epoch 1833 | loss: 0.0311732 | val_loss: 0.0311824 | Time: 1761.4 ms [2022-04-01 11:27:20 main:574] : INFO : Epoch 1834 | loss: 0.0311724 | val_loss: 0.0311844 | Time: 1794.12 ms [2022-04-01 11:27:22 main:574] : INFO : Epoch 1835 | loss: 0.0311744 | val_loss: 0.0311819 | Time: 1800.57 ms [2022-04-01 11:27:24 main:574] : INFO : Epoch 1836 | loss: 0.0311743 | val_loss: 0.0311811 | Time: 1773.22 ms [2022-04-01 11:27:26 main:574] : INFO : Epoch 1837 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 1777.74 ms [2022-04-01 11:27:28 main:574] : INFO : Epoch 1838 | loss: 0.0311734 | val_loss: 0.0311792 | Time: 1778.02 ms [2022-04-01 11:27:29 main:574] : INFO : Epoch 1839 | loss: 0.0311735 | val_loss: 0.0311794 | Time: 1775.01 ms [2022-04-01 11:27:31 main:574] : INFO : Epoch 1840 | loss: 0.031174 | val_loss: 0.031182 | Time: 1768.69 ms [2022-04-01 11:27:33 main:574] : INFO : Epoch 1841 | loss: 0.0311731 | val_loss: 0.0311817 | Time: 1771.56 ms [2022-04-01 11:27:35 main:574] : INFO : Epoch 1842 | loss: 0.0311728 | val_loss: 0.0311802 | Time: 1772.44 ms [2022-04-01 11:27:36 main:574] : INFO : Epoch 1843 | loss: 0.031173 | val_loss: 0.0311807 | Time: 1776.16 ms [2022-04-01 11:27:38 main:574] : INFO : Epoch 1844 | loss: 0.0311752 | val_loss: 0.0311826 | Time: 1775.74 ms [2022-04-01 11:27:40 main:574] : INFO : Epoch 1845 | loss: 0.0311735 | val_loss: 0.0311792 | Time: 1770.81 ms [2022-04-01 11:27:42 main:574] : INFO : Epoch 1846 | loss: 0.0311738 | val_loss: 0.0311869 | Time: 1783.51 ms [2022-04-01 11:27:44 main:574] : INFO : Epoch 1847 | loss: 0.0311757 | val_loss: 0.0311838 | Time: 1767.47 ms [2022-04-01 11:27:45 main:574] : INFO : Epoch 1848 | loss: 0.0311746 | val_loss: 0.031181 | Time: 1771.39 ms [2022-04-01 11:27:47 main:574] : INFO : Epoch 1849 | loss: 0.0311748 | val_loss: 0.0311797 | Time: 1770.68 ms [2022-04-01 11:27:49 main:574] : INFO : Epoch 1850 | loss: 0.0311725 | val_loss: 0.0311801 | Time: 1763.34 ms [2022-04-01 11:27:51 main:574] : INFO : Epoch 1851 | loss: 0.0311724 | val_loss: 0.0311804 | Time: 1777.59 ms [2022-04-01 11:27:53 main:574] : INFO : Epoch 1852 | loss: 0.0311736 | val_loss: 0.031183 | Time: 1779.89 ms [2022-04-01 11:27:54 main:574] : INFO : Epoch 1853 | loss: 0.0311729 | val_loss: 0.0311817 | Time: 1767.58 ms [2022-04-01 11:27:56 main:574] : INFO : Epoch 1854 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 1777.08 ms [2022-04-01 11:27:58 main:574] : INFO : Epoch 1855 | loss: 0.0311768 | val_loss: 0.0311886 | Time: 1771.86 ms [2022-04-01 11:28:00 main:574] : INFO : Epoch 1856 | loss: 0.0311787 | val_loss: 0.0311801 | Time: 1777.87 ms [2022-04-01 11:28:02 main:574] : INFO : Epoch 1857 | loss: 0.0311763 | val_loss: 0.0311924 | Time: 1771.66 ms [2022-04-01 11:28:03 main:574] : INFO : Epoch 1858 | loss: 0.0311766 | val_loss: 0.03118 | Time: 1767.16 ms [2022-04-01 11:28:05 main:574] : INFO : Epoch 1859 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 1771.84 ms [2022-04-01 11:28:07 main:574] : INFO : Epoch 1860 | loss: 0.0311723 | val_loss: 0.03118 | Time: 1768.39 ms [2022-04-01 11:28:09 main:574] : INFO : Epoch 1861 | loss: 0.0311745 | val_loss: 0.0311831 | Time: 1769.41 ms [2022-04-01 11:28:10 main:574] : INFO : Epoch 1862 | loss: 0.0311738 | val_loss: 0.0311874 | Time: 1769.06 ms [2022-04-01 11:28:12 main:574] : INFO : Epoch 1863 | loss: 0.0311742 | val_loss: 0.0311878 | Time: 1768.28 ms [2022-04-01 11:28:14 main:574] : INFO : Epoch 1864 | loss: 0.0311763 | val_loss: 0.0311812 | Time: 1770.73 ms [2022-04-01 11:28:16 main:574] : INFO : Epoch 1865 | loss: 0.0311739 | val_loss: 0.0311869 | Time: 1774.11 ms [2022-04-01 11:28:18 main:574] : INFO : Epoch 1866 | loss: 0.0311779 | val_loss: 0.0311961 | Time: 1786.92 ms [2022-04-01 11:28:19 main:574] : INFO : Epoch 1867 | loss: 0.0311765 | val_loss: 0.0311819 | Time: 1763.01 ms [2022-04-01 11:28:21 main:574] : INFO : Epoch 1868 | loss: 0.031173 | val_loss: 0.031187 | Time: 1767.69 ms [2022-04-01 11:28:23 main:574] : INFO : Epoch 1869 | loss: 0.0311736 | val_loss: 0.0311793 | Time: 1769.86 ms [2022-04-01 11:28:25 main:574] : INFO : Epoch 1870 | loss: 0.031171 | val_loss: 0.0311802 | Time: 1773.45 ms [2022-04-01 11:28:26 main:574] : INFO : Epoch 1871 | loss: 0.0311714 | val_loss: 0.0311842 | Time: 1763.14 ms [2022-04-01 11:28:28 main:574] : INFO : Epoch 1872 | loss: 0.031174 | val_loss: 0.0311804 | Time: 1766.19 ms [2022-04-01 11:28:30 main:574] : INFO : Epoch 1873 | loss: 0.0311745 | val_loss: 0.0311815 | Time: 1766.16 ms [2022-04-01 11:28:32 main:574] : INFO : Epoch 1874 | loss: 0.0311753 | val_loss: 0.0311849 | Time: 1778.75 ms [2022-04-01 11:28:34 main:574] : INFO : Epoch 1875 | loss: 0.0311724 | val_loss: 0.0311799 | Time: 1772.68 ms [2022-04-01 11:28:35 main:574] : INFO : Epoch 1876 | loss: 0.0311725 | val_loss: 0.0311857 | Time: 1767.25 ms [2022-04-01 11:28:37 main:574] : INFO : Epoch 1877 | loss: 0.0311752 | val_loss: 0.0311835 | Time: 1770.83 ms [2022-04-01 11:28:39 main:574] : INFO : Epoch 1878 | loss: 0.0311724 | val_loss: 0.03118 | Time: 1767.17 ms [2022-04-01 11:28:41 main:574] : INFO : Epoch 1879 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 1775.43 ms [2022-04-01 11:28:43 main:574] : INFO : Epoch 1880 | loss: 0.031172 | val_loss: 0.0311905 | Time: 1776.22 ms [2022-04-01 11:28:44 main:574] : INFO : Epoch 1881 | loss: 0.0311766 | val_loss: 0.0311815 | Time: 1765.87 ms [2022-04-01 11:28:46 main:574] : INFO : Epoch 1882 | loss: 0.0311773 | val_loss: 0.0311812 | Time: 1769.58 ms [2022-04-01 11:28:48 main:574] : INFO : Epoch 1883 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 1776 ms [2022-04-01 11:28:50 main:574] : INFO : Epoch 1884 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 1785.42 ms [2022-04-01 11:28:51 main:574] : INFO : Epoch 1885 | loss: 0.031174 | val_loss: 0.0311865 | Time: 1805.64 ms [2022-04-01 11:28:53 main:574] : INFO : Epoch 1886 | loss: 0.031175 | val_loss: 0.0311823 | Time: 1774.66 ms [2022-04-01 11:28:55 main:574] : INFO : Epoch 1887 | loss: 0.0311739 | val_loss: 0.0311806 | Time: 1779.42 ms [2022-04-01 11:28:57 main:574] : INFO : Epoch 1888 | loss: 0.0311731 | val_loss: 0.0311826 | Time: 1770.87 ms [2022-04-01 11:28:59 main:574] : INFO : Epoch 1889 | loss: 0.031173 | val_loss: 0.0311823 | Time: 1778.3 ms [2022-04-01 11:29:00 main:574] : INFO : Epoch 1890 | loss: 0.0311729 | val_loss: 0.0311842 | Time: 1779.27 ms [2022-04-01 11:29:02 main:574] : INFO : Epoch 1891 | loss: 0.0311751 | val_loss: 0.0311866 | Time: 1767.49 ms [2022-04-01 11:29:04 main:574] : INFO : Epoch 1892 | loss: 0.0311753 | val_loss: 0.0311866 | Time: 1782.59 ms [2022-04-01 11:29:06 main:574] : INFO : Epoch 1893 | loss: 0.031173 | val_loss: 0.031182 | Time: 1772.95 ms [2022-04-01 11:29:08 main:574] : INFO : Epoch 1894 | loss: 0.0311711 | val_loss: 0.0311796 | Time: 1767 ms [2022-04-01 11:29:09 main:574] : INFO : Epoch 1895 | loss: 0.0311713 | val_loss: 0.0311809 | Time: 1778.63 ms [2022-04-01 11:29:11 main:574] : INFO : Epoch 1896 | loss: 0.0311708 | val_loss: 0.031182 | Time: 1766.2 ms [2022-04-01 11:29:13 main:574] : INFO : Epoch 1897 | loss: 0.0311718 | val_loss: 0.0311804 | Time: 1779.66 ms [2022-04-01 11:29:15 main:574] : INFO : Epoch 1898 | loss: 0.0311712 | val_loss: 0.0311843 | Time: 1776.74 ms [2022-04-01 11:29:17 main:574] : INFO : Epoch 1899 | loss: 0.0311737 | val_loss: 0.0311812 | Time: 1766.58 ms [2022-04-01 11:29:18 main:574] : INFO : Epoch 1900 | loss: 0.0311731 | val_loss: 0.0311798 | Time: 1766.15 ms [2022-04-01 11:29:20 main:574] : INFO : Epoch 1901 | loss: 0.0311702 | val_loss: 0.0311808 | Time: 1770.42 ms [2022-04-01 11:29:22 main:574] : INFO : Epoch 1902 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 1773.67 ms [2022-04-01 11:29:24 main:574] : INFO : Epoch 1903 | loss: 0.0311707 | val_loss: 0.0311799 | Time: 1767.31 ms [2022-04-01 11:29:25 main:574] : INFO : Epoch 1904 | loss: 0.0311701 | val_loss: 0.0311796 | Time: 1766.88 ms [2022-04-01 11:29:27 main:574] : INFO : Epoch 1905 | loss: 0.0311706 | val_loss: 0.03118 | Time: 1777.3 ms [2022-04-01 11:29:29 main:574] : INFO : Epoch 1906 | loss: 0.0311707 | val_loss: 0.0311826 | Time: 1786.25 ms [2022-04-01 11:29:31 main:574] : INFO : Epoch 1907 | loss: 0.0311729 | val_loss: 0.0311797 | Time: 1776.37 ms [2022-04-01 11:29:33 main:574] : INFO : Epoch 1908 | loss: 0.0311771 | val_loss: 0.0311836 | Time: 1765.83 ms [2022-04-01 11:29:34 main:574] : INFO : Epoch 1909 | loss: 0.0311719 | val_loss: 0.0311808 | Time: 1794.89 ms [2022-04-01 11:29:36 main:574] : INFO : Epoch 1910 | loss: 0.0311706 | val_loss: 0.0311798 | Time: 1788.07 ms [2022-04-01 11:29:38 main:574] : INFO : Epoch 1911 | loss: 0.0311712 | val_loss: 0.0311799 | Time: 1778.36 ms [2022-04-01 11:29:40 main:574] : INFO : Epoch 1912 | loss: 0.0311736 | val_loss: 0.0311939 | Time: 1769.73 ms [2022-04-01 11:29:42 main:574] : INFO : Epoch 1913 | loss: 0.031174 | val_loss: 0.0311847 | Time: 1770.3 ms [2022-04-01 11:29:43 main:574] : INFO : Epoch 1914 | loss: 0.0311763 | val_loss: 0.0311845 | Time: 1770.3 ms [2022-04-01 11:29:45 main:574] : INFO : Epoch 1915 | loss: 0.0311754 | val_loss: 0.0311803 | Time: 1776.36 ms [2022-04-01 11:29:47 main:574] : INFO : Epoch 1916 | loss: 0.0311724 | val_loss: 0.0311809 | Time: 1771 ms [2022-04-01 11:29:49 main:574] : INFO : Epoch 1917 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 1767.26 ms [2022-04-01 11:29:51 main:574] : INFO : Epoch 1918 | loss: 0.0311709 | val_loss: 0.0311832 | Time: 1765.56 ms [2022-04-01 11:29:52 main:574] : INFO : Epoch 1919 | loss: 0.0311707 | val_loss: 0.0311881 | Time: 1769.29 ms [2022-04-01 11:29:54 main:574] : INFO : Epoch 1920 | loss: 0.0311707 | val_loss: 0.0311805 | Time: 1767.49 ms [2022-04-01 11:29:56 main:574] : INFO : Epoch 1921 | loss: 0.0311696 | val_loss: 0.031183 | Time: 1771.24 ms [2022-04-01 11:29:58 main:574] : INFO : Epoch 1922 | loss: 0.0311728 | val_loss: 0.031185 | Time: 1765.21 ms [2022-04-01 11:29:59 main:574] : INFO : Epoch 1923 | loss: 0.0311747 | val_loss: 0.0311832 | Time: 1775.46 ms [2022-04-01 11:30:01 main:574] : INFO : Epoch 1924 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 1776.19 ms [2022-04-01 11:30:03 main:574] : INFO : Epoch 1925 | loss: 0.0311694 | val_loss: 0.0311808 | Time: 1780.94 ms [2022-04-01 11:30:05 main:574] : INFO : Epoch 1926 | loss: 0.0311691 | val_loss: 0.03118 | Time: 1772.67 ms [2022-04-01 11:30:07 main:574] : INFO : Epoch 1927 | loss: 0.0311691 | val_loss: 0.0311821 | Time: 1776.9 ms [2022-04-01 11:30:08 main:574] : INFO : Epoch 1928 | loss: 0.0311693 | val_loss: 0.0311805 | Time: 1767 ms [2022-04-01 11:30:10 main:574] : INFO : Epoch 1929 | loss: 0.0311685 | val_loss: 0.031181 | Time: 1775 ms [2022-04-01 11:30:12 main:574] : INFO : Epoch 1930 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 1782.51 ms [2022-04-01 11:30:14 main:574] : INFO : Epoch 1931 | loss: 0.0311689 | val_loss: 0.0311799 | Time: 1770.28 ms [2022-04-01 11:30:16 main:574] : INFO : Epoch 1932 | loss: 0.0311698 | val_loss: 0.03118 | Time: 1764.02 ms [2022-04-01 11:30:17 main:574] : INFO : Epoch 1933 | loss: 0.0311701 | val_loss: 0.0311823 | Time: 1771.51 ms [2022-04-01 11:30:19 main:574] : INFO : Epoch 1934 | loss: 0.0311677 | val_loss: 0.0311831 | Time: 1763.62 ms [2022-04-01 11:30:21 main:574] : INFO : Epoch 1935 | loss: 0.0311712 | val_loss: 0.0311838 | Time: 1772.81 ms [2022-04-01 11:30:23 main:574] : INFO : Epoch 1936 | loss: 0.0311746 | val_loss: 0.0311927 | Time: 1775.84 ms [2022-04-01 11:30:24 main:574] : INFO : Epoch 1937 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 1790.72 ms [2022-04-01 11:30:26 main:574] : INFO : Epoch 1938 | loss: 0.0311728 | val_loss: 0.0311824 | Time: 1769.79 ms [2022-04-01 11:30:28 main:574] : INFO : Epoch 1939 | loss: 0.031175 | val_loss: 0.0311792 | Time: 1771.04 ms [2022-04-01 11:30:30 main:574] : INFO : Epoch 1940 | loss: 0.0311785 | val_loss: 0.0311841 | Time: 1769.21 ms [2022-04-01 11:30:32 main:574] : INFO : Epoch 1941 | loss: 0.031178 | val_loss: 0.0311816 | Time: 1796.45 ms [2022-04-01 11:30:33 main:574] : INFO : Epoch 1942 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 1789.99 ms [2022-04-01 11:30:35 main:574] : INFO : Epoch 1943 | loss: 0.0311771 | val_loss: 0.0311803 | Time: 1772.12 ms [2022-04-01 11:30:37 main:574] : INFO : Epoch 1944 | loss: 0.0311741 | val_loss: 0.0311807 | Time: 1762.27 ms [2022-04-01 11:30:39 main:574] : INFO : Epoch 1945 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 1777.24 ms [2022-04-01 11:30:41 main:574] : INFO : Epoch 1946 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 1770.07 ms [2022-04-01 11:30:42 main:574] : INFO : Epoch 1947 | loss: 0.0311731 | val_loss: 0.0311804 | Time: 1776.32 ms [2022-04-01 11:30:44 main:574] : INFO : Epoch 1948 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 1773.41 ms [2022-04-01 11:30:46 main:574] : INFO : Epoch 1949 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 1775.48 ms [2022-04-01 11:30:48 main:574] : INFO : Epoch 1950 | loss: 0.03117 | val_loss: 0.0311777 | Time: 1768.67 ms [2022-04-01 11:30:50 main:574] : INFO : Epoch 1951 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 1766.74 ms [2022-04-01 11:30:51 main:574] : INFO : Epoch 1952 | loss: 0.0311772 | val_loss: 0.0311846 | Time: 1772.25 ms [2022-04-01 11:30:53 main:574] : INFO : Epoch 1953 | loss: 0.0311732 | val_loss: 0.0311848 | Time: 1771.88 ms [2022-04-01 11:30:55 main:574] : INFO : Epoch 1954 | loss: 0.0311716 | val_loss: 0.0311782 | Time: 1774.47 ms [2022-04-01 11:30:57 main:574] : INFO : Epoch 1955 | loss: 0.0311712 | val_loss: 0.0311798 | Time: 1768.06 ms [2022-04-01 11:30:58 main:574] : INFO : Epoch 1956 | loss: 0.0311713 | val_loss: 0.0311795 | Time: 1762.43 ms [2022-04-01 11:31:00 main:574] : INFO : Epoch 1957 | loss: 0.0311702 | val_loss: 0.0311779 | Time: 1772.55 ms [2022-04-01 11:31:02 main:574] : INFO : Epoch 1958 | loss: 0.0311722 | val_loss: 0.0311784 | Time: 1768.44 ms [2022-04-01 11:31:04 main:574] : INFO : Epoch 1959 | loss: 0.0311711 | val_loss: 0.0311793 | Time: 1770.37 ms [2022-04-01 11:31:06 main:574] : INFO : Epoch 1960 | loss: 0.031176 | val_loss: 0.0311793 | Time: 1765.42 ms [2022-04-01 11:31:07 main:574] : INFO : Epoch 1961 | loss: 0.0311765 | val_loss: 0.0311775 | Time: 1805.89 ms [2022-04-01 11:31:09 main:574] : INFO : Epoch 1962 | loss: 0.0311698 | val_loss: 0.0311795 | Time: 1773.02 ms [2022-04-01 11:31:11 main:574] : INFO : Epoch 1963 | loss: 0.0311803 | val_loss: 0.031182 | Time: 1774.62 ms [2022-04-01 11:31:13 main:574] : INFO : Epoch 1964 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 1767.72 ms [2022-04-01 11:31:15 main:574] : INFO : Epoch 1965 | loss: 0.0311729 | val_loss: 0.0311815 | Time: 1769.59 ms [2022-04-01 11:31:16 main:574] : INFO : Epoch 1966 | loss: 0.0311714 | val_loss: 0.0311785 | Time: 1777.8 ms [2022-04-01 11:31:18 main:574] : INFO : Epoch 1967 | loss: 0.031172 | val_loss: 0.0311776 | Time: 1764.86 ms [2022-04-01 11:31:20 main:574] : INFO : Epoch 1968 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 1780.07 ms [2022-04-01 11:31:22 main:574] : INFO : Epoch 1969 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 1778.35 ms [2022-04-01 11:31:23 main:574] : INFO : Epoch 1970 | loss: 0.0311709 | val_loss: 0.031181 | Time: 1765.7 ms [2022-04-01 11:31:25 main:574] : INFO : Epoch 1971 | loss: 0.0311724 | val_loss: 0.0311812 | Time: 1771.66 ms [2022-04-01 11:31:27 main:574] : INFO : Epoch 1972 | loss: 0.0311713 | val_loss: 0.0311779 | Time: 1769.11 ms [2022-04-01 11:31:29 main:574] : INFO : Epoch 1973 | loss: 0.031169 | val_loss: 0.0311853 | Time: 1772.11 ms [2022-04-01 11:31:31 main:574] : INFO : Epoch 1974 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 1787.03 ms [2022-04-01 11:31:32 main:574] : INFO : Epoch 1975 | loss: 0.0311698 | val_loss: 0.0311874 | Time: 1781.16 ms [2022-04-01 11:31:34 main:574] : INFO : Epoch 1976 | loss: 0.0311766 | val_loss: 0.031181 | Time: 1767.57 ms [2022-04-01 11:31:36 main:574] : INFO : Epoch 1977 | loss: 0.031169 | val_loss: 0.031179 | Time: 1772.04 ms [2022-04-01 11:31:38 main:574] : INFO : Epoch 1978 | loss: 0.0311719 | val_loss: 0.0311841 | Time: 1767.66 ms [2022-04-01 11:31:40 main:574] : INFO : Epoch 1979 | loss: 0.0311697 | val_loss: 0.0311774 | Time: 1770.21 ms [2022-04-01 11:31:41 main:574] : INFO : Epoch 1980 | loss: 0.0311677 | val_loss: 0.0311772 | Time: 1766.45 ms [2022-04-01 11:31:43 main:574] : INFO : Epoch 1981 | loss: 0.03117 | val_loss: 0.0311901 | Time: 1774.53 ms [2022-04-01 11:31:45 main:574] : INFO : Epoch 1982 | loss: 0.0311707 | val_loss: 0.0311771 | Time: 1768.22 ms [2022-04-01 11:31:47 main:574] : INFO : Epoch 1983 | loss: 0.0311697 | val_loss: 0.0311779 | Time: 1780.3 ms [2022-04-01 11:31:46 main:574] : INFO : Epoch 1984 | loss: 0.0311668 | val_loss: 0.0311779 | Time: 1763.12 ms [2022-04-01 11:31:48 main:574] : INFO : Epoch 1985 | loss: 0.0311671 | val_loss: 0.0311862 | Time: 1775.67 ms [2022-04-01 11:31:50 main:574] : INFO : Epoch 1986 | loss: 0.031169 | val_loss: 0.0311765 | Time: 1765.31 ms [2022-04-01 11:31:52 main:574] : INFO : Epoch 1987 | loss: 0.0311686 | val_loss: 0.0311783 | Time: 1769.73 ms [2022-04-01 11:31:53 main:574] : INFO : Epoch 1988 | loss: 0.0311686 | val_loss: 0.0311772 | Time: 1760.71 ms [2022-04-01 11:31:55 main:574] : INFO : Epoch 1989 | loss: 0.0311675 | val_loss: 0.0311787 | Time: 1774.2 ms [2022-04-01 11:31:57 main:574] : INFO : Epoch 1990 | loss: 0.031169 | val_loss: 0.0311789 | Time: 1767.2 ms [2022-04-01 11:31:59 main:574] : INFO : Epoch 1991 | loss: 0.0311718 | val_loss: 0.031177 | Time: 1767.23 ms [2022-04-01 11:32:00 main:574] : INFO : Epoch 1992 | loss: 0.0311704 | val_loss: 0.0311781 | Time: 1786.96 ms [2022-04-01 11:32:02 main:574] : INFO : Epoch 1993 | loss: 0.0311699 | val_loss: 0.0311786 | Time: 1797.57 ms [2022-04-01 11:32:04 main:574] : INFO : Epoch 1994 | loss: 0.0311737 | val_loss: 0.0311797 | Time: 1778.89 ms [2022-04-01 11:32:06 main:574] : INFO : Epoch 1995 | loss: 0.0311685 | val_loss: 0.0311775 | Time: 1773.21 ms [2022-04-01 11:32:08 main:574] : INFO : Epoch 1996 | loss: 0.0311723 | val_loss: 0.0311931 | Time: 1781.75 ms [2022-04-01 11:32:09 main:574] : INFO : Epoch 1997 | loss: 0.0311712 | val_loss: 0.0311796 | Time: 1780.1 ms [2022-04-01 11:32:11 main:574] : INFO : Epoch 1998 | loss: 0.0311702 | val_loss: 0.0311835 | Time: 1767.84 ms [2022-04-01 11:32:13 main:574] : INFO : Epoch 1999 | loss: 0.031168 | val_loss: 0.0311788 | Time: 1775.09 ms [2022-04-01 11:32:15 main:574] : INFO : Epoch 2000 | loss: 0.031169 | val_loss: 0.0311793 | Time: 1770.85 ms [2022-04-01 11:32:17 main:574] : INFO : Epoch 2001 | loss: 0.0311685 | val_loss: 0.0311826 | Time: 1771.97 ms [2022-04-01 11:32:18 main:574] : INFO : Epoch 2002 | loss: 0.0311669 | val_loss: 0.0311779 | Time: 1773.12 ms [2022-04-01 11:32:20 main:574] : INFO : Epoch 2003 | loss: 0.0311682 | val_loss: 0.0311877 | Time: 1775.82 ms [2022-04-01 11:32:22 main:574] : INFO : Epoch 2004 | loss: 0.0311703 | val_loss: 0.0311815 | Time: 1773.05 ms [2022-04-01 11:32:24 main:574] : INFO : Epoch 2005 | loss: 0.0311666 | val_loss: 0.031177 | Time: 1767.24 ms [2022-04-01 11:32:26 main:574] : INFO : Epoch 2006 | loss: 0.0311666 | val_loss: 0.0311767 | Time: 1772.5 ms [2022-04-01 11:32:27 main:574] : INFO : Epoch 2007 | loss: 0.0311675 | val_loss: 0.0311795 | Time: 1770.76 ms [2022-04-01 11:32:29 main:574] : INFO : Epoch 2008 | loss: 0.0311687 | val_loss: 0.0311836 | Time: 1764.86 ms [2022-04-01 11:32:31 main:574] : INFO : Epoch 2009 | loss: 0.0311673 | val_loss: 0.0311811 | Time: 1774.43 ms [2022-04-01 11:32:33 main:574] : INFO : Epoch 2010 | loss: 0.0311666 | val_loss: 0.031177 | Time: 1771.82 ms [2022-04-01 11:32:34 main:574] : INFO : Epoch 2011 | loss: 0.0311658 | val_loss: 0.0311769 | Time: 1774.93 ms [2022-04-01 11:32:36 main:574] : INFO : Epoch 2012 | loss: 0.0311666 | val_loss: 0.0311784 | Time: 1780.05 ms [2022-04-01 11:32:38 main:574] : INFO : Epoch 2013 | loss: 0.0311671 | val_loss: 0.0311824 | Time: 1771.69 ms [2022-04-01 11:32:40 main:574] : INFO : Epoch 2014 | loss: 0.0311689 | val_loss: 0.0311823 | Time: 1774.25 ms [2022-04-01 11:32:42 main:574] : INFO : Epoch 2015 | loss: 0.0311813 | val_loss: 0.0311877 | Time: 1768.56 ms [2022-04-01 11:32:43 main:574] : INFO : Epoch 2016 | loss: 0.0311788 | val_loss: 0.0311889 | Time: 1765.41 ms [2022-04-01 11:32:45 main:574] : INFO : Epoch 2017 | loss: 0.0311774 | val_loss: 0.0311791 | Time: 1773.13 ms [2022-04-01 11:32:47 main:574] : INFO : Epoch 2018 | loss: 0.031171 | val_loss: 0.0311817 | Time: 1785.39 ms [2022-04-01 11:32:49 main:574] : INFO : Epoch 2019 | loss: 0.0311705 | val_loss: 0.0311792 | Time: 1771.34 ms [2022-04-01 11:32:51 main:574] : INFO : Epoch 2020 | loss: 0.0311679 | val_loss: 0.031183 | Time: 1784.14 ms [2022-04-01 11:32:52 main:574] : INFO : Epoch 2021 | loss: 0.0311661 | val_loss: 0.0311785 | Time: 1768.06 ms [2022-04-01 11:32:54 main:574] : INFO : Epoch 2022 | loss: 0.031167 | val_loss: 0.0311818 | Time: 1767.02 ms [2022-04-01 11:32:56 main:574] : INFO : Epoch 2023 | loss: 0.0311676 | val_loss: 0.0311851 | Time: 1783.53 ms [2022-04-01 11:32:58 main:574] : INFO : Epoch 2024 | loss: 0.0311681 | val_loss: 0.0311814 | Time: 1762.71 ms [2022-04-01 11:32:59 main:574] : INFO : Epoch 2025 | loss: 0.0311675 | val_loss: 0.0311796 | Time: 1773.6 ms [2022-04-01 11:33:01 main:574] : INFO : Epoch 2026 | loss: 0.0311704 | val_loss: 0.0311812 | Time: 1773.17 ms [2022-04-01 11:33:03 main:574] : INFO : Epoch 2027 | loss: 0.0311711 | val_loss: 0.0311824 | Time: 1773.26 ms [2022-04-01 11:33:05 main:574] : INFO : Epoch 2028 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 1763.73 ms [2022-04-01 11:33:07 main:574] : INFO : Epoch 2029 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 1773.27 ms [2022-04-01 11:33:08 main:574] : INFO : Epoch 2030 | loss: 0.0311702 | val_loss: 0.0311777 | Time: 1769.05 ms [2022-04-01 11:33:10 main:574] : INFO : Epoch 2031 | loss: 0.0311701 | val_loss: 0.0311846 | Time: 1780.47 ms [2022-04-01 11:33:12 main:574] : INFO : Epoch 2032 | loss: 0.0311692 | val_loss: 0.0311797 | Time: 1771.05 ms [2022-04-01 11:33:14 main:574] : INFO : Epoch 2033 | loss: 0.0311681 | val_loss: 0.031184 | Time: 1773.01 ms [2022-04-01 11:33:16 main:574] : INFO : Epoch 2034 | loss: 0.0311708 | val_loss: 0.0311825 | Time: 1777.97 ms [2022-04-01 11:33:17 main:574] : INFO : Epoch 2035 | loss: 0.0311706 | val_loss: 0.0311791 | Time: 1768.37 ms [2022-04-01 11:33:19 main:574] : INFO : Epoch 2036 | loss: 0.0311679 | val_loss: 0.0311967 | Time: 1764.57 ms [2022-04-01 11:33:21 main:574] : INFO : Epoch 2037 | loss: 0.0311697 | val_loss: 0.0311814 | Time: 1775.97 ms [2022-04-01 11:33:23 main:574] : INFO : Epoch 2038 | loss: 0.031167 | val_loss: 0.0311806 | Time: 1779.69 ms [2022-04-01 11:33:24 main:574] : INFO : Epoch 2039 | loss: 0.0311697 | val_loss: 0.0311801 | Time: 1771 ms [2022-04-01 11:33:26 main:574] : INFO : Epoch 2040 | loss: 0.0311668 | val_loss: 0.0311796 | Time: 1764 ms [2022-04-01 11:33:28 main:574] : INFO : Epoch 2041 | loss: 0.0311672 | val_loss: 0.0311784 | Time: 1768.74 ms [2022-04-01 11:33:30 main:574] : INFO : Epoch 2042 | loss: 0.0311674 | val_loss: 0.0311799 | Time: 1787.62 ms [2022-04-01 11:33:32 main:574] : INFO : Epoch 2043 | loss: 0.0311681 | val_loss: 0.0311792 | Time: 1805.27 ms [2022-04-01 11:33:33 main:574] : INFO : Epoch 2044 | loss: 0.0311675 | val_loss: 0.0311796 | Time: 1777.35 ms [2022-04-01 11:33:35 main:574] : INFO : Epoch 2045 | loss: 0.0311685 | val_loss: 0.0311816 | Time: 1799.7 ms [2022-04-01 11:33:37 main:574] : INFO : Epoch 2046 | loss: 0.031167 | val_loss: 0.0311823 | Time: 1766.66 ms [2022-04-01 11:33:39 main:574] : INFO : Epoch 2047 | loss: 0.0311655 | val_loss: 0.0311828 | Time: 1768.49 ms [2022-04-01 11:33:41 main:574] : INFO : Epoch 2048 | loss: 0.0311659 | val_loss: 0.0311837 | Time: 1769.21 ms [2022-04-01 11:33:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311837 [2022-04-01 11:33:41 main:603] : INFO : Saving end state to config to file [2022-04-01 11:33:41 main:608] : INFO : Success, exiting.. 11:33:41 (35748): 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)