Task 9595110
| Name | ParityModified-1638630920-22988-1-0_0 |
| Workunit | 7002247 |
| Created | 8 Dec 2021, 13:54:31 UTC |
| Sent | 15 Dec 2021, 9:53:11 UTC |
| Report deadline | 23 Dec 2021, 9:53:11 UTC |
| Received | 15 Dec 2021, 13:46:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8915 |
| Run time | 1 hours 0 min 2 sec |
| CPU time | 55 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,470.32 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> FO : Epoch 1542 | loss: 0.0311918 | val_loss: 0.0311914 | Time: 1718.63 ms [2021-12-15 12:49:45 main:574] : INFO : Epoch 1543 | loss: 0.03119 | val_loss: 0.0311886 | Time: 1704.11 ms [2021-12-15 12:49:46 main:574] : INFO : Epoch 1544 | loss: 0.0311886 | val_loss: 0.0311869 | Time: 1708.42 ms [2021-12-15 12:49:48 main:574] : INFO : Epoch 1545 | loss: 0.0311885 | val_loss: 0.0311863 | Time: 1703.13 ms [2021-12-15 12:49:50 main:574] : INFO : Epoch 1546 | loss: 0.0311869 | val_loss: 0.0311843 | Time: 1772.23 ms [2021-12-15 12:49:52 main:574] : INFO : Epoch 1547 | loss: 0.0311853 | val_loss: 0.0311857 | Time: 1714.36 ms [2021-12-15 12:49:53 main:574] : INFO : Epoch 1548 | loss: 0.0311859 | val_loss: 0.0311864 | Time: 1715.76 ms [2021-12-15 12:49:55 main:574] : INFO : Epoch 1549 | loss: 0.0311844 | val_loss: 0.0311841 | Time: 1710.45 ms [2021-12-15 12:49:57 main:574] : INFO : Epoch 1550 | loss: 0.0311855 | val_loss: 0.0311885 | Time: 1706.38 ms [2021-12-15 12:49:59 main:574] : INFO : Epoch 1551 | loss: 0.0311855 | val_loss: 0.0311848 | Time: 1710.38 ms [2021-12-15 12:50:00 main:574] : INFO : Epoch 1552 | loss: 0.0311861 | val_loss: 0.0311843 | Time: 1712.17 ms [2021-12-15 12:50:02 main:574] : INFO : Epoch 1553 | loss: 0.0311838 | val_loss: 0.0311861 | Time: 1713.29 ms [2021-12-15 12:50:04 main:574] : INFO : Epoch 1554 | loss: 0.0311831 | val_loss: 0.031183 | Time: 1715.81 ms [2021-12-15 12:50:05 main:574] : INFO : Epoch 1555 | loss: 0.0311837 | val_loss: 0.0311881 | Time: 1717.85 ms [2021-12-15 12:50:07 main:574] : INFO : Epoch 1556 | loss: 0.0311855 | val_loss: 0.0311849 | Time: 1708.29 ms [2021-12-15 12:50:09 main:574] : INFO : Epoch 1557 | loss: 0.0311846 | val_loss: 0.0311838 | Time: 1711.07 ms [2021-12-15 12:50:11 main:574] : INFO : Epoch 1558 | loss: 0.0311838 | val_loss: 0.0311825 | Time: 1706.12 ms [2021-12-15 12:50:12 main:574] : INFO : Epoch 1559 | loss: 0.0311817 | val_loss: 0.031181 | Time: 1713.71 ms [2021-12-15 12:50:14 main:574] : INFO : Epoch 1560 | loss: 0.0311812 | val_loss: 0.0311815 | Time: 1713.29 ms [2021-12-15 12:50:16 main:574] : INFO : Epoch 1561 | loss: 0.0311803 | val_loss: 0.0311811 | Time: 1707.07 ms [2021-12-15 12:50:18 main:574] : INFO : Epoch 1562 | loss: 0.0311798 | val_loss: 0.0311801 | Time: 1703.38 ms [2021-12-15 12:50:19 main:574] : INFO : Epoch 1563 | loss: 0.0311779 | val_loss: 0.0311811 | Time: 1720.45 ms [2021-12-15 12:50:21 main:574] : INFO : Epoch 1564 | loss: 0.0311794 | val_loss: 0.0311826 | Time: 1706.65 ms [2021-12-15 12:50:23 main:574] : INFO : Epoch 1565 | loss: 0.0311797 | val_loss: 0.0311808 | Time: 1714.25 ms [2021-12-15 12:50:24 main:574] : INFO : Epoch 1566 | loss: 0.0311844 | val_loss: 0.0311861 | Time: 1709.95 ms [2021-12-15 12:50:26 main:574] : INFO : Epoch 1567 | loss: 0.0311797 | val_loss: 0.0311814 | Time: 1714.06 ms [2021-12-15 12:50:28 main:574] : INFO : Epoch 1568 | loss: 0.0311772 | val_loss: 0.0311801 | Time: 1707.72 ms [2021-12-15 12:50:30 main:574] : INFO : Epoch 1569 | loss: 0.0311777 | val_loss: 0.0311844 | Time: 1705.77 ms [2021-12-15 12:50:31 main:574] : INFO : Epoch 1570 | loss: 0.0311791 | val_loss: 0.0311809 | Time: 1710.47 ms [2021-12-15 12:50:33 main:574] : INFO : Epoch 1571 | loss: 0.0311802 | val_loss: 0.0311807 | Time: 1703.72 ms [2021-12-15 12:50:35 main:574] : INFO : Epoch 1572 | loss: 0.0311771 | val_loss: 0.031185 | Time: 1704.34 ms [2021-12-15 12:50:36 main:574] : INFO : Epoch 1573 | loss: 0.0311777 | val_loss: 0.03118 | Time: 1704.51 ms [2021-12-15 12:50:38 main:574] : INFO : Epoch 1574 | loss: 0.0311763 | val_loss: 0.0311802 | Time: 1713.95 ms [2021-12-15 12:50:40 main:574] : INFO : Epoch 1575 | loss: 0.0311753 | val_loss: 0.0311798 | Time: 1713.3 ms [2021-12-15 12:50:42 main:574] : INFO : Epoch 1576 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 1716.01 ms [2021-12-15 12:50:43 main:574] : INFO : Epoch 1577 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 1708.54 ms [2021-12-15 12:50:45 main:574] : INFO : Epoch 1578 | loss: 0.0311767 | val_loss: 0.0311878 | Time: 1713 ms [2021-12-15 12:50:47 main:574] : INFO : Epoch 1579 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 1711.08 ms [2021-12-15 12:50:48 main:574] : INFO : Epoch 1580 | loss: 0.0311777 | val_loss: 0.0311857 | Time: 1710.31 ms [2021-12-15 12:50:50 main:574] : INFO : Epoch 1581 | loss: 0.0311792 | val_loss: 0.0311835 | Time: 1716.89 ms [2021-12-15 12:50:52 main:574] : INFO : Epoch 1582 | loss: 0.0311766 | val_loss: 0.0311854 | Time: 1720.15 ms [2021-12-15 12:50:54 main:574] : INFO : Epoch 1583 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 1708.11 ms [2021-12-15 12:50:55 main:574] : INFO : Epoch 1584 | loss: 0.0311784 | val_loss: 0.0311773 | Time: 1706.03 ms [2021-12-15 12:50:57 main:574] : INFO : Epoch 1585 | loss: 0.0311742 | val_loss: 0.0311794 | Time: 1703.75 ms [2021-12-15 12:50:59 main:574] : INFO : Epoch 1586 | loss: 0.0311723 | val_loss: 0.0311767 | Time: 1711.73 ms [2021-12-15 12:51:01 main:574] : INFO : Epoch 1587 | loss: 0.0311722 | val_loss: 0.0311797 | Time: 1703.53 ms [2021-12-15 12:51:02 main:574] : INFO : Epoch 1588 | loss: 0.0311709 | val_loss: 0.031179 | Time: 1709.63 ms [2021-12-15 12:51:04 main:574] : INFO : Epoch 1589 | loss: 0.0311723 | val_loss: 0.0311791 | Time: 1708.03 ms [2021-12-15 12:51:06 main:574] : INFO : Epoch 1590 | loss: 0.0311735 | val_loss: 0.0311782 | Time: 1705.16 ms [2021-12-15 12:51:07 main:574] : INFO : Epoch 1591 | loss: 0.031176 | val_loss: 0.0311797 | Time: 1698.26 ms [2021-12-15 12:51:09 main:574] : INFO : Epoch 1592 | loss: 0.0311786 | val_loss: 0.0311867 | Time: 1716.3 ms [2021-12-15 12:51:11 main:574] : INFO : Epoch 1593 | loss: 0.0311792 | val_loss: 0.0311788 | Time: 1713.14 ms [2021-12-15 12:51:13 main:574] : INFO : Epoch 1594 | loss: 0.0311768 | val_loss: 0.0311754 | Time: 1712.26 ms [2021-12-15 12:51:14 main:574] : INFO : Epoch 1595 | loss: 0.0311742 | val_loss: 0.0311739 | Time: 1710.94 ms [2021-12-15 12:51:16 main:574] : INFO : Epoch 1596 | loss: 0.0311747 | val_loss: 0.0311775 | Time: 1724.93 ms [2021-12-15 12:51:18 main:574] : INFO : Epoch 1597 | loss: 0.0311723 | val_loss: 0.031176 | Time: 1718.61 ms [2021-12-15 12:51:19 main:574] : INFO : Epoch 1598 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 1704.26 ms [2021-12-15 12:51:21 main:574] : INFO : Epoch 1599 | loss: 0.0311745 | val_loss: 0.0311765 | Time: 1716.83 ms [2021-12-15 12:51:23 main:574] : INFO : Epoch 1600 | loss: 0.0311694 | val_loss: 0.031176 | Time: 1706.24 ms [2021-12-15 12:51:25 main:574] : INFO : Epoch 1601 | loss: 0.03117 | val_loss: 0.031174 | Time: 1711.04 ms [2021-12-15 12:51:26 main:574] : INFO : Epoch 1602 | loss: 0.0311699 | val_loss: 0.0311777 | Time: 1710.37 ms [2021-12-15 12:51:28 main:574] : INFO : Epoch 1603 | loss: 0.031169 | val_loss: 0.0311747 | Time: 1716.38 ms [2021-12-15 12:51:30 main:574] : INFO : Epoch 1604 | loss: 0.0311704 | val_loss: 0.0311776 | Time: 1714.94 ms [2021-12-15 12:51:32 main:574] : INFO : Epoch 1605 | loss: 0.0311749 | val_loss: 0.0311771 | Time: 1705.54 ms [2021-12-15 12:51:33 main:574] : INFO : Epoch 1606 | loss: 0.0311717 | val_loss: 0.0311739 | Time: 1706.53 ms [2021-12-15 12:51:35 main:574] : INFO : Epoch 1607 | loss: 0.0311679 | val_loss: 0.0311746 | Time: 1709.32 ms [2021-12-15 12:51:37 main:574] : INFO : Epoch 1608 | loss: 0.0311679 | val_loss: 0.031177 | Time: 1716.56 ms [2021-12-15 12:51:38 main:574] : INFO : Epoch 1609 | loss: 0.031167 | val_loss: 0.0311738 | Time: 1713.88 ms [2021-12-15 12:51:40 main:574] : INFO : Epoch 1610 | loss: 0.0311664 | val_loss: 0.0311784 | Time: 1713.71 ms [2021-12-15 12:51:42 main:574] : INFO : Epoch 1611 | loss: 0.0311721 | val_loss: 0.0311812 | Time: 1708.67 ms [2021-12-15 12:51:44 main:574] : INFO : Epoch 1612 | loss: 0.031173 | val_loss: 0.0311774 | Time: 1707.83 ms [2021-12-15 12:51:45 main:574] : INFO : Epoch 1613 | loss: 0.0311712 | val_loss: 0.031177 | Time: 1711.38 ms [2021-12-15 12:51:47 main:574] : INFO : Epoch 1614 | loss: 0.0311678 | val_loss: 0.0311794 | Time: 1713.42 ms [2021-12-15 12:51:49 main:574] : INFO : Epoch 1615 | loss: 0.0311679 | val_loss: 0.031182 | Time: 1713.35 ms [2021-12-15 12:51:50 main:574] : INFO : Epoch 1616 | loss: 0.0311663 | val_loss: 0.0311772 | Time: 1708.45 ms [2021-12-15 12:51:52 main:574] : INFO : Epoch 1617 | loss: 0.0311644 | val_loss: 0.0311794 | Time: 1707.45 ms [2021-12-15 12:51:54 main:574] : INFO : Epoch 1618 | loss: 0.0311681 | val_loss: 0.031183 | Time: 1704.24 ms [2021-12-15 12:51:56 main:574] : INFO : Epoch 1619 | loss: 0.0311657 | val_loss: 0.0311786 | Time: 1708.99 ms [2021-12-15 12:51:57 main:574] : INFO : Epoch 1620 | loss: 0.0311656 | val_loss: 0.0311725 | Time: 1711.76 ms [2021-12-15 12:51:59 main:574] : INFO : Epoch 1621 | loss: 0.0311629 | val_loss: 0.0311745 | Time: 1726.54 ms [2021-12-15 12:52:01 main:574] : INFO : Epoch 1622 | loss: 0.0311638 | val_loss: 0.0311709 | Time: 1706.78 ms [2021-12-15 12:52:02 main:574] : INFO : Epoch 1623 | loss: 0.0311632 | val_loss: 0.0311712 | Time: 1720.4 ms [2021-12-15 12:52:04 main:574] : INFO : Epoch 1624 | loss: 0.0311658 | val_loss: 0.0311716 | Time: 1720.27 ms [2021-12-15 12:52:06 main:574] : INFO : Epoch 1625 | loss: 0.0311648 | val_loss: 0.0311724 | Time: 1748.44 ms [2021-12-15 12:52:08 main:574] : INFO : Epoch 1626 | loss: 0.0311649 | val_loss: 0.0311751 | Time: 1896.49 ms [2021-12-15 12:52:10 main:574] : INFO : Epoch 1627 | loss: 0.0311634 | val_loss: 0.031176 | Time: 1703.67 ms [2021-12-15 12:52:11 main:574] : INFO : Epoch 1628 | loss: 0.0311725 | val_loss: 0.0311713 | Time: 1717.87 ms [2021-12-15 12:52:13 main:574] : INFO : Epoch 1629 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 1708.07 ms [2021-12-15 12:52:15 main:574] : INFO : Epoch 1630 | loss: 0.031171 | val_loss: 0.0311805 | Time: 1710.78 ms [2021-12-15 12:52:17 main:574] : INFO : Epoch 1631 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 1721.4 ms [2021-12-15 12:52:18 main:574] : INFO : Epoch 1632 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 1706.34 ms [2021-12-15 12:52:20 main:574] : INFO : Epoch 1633 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 1711.62 ms [2021-12-15 12:52:22 main:574] : INFO : Epoch 1634 | loss: 0.0311646 | val_loss: 0.0311696 | Time: 1707.64 ms [2021-12-15 12:52:23 main:574] : INFO : Epoch 1635 | loss: 0.0311636 | val_loss: 0.031171 | Time: 1699.12 ms [2021-12-15 12:52:25 main:574] : INFO : Epoch 1636 | loss: 0.0311636 | val_loss: 0.0311706 | Time: 1709.37 ms [2021-12-15 12:52:27 main:574] : INFO : Epoch 1637 | loss: 0.0311645 | val_loss: 0.03117 | Time: 1695.82 ms [2021-12-15 12:52:28 main:574] : INFO : Epoch 1638 | loss: 0.0311646 | val_loss: 0.0311707 | Time: 1694.47 ms [2021-12-15 12:52:30 main:574] : INFO : Epoch 1639 | loss: 0.0311629 | val_loss: 0.0311717 | Time: 1702.59 ms [2021-12-15 12:52:32 main:574] : INFO : Epoch 1640 | loss: 0.0311636 | val_loss: 0.0311721 | Time: 1699.61 ms [2021-12-15 12:52:34 main:574] : INFO : Epoch 1641 | loss: 0.0311624 | val_loss: 0.0311712 | Time: 1709.97 ms [2021-12-15 12:52:35 main:574] : INFO : Epoch 1642 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 1715.05 ms [2021-12-15 12:52:37 main:574] : INFO : Epoch 1643 | loss: 0.0311663 | val_loss: 0.031172 | Time: 1709.92 ms [2021-12-15 12:52:39 main:574] : INFO : Epoch 1644 | loss: 0.0311689 | val_loss: 0.0311733 | Time: 1705.58 ms [2021-12-15 12:52:41 main:574] : INFO : Epoch 1645 | loss: 0.031167 | val_loss: 0.0311681 | Time: 1699.91 ms [2021-12-15 12:52:42 main:574] : INFO : Epoch 1646 | loss: 0.0311642 | val_loss: 0.0311679 | Time: 1700.79 ms [2021-12-15 12:52:44 main:574] : INFO : Epoch 1647 | loss: 0.0311611 | val_loss: 0.0311686 | Time: 1710.6 ms [2021-12-15 12:52:46 main:574] : INFO : Epoch 1648 | loss: 0.0311607 | val_loss: 0.0311713 | Time: 1713.47 ms [2021-12-15 12:52:47 main:574] : INFO : Epoch 1649 | loss: 0.0311609 | val_loss: 0.0311673 | Time: 1717.32 ms [2021-12-15 12:52:49 main:574] : INFO : Epoch 1650 | loss: 0.0311641 | val_loss: 0.0311727 | Time: 1707.62 ms [2021-12-15 12:52:51 main:574] : INFO : Epoch 1651 | loss: 0.0311608 | val_loss: 0.0311702 | Time: 1699.37 ms [2021-12-15 12:52:53 main:574] : INFO : Epoch 1652 | loss: 0.0311596 | val_loss: 0.0311712 | Time: 1697.71 ms [2021-12-15 12:52:54 main:574] : INFO : Epoch 1653 | loss: 0.0311583 | val_loss: 0.0311715 | Time: 1707.53 ms [2021-12-15 12:52:56 main:574] : INFO : Epoch 1654 | loss: 0.0311596 | val_loss: 0.0311689 | Time: 1718.66 ms [2021-12-15 12:52:58 main:574] : INFO : Epoch 1655 | loss: 0.0311582 | val_loss: 0.0311727 | Time: 1719.78 ms [2021-12-15 12:52:59 main:574] : INFO : Epoch 1656 | loss: 0.031157 | val_loss: 0.0311699 | Time: 1715.19 ms [2021-12-15 12:53:01 main:574] : INFO : Epoch 1657 | loss: 0.031157 | val_loss: 0.0311692 | Time: 1711.32 ms [2021-12-15 12:53:03 main:574] : INFO : Epoch 1658 | loss: 0.0311597 | val_loss: 0.0311742 | Time: 1706.53 ms [2021-12-15 12:53:05 main:574] : INFO : Epoch 1659 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 1706.36 ms [2021-12-15 12:53:06 main:574] : INFO : Epoch 1660 | loss: 0.0311585 | val_loss: 0.0311709 | Time: 1704.17 ms [2021-12-15 12:53:08 main:574] : INFO : Epoch 1661 | loss: 0.031158 | val_loss: 0.0311702 | Time: 1694.03 ms [2021-12-15 12:53:10 main:574] : INFO : Epoch 1662 | loss: 0.0311578 | val_loss: 0.0311734 | Time: 1707.31 ms [2021-12-15 12:53:11 main:574] : INFO : Epoch 1663 | loss: 0.0311584 | val_loss: 0.0311723 | Time: 1704.11 ms [2021-12-15 12:53:13 main:574] : INFO : Epoch 1664 | loss: 0.0311573 | val_loss: 0.0311701 | Time: 1715.15 ms [2021-12-15 12:53:15 main:574] : INFO : Epoch 1665 | loss: 0.0311575 | val_loss: 0.0311688 | Time: 1703.66 ms [2021-12-15 12:53:17 main:574] : INFO : Epoch 1666 | loss: 0.0311563 | val_loss: 0.0311732 | Time: 1703.07 ms [2021-12-15 12:53:18 main:574] : INFO : Epoch 1667 | loss: 0.0311568 | val_loss: 0.0311695 | Time: 1697.42 ms [2021-12-15 12:53:20 main:574] : INFO : Epoch 1668 | loss: 0.0311544 | val_loss: 0.0311688 | Time: 1708.02 ms [2021-12-15 12:53:22 main:574] : INFO : Epoch 1669 | loss: 0.0311604 | val_loss: 0.031171 | Time: 1711.43 ms [2021-12-15 12:53:23 main:574] : INFO : Epoch 1670 | loss: 0.0311541 | val_loss: 0.0311734 | Time: 1718.45 ms [2021-12-15 12:53:25 main:574] : INFO : Epoch 1671 | loss: 0.0311577 | val_loss: 0.0311703 | Time: 1724.41 ms [2021-12-15 12:53:27 main:574] : INFO : Epoch 1672 | loss: 0.0311544 | val_loss: 0.0311685 | Time: 1701.05 ms [2021-12-15 12:53:29 main:574] : INFO : Epoch 1673 | loss: 0.0311563 | val_loss: 0.0311744 | Time: 1702.28 ms [2021-12-15 12:53:30 main:574] : INFO : Epoch 1674 | loss: 0.0311595 | val_loss: 0.0311705 | Time: 1706.23 ms [2021-12-15 12:53:32 main:574] : INFO : Epoch 1675 | loss: 0.0311573 | val_loss: 0.0311734 | Time: 1716.57 ms [2021-12-15 12:53:34 main:574] : INFO : Epoch 1676 | loss: 0.0311638 | val_loss: 0.0311687 | Time: 1709.7 ms [2021-12-15 12:53:36 main:574] : INFO : Epoch 1677 | loss: 0.0311575 | val_loss: 0.0311789 | Time: 1711.91 ms [2021-12-15 12:53:37 main:574] : INFO : Epoch 1678 | loss: 0.0311581 | val_loss: 0.0311688 | Time: 1699.48 ms [2021-12-15 12:53:39 main:574] : INFO : Epoch 1679 | loss: 0.0311576 | val_loss: 0.0311699 | Time: 1704.04 ms [2021-12-15 12:53:41 main:574] : INFO : Epoch 1680 | loss: 0.0311589 | val_loss: 0.031172 | Time: 1707.16 ms [2021-12-15 12:53:42 main:574] : INFO : Epoch 1681 | loss: 0.0311591 | val_loss: 0.0311704 | Time: 1714.55 ms [2021-12-15 12:53:44 main:574] : INFO : Epoch 1682 | loss: 0.0311556 | val_loss: 0.0311696 | Time: 1707.64 ms [2021-12-15 12:53:46 main:574] : INFO : Epoch 1683 | loss: 0.0311545 | val_loss: 0.0311702 | Time: 1710.59 ms [2021-12-15 12:53:48 main:574] : INFO : Epoch 1684 | loss: 0.0311544 | val_loss: 0.0311669 | Time: 1702.39 ms [2021-12-15 12:53:49 main:574] : INFO : Epoch 1685 | loss: 0.0311548 | val_loss: 0.0311746 | Time: 1701.34 ms [2021-12-15 12:53:51 main:574] : INFO : Epoch 1686 | loss: 0.0311621 | val_loss: 0.0311847 | Time: 1704.04 ms [2021-12-15 12:53:53 main:574] : INFO : Epoch 1687 | loss: 0.0311631 | val_loss: 0.0311705 | Time: 1713.29 ms [2021-12-15 12:53:54 main:574] : INFO : Epoch 1688 | loss: 0.0311561 | val_loss: 0.0311695 | Time: 1714.93 ms [2021-12-15 12:53:56 main:574] : INFO : Epoch 1689 | loss: 0.0311535 | val_loss: 0.0311666 | Time: 1720.17 ms [2021-12-15 12:53:58 main:574] : INFO : Epoch 1690 | loss: 0.0311534 | val_loss: 0.0311679 | Time: 1684.4 ms [2021-12-15 12:54:00 main:574] : INFO : Epoch 1691 | loss: 0.0311554 | val_loss: 0.0311687 | Time: 1707.18 ms [2021-12-15 12:54:01 main:574] : INFO : Epoch 1692 | loss: 0.0311546 | val_loss: 0.03117 | Time: 1705.4 ms [2021-12-15 12:54:03 main:574] : INFO : Epoch 1693 | loss: 0.0311546 | val_loss: 0.0311674 | Time: 1697.53 ms [2021-12-15 12:54:05 main:574] : INFO : Epoch 1694 | loss: 0.0311571 | val_loss: 0.0311709 | Time: 1697.2 ms [2021-12-15 12:54:06 main:574] : INFO : Epoch 1695 | loss: 0.0311586 | val_loss: 0.0311749 | Time: 1698.43 ms [2021-12-15 12:54:08 main:574] : INFO : Epoch 1696 | loss: 0.0311574 | val_loss: 0.0311707 | Time: 1709.44 ms [2021-12-15 12:54:10 main:574] : INFO : Epoch 1697 | loss: 0.0311554 | val_loss: 0.0311693 | Time: 1712.06 ms [2021-12-15 12:54:12 main:574] : INFO : Epoch 1698 | loss: 0.0311557 | val_loss: 0.0311777 | Time: 1693.49 ms [2021-12-15 12:54:13 main:574] : INFO : Epoch 1699 | loss: 0.0311636 | val_loss: 0.0311683 | Time: 1694.5 ms [2021-12-15 12:54:15 main:574] : INFO : Epoch 1700 | loss: 0.0311561 | val_loss: 0.0311673 | Time: 1698.38 ms [2021-12-15 12:54:17 main:574] : INFO : Epoch 1701 | loss: 0.0311546 | val_loss: 0.0311678 | Time: 1698.81 ms [2021-12-15 12:54:18 main:574] : INFO : Epoch 1702 | loss: 0.0311527 | val_loss: 0.0311665 | Time: 1708.1 ms [2021-12-15 12:54:20 main:574] : INFO : Epoch 1703 | loss: 0.0311543 | val_loss: 0.0311691 | Time: 1706.34 ms [2021-12-15 12:54:22 main:574] : INFO : Epoch 1704 | loss: 0.0311521 | val_loss: 0.0311671 | Time: 1706.64 ms [2021-12-15 12:54:23 main:574] : INFO : Epoch 1705 | loss: 0.03115 | val_loss: 0.0311692 | Time: 1698.13 ms [2021-12-15 12:54:25 main:574] : INFO : Epoch 1706 | loss: 0.0311512 | val_loss: 0.0311722 | Time: 1693.8 ms [2021-12-15 12:54:27 main:574] : INFO : Epoch 1707 | loss: 0.0311563 | val_loss: 0.0311673 | Time: 1703.72 ms [2021-12-15 12:54:29 main:574] : INFO : Epoch 1708 | loss: 0.0311535 | val_loss: 0.0311692 | Time: 1712.89 ms [2021-12-15 12:54:30 main:574] : INFO : Epoch 1709 | loss: 0.0311511 | val_loss: 0.031167 | Time: 1706.34 ms [2021-12-15 12:54:32 main:574] : INFO : Epoch 1710 | loss: 0.0311503 | val_loss: 0.0311687 | Time: 1701.03 ms [2021-12-15 12:54:34 main:574] : INFO : Epoch 1711 | loss: 0.0311521 | val_loss: 0.0311707 | Time: 1697.76 ms [2021-12-15 12:54:35 main:574] : INFO : Epoch 1712 | loss: 0.0311549 | val_loss: 0.0311692 | Time: 1697.11 ms [2021-12-15 12:54:37 main:574] : INFO : Epoch 1713 | loss: 0.0311572 | val_loss: 0.0311673 | Time: 1697.19 ms [2021-12-15 12:54:39 main:574] : INFO : Epoch 1714 | loss: 0.0311582 | val_loss: 0.0311672 | Time: 1714.69 ms [2021-12-15 12:54:41 main:574] : INFO : Epoch 1715 | loss: 0.0311552 | val_loss: 0.0311645 | Time: 1705.92 ms [2021-12-15 12:54:42 main:574] : INFO : Epoch 1716 | loss: 0.0311538 | val_loss: 0.0311695 | Time: 1701.84 ms [2021-12-15 12:54:44 main:574] : INFO : Epoch 1717 | loss: 0.0311518 | val_loss: 0.0311691 | Time: 1696.99 ms [2021-12-15 12:54:46 main:574] : INFO : Epoch 1718 | loss: 0.0311505 | val_loss: 0.0311758 | Time: 1983.14 ms [2021-12-15 12:54:48 main:574] : INFO : Epoch 1719 | loss: 0.0311492 | val_loss: 0.0311699 | Time: 1704.73 ms [2021-12-15 12:54:49 main:574] : INFO : Epoch 1720 | loss: 0.0311497 | val_loss: 0.0311685 | Time: 1703.51 ms [2021-12-15 12:54:52 main:574] : INFO : Epoch 1721 | loss: 0.031149 | val_loss: 0.0311657 | Time: 2015.79 ms [2021-12-15 12:54:53 main:574] : INFO : Epoch 1722 | loss: 0.0311495 | val_loss: 0.03117 | Time: 1754.41 ms [2021-12-15 12:54:55 main:574] : INFO : Epoch 1723 | loss: 0.0311481 | val_loss: 0.0311694 | Time: 1700.37 ms [2021-12-15 12:54:57 main:574] : INFO : Epoch 1724 | loss: 0.031148 | val_loss: 0.0311671 | Time: 1709.27 ms [2021-12-15 12:54:58 main:574] : INFO : Epoch 1725 | loss: 0.0311488 | val_loss: 0.0311675 | Time: 1699.9 ms [2021-12-15 12:55:00 main:574] : INFO : Epoch 1726 | loss: 0.0311488 | val_loss: 0.0311699 | Time: 1709.27 ms [2021-12-15 12:55:02 main:574] : INFO : Epoch 1727 | loss: 0.0311488 | val_loss: 0.0311695 | Time: 1697.58 ms [2021-12-15 12:55:04 main:574] : INFO : Epoch 1728 | loss: 0.0311494 | val_loss: 0.0311712 | Time: 1698.59 ms [2021-12-15 12:55:05 main:574] : INFO : Epoch 1729 | loss: 0.0311486 | val_loss: 0.0311692 | Time: 1698.44 ms [2021-12-15 12:55:07 main:574] : INFO : Epoch 1730 | loss: 0.0311479 | val_loss: 0.0311735 | Time: 1712.22 ms [2021-12-15 12:55:09 main:574] : INFO : Epoch 1731 | loss: 0.0311506 | val_loss: 0.031169 | Time: 1704 ms [2021-12-15 12:55:10 main:574] : INFO : Epoch 1732 | loss: 0.031149 | val_loss: 0.0311699 | Time: 1703.53 ms [2021-12-15 12:55:12 main:574] : INFO : Epoch 1733 | loss: 0.0311503 | val_loss: 0.0311687 | Time: 1699.34 ms [2021-12-15 12:55:14 main:574] : INFO : Epoch 1734 | loss: 0.0311503 | val_loss: 0.031168 | Time: 1695.26 ms [2021-12-15 12:55:16 main:574] : INFO : Epoch 1735 | loss: 0.0311476 | val_loss: 0.0311674 | Time: 1703.87 ms [2021-12-15 12:55:17 main:574] : INFO : Epoch 1736 | loss: 0.0311463 | val_loss: 0.0311687 | Time: 1709.75 ms [2021-12-15 12:55:19 main:574] : INFO : Epoch 1737 | loss: 0.031146 | val_loss: 0.0311795 | Time: 1712.37 ms [2021-12-15 12:55:21 main:574] : INFO : Epoch 1738 | loss: 0.0311491 | val_loss: 0.0311713 | Time: 1706.4 ms [2021-12-15 12:55:22 main:574] : INFO : Epoch 1739 | loss: 0.0311467 | val_loss: 0.0311751 | Time: 1697.74 ms [2021-12-15 12:55:24 main:574] : INFO : Epoch 1740 | loss: 0.0311475 | val_loss: 0.0311755 | Time: 1764.72 ms [2021-12-15 12:55:26 main:574] : INFO : Epoch 1741 | loss: 0.0311491 | val_loss: 0.0311674 | Time: 1702.74 ms [2021-12-15 12:55:28 main:574] : INFO : Epoch 1742 | loss: 0.0311519 | val_loss: 0.0311797 | Time: 1711.85 ms [2021-12-15 12:55:29 main:574] : INFO : Epoch 1743 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 1712.97 ms [2021-12-15 12:55:31 main:574] : INFO : Epoch 1744 | loss: 0.0311632 | val_loss: 0.03117 | Time: 1699.42 ms [2021-12-15 12:55:33 main:574] : INFO : Epoch 1745 | loss: 0.0311592 | val_loss: 0.0311677 | Time: 1703.87 ms [2021-12-15 12:55:34 main:574] : INFO : Epoch 1746 | loss: 0.0311574 | val_loss: 0.0311641 | Time: 1712.6 ms [2021-12-15 12:55:36 main:574] : INFO : Epoch 1747 | loss: 0.0311551 | val_loss: 0.0311638 | Time: 1711.13 ms [2021-12-15 12:55:38 main:574] : INFO : Epoch 1748 | loss: 0.0311525 | val_loss: 0.0311652 | Time: 1701.85 ms [2021-12-15 12:55:40 main:574] : INFO : Epoch 1749 | loss: 0.031152 | val_loss: 0.0311693 | Time: 1703.63 ms [2021-12-15 12:55:41 main:574] : INFO : Epoch 1750 | loss: 0.0311526 | val_loss: 0.0311628 | Time: 1704.64 ms [2021-12-15 12:55:43 main:574] : INFO : Epoch 1751 | loss: 0.0311507 | val_loss: 0.0311659 | Time: 1707.6 ms [2021-12-15 12:55:45 main:574] : INFO : Epoch 1752 | loss: 0.0311489 | val_loss: 0.0311666 | Time: 1762.43 ms [2021-12-15 12:55:47 main:574] : INFO : Epoch 1753 | loss: 0.0311501 | val_loss: 0.0311709 | Time: 1704.92 ms [2021-12-15 12:55:48 main:574] : INFO : Epoch 1754 | loss: 0.0311522 | val_loss: 0.0311734 | Time: 1714.95 ms [2021-12-15 12:55:50 main:574] : INFO : Epoch 1755 | loss: 0.0311519 | val_loss: 0.0311661 | Time: 1695.22 ms [2021-12-15 12:55:52 main:574] : INFO : Epoch 1756 | loss: 0.0311469 | val_loss: 0.0311657 | Time: 1706.31 ms [2021-12-15 12:55:53 main:574] : INFO : Epoch 1757 | loss: 0.0311506 | val_loss: 0.0311746 | Time: 1704.72 ms [2021-12-15 12:55:55 main:574] : INFO : Epoch 1758 | loss: 0.0311485 | val_loss: 0.0311636 | Time: 1705.76 ms [2021-12-15 12:55:57 main:574] : INFO : Epoch 1759 | loss: 0.0311486 | val_loss: 0.0311676 | Time: 1968.83 ms [2021-12-15 12:55:59 main:574] : INFO : Epoch 1760 | loss: 0.0311481 | val_loss: 0.0311684 | Time: 1704.96 ms [2021-12-15 12:56:01 main:574] : INFO : Epoch 1761 | loss: 0.0311496 | val_loss: 0.031165 | Time: 1695.88 ms [2021-12-15 12:56:02 main:574] : INFO : Epoch 1762 | loss: 0.0311463 | val_loss: 0.0311653 | Time: 1694.64 ms [2021-12-15 12:56:04 main:574] : INFO : Epoch 1763 | loss: 0.0311459 | val_loss: 0.0311735 | Time: 1710.27 ms [2021-12-15 12:56:06 main:574] : INFO : Epoch 1764 | loss: 0.0311494 | val_loss: 0.0311671 | Time: 1706.87 ms [2021-12-15 12:56:07 main:574] : INFO : Epoch 1765 | loss: 0.0311488 | val_loss: 0.0311635 | Time: 1715.15 ms [2021-12-15 12:56:09 main:574] : INFO : Epoch 1766 | loss: 0.0311463 | val_loss: 0.0311719 | Time: 1699.43 ms [2021-12-15 12:56:11 main:574] : INFO : Epoch 1767 | loss: 0.031147 | val_loss: 0.0311673 | Time: 1705.31 ms [2021-12-15 12:56:13 main:574] : INFO : Epoch 1768 | loss: 0.0311489 | val_loss: 0.0311709 | Time: 1704.85 ms [2021-12-15 12:56:14 main:574] : INFO : Epoch 1769 | loss: 0.031148 | val_loss: 0.0311646 | Time: 1708.7 ms [2021-12-15 12:56:16 main:574] : INFO : Epoch 1770 | loss: 0.0311445 | val_loss: 0.0311757 | Time: 1703.61 ms [2021-12-15 12:56:18 main:574] : INFO : Epoch 1771 | loss: 0.0311524 | val_loss: 0.0311788 | Time: 1714.82 ms [2021-12-15 12:56:19 main:574] : INFO : Epoch 1772 | loss: 0.0311508 | val_loss: 0.031168 | Time: 1715.23 ms [2021-12-15 12:56:21 main:574] : INFO : Epoch 1773 | loss: 0.0311495 | val_loss: 0.0311692 | Time: 1712.72 ms [2021-12-15 12:56:23 main:574] : INFO : Epoch 1774 | loss: 0.0311423 | val_loss: 0.0311654 | Time: 1714.38 ms [2021-12-15 12:56:25 main:574] : INFO : Epoch 1775 | loss: 0.0311442 | val_loss: 0.0311688 | Time: 1706.05 ms [2021-12-15 12:56:26 main:574] : INFO : Epoch 1776 | loss: 0.0311436 | val_loss: 0.0311702 | Time: 1701.13 ms [2021-12-15 12:56:28 main:574] : INFO : Epoch 1777 | loss: 0.0311422 | val_loss: 0.0311671 | Time: 1694.78 ms [2021-12-15 12:56:30 main:574] : INFO : Epoch 1778 | loss: 0.0311427 | val_loss: 0.0311648 | Time: 1708.26 ms [2021-12-15 12:56:31 main:574] : INFO : Epoch 1779 | loss: 0.0311431 | val_loss: 0.0311676 | Time: 1712.77 ms [2021-12-15 12:56:33 main:574] : INFO : Epoch 1780 | loss: 0.0311458 | val_loss: 0.031183 | Time: 1711.73 ms [2021-12-15 12:56:35 main:574] : INFO : Epoch 1781 | loss: 0.0311443 | val_loss: 0.0311728 | Time: 1701.73 ms [2021-12-15 12:56:37 main:574] : INFO : Epoch 1782 | loss: 0.0311416 | val_loss: 0.0311682 | Time: 1700.85 ms [2021-12-15 12:56:38 main:574] : INFO : Epoch 1783 | loss: 0.0311427 | val_loss: 0.0311671 | Time: 1696.36 ms [2021-12-15 12:56:40 main:574] : INFO : Epoch 1784 | loss: 0.0311421 | val_loss: 0.0311639 | Time: 1711.34 ms [2021-12-15 12:56:42 main:574] : INFO : Epoch 1785 | loss: 0.0311428 | val_loss: 0.0311688 | Time: 1714.54 ms [2021-12-15 12:56:43 main:574] : INFO : Epoch 1786 | loss: 0.0311428 | val_loss: 0.0311677 | Time: 1706.92 ms [2021-12-15 12:56:45 main:574] : INFO : Epoch 1787 | loss: 0.0311468 | val_loss: 0.0311668 | Time: 1702.08 ms [2021-12-15 12:56:47 main:574] : INFO : Epoch 1788 | loss: 0.0311467 | val_loss: 0.0311677 | Time: 1705.82 ms [2021-12-15 12:56:49 main:574] : INFO : Epoch 1789 | loss: 0.0311444 | val_loss: 0.0311664 | Time: 1764.66 ms [2021-12-15 12:56:51 main:574] : INFO : Epoch 1790 | loss: 0.0311434 | val_loss: 0.0311675 | Time: 1965.71 ms [2021-12-15 12:56:52 main:574] : INFO : Epoch 1791 | loss: 0.0311435 | val_loss: 0.0311684 | Time: 1710.55 ms [2021-12-15 12:56:54 main:574] : INFO : Epoch 1792 | loss: 0.031143 | val_loss: 0.0311704 | Time: 1713.85 ms [2021-12-15 12:56:56 main:574] : INFO : Epoch 1793 | loss: 0.0311455 | val_loss: 0.0311662 | Time: 1709.32 ms [2021-12-15 12:56:58 main:574] : INFO : Epoch 1794 | loss: 0.0311476 | val_loss: 0.0311639 | Time: 1703.25 ms [2021-12-15 12:56:59 main:574] : INFO : Epoch 1795 | loss: 0.0311448 | val_loss: 0.0311658 | Time: 1699.76 ms [2021-12-15 12:57:01 main:574] : INFO : Epoch 1796 | loss: 0.0311459 | val_loss: 0.0311642 | Time: 1704.66 ms [2021-12-15 12:57:03 main:574] : INFO : Epoch 1797 | loss: 0.0311427 | val_loss: 0.0311673 | Time: 1685.41 ms [2021-12-15 12:57:04 main:574] : INFO : Epoch 1798 | loss: 0.0311424 | val_loss: 0.0311718 | Time: 1709.27 ms [2021-12-15 12:57:06 main:574] : INFO : Epoch 1799 | loss: 0.0311417 | val_loss: 0.0311667 | Time: 1694.86 ms [2021-12-15 12:57:08 main:574] : INFO : Epoch 1800 | loss: 0.031141 | val_loss: 0.0311655 | Time: 1707.65 ms [2021-12-15 12:57:09 main:574] : INFO : Epoch 1801 | loss: 0.0311418 | val_loss: 0.0311692 | Time: 1719.97 ms [2021-12-15 12:57:11 main:574] : INFO : Epoch 1802 | loss: 0.0311407 | val_loss: 0.0311643 | Time: 1705.89 ms [2021-12-15 12:57:13 main:574] : INFO : Epoch 1803 | loss: 0.0311467 | val_loss: 0.0311688 | Time: 1706.49 ms [2021-12-15 12:57:15 main:574] : INFO : Epoch 1804 | loss: 0.0311478 | val_loss: 0.0311653 | Time: 1696.61 ms [2021-12-15 12:57:16 main:574] : INFO : Epoch 1805 | loss: 0.0311427 | val_loss: 0.0311684 | Time: 1711.92 ms [2021-12-15 12:57:18 main:574] : INFO : Epoch 1806 | loss: 0.0311396 | val_loss: 0.0311692 | Time: 1690.75 ms [2021-12-15 12:57:20 main:574] : INFO : Epoch 1807 | loss: 0.0311396 | val_loss: 0.0311735 | Time: 1714.61 ms [2021-12-15 12:57:22 main:574] : INFO : Epoch 1808 | loss: 0.0311408 | val_loss: 0.0311669 | Time: 1711.97 ms [2021-12-15 12:57:23 main:574] : INFO : Epoch 1809 | loss: 0.0311406 | val_loss: 0.0311681 | Time: 1706.96 ms [2021-12-15 12:57:25 main:574] : INFO : Epoch 1810 | loss: 0.0311408 | val_loss: 0.031175 | Time: 1701.2 ms [2021-12-15 12:57:27 main:574] : INFO : Epoch 1811 | loss: 0.0311457 | val_loss: 0.0311697 | Time: 1702.05 ms [2021-12-15 12:57:28 main:574] : INFO : Epoch 1812 | loss: 0.0311424 | val_loss: 0.0311664 | Time: 1703.87 ms [2021-12-15 12:57:30 main:574] : INFO : Epoch 1813 | loss: 0.0311409 | val_loss: 0.0311694 | Time: 1713.08 ms [2021-12-15 12:57:32 main:574] : INFO : Epoch 1814 | loss: 0.0311407 | val_loss: 0.0311671 | Time: 1718.5 ms [2021-12-15 12:57:34 main:574] : INFO : Epoch 1815 | loss: 0.0311414 | val_loss: 0.0311718 | Time: 1706.25 ms [2021-12-15 12:57:35 main:574] : INFO : Epoch 1816 | loss: 0.03114 | val_loss: 0.0311705 | Time: 1702.44 ms [2021-12-15 12:57:37 main:574] : INFO : Epoch 1817 | loss: 0.0311424 | val_loss: 0.0311666 | Time: 1695.33 ms [2021-12-15 12:57:39 main:574] : INFO : Epoch 1818 | loss: 0.0311412 | val_loss: 0.0311709 | Time: 1710.48 ms [2021-12-15 12:57:40 main:574] : INFO : Epoch 1819 | loss: 0.0311398 | val_loss: 0.0311749 | Time: 1712.8 ms [2021-12-15 12:57:42 main:574] : INFO : Epoch 1820 | loss: 0.0311406 | val_loss: 0.0311718 | Time: 1709.96 ms [2021-12-15 12:57:44 main:574] : INFO : Epoch 1821 | loss: 0.031142 | val_loss: 0.0311712 | Time: 1700.55 ms [2021-12-15 12:57:46 main:574] : INFO : Epoch 1822 | loss: 0.031137 | val_loss: 0.0311687 | Time: 1701.16 ms [2021-12-15 12:57:47 main:574] : INFO : Epoch 1823 | loss: 0.0311431 | val_loss: 0.031169 | Time: 1706.2 ms [2021-12-15 12:57:49 main:574] : INFO : Epoch 1824 | loss: 0.0311603 | val_loss: 0.0311653 | Time: 1711.05 ms [2021-12-15 12:57:51 main:574] : INFO : Epoch 1825 | loss: 0.0311519 | val_loss: 0.0311623 | Time: 1716.95 ms [2021-12-15 12:57:52 main:574] : INFO : Epoch 1826 | loss: 0.0311506 | val_loss: 0.0311623 | Time: 1710.25 ms [2021-12-15 12:57:54 main:574] : INFO : Epoch 1827 | loss: 0.0311519 | val_loss: 0.0311667 | Time: 1700.01 ms [2021-12-15 12:57:56 main:574] : INFO : Epoch 1828 | loss: 0.0311509 | val_loss: 0.031161 | Time: 1703.55 ms [2021-12-15 12:57:58 main:574] : INFO : Epoch 1829 | loss: 0.0311495 | val_loss: 0.0311647 | Time: 1699.23 ms [2021-12-15 12:57:59 main:574] : INFO : Epoch 1830 | loss: 0.0311466 | val_loss: 0.0311624 | Time: 1687.71 ms [2021-12-15 12:58:01 main:574] : INFO : Epoch 1831 | loss: 0.0311465 | val_loss: 0.0311633 | Time: 1706.79 ms [2021-12-15 12:58:03 main:574] : INFO : Epoch 1832 | loss: 0.0311444 | val_loss: 0.0311621 | Time: 1693.63 ms [2021-12-15 12:58:04 main:574] : INFO : Epoch 1833 | loss: 0.0311452 | val_loss: 0.0311611 | Time: 1714.52 ms [2021-12-15 12:58:06 main:574] : INFO : Epoch 1834 | loss: 0.0311465 | val_loss: 0.0311622 | Time: 1716.34 ms [2021-12-15 12:58:08 main:574] : INFO : Epoch 1835 | loss: 0.0311497 | val_loss: 0.0311624 | Time: 1960.28 ms [2021-12-15 12:58:10 main:574] : INFO : Epoch 1836 | loss: 0.0311454 | val_loss: 0.0311609 | Time: 1703.02 ms [2021-12-15 12:58:12 main:574] : INFO : Epoch 1837 | loss: 0.0311432 | val_loss: 0.0311604 | Time: 1698.3 ms [2021-12-15 12:58:13 main:574] : INFO : Epoch 1838 | loss: 0.0311436 | val_loss: 0.0311647 | Time: 1705.18 ms [2021-12-15 12:58:15 main:574] : INFO : Epoch 1839 | loss: 0.031144 | val_loss: 0.0311604 | Time: 1701.39 ms [2021-12-15 12:58:17 main:574] : INFO : Epoch 1840 | loss: 0.0311422 | val_loss: 0.0311634 | Time: 1718.22 ms [2021-12-15 12:58:18 main:574] : INFO : Epoch 1841 | loss: 0.0311424 | val_loss: 0.0311644 | Time: 1716.98 ms [2021-12-15 12:58:20 main:574] : INFO : Epoch 1842 | loss: 0.0311446 | val_loss: 0.0311684 | Time: 1703.77 ms [2021-12-15 12:58:22 main:574] : INFO : Epoch 1843 | loss: 0.0311427 | val_loss: 0.0311616 | Time: 1699.71 ms [2021-12-15 12:58:24 main:574] : INFO : Epoch 1844 | loss: 0.0311408 | val_loss: 0.0311623 | Time: 1706.57 ms [2021-12-15 12:58:25 main:574] : INFO : Epoch 1845 | loss: 0.031143 | val_loss: 0.0311639 | Time: 1711.38 ms [2021-12-15 12:58:27 main:574] : INFO : Epoch 1846 | loss: 0.0311392 | val_loss: 0.0311669 | Time: 1707.96 ms [2021-12-15 12:58:29 main:574] : INFO : Epoch 1847 | loss: 0.0311406 | val_loss: 0.0311672 | Time: 1709.07 ms [2021-12-15 12:58:30 main:574] : INFO : Epoch 1848 | loss: 0.0311425 | val_loss: 0.0311682 | Time: 1709.2 ms [2021-12-15 12:58:32 main:574] : INFO : Epoch 1849 | loss: 0.0311453 | val_loss: 0.0311657 | Time: 1698.18 ms [2021-12-15 12:58:34 main:574] : INFO : Epoch 1850 | loss: 0.0311429 | val_loss: 0.0311651 | Time: 1703.82 ms [2021-12-15 12:58:36 main:574] : INFO : Epoch 1851 | loss: 0.0311389 | val_loss: 0.0311629 | Time: 1705.46 ms [2021-12-15 12:58:37 main:574] : INFO : Epoch 1852 | loss: 0.0311381 | val_loss: 0.0311666 | Time: 1715 ms [2021-12-15 12:58:39 main:574] : INFO : Epoch 1853 | loss: 0.0311392 | val_loss: 0.0311633 | Time: 1713.17 ms [2021-12-15 12:58:41 main:574] : INFO : Epoch 1854 | loss: 0.0311376 | val_loss: 0.0311676 | Time: 1708.89 ms [2021-12-15 12:58:42 main:574] : INFO : Epoch 1855 | loss: 0.0311399 | val_loss: 0.0311688 | Time: 1703.49 ms [2021-12-15 12:58:44 main:574] : INFO : Epoch 1856 | loss: 0.0311381 | val_loss: 0.0311684 | Time: 1714.77 ms [2021-12-15 12:58:46 main:574] : INFO : Epoch 1857 | loss: 0.0311378 | val_loss: 0.031163 | Time: 1710.52 ms [2021-12-15 12:58:48 main:574] : INFO : Epoch 1858 | loss: 0.0311363 | val_loss: 0.0311627 | Time: 1687.25 ms [2021-12-15 12:58:49 main:574] : INFO : Epoch 1859 | loss: 0.031139 | val_loss: 0.0311639 | Time: 1699.46 ms [2021-12-15 12:58:51 main:574] : INFO : Epoch 1860 | loss: 0.0311362 | val_loss: 0.0311633 | Time: 1711.85 ms [2021-12-15 12:58:53 main:574] : INFO : Epoch 1861 | loss: 0.0311361 | val_loss: 0.0311653 | Time: 1709.08 ms [2021-12-15 12:58:54 main:574] : INFO : Epoch 1862 | loss: 0.0311369 | val_loss: 0.0311671 | Time: 1718.57 ms [2021-12-15 12:58:56 main:574] : INFO : Epoch 1863 | loss: 0.0311396 | val_loss: 0.031166 | Time: 1699.06 ms [2021-12-15 12:58:58 main:574] : INFO : Epoch 1864 | loss: 0.0311382 | val_loss: 0.0311705 | Time: 1707.87 ms [2021-12-15 12:59:00 main:574] : INFO : Epoch 1865 | loss: 0.0311363 | val_loss: 0.0311645 | Time: 1698.04 ms [2021-12-15 12:59:01 main:574] : INFO : Epoch 1866 | loss: 0.0311396 | val_loss: 0.0311683 | Time: 1704.74 ms [2021-12-15 12:59:03 main:574] : INFO : Epoch 1867 | loss: 0.0311365 | val_loss: 0.0311675 | Time: 1714.12 ms [2021-12-15 12:59:05 main:574] : INFO : Epoch 1868 | loss: 0.0311404 | val_loss: 0.0311679 | Time: 1715.8 ms [2021-12-15 12:59:06 main:574] : INFO : Epoch 1869 | loss: 0.0311385 | val_loss: 0.0311719 | Time: 1707.85 ms [2021-12-15 12:59:08 main:574] : INFO : Epoch 1870 | loss: 0.0311399 | val_loss: 0.0311628 | Time: 1698.34 ms [2021-12-15 12:59:10 main:574] : INFO : Epoch 1871 | loss: 0.0311416 | val_loss: 0.0311686 | Time: 1700.78 ms [2021-12-15 12:59:12 main:574] : INFO : Epoch 1872 | loss: 0.0311375 | val_loss: 0.0311669 | Time: 1707.49 ms [2021-12-15 12:59:13 main:574] : INFO : Epoch 1873 | loss: 0.0311337 | val_loss: 0.0311729 | Time: 1776.56 ms [2021-12-15 12:59:15 main:574] : INFO : Epoch 1874 | loss: 0.0311388 | val_loss: 0.0311659 | Time: 1717.45 ms [2021-12-15 12:59:17 main:574] : INFO : Epoch 1875 | loss: 0.031135 | val_loss: 0.0311636 | Time: 1709.39 ms [2021-12-15 12:59:19 main:574] : INFO : Epoch 1876 | loss: 0.0311348 | val_loss: 0.0311737 | Time: 1701.71 ms [2021-12-15 12:59:20 main:574] : INFO : Epoch 1877 | loss: 0.0311388 | val_loss: 0.0311678 | Time: 1704.37 ms [2021-12-15 12:59:22 main:574] : INFO : Epoch 1878 | loss: 0.0311419 | val_loss: 0.0311695 | Time: 1723.83 ms [2021-12-15 12:59:24 main:574] : INFO : Epoch 1879 | loss: 0.0311394 | val_loss: 0.0311697 | Time: 1792.57 ms [2021-12-15 12:59:26 main:574] : INFO : Epoch 1880 | loss: 0.0311402 | val_loss: 0.0311641 | Time: 1707.97 ms [2021-12-15 12:59:27 main:574] : INFO : Epoch 1881 | loss: 0.0311376 | val_loss: 0.0311665 | Time: 1713.66 ms [2021-12-15 12:59:29 main:574] : INFO : Epoch 1882 | loss: 0.0311348 | val_loss: 0.0311698 | Time: 1697.72 ms [2021-12-15 12:59:31 main:574] : INFO : Epoch 1883 | loss: 0.0311351 | val_loss: 0.0311663 | Time: 1715.57 ms [2021-12-15 12:59:32 main:574] : INFO : Epoch 1884 | loss: 0.0311357 | val_loss: 0.0311649 | Time: 1685.64 ms [2021-12-15 12:59:34 main:574] : INFO : Epoch 1885 | loss: 0.0311348 | val_loss: 0.0311687 | Time: 1707.47 ms [2021-12-15 12:59:36 main:574] : INFO : Epoch 1886 | loss: 0.0311335 | val_loss: 0.0311704 | Time: 1716.31 ms [2021-12-15 12:59:38 main:574] : INFO : Epoch 1887 | loss: 0.0311339 | val_loss: 0.0311646 | Time: 1710.54 ms [2021-12-15 12:59:39 main:574] : INFO : Epoch 1888 | loss: 0.0311322 | val_loss: 0.0311703 | Time: 1704.74 ms [2021-12-15 12:59:41 main:574] : INFO : Epoch 1889 | loss: 0.0311314 | val_loss: 0.0311672 | Time: 1705.94 ms [2021-12-15 12:59:43 main:574] : INFO : Epoch 1890 | loss: 0.0311313 | val_loss: 0.0311711 | Time: 1722.05 ms [2021-12-15 12:59:44 main:574] : INFO : Epoch 1891 | loss: 0.0311372 | val_loss: 0.0311718 | Time: 1703.48 ms [2021-12-15 12:59:46 main:574] : INFO : Epoch 1892 | loss: 0.031134 | val_loss: 0.031171 | Time: 1703.01 ms [2021-12-15 12:59:48 main:574] : INFO : Epoch 1893 | loss: 0.0311355 | val_loss: 0.0311671 | Time: 1700.78 ms [2021-12-15 12:59:50 main:574] : INFO : Epoch 1894 | loss: 0.0311537 | val_loss: 0.0311756 | Time: 1708.44 ms [2021-12-15 12:59:51 main:574] : INFO : Epoch 1895 | loss: 0.0311408 | val_loss: 0.0311752 | Time: 1705.18 ms [2021-12-15 12:59:53 main:574] : INFO : Epoch 1896 | loss: 0.0311338 | val_loss: 0.0311663 | Time: 1713.08 ms [2021-12-15 12:59:55 main:574] : INFO : Epoch 1897 | loss: 0.0311337 | val_loss: 0.0311716 | Time: 1700.51 ms [2021-12-15 12:59:56 main:574] : INFO : Epoch 1898 | loss: 0.0311336 | val_loss: 0.0311689 | Time: 1695.41 ms [2021-12-15 12:59:58 main:574] : INFO : Epoch 1899 | loss: 0.0311335 | val_loss: 0.0311671 | Time: 1749.89 ms [2021-12-15 13:00:00 main:574] : INFO : Epoch 1900 | loss: 0.0311353 | val_loss: 0.0311644 | Time: 1731.33 ms [2021-12-15 13:00:02 main:574] : INFO : Epoch 1901 | loss: 0.0311351 | val_loss: 0.0311757 | Time: 1755.68 ms [2021-12-15 13:00:03 main:574] : INFO : Epoch 1902 | loss: 0.0311314 | val_loss: 0.0311686 | Time: 1711.65 ms [2021-12-15 13:00:05 main:574] : INFO : Epoch 1903 | loss: 0.0311348 | val_loss: 0.0311685 | Time: 1710.25 ms [2021-12-15 13:00:07 main:574] : INFO : Epoch 1904 | loss: 0.0311411 | val_loss: 0.0311745 | Time: 1694.1 ms [2021-12-15 13:00:09 main:574] : INFO : Epoch 1905 | loss: 0.0311361 | val_loss: 0.0311785 | Time: 1704.58 ms [2021-12-15 13:00:10 main:574] : INFO : Epoch 1906 | loss: 0.0311337 | val_loss: 0.0311722 | Time: 1703.56 ms [2021-12-15 13:00:12 main:574] : INFO : Epoch 1907 | loss: 0.0311314 | val_loss: 0.0311679 | Time: 1717.27 ms [2021-12-15 13:00:14 main:574] : INFO : Epoch 1908 | loss: 0.0311301 | val_loss: 0.0311713 | Time: 1714.03 ms [2021-12-15 13:00:15 main:574] : INFO : Epoch 1909 | loss: 0.0311285 | val_loss: 0.0311731 | Time: 1704.28 ms [2021-12-15 13:00:17 main:574] : INFO : Epoch 1910 | loss: 0.0311263 | val_loss: 0.0311693 | Time: 1698.64 ms [2021-12-15 13:00:19 main:574] : INFO : Epoch 1911 | loss: 0.0311282 | val_loss: 0.0311731 | Time: 1703.17 ms [2021-12-15 13:00:21 main:574] : INFO : Epoch 1912 | loss: 0.0311311 | val_loss: 0.0311683 | Time: 1704.77 ms [2021-12-15 13:00:22 main:574] : INFO : Epoch 1913 | loss: 0.0311311 | val_loss: 0.0311824 | Time: 1725.03 ms [2021-12-15 13:00:24 main:574] : INFO : Epoch 1914 | loss: 0.0311288 | val_loss: 0.0311702 | Time: 1719.75 ms [2021-12-15 13:00:26 main:574] : INFO : Epoch 1915 | loss: 0.0311318 | val_loss: 0.0311705 | Time: 1707.62 ms [2021-12-15 13:00:27 main:574] : INFO : Epoch 1916 | loss: 0.0311327 | val_loss: 0.0311687 | Time: 1713.39 ms [2021-12-15 13:00:29 main:574] : INFO : Epoch 1917 | loss: 0.0311332 | val_loss: 0.031177 | Time: 1709.58 ms [2021-12-15 13:00:31 main:574] : INFO : Epoch 1918 | loss: 0.0311361 | val_loss: 0.0311731 | Time: 1726.42 ms [2021-12-15 13:00:33 main:574] : INFO : Epoch 1919 | loss: 0.0311365 | val_loss: 0.0311721 | Time: 1706.63 ms [2021-12-15 13:00:34 main:574] : INFO : Epoch 1920 | loss: 0.0311363 | val_loss: 0.0311718 | Time: 1710.79 ms [2021-12-15 13:00:36 main:574] : INFO : Epoch 1921 | loss: 0.0311314 | val_loss: 0.0311678 | Time: 1694.32 ms [2021-12-15 13:00:38 main:574] : INFO : Epoch 1922 | loss: 0.0311315 | val_loss: 0.0311745 | Time: 1705.21 ms [2021-12-15 13:00:40 main:574] : INFO : Epoch 1923 | loss: 0.0311307 | val_loss: 0.0311737 | Time: 1694.15 ms [2021-12-15 13:00:41 main:574] : INFO : Epoch 1924 | loss: 0.0311271 | val_loss: 0.0311727 | Time: 1709.65 ms [2021-12-15 13:00:43 main:574] : INFO : Epoch 1925 | loss: 0.0311294 | val_loss: 0.0311726 | Time: 1705.03 ms [2021-12-15 13:00:45 main:574] : INFO : Epoch 1926 | loss: 0.0311317 | val_loss: 0.0311731 | Time: 1738.91 ms [2021-12-15 13:00:46 main:574] : INFO : Epoch 1927 | loss: 0.0311328 | val_loss: 0.0311862 | Time: 1709.81 ms [2021-12-15 13:00:48 main:574] : INFO : Epoch 1928 | loss: 0.0311313 | val_loss: 0.0311765 | Time: 1715.44 ms [2021-12-15 13:00:50 main:574] : INFO : Epoch 1929 | loss: 0.0311326 | val_loss: 0.0311688 | Time: 1717.74 ms [2021-12-15 13:00:52 main:574] : INFO : Epoch 1930 | loss: 0.0311327 | val_loss: 0.0311795 | Time: 1705.53 ms [2021-12-15 13:00:53 main:574] : INFO : Epoch 1931 | loss: 0.03113 | val_loss: 0.0311731 | Time: 1705.82 ms [2021-12-15 13:00:55 main:574] : INFO : Epoch 1932 | loss: 0.0311297 | val_loss: 0.0311735 | Time: 1701.54 ms [2021-12-15 13:00:57 main:574] : INFO : Epoch 1933 | loss: 0.0311286 | val_loss: 0.031174 | Time: 1709.48 ms [2021-12-15 13:00:58 main:574] : INFO : Epoch 1934 | loss: 0.0311298 | val_loss: 0.0311756 | Time: 1713.23 ms [2021-12-15 13:01:00 main:574] : INFO : Epoch 1935 | loss: 0.031136 | val_loss: 0.0311765 | Time: 1695.8 ms [2021-12-15 13:01:02 main:574] : INFO : Epoch 1936 | loss: 0.0311326 | val_loss: 0.0311761 | Time: 1703.59 ms [2021-12-15 13:01:04 main:574] : INFO : Epoch 1937 | loss: 0.0311295 | val_loss: 0.031172 | Time: 1698.75 ms [2021-12-15 13:01:05 main:574] : INFO : Epoch 1938 | loss: 0.0311275 | val_loss: 0.0311776 | Time: 1699.94 ms [2021-12-15 13:01:07 main:574] : INFO : Epoch 1939 | loss: 0.0311305 | val_loss: 0.0311719 | Time: 1706.24 ms [2021-12-15 13:01:09 main:574] : INFO : Epoch 1940 | loss: 0.0311303 | val_loss: 0.031175 | Time: 1713.58 ms [2021-12-15 13:01:10 main:574] : INFO : Epoch 1941 | loss: 0.0311305 | val_loss: 0.0311761 | Time: 1716.12 ms [2021-12-15 13:01:12 main:574] : INFO : Epoch 1942 | loss: 0.0311306 | val_loss: 0.0311741 | Time: 1712.69 ms [2021-12-15 13:01:14 main:574] : INFO : Epoch 1943 | loss: 0.0311298 | val_loss: 0.0311746 | Time: 1722.03 ms [2021-12-15 13:01:16 main:574] : INFO : Epoch 1944 | loss: 0.0311355 | val_loss: 0.0311721 | Time: 1690.92 ms [2021-12-15 13:01:17 main:574] : INFO : Epoch 1945 | loss: 0.0311417 | val_loss: 0.0311703 | Time: 1724.02 ms [2021-12-15 13:01:19 main:574] : INFO : Epoch 1946 | loss: 0.0311351 | val_loss: 0.0311615 | Time: 1718.53 ms [2021-12-15 13:01:21 main:574] : INFO : Epoch 1947 | loss: 0.0311298 | val_loss: 0.0311715 | Time: 1705.47 ms [2021-12-15 13:01:23 main:574] : INFO : Epoch 1948 | loss: 0.031129 | val_loss: 0.0311684 | Time: 1714.87 ms [2021-12-15 13:01:24 main:574] : INFO : Epoch 1949 | loss: 0.031127 | val_loss: 0.0311799 | Time: 1711.43 ms [2021-12-15 13:01:26 main:574] : INFO : Epoch 1950 | loss: 0.0311265 | val_loss: 0.0311719 | Time: 1708.02 ms [2021-12-15 13:01:28 main:574] : INFO : Epoch 1951 | loss: 0.0311245 | val_loss: 0.0311753 | Time: 1699.58 ms [2021-12-15 13:01:29 main:574] : INFO : Epoch 1952 | loss: 0.0311253 | val_loss: 0.0311913 | Time: 1700.84 ms [2021-12-15 13:01:31 main:574] : INFO : Epoch 1953 | loss: 0.031129 | val_loss: 0.0311664 | Time: 1697.98 ms [2021-12-15 13:01:33 main:574] : INFO : Epoch 1954 | loss: 0.031129 | val_loss: 0.031177 | Time: 1716.2 ms [2021-12-15 13:01:35 main:574] : INFO : Epoch 1955 | loss: 0.0311277 | val_loss: 0.0311755 | Time: 1706.31 ms [2021-12-15 13:01:36 main:574] : INFO : Epoch 1956 | loss: 0.0311273 | val_loss: 0.031176 | Time: 1734.61 ms [2021-12-15 13:01:38 main:574] : INFO : Epoch 1957 | loss: 0.0311305 | val_loss: 0.0311771 | Time: 1716.74 ms [2021-12-15 13:01:40 main:574] : INFO : Epoch 1958 | loss: 0.0311257 | val_loss: 0.0311754 | Time: 1700.3 ms [2021-12-15 13:01:41 main:574] : INFO : Epoch 1959 | loss: 0.0311275 | val_loss: 0.0311736 | Time: 1701.95 ms [2021-12-15 13:01:43 main:574] : INFO : Epoch 1960 | loss: 0.0311285 | val_loss: 0.0311851 | Time: 1704.14 ms [2021-12-15 13:01:45 main:574] : INFO : Epoch 1961 | loss: 0.0311274 | val_loss: 0.0311785 | Time: 1739.8 ms [2021-12-15 13:01:47 main:574] : INFO : Epoch 1962 | loss: 0.0311217 | val_loss: 0.0311728 | Time: 1712.04 ms [2021-12-15 13:01:48 main:574] : INFO : Epoch 1963 | loss: 0.0311234 | val_loss: 0.0311763 | Time: 1704.45 ms [2021-12-15 13:01:50 main:574] : INFO : Epoch 1964 | loss: 0.0311204 | val_loss: 0.031181 | Time: 1701.14 ms [2021-12-15 13:01:52 main:574] : INFO : Epoch 1965 | loss: 0.0311219 | val_loss: 0.0311783 | Time: 1700.7 ms [2021-12-15 13:01:54 main:574] : INFO : Epoch 1966 | loss: 0.0311228 | val_loss: 0.0311707 | Time: 1709.5 ms [2021-12-15 13:01:55 main:574] : INFO : Epoch 1967 | loss: 0.0311292 | val_loss: 0.0311771 | Time: 1703.8 ms [2021-12-15 13:01:57 main:574] : INFO : Epoch 1968 | loss: 0.0311294 | val_loss: 0.0311853 | Time: 1716.42 ms [2021-12-15 13:01:59 main:574] : INFO : Epoch 1969 | loss: 0.0311252 | val_loss: 0.0311737 | Time: 1709.43 ms [2021-12-15 13:02:00 main:574] : INFO : Epoch 1970 | loss: 0.0311247 | val_loss: 0.0311753 | Time: 1708.9 ms [2021-12-15 13:02:02 main:574] : INFO : Epoch 1971 | loss: 0.0311221 | val_loss: 0.0311926 | Time: 1705.45 ms [2021-12-15 13:02:04 main:574] : INFO : Epoch 1972 | loss: 0.031129 | val_loss: 0.0311758 | Time: 1695.07 ms [2021-12-15 13:02:06 main:574] : INFO : Epoch 1973 | loss: 0.0311232 | val_loss: 0.0311772 | Time: 1705.31 ms [2021-12-15 13:02:08 main:574] : INFO : Epoch 1974 | loss: 0.0311257 | val_loss: 0.0311769 | Time: 2002.14 ms [2021-12-15 13:02:09 main:574] : INFO : Epoch 1975 | loss: 0.0311277 | val_loss: 0.0311797 | Time: 1725.65 ms [2021-12-15 13:02:11 main:574] : INFO : Epoch 1976 | loss: 0.0311234 | val_loss: 0.0311852 | Time: 1713.38 ms [2021-12-15 13:02:13 main:574] : INFO : Epoch 1977 | loss: 0.0311225 | val_loss: 0.0311828 | Time: 1700.23 ms [2021-12-15 13:02:14 main:574] : INFO : Epoch 1978 | loss: 0.0311217 | val_loss: 0.0311858 | Time: 1705.6 ms [2021-12-15 13:02:16 main:574] : INFO : Epoch 1979 | loss: 0.0311287 | val_loss: 0.0311793 | Time: 1703.38 ms [2021-12-15 13:02:18 main:574] : INFO : Epoch 1980 | loss: 0.0311273 | val_loss: 0.0311762 | Time: 1703.98 ms [2021-12-15 13:02:20 main:574] : INFO : Epoch 1981 | loss: 0.031129 | val_loss: 0.0311778 | Time: 1717.1 ms [2021-12-15 13:02:21 main:574] : INFO : Epoch 1982 | loss: 0.0311281 | val_loss: 0.0311752 | Time: 1703.65 ms [2021-12-15 13:02:23 main:574] : INFO : Epoch 1983 | loss: 0.0311387 | val_loss: 0.0311844 | Time: 1711.16 ms [2021-12-15 13:02:25 main:574] : INFO : Epoch 1984 | loss: 0.0311343 | val_loss: 0.0311789 | Time: 1705.38 ms [2021-12-15 13:02:27 main:574] : INFO : Epoch 1985 | loss: 0.0311298 | val_loss: 0.0311756 | Time: 1713.81 ms [2021-12-15 13:02:28 main:574] : INFO : Epoch 1986 | loss: 0.0311278 | val_loss: 0.0311766 | Time: 1700.2 ms [2021-12-15 13:02:30 main:574] : INFO : Epoch 1987 | loss: 0.0311248 | val_loss: 0.0311845 | Time: 1700.36 ms [2021-12-15 13:02:32 main:574] : INFO : Epoch 1988 | loss: 0.0311226 | val_loss: 0.0311741 | Time: 1702.15 ms [2021-12-15 13:02:33 main:574] : INFO : Epoch 1989 | loss: 0.0311233 | val_loss: 0.0311756 | Time: 1711.71 ms [2021-12-15 13:02:35 main:574] : INFO : Epoch 1990 | loss: 0.0311242 | val_loss: 0.0311778 | Time: 1709.15 ms [2021-12-15 13:02:37 main:574] : INFO : Epoch 1991 | loss: 0.0311197 | val_loss: 0.0311854 | Time: 1712.25 ms [2021-12-15 13:02:39 main:574] : INFO : Epoch 1992 | loss: 0.0311193 | val_loss: 0.0311778 | Time: 1704.97 ms [2021-12-15 13:02:40 main:574] : INFO : Epoch 1993 | loss: 0.0311227 | val_loss: 0.0311802 | Time: 1696.45 ms [2021-12-15 13:02:42 main:574] : INFO : Epoch 1994 | loss: 0.0311401 | val_loss: 0.0311914 | Time: 1698.95 ms [2021-12-15 13:02:44 main:574] : INFO : Epoch 1995 | loss: 0.0311378 | val_loss: 0.0311793 | Time: 1713.8 ms [2021-12-15 13:02:45 main:574] : INFO : Epoch 1996 | loss: 0.0311275 | val_loss: 0.0311787 | Time: 1716.83 ms [2021-12-15 13:02:47 main:574] : INFO : Epoch 1997 | loss: 0.0311236 | val_loss: 0.0311775 | Time: 1713.98 ms [2021-12-15 13:02:49 main:574] : INFO : Epoch 1998 | loss: 0.0311234 | val_loss: 0.0311774 | Time: 1703.2 ms [2021-12-15 13:02:51 main:574] : INFO : Epoch 1999 | loss: 0.0311234 | val_loss: 0.0311854 | Time: 1706.97 ms [2021-12-15 13:02:52 main:574] : INFO : Epoch 2000 | loss: 0.0311236 | val_loss: 0.0311823 | Time: 1705.16 ms [2021-12-15 13:02:54 main:574] : INFO : Epoch 2001 | loss: 0.0311214 | val_loss: 0.0311784 | Time: 1709.7 ms [2021-12-15 13:02:56 main:574] : INFO : Epoch 2002 | loss: 0.0311203 | val_loss: 0.0311719 | Time: 1715.14 ms [2021-12-15 13:02:57 main:574] : INFO : Epoch 2003 | loss: 0.0311189 | val_loss: 0.0311926 | Time: 1701.31 ms [2021-12-15 13:02:59 main:574] : INFO : Epoch 2004 | loss: 0.0311218 | val_loss: 0.0311808 | Time: 1714.42 ms [2021-12-15 13:03:01 main:574] : INFO : Epoch 2005 | loss: 0.0311254 | val_loss: 0.0311801 | Time: 1713.87 ms [2021-12-15 13:03:03 main:574] : INFO : Epoch 2006 | loss: 0.0311217 | val_loss: 0.0311868 | Time: 1716.11 ms [2021-12-15 13:03:04 main:574] : INFO : Epoch 2007 | loss: 0.0311206 | val_loss: 0.0311768 | Time: 1708.13 ms [2021-12-15 13:03:06 main:574] : INFO : Epoch 2008 | loss: 0.031121 | val_loss: 0.03118 | Time: 1704.64 ms [2021-12-15 13:03:08 main:574] : INFO : Epoch 2009 | loss: 0.0311193 | val_loss: 0.0311766 | Time: 1702.88 ms [2021-12-15 13:03:09 main:574] : INFO : Epoch 2010 | loss: 0.031156 | val_loss: 0.0311765 | Time: 1712.89 ms [2021-12-15 13:03:11 main:574] : INFO : Epoch 2011 | loss: 0.03116 | val_loss: 0.0311735 | Time: 1713.9 ms [2021-12-15 13:03:13 main:574] : INFO : Epoch 2012 | loss: 0.0311522 | val_loss: 0.0311765 | Time: 1715.29 ms [2021-12-15 13:03:15 main:574] : INFO : Epoch 2013 | loss: 0.0311502 | val_loss: 0.0311705 | Time: 1724.34 ms [2021-12-15 13:03:16 main:574] : INFO : Epoch 2014 | loss: 0.0311434 | val_loss: 0.0311702 | Time: 1697.81 ms [2021-12-15 13:03:18 main:574] : INFO : Epoch 2015 | loss: 0.0311414 | val_loss: 0.0311689 | Time: 1703.19 ms [2021-12-15 13:03:20 main:574] : INFO : Epoch 2016 | loss: 0.0311362 | val_loss: 0.0311711 | Time: 1708.92 ms [2021-12-15 13:03:22 main:574] : INFO : Epoch 2017 | loss: 0.0311354 | val_loss: 0.0311692 | Time: 1714.25 ms [2021-12-15 13:03:23 main:574] : INFO : Epoch 2018 | loss: 0.0311335 | val_loss: 0.0311705 | Time: 1719.08 ms [2021-12-15 13:03:25 main:574] : INFO : Epoch 2019 | loss: 0.03113 | val_loss: 0.0311726 | Time: 1713.22 ms [2021-12-15 13:03:27 main:574] : INFO : Epoch 2020 | loss: 0.0311306 | val_loss: 0.0311718 | Time: 1704.63 ms [2021-12-15 13:03:28 main:574] : INFO : Epoch 2021 | loss: 0.0311285 | val_loss: 0.0311767 | Time: 1702.12 ms [2021-12-15 13:03:30 main:574] : INFO : Epoch 2022 | loss: 0.0311236 | val_loss: 0.031175 | Time: 1706.99 ms [2021-12-15 13:03:32 main:574] : INFO : Epoch 2023 | loss: 0.0311235 | val_loss: 0.0311773 | Time: 1714.78 ms [2021-12-15 13:03:34 main:574] : INFO : Epoch 2024 | loss: 0.0311256 | val_loss: 0.0311822 | Time: 1708.53 ms [2021-12-15 13:03:35 main:574] : INFO : Epoch 2025 | loss: 0.0311249 | val_loss: 0.0311736 | Time: 1707.61 ms [2021-12-15 13:03:37 main:574] : INFO : Epoch 2026 | loss: 0.0311232 | val_loss: 0.031178 | Time: 1697.84 ms [2021-12-15 13:03:39 main:574] : INFO : Epoch 2027 | loss: 0.0311217 | val_loss: 0.0311783 | Time: 1703.83 ms [2021-12-15 13:03:40 main:574] : INFO : Epoch 2028 | loss: 0.0311233 | val_loss: 0.0311752 | Time: 1704.38 ms [2021-12-15 13:03:42 main:574] : INFO : Epoch 2029 | loss: 0.0311221 | val_loss: 0.0311767 | Time: 1709.5 ms [2021-12-15 13:03:44 main:574] : INFO : Epoch 2030 | loss: 0.0311221 | val_loss: 0.0311791 | Time: 1709.61 ms [2021-12-15 13:03:46 main:574] : INFO : Epoch 2031 | loss: 0.031128 | val_loss: 0.0311686 | Time: 1704.21 ms [2021-12-15 13:03:47 main:574] : INFO : Epoch 2032 | loss: 0.0311361 | val_loss: 0.0311693 | Time: 1699.86 ms [2021-12-15 13:03:49 main:574] : INFO : Epoch 2033 | loss: 0.0311325 | val_loss: 0.0311744 | Time: 1713.47 ms [2021-12-15 13:03:51 main:574] : INFO : Epoch 2034 | loss: 0.0311317 | val_loss: 0.0311822 | Time: 1702.62 ms [2021-12-15 13:03:52 main:574] : INFO : Epoch 2035 | loss: 0.0311279 | val_loss: 0.0311743 | Time: 1712.45 ms [2021-12-15 13:03:54 main:574] : INFO : Epoch 2036 | loss: 0.0311267 | val_loss: 0.0311762 | Time: 1692.98 ms [2021-12-15 13:03:56 main:574] : INFO : Epoch 2037 | loss: 0.0311225 | val_loss: 0.0311789 | Time: 1718.29 ms [2021-12-15 13:03:58 main:574] : INFO : Epoch 2038 | loss: 0.0311193 | val_loss: 0.0311733 | Time: 1696.4 ms [2021-12-15 13:03:59 main:574] : INFO : Epoch 2039 | loss: 0.0311176 | val_loss: 0.0311718 | Time: 1704.76 ms [2021-12-15 13:04:01 main:574] : INFO : Epoch 2040 | loss: 0.0311164 | val_loss: 0.0311807 | Time: 1700.73 ms [2021-12-15 13:04:03 main:574] : INFO : Epoch 2041 | loss: 0.0311205 | val_loss: 0.031175 | Time: 1723.58 ms [2021-12-15 13:04:04 main:574] : INFO : Epoch 2042 | loss: 0.0311239 | val_loss: 0.0311781 | Time: 1707.03 ms [2021-12-15 13:04:06 main:574] : INFO : Epoch 2043 | loss: 0.0311194 | val_loss: 0.0311766 | Time: 1719.91 ms [2021-12-15 13:04:08 main:574] : INFO : Epoch 2044 | loss: 0.0311209 | val_loss: 0.031177 | Time: 1700.17 ms [2021-12-15 13:04:10 main:574] : INFO : Epoch 2045 | loss: 0.0311185 | val_loss: 0.0311781 | Time: 1723.57 ms [2021-12-15 13:04:11 main:574] : INFO : Epoch 2046 | loss: 0.0311176 | val_loss: 0.0311789 | Time: 1706.66 ms [2021-12-15 13:04:13 main:574] : INFO : Epoch 2047 | loss: 0.0311135 | val_loss: 0.0311832 | Time: 1705.99 ms [2021-12-15 13:04:15 main:574] : INFO : Epoch 2048 | loss: 0.0311183 | val_loss: 0.0311767 | Time: 1700.19 ms [2021-12-15 13:04:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311767 [2021-12-15 13:04:15 main:603] : INFO : Saving end state to config to file [2021-12-15 13:04:15 main:608] : INFO : Success, exiting.. 13:04:15 (5000): 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)