Task 10171894
| Name | ParityModified-1638632699-17028-2-0_0 |
| Workunit | 7539162 |
| Created | 25 Dec 2021, 8:06:00 UTC |
| Sent | 12 Jan 2022, 6:12:58 UTC |
| Report deadline | 20 Jan 2022, 6:12:58 UTC |
| Received | 13 Jan 2022, 3:44:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 39 min 59 sec |
| CPU time | 1 hours 39 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.80 GB |
| Peak swap size | 4.69 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: 0.0310842 | val_loss: 0.03116 | Time: 1625.12 ms
[2022-01-12 14:53:46 main:574] : INFO : Epoch 1543 | loss: 0.0310877 | val_loss: 0.0311696 | Time: 1621.94 ms
[2022-01-12 14:53:48 main:574] : INFO : Epoch 1544 | loss: 0.0310877 | val_loss: 0.0311643 | Time: 1574.72 ms
[2022-01-12 14:53:49 main:574] : INFO : Epoch 1545 | loss: 0.0310793 | val_loss: 0.0311657 | Time: 1668.53 ms
[2022-01-12 14:53:51 main:574] : INFO : Epoch 1546 | loss: 0.0310807 | val_loss: 0.0311519 | Time: 1547.14 ms
[2022-01-12 14:53:52 main:574] : INFO : Epoch 1547 | loss: 0.0310814 | val_loss: 0.0311634 | Time: 1534.17 ms
[2022-01-12 14:53:54 main:574] : INFO : Epoch 1548 | loss: 0.0310768 | val_loss: 0.031152 | Time: 1576.39 ms
[2022-01-12 14:53:55 main:574] : INFO : Epoch 1549 | loss: 0.031081 | val_loss: 0.0311608 | Time: 1565.55 ms
[2022-01-12 14:53:57 main:574] : INFO : Epoch 1550 | loss: 0.0310819 | val_loss: 0.0311542 | Time: 1631.1 ms
[2022-01-12 14:53:59 main:574] : INFO : Epoch 1551 | loss: 0.0310807 | val_loss: 0.0311587 | Time: 1587.11 ms
[2022-01-12 14:54:00 main:574] : INFO : Epoch 1552 | loss: 0.0310737 | val_loss: 0.0311569 | Time: 1576.11 ms
[2022-01-12 14:54:02 main:574] : INFO : Epoch 1553 | loss: 0.0310715 | val_loss: 0.0311628 | Time: 1563.35 ms
[2022-01-12 14:54:03 main:574] : INFO : Epoch 1554 | loss: 0.0310723 | val_loss: 0.0311562 | Time: 1533.43 ms
[2022-01-12 14:54:05 main:574] : INFO : Epoch 1555 | loss: 0.0310776 | val_loss: 0.0311585 | Time: 1592.84 ms
[2022-01-12 14:54:07 main:574] : INFO : Epoch 1556 | loss: 0.0310792 | val_loss: 0.0311571 | Time: 1573.23 ms
[2022-01-12 14:54:08 main:574] : INFO : Epoch 1557 | loss: 0.0310828 | val_loss: 0.0311601 | Time: 1585.86 ms
[2022-01-12 14:54:10 main:574] : INFO : Epoch 1558 | loss: 0.0310789 | val_loss: 0.0311543 | Time: 1561.12 ms
[2022-01-12 14:54:11 main:574] : INFO : Epoch 1559 | loss: 0.0310794 | val_loss: 0.0311625 | Time: 1549.09 ms
[2022-01-12 14:54:13 main:574] : INFO : Epoch 1560 | loss: 0.0310796 | val_loss: 0.031156 | Time: 1562.76 ms
[2022-01-12 14:54:14 main:574] : INFO : Epoch 1561 | loss: 0.0310757 | val_loss: 0.031174 | Time: 1545.74 ms
[2022-01-12 14:54:16 main:574] : INFO : Epoch 1562 | loss: 0.0310732 | val_loss: 0.0311705 | Time: 1569.71 ms
[2022-01-12 14:54:17 main:574] : INFO : Epoch 1563 | loss: 0.0310707 | val_loss: 0.0311568 | Time: 1566.7 ms
[2022-01-12 14:54:19 main:574] : INFO : Epoch 1564 | loss: 0.0310679 | val_loss: 0.0311706 | Time: 1598.35 ms
[2022-01-12 14:54:21 main:574] : INFO : Epoch 1565 | loss: 0.0310672 | val_loss: 0.0311656 | Time: 1577.17 ms
[2022-01-12 14:54:22 main:574] : INFO : Epoch 1566 | loss: 0.0310701 | val_loss: 0.0311712 | Time: 1541.78 ms
[2022-01-12 14:54:24 main:574] : INFO : Epoch 1567 | loss: 0.031071 | val_loss: 0.0311699 | Time: 1588.71 ms
[2022-01-12 14:54:25 main:574] : INFO : Epoch 1568 | loss: 0.0310693 | val_loss: 0.0311669 | Time: 1572.05 ms
[2022-01-12 14:54:27 main:574] : INFO : Epoch 1569 | loss: 0.031072 | val_loss: 0.0311611 | Time: 1566.45 ms
[2022-01-12 14:54:29 main:574] : INFO : Epoch 1570 | loss: 0.0310727 | val_loss: 0.0311657 | Time: 1597.65 ms
[2022-01-12 14:54:30 main:574] : INFO : Epoch 1571 | loss: 0.0310702 | val_loss: 0.0311707 | Time: 1561.79 ms
[2022-01-12 14:54:32 main:574] : INFO : Epoch 1572 | loss: 0.0310679 | val_loss: 0.0311627 | Time: 1610.68 ms
[2022-01-12 14:54:33 main:574] : INFO : Epoch 1573 | loss: 0.0310655 | val_loss: 0.0311592 | Time: 1603.72 ms
[2022-01-12 14:54:35 main:574] : INFO : Epoch 1574 | loss: 0.0310673 | val_loss: 0.0311703 | Time: 1550.7 ms
[2022-01-12 14:54:36 main:574] : INFO : Epoch 1575 | loss: 0.031071 | val_loss: 0.0311685 | Time: 1507.47 ms
[2022-01-12 14:54:38 main:574] : INFO : Epoch 1576 | loss: 0.0310717 | val_loss: 0.0311625 | Time: 1568.95 ms
[2022-01-12 14:54:40 main:574] : INFO : Epoch 1577 | loss: 0.0310748 | val_loss: 0.0311694 | Time: 1562.59 ms
[2022-01-12 14:54:41 main:574] : INFO : Epoch 1578 | loss: 0.0310714 | val_loss: 0.0311737 | Time: 1629.44 ms
[2022-01-12 14:54:43 main:574] : INFO : Epoch 1579 | loss: 0.031071 | val_loss: 0.031178 | Time: 1561.4 ms
[2022-01-12 14:54:44 main:574] : INFO : Epoch 1580 | loss: 0.031073 | val_loss: 0.0311657 | Time: 1635.82 ms
[2022-01-12 14:54:46 main:574] : INFO : Epoch 1581 | loss: 0.0310854 | val_loss: 0.0311636 | Time: 1617.29 ms
[2022-01-12 14:54:48 main:574] : INFO : Epoch 1582 | loss: 0.0310867 | val_loss: 0.0311585 | Time: 1574.66 ms
[2022-01-12 14:54:49 main:574] : INFO : Epoch 1583 | loss: 0.0310836 | val_loss: 0.0311589 | Time: 1521.3 ms
[2022-01-12 14:54:51 main:574] : INFO : Epoch 1584 | loss: 0.0310783 | val_loss: 0.0311595 | Time: 1543.6 ms
[2022-01-12 14:54:52 main:574] : INFO : Epoch 1585 | loss: 0.031075 | val_loss: 0.0311591 | Time: 1576.48 ms
[2022-01-12 14:54:54 main:574] : INFO : Epoch 1586 | loss: 0.0310768 | val_loss: 0.0311564 | Time: 1579.42 ms
[2022-01-12 14:54:55 main:574] : INFO : Epoch 1587 | loss: 0.0310731 | val_loss: 0.0311574 | Time: 1515.65 ms
[2022-01-12 14:54:57 main:574] : INFO : Epoch 1588 | loss: 0.0310742 | val_loss: 0.0311651 | Time: 1566.48 ms
[2022-01-12 14:54:58 main:574] : INFO : Epoch 1589 | loss: 0.0310711 | val_loss: 0.0311559 | Time: 1585.59 ms
[2022-01-12 14:55:00 main:574] : INFO : Epoch 1590 | loss: 0.0310725 | val_loss: 0.0311685 | Time: 1596.84 ms
[2022-01-12 14:55:02 main:574] : INFO : Epoch 1591 | loss: 0.031072 | val_loss: 0.0311678 | Time: 1551.47 ms
[2022-01-12 14:55:03 main:574] : INFO : Epoch 1592 | loss: 0.0310726 | val_loss: 0.0311623 | Time: 1590.55 ms
[2022-01-12 14:55:05 main:574] : INFO : Epoch 1593 | loss: 0.0310703 | val_loss: 0.0311593 | Time: 1597.5 ms
[2022-01-12 14:55:06 main:574] : INFO : Epoch 1594 | loss: 0.0310687 | val_loss: 0.031157 | Time: 1592.22 ms
[2022-01-12 14:55:08 main:574] : INFO : Epoch 1595 | loss: 0.0310713 | val_loss: 0.0311586 | Time: 1569.78 ms
[2022-01-12 14:55:10 main:574] : INFO : Epoch 1596 | loss: 0.0310723 | val_loss: 0.0311671 | Time: 1605.11 ms
[2022-01-12 14:55:11 main:574] : INFO : Epoch 1597 | loss: 0.0310727 | val_loss: 0.0311571 | Time: 1560.32 ms
[2022-01-12 14:55:13 main:574] : INFO : Epoch 1598 | loss: 0.0310676 | val_loss: 0.0311613 | Time: 1580.69 ms
[2022-01-12 14:55:14 main:574] : INFO : Epoch 1599 | loss: 0.0310685 | val_loss: 0.0311696 | Time: 1624.2 ms
[2022-01-12 14:55:16 main:574] : INFO : Epoch 1600 | loss: 0.0310681 | val_loss: 0.031161 | Time: 1565.88 ms
[2022-01-12 14:55:18 main:574] : INFO : Epoch 1601 | loss: 0.0310664 | val_loss: 0.0311699 | Time: 1604.54 ms
[2022-01-12 14:55:19 main:574] : INFO : Epoch 1602 | loss: 0.0310685 | val_loss: 0.0311649 | Time: 1570.2 ms
[2022-01-12 14:55:21 main:574] : INFO : Epoch 1603 | loss: 0.0310652 | val_loss: 0.0311589 | Time: 1581.86 ms
[2022-01-12 14:55:22 main:574] : INFO : Epoch 1604 | loss: 0.0310657 | val_loss: 0.0311665 | Time: 1560.69 ms
[2022-01-12 14:55:24 main:574] : INFO : Epoch 1605 | loss: 0.031064 | val_loss: 0.0311711 | Time: 1630.1 ms
[2022-01-12 14:55:25 main:574] : INFO : Epoch 1606 | loss: 0.0310622 | val_loss: 0.0311652 | Time: 1531.85 ms
[2022-01-12 14:55:27 main:574] : INFO : Epoch 1607 | loss: 0.0310658 | val_loss: 0.0311757 | Time: 1594.43 ms
[2022-01-12 14:55:29 main:574] : INFO : Epoch 1608 | loss: 0.031069 | val_loss: 0.0311722 | Time: 1543.09 ms
[2022-01-12 14:55:30 main:574] : INFO : Epoch 1609 | loss: 0.0310715 | val_loss: 0.0311778 | Time: 1618.64 ms
[2022-01-12 14:55:32 main:574] : INFO : Epoch 1610 | loss: 0.0310689 | val_loss: 0.0311687 | Time: 1547.16 ms
[2022-01-12 14:55:33 main:574] : INFO : Epoch 1611 | loss: 0.031082 | val_loss: 0.0311652 | Time: 1562.89 ms
[2022-01-12 14:55:35 main:574] : INFO : Epoch 1612 | loss: 0.0310851 | val_loss: 0.0311579 | Time: 1527.53 ms
[2022-01-12 14:55:36 main:574] : INFO : Epoch 1613 | loss: 0.031085 | val_loss: 0.0311643 | Time: 1565.24 ms
[2022-01-12 14:55:38 main:574] : INFO : Epoch 1614 | loss: 0.0310816 | val_loss: 0.0311724 | Time: 1598.98 ms
[2022-01-12 14:55:40 main:574] : INFO : Epoch 1615 | loss: 0.0310764 | val_loss: 0.0311581 | Time: 1551.91 ms
[2022-01-12 14:55:41 main:574] : INFO : Epoch 1616 | loss: 0.0310718 | val_loss: 0.0311617 | Time: 1513.32 ms
[2022-01-12 14:55:43 main:574] : INFO : Epoch 1617 | loss: 0.031067 | val_loss: 0.0311768 | Time: 1552.79 ms
[2022-01-12 14:55:44 main:574] : INFO : Epoch 1618 | loss: 0.0310711 | val_loss: 0.0311589 | Time: 1551.77 ms
[2022-01-12 14:55:46 main:574] : INFO : Epoch 1619 | loss: 0.0310863 | val_loss: 0.0311449 | Time: 1579.53 ms
[2022-01-12 14:55:47 main:574] : INFO : Epoch 1620 | loss: 0.0311012 | val_loss: 0.0311573 | Time: 1498.51 ms
[2022-01-12 14:55:49 main:574] : INFO : Epoch 1621 | loss: 0.0310915 | val_loss: 0.03115 | Time: 1580.2 ms
[2022-01-12 14:55:50 main:574] : INFO : Epoch 1622 | loss: 0.0310787 | val_loss: 0.0311636 | Time: 1642.73 ms
[2022-01-12 14:55:52 main:574] : INFO : Epoch 1623 | loss: 0.0310784 | val_loss: 0.0311551 | Time: 1578.34 ms
[2022-01-12 14:55:54 main:574] : INFO : Epoch 1624 | loss: 0.0310812 | val_loss: 0.0311506 | Time: 1606.69 ms
[2022-01-12 14:55:55 main:574] : INFO : Epoch 1625 | loss: 0.0310799 | val_loss: 0.0311576 | Time: 1608.73 ms
[2022-01-12 14:55:57 main:574] : INFO : Epoch 1626 | loss: 0.0310751 | val_loss: 0.0311548 | Time: 1578.57 ms
[2022-01-12 14:55:58 main:574] : INFO : Epoch 1627 | loss: 0.0310729 | val_loss: 0.0311591 | Time: 1576.22 ms
[2022-01-12 14:56:00 main:574] : INFO : Epoch 1628 | loss: 0.0310721 | val_loss: 0.0311758 | Time: 1582.47 ms
[2022-01-12 14:56:02 main:574] : INFO : Epoch 1629 | loss: 0.0310713 | val_loss: 0.0311581 | Time: 1549.43 ms
[2022-01-12 14:56:03 main:574] : INFO : Epoch 1630 | loss: 0.0310659 | val_loss: 0.0311621 | Time: 1592.91 ms
[2022-01-12 14:56:05 main:574] : INFO : Epoch 1631 | loss: 0.0310659 | val_loss: 0.0311656 | Time: 1561.09 ms
[2022-01-12 14:56:06 main:574] : INFO : Epoch 1632 | loss: 0.0310654 | val_loss: 0.0311574 | Time: 1574.47 ms
[2022-01-12 14:56:08 main:574] : INFO : Epoch 1633 | loss: 0.0310635 | val_loss: 0.0311625 | Time: 1587.16 ms
[2022-01-12 14:56:09 main:574] : INFO : Epoch 1634 | loss: 0.0310638 | val_loss: 0.0311569 | Time: 1593.31 ms
[2022-01-12 14:56:11 main:574] : INFO : Epoch 1635 | loss: 0.0310676 | val_loss: 0.0311643 | Time: 1620.25 ms
[2022-01-12 14:56:13 main:574] : INFO : Epoch 1636 | loss: 0.0310734 | val_loss: 0.0311669 | Time: 1637.67 ms
[2022-01-12 14:56:14 main:574] : INFO : Epoch 1637 | loss: 0.0310755 | val_loss: 0.0311717 | Time: 1556.63 ms
[2022-01-12 14:56:16 main:574] : INFO : Epoch 1638 | loss: 0.0310746 | val_loss: 0.0311597 | Time: 1535 ms
[2022-01-12 14:56:17 main:574] : INFO : Epoch 1639 | loss: 0.031072 | val_loss: 0.0311678 | Time: 1582.55 ms
[2022-01-12 14:56:19 main:574] : INFO : Epoch 1640 | loss: 0.0310671 | val_loss: 0.0311621 | Time: 1601.56 ms
[2022-01-12 14:56:21 main:574] : INFO : Epoch 1641 | loss: 0.031065 | val_loss: 0.0311612 | Time: 1579.28 ms
[2022-01-12 14:56:22 main:574] : INFO : Epoch 1642 | loss: 0.0310706 | val_loss: 0.0311535 | Time: 1630.77 ms
[2022-01-12 14:56:24 main:574] : INFO : Epoch 1643 | loss: 0.0310691 | val_loss: 0.0311741 | Time: 1550.27 ms
[2022-01-12 14:56:25 main:574] : INFO : Epoch 1644 | loss: 0.031068 | val_loss: 0.0311601 | Time: 1574.45 ms
[2022-01-12 14:56:27 main:574] : INFO : Epoch 1645 | loss: 0.0310702 | val_loss: 0.0311599 | Time: 1573.8 ms
[2022-01-12 14:56:29 main:574] : INFO : Epoch 1646 | loss: 0.0310719 | val_loss: 0.0311604 | Time: 1549.72 ms
[2022-01-12 14:56:30 main:574] : INFO : Epoch 1647 | loss: 0.0310739 | val_loss: 0.0311569 | Time: 1597.86 ms
[2022-01-12 14:56:32 main:574] : INFO : Epoch 1648 | loss: 0.0310834 | val_loss: 0.0311573 | Time: 1559.05 ms
[2022-01-12 14:56:33 main:574] : INFO : Epoch 1649 | loss: 0.0310794 | val_loss: 0.0311631 | Time: 1598.04 ms
[2022-01-12 14:56:35 main:574] : INFO : Epoch 1650 | loss: 0.0310728 | val_loss: 0.0311645 | Time: 1555.86 ms
[2022-01-12 14:56:36 main:574] : INFO : Epoch 1651 | loss: 0.0310867 | val_loss: 0.0311527 | Time: 1623.43 ms
[2022-01-12 14:56:38 main:574] : INFO : Epoch 1652 | loss: 0.0311162 | val_loss: 0.0311446 | Time: 1625.49 ms
[2022-01-12 14:56:40 main:574] : INFO : Epoch 1653 | loss: 0.031107 | val_loss: 0.0311423 | Time: 1571.9 ms
[2022-01-12 14:56:41 main:574] : INFO : Epoch 1654 | loss: 0.0310949 | val_loss: 0.0311551 | Time: 1573.19 ms
[2022-01-12 14:56:43 main:574] : INFO : Epoch 1655 | loss: 0.031093 | val_loss: 0.0311552 | Time: 1602.51 ms
[2022-01-12 14:56:44 main:574] : INFO : Epoch 1656 | loss: 0.0310845 | val_loss: 0.0311426 | Time: 1574.4 ms
[2022-01-12 14:56:46 main:574] : INFO : Epoch 1657 | loss: 0.0310797 | val_loss: 0.0311632 | Time: 1529.64 ms
[2022-01-12 14:56:48 main:574] : INFO : Epoch 1658 | loss: 0.0310781 | val_loss: 0.0311518 | Time: 1555.74 ms
[2022-01-12 14:56:49 main:574] : INFO : Epoch 1659 | loss: 0.0310788 | val_loss: 0.0311571 | Time: 1656.67 ms
[2022-01-12 14:56:51 main:574] : INFO : Epoch 1660 | loss: 0.0310779 | val_loss: 0.0311542 | Time: 1609.36 ms
[2022-01-12 14:56:52 main:574] : INFO : Epoch 1661 | loss: 0.0310724 | val_loss: 0.0311548 | Time: 1571.5 ms
[2022-01-12 14:56:54 main:574] : INFO : Epoch 1662 | loss: 0.0310674 | val_loss: 0.0311598 | Time: 1584.36 ms
[2022-01-12 14:56:56 main:574] : INFO : Epoch 1663 | loss: 0.0310671 | val_loss: 0.031168 | Time: 1593.32 ms
[2022-01-12 14:56:57 main:574] : INFO : Epoch 1664 | loss: 0.0310674 | val_loss: 0.0311691 | Time: 1596.78 ms
[2022-01-12 14:56:59 main:574] : INFO : Epoch 1665 | loss: 0.0310677 | val_loss: 0.0311597 | Time: 1550.59 ms
[2022-01-12 14:57:00 main:574] : INFO : Epoch 1666 | loss: 0.0310639 | val_loss: 0.0311524 | Time: 1653.69 ms
[2022-01-12 14:57:02 main:574] : INFO : Epoch 1667 | loss: 0.0310661 | val_loss: 0.031159 | Time: 1647.73 ms
[2022-01-12 14:57:04 main:574] : INFO : Epoch 1668 | loss: 0.0310648 | val_loss: 0.0311593 | Time: 1537.9 ms
[2022-01-12 14:57:05 main:574] : INFO : Epoch 1669 | loss: 0.0310718 | val_loss: 0.0311644 | Time: 1550.08 ms
[2022-01-12 14:57:07 main:574] : INFO : Epoch 1670 | loss: 0.0310716 | val_loss: 0.0311654 | Time: 1586.76 ms
[2022-01-12 14:57:08 main:574] : INFO : Epoch 1671 | loss: 0.0310709 | val_loss: 0.0311669 | Time: 1615.95 ms
[2022-01-12 14:57:10 main:574] : INFO : Epoch 1672 | loss: 0.031067 | val_loss: 0.0311735 | Time: 1637.25 ms
[2022-01-12 14:57:12 main:574] : INFO : Epoch 1673 | loss: 0.0310616 | val_loss: 0.0311706 | Time: 1596.71 ms
[2022-01-12 14:57:13 main:574] : INFO : Epoch 1674 | loss: 0.0310754 | val_loss: 0.0311567 | Time: 1589.9 ms
[2022-01-12 14:57:15 main:574] : INFO : Epoch 1675 | loss: 0.0310781 | val_loss: 0.031157 | Time: 1612.35 ms
[2022-01-12 14:57:16 main:574] : INFO : Epoch 1676 | loss: 0.0310753 | val_loss: 0.0311678 | Time: 1623.45 ms
[2022-01-12 14:57:18 main:574] : INFO : Epoch 1677 | loss: 0.0310743 | val_loss: 0.031159 | Time: 1616.26 ms
[2022-01-12 14:57:20 main:574] : INFO : Epoch 1678 | loss: 0.0310754 | val_loss: 0.0311628 | Time: 1604.51 ms
[2022-01-12 14:57:21 main:574] : INFO : Epoch 1679 | loss: 0.0310739 | val_loss: 0.0311588 | Time: 1630.35 ms
[2022-01-12 14:57:23 main:574] : INFO : Epoch 1680 | loss: 0.031071 | val_loss: 0.0311667 | Time: 1558.84 ms
[2022-01-12 14:57:24 main:574] : INFO : Epoch 1681 | loss: 0.031073 | val_loss: 0.0311603 | Time: 1507.02 ms
[2022-01-12 14:57:26 main:574] : INFO : Epoch 1682 | loss: 0.0310685 | val_loss: 0.0311614 | Time: 1576.26 ms
[2022-01-12 14:57:27 main:574] : INFO : Epoch 1683 | loss: 0.0310891 | val_loss: 0.0311655 | Time: 1592.15 ms
[2022-01-12 14:57:29 main:574] : INFO : Epoch 1684 | loss: 0.0310857 | val_loss: 0.0311564 | Time: 1657.65 ms
[2022-01-12 14:57:31 main:574] : INFO : Epoch 1685 | loss: 0.0310783 | val_loss: 0.0311661 | Time: 1591.82 ms
[2022-01-12 14:57:32 main:574] : INFO : Epoch 1686 | loss: 0.0310763 | val_loss: 0.031158 | Time: 1566.73 ms
[2022-01-12 14:57:34 main:574] : INFO : Epoch 1687 | loss: 0.0310735 | val_loss: 0.0311595 | Time: 1598.92 ms
[2022-01-12 14:57:35 main:574] : INFO : Epoch 1688 | loss: 0.0310737 | val_loss: 0.0311608 | Time: 1504.82 ms
[2022-01-12 14:57:37 main:574] : INFO : Epoch 1689 | loss: 0.0310743 | val_loss: 0.0311571 | Time: 1572.68 ms
[2022-01-12 14:57:39 main:574] : INFO : Epoch 1690 | loss: 0.0310709 | val_loss: 0.0311656 | Time: 1590.28 ms
[2022-01-12 14:57:40 main:574] : INFO : Epoch 1691 | loss: 0.0310698 | val_loss: 0.0311688 | Time: 1662.88 ms
[2022-01-12 14:57:42 main:574] : INFO : Epoch 1692 | loss: 0.0310692 | val_loss: 0.0311607 | Time: 1593.47 ms
[2022-01-12 14:57:43 main:574] : INFO : Epoch 1693 | loss: 0.0310716 | val_loss: 0.0311623 | Time: 1563.5 ms
[2022-01-12 14:57:45 main:574] : INFO : Epoch 1694 | loss: 0.0310707 | val_loss: 0.031161 | Time: 1633.61 ms
[2022-01-12 14:57:47 main:574] : INFO : Epoch 1695 | loss: 0.0310713 | val_loss: 0.0311767 | Time: 1593.53 ms
[2022-01-12 14:57:48 main:574] : INFO : Epoch 1696 | loss: 0.0310698 | val_loss: 0.0311627 | Time: 1529.28 ms
[2022-01-12 14:57:50 main:574] : INFO : Epoch 1697 | loss: 0.0310726 | val_loss: 0.0311603 | Time: 1536.29 ms
[2022-01-12 14:57:51 main:574] : INFO : Epoch 1698 | loss: 0.03108 | val_loss: 0.0311575 | Time: 1547.43 ms
[2022-01-12 14:57:53 main:574] : INFO : Epoch 1699 | loss: 0.0310774 | val_loss: 0.0311518 | Time: 1531.36 ms
[2022-01-12 14:57:54 main:574] : INFO : Epoch 1700 | loss: 0.0310765 | val_loss: 0.0311591 | Time: 1598.32 ms
[2022-01-12 14:57:56 main:574] : INFO : Epoch 1701 | loss: 0.0310713 | val_loss: 0.0311511 | Time: 1592.93 ms
[2022-01-12 14:57:58 main:574] : INFO : Epoch 1702 | loss: 0.0310703 | val_loss: 0.0311637 | Time: 1622.54 ms
[2022-01-12 14:57:59 main:574] : INFO : Epoch 1703 | loss: 0.0310657 | val_loss: 0.0311604 | Time: 1564.09 ms
[2022-01-12 14:58:01 main:574] : INFO : Epoch 1704 | loss: 0.0310687 | val_loss: 0.0311612 | Time: 1555.14 ms
[2022-01-12 14:58:02 main:574] : INFO : Epoch 1705 | loss: 0.0310712 | val_loss: 0.0311643 | Time: 1578.83 ms
[2022-01-12 14:58:04 main:574] : INFO : Epoch 1706 | loss: 0.0310706 | val_loss: 0.0311573 | Time: 1595.13 ms
[2022-01-12 14:58:06 main:574] : INFO : Epoch 1707 | loss: 0.0310692 | val_loss: 0.0311538 | Time: 1617.27 ms
[2022-01-12 14:58:07 main:574] : INFO : Epoch 1708 | loss: 0.0310689 | val_loss: 0.0311667 | Time: 1611.62 ms
[2022-01-12 14:58:09 main:574] : INFO : Epoch 1709 | loss: 0.0310653 | val_loss: 0.0311728 | Time: 1605.22 ms
[2022-01-12 14:58:10 main:574] : INFO : Epoch 1710 | loss: 0.031063 | val_loss: 0.0311708 | Time: 1561.64 ms
[2022-01-12 14:58:12 main:574] : INFO : Epoch 1711 | loss: 0.0310625 | val_loss: 0.0311572 | Time: 1612.82 ms
[2022-01-12 14:58:14 main:574] : INFO : Epoch 1712 | loss: 0.0310602 | val_loss: 0.0311787 | Time: 1616.35 ms
[2022-01-12 14:58:15 main:574] : INFO : Epoch 1713 | loss: 0.0310611 | val_loss: 0.0311695 | Time: 1589.39 ms
[2022-01-12 14:58:17 main:574] : INFO : Epoch 1714 | loss: 0.0310622 | val_loss: 0.031167 | Time: 1513.23 ms
[2022-01-12 14:58:18 main:574] : INFO : Epoch 1715 | loss: 0.031066 | val_loss: 0.0311701 | Time: 1558.33 ms
[2022-01-12 14:58:20 main:574] : INFO : Epoch 1716 | loss: 0.0310658 | val_loss: 0.0311604 | Time: 1577.81 ms
[2022-01-12 14:58:21 main:574] : INFO : Epoch 1717 | loss: 0.0310638 | val_loss: 0.0311698 | Time: 1582.99 ms
[2022-01-12 14:58:23 main:574] : INFO : Epoch 1718 | loss: 0.0310646 | val_loss: 0.0311767 | Time: 1617.76 ms
[2022-01-12 14:58:25 main:574] : INFO : Epoch 1719 | loss: 0.031064 | val_loss: 0.0311665 | Time: 1594.14 ms
[2022-01-12 14:58:26 main:574] : INFO : Epoch 1720 | loss: 0.0310616 | val_loss: 0.031162 | Time: 1575.52 ms
[2022-01-12 14:58:28 main:574] : INFO : Epoch 1721 | loss: 0.0310627 | val_loss: 0.0311551 | Time: 1547.83 ms
[2022-01-12 14:58:29 main:574] : INFO : Epoch 1722 | loss: 0.0310604 | val_loss: 0.0311631 | Time: 1571.41 ms
[2022-01-12 14:58:31 main:574] : INFO : Epoch 1723 | loss: 0.0310578 | val_loss: 0.0311623 | Time: 1567.85 ms
[2022-01-12 14:58:32 main:574] : INFO : Epoch 1724 | loss: 0.031059 | val_loss: 0.0311631 | Time: 1600.72 ms
[2022-01-12 14:58:34 main:574] : INFO : Epoch 1725 | loss: 0.031058 | val_loss: 0.0311738 | Time: 1592.52 ms
[2022-01-12 14:58:36 main:574] : INFO : Epoch 1726 | loss: 0.0310576 | val_loss: 0.0311662 | Time: 1593.31 ms
[2022-01-12 14:58:37 main:574] : INFO : Epoch 1727 | loss: 0.0310609 | val_loss: 0.0311636 | Time: 1589.19 ms
[2022-01-12 14:58:39 main:574] : INFO : Epoch 1728 | loss: 0.0310704 | val_loss: 0.0311598 | Time: 1594.99 ms
[2022-01-12 14:58:40 main:574] : INFO : Epoch 1729 | loss: 0.0310665 | val_loss: 0.0311723 | Time: 1545.68 ms
[2022-01-12 14:58:42 main:574] : INFO : Epoch 1730 | loss: 0.0310651 | val_loss: 0.0311525 | Time: 1501.87 ms
[2022-01-12 14:58:43 main:574] : INFO : Epoch 1731 | loss: 0.0310642 | val_loss: 0.0311634 | Time: 1532.62 ms
[2022-01-12 14:58:45 main:574] : INFO : Epoch 1732 | loss: 0.0310612 | val_loss: 0.0311669 | Time: 1528.85 ms
[2022-01-12 14:58:47 main:574] : INFO : Epoch 1733 | loss: 0.0310658 | val_loss: 0.0311717 | Time: 1568.62 ms
[2022-01-12 14:58:48 main:574] : INFO : Epoch 1734 | loss: 0.0310649 | val_loss: 0.0311691 | Time: 1544.13 ms
[2022-01-12 14:58:50 main:574] : INFO : Epoch 1735 | loss: 0.0310604 | val_loss: 0.0311632 | Time: 1541.35 ms
[2022-01-12 14:58:51 main:574] : INFO : Epoch 1736 | loss: 0.0310635 | val_loss: 0.0311571 | Time: 1505.01 ms
[2022-01-12 14:58:53 main:574] : INFO : Epoch 1737 | loss: 0.031071 | val_loss: 0.0311605 | Time: 1607.46 ms
[2022-01-12 14:58:54 main:574] : INFO : Epoch 1738 | loss: 0.0310689 | val_loss: 0.0311599 | Time: 1610.97 ms
[2022-01-12 14:58:56 main:574] : INFO : Epoch 1739 | loss: 0.0310665 | val_loss: 0.0311561 | Time: 1589.68 ms
[2022-01-12 14:58:58 main:574] : INFO : Epoch 1740 | loss: 0.0310663 | val_loss: 0.0311682 | Time: 1555.65 ms
[2022-01-12 14:58:59 main:574] : INFO : Epoch 1741 | loss: 0.0310673 | val_loss: 0.0311552 | Time: 1584.83 ms
[2022-01-12 14:59:01 main:574] : INFO : Epoch 1742 | loss: 0.0310696 | val_loss: 0.0311587 | Time: 1608.24 ms
[2022-01-12 14:59:02 main:574] : INFO : Epoch 1743 | loss: 0.0310657 | val_loss: 0.0311711 | Time: 1628.47 ms
[2022-01-12 14:59:04 main:574] : INFO : Epoch 1744 | loss: 0.0310683 | val_loss: 0.0311743 | Time: 1587.21 ms
[2022-01-12 14:59:06 main:574] : INFO : Epoch 1745 | loss: 0.0310645 | val_loss: 0.0311623 | Time: 1600.44 ms
[2022-01-12 14:59:07 main:574] : INFO : Epoch 1746 | loss: 0.0310692 | val_loss: 0.0311753 | Time: 1609.36 ms
[2022-01-12 14:59:09 main:574] : INFO : Epoch 1747 | loss: 0.0310691 | val_loss: 0.0311756 | Time: 1593.89 ms
[2022-01-12 14:59:10 main:574] : INFO : Epoch 1748 | loss: 0.0310682 | val_loss: 0.0311647 | Time: 1543.51 ms
[2022-01-12 14:59:12 main:574] : INFO : Epoch 1749 | loss: 0.0310639 | val_loss: 0.0311641 | Time: 1639.58 ms
[2022-01-12 14:59:14 main:574] : INFO : Epoch 1750 | loss: 0.0310601 | val_loss: 0.0311716 | Time: 1609.53 ms
[2022-01-12 14:59:15 main:574] : INFO : Epoch 1751 | loss: 0.0310602 | val_loss: 0.0311937 | Time: 1618.64 ms
[2022-01-12 14:59:17 main:574] : INFO : Epoch 1752 | loss: 0.0310595 | val_loss: 0.0311586 | Time: 1628.38 ms
[2022-01-12 14:59:18 main:574] : INFO : Epoch 1753 | loss: 0.0310602 | val_loss: 0.0311765 | Time: 1568.39 ms
[2022-01-12 14:59:20 main:574] : INFO : Epoch 1754 | loss: 0.0310636 | val_loss: 0.0311671 | Time: 1518.1 ms
[2022-01-12 14:59:21 main:574] : INFO : Epoch 1755 | loss: 0.0310658 | val_loss: 0.0311663 | Time: 1545.01 ms
[2022-01-12 14:59:23 main:574] : INFO : Epoch 1756 | loss: 0.0310647 | val_loss: 0.0311565 | Time: 1576.64 ms
[2022-01-12 14:59:25 main:574] : INFO : Epoch 1757 | loss: 0.0310622 | val_loss: 0.0311659 | Time: 1599.1 ms
[2022-01-12 14:59:26 main:574] : INFO : Epoch 1758 | loss: 0.0310618 | val_loss: 0.0311636 | Time: 1557.98 ms
[2022-01-12 14:59:28 main:574] : INFO : Epoch 1759 | loss: 0.0310654 | val_loss: 0.031163 | Time: 1590.29 ms
[2022-01-12 14:59:29 main:574] : INFO : Epoch 1760 | loss: 0.031065 | val_loss: 0.0311761 | Time: 1564.97 ms
[2022-01-12 14:59:31 main:574] : INFO : Epoch 1761 | loss: 0.0310656 | val_loss: 0.031176 | Time: 1587.86 ms
[2022-01-12 14:59:33 main:574] : INFO : Epoch 1762 | loss: 0.0310634 | val_loss: 0.0311606 | Time: 1612.18 ms
[2022-01-12 14:59:34 main:574] : INFO : Epoch 1763 | loss: 0.0310674 | val_loss: 0.0311604 | Time: 1563.08 ms
[2022-01-12 14:59:36 main:574] : INFO : Epoch 1764 | loss: 0.0310678 | val_loss: 0.0311602 | Time: 1616.55 ms
[2022-01-12 14:59:37 main:574] : INFO : Epoch 1765 | loss: 0.0310774 | val_loss: 0.0311633 | Time: 1549.23 ms
[2022-01-12 14:59:39 main:574] : INFO : Epoch 1766 | loss: 0.031078 | val_loss: 0.0311606 | Time: 1586.29 ms
[2022-01-12 14:59:40 main:574] : INFO : Epoch 1767 | loss: 0.031068 | val_loss: 0.0311547 | Time: 1621.56 ms
[2022-01-12 14:59:42 main:574] : INFO : Epoch 1768 | loss: 0.03107 | val_loss: 0.0311465 | Time: 1587.01 ms
[2022-01-12 14:59:44 main:574] : INFO : Epoch 1769 | loss: 0.031072 | val_loss: 0.0311705 | Time: 1577.58 ms
[2022-01-12 14:59:45 main:574] : INFO : Epoch 1770 | loss: 0.0310675 | val_loss: 0.0311682 | Time: 1609.08 ms
[2022-01-12 14:59:47 main:574] : INFO : Epoch 1771 | loss: 0.0310646 | val_loss: 0.0311658 | Time: 1613.25 ms
[2022-01-12 14:59:48 main:574] : INFO : Epoch 1772 | loss: 0.0310636 | val_loss: 0.0311767 | Time: 1560.95 ms
[2022-01-12 14:59:50 main:574] : INFO : Epoch 1773 | loss: 0.0310658 | val_loss: 0.0311608 | Time: 1602.35 ms
[2022-01-12 14:59:52 main:574] : INFO : Epoch 1774 | loss: 0.0310656 | val_loss: 0.03116 | Time: 1611.4 ms
[2022-01-12 14:59:53 main:574] : INFO : Epoch 1775 | loss: 0.0310655 | val_loss: 0.0311624 | Time: 1588.65 ms
[2022-01-12 14:59:55 main:574] : INFO : Epoch 1776 | loss: 0.0310612 | val_loss: 0.0311597 | Time: 1523.96 ms
[2022-01-12 14:59:56 main:574] : INFO : Epoch 1777 | loss: 0.0310596 | val_loss: 0.0311576 | Time: 1567.55 ms
[2022-01-12 14:59:58 main:574] : INFO : Epoch 1778 | loss: 0.031075 | val_loss: 0.031157 | Time: 1561.26 ms
[2022-01-12 15:00:00 main:574] : INFO : Epoch 1779 | loss: 0.0310775 | val_loss: 0.0311464 | Time: 1576.71 ms
[2022-01-12 15:00:01 main:574] : INFO : Epoch 1780 | loss: 0.0310799 | val_loss: 0.0311732 | Time: 1584.32 ms
[2022-01-12 15:00:03 main:574] : INFO : Epoch 1781 | loss: 0.0310678 | val_loss: 0.0311572 | Time: 1563.42 ms
[2022-01-12 15:00:04 main:574] : INFO : Epoch 1782 | loss: 0.031063 | val_loss: 0.0311743 | Time: 1553.45 ms
[2022-01-12 15:00:06 main:574] : INFO : Epoch 1783 | loss: 0.0310595 | val_loss: 0.0311664 | Time: 1637.26 ms
[2022-01-12 15:00:07 main:574] : INFO : Epoch 1784 | loss: 0.0310581 | val_loss: 0.0311691 | Time: 1576.96 ms
[2022-01-12 15:00:09 main:574] : INFO : Epoch 1785 | loss: 0.0310608 | val_loss: 0.0311631 | Time: 1525.72 ms
[2022-01-12 15:00:11 main:574] : INFO : Epoch 1786 | loss: 0.0310604 | val_loss: 0.031176 | Time: 1557.87 ms
[2022-01-12 15:00:12 main:574] : INFO : Epoch 1787 | loss: 0.0310634 | val_loss: 0.0311594 | Time: 1556.83 ms
[2022-01-12 15:00:14 main:574] : INFO : Epoch 1788 | loss: 0.031058 | val_loss: 0.0311714 | Time: 1620.13 ms
[2022-01-12 15:00:15 main:574] : INFO : Epoch 1789 | loss: 0.0310584 | val_loss: 0.0311798 | Time: 1582.61 ms
[2022-01-12 15:00:17 main:574] : INFO : Epoch 1790 | loss: 0.0310559 | val_loss: 0.0311706 | Time: 1549.29 ms
[2022-01-12 15:00:18 main:574] : INFO : Epoch 1791 | loss: 0.0310723 | val_loss: 0.0311714 | Time: 1604.52 ms
[2022-01-12 15:00:20 main:574] : INFO : Epoch 1792 | loss: 0.0310676 | val_loss: 0.0311634 | Time: 1545.76 ms
[2022-01-12 15:00:22 main:574] : INFO : Epoch 1793 | loss: 0.0310636 | val_loss: 0.0311726 | Time: 1597.37 ms
[2022-01-12 15:00:23 main:574] : INFO : Epoch 1794 | loss: 0.0310602 | val_loss: 0.0311661 | Time: 1605.57 ms
[2022-01-12 15:00:25 main:574] : INFO : Epoch 1795 | loss: 0.0310624 | val_loss: 0.0311619 | Time: 1561.11 ms
[2022-01-12 15:00:26 main:574] : INFO : Epoch 1796 | loss: 0.0310756 | val_loss: 0.0311692 | Time: 1581.9 ms
[2022-01-12 15:00:28 main:574] : INFO : Epoch 1797 | loss: 0.0310718 | val_loss: 0.031154 | Time: 1614.45 ms
[2022-01-12 15:00:30 main:574] : INFO : Epoch 1798 | loss: 0.0310722 | val_loss: 0.0311521 | Time: 1549.67 ms
[2022-01-12 15:00:31 main:574] : INFO : Epoch 1799 | loss: 0.031075 | val_loss: 0.0311705 | Time: 1561.62 ms
[2022-01-12 15:00:33 main:574] : INFO : Epoch 1800 | loss: 0.031073 | val_loss: 0.0311518 | Time: 1551.1 ms
[2022-01-12 15:00:34 main:574] : INFO : Epoch 1801 | loss: 0.0310706 | val_loss: 0.0311556 | Time: 1537.04 ms
[2022-01-12 15:00:36 main:574] : INFO : Epoch 1802 | loss: 0.0310642 | val_loss: 0.031156 | Time: 1611.96 ms
[2022-01-12 15:00:37 main:574] : INFO : Epoch 1803 | loss: 0.0310692 | val_loss: 0.0311779 | Time: 1633.91 ms
[2022-01-12 15:00:39 main:574] : INFO : Epoch 1804 | loss: 0.0310679 | val_loss: 0.0311642 | Time: 1656.58 ms
[2022-01-12 15:00:41 main:574] : INFO : Epoch 1805 | loss: 0.0310649 | val_loss: 0.0311725 | Time: 1596.69 ms
[2022-01-12 15:00:42 main:574] : INFO : Epoch 1806 | loss: 0.0310621 | val_loss: 0.0311782 | Time: 1598.44 ms
[2022-01-12 15:00:44 main:574] : INFO : Epoch 1807 | loss: 0.0310656 | val_loss: 0.0311735 | Time: 1578.93 ms
[2022-01-12 15:00:45 main:574] : INFO : Epoch 1808 | loss: 0.0310677 | val_loss: 0.031169 | Time: 1605.81 ms
[2022-01-12 15:00:47 main:574] : INFO : Epoch 1809 | loss: 0.0310601 | val_loss: 0.0311634 | Time: 1622.98 ms
[2022-01-12 15:00:49 main:574] : INFO : Epoch 1810 | loss: 0.0310605 | val_loss: 0.0311664 | Time: 1534.96 ms
[2022-01-12 15:00:50 main:574] : INFO : Epoch 1811 | loss: 0.0310586 | val_loss: 0.0311769 | Time: 1601.73 ms
[2022-01-12 15:00:52 main:574] : INFO : Epoch 1812 | loss: 0.0310593 | val_loss: 0.0311788 | Time: 1636.31 ms
[2022-01-12 15:00:53 main:574] : INFO : Epoch 1813 | loss: 0.0310623 | val_loss: 0.0311682 | Time: 1557.61 ms
[2022-01-12 15:00:55 main:574] : INFO : Epoch 1814 | loss: 0.0310593 | val_loss: 0.0311621 | Time: 1570.46 ms
[2022-01-12 15:00:57 main:574] : INFO : Epoch 1815 | loss: 0.031059 | val_loss: 0.0311693 | Time: 1614.19 ms
[2022-01-12 15:00:58 main:574] : INFO : Epoch 1816 | loss: 0.0310543 | val_loss: 0.0311696 | Time: 1556.36 ms
[2022-01-12 15:01:00 main:574] : INFO : Epoch 1817 | loss: 0.0310653 | val_loss: 0.0311609 | Time: 1575.73 ms
[2022-01-12 15:01:01 main:574] : INFO : Epoch 1818 | loss: 0.0310769 | val_loss: 0.0311679 | Time: 1543.15 ms
[2022-01-12 15:01:03 main:574] : INFO : Epoch 1819 | loss: 0.0310693 | val_loss: 0.0311591 | Time: 1610.77 ms
[2022-01-12 15:01:05 main:574] : INFO : Epoch 1820 | loss: 0.0310644 | val_loss: 0.0311683 | Time: 1585.55 ms
[2022-01-12 15:01:06 main:574] : INFO : Epoch 1821 | loss: 0.0310613 | val_loss: 0.0311626 | Time: 1600.29 ms
[2022-01-12 15:01:08 main:574] : INFO : Epoch 1822 | loss: 0.0310612 | val_loss: 0.0311615 | Time: 1556.37 ms
[2022-01-12 15:01:09 main:574] : INFO : Epoch 1823 | loss: 0.0310604 | val_loss: 0.0311766 | Time: 1593.35 ms
[2022-01-12 15:01:11 main:574] : INFO : Epoch 1824 | loss: 0.0310611 | val_loss: 0.0311704 | Time: 1600.73 ms
[2022-01-12 15:01:12 main:574] : INFO : Epoch 1825 | loss: 0.0310611 | val_loss: 0.0311698 | Time: 1607.45 ms
[2022-01-12 15:01:14 main:574] : INFO : Epoch 1826 | loss: 0.0310605 | val_loss: 0.0311712 | Time: 1580.17 ms
[2022-01-12 15:01:16 main:574] : INFO : Epoch 1827 | loss: 0.0310627 | val_loss: 0.0311666 | Time: 1551.12 ms
[2022-01-12 15:01:17 main:574] : INFO : Epoch 1828 | loss: 0.0310688 | val_loss: 0.0311596 | Time: 1595.36 ms
[2022-01-12 15:01:19 main:574] : INFO : Epoch 1829 | loss: 0.0310662 | val_loss: 0.0311553 | Time: 1539.93 ms
[2022-01-12 15:01:20 main:574] : INFO : Epoch 1830 | loss: 0.0311107 | val_loss: 0.0311484 | Time: 1593.04 ms
[2022-01-12 15:01:22 main:574] : INFO : Epoch 1831 | loss: 0.031127 | val_loss: 0.0311499 | Time: 1537.2 ms
[2022-01-12 15:01:23 main:574] : INFO : Epoch 1832 | loss: 0.0311165 | val_loss: 0.0311483 | Time: 1602.58 ms
[2022-01-12 15:01:25 main:574] : INFO : Epoch 1833 | loss: 0.0311131 | val_loss: 0.0311465 | Time: 1559.07 ms
[2022-01-12 15:01:27 main:574] : INFO : Epoch 1834 | loss: 0.031109 | val_loss: 0.0311502 | Time: 1617.98 ms
[2022-01-12 15:01:28 main:574] : INFO : Epoch 1835 | loss: 0.0311072 | val_loss: 0.0311529 | Time: 1620.69 ms
[2022-01-12 15:01:30 main:574] : INFO : Epoch 1836 | loss: 0.0311032 | val_loss: 0.0311502 | Time: 1589.74 ms
[2022-01-12 15:01:32 main:574] : INFO : Epoch 1837 | loss: 0.0311043 | val_loss: 0.0311471 | Time: 1604.26 ms
[2022-01-12 15:01:33 main:574] : INFO : Epoch 1838 | loss: 0.0311005 | val_loss: 0.0311533 | Time: 1597.72 ms
[2022-01-12 15:01:35 main:574] : INFO : Epoch 1839 | loss: 0.0310955 | val_loss: 0.0311544 | Time: 1558.08 ms
[2022-01-12 15:01:36 main:574] : INFO : Epoch 1840 | loss: 0.0310907 | val_loss: 0.0311642 | Time: 1616.85 ms
[2022-01-12 15:01:38 main:574] : INFO : Epoch 1841 | loss: 0.0310863 | val_loss: 0.0311561 | Time: 1608.53 ms
[2022-01-12 15:01:39 main:574] : INFO : Epoch 1842 | loss: 0.0310852 | val_loss: 0.0311682 | Time: 1518.52 ms
[2022-01-12 15:01:41 main:574] : INFO : Epoch 1843 | loss: 0.031081 | val_loss: 0.0311683 | Time: 1606.54 ms
[2022-01-12 15:01:43 main:574] : INFO : Epoch 1844 | loss: 0.0310789 | val_loss: 0.0311565 | Time: 1645.29 ms
[2022-01-12 15:01:44 main:574] : INFO : Epoch 1845 | loss: 0.0310777 | val_loss: 0.0311632 | Time: 1577.02 ms
[2022-01-12 15:01:46 main:574] : INFO : Epoch 1846 | loss: 0.0310772 | val_loss: 0.0311625 | Time: 1611.48 ms
[2022-01-12 15:01:47 main:574] : INFO : Epoch 1847 | loss: 0.031076 | val_loss: 0.0311615 | Time: 1604.93 ms
[2022-01-12 15:01:49 main:574] : INFO : Epoch 1848 | loss: 0.0310755 | val_loss: 0.0311605 | Time: 1569.41 ms
[2022-01-12 15:01:51 main:574] : INFO : Epoch 1849 | loss: 0.0310724 | val_loss: 0.0311594 | Time: 1532.21 ms
[2022-01-12 15:01:52 main:574] : INFO : Epoch 1850 | loss: 0.0310733 | val_loss: 0.0311616 | Time: 1549.46 ms
[2022-01-12 15:01:54 main:574] : INFO : Epoch 1851 | loss: 0.0310735 | val_loss: 0.0311617 | Time: 1576.46 ms
[2022-01-12 15:01:55 main:574] : INFO : Epoch 1852 | loss: 0.0310699 | val_loss: 0.0311562 | Time: 1573.56 ms
[2022-01-12 15:01:57 main:574] : INFO : Epoch 1853 | loss: 0.0310666 | val_loss: 0.0311657 | Time: 1611.55 ms
[2022-01-12 15:01:58 main:574] : INFO : Epoch 1854 | loss: 0.0310684 | val_loss: 0.0311634 | Time: 1579.29 ms
[2022-01-12 15:02:00 main:574] : INFO : Epoch 1855 | loss: 0.031066 | val_loss: 0.0311636 | Time: 1638.63 ms
[2022-01-12 15:02:02 main:574] : INFO : Epoch 1856 | loss: 0.031062 | val_loss: 0.0311573 | Time: 1569.49 ms
[2022-01-12 15:02:03 main:574] : INFO : Epoch 1857 | loss: 0.0310617 | val_loss: 0.0311734 | Time: 1526.56 ms
[2022-01-12 15:02:05 main:574] : INFO : Epoch 1858 | loss: 0.0310683 | val_loss: 0.0311637 | Time: 1603.73 ms
[2022-01-12 15:02:06 main:574] : INFO : Epoch 1859 | loss: 0.031066 | val_loss: 0.0311677 | Time: 1573.93 ms
[2022-01-12 15:02:08 main:574] : INFO : Epoch 1860 | loss: 0.0310647 | val_loss: 0.0311731 | Time: 1602.26 ms
[2022-01-12 15:02:10 main:574] : INFO : Epoch 1861 | loss: 0.0310631 | val_loss: 0.0311708 | Time: 1646.11 ms
[2022-01-12 15:02:11 main:574] : INFO : Epoch 1862 | loss: 0.0310663 | val_loss: 0.031178 | Time: 1557.17 ms
[2022-01-12 15:02:13 main:574] : INFO : Epoch 1863 | loss: 0.0310608 | val_loss: 0.0311775 | Time: 1574.54 ms
[2022-01-12 15:02:14 main:574] : INFO : Epoch 1864 | loss: 0.0310607 | val_loss: 0.0311799 | Time: 1614.86 ms
[2022-01-12 15:02:16 main:574] : INFO : Epoch 1865 | loss: 0.0310591 | val_loss: 0.0311711 | Time: 1600.11 ms
[2022-01-12 15:02:18 main:574] : INFO : Epoch 1866 | loss: 0.0310564 | val_loss: 0.0311771 | Time: 1597.48 ms
[2022-01-12 15:02:19 main:574] : INFO : Epoch 1867 | loss: 0.0310582 | val_loss: 0.031173 | Time: 1533.5 ms
[2022-01-12 15:02:21 main:574] : INFO : Epoch 1868 | loss: 0.0310652 | val_loss: 0.0311658 | Time: 1599.49 ms
[2022-01-12 15:02:22 main:574] : INFO : Epoch 1869 | loss: 0.031065 | val_loss: 0.031166 | Time: 1570.55 ms
[2022-01-12 15:02:24 main:574] : INFO : Epoch 1870 | loss: 0.0310627 | val_loss: 0.0311589 | Time: 1607.57 ms
[2022-01-12 15:02:26 main:574] : INFO : Epoch 1871 | loss: 0.0310638 | val_loss: 0.0311654 | Time: 1563.42 ms
[2022-01-12 15:02:27 main:574] : INFO : Epoch 1872 | loss: 0.0310609 | val_loss: 0.0311806 | Time: 1571.09 ms
[2022-01-12 15:02:29 main:574] : INFO : Epoch 1873 | loss: 0.0310546 | val_loss: 0.031172 | Time: 1554.11 ms
[2022-01-12 15:02:30 main:574] : INFO : Epoch 1874 | loss: 0.0310591 | val_loss: 0.0311646 | Time: 1626.85 ms
[2022-01-12 15:02:32 main:574] : INFO : Epoch 1875 | loss: 0.0310666 | val_loss: 0.0311816 | Time: 1632.17 ms
[2022-01-12 15:02:33 main:574] : INFO : Epoch 1876 | loss: 0.0310663 | val_loss: 0.0311761 | Time: 1559.71 ms
[2022-01-12 15:02:35 main:574] : INFO : Epoch 1877 | loss: 0.0310657 | val_loss: 0.0311693 | Time: 1632.96 ms
[2022-01-12 15:02:37 main:574] : INFO : Epoch 1878 | loss: 0.0310647 | val_loss: 0.031167 | Time: 1609.76 ms
[2022-01-12 15:02:38 main:574] : INFO : Epoch 1879 | loss: 0.031066 | val_loss: 0.0311741 | Time: 1612.49 ms
[2022-01-12 15:02:40 main:574] : INFO : Epoch 1880 | loss: 0.0310607 | val_loss: 0.0311626 | Time: 1616 ms
[2022-01-12 15:02:42 main:574] : INFO : Epoch 1881 | loss: 0.0310625 | val_loss: 0.0311835 | Time: 1593.73 ms
[2022-01-12 15:02:43 main:574] : INFO : Epoch 1882 | loss: 0.0310688 | val_loss: 0.0311756 | Time: 1522.56 ms
[2022-01-12 15:02:45 main:574] : INFO : Epoch 1883 | loss: 0.0310761 | val_loss: 0.0311627 | Time: 1549.19 ms
[2022-01-12 15:02:46 main:574] : INFO : Epoch 1884 | loss: 0.03108 | val_loss: 0.0311631 | Time: 1553.25 ms
[2022-01-12 15:02:48 main:574] : INFO : Epoch 1885 | loss: 0.0310718 | val_loss: 0.0311694 | Time: 1575.03 ms
[2022-01-12 15:02:49 main:574] : INFO : Epoch 1886 | loss: 0.0310714 | val_loss: 0.0311528 | Time: 1604.76 ms
[2022-01-12 15:02:51 main:574] : INFO : Epoch 1887 | loss: 0.0310979 | val_loss: 0.0311573 | Time: 1603.48 ms
[2022-01-12 15:02:53 main:574] : INFO : Epoch 1888 | loss: 0.0311108 | val_loss: 0.031164 | Time: 1637.04 ms
[2022-01-12 15:02:54 main:574] : INFO : Epoch 1889 | loss: 0.0311065 | val_loss: 0.0311511 | Time: 1600.59 ms
[2022-01-12 15:02:56 main:574] : INFO : Epoch 1890 | loss: 0.0310991 | val_loss: 0.0311649 | Time: 1550 ms
[2022-01-12 15:02:57 main:574] : INFO : Epoch 1891 | loss: 0.031092 | val_loss: 0.0311509 | Time: 1562.95 ms
[2022-01-12 15:02:59 main:574] : INFO : Epoch 1892 | loss: 0.0310835 | val_loss: 0.0311554 | Time: 1502.46 ms
[2022-01-12 15:03:00 main:574] : INFO : Epoch 1893 | loss: 0.0310842 | val_loss: 0.031157 | Time: 1546.73 ms
[2022-01-12 15:03:02 main:574] : INFO : Epoch 1894 | loss: 0.0310814 | val_loss: 0.0311646 | Time: 1581.26 ms
[2022-01-12 15:03:04 main:574] : INFO : Epoch 1895 | loss: 0.0310785 | val_loss: 0.0311521 | Time: 1561.38 ms
[2022-01-12 15:03:05 main:574] : INFO : Epoch 1896 | loss: 0.0310729 | val_loss: 0.0311608 | Time: 1520.08 ms
[2022-01-12 15:03:07 main:574] : INFO : Epoch 1897 | loss: 0.031074 | val_loss: 0.0311643 | Time: 1511.63 ms
[2022-01-12 15:03:08 main:574] : INFO : Epoch 1898 | loss: 0.0310686 | val_loss: 0.0311588 | Time: 1624.61 ms
[2022-01-12 15:03:10 main:574] : INFO : Epoch 1899 | loss: 0.0310662 | val_loss: 0.031159 | Time: 1585.62 ms
[2022-01-12 15:03:11 main:574] : INFO : Epoch 1900 | loss: 0.0310697 | val_loss: 0.0311724 | Time: 1612.3 ms
[2022-01-12 15:03:13 main:574] : INFO : Epoch 1901 | loss: 0.0310685 | val_loss: 0.0311633 | Time: 1620.1 ms
[2022-01-12 15:03:15 main:574] : INFO : Epoch 1902 | loss: 0.0310688 | val_loss: 0.0311566 | Time: 1566.21 ms
[2022-01-12 15:03:16 main:574] : INFO : Epoch 1903 | loss: 0.0310742 | val_loss: 0.0311556 | Time: 1570.77 ms
[2022-01-12 15:03:18 main:574] : INFO : Epoch 1904 | loss: 0.0310791 | val_loss: 0.0311626 | Time: 1604.65 ms
[2022-01-12 15:03:19 main:574] : INFO : Epoch 1905 | loss: 0.0310726 | val_loss: 0.0311515 | Time: 1597.24 ms
[2022-01-12 15:03:21 main:574] : INFO : Epoch 1906 | loss: 0.0310707 | val_loss: 0.0311826 | Time: 1561 ms
[2022-01-12 15:03:23 main:574] : INFO : Epoch 1907 | loss: 0.0310717 | val_loss: 0.0311716 | Time: 1621.83 ms
[2022-01-12 15:03:24 main:574] : INFO : Epoch 1908 | loss: 0.0310702 | val_loss: 0.0311614 | Time: 1564.75 ms
[2022-01-12 15:03:26 main:574] : INFO : Epoch 1909 | loss: 0.0310669 | val_loss: 0.0311666 | Time: 1550.59 ms
[2022-01-12 15:03:27 main:574] : INFO : Epoch 1910 | loss: 0.0310646 | val_loss: 0.0311632 | Time: 1534.64 ms
[2022-01-12 15:03:29 main:574] : INFO : Epoch 1911 | loss: 0.0310635 | val_loss: 0.0311571 | Time: 1581.43 ms
[2022-01-12 15:03:30 main:574] : INFO : Epoch 1912 | loss: 0.0310628 | val_loss: 0.0311619 | Time: 1581.21 ms
[2022-01-12 15:03:32 main:574] : INFO : Epoch 1913 | loss: 0.0310631 | val_loss: 0.0311685 | Time: 1568.9 ms
[2022-01-12 15:03:34 main:574] : INFO : Epoch 1914 | loss: 0.0310604 | val_loss: 0.0311702 | Time: 1557.04 ms
[2022-01-12 15:03:35 main:574] : INFO : Epoch 1915 | loss: 0.0310627 | val_loss: 0.031165 | Time: 1545.39 ms
[2022-01-12 15:03:37 main:574] : INFO : Epoch 1916 | loss: 0.0310722 | val_loss: 0.031174 | Time: 1556.72 ms
[2022-01-12 15:03:38 main:574] : INFO : Epoch 1917 | loss: 0.0310891 | val_loss: 0.0311599 | Time: 1577.14 ms
[2022-01-12 15:03:40 main:574] : INFO : Epoch 1918 | loss: 0.0310826 | val_loss: 0.0311608 | Time: 1615.06 ms
[2022-01-12 15:03:41 main:574] : INFO : Epoch 1919 | loss: 0.0310773 | val_loss: 0.0311683 | Time: 1578.47 ms
[2022-01-12 15:03:43 main:574] : INFO : Epoch 1920 | loss: 0.0310699 | val_loss: 0.031173 | Time: 1551.01 ms
[2022-01-12 15:03:45 main:574] : INFO : Epoch 1921 | loss: 0.0310692 | val_loss: 0.0311737 | Time: 1557.47 ms
[2022-01-12 15:03:46 main:574] : INFO : Epoch 1922 | loss: 0.0310689 | val_loss: 0.0311664 | Time: 1591.45 ms
[2022-01-12 15:03:48 main:574] : INFO : Epoch 1923 | loss: 0.0310712 | val_loss: 0.031174 | Time: 1566.71 ms
[2022-01-12 15:03:49 main:574] : INFO : Epoch 1924 | loss: 0.0310723 | val_loss: 0.0311599 | Time: 1565.27 ms
[2022-01-12 15:03:51 main:574] : INFO : Epoch 1925 | loss: 0.03107 | val_loss: 0.0311649 | Time: 1530.52 ms
[2022-01-12 15:03:52 main:574] : INFO : Epoch 1926 | loss: 0.0310664 | val_loss: 0.0311608 | Time: 1589.76 ms
[2022-01-12 15:03:54 main:574] : INFO : Epoch 1927 | loss: 0.0310676 | val_loss: 0.0311737 | Time: 1598.84 ms
[2022-01-12 15:03:56 main:574] : INFO : Epoch 1928 | loss: 0.0310627 | val_loss: 0.0311771 | Time: 1617.2 ms
[2022-01-12 15:03:57 main:574] : INFO : Epoch 1929 | loss: 0.0310611 | val_loss: 0.0311735 | Time: 1581.9 ms
[2022-01-12 15:03:59 main:574] : INFO : Epoch 1930 | loss: 0.0310575 | val_loss: 0.0311698 | Time: 1545.44 ms
[2022-01-12 15:04:00 main:574] : INFO : Epoch 1931 | loss: 0.0310568 | val_loss: 0.0311769 | Time: 1602.52 ms
[2022-01-12 15:04:02 main:574] : INFO : Epoch 1932 | loss: 0.0310553 | val_loss: 0.0311629 | Time: 1545.24 ms
[2022-01-12 15:04:04 main:574] : INFO : Epoch 1933 | loss: 0.0310588 | val_loss: 0.0311702 | Time: 1626.93 ms
[2022-01-12 15:04:05 main:574] : INFO : Epoch 1934 | loss: 0.0310645 | val_loss: 0.0311709 | Time: 1581 ms
[2022-01-12 15:04:07 main:574] : INFO : Epoch 1935 | loss: 0.0310654 | val_loss: 0.0311614 | Time: 1516.88 ms
[2022-01-12 15:04:08 main:574] : INFO : Epoch 1936 | loss: 0.0310627 | val_loss: 0.0311697 | Time: 1593.87 ms
[2022-01-12 15:04:10 main:574] : INFO : Epoch 1937 | loss: 0.0310816 | val_loss: 0.0311617 | Time: 1559.31 ms
[2022-01-12 15:04:11 main:574] : INFO : Epoch 1938 | loss: 0.0310978 | val_loss: 0.0311474 | Time: 1628.97 ms
[2022-01-12 15:04:13 main:574] : INFO : Epoch 1939 | loss: 0.0310852 | val_loss: 0.0311569 | Time: 1566.09 ms
[2022-01-12 15:04:15 main:574] : INFO : Epoch 1940 | loss: 0.0310849 | val_loss: 0.0311576 | Time: 1628.03 ms
[2022-01-12 15:04:16 main:574] : INFO : Epoch 1941 | loss: 0.0310784 | val_loss: 0.0311561 | Time: 1558.76 ms
[2022-01-12 15:04:18 main:574] : INFO : Epoch 1942 | loss: 0.031073 | val_loss: 0.0311637 | Time: 1613.06 ms
[2022-01-12 15:04:19 main:574] : INFO : Epoch 1943 | loss: 0.0310695 | val_loss: 0.0311622 | Time: 1497.36 ms
[2022-01-12 15:04:21 main:574] : INFO : Epoch 1944 | loss: 0.0310663 | val_loss: 0.0311686 | Time: 1577.3 ms
[2022-01-12 15:04:22 main:574] : INFO : Epoch 1945 | loss: 0.0310671 | val_loss: 0.0311612 | Time: 1586.55 ms
[2022-01-12 15:04:24 main:574] : INFO : Epoch 1946 | loss: 0.0310691 | val_loss: 0.0311532 | Time: 1602.98 ms
[2022-01-12 15:04:26 main:574] : INFO : Epoch 1947 | loss: 0.0310691 | val_loss: 0.0311615 | Time: 1571.28 ms
[2022-01-12 15:04:27 main:574] : INFO : Epoch 1948 | loss: 0.0310713 | val_loss: 0.0311659 | Time: 1597.56 ms
[2022-01-12 15:04:29 main:574] : INFO : Epoch 1949 | loss: 0.0310741 | val_loss: 0.0311663 | Time: 1622.41 ms
[2022-01-12 15:04:30 main:574] : INFO : Epoch 1950 | loss: 0.0310693 | val_loss: 0.0311673 | Time: 1554.62 ms
[2022-01-12 15:04:32 main:574] : INFO : Epoch 1951 | loss: 0.0310677 | val_loss: 0.0311615 | Time: 1623.71 ms
[2022-01-12 15:04:34 main:574] : INFO : Epoch 1952 | loss: 0.0310629 | val_loss: 0.0311749 | Time: 1558.39 ms
[2022-01-12 15:04:35 main:574] : INFO : Epoch 1953 | loss: 0.0310642 | val_loss: 0.0311623 | Time: 1537.57 ms
[2022-01-12 15:04:37 main:574] : INFO : Epoch 1954 | loss: 0.0310631 | val_loss: 0.0311663 | Time: 1601.92 ms
[2022-01-12 15:04:38 main:574] : INFO : Epoch 1955 | loss: 0.0310646 | val_loss: 0.0311629 | Time: 1581.71 ms
[2022-01-12 15:04:40 main:574] : INFO : Epoch 1956 | loss: 0.0310613 | val_loss: 0.0311708 | Time: 1581.73 ms
[2022-01-12 15:04:41 main:574] : INFO : Epoch 1957 | loss: 0.0310576 | val_loss: 0.0311752 | Time: 1540.99 ms
[2022-01-12 15:04:43 main:574] : INFO : Epoch 1958 | loss: 0.0310581 | val_loss: 0.0311832 | Time: 1610.75 ms
[2022-01-12 15:04:45 main:574] : INFO : Epoch 1959 | loss: 0.0310614 | val_loss: 0.0311777 | Time: 1617.12 ms
[2022-01-12 15:04:46 main:574] : INFO : Epoch 1960 | loss: 0.0310592 | val_loss: 0.0311683 | Time: 1577.76 ms
[2022-01-12 15:04:48 main:574] : INFO : Epoch 1961 | loss: 0.0310719 | val_loss: 0.0311552 | Time: 1661.82 ms
[2022-01-12 15:04:49 main:574] : INFO : Epoch 1962 | loss: 0.0310758 | val_loss: 0.0311517 | Time: 1562.41 ms
[2022-01-12 15:04:51 main:574] : INFO : Epoch 1963 | loss: 0.0310726 | val_loss: 0.031154 | Time: 1542.73 ms
[2022-01-12 15:04:53 main:574] : INFO : Epoch 1964 | loss: 0.031068 | val_loss: 0.0311593 | Time: 1541.59 ms
[2022-01-12 15:04:54 main:574] : INFO : Epoch 1965 | loss: 0.0310658 | val_loss: 0.031159 | Time: 1551.53 ms
[2022-01-12 15:04:56 main:574] : INFO : Epoch 1966 | loss: 0.0310659 | val_loss: 0.0311638 | Time: 2084.56 ms
[2022-01-12 15:04:58 main:574] : INFO : Epoch 1967 | loss: 0.0310769 | val_loss: 0.0311724 | Time: 1505.43 ms
[2022-01-12 15:04:59 main:574] : INFO : Epoch 1968 | loss: 0.0310759 | val_loss: 0.0311615 | Time: 1631.85 ms
[2022-01-12 15:05:01 main:574] : INFO : Epoch 1969 | loss: 0.0310797 | val_loss: 0.0311598 | Time: 1621.68 ms
[2022-01-12 15:05:03 main:574] : INFO : Epoch 1970 | loss: 0.0310785 | val_loss: 0.0311582 | Time: 1570.67 ms
[2022-01-12 15:05:04 main:574] : INFO : Epoch 1971 | loss: 0.0310777 | val_loss: 0.0311598 | Time: 1582 ms
[2022-01-12 15:05:06 main:574] : INFO : Epoch 1972 | loss: 0.0310767 | val_loss: 0.0311621 | Time: 1527.93 ms
[2022-01-12 15:05:07 main:574] : INFO : Epoch 1973 | loss: 0.0310838 | val_loss: 0.0311554 | Time: 1576.21 ms
[2022-01-12 15:05:09 main:574] : INFO : Epoch 1974 | loss: 0.0310765 | val_loss: 0.0311579 | Time: 1592.72 ms
[2022-01-12 15:05:10 main:574] : INFO : Epoch 1975 | loss: 0.0310755 | val_loss: 0.0311576 | Time: 1575.29 ms
[2022-01-12 15:05:12 main:574] : INFO : Epoch 1976 | loss: 0.0310735 | val_loss: 0.031156 | Time: 1565.57 ms
[2022-01-12 15:05:13 main:574] : INFO : Epoch 1977 | loss: 0.0310668 | val_loss: 0.0311549 | Time: 1490.33 ms
[2022-01-12 15:05:15 main:574] : INFO : Epoch 1978 | loss: 0.031065 | val_loss: 0.0311665 | Time: 1607.47 ms
[2022-01-12 15:05:17 main:574] : INFO : Epoch 1979 | loss: 0.031064 | val_loss: 0.0311708 | Time: 1608.75 ms
[2022-01-12 15:05:18 main:574] : INFO : Epoch 1980 | loss: 0.0310631 | val_loss: 0.0311598 | Time: 1543.97 ms
[2022-01-12 15:05:20 main:574] : INFO : Epoch 1981 | loss: 0.0310629 | val_loss: 0.0311595 | Time: 1615.62 ms
[2022-01-12 15:05:21 main:574] : INFO : Epoch 1982 | loss: 0.0310633 | val_loss: 0.0311696 | Time: 1572.4 ms
[2022-01-12 15:05:23 main:574] : INFO : Epoch 1983 | loss: 0.0310636 | val_loss: 0.0311709 | Time: 1569.58 ms
[2022-01-12 15:05:25 main:574] : INFO : Epoch 1984 | loss: 0.0310606 | val_loss: 0.0311726 | Time: 1579.74 ms
[2022-01-12 15:05:26 main:574] : INFO : Epoch 1985 | loss: 0.0310612 | val_loss: 0.03118 | Time: 1600.41 ms
[2022-01-12 15:05:28 main:574] : INFO : Epoch 1986 | loss: 0.0310596 | val_loss: 0.0311742 | Time: 1574.48 ms
[2022-01-12 15:05:29 main:574] : INFO : Epoch 1987 | loss: 0.0310591 | val_loss: 0.0311817 | Time: 1577.76 ms
[2022-01-12 15:05:31 main:574] : INFO : Epoch 1988 | loss: 0.0310584 | val_loss: 0.0311818 | Time: 1514.47 ms
[2022-01-12 15:05:32 main:574] : INFO : Epoch 1989 | loss: 0.0310595 | val_loss: 0.0311651 | Time: 1600.87 ms
[2022-01-12 15:05:34 main:574] : INFO : Epoch 1990 | loss: 0.0310715 | val_loss: 0.0311623 | Time: 1532.05 ms
[2022-01-12 15:05:36 main:574] : INFO : Epoch 1991 | loss: 0.0310741 | val_loss: 0.0311624 | Time: 1557.34 ms
[2022-01-12 15:05:37 main:574] : INFO : Epoch 1992 | loss: 0.0310665 | val_loss: 0.0311657 | Time: 1532.16 ms
[2022-01-12 15:05:39 main:574] : INFO : Epoch 1993 | loss: 0.0310668 | val_loss: 0.0311663 | Time: 1558.11 ms
[2022-01-12 15:05:40 main:574] : INFO : Epoch 1994 | loss: 0.0310648 | val_loss: 0.0311702 | Time: 1609.71 ms
[2022-01-12 15:05:42 main:574] : INFO : Epoch 1995 | loss: 0.0310696 | val_loss: 0.0311769 | Time: 1558.97 ms
[2022-01-12 15:05:43 main:574] : INFO : Epoch 1996 | loss: 0.0310676 | val_loss: 0.0311613 | Time: 1586 ms
[2022-01-12 15:05:45 main:574] : INFO : Epoch 1997 | loss: 0.0310643 | val_loss: 0.0311638 | Time: 1597.91 ms
[2022-01-12 15:05:47 main:574] : INFO : Epoch 1998 | loss: 0.031063 | val_loss: 0.0311736 | Time: 1600.46 ms
[2022-01-12 15:05:48 main:574] : INFO : Epoch 1999 | loss: 0.0310652 | val_loss: 0.0311635 | Time: 1573.96 ms
[2022-01-12 15:05:50 main:574] : INFO : Epoch 2000 | loss: 0.0310629 | val_loss: 0.0311755 | Time: 1557.73 ms
[2022-01-12 15:05:51 main:574] : INFO : Epoch 2001 | loss: 0.0310688 | val_loss: 0.0311753 | Time: 1578.13 ms
[2022-01-12 15:05:53 main:574] : INFO : Epoch 2002 | loss: 0.0310779 | val_loss: 0.0311682 | Time: 1607.37 ms
[2022-01-12 15:05:55 main:574] : INFO : Epoch 2003 | loss: 0.0310701 | val_loss: 0.0311664 | Time: 1588.16 ms
[2022-01-12 15:05:56 main:574] : INFO : Epoch 2004 | loss: 0.0310658 | val_loss: 0.0311617 | Time: 1548.96 ms
[2022-01-12 15:05:58 main:574] : INFO : Epoch 2005 | loss: 0.031063 | val_loss: 0.0311841 | Time: 1621.02 ms
[2022-01-12 15:05:59 main:574] : INFO : Epoch 2006 | loss: 0.0310653 | val_loss: 0.0311648 | Time: 1609.14 ms
[2022-01-12 15:06:01 main:574] : INFO : Epoch 2007 | loss: 0.0310646 | val_loss: 0.0311597 | Time: 1613.47 ms
[2022-01-12 15:06:03 main:574] : INFO : Epoch 2008 | loss: 0.0310657 | val_loss: 0.0311659 | Time: 1577.26 ms
[2022-01-12 15:06:04 main:574] : INFO : Epoch 2009 | loss: 0.0310764 | val_loss: 0.0311685 | Time: 1590.38 ms
[2022-01-12 15:06:06 main:574] : INFO : Epoch 2010 | loss: 0.0310723 | val_loss: 0.0311701 | Time: 1590.94 ms
[2022-01-12 15:06:07 main:574] : INFO : Epoch 2011 | loss: 0.0310651 | val_loss: 0.0311692 | Time: 1597.61 ms
[2022-01-12 15:06:09 main:574] : INFO : Epoch 2012 | loss: 0.0310668 | val_loss: 0.0311659 | Time: 1609.52 ms
[2022-01-12 15:06:10 main:574] : INFO : Epoch 2013 | loss: 0.0310668 | val_loss: 0.0311773 | Time: 1503.76 ms
[2022-01-12 15:06:12 main:574] : INFO : Epoch 2014 | loss: 0.0310631 | val_loss: 0.0311781 | Time: 1587.85 ms
[2022-01-12 15:06:14 main:574] : INFO : Epoch 2015 | loss: 0.0310626 | val_loss: 0.0311729 | Time: 1538.48 ms
[2022-01-12 15:06:15 main:574] : INFO : Epoch 2016 | loss: 0.0310745 | val_loss: 0.0311756 | Time: 1640.85 ms
[2022-01-12 15:06:17 main:574] : INFO : Epoch 2017 | loss: 0.0310692 | val_loss: 0.0311679 | Time: 1538.72 ms
[2022-01-12 15:06:18 main:574] : INFO : Epoch 2018 | loss: 0.0310659 | val_loss: 0.0311811 | Time: 1628.7 ms
[2022-01-12 15:06:20 main:574] : INFO : Epoch 2019 | loss: 0.0310693 | val_loss: 0.0311616 | Time: 1615.31 ms
[2022-01-12 15:06:22 main:574] : INFO : Epoch 2020 | loss: 0.0310616 | val_loss: 0.031167 | Time: 1597.51 ms
[2022-01-12 15:06:23 main:574] : INFO : Epoch 2021 | loss: 0.0310589 | val_loss: 0.0311651 | Time: 1596.62 ms
[2022-01-12 15:06:25 main:574] : INFO : Epoch 2022 | loss: 0.0310583 | val_loss: 0.0311639 | Time: 1615.14 ms
[2022-01-12 15:06:26 main:574] : INFO : Epoch 2023 | loss: 0.0310665 | val_loss: 0.0311828 | Time: 1567.47 ms
[2022-01-12 15:06:28 main:574] : INFO : Epoch 2024 | loss: 0.031069 | val_loss: 0.0311675 | Time: 1588.42 ms
[2022-01-12 15:06:30 main:574] : INFO : Epoch 2025 | loss: 0.03107 | val_loss: 0.0311562 | Time: 1598.17 ms
[2022-01-12 15:06:31 main:574] : INFO : Epoch 2026 | loss: 0.0310708 | val_loss: 0.0311731 | Time: 1510.98 ms
[2022-01-12 15:06:33 main:574] : INFO : Epoch 2027 | loss: 0.0310678 | val_loss: 0.0311698 | Time: 1579.15 ms
[2022-01-12 15:06:34 main:574] : INFO : Epoch 2028 | loss: 0.0310648 | val_loss: 0.0311622 | Time: 1606.8 ms
[2022-01-12 15:06:36 main:574] : INFO : Epoch 2029 | loss: 0.0310572 | val_loss: 0.0311674 | Time: 1561.84 ms
[2022-01-12 15:06:37 main:574] : INFO : Epoch 2030 | loss: 0.0310608 | val_loss: 0.0311735 | Time: 1554.51 ms
[2022-01-12 15:06:39 main:574] : INFO : Epoch 2031 | loss: 0.0310594 | val_loss: 0.0311771 | Time: 1549.65 ms
[2022-01-12 15:06:41 main:574] : INFO : Epoch 2032 | loss: 0.0310592 | val_loss: 0.0311657 | Time: 1584.14 ms
[2022-01-12 15:06:42 main:574] : INFO : Epoch 2033 | loss: 0.0310669 | val_loss: 0.0311605 | Time: 1491.97 ms
[2022-01-12 15:06:44 main:574] : INFO : Epoch 2034 | loss: 0.0310673 | val_loss: 0.0311565 | Time: 1588.81 ms
[2022-01-12 15:06:45 main:574] : INFO : Epoch 2035 | loss: 0.0310653 | val_loss: 0.0311644 | Time: 1631.46 ms
[2022-01-12 15:06:47 main:574] : INFO : Epoch 2036 | loss: 0.0310692 | val_loss: 0.0311623 | Time: 1610.49 ms
[2022-01-12 15:06:48 main:574] : INFO : Epoch 2037 | loss: 0.0310634 | val_loss: 0.0311669 | Time: 1615.43 ms
[2022-01-12 15:06:50 main:574] : INFO : Epoch 2038 | loss: 0.0310648 | val_loss: 0.0311699 | Time: 1616.82 ms
[2022-01-12 15:06:52 main:574] : INFO : Epoch 2039 | loss: 0.0310795 | val_loss: 0.0311539 | Time: 1581.01 ms
[2022-01-12 15:06:53 main:574] : INFO : Epoch 2040 | loss: 0.0310735 | val_loss: 0.0311617 | Time: 1567.5 ms
[2022-01-12 15:06:55 main:574] : INFO : Epoch 2041 | loss: 0.0310652 | val_loss: 0.031169 | Time: 1615.73 ms
[2022-01-12 15:06:56 main:574] : INFO : Epoch 2042 | loss: 0.0310657 | val_loss: 0.0311747 | Time: 1594.93 ms
[2022-01-12 15:06:58 main:574] : INFO : Epoch 2043 | loss: 0.031062 | val_loss: 0.0311669 | Time: 1553.67 ms
[2022-01-12 15:07:00 main:574] : INFO : Epoch 2044 | loss: 0.0310609 | val_loss: 0.0311689 | Time: 1555.64 ms
[2022-01-12 15:07:01 main:574] : INFO : Epoch 2045 | loss: 0.0310617 | val_loss: 0.031182 | Time: 1592.01 ms
[2022-01-12 15:07:03 main:574] : INFO : Epoch 2046 | loss: 0.0310597 | val_loss: 0.0311743 | Time: 1590.86 ms
[2022-01-12 15:07:04 main:574] : INFO : Epoch 2047 | loss: 0.0310565 | val_loss: 0.0311613 | Time: 1533.58 ms
[2022-01-12 15:07:06 main:574] : INFO : Epoch 2048 | loss: 0.0310567 | val_loss: 0.0311731 | Time: 1622.32 ms
[2022-01-12 15:07:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311731
[2022-01-12 15:07:06 main:603] : INFO : Saving end state to config to file
[2022-01-12 15:07:06 main:608] : INFO : Success, exiting..
15:07:06 (8380): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)