Task 13697892
| Name | ParityModified-1647044203-1707-2-0_0 |
| Workunit | 10788325 |
| Created | 24 Mar 2022, 7:37:07 UTC |
| Sent | 31 Mar 2022, 11:56:47 UTC |
| Report deadline | 8 Apr 2022, 11:56:47 UTC |
| Received | 1 Apr 2022, 7:22:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15842 |
| Run time | 56 min 55 sec |
| CPU time | 56 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 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: 0.0311683 | val_loss: 0.0311803 | Time: 1849.48 ms
[2022-04-01 01:05:04 main:574] : INFO : Epoch 1543 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 1812.45 ms
[2022-04-01 01:05:06 main:574] : INFO : Epoch 1544 | loss: 0.0311688 | val_loss: 0.0311757 | Time: 1721.68 ms
[2022-04-01 01:05:08 main:574] : INFO : Epoch 1545 | loss: 0.0311675 | val_loss: 0.0311764 | Time: 1689.78 ms
[2022-04-01 01:05:09 main:574] : INFO : Epoch 1546 | loss: 0.0311663 | val_loss: 0.0311767 | Time: 1698.74 ms
[2022-04-01 01:05:11 main:574] : INFO : Epoch 1547 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 1631.32 ms
[2022-04-01 01:05:13 main:574] : INFO : Epoch 1548 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 1649.17 ms
[2022-04-01 01:05:14 main:574] : INFO : Epoch 1549 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 1637.82 ms
[2022-04-01 01:05:16 main:574] : INFO : Epoch 1550 | loss: 0.0311647 | val_loss: 0.031177 | Time: 1638.94 ms
[2022-04-01 01:05:18 main:574] : INFO : Epoch 1551 | loss: 0.0311648 | val_loss: 0.0311763 | Time: 1656.23 ms
[2022-04-01 01:05:19 main:574] : INFO : Epoch 1552 | loss: 0.0311638 | val_loss: 0.0311751 | Time: 1653.66 ms
[2022-04-01 01:05:21 main:574] : INFO : Epoch 1553 | loss: 0.0311636 | val_loss: 0.0311762 | Time: 1646.35 ms
[2022-04-01 01:05:23 main:574] : INFO : Epoch 1554 | loss: 0.0311638 | val_loss: 0.0311763 | Time: 1644.77 ms
[2022-04-01 01:05:24 main:574] : INFO : Epoch 1555 | loss: 0.0311636 | val_loss: 0.0311765 | Time: 1638.94 ms
[2022-04-01 01:05:26 main:574] : INFO : Epoch 1556 | loss: 0.0311627 | val_loss: 0.031176 | Time: 1655.24 ms
[2022-04-01 01:05:28 main:574] : INFO : Epoch 1557 | loss: 0.0311624 | val_loss: 0.0311774 | Time: 1666.21 ms
[2022-04-01 01:05:29 main:574] : INFO : Epoch 1558 | loss: 0.031162 | val_loss: 0.0311778 | Time: 1652.51 ms
[2022-04-01 01:05:31 main:574] : INFO : Epoch 1559 | loss: 0.0311617 | val_loss: 0.0311771 | Time: 1651.84 ms
[2022-04-01 01:05:33 main:574] : INFO : Epoch 1560 | loss: 0.0311615 | val_loss: 0.031181 | Time: 1672.18 ms
[2022-04-01 01:05:34 main:574] : INFO : Epoch 1561 | loss: 0.0311623 | val_loss: 0.0311804 | Time: 1657.07 ms
[2022-04-01 01:05:36 main:574] : INFO : Epoch 1562 | loss: 0.0311642 | val_loss: 0.0311793 | Time: 1651.56 ms
[2022-04-01 01:05:38 main:574] : INFO : Epoch 1563 | loss: 0.0311608 | val_loss: 0.0311763 | Time: 1663.57 ms
[2022-04-01 01:05:39 main:574] : INFO : Epoch 1564 | loss: 0.0311608 | val_loss: 0.0311766 | Time: 1655.28 ms
[2022-04-01 01:05:41 main:574] : INFO : Epoch 1565 | loss: 0.0311613 | val_loss: 0.0311788 | Time: 1642.29 ms
[2022-04-01 01:05:43 main:574] : INFO : Epoch 1566 | loss: 0.0311619 | val_loss: 0.0311753 | Time: 1656.76 ms
[2022-04-01 01:05:44 main:574] : INFO : Epoch 1567 | loss: 0.0311618 | val_loss: 0.0311779 | Time: 1642.43 ms
[2022-04-01 01:05:46 main:574] : INFO : Epoch 1568 | loss: 0.0311618 | val_loss: 0.0311793 | Time: 1644.97 ms
[2022-04-01 01:05:47 main:574] : INFO : Epoch 1569 | loss: 0.0311629 | val_loss: 0.0311783 | Time: 1641.13 ms
[2022-04-01 01:05:49 main:574] : INFO : Epoch 1570 | loss: 0.0311625 | val_loss: 0.0311769 | Time: 1654.63 ms
[2022-04-01 01:05:51 main:574] : INFO : Epoch 1571 | loss: 0.0311603 | val_loss: 0.0311772 | Time: 1641.32 ms
[2022-04-01 01:05:52 main:574] : INFO : Epoch 1572 | loss: 0.0311603 | val_loss: 0.0311777 | Time: 1654.83 ms
[2022-04-01 01:05:54 main:574] : INFO : Epoch 1573 | loss: 0.0311617 | val_loss: 0.031179 | Time: 1648.48 ms
[2022-04-01 01:05:56 main:574] : INFO : Epoch 1574 | loss: 0.031162 | val_loss: 0.0311786 | Time: 1655.77 ms
[2022-04-01 01:05:57 main:574] : INFO : Epoch 1575 | loss: 0.031162 | val_loss: 0.0311784 | Time: 1654.23 ms
[2022-04-01 01:05:59 main:574] : INFO : Epoch 1576 | loss: 0.0311621 | val_loss: 0.0311762 | Time: 1652.68 ms
[2022-04-01 01:06:01 main:574] : INFO : Epoch 1577 | loss: 0.03116 | val_loss: 0.0311775 | Time: 1644.47 ms
[2022-04-01 01:06:02 main:574] : INFO : Epoch 1578 | loss: 0.0311595 | val_loss: 0.0311797 | Time: 1654.23 ms
[2022-04-01 01:06:04 main:574] : INFO : Epoch 1579 | loss: 0.0311607 | val_loss: 0.0311805 | Time: 1652.11 ms
[2022-04-01 01:06:06 main:574] : INFO : Epoch 1580 | loss: 0.0311602 | val_loss: 0.0311788 | Time: 1662.5 ms
[2022-04-01 01:06:07 main:574] : INFO : Epoch 1581 | loss: 0.0311605 | val_loss: 0.0311776 | Time: 1656.44 ms
[2022-04-01 01:06:09 main:574] : INFO : Epoch 1582 | loss: 0.0311619 | val_loss: 0.0311771 | Time: 1644.09 ms
[2022-04-01 01:06:11 main:574] : INFO : Epoch 1583 | loss: 0.0311604 | val_loss: 0.0311768 | Time: 1636.63 ms
[2022-04-01 01:06:12 main:574] : INFO : Epoch 1584 | loss: 0.0311619 | val_loss: 0.0311807 | Time: 1652.37 ms
[2022-04-01 01:06:14 main:574] : INFO : Epoch 1585 | loss: 0.0311646 | val_loss: 0.0311794 | Time: 1658.98 ms
[2022-04-01 01:06:16 main:574] : INFO : Epoch 1586 | loss: 0.0311608 | val_loss: 0.0311764 | Time: 1644.52 ms
[2022-04-01 01:06:17 main:574] : INFO : Epoch 1587 | loss: 0.0311614 | val_loss: 0.0311784 | Time: 1652.18 ms
[2022-04-01 01:06:19 main:574] : INFO : Epoch 1588 | loss: 0.0311639 | val_loss: 0.0311761 | Time: 1663.44 ms
[2022-04-01 01:06:21 main:574] : INFO : Epoch 1589 | loss: 0.0311634 | val_loss: 0.0311776 | Time: 1646.06 ms
[2022-04-01 01:06:22 main:574] : INFO : Epoch 1590 | loss: 0.0311601 | val_loss: 0.0311791 | Time: 1631.34 ms
[2022-04-01 01:06:24 main:574] : INFO : Epoch 1591 | loss: 0.0311612 | val_loss: 0.0311765 | Time: 1662.24 ms
[2022-04-01 01:06:26 main:574] : INFO : Epoch 1592 | loss: 0.031161 | val_loss: 0.0311804 | Time: 1657.53 ms
[2022-04-01 01:06:27 main:574] : INFO : Epoch 1593 | loss: 0.0311641 | val_loss: 0.0311773 | Time: 1648.58 ms
[2022-04-01 01:06:29 main:574] : INFO : Epoch 1594 | loss: 0.031162 | val_loss: 0.0311777 | Time: 1645.71 ms
[2022-04-01 01:06:31 main:574] : INFO : Epoch 1595 | loss: 0.031161 | val_loss: 0.0311774 | Time: 1650.07 ms
[2022-04-01 01:06:32 main:574] : INFO : Epoch 1596 | loss: 0.0311592 | val_loss: 0.0311744 | Time: 1650.02 ms
[2022-04-01 01:06:34 main:574] : INFO : Epoch 1597 | loss: 0.0311591 | val_loss: 0.0311736 | Time: 1657.75 ms
[2022-04-01 01:06:35 main:574] : INFO : Epoch 1598 | loss: 0.0311598 | val_loss: 0.0311757 | Time: 1654.57 ms
[2022-04-01 01:06:37 main:574] : INFO : Epoch 1599 | loss: 0.0311589 | val_loss: 0.031178 | Time: 1658.35 ms
[2022-04-01 01:06:39 main:574] : INFO : Epoch 1600 | loss: 0.0311575 | val_loss: 0.0311808 | Time: 1654.99 ms
[2022-04-01 01:06:40 main:574] : INFO : Epoch 1601 | loss: 0.0311617 | val_loss: 0.031178 | Time: 1649.97 ms
[2022-04-01 01:06:42 main:574] : INFO : Epoch 1602 | loss: 0.0311706 | val_loss: 0.0311755 | Time: 1652.86 ms
[2022-04-01 01:06:44 main:574] : INFO : Epoch 1603 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 1638.72 ms
[2022-04-01 01:06:45 main:574] : INFO : Epoch 1604 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 1646.2 ms
[2022-04-01 01:06:47 main:574] : INFO : Epoch 1605 | loss: 0.0311644 | val_loss: 0.031176 | Time: 1650.98 ms
[2022-04-01 01:06:49 main:574] : INFO : Epoch 1606 | loss: 0.0311702 | val_loss: 0.0311759 | Time: 1680.43 ms
[2022-04-01 01:06:50 main:574] : INFO : Epoch 1607 | loss: 0.0311672 | val_loss: 0.0311741 | Time: 1642.43 ms
[2022-04-01 01:06:52 main:574] : INFO : Epoch 1608 | loss: 0.0311653 | val_loss: 0.0311757 | Time: 1639.52 ms
[2022-04-01 01:06:54 main:574] : INFO : Epoch 1609 | loss: 0.0311653 | val_loss: 0.0311715 | Time: 1661.78 ms
[2022-04-01 01:06:55 main:574] : INFO : Epoch 1610 | loss: 0.0311642 | val_loss: 0.0311753 | Time: 1634.94 ms
[2022-04-01 01:06:57 main:574] : INFO : Epoch 1611 | loss: 0.0311628 | val_loss: 0.0311765 | Time: 1651 ms
[2022-04-01 01:06:59 main:574] : INFO : Epoch 1612 | loss: 0.0311611 | val_loss: 0.0311763 | Time: 1655.25 ms
[2022-04-01 01:07:00 main:574] : INFO : Epoch 1613 | loss: 0.03116 | val_loss: 0.0311759 | Time: 1660 ms
[2022-04-01 01:07:02 main:574] : INFO : Epoch 1614 | loss: 0.0311611 | val_loss: 0.0311746 | Time: 1648.77 ms
[2022-04-01 01:07:04 main:574] : INFO : Epoch 1615 | loss: 0.0311602 | val_loss: 0.031176 | Time: 1661.26 ms
[2022-04-01 01:07:05 main:574] : INFO : Epoch 1616 | loss: 0.0311619 | val_loss: 0.0311766 | Time: 1636.3 ms
[2022-04-01 01:07:07 main:574] : INFO : Epoch 1617 | loss: 0.0311608 | val_loss: 0.031175 | Time: 1639.72 ms
[2022-04-01 01:07:09 main:574] : INFO : Epoch 1618 | loss: 0.0311608 | val_loss: 0.0311735 | Time: 1655.04 ms
[2022-04-01 01:07:10 main:574] : INFO : Epoch 1619 | loss: 0.0311604 | val_loss: 0.0311753 | Time: 1646.54 ms
[2022-04-01 01:07:12 main:574] : INFO : Epoch 1620 | loss: 0.0311591 | val_loss: 0.031178 | Time: 1647.35 ms
[2022-04-01 01:07:14 main:574] : INFO : Epoch 1621 | loss: 0.0311594 | val_loss: 0.0311762 | Time: 1659.99 ms
[2022-04-01 01:07:15 main:574] : INFO : Epoch 1622 | loss: 0.0311601 | val_loss: 0.0311799 | Time: 1649.57 ms
[2022-04-01 01:07:17 main:574] : INFO : Epoch 1623 | loss: 0.0311597 | val_loss: 0.0311749 | Time: 1655.46 ms
[2022-04-01 01:07:19 main:574] : INFO : Epoch 1624 | loss: 0.0311584 | val_loss: 0.0311757 | Time: 1650.17 ms
[2022-04-01 01:07:20 main:574] : INFO : Epoch 1625 | loss: 0.0311607 | val_loss: 0.0311754 | Time: 1626.79 ms
[2022-04-01 01:07:22 main:574] : INFO : Epoch 1626 | loss: 0.0311626 | val_loss: 0.0311807 | Time: 1650.77 ms
[2022-04-01 01:07:23 main:574] : INFO : Epoch 1627 | loss: 0.031161 | val_loss: 0.0311758 | Time: 1652.24 ms
[2022-04-01 01:07:25 main:574] : INFO : Epoch 1628 | loss: 0.0311582 | val_loss: 0.0311745 | Time: 1651.04 ms
[2022-04-01 01:07:27 main:574] : INFO : Epoch 1629 | loss: 0.0311583 | val_loss: 0.0311755 | Time: 1659.85 ms
[2022-04-01 01:07:28 main:574] : INFO : Epoch 1630 | loss: 0.0311587 | val_loss: 0.0311741 | Time: 1648.71 ms
[2022-04-01 01:07:30 main:574] : INFO : Epoch 1631 | loss: 0.0311584 | val_loss: 0.0311755 | Time: 1634.81 ms
[2022-04-01 01:07:32 main:574] : INFO : Epoch 1632 | loss: 0.0311577 | val_loss: 0.0311749 | Time: 1652.89 ms
[2022-04-01 01:07:33 main:574] : INFO : Epoch 1633 | loss: 0.0311577 | val_loss: 0.0311743 | Time: 1661.38 ms
[2022-04-01 01:07:35 main:574] : INFO : Epoch 1634 | loss: 0.0311586 | val_loss: 0.0311766 | Time: 1652.04 ms
[2022-04-01 01:07:37 main:574] : INFO : Epoch 1635 | loss: 0.0311583 | val_loss: 0.0311764 | Time: 1654.17 ms
[2022-04-01 01:07:38 main:574] : INFO : Epoch 1636 | loss: 0.0311576 | val_loss: 0.0311765 | Time: 1656.74 ms
[2022-04-01 01:07:40 main:574] : INFO : Epoch 1637 | loss: 0.0311601 | val_loss: 0.0311798 | Time: 1653.21 ms
[2022-04-01 01:07:42 main:574] : INFO : Epoch 1638 | loss: 0.0311593 | val_loss: 0.0311744 | Time: 1644.88 ms
[2022-04-01 01:07:43 main:574] : INFO : Epoch 1639 | loss: 0.0311575 | val_loss: 0.0311725 | Time: 1652.38 ms
[2022-04-01 01:07:45 main:574] : INFO : Epoch 1640 | loss: 0.0311574 | val_loss: 0.0311749 | Time: 1651.55 ms
[2022-04-01 01:07:47 main:574] : INFO : Epoch 1641 | loss: 0.0311576 | val_loss: 0.031175 | Time: 1654.11 ms
[2022-04-01 01:07:48 main:574] : INFO : Epoch 1642 | loss: 0.0311578 | val_loss: 0.0311749 | Time: 1652.58 ms
[2022-04-01 01:07:50 main:574] : INFO : Epoch 1643 | loss: 0.0311586 | val_loss: 0.0311767 | Time: 1652.74 ms
[2022-04-01 01:07:52 main:574] : INFO : Epoch 1644 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 1640.12 ms
[2022-04-01 01:07:53 main:574] : INFO : Epoch 1645 | loss: 0.031156 | val_loss: 0.0311737 | Time: 1651.23 ms
[2022-04-01 01:07:55 main:574] : INFO : Epoch 1646 | loss: 0.0311571 | val_loss: 0.0311779 | Time: 1650.5 ms
[2022-04-01 01:07:57 main:574] : INFO : Epoch 1647 | loss: 0.0311578 | val_loss: 0.0311738 | Time: 1654.32 ms
[2022-04-01 01:07:58 main:574] : INFO : Epoch 1648 | loss: 0.0311567 | val_loss: 0.031175 | Time: 1656.73 ms
[2022-04-01 01:08:00 main:574] : INFO : Epoch 1649 | loss: 0.0311558 | val_loss: 0.0311762 | Time: 1652.14 ms
[2022-04-01 01:08:02 main:574] : INFO : Epoch 1650 | loss: 0.0311582 | val_loss: 0.0311739 | Time: 1637.09 ms
[2022-04-01 01:08:03 main:574] : INFO : Epoch 1651 | loss: 0.0311563 | val_loss: 0.0311739 | Time: 1644.1 ms
[2022-04-01 01:08:05 main:574] : INFO : Epoch 1652 | loss: 0.0311598 | val_loss: 0.0311783 | Time: 1635.11 ms
[2022-04-01 01:08:06 main:574] : INFO : Epoch 1653 | loss: 0.0311558 | val_loss: 0.0311737 | Time: 1634.82 ms
[2022-04-01 01:08:08 main:574] : INFO : Epoch 1654 | loss: 0.0311566 | val_loss: 0.031175 | Time: 1649.69 ms
[2022-04-01 01:08:10 main:574] : INFO : Epoch 1655 | loss: 0.0311548 | val_loss: 0.0311781 | Time: 1654.36 ms
[2022-04-01 01:08:11 main:574] : INFO : Epoch 1656 | loss: 0.031154 | val_loss: 0.0311775 | Time: 1648.06 ms
[2022-04-01 01:08:13 main:574] : INFO : Epoch 1657 | loss: 0.0311556 | val_loss: 0.031177 | Time: 1645.28 ms
[2022-04-01 01:08:15 main:574] : INFO : Epoch 1658 | loss: 0.0311569 | val_loss: 0.0311752 | Time: 1647.37 ms
[2022-04-01 01:08:16 main:574] : INFO : Epoch 1659 | loss: 0.0311558 | val_loss: 0.0311832 | Time: 1645.85 ms
[2022-04-01 01:08:18 main:574] : INFO : Epoch 1660 | loss: 0.031157 | val_loss: 0.0311775 | Time: 1653.72 ms
[2022-04-01 01:08:20 main:574] : INFO : Epoch 1661 | loss: 0.031157 | val_loss: 0.0311797 | Time: 1641.26 ms
[2022-04-01 01:08:21 main:574] : INFO : Epoch 1662 | loss: 0.0311563 | val_loss: 0.0311779 | Time: 1635.35 ms
[2022-04-01 01:08:23 main:574] : INFO : Epoch 1663 | loss: 0.0311545 | val_loss: 0.0311777 | Time: 1661.83 ms
[2022-04-01 01:08:25 main:574] : INFO : Epoch 1664 | loss: 0.0311544 | val_loss: 0.0311777 | Time: 1633.81 ms
[2022-04-01 01:08:26 main:574] : INFO : Epoch 1665 | loss: 0.0311545 | val_loss: 0.0311768 | Time: 1650.39 ms
[2022-04-01 01:08:28 main:574] : INFO : Epoch 1666 | loss: 0.0311553 | val_loss: 0.0311799 | Time: 1645.07 ms
[2022-04-01 01:08:30 main:574] : INFO : Epoch 1667 | loss: 0.0311545 | val_loss: 0.0311803 | Time: 1653.91 ms
[2022-04-01 01:08:31 main:574] : INFO : Epoch 1668 | loss: 0.0311647 | val_loss: 0.0311741 | Time: 1636.53 ms
[2022-04-01 01:08:33 main:574] : INFO : Epoch 1669 | loss: 0.0311617 | val_loss: 0.0311787 | Time: 1650.7 ms
[2022-04-01 01:08:35 main:574] : INFO : Epoch 1670 | loss: 0.0311606 | val_loss: 0.0311748 | Time: 1661.83 ms
[2022-04-01 01:08:36 main:574] : INFO : Epoch 1671 | loss: 0.03116 | val_loss: 0.0311752 | Time: 1658.43 ms
[2022-04-01 01:08:38 main:574] : INFO : Epoch 1672 | loss: 0.0311563 | val_loss: 0.0311745 | Time: 1654.37 ms
[2022-04-01 01:08:39 main:574] : INFO : Epoch 1673 | loss: 0.0311562 | val_loss: 0.0311767 | Time: 1645.75 ms
[2022-04-01 01:08:41 main:574] : INFO : Epoch 1674 | loss: 0.0311578 | val_loss: 0.0311793 | Time: 1641.06 ms
[2022-04-01 01:08:43 main:574] : INFO : Epoch 1675 | loss: 0.0311581 | val_loss: 0.0311737 | Time: 1635.73 ms
[2022-04-01 01:08:44 main:574] : INFO : Epoch 1676 | loss: 0.0311559 | val_loss: 0.0311784 | Time: 1652.22 ms
[2022-04-01 01:08:46 main:574] : INFO : Epoch 1677 | loss: 0.0311552 | val_loss: 0.0311821 | Time: 1641.87 ms
[2022-04-01 01:08:48 main:574] : INFO : Epoch 1678 | loss: 0.0311579 | val_loss: 0.031174 | Time: 1654.16 ms
[2022-04-01 01:08:49 main:574] : INFO : Epoch 1679 | loss: 0.0311547 | val_loss: 0.0311762 | Time: 1658.71 ms
[2022-04-01 01:08:51 main:574] : INFO : Epoch 1680 | loss: 0.0311551 | val_loss: 0.0311778 | Time: 1653.55 ms
[2022-04-01 01:08:53 main:574] : INFO : Epoch 1681 | loss: 0.0311542 | val_loss: 0.0311751 | Time: 1652.66 ms
[2022-04-01 01:08:54 main:574] : INFO : Epoch 1682 | loss: 0.031157 | val_loss: 0.0311762 | Time: 1653.65 ms
[2022-04-01 01:08:56 main:574] : INFO : Epoch 1683 | loss: 0.0311552 | val_loss: 0.031177 | Time: 1652.16 ms
[2022-04-01 01:08:58 main:574] : INFO : Epoch 1684 | loss: 0.0311538 | val_loss: 0.0311748 | Time: 1634.56 ms
[2022-04-01 01:08:59 main:574] : INFO : Epoch 1685 | loss: 0.031153 | val_loss: 0.0311803 | Time: 1653.75 ms
[2022-04-01 01:09:01 main:574] : INFO : Epoch 1686 | loss: 0.0311526 | val_loss: 0.0311765 | Time: 1646.4 ms
[2022-04-01 01:09:03 main:574] : INFO : Epoch 1687 | loss: 0.031155 | val_loss: 0.0311744 | Time: 1643.95 ms
[2022-04-01 01:09:04 main:574] : INFO : Epoch 1688 | loss: 0.0311545 | val_loss: 0.0311792 | Time: 1650.58 ms
[2022-04-01 01:09:06 main:574] : INFO : Epoch 1689 | loss: 0.0311558 | val_loss: 0.0311764 | Time: 1640.77 ms
[2022-04-01 01:09:08 main:574] : INFO : Epoch 1690 | loss: 0.0311572 | val_loss: 0.0311794 | Time: 1650 ms
[2022-04-01 01:09:09 main:574] : INFO : Epoch 1691 | loss: 0.0311594 | val_loss: 0.0311761 | Time: 1660.13 ms
[2022-04-01 01:09:11 main:574] : INFO : Epoch 1692 | loss: 0.0311546 | val_loss: 0.0311766 | Time: 1642.13 ms
[2022-04-01 01:09:13 main:574] : INFO : Epoch 1693 | loss: 0.031153 | val_loss: 0.0311757 | Time: 1653.98 ms
[2022-04-01 01:09:14 main:574] : INFO : Epoch 1694 | loss: 0.0311541 | val_loss: 0.0311804 | Time: 1652.16 ms
[2022-04-01 01:09:16 main:574] : INFO : Epoch 1695 | loss: 0.0311529 | val_loss: 0.0311764 | Time: 1647.88 ms
[2022-04-01 01:09:17 main:574] : INFO : Epoch 1696 | loss: 0.0311529 | val_loss: 0.0311751 | Time: 1643.94 ms
[2022-04-01 01:09:19 main:574] : INFO : Epoch 1697 | loss: 0.0311536 | val_loss: 0.0311774 | Time: 1654.05 ms
[2022-04-01 01:09:21 main:574] : INFO : Epoch 1698 | loss: 0.0311537 | val_loss: 0.0311773 | Time: 1652.47 ms
[2022-04-01 01:09:22 main:574] : INFO : Epoch 1699 | loss: 0.0311526 | val_loss: 0.0311778 | Time: 1643.72 ms
[2022-04-01 01:09:24 main:574] : INFO : Epoch 1700 | loss: 0.0311511 | val_loss: 0.0311786 | Time: 1652.24 ms
[2022-04-01 01:09:26 main:574] : INFO : Epoch 1701 | loss: 0.0311512 | val_loss: 0.0311771 | Time: 1652.97 ms
[2022-04-01 01:09:27 main:574] : INFO : Epoch 1702 | loss: 0.031151 | val_loss: 0.0311748 | Time: 1632.88 ms
[2022-04-01 01:09:29 main:574] : INFO : Epoch 1703 | loss: 0.031151 | val_loss: 0.0311739 | Time: 1660.03 ms
[2022-04-01 01:09:31 main:574] : INFO : Epoch 1704 | loss: 0.0311506 | val_loss: 0.0311797 | Time: 1646.41 ms
[2022-04-01 01:09:32 main:574] : INFO : Epoch 1705 | loss: 0.031152 | val_loss: 0.0311775 | Time: 1636.79 ms
[2022-04-01 01:09:34 main:574] : INFO : Epoch 1706 | loss: 0.03115 | val_loss: 0.0311799 | Time: 1648.78 ms
[2022-04-01 01:09:36 main:574] : INFO : Epoch 1707 | loss: 0.0311514 | val_loss: 0.0311783 | Time: 1656.76 ms
[2022-04-01 01:09:37 main:574] : INFO : Epoch 1708 | loss: 0.0311519 | val_loss: 0.0311798 | Time: 1653.37 ms
[2022-04-01 01:09:39 main:574] : INFO : Epoch 1709 | loss: 0.0311583 | val_loss: 0.0311854 | Time: 1667.11 ms
[2022-04-01 01:09:41 main:574] : INFO : Epoch 1710 | loss: 0.0311586 | val_loss: 0.0311787 | Time: 1650.03 ms
[2022-04-01 01:09:42 main:574] : INFO : Epoch 1711 | loss: 0.0311619 | val_loss: 0.0311767 | Time: 1634.01 ms
[2022-04-01 01:09:44 main:574] : INFO : Epoch 1712 | loss: 0.0311557 | val_loss: 0.0311793 | Time: 1659.53 ms
[2022-04-01 01:09:46 main:574] : INFO : Epoch 1713 | loss: 0.031154 | val_loss: 0.0311813 | Time: 1649.94 ms
[2022-04-01 01:09:47 main:574] : INFO : Epoch 1714 | loss: 0.0311526 | val_loss: 0.031178 | Time: 1652.23 ms
[2022-04-01 01:09:49 main:574] : INFO : Epoch 1715 | loss: 0.0311515 | val_loss: 0.0311782 | Time: 1641.44 ms
[2022-04-01 01:09:51 main:574] : INFO : Epoch 1716 | loss: 0.0311523 | val_loss: 0.0311756 | Time: 1636.66 ms
[2022-04-01 01:09:52 main:574] : INFO : Epoch 1717 | loss: 0.0311537 | val_loss: 0.0311805 | Time: 1640.57 ms
[2022-04-01 01:09:54 main:574] : INFO : Epoch 1718 | loss: 0.0311541 | val_loss: 0.0311862 | Time: 1653.47 ms
[2022-04-01 01:09:56 main:574] : INFO : Epoch 1719 | loss: 0.0311566 | val_loss: 0.0311776 | Time: 1650.52 ms
[2022-04-01 01:09:57 main:574] : INFO : Epoch 1720 | loss: 0.0311553 | val_loss: 0.031177 | Time: 1640.83 ms
[2022-04-01 01:09:59 main:574] : INFO : Epoch 1721 | loss: 0.0311527 | val_loss: 0.0311766 | Time: 1659.34 ms
[2022-04-01 01:10:00 main:574] : INFO : Epoch 1722 | loss: 0.0311519 | val_loss: 0.0311767 | Time: 1648.3 ms
[2022-04-01 01:10:02 main:574] : INFO : Epoch 1723 | loss: 0.0311511 | val_loss: 0.0311747 | Time: 1681.99 ms
[2022-04-01 01:10:04 main:574] : INFO : Epoch 1724 | loss: 0.0311527 | val_loss: 0.0311747 | Time: 1854.69 ms
[2022-04-01 01:10:06 main:574] : INFO : Epoch 1725 | loss: 0.0311543 | val_loss: 0.0311802 | Time: 1733.2 ms
[2022-04-01 01:10:07 main:574] : INFO : Epoch 1726 | loss: 0.0311576 | val_loss: 0.0311778 | Time: 1656.47 ms
[2022-04-01 01:10:09 main:574] : INFO : Epoch 1727 | loss: 0.0311538 | val_loss: 0.0311785 | Time: 1685.66 ms
[2022-04-01 01:10:11 main:574] : INFO : Epoch 1728 | loss: 0.0311534 | val_loss: 0.0311798 | Time: 1673.9 ms
[2022-04-01 01:10:12 main:574] : INFO : Epoch 1729 | loss: 0.0311531 | val_loss: 0.0311757 | Time: 1638.96 ms
[2022-04-01 01:10:14 main:574] : INFO : Epoch 1730 | loss: 0.0311549 | val_loss: 0.031174 | Time: 1651.08 ms
[2022-04-01 01:10:16 main:574] : INFO : Epoch 1731 | loss: 0.0311531 | val_loss: 0.0311777 | Time: 1638.18 ms
[2022-04-01 01:10:17 main:574] : INFO : Epoch 1732 | loss: 0.0311523 | val_loss: 0.0311749 | Time: 1656.11 ms
[2022-04-01 01:10:19 main:574] : INFO : Epoch 1733 | loss: 0.0311521 | val_loss: 0.0311728 | Time: 1661.44 ms
[2022-04-01 01:10:21 main:574] : INFO : Epoch 1734 | loss: 0.0311507 | val_loss: 0.0311751 | Time: 1649.33 ms
[2022-04-01 01:10:22 main:574] : INFO : Epoch 1735 | loss: 0.0311498 | val_loss: 0.0311781 | Time: 1658.7 ms
[2022-04-01 01:10:24 main:574] : INFO : Epoch 1736 | loss: 0.0311547 | val_loss: 0.0311806 | Time: 1653.1 ms
[2022-04-01 01:10:26 main:574] : INFO : Epoch 1737 | loss: 0.0311544 | val_loss: 0.0311776 | Time: 1637.54 ms
[2022-04-01 01:10:27 main:574] : INFO : Epoch 1738 | loss: 0.0311544 | val_loss: 0.0311771 | Time: 1642.62 ms
[2022-04-01 01:10:29 main:574] : INFO : Epoch 1739 | loss: 0.0311572 | val_loss: 0.0311745 | Time: 1661.43 ms
[2022-04-01 01:10:31 main:574] : INFO : Epoch 1740 | loss: 0.031156 | val_loss: 0.031178 | Time: 1642.99 ms
[2022-04-01 01:10:32 main:574] : INFO : Epoch 1741 | loss: 0.031154 | val_loss: 0.0311757 | Time: 1654.45 ms
[2022-04-01 01:10:34 main:574] : INFO : Epoch 1742 | loss: 0.0311553 | val_loss: 0.0311737 | Time: 1668.14 ms
[2022-04-01 01:10:36 main:574] : INFO : Epoch 1743 | loss: 0.0311507 | val_loss: 0.0311775 | Time: 1662.38 ms
[2022-04-01 01:10:37 main:574] : INFO : Epoch 1744 | loss: 0.0311521 | val_loss: 0.0311755 | Time: 1652.54 ms
[2022-04-01 01:10:39 main:574] : INFO : Epoch 1745 | loss: 0.031152 | val_loss: 0.0311777 | Time: 1667.45 ms
[2022-04-01 01:10:41 main:574] : INFO : Epoch 1746 | loss: 0.031151 | val_loss: 0.0311742 | Time: 1652.93 ms
[2022-04-01 01:10:42 main:574] : INFO : Epoch 1747 | loss: 0.0311488 | val_loss: 0.0311742 | Time: 1650.38 ms
[2022-04-01 01:10:44 main:574] : INFO : Epoch 1748 | loss: 0.0311499 | val_loss: 0.0311745 | Time: 1652.07 ms
[2022-04-01 01:10:46 main:574] : INFO : Epoch 1749 | loss: 0.0311518 | val_loss: 0.0311812 | Time: 1655.13 ms
[2022-04-01 01:10:47 main:574] : INFO : Epoch 1750 | loss: 0.0311574 | val_loss: 0.0311783 | Time: 1635.37 ms
[2022-04-01 01:10:49 main:574] : INFO : Epoch 1751 | loss: 0.0311518 | val_loss: 0.0311758 | Time: 1648.53 ms
[2022-04-01 01:10:51 main:574] : INFO : Epoch 1752 | loss: 0.0311526 | val_loss: 0.0311761 | Time: 1655.09 ms
[2022-04-01 01:10:52 main:574] : INFO : Epoch 1753 | loss: 0.0311522 | val_loss: 0.0311793 | Time: 1658.6 ms
[2022-04-01 01:10:54 main:574] : INFO : Epoch 1754 | loss: 0.0311507 | val_loss: 0.0311823 | Time: 1659.97 ms
[2022-04-01 01:10:55 main:574] : INFO : Epoch 1755 | loss: 0.0311509 | val_loss: 0.0311758 | Time: 1640.8 ms
[2022-04-01 01:10:57 main:574] : INFO : Epoch 1756 | loss: 0.0311498 | val_loss: 0.0311764 | Time: 1644.66 ms
[2022-04-01 01:10:59 main:574] : INFO : Epoch 1757 | loss: 0.0311493 | val_loss: 0.0311762 | Time: 1649.9 ms
[2022-04-01 01:11:00 main:574] : INFO : Epoch 1758 | loss: 0.0311526 | val_loss: 0.0311761 | Time: 1638.86 ms
[2022-04-01 01:11:02 main:574] : INFO : Epoch 1759 | loss: 0.0311493 | val_loss: 0.0311842 | Time: 1648.85 ms
[2022-04-01 01:11:04 main:574] : INFO : Epoch 1760 | loss: 0.0311516 | val_loss: 0.031181 | Time: 1655.9 ms
[2022-04-01 01:11:05 main:574] : INFO : Epoch 1761 | loss: 0.031152 | val_loss: 0.0311742 | Time: 1655.9 ms
[2022-04-01 01:11:07 main:574] : INFO : Epoch 1762 | loss: 0.0311529 | val_loss: 0.0311861 | Time: 1626.41 ms
[2022-04-01 01:11:09 main:574] : INFO : Epoch 1763 | loss: 0.0311518 | val_loss: 0.0311837 | Time: 1658.38 ms
[2022-04-01 01:11:10 main:574] : INFO : Epoch 1764 | loss: 0.0311515 | val_loss: 0.0311797 | Time: 1656.21 ms
[2022-04-01 01:11:12 main:574] : INFO : Epoch 1765 | loss: 0.0311515 | val_loss: 0.0311783 | Time: 1654.3 ms
[2022-04-01 01:11:14 main:574] : INFO : Epoch 1766 | loss: 0.0311485 | val_loss: 0.0311782 | Time: 1645.24 ms
[2022-04-01 01:11:15 main:574] : INFO : Epoch 1767 | loss: 0.0311495 | val_loss: 0.031178 | Time: 1646.02 ms
[2022-04-01 01:11:17 main:574] : INFO : Epoch 1768 | loss: 0.0311477 | val_loss: 0.0311808 | Time: 1653.61 ms
[2022-04-01 01:11:19 main:574] : INFO : Epoch 1769 | loss: 0.0311508 | val_loss: 0.031181 | Time: 1669.4 ms
[2022-04-01 01:11:20 main:574] : INFO : Epoch 1770 | loss: 0.0311487 | val_loss: 0.0311784 | Time: 1648.74 ms
[2022-04-01 01:11:22 main:574] : INFO : Epoch 1771 | loss: 0.0311485 | val_loss: 0.0311815 | Time: 1636.76 ms
[2022-04-01 01:11:24 main:574] : INFO : Epoch 1772 | loss: 0.031152 | val_loss: 0.0311817 | Time: 1642.94 ms
[2022-04-01 01:11:25 main:574] : INFO : Epoch 1773 | loss: 0.0311487 | val_loss: 0.0311753 | Time: 1644.55 ms
[2022-04-01 01:11:27 main:574] : INFO : Epoch 1774 | loss: 0.0311486 | val_loss: 0.0311835 | Time: 1636.97 ms
[2022-04-01 01:11:29 main:574] : INFO : Epoch 1775 | loss: 0.0311505 | val_loss: 0.0311801 | Time: 1660.74 ms
[2022-04-01 01:11:30 main:574] : INFO : Epoch 1776 | loss: 0.0311494 | val_loss: 0.031176 | Time: 1650.85 ms
[2022-04-01 01:11:32 main:574] : INFO : Epoch 1777 | loss: 0.0311497 | val_loss: 0.0311833 | Time: 1660.16 ms
[2022-04-01 01:11:34 main:574] : INFO : Epoch 1778 | loss: 0.0311514 | val_loss: 0.0311784 | Time: 1653.55 ms
[2022-04-01 01:11:35 main:574] : INFO : Epoch 1779 | loss: 0.0311536 | val_loss: 0.0311845 | Time: 1655.85 ms
[2022-04-01 01:11:37 main:574] : INFO : Epoch 1780 | loss: 0.0311535 | val_loss: 0.0311777 | Time: 1652.18 ms
[2022-04-01 01:11:38 main:574] : INFO : Epoch 1781 | loss: 0.0311526 | val_loss: 0.0311768 | Time: 1656.29 ms
[2022-04-01 01:11:40 main:574] : INFO : Epoch 1782 | loss: 0.0311499 | val_loss: 0.0311783 | Time: 1654.49 ms
[2022-04-01 01:11:42 main:574] : INFO : Epoch 1783 | loss: 0.0311502 | val_loss: 0.0311773 | Time: 1640.65 ms
[2022-04-01 01:11:43 main:574] : INFO : Epoch 1784 | loss: 0.0311505 | val_loss: 0.0311783 | Time: 1635.39 ms
[2022-04-01 01:11:45 main:574] : INFO : Epoch 1785 | loss: 0.0311483 | val_loss: 0.0311827 | Time: 1654.24 ms
[2022-04-01 01:11:47 main:574] : INFO : Epoch 1786 | loss: 0.0311547 | val_loss: 0.0311887 | Time: 1642.44 ms
[2022-04-01 01:11:48 main:574] : INFO : Epoch 1787 | loss: 0.0311594 | val_loss: 0.0311828 | Time: 1643.84 ms
[2022-04-01 01:11:50 main:574] : INFO : Epoch 1788 | loss: 0.0311524 | val_loss: 0.0311789 | Time: 1661.89 ms
[2022-04-01 01:11:52 main:574] : INFO : Epoch 1789 | loss: 0.0311489 | val_loss: 0.0311805 | Time: 1648.81 ms
[2022-04-01 01:11:53 main:574] : INFO : Epoch 1790 | loss: 0.0311532 | val_loss: 0.0311805 | Time: 1643.03 ms
[2022-04-01 01:11:55 main:574] : INFO : Epoch 1791 | loss: 0.0311516 | val_loss: 0.0311777 | Time: 1662.22 ms
[2022-04-01 01:11:57 main:574] : INFO : Epoch 1792 | loss: 0.0311508 | val_loss: 0.0311773 | Time: 1644.57 ms
[2022-04-01 01:11:58 main:574] : INFO : Epoch 1793 | loss: 0.0311538 | val_loss: 0.0311763 | Time: 1637.63 ms
[2022-04-01 01:12:00 main:574] : INFO : Epoch 1794 | loss: 0.0311519 | val_loss: 0.0311794 | Time: 1660.24 ms
[2022-04-01 01:12:02 main:574] : INFO : Epoch 1795 | loss: 0.0311529 | val_loss: 0.0311785 | Time: 1665.18 ms
[2022-04-01 01:12:03 main:574] : INFO : Epoch 1796 | loss: 0.0311491 | val_loss: 0.0311791 | Time: 1643.56 ms
[2022-04-01 01:12:05 main:574] : INFO : Epoch 1797 | loss: 0.0311482 | val_loss: 0.0311795 | Time: 1661.27 ms
[2022-04-01 01:12:07 main:574] : INFO : Epoch 1798 | loss: 0.0311477 | val_loss: 0.0311767 | Time: 1654.37 ms
[2022-04-01 01:12:08 main:574] : INFO : Epoch 1799 | loss: 0.0311476 | val_loss: 0.0311764 | Time: 1648.19 ms
[2022-04-01 01:12:10 main:574] : INFO : Epoch 1800 | loss: 0.0311493 | val_loss: 0.0311733 | Time: 1650.77 ms
[2022-04-01 01:12:12 main:574] : INFO : Epoch 1801 | loss: 0.0311474 | val_loss: 0.0311766 | Time: 1639.08 ms
[2022-04-01 01:12:13 main:574] : INFO : Epoch 1802 | loss: 0.0311495 | val_loss: 0.031182 | Time: 1650.69 ms
[2022-04-01 01:12:15 main:574] : INFO : Epoch 1803 | loss: 0.0311481 | val_loss: 0.0311834 | Time: 1660.09 ms
[2022-04-01 01:12:17 main:574] : INFO : Epoch 1804 | loss: 0.0311468 | val_loss: 0.0311759 | Time: 1638.06 ms
[2022-04-01 01:12:18 main:574] : INFO : Epoch 1805 | loss: 0.031146 | val_loss: 0.0311794 | Time: 1661.96 ms
[2022-04-01 01:12:20 main:574] : INFO : Epoch 1806 | loss: 0.0311467 | val_loss: 0.031175 | Time: 1637.16 ms
[2022-04-01 01:12:21 main:574] : INFO : Epoch 1807 | loss: 0.0311483 | val_loss: 0.0311778 | Time: 1646.95 ms
[2022-04-01 01:12:23 main:574] : INFO : Epoch 1808 | loss: 0.0311467 | val_loss: 0.0311816 | Time: 1633.86 ms
[2022-04-01 01:12:25 main:574] : INFO : Epoch 1809 | loss: 0.031148 | val_loss: 0.0311771 | Time: 1660.73 ms
[2022-04-01 01:12:26 main:574] : INFO : Epoch 1810 | loss: 0.0311496 | val_loss: 0.0311802 | Time: 1638.13 ms
[2022-04-01 01:12:28 main:574] : INFO : Epoch 1811 | loss: 0.0311498 | val_loss: 0.0311822 | Time: 1649.73 ms
[2022-04-01 01:12:30 main:574] : INFO : Epoch 1812 | loss: 0.0311497 | val_loss: 0.0311799 | Time: 1652.73 ms
[2022-04-01 01:12:31 main:574] : INFO : Epoch 1813 | loss: 0.03115 | val_loss: 0.0311736 | Time: 1647.86 ms
[2022-04-01 01:12:33 main:574] : INFO : Epoch 1814 | loss: 0.0311531 | val_loss: 0.0311785 | Time: 1634.9 ms
[2022-04-01 01:12:35 main:574] : INFO : Epoch 1815 | loss: 0.0311536 | val_loss: 0.0311797 | Time: 1661.11 ms
[2022-04-01 01:12:36 main:574] : INFO : Epoch 1816 | loss: 0.0311543 | val_loss: 0.0311779 | Time: 1692.35 ms
[2022-04-01 01:12:38 main:574] : INFO : Epoch 1817 | loss: 0.0311499 | val_loss: 0.0311765 | Time: 1672.36 ms
[2022-04-01 01:12:40 main:574] : INFO : Epoch 1818 | loss: 0.0311494 | val_loss: 0.0311856 | Time: 1648.34 ms
[2022-04-01 01:12:41 main:574] : INFO : Epoch 1819 | loss: 0.0311512 | val_loss: 0.0311762 | Time: 1656.6 ms
[2022-04-01 01:12:43 main:574] : INFO : Epoch 1820 | loss: 0.0311537 | val_loss: 0.0311796 | Time: 1647.64 ms
[2022-04-01 01:12:45 main:574] : INFO : Epoch 1821 | loss: 0.0311516 | val_loss: 0.0311809 | Time: 1646.04 ms
[2022-04-01 01:12:46 main:574] : INFO : Epoch 1822 | loss: 0.0311562 | val_loss: 0.0311755 | Time: 1661.76 ms
[2022-04-01 01:12:48 main:574] : INFO : Epoch 1823 | loss: 0.0311507 | val_loss: 0.031185 | Time: 1656.52 ms
[2022-04-01 01:12:50 main:574] : INFO : Epoch 1824 | loss: 0.031153 | val_loss: 0.0311773 | Time: 1654.6 ms
[2022-04-01 01:12:51 main:574] : INFO : Epoch 1825 | loss: 0.0311535 | val_loss: 0.0311811 | Time: 1658.23 ms
[2022-04-01 01:12:53 main:574] : INFO : Epoch 1826 | loss: 0.0311495 | val_loss: 0.0311783 | Time: 1654.6 ms
[2022-04-01 01:12:55 main:574] : INFO : Epoch 1827 | loss: 0.031149 | val_loss: 0.0311744 | Time: 1652.4 ms
[2022-04-01 01:12:56 main:574] : INFO : Epoch 1828 | loss: 0.0311559 | val_loss: 0.0311754 | Time: 1646.29 ms
[2022-04-01 01:12:58 main:574] : INFO : Epoch 1829 | loss: 0.0311617 | val_loss: 0.0311772 | Time: 1654.26 ms
[2022-04-01 01:13:00 main:574] : INFO : Epoch 1830 | loss: 0.0311625 | val_loss: 0.0311736 | Time: 1653.49 ms
[2022-04-01 01:13:01 main:574] : INFO : Epoch 1831 | loss: 0.031163 | val_loss: 0.0311768 | Time: 1655 ms
[2022-04-01 01:13:03 main:574] : INFO : Epoch 1832 | loss: 0.0311632 | val_loss: 0.0311735 | Time: 1640.88 ms
[2022-04-01 01:13:05 main:574] : INFO : Epoch 1833 | loss: 0.0311595 | val_loss: 0.0311725 | Time: 1655.52 ms
[2022-04-01 01:13:06 main:574] : INFO : Epoch 1834 | loss: 0.0311586 | val_loss: 0.0311768 | Time: 1637.71 ms
[2022-04-01 01:13:08 main:574] : INFO : Epoch 1835 | loss: 0.0311582 | val_loss: 0.0311734 | Time: 1645.31 ms
[2022-04-01 01:13:10 main:574] : INFO : Epoch 1836 | loss: 0.0311564 | val_loss: 0.031176 | Time: 1658.18 ms
[2022-04-01 01:13:11 main:574] : INFO : Epoch 1837 | loss: 0.031158 | val_loss: 0.0311747 | Time: 1648.49 ms
[2022-04-01 01:13:13 main:574] : INFO : Epoch 1838 | loss: 0.0311573 | val_loss: 0.0311924 | Time: 1647.14 ms
[2022-04-01 01:13:14 main:574] : INFO : Epoch 1839 | loss: 0.0311574 | val_loss: 0.0311758 | Time: 1655.88 ms
[2022-04-01 01:13:16 main:574] : INFO : Epoch 1840 | loss: 0.0311643 | val_loss: 0.031175 | Time: 1638.26 ms
[2022-04-01 01:13:18 main:574] : INFO : Epoch 1841 | loss: 0.031163 | val_loss: 0.0311692 | Time: 1640.61 ms
[2022-04-01 01:13:19 main:574] : INFO : Epoch 1842 | loss: 0.0311587 | val_loss: 0.031173 | Time: 1650.49 ms
[2022-04-01 01:13:21 main:574] : INFO : Epoch 1843 | loss: 0.0311653 | val_loss: 0.0311765 | Time: 1644.84 ms
[2022-04-01 01:13:23 main:574] : INFO : Epoch 1844 | loss: 0.0311617 | val_loss: 0.0311753 | Time: 1655.32 ms
[2022-04-01 01:13:24 main:574] : INFO : Epoch 1845 | loss: 0.0311599 | val_loss: 0.0311709 | Time: 1654.38 ms
[2022-04-01 01:13:26 main:574] : INFO : Epoch 1846 | loss: 0.0311591 | val_loss: 0.0311757 | Time: 1665.86 ms
[2022-04-01 01:13:28 main:574] : INFO : Epoch 1847 | loss: 0.0311551 | val_loss: 0.0311772 | Time: 1655.23 ms
[2022-04-01 01:13:29 main:574] : INFO : Epoch 1848 | loss: 0.0311572 | val_loss: 0.0311768 | Time: 1659.36 ms
[2022-04-01 01:13:31 main:574] : INFO : Epoch 1849 | loss: 0.0311566 | val_loss: 0.0311738 | Time: 1636.03 ms
[2022-04-01 01:13:33 main:574] : INFO : Epoch 1850 | loss: 0.0311554 | val_loss: 0.0311766 | Time: 1654.47 ms
[2022-04-01 01:13:34 main:574] : INFO : Epoch 1851 | loss: 0.0311535 | val_loss: 0.0311728 | Time: 1666.64 ms
[2022-04-01 01:13:36 main:574] : INFO : Epoch 1852 | loss: 0.0311544 | val_loss: 0.0311771 | Time: 1656.37 ms
[2022-04-01 01:13:38 main:574] : INFO : Epoch 1853 | loss: 0.0311548 | val_loss: 0.0311754 | Time: 1646.26 ms
[2022-04-01 01:13:39 main:574] : INFO : Epoch 1854 | loss: 0.0311547 | val_loss: 0.0311725 | Time: 1658.33 ms
[2022-04-01 01:13:41 main:574] : INFO : Epoch 1855 | loss: 0.0311544 | val_loss: 0.0311758 | Time: 1651.81 ms
[2022-04-01 01:13:43 main:574] : INFO : Epoch 1856 | loss: 0.0311519 | val_loss: 0.0311759 | Time: 1651.19 ms
[2022-04-01 01:13:44 main:574] : INFO : Epoch 1857 | loss: 0.0311522 | val_loss: 0.0311739 | Time: 1645.44 ms
[2022-04-01 01:13:46 main:574] : INFO : Epoch 1858 | loss: 0.0311533 | val_loss: 0.0311781 | Time: 1648.14 ms
[2022-04-01 01:13:48 main:574] : INFO : Epoch 1859 | loss: 0.0311524 | val_loss: 0.0311751 | Time: 1655.5 ms
[2022-04-01 01:13:49 main:574] : INFO : Epoch 1860 | loss: 0.031151 | val_loss: 0.0311753 | Time: 1655.16 ms
[2022-04-01 01:13:51 main:574] : INFO : Epoch 1861 | loss: 0.0311533 | val_loss: 0.0311754 | Time: 1661.05 ms
[2022-04-01 01:13:53 main:574] : INFO : Epoch 1862 | loss: 0.0311589 | val_loss: 0.0311743 | Time: 1642.32 ms
[2022-04-01 01:13:54 main:574] : INFO : Epoch 1863 | loss: 0.0311562 | val_loss: 0.0311724 | Time: 1645.4 ms
[2022-04-01 01:13:56 main:574] : INFO : Epoch 1864 | loss: 0.0311571 | val_loss: 0.0311757 | Time: 1658.74 ms
[2022-04-01 01:13:58 main:574] : INFO : Epoch 1865 | loss: 0.0311558 | val_loss: 0.0311756 | Time: 1651.1 ms
[2022-04-01 01:13:59 main:574] : INFO : Epoch 1866 | loss: 0.0311548 | val_loss: 0.0311756 | Time: 1647.12 ms
[2022-04-01 01:14:01 main:574] : INFO : Epoch 1867 | loss: 0.0311539 | val_loss: 0.0311783 | Time: 1659.73 ms
[2022-04-01 01:14:03 main:574] : INFO : Epoch 1868 | loss: 0.0311541 | val_loss: 0.0311747 | Time: 1644.32 ms
[2022-04-01 01:14:04 main:574] : INFO : Epoch 1869 | loss: 0.0311537 | val_loss: 0.0311749 | Time: 1647.65 ms
[2022-04-01 01:14:06 main:574] : INFO : Epoch 1870 | loss: 0.0311518 | val_loss: 0.0311766 | Time: 1651.45 ms
[2022-04-01 01:14:07 main:574] : INFO : Epoch 1871 | loss: 0.0311543 | val_loss: 0.0311734 | Time: 1659.09 ms
[2022-04-01 01:14:09 main:574] : INFO : Epoch 1872 | loss: 0.031155 | val_loss: 0.0311791 | Time: 1658.95 ms
[2022-04-01 01:14:11 main:574] : INFO : Epoch 1873 | loss: 0.031153 | val_loss: 0.031175 | Time: 1651.48 ms
[2022-04-01 01:14:12 main:574] : INFO : Epoch 1874 | loss: 0.0311558 | val_loss: 0.0311776 | Time: 1627.43 ms
[2022-04-01 01:14:14 main:574] : INFO : Epoch 1875 | loss: 0.0311552 | val_loss: 0.031175 | Time: 1658.76 ms
[2022-04-01 01:14:16 main:574] : INFO : Epoch 1876 | loss: 0.0311528 | val_loss: 0.031178 | Time: 1648.69 ms
[2022-04-01 01:14:17 main:574] : INFO : Epoch 1877 | loss: 0.0311527 | val_loss: 0.0311748 | Time: 1649.94 ms
[2022-04-01 01:14:19 main:574] : INFO : Epoch 1878 | loss: 0.0311568 | val_loss: 0.0311765 | Time: 1639.92 ms
[2022-04-01 01:14:21 main:574] : INFO : Epoch 1879 | loss: 0.0311559 | val_loss: 0.031176 | Time: 1657.52 ms
[2022-04-01 01:14:22 main:574] : INFO : Epoch 1880 | loss: 0.0311562 | val_loss: 0.031177 | Time: 1653.91 ms
[2022-04-01 01:14:24 main:574] : INFO : Epoch 1881 | loss: 0.0311531 | val_loss: 0.0311743 | Time: 1644.71 ms
[2022-04-01 01:14:26 main:574] : INFO : Epoch 1882 | loss: 0.0311518 | val_loss: 0.0311777 | Time: 1661.5 ms
[2022-04-01 01:14:27 main:574] : INFO : Epoch 1883 | loss: 0.0311544 | val_loss: 0.0311788 | Time: 1639.87 ms
[2022-04-01 01:14:29 main:574] : INFO : Epoch 1884 | loss: 0.0311542 | val_loss: 0.0311754 | Time: 1649.12 ms
[2022-04-01 01:14:31 main:574] : INFO : Epoch 1885 | loss: 0.0311525 | val_loss: 0.0311783 | Time: 1658.17 ms
[2022-04-01 01:14:32 main:574] : INFO : Epoch 1886 | loss: 0.0311524 | val_loss: 0.0311811 | Time: 1644.77 ms
[2022-04-01 01:14:34 main:574] : INFO : Epoch 1887 | loss: 0.0311571 | val_loss: 0.0311717 | Time: 1647.32 ms
[2022-04-01 01:14:36 main:574] : INFO : Epoch 1888 | loss: 0.0311546 | val_loss: 0.0311742 | Time: 1653.67 ms
[2022-04-01 01:14:37 main:574] : INFO : Epoch 1889 | loss: 0.0311527 | val_loss: 0.0311783 | Time: 1657.33 ms
[2022-04-01 01:14:39 main:574] : INFO : Epoch 1890 | loss: 0.0311542 | val_loss: 0.0311726 | Time: 1657.92 ms
[2022-04-01 01:14:41 main:574] : INFO : Epoch 1891 | loss: 0.0311536 | val_loss: 0.0311716 | Time: 1639.81 ms
[2022-04-01 01:14:42 main:574] : INFO : Epoch 1892 | loss: 0.0311516 | val_loss: 0.0311736 | Time: 1651.48 ms
[2022-04-01 01:14:44 main:574] : INFO : Epoch 1893 | loss: 0.031151 | val_loss: 0.0311726 | Time: 1652.07 ms
[2022-04-01 01:14:46 main:574] : INFO : Epoch 1894 | loss: 0.0311717 | val_loss: 0.0311897 | Time: 1638.83 ms
[2022-04-01 01:14:47 main:574] : INFO : Epoch 1895 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 1653.41 ms
[2022-04-01 01:14:49 main:574] : INFO : Epoch 1896 | loss: 0.0311746 | val_loss: 0.0311756 | Time: 1636.68 ms
[2022-04-01 01:14:50 main:574] : INFO : Epoch 1897 | loss: 0.0311703 | val_loss: 0.0311722 | Time: 1651.65 ms
[2022-04-01 01:14:52 main:574] : INFO : Epoch 1898 | loss: 0.0311668 | val_loss: 0.0311751 | Time: 1642.37 ms
[2022-04-01 01:14:54 main:574] : INFO : Epoch 1899 | loss: 0.0311661 | val_loss: 0.0311713 | Time: 1636.32 ms
[2022-04-01 01:14:55 main:574] : INFO : Epoch 1900 | loss: 0.0311643 | val_loss: 0.031177 | Time: 1658.04 ms
[2022-04-01 01:14:57 main:574] : INFO : Epoch 1901 | loss: 0.0311633 | val_loss: 0.0311742 | Time: 1655.6 ms
[2022-04-01 01:14:59 main:574] : INFO : Epoch 1902 | loss: 0.0311612 | val_loss: 0.0311785 | Time: 1644.75 ms
[2022-04-01 01:15:00 main:574] : INFO : Epoch 1903 | loss: 0.0311611 | val_loss: 0.0311739 | Time: 1664.57 ms
[2022-04-01 01:15:02 main:574] : INFO : Epoch 1904 | loss: 0.0311565 | val_loss: 0.031171 | Time: 1645.63 ms
[2022-04-01 01:15:04 main:574] : INFO : Epoch 1905 | loss: 0.031156 | val_loss: 0.0311704 | Time: 1649.92 ms
[2022-04-01 01:15:05 main:574] : INFO : Epoch 1906 | loss: 0.0311557 | val_loss: 0.0311715 | Time: 1647.49 ms
[2022-04-01 01:15:07 main:574] : INFO : Epoch 1907 | loss: 0.0311575 | val_loss: 0.0311728 | Time: 1642.08 ms
[2022-04-01 01:15:09 main:574] : INFO : Epoch 1908 | loss: 0.0311554 | val_loss: 0.0311774 | Time: 1639.78 ms
[2022-04-01 01:15:10 main:574] : INFO : Epoch 1909 | loss: 0.0311551 | val_loss: 0.0311734 | Time: 1654.41 ms
[2022-04-01 01:15:12 main:574] : INFO : Epoch 1910 | loss: 0.0311552 | val_loss: 0.0311746 | Time: 1645.9 ms
[2022-04-01 01:15:14 main:574] : INFO : Epoch 1911 | loss: 0.031156 | val_loss: 0.0311748 | Time: 1652.45 ms
[2022-04-01 01:15:15 main:574] : INFO : Epoch 1912 | loss: 0.0311542 | val_loss: 0.0311776 | Time: 1651.12 ms
[2022-04-01 01:15:17 main:574] : INFO : Epoch 1913 | loss: 0.0311575 | val_loss: 0.0311779 | Time: 1648.77 ms
[2022-04-01 01:15:19 main:574] : INFO : Epoch 1914 | loss: 0.031156 | val_loss: 0.031177 | Time: 1657.7 ms
[2022-04-01 01:15:20 main:574] : INFO : Epoch 1915 | loss: 0.0311555 | val_loss: 0.0311725 | Time: 1656.86 ms
[2022-04-01 01:15:22 main:574] : INFO : Epoch 1916 | loss: 0.031158 | val_loss: 0.0311728 | Time: 1648.86 ms
[2022-04-01 01:15:24 main:574] : INFO : Epoch 1917 | loss: 0.0311564 | val_loss: 0.031177 | Time: 1653.9 ms
[2022-04-01 01:15:25 main:574] : INFO : Epoch 1918 | loss: 0.031153 | val_loss: 0.0311748 | Time: 1654.69 ms
[2022-04-01 01:15:27 main:574] : INFO : Epoch 1919 | loss: 0.0311601 | val_loss: 0.0311749 | Time: 1644.37 ms
[2022-04-01 01:15:29 main:574] : INFO : Epoch 1920 | loss: 0.0311592 | val_loss: 0.0311767 | Time: 1658.07 ms
[2022-04-01 01:15:30 main:574] : INFO : Epoch 1921 | loss: 0.0311565 | val_loss: 0.0311743 | Time: 1656.71 ms
[2022-04-01 01:15:32 main:574] : INFO : Epoch 1922 | loss: 0.0311556 | val_loss: 0.03117 | Time: 1640.12 ms
[2022-04-01 01:15:33 main:574] : INFO : Epoch 1923 | loss: 0.0311545 | val_loss: 0.0311757 | Time: 1653.8 ms
[2022-04-01 01:15:35 main:574] : INFO : Epoch 1924 | loss: 0.0311534 | val_loss: 0.0311804 | Time: 1638.81 ms
[2022-04-01 01:15:37 main:574] : INFO : Epoch 1925 | loss: 0.0311567 | val_loss: 0.031176 | Time: 1655.31 ms
[2022-04-01 01:15:38 main:574] : INFO : Epoch 1926 | loss: 0.0311547 | val_loss: 0.0311738 | Time: 1653.03 ms
[2022-04-01 01:15:40 main:574] : INFO : Epoch 1927 | loss: 0.0311542 | val_loss: 0.0311716 | Time: 1662.14 ms
[2022-04-01 01:15:42 main:574] : INFO : Epoch 1928 | loss: 0.0311527 | val_loss: 0.0311778 | Time: 1657.14 ms
[2022-04-01 01:15:43 main:574] : INFO : Epoch 1929 | loss: 0.0311525 | val_loss: 0.0311739 | Time: 1651.93 ms
[2022-04-01 01:15:45 main:574] : INFO : Epoch 1930 | loss: 0.0311523 | val_loss: 0.0311766 | Time: 1647.96 ms
[2022-04-01 01:15:47 main:574] : INFO : Epoch 1931 | loss: 0.0311534 | val_loss: 0.0311737 | Time: 1661.59 ms
[2022-04-01 01:15:48 main:574] : INFO : Epoch 1932 | loss: 0.0311578 | val_loss: 0.0311723 | Time: 1654.11 ms
[2022-04-01 01:15:50 main:574] : INFO : Epoch 1933 | loss: 0.0311537 | val_loss: 0.0311748 | Time: 1658.35 ms
[2022-04-01 01:15:52 main:574] : INFO : Epoch 1934 | loss: 0.0311532 | val_loss: 0.0311762 | Time: 1656.21 ms
[2022-04-01 01:15:53 main:574] : INFO : Epoch 1935 | loss: 0.0311543 | val_loss: 0.0311765 | Time: 1654.54 ms
[2022-04-01 01:15:55 main:574] : INFO : Epoch 1936 | loss: 0.0311521 | val_loss: 0.031172 | Time: 1659.51 ms
[2022-04-01 01:15:57 main:574] : INFO : Epoch 1937 | loss: 0.0311554 | val_loss: 0.0311765 | Time: 1656.77 ms
[2022-04-01 01:15:58 main:574] : INFO : Epoch 1938 | loss: 0.0311552 | val_loss: 0.0311744 | Time: 1638.72 ms
[2022-04-01 01:16:00 main:574] : INFO : Epoch 1939 | loss: 0.0311561 | val_loss: 0.0311785 | Time: 1654.97 ms
[2022-04-01 01:16:02 main:574] : INFO : Epoch 1940 | loss: 0.0311561 | val_loss: 0.0311748 | Time: 1647.25 ms
[2022-04-01 01:16:03 main:574] : INFO : Epoch 1941 | loss: 0.0311544 | val_loss: 0.0311776 | Time: 1644.86 ms
[2022-04-01 01:16:05 main:574] : INFO : Epoch 1942 | loss: 0.0311528 | val_loss: 0.0311765 | Time: 1652.57 ms
[2022-04-01 01:16:07 main:574] : INFO : Epoch 1943 | loss: 0.0311549 | val_loss: 0.0311896 | Time: 1652.74 ms
[2022-04-01 01:16:08 main:574] : INFO : Epoch 1944 | loss: 0.0311561 | val_loss: 0.0311743 | Time: 1648.81 ms
[2022-04-01 01:16:10 main:574] : INFO : Epoch 1945 | loss: 0.031152 | val_loss: 0.0311728 | Time: 1661.78 ms
[2022-04-01 01:16:12 main:574] : INFO : Epoch 1946 | loss: 0.0311566 | val_loss: 0.0311825 | Time: 1652.3 ms
[2022-04-01 01:16:13 main:574] : INFO : Epoch 1947 | loss: 0.0311586 | val_loss: 0.0311719 | Time: 1641.93 ms
[2022-04-01 01:16:15 main:574] : INFO : Epoch 1948 | loss: 0.031156 | val_loss: 0.0311733 | Time: 1661.32 ms
[2022-04-01 01:16:17 main:574] : INFO : Epoch 1949 | loss: 0.0311558 | val_loss: 0.0311707 | Time: 1653.46 ms
[2022-04-01 01:16:18 main:574] : INFO : Epoch 1950 | loss: 0.0311517 | val_loss: 0.0311769 | Time: 1633.01 ms
[2022-04-01 01:16:20 main:574] : INFO : Epoch 1951 | loss: 0.0311506 | val_loss: 0.0311722 | Time: 1643.27 ms
[2022-04-01 01:16:21 main:574] : INFO : Epoch 1952 | loss: 0.0311514 | val_loss: 0.0311745 | Time: 1655.2 ms
[2022-04-01 01:16:23 main:574] : INFO : Epoch 1953 | loss: 0.0311522 | val_loss: 0.0311723 | Time: 1642.59 ms
[2022-04-01 01:16:25 main:574] : INFO : Epoch 1954 | loss: 0.031152 | val_loss: 0.0311727 | Time: 1638.75 ms
[2022-04-01 01:16:26 main:574] : INFO : Epoch 1955 | loss: 0.0311505 | val_loss: 0.0311733 | Time: 1650.35 ms
[2022-04-01 01:16:28 main:574] : INFO : Epoch 1956 | loss: 0.0311523 | val_loss: 0.0311759 | Time: 1646.34 ms
[2022-04-01 01:16:30 main:574] : INFO : Epoch 1957 | loss: 0.0311501 | val_loss: 0.0311732 | Time: 1656.72 ms
[2022-04-01 01:16:31 main:574] : INFO : Epoch 1958 | loss: 0.0311507 | val_loss: 0.0311767 | Time: 1643.55 ms
[2022-04-01 01:16:33 main:574] : INFO : Epoch 1959 | loss: 0.031153 | val_loss: 0.0311781 | Time: 1650.01 ms
[2022-04-01 01:16:35 main:574] : INFO : Epoch 1960 | loss: 0.0311542 | val_loss: 0.0311758 | Time: 1661.07 ms
[2022-04-01 01:16:36 main:574] : INFO : Epoch 1961 | loss: 0.0311537 | val_loss: 0.0311729 | Time: 1650.9 ms
[2022-04-01 01:16:38 main:574] : INFO : Epoch 1962 | loss: 0.0311521 | val_loss: 0.0311718 | Time: 1653.78 ms
[2022-04-01 01:16:40 main:574] : INFO : Epoch 1963 | loss: 0.0311503 | val_loss: 0.0311817 | Time: 1648.28 ms
[2022-04-01 01:16:41 main:574] : INFO : Epoch 1964 | loss: 0.031149 | val_loss: 0.0311769 | Time: 1659.34 ms
[2022-04-01 01:16:43 main:574] : INFO : Epoch 1965 | loss: 0.0311504 | val_loss: 0.0311774 | Time: 1662.97 ms
[2022-04-01 01:16:45 main:574] : INFO : Epoch 1966 | loss: 0.0311494 | val_loss: 0.031176 | Time: 1658.75 ms
[2022-04-01 01:16:46 main:574] : INFO : Epoch 1967 | loss: 0.0311499 | val_loss: 0.0311768 | Time: 1656.74 ms
[2022-04-01 01:16:48 main:574] : INFO : Epoch 1968 | loss: 0.0311554 | val_loss: 0.0311759 | Time: 1643.45 ms
[2022-04-01 01:16:50 main:574] : INFO : Epoch 1969 | loss: 0.0311505 | val_loss: 0.0311792 | Time: 1651.59 ms
[2022-04-01 01:16:51 main:574] : INFO : Epoch 1970 | loss: 0.0311483 | val_loss: 0.0311803 | Time: 1656.37 ms
[2022-04-01 01:16:53 main:574] : INFO : Epoch 1971 | loss: 0.031152 | val_loss: 0.0311773 | Time: 1648 ms
[2022-04-01 01:16:55 main:574] : INFO : Epoch 1972 | loss: 0.0311634 | val_loss: 0.0311729 | Time: 1653.46 ms
[2022-04-01 01:16:56 main:574] : INFO : Epoch 1973 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 1655.73 ms
[2022-04-01 01:16:58 main:574] : INFO : Epoch 1974 | loss: 0.0311616 | val_loss: 0.031175 | Time: 1646.07 ms
[2022-04-01 01:17:00 main:574] : INFO : Epoch 1975 | loss: 0.0311631 | val_loss: 0.0311709 | Time: 1640.07 ms
[2022-04-01 01:17:01 main:574] : INFO : Epoch 1976 | loss: 0.0311644 | val_loss: 0.0311727 | Time: 1663.05 ms
[2022-04-01 01:17:03 main:574] : INFO : Epoch 1977 | loss: 0.0311638 | val_loss: 0.0311702 | Time: 1660.28 ms
[2022-04-01 01:17:05 main:574] : INFO : Epoch 1978 | loss: 0.0311616 | val_loss: 0.0311744 | Time: 1639.39 ms
[2022-04-01 01:17:06 main:574] : INFO : Epoch 1979 | loss: 0.0311611 | val_loss: 0.0311724 | Time: 1659.71 ms
[2022-04-01 01:17:08 main:574] : INFO : Epoch 1980 | loss: 0.0311729 | val_loss: 0.0311847 | Time: 1646.65 ms
[2022-04-01 01:17:09 main:574] : INFO : Epoch 1981 | loss: 0.031179 | val_loss: 0.0311807 | Time: 1649.45 ms
[2022-04-01 01:17:11 main:574] : INFO : Epoch 1982 | loss: 0.0311743 | val_loss: 0.0311788 | Time: 1655.77 ms
[2022-04-01 01:17:13 main:574] : INFO : Epoch 1983 | loss: 0.0311698 | val_loss: 0.0311762 | Time: 1656.08 ms
[2022-04-01 01:17:14 main:574] : INFO : Epoch 1984 | loss: 0.0311664 | val_loss: 0.0311755 | Time: 1666.55 ms
[2022-04-01 01:17:16 main:574] : INFO : Epoch 1985 | loss: 0.0311658 | val_loss: 0.0311757 | Time: 1657.48 ms
[2022-04-01 01:17:18 main:574] : INFO : Epoch 1986 | loss: 0.0311652 | val_loss: 0.0311766 | Time: 1647.87 ms
[2022-04-01 01:17:19 main:574] : INFO : Epoch 1987 | loss: 0.0311663 | val_loss: 0.0311802 | Time: 1665 ms
[2022-04-01 01:17:21 main:574] : INFO : Epoch 1988 | loss: 0.0311671 | val_loss: 0.0311734 | Time: 1648.73 ms
[2022-04-01 01:17:23 main:574] : INFO : Epoch 1989 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 1649.1 ms
[2022-04-01 01:17:24 main:574] : INFO : Epoch 1990 | loss: 0.0311659 | val_loss: 0.0311777 | Time: 1654.41 ms
[2022-04-01 01:17:26 main:574] : INFO : Epoch 1991 | loss: 0.0311708 | val_loss: 0.0311825 | Time: 1672.39 ms
[2022-04-01 01:17:28 main:574] : INFO : Epoch 1992 | loss: 0.0311813 | val_loss: 0.0311866 | Time: 1656.01 ms
[2022-04-01 01:17:29 main:574] : INFO : Epoch 1993 | loss: 0.0311858 | val_loss: 0.0311856 | Time: 1644.88 ms
[2022-04-01 01:17:31 main:574] : INFO : Epoch 1994 | loss: 0.0311887 | val_loss: 0.0311941 | Time: 1651.63 ms
[2022-04-01 01:17:33 main:574] : INFO : Epoch 1995 | loss: 0.0311877 | val_loss: 0.0311859 | Time: 1648.23 ms
[2022-04-01 01:17:34 main:574] : INFO : Epoch 1996 | loss: 0.0311828 | val_loss: 0.0311864 | Time: 1637.26 ms
[2022-04-01 01:17:36 main:574] : INFO : Epoch 1997 | loss: 0.031182 | val_loss: 0.0311846 | Time: 1646.16 ms
[2022-04-01 01:17:38 main:574] : INFO : Epoch 1998 | loss: 0.0311807 | val_loss: 0.0311837 | Time: 1646.03 ms
[2022-04-01 01:17:39 main:574] : INFO : Epoch 1999 | loss: 0.0311819 | val_loss: 0.0311854 | Time: 1652.34 ms
[2022-04-01 01:17:41 main:574] : INFO : Epoch 2000 | loss: 0.0311846 | val_loss: 0.0311915 | Time: 1648.54 ms
[2022-04-01 01:17:43 main:574] : INFO : Epoch 2001 | loss: 0.0311951 | val_loss: 0.0311958 | Time: 1671.36 ms
[2022-04-01 01:17:44 main:574] : INFO : Epoch 2002 | loss: 0.0311969 | val_loss: 0.031194 | Time: 1658.12 ms
[2022-04-01 01:17:46 main:574] : INFO : Epoch 2003 | loss: 0.0311933 | val_loss: 0.031192 | Time: 1651.58 ms
[2022-04-01 01:17:48 main:574] : INFO : Epoch 2004 | loss: 0.0311883 | val_loss: 0.0311891 | Time: 1653.42 ms
[2022-04-01 01:17:49 main:574] : INFO : Epoch 2005 | loss: 0.0311851 | val_loss: 0.0311858 | Time: 1653.87 ms
[2022-04-01 01:17:51 main:574] : INFO : Epoch 2006 | loss: 0.0311825 | val_loss: 0.0311838 | Time: 1651.02 ms
[2022-04-01 01:17:53 main:574] : INFO : Epoch 2007 | loss: 0.0311823 | val_loss: 0.0311844 | Time: 1655 ms
[2022-04-01 01:17:54 main:574] : INFO : Epoch 2008 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 1651.71 ms
[2022-04-01 01:17:56 main:574] : INFO : Epoch 2009 | loss: 0.0311802 | val_loss: 0.0311831 | Time: 1657.34 ms
[2022-04-01 01:17:58 main:574] : INFO : Epoch 2010 | loss: 0.0311823 | val_loss: 0.0311874 | Time: 1645.01 ms
[2022-04-01 01:17:59 main:574] : INFO : Epoch 2011 | loss: 0.0311865 | val_loss: 0.0311891 | Time: 1648.31 ms
[2022-04-01 01:18:01 main:574] : INFO : Epoch 2012 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 1655.81 ms
[2022-04-01 01:18:03 main:574] : INFO : Epoch 2013 | loss: 0.0311818 | val_loss: 0.0311825 | Time: 1660.09 ms
[2022-04-01 01:18:04 main:574] : INFO : Epoch 2014 | loss: 0.0311809 | val_loss: 0.0311834 | Time: 1644.35 ms
[2022-04-01 01:18:06 main:574] : INFO : Epoch 2015 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 1643.26 ms
[2022-04-01 01:18:08 main:574] : INFO : Epoch 2016 | loss: 0.0311808 | val_loss: 0.0311796 | Time: 1655.16 ms
[2022-04-01 01:18:09 main:574] : INFO : Epoch 2017 | loss: 0.0311791 | val_loss: 0.0311887 | Time: 1636.45 ms
[2022-04-01 01:18:11 main:574] : INFO : Epoch 2018 | loss: 0.0311791 | val_loss: 0.0311791 | Time: 1659.83 ms
[2022-04-01 01:18:12 main:574] : INFO : Epoch 2019 | loss: 0.0311765 | val_loss: 0.0311806 | Time: 1649.2 ms
[2022-04-01 01:18:14 main:574] : INFO : Epoch 2020 | loss: 0.0311769 | val_loss: 0.0311798 | Time: 1632.08 ms
[2022-04-01 01:18:16 main:574] : INFO : Epoch 2021 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 1663.27 ms
[2022-04-01 01:18:17 main:574] : INFO : Epoch 2022 | loss: 0.0311765 | val_loss: 0.0311789 | Time: 1651.04 ms
[2022-04-01 01:18:19 main:574] : INFO : Epoch 2023 | loss: 0.0311757 | val_loss: 0.0311789 | Time: 1636.25 ms
[2022-04-01 01:18:21 main:574] : INFO : Epoch 2024 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 1658.78 ms
[2022-04-01 01:18:22 main:574] : INFO : Epoch 2025 | loss: 0.0311754 | val_loss: 0.0311775 | Time: 1651.3 ms
[2022-04-01 01:18:24 main:574] : INFO : Epoch 2026 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 1652.05 ms
[2022-04-01 01:18:26 main:574] : INFO : Epoch 2027 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 1663.42 ms
[2022-04-01 01:18:27 main:574] : INFO : Epoch 2028 | loss: 0.031174 | val_loss: 0.0311793 | Time: 1651.36 ms
[2022-04-01 01:18:29 main:574] : INFO : Epoch 2029 | loss: 0.0311744 | val_loss: 0.031177 | Time: 1663.27 ms
[2022-04-01 01:18:31 main:574] : INFO : Epoch 2030 | loss: 0.0311743 | val_loss: 0.0311765 | Time: 1655.17 ms
[2022-04-01 01:18:32 main:574] : INFO : Epoch 2031 | loss: 0.0311737 | val_loss: 0.0311775 | Time: 1641.96 ms
[2022-04-01 01:18:34 main:574] : INFO : Epoch 2032 | loss: 0.031173 | val_loss: 0.0311772 | Time: 1653.16 ms
[2022-04-01 01:18:36 main:574] : INFO : Epoch 2033 | loss: 0.0311739 | val_loss: 0.0311816 | Time: 1655.31 ms
[2022-04-01 01:18:37 main:574] : INFO : Epoch 2034 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 1642.94 ms
[2022-04-01 01:18:39 main:574] : INFO : Epoch 2035 | loss: 0.031176 | val_loss: 0.0311798 | Time: 1644.07 ms
[2022-04-01 01:18:41 main:574] : INFO : Epoch 2036 | loss: 0.0311761 | val_loss: 0.0311802 | Time: 1653.32 ms
[2022-04-01 01:18:42 main:574] : INFO : Epoch 2037 | loss: 0.0311761 | val_loss: 0.0311814 | Time: 1654.83 ms
[2022-04-01 01:18:44 main:574] : INFO : Epoch 2038 | loss: 0.0311724 | val_loss: 0.0311782 | Time: 1658.63 ms
[2022-04-01 01:18:46 main:574] : INFO : Epoch 2039 | loss: 0.0311706 | val_loss: 0.0311792 | Time: 1652.5 ms
[2022-04-01 01:18:47 main:574] : INFO : Epoch 2040 | loss: 0.0311708 | val_loss: 0.0311772 | Time: 1655.79 ms
[2022-04-01 01:18:49 main:574] : INFO : Epoch 2041 | loss: 0.03117 | val_loss: 0.0311769 | Time: 1659.42 ms
[2022-04-01 01:18:51 main:574] : INFO : Epoch 2042 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 1650.95 ms
[2022-04-01 01:18:52 main:574] : INFO : Epoch 2043 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 1661.61 ms
[2022-04-01 01:18:54 main:574] : INFO : Epoch 2044 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 1638.26 ms
[2022-04-01 01:18:56 main:574] : INFO : Epoch 2045 | loss: 0.0311698 | val_loss: 0.0311774 | Time: 1642.68 ms
[2022-04-01 01:18:57 main:574] : INFO : Epoch 2046 | loss: 0.0311696 | val_loss: 0.0311802 | Time: 1644.86 ms
[2022-04-01 01:18:59 main:574] : INFO : Epoch 2047 | loss: 0.0311701 | val_loss: 0.0311769 | Time: 1651.63 ms
[2022-04-01 01:19:00 main:574] : INFO : Epoch 2048 | loss: 0.0311693 | val_loss: 0.0311761 | Time: 1656.8 ms
[2022-04-01 01:19:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311761
[2022-04-01 01:19:00 main:603] : INFO : Saving end state to config to file
[2022-04-01 01:19:00 main:608] : INFO : Success, exiting..
01:19:00 (26736): 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)