Task 13531725
| Name | ParityModified-1647044838-6384-1-0_0 |
| Workunit | 10627660 |
| Created | 22 Mar 2022, 9:59:07 UTC |
| Sent | 31 Mar 2022, 19:13:07 UTC |
| Report deadline | 8 Apr 2022, 19:13:07 UTC |
| Received | 1 Apr 2022, 15:33:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19110 |
| Run time | 1 hours 0 min 40 sec |
| CPU time | 1 hours 0 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,553.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031167 | val_loss: 0.0311831 | Time: 1749.48 ms
[2022-04-01 10:17:36 main:574] : INFO : Epoch 1543 | loss: 0.0311679 | val_loss: 0.0311738 | Time: 1765.72 ms
[2022-04-01 10:17:38 main:574] : INFO : Epoch 1544 | loss: 0.0311667 | val_loss: 0.0311741 | Time: 1750.61 ms
[2022-04-01 10:17:40 main:574] : INFO : Epoch 1545 | loss: 0.0311682 | val_loss: 0.031175 | Time: 1764.47 ms
[2022-04-01 10:17:42 main:574] : INFO : Epoch 1546 | loss: 0.0311678 | val_loss: 0.0311749 | Time: 1757.13 ms
[2022-04-01 10:17:43 main:574] : INFO : Epoch 1547 | loss: 0.0311687 | val_loss: 0.0311741 | Time: 1763.9 ms
[2022-04-01 10:17:45 main:574] : INFO : Epoch 1548 | loss: 0.0311681 | val_loss: 0.0311755 | Time: 1752.49 ms
[2022-04-01 10:17:47 main:574] : INFO : Epoch 1549 | loss: 0.0311689 | val_loss: 0.0311715 | Time: 1759.46 ms
[2022-04-01 10:17:49 main:574] : INFO : Epoch 1550 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 1757.47 ms
[2022-04-01 10:17:50 main:574] : INFO : Epoch 1551 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 1761.57 ms
[2022-04-01 10:17:52 main:574] : INFO : Epoch 1552 | loss: 0.0311947 | val_loss: 0.0312116 | Time: 1761.81 ms
[2022-04-01 10:17:54 main:574] : INFO : Epoch 1553 | loss: 0.0311928 | val_loss: 0.0311856 | Time: 1761.88 ms
[2022-04-01 10:17:56 main:574] : INFO : Epoch 1554 | loss: 0.0311838 | val_loss: 0.0311834 | Time: 1757.23 ms
[2022-04-01 10:17:57 main:574] : INFO : Epoch 1555 | loss: 0.0311808 | val_loss: 0.0311786 | Time: 1759.35 ms
[2022-04-01 10:17:59 main:574] : INFO : Epoch 1556 | loss: 0.0311811 | val_loss: 0.0311751 | Time: 1753.25 ms
[2022-04-01 10:18:01 main:574] : INFO : Epoch 1557 | loss: 0.0311753 | val_loss: 0.0311775 | Time: 1758.51 ms
[2022-04-01 10:18:03 main:574] : INFO : Epoch 1558 | loss: 0.0311748 | val_loss: 0.0311758 | Time: 1750.22 ms
[2022-04-01 10:18:05 main:574] : INFO : Epoch 1559 | loss: 0.0311723 | val_loss: 0.0311758 | Time: 1750.78 ms
[2022-04-01 10:18:06 main:574] : INFO : Epoch 1560 | loss: 0.0311722 | val_loss: 0.0311727 | Time: 1756.76 ms
[2022-04-01 10:18:08 main:574] : INFO : Epoch 1561 | loss: 0.0311709 | val_loss: 0.0311757 | Time: 1764.48 ms
[2022-04-01 10:18:10 main:574] : INFO : Epoch 1562 | loss: 0.0311721 | val_loss: 0.0311737 | Time: 1768.68 ms
[2022-04-01 10:18:12 main:574] : INFO : Epoch 1563 | loss: 0.0311708 | val_loss: 0.0311734 | Time: 1752.99 ms
[2022-04-01 10:18:13 main:574] : INFO : Epoch 1564 | loss: 0.0311726 | val_loss: 0.0311737 | Time: 1754.66 ms
[2022-04-01 10:18:15 main:574] : INFO : Epoch 1565 | loss: 0.0311714 | val_loss: 0.0311735 | Time: 1755.32 ms
[2022-04-01 10:18:17 main:574] : INFO : Epoch 1566 | loss: 0.0311734 | val_loss: 0.0311739 | Time: 1752.98 ms
[2022-04-01 10:18:19 main:574] : INFO : Epoch 1567 | loss: 0.0311717 | val_loss: 0.0311755 | Time: 1755.21 ms
[2022-04-01 10:18:20 main:574] : INFO : Epoch 1568 | loss: 0.0311738 | val_loss: 0.031172 | Time: 1757.69 ms
[2022-04-01 10:18:22 main:574] : INFO : Epoch 1569 | loss: 0.0311704 | val_loss: 0.0311713 | Time: 1759.88 ms
[2022-04-01 10:18:24 main:574] : INFO : Epoch 1570 | loss: 0.03117 | val_loss: 0.0311706 | Time: 1756.11 ms
[2022-04-01 10:18:26 main:574] : INFO : Epoch 1571 | loss: 0.0311707 | val_loss: 0.0311756 | Time: 1756.02 ms
[2022-04-01 10:18:28 main:574] : INFO : Epoch 1572 | loss: 0.0311703 | val_loss: 0.0311705 | Time: 1753.38 ms
[2022-04-01 10:18:29 main:574] : INFO : Epoch 1573 | loss: 0.031169 | val_loss: 0.0311712 | Time: 1754.23 ms
[2022-04-01 10:18:31 main:574] : INFO : Epoch 1574 | loss: 0.0311698 | val_loss: 0.0311765 | Time: 1749.58 ms
[2022-04-01 10:18:33 main:574] : INFO : Epoch 1575 | loss: 0.0311688 | val_loss: 0.03117 | Time: 1764.65 ms
[2022-04-01 10:18:35 main:574] : INFO : Epoch 1576 | loss: 0.0311682 | val_loss: 0.0311694 | Time: 1756.9 ms
[2022-04-01 10:18:36 main:574] : INFO : Epoch 1577 | loss: 0.0311688 | val_loss: 0.031171 | Time: 1755.4 ms
[2022-04-01 10:18:38 main:574] : INFO : Epoch 1578 | loss: 0.0311664 | val_loss: 0.0311685 | Time: 1754.6 ms
[2022-04-01 10:18:40 main:574] : INFO : Epoch 1579 | loss: 0.0311672 | val_loss: 0.0311701 | Time: 1750.19 ms
[2022-04-01 10:18:42 main:574] : INFO : Epoch 1580 | loss: 0.0311674 | val_loss: 0.0311718 | Time: 1746.41 ms
[2022-04-01 10:18:43 main:574] : INFO : Epoch 1581 | loss: 0.0311676 | val_loss: 0.0311724 | Time: 1765.6 ms
[2022-04-01 10:18:45 main:574] : INFO : Epoch 1582 | loss: 0.0311678 | val_loss: 0.0311722 | Time: 1752.95 ms
[2022-04-01 10:18:47 main:574] : INFO : Epoch 1583 | loss: 0.0311673 | val_loss: 0.0311717 | Time: 1755.87 ms
[2022-04-01 10:18:49 main:574] : INFO : Epoch 1584 | loss: 0.0311711 | val_loss: 0.031179 | Time: 1753.14 ms
[2022-04-01 10:18:51 main:574] : INFO : Epoch 1585 | loss: 0.0311733 | val_loss: 0.0311695 | Time: 1760.34 ms
[2022-04-01 10:18:52 main:574] : INFO : Epoch 1586 | loss: 0.0311662 | val_loss: 0.0311695 | Time: 1753.88 ms
[2022-04-01 10:18:54 main:574] : INFO : Epoch 1587 | loss: 0.0311664 | val_loss: 0.0311733 | Time: 1753.99 ms
[2022-04-01 10:18:56 main:574] : INFO : Epoch 1588 | loss: 0.031166 | val_loss: 0.0311683 | Time: 1752.84 ms
[2022-04-01 10:18:58 main:574] : INFO : Epoch 1589 | loss: 0.0311654 | val_loss: 0.0311693 | Time: 1755.24 ms
[2022-04-01 10:18:59 main:574] : INFO : Epoch 1590 | loss: 0.0311661 | val_loss: 0.0311704 | Time: 1752.4 ms
[2022-04-01 10:19:01 main:574] : INFO : Epoch 1591 | loss: 0.0311656 | val_loss: 0.031169 | Time: 1762 ms
[2022-04-01 10:19:03 main:574] : INFO : Epoch 1592 | loss: 0.0311651 | val_loss: 0.0311692 | Time: 1746.12 ms
[2022-04-01 10:19:05 main:574] : INFO : Epoch 1593 | loss: 0.0311664 | val_loss: 0.031169 | Time: 1762.15 ms
[2022-04-01 10:19:06 main:574] : INFO : Epoch 1594 | loss: 0.0311663 | val_loss: 0.0311683 | Time: 1761.77 ms
[2022-04-01 10:19:08 main:574] : INFO : Epoch 1595 | loss: 0.0311673 | val_loss: 0.0311724 | Time: 1757.23 ms
[2022-04-01 10:19:10 main:574] : INFO : Epoch 1596 | loss: 0.0311654 | val_loss: 0.0311692 | Time: 1766.31 ms
[2022-04-01 10:19:12 main:574] : INFO : Epoch 1597 | loss: 0.0311665 | val_loss: 0.0311727 | Time: 1753.48 ms
[2022-04-01 10:19:14 main:574] : INFO : Epoch 1598 | loss: 0.0311659 | val_loss: 0.0311745 | Time: 1756.04 ms
[2022-04-01 10:19:15 main:574] : INFO : Epoch 1599 | loss: 0.0311654 | val_loss: 0.0311702 | Time: 1767.94 ms
[2022-04-01 10:19:17 main:574] : INFO : Epoch 1600 | loss: 0.031167 | val_loss: 0.0311722 | Time: 1753.76 ms
[2022-04-01 10:19:19 main:574] : INFO : Epoch 1601 | loss: 0.0311671 | val_loss: 0.0311704 | Time: 1752.83 ms
[2022-04-01 10:19:21 main:574] : INFO : Epoch 1602 | loss: 0.0311686 | val_loss: 0.0311709 | Time: 1764.79 ms
[2022-04-01 10:19:22 main:574] : INFO : Epoch 1603 | loss: 0.0311682 | val_loss: 0.0311715 | Time: 1760.96 ms
[2022-04-01 10:19:24 main:574] : INFO : Epoch 1604 | loss: 0.0311671 | val_loss: 0.0311706 | Time: 1761.91 ms
[2022-04-01 10:19:26 main:574] : INFO : Epoch 1605 | loss: 0.0311656 | val_loss: 0.0311699 | Time: 1768.85 ms
[2022-04-01 10:19:28 main:574] : INFO : Epoch 1606 | loss: 0.0311652 | val_loss: 0.0311698 | Time: 1764.89 ms
[2022-04-01 10:19:30 main:574] : INFO : Epoch 1607 | loss: 0.0311635 | val_loss: 0.03117 | Time: 1755.32 ms
[2022-04-01 10:19:31 main:574] : INFO : Epoch 1608 | loss: 0.0311634 | val_loss: 0.0311703 | Time: 1749.51 ms
[2022-04-01 10:19:33 main:574] : INFO : Epoch 1609 | loss: 0.0311644 | val_loss: 0.0311739 | Time: 1762.67 ms
[2022-04-01 10:19:35 main:574] : INFO : Epoch 1610 | loss: 0.0311642 | val_loss: 0.0311712 | Time: 1751 ms
[2022-04-01 10:19:37 main:574] : INFO : Epoch 1611 | loss: 0.0311685 | val_loss: 0.0311716 | Time: 1767.38 ms
[2022-04-01 10:19:38 main:574] : INFO : Epoch 1612 | loss: 0.0311703 | val_loss: 0.0311728 | Time: 1768.52 ms
[2022-04-01 10:19:40 main:574] : INFO : Epoch 1613 | loss: 0.031171 | val_loss: 0.0311758 | Time: 1763.75 ms
[2022-04-01 10:19:42 main:574] : INFO : Epoch 1614 | loss: 0.0311703 | val_loss: 0.0311742 | Time: 1751.45 ms
[2022-04-01 10:19:44 main:574] : INFO : Epoch 1615 | loss: 0.0311716 | val_loss: 0.0311732 | Time: 1765.92 ms
[2022-04-01 10:19:45 main:574] : INFO : Epoch 1616 | loss: 0.0311694 | val_loss: 0.0311716 | Time: 1758.43 ms
[2022-04-01 10:19:47 main:574] : INFO : Epoch 1617 | loss: 0.0311666 | val_loss: 0.0311717 | Time: 1760.16 ms
[2022-04-01 10:19:49 main:574] : INFO : Epoch 1618 | loss: 0.0311657 | val_loss: 0.0311709 | Time: 1756.48 ms
[2022-04-01 10:19:51 main:574] : INFO : Epoch 1619 | loss: 0.0311653 | val_loss: 0.0311715 | Time: 1763.22 ms
[2022-04-01 10:19:53 main:574] : INFO : Epoch 1620 | loss: 0.0311642 | val_loss: 0.0311693 | Time: 1760.39 ms
[2022-04-01 10:19:54 main:574] : INFO : Epoch 1621 | loss: 0.0311651 | val_loss: 0.0311708 | Time: 1752.96 ms
[2022-04-01 10:19:56 main:574] : INFO : Epoch 1622 | loss: 0.0311639 | val_loss: 0.0311696 | Time: 1756.68 ms
[2022-04-01 10:19:58 main:574] : INFO : Epoch 1623 | loss: 0.0311642 | val_loss: 0.0311701 | Time: 1756.35 ms
[2022-04-01 10:20:00 main:574] : INFO : Epoch 1624 | loss: 0.031163 | val_loss: 0.0311704 | Time: 1764.85 ms
[2022-04-01 10:20:01 main:574] : INFO : Epoch 1625 | loss: 0.0311655 | val_loss: 0.0311714 | Time: 1756.46 ms
[2022-04-01 10:20:03 main:574] : INFO : Epoch 1626 | loss: 0.0311658 | val_loss: 0.0311755 | Time: 1750.42 ms
[2022-04-01 10:20:05 main:574] : INFO : Epoch 1627 | loss: 0.0311634 | val_loss: 0.0311753 | Time: 1766.2 ms
[2022-04-01 10:20:07 main:574] : INFO : Epoch 1628 | loss: 0.0311657 | val_loss: 0.0311749 | Time: 1753.03 ms
[2022-04-01 10:20:09 main:574] : INFO : Epoch 1629 | loss: 0.0311644 | val_loss: 0.0311717 | Time: 1761.06 ms
[2022-04-01 10:20:10 main:574] : INFO : Epoch 1630 | loss: 0.0311633 | val_loss: 0.0311718 | Time: 1763.37 ms
[2022-04-01 10:20:12 main:574] : INFO : Epoch 1631 | loss: 0.0311616 | val_loss: 0.0311729 | Time: 1765.33 ms
[2022-04-01 10:20:14 main:574] : INFO : Epoch 1632 | loss: 0.0311621 | val_loss: 0.0311744 | Time: 1755.71 ms
[2022-04-01 10:20:16 main:574] : INFO : Epoch 1633 | loss: 0.0311622 | val_loss: 0.031173 | Time: 1762.44 ms
[2022-04-01 10:20:17 main:574] : INFO : Epoch 1634 | loss: 0.0311624 | val_loss: 0.0311715 | Time: 1747.92 ms
[2022-04-01 10:20:19 main:574] : INFO : Epoch 1635 | loss: 0.031161 | val_loss: 0.0311723 | Time: 1756.26 ms
[2022-04-01 10:20:21 main:574] : INFO : Epoch 1636 | loss: 0.03116 | val_loss: 0.0311724 | Time: 1751.72 ms
[2022-04-01 10:20:23 main:574] : INFO : Epoch 1637 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 1761.49 ms
[2022-04-01 10:20:24 main:574] : INFO : Epoch 1638 | loss: 0.0311622 | val_loss: 0.0311709 | Time: 1757.37 ms
[2022-04-01 10:20:26 main:574] : INFO : Epoch 1639 | loss: 0.0311613 | val_loss: 0.0311695 | Time: 1768.79 ms
[2022-04-01 10:20:28 main:574] : INFO : Epoch 1640 | loss: 0.031162 | val_loss: 0.0311723 | Time: 1758.34 ms
[2022-04-01 10:20:30 main:574] : INFO : Epoch 1641 | loss: 0.0311609 | val_loss: 0.0311721 | Time: 1760.92 ms
[2022-04-01 10:20:32 main:574] : INFO : Epoch 1642 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 1751.82 ms
[2022-04-01 10:20:33 main:574] : INFO : Epoch 1643 | loss: 0.0311642 | val_loss: 0.0311714 | Time: 1754.22 ms
[2022-04-01 10:20:35 main:574] : INFO : Epoch 1644 | loss: 0.0311621 | val_loss: 0.0311694 | Time: 1757.58 ms
[2022-04-01 10:20:37 main:574] : INFO : Epoch 1645 | loss: 0.0311581 | val_loss: 0.031172 | Time: 1754.92 ms
[2022-04-01 10:20:39 main:574] : INFO : Epoch 1646 | loss: 0.0311606 | val_loss: 0.0311726 | Time: 1757.06 ms
[2022-04-01 10:20:40 main:574] : INFO : Epoch 1647 | loss: 0.0311623 | val_loss: 0.0311736 | Time: 1750.22 ms
[2022-04-01 10:20:42 main:574] : INFO : Epoch 1648 | loss: 0.0311611 | val_loss: 0.0311726 | Time: 1761.52 ms
[2022-04-01 10:20:44 main:574] : INFO : Epoch 1649 | loss: 0.0311627 | val_loss: 0.031168 | Time: 1748.37 ms
[2022-04-01 10:20:46 main:574] : INFO : Epoch 1650 | loss: 0.0311637 | val_loss: 0.0311689 | Time: 1759.07 ms
[2022-04-01 10:20:47 main:574] : INFO : Epoch 1651 | loss: 0.0311629 | val_loss: 0.0311692 | Time: 1752.67 ms
[2022-04-01 10:20:49 main:574] : INFO : Epoch 1652 | loss: 0.0311631 | val_loss: 0.0311704 | Time: 1740.8 ms
[2022-04-01 10:20:51 main:574] : INFO : Epoch 1653 | loss: 0.031159 | val_loss: 0.0311742 | Time: 1764.47 ms
[2022-04-01 10:20:53 main:574] : INFO : Epoch 1654 | loss: 0.0311596 | val_loss: 0.0311722 | Time: 1758.8 ms
[2022-04-01 10:20:55 main:574] : INFO : Epoch 1655 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 1753.82 ms
[2022-04-01 10:20:56 main:574] : INFO : Epoch 1656 | loss: 0.0311595 | val_loss: 0.0311697 | Time: 1750.34 ms
[2022-04-01 10:20:58 main:574] : INFO : Epoch 1657 | loss: 0.0311585 | val_loss: 0.0311709 | Time: 1759.96 ms
[2022-04-01 10:21:00 main:574] : INFO : Epoch 1658 | loss: 0.0311612 | val_loss: 0.0311753 | Time: 1755.5 ms
[2022-04-01 10:21:02 main:574] : INFO : Epoch 1659 | loss: 0.0311618 | val_loss: 0.0311741 | Time: 1758.92 ms
[2022-04-01 10:21:03 main:574] : INFO : Epoch 1660 | loss: 0.0311632 | val_loss: 0.0311696 | Time: 1764.64 ms
[2022-04-01 10:21:05 main:574] : INFO : Epoch 1661 | loss: 0.0311594 | val_loss: 0.0311692 | Time: 1753.33 ms
[2022-04-01 10:21:07 main:574] : INFO : Epoch 1662 | loss: 0.03116 | val_loss: 0.0311693 | Time: 1750.92 ms
[2022-04-01 10:21:09 main:574] : INFO : Epoch 1663 | loss: 0.0311576 | val_loss: 0.0311704 | Time: 1762.31 ms
[2022-04-01 10:21:10 main:574] : INFO : Epoch 1664 | loss: 0.0311569 | val_loss: 0.0311709 | Time: 1759.64 ms
[2022-04-01 10:21:12 main:574] : INFO : Epoch 1665 | loss: 0.0311575 | val_loss: 0.0311679 | Time: 1756.41 ms
[2022-04-01 10:21:14 main:574] : INFO : Epoch 1666 | loss: 0.0311592 | val_loss: 0.0311698 | Time: 1756.79 ms
[2022-04-01 10:21:16 main:574] : INFO : Epoch 1667 | loss: 0.031159 | val_loss: 0.0311729 | Time: 1752.54 ms
[2022-04-01 10:21:18 main:574] : INFO : Epoch 1668 | loss: 0.0311575 | val_loss: 0.0311738 | Time: 1759.33 ms
[2022-04-01 10:21:19 main:574] : INFO : Epoch 1669 | loss: 0.0311566 | val_loss: 0.0311713 | Time: 1762.47 ms
[2022-04-01 10:21:21 main:574] : INFO : Epoch 1670 | loss: 0.0311557 | val_loss: 0.0311707 | Time: 1748.62 ms
[2022-04-01 10:21:23 main:574] : INFO : Epoch 1671 | loss: 0.0311566 | val_loss: 0.0311723 | Time: 1755.66 ms
[2022-04-01 10:21:25 main:574] : INFO : Epoch 1672 | loss: 0.0311573 | val_loss: 0.0311709 | Time: 1750.59 ms
[2022-04-01 10:21:26 main:574] : INFO : Epoch 1673 | loss: 0.0311601 | val_loss: 0.0311745 | Time: 1755.44 ms
[2022-04-01 10:21:28 main:574] : INFO : Epoch 1674 | loss: 0.031168 | val_loss: 0.0311776 | Time: 1757.66 ms
[2022-04-01 10:21:30 main:574] : INFO : Epoch 1675 | loss: 0.0311682 | val_loss: 0.0311749 | Time: 1754.24 ms
[2022-04-01 10:21:32 main:574] : INFO : Epoch 1676 | loss: 0.0311702 | val_loss: 0.0311785 | Time: 1751.17 ms
[2022-04-01 10:21:33 main:574] : INFO : Epoch 1677 | loss: 0.0311676 | val_loss: 0.0311755 | Time: 1756.72 ms
[2022-04-01 10:21:35 main:574] : INFO : Epoch 1678 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 1768 ms
[2022-04-01 10:21:37 main:574] : INFO : Epoch 1679 | loss: 0.0311624 | val_loss: 0.0311699 | Time: 1755.02 ms
[2022-04-01 10:21:39 main:574] : INFO : Epoch 1680 | loss: 0.031163 | val_loss: 0.0311697 | Time: 1749.8 ms
[2022-04-01 10:21:41 main:574] : INFO : Epoch 1681 | loss: 0.0311634 | val_loss: 0.0311732 | Time: 1757.01 ms
[2022-04-01 10:21:42 main:574] : INFO : Epoch 1682 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 1754.42 ms
[2022-04-01 10:21:44 main:574] : INFO : Epoch 1683 | loss: 0.0311619 | val_loss: 0.0311704 | Time: 1764.6 ms
[2022-04-01 10:21:46 main:574] : INFO : Epoch 1684 | loss: 0.0311618 | val_loss: 0.03117 | Time: 1762.08 ms
[2022-04-01 10:21:48 main:574] : INFO : Epoch 1685 | loss: 0.031162 | val_loss: 0.031174 | Time: 1769.84 ms
[2022-04-01 10:21:49 main:574] : INFO : Epoch 1686 | loss: 0.0311651 | val_loss: 0.0311713 | Time: 1754.04 ms
[2022-04-01 10:21:51 main:574] : INFO : Epoch 1687 | loss: 0.0311626 | val_loss: 0.0311698 | Time: 1753.11 ms
[2022-04-01 10:21:53 main:574] : INFO : Epoch 1688 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 1750.12 ms
[2022-04-01 10:21:55 main:574] : INFO : Epoch 1689 | loss: 0.0311605 | val_loss: 0.0311694 | Time: 1768.86 ms
[2022-04-01 10:21:56 main:574] : INFO : Epoch 1690 | loss: 0.0311619 | val_loss: 0.0311713 | Time: 1754.51 ms
[2022-04-01 10:21:58 main:574] : INFO : Epoch 1691 | loss: 0.0311625 | val_loss: 0.0311703 | Time: 1751.04 ms
[2022-04-01 10:22:00 main:574] : INFO : Epoch 1692 | loss: 0.0311614 | val_loss: 0.0311733 | Time: 1764.87 ms
[2022-04-01 10:22:02 main:574] : INFO : Epoch 1693 | loss: 0.0311619 | val_loss: 0.0311712 | Time: 1757.69 ms
[2022-04-01 10:22:04 main:574] : INFO : Epoch 1694 | loss: 0.0311665 | val_loss: 0.0311692 | Time: 1761.12 ms
[2022-04-01 10:22:05 main:574] : INFO : Epoch 1695 | loss: 0.0311645 | val_loss: 0.0311672 | Time: 1767.22 ms
[2022-04-01 10:22:07 main:574] : INFO : Epoch 1696 | loss: 0.0311657 | val_loss: 0.0311742 | Time: 1757.32 ms
[2022-04-01 10:22:09 main:574] : INFO : Epoch 1697 | loss: 0.0311643 | val_loss: 0.0311685 | Time: 1768.74 ms
[2022-04-01 10:22:11 main:574] : INFO : Epoch 1698 | loss: 0.0311632 | val_loss: 0.0311676 | Time: 1756.5 ms
[2022-04-01 10:22:12 main:574] : INFO : Epoch 1699 | loss: 0.0311641 | val_loss: 0.0311694 | Time: 1758.29 ms
[2022-04-01 10:22:14 main:574] : INFO : Epoch 1700 | loss: 0.0311617 | val_loss: 0.0311674 | Time: 1761.14 ms
[2022-04-01 10:22:16 main:574] : INFO : Epoch 1701 | loss: 0.03116 | val_loss: 0.0311678 | Time: 1759.23 ms
[2022-04-01 10:22:18 main:574] : INFO : Epoch 1702 | loss: 0.0311616 | val_loss: 0.0311739 | Time: 1749.36 ms
[2022-04-01 10:22:20 main:574] : INFO : Epoch 1703 | loss: 0.0311609 | val_loss: 0.0311681 | Time: 1756.58 ms
[2022-04-01 10:22:21 main:574] : INFO : Epoch 1704 | loss: 0.0311596 | val_loss: 0.0311677 | Time: 1759.58 ms
[2022-04-01 10:22:23 main:574] : INFO : Epoch 1705 | loss: 0.0311588 | val_loss: 0.0311684 | Time: 1762.47 ms
[2022-04-01 10:22:25 main:574] : INFO : Epoch 1706 | loss: 0.0311596 | val_loss: 0.031174 | Time: 1757.91 ms
[2022-04-01 10:22:27 main:574] : INFO : Epoch 1707 | loss: 0.0311641 | val_loss: 0.0311811 | Time: 1757.02 ms
[2022-04-01 10:22:28 main:574] : INFO : Epoch 1708 | loss: 0.0311635 | val_loss: 0.0311681 | Time: 1752.68 ms
[2022-04-01 10:22:30 main:574] : INFO : Epoch 1709 | loss: 0.0311585 | val_loss: 0.0311676 | Time: 1759.25 ms
[2022-04-01 10:22:32 main:574] : INFO : Epoch 1710 | loss: 0.0311591 | val_loss: 0.0311672 | Time: 1762.14 ms
[2022-04-01 10:22:34 main:574] : INFO : Epoch 1711 | loss: 0.0311574 | val_loss: 0.0311684 | Time: 1754.34 ms
[2022-04-01 10:22:35 main:574] : INFO : Epoch 1712 | loss: 0.0311577 | val_loss: 0.0311679 | Time: 1756.07 ms
[2022-04-01 10:22:37 main:574] : INFO : Epoch 1713 | loss: 0.0311577 | val_loss: 0.0311685 | Time: 1757.51 ms
[2022-04-01 10:22:39 main:574] : INFO : Epoch 1714 | loss: 0.0311583 | val_loss: 0.0311687 | Time: 1755.45 ms
[2022-04-01 10:22:41 main:574] : INFO : Epoch 1715 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 1758.19 ms
[2022-04-01 10:22:43 main:574] : INFO : Epoch 1716 | loss: 0.031156 | val_loss: 0.0311685 | Time: 1759.46 ms
[2022-04-01 10:22:44 main:574] : INFO : Epoch 1717 | loss: 0.0311569 | val_loss: 0.0311672 | Time: 1759.89 ms
[2022-04-01 10:22:46 main:574] : INFO : Epoch 1718 | loss: 0.0311573 | val_loss: 0.0311684 | Time: 1748.23 ms
[2022-04-01 10:22:48 main:574] : INFO : Epoch 1719 | loss: 0.0311562 | val_loss: 0.0311685 | Time: 1757.94 ms
[2022-04-01 10:22:50 main:574] : INFO : Epoch 1720 | loss: 0.0311582 | val_loss: 0.0311729 | Time: 1748.92 ms
[2022-04-01 10:22:51 main:574] : INFO : Epoch 1721 | loss: 0.0311572 | val_loss: 0.0311683 | Time: 1762.01 ms
[2022-04-01 10:22:53 main:574] : INFO : Epoch 1722 | loss: 0.0311556 | val_loss: 0.0311668 | Time: 1757.67 ms
[2022-04-01 10:22:55 main:574] : INFO : Epoch 1723 | loss: 0.0311554 | val_loss: 0.0311707 | Time: 1756.42 ms
[2022-04-01 10:22:57 main:574] : INFO : Epoch 1724 | loss: 0.0311559 | val_loss: 0.0311718 | Time: 1757.48 ms
[2022-04-01 10:22:58 main:574] : INFO : Epoch 1725 | loss: 0.031157 | val_loss: 0.0311674 | Time: 1763.97 ms
[2022-04-01 10:23:00 main:574] : INFO : Epoch 1726 | loss: 0.0311558 | val_loss: 0.0311676 | Time: 1757.97 ms
[2022-04-01 10:23:02 main:574] : INFO : Epoch 1727 | loss: 0.0311554 | val_loss: 0.0311683 | Time: 1755.03 ms
[2022-04-01 10:23:04 main:574] : INFO : Epoch 1728 | loss: 0.0311556 | val_loss: 0.0311691 | Time: 1751.97 ms
[2022-04-01 10:23:06 main:574] : INFO : Epoch 1729 | loss: 0.0311555 | val_loss: 0.0311702 | Time: 1753.33 ms
[2022-04-01 10:23:07 main:574] : INFO : Epoch 1730 | loss: 0.0311559 | val_loss: 0.0311682 | Time: 1759.3 ms
[2022-04-01 10:23:09 main:574] : INFO : Epoch 1731 | loss: 0.0311537 | val_loss: 0.0311687 | Time: 1758.65 ms
[2022-04-01 10:23:11 main:574] : INFO : Epoch 1732 | loss: 0.0311541 | val_loss: 0.0311698 | Time: 1758.12 ms
[2022-04-01 10:23:13 main:574] : INFO : Epoch 1733 | loss: 0.0311544 | val_loss: 0.0311676 | Time: 1755.06 ms
[2022-04-01 10:23:14 main:574] : INFO : Epoch 1734 | loss: 0.0311538 | val_loss: 0.0311681 | Time: 1750.32 ms
[2022-04-01 10:23:16 main:574] : INFO : Epoch 1735 | loss: 0.0311548 | val_loss: 0.0311693 | Time: 1752.57 ms
[2022-04-01 10:23:18 main:574] : INFO : Epoch 1736 | loss: 0.0311543 | val_loss: 0.0311724 | Time: 1756.02 ms
[2022-04-01 10:23:20 main:574] : INFO : Epoch 1737 | loss: 0.0311536 | val_loss: 0.0311727 | Time: 1754.79 ms
[2022-04-01 10:23:21 main:574] : INFO : Epoch 1738 | loss: 0.0311539 | val_loss: 0.0311709 | Time: 1761.78 ms
[2022-04-01 10:23:23 main:574] : INFO : Epoch 1739 | loss: 0.0311518 | val_loss: 0.0311689 | Time: 1756.78 ms
[2022-04-01 10:23:25 main:574] : INFO : Epoch 1740 | loss: 0.0311526 | val_loss: 0.0311706 | Time: 1755.39 ms
[2022-04-01 10:23:27 main:574] : INFO : Epoch 1741 | loss: 0.0311526 | val_loss: 0.0311683 | Time: 1757.83 ms
[2022-04-01 10:23:29 main:574] : INFO : Epoch 1742 | loss: 0.0311526 | val_loss: 0.0311693 | Time: 1756.86 ms
[2022-04-01 10:23:30 main:574] : INFO : Epoch 1743 | loss: 0.031154 | val_loss: 0.0311722 | Time: 1752.57 ms
[2022-04-01 10:23:32 main:574] : INFO : Epoch 1744 | loss: 0.031153 | val_loss: 0.0311729 | Time: 1771.77 ms
[2022-04-01 10:23:34 main:574] : INFO : Epoch 1745 | loss: 0.0311542 | val_loss: 0.0311676 | Time: 1752.9 ms
[2022-04-01 10:23:36 main:574] : INFO : Epoch 1746 | loss: 0.0311515 | val_loss: 0.0311684 | Time: 1756.15 ms
[2022-04-01 10:23:37 main:574] : INFO : Epoch 1747 | loss: 0.0311505 | val_loss: 0.0311682 | Time: 1758.44 ms
[2022-04-01 10:23:39 main:574] : INFO : Epoch 1748 | loss: 0.0311518 | val_loss: 0.0311708 | Time: 1759.68 ms
[2022-04-01 10:23:41 main:574] : INFO : Epoch 1749 | loss: 0.0311547 | val_loss: 0.0311672 | Time: 1763.27 ms
[2022-04-01 10:23:43 main:574] : INFO : Epoch 1750 | loss: 0.0311537 | val_loss: 0.0311703 | Time: 1755.85 ms
[2022-04-01 10:23:44 main:574] : INFO : Epoch 1751 | loss: 0.0311535 | val_loss: 0.0311673 | Time: 1756.45 ms
[2022-04-01 10:23:46 main:574] : INFO : Epoch 1752 | loss: 0.0311512 | val_loss: 0.0311676 | Time: 1759.11 ms
[2022-04-01 10:23:48 main:574] : INFO : Epoch 1753 | loss: 0.0311529 | val_loss: 0.0311687 | Time: 1759.65 ms
[2022-04-01 10:23:50 main:574] : INFO : Epoch 1754 | loss: 0.0311602 | val_loss: 0.0311717 | Time: 1759.07 ms
[2022-04-01 10:23:52 main:574] : INFO : Epoch 1755 | loss: 0.0311617 | val_loss: 0.0311696 | Time: 1753.61 ms
[2022-04-01 10:23:53 main:574] : INFO : Epoch 1756 | loss: 0.0311583 | val_loss: 0.0311674 | Time: 1768.24 ms
[2022-04-01 10:23:55 main:574] : INFO : Epoch 1757 | loss: 0.0311562 | val_loss: 0.0311682 | Time: 1755.06 ms
[2022-04-01 10:23:57 main:574] : INFO : Epoch 1758 | loss: 0.0311547 | val_loss: 0.0311667 | Time: 1760.96 ms
[2022-04-01 10:23:59 main:574] : INFO : Epoch 1759 | loss: 0.0311559 | val_loss: 0.0311725 | Time: 1759.69 ms
[2022-04-01 10:24:00 main:574] : INFO : Epoch 1760 | loss: 0.0311551 | val_loss: 0.0311686 | Time: 1755.78 ms
[2022-04-01 10:24:02 main:574] : INFO : Epoch 1761 | loss: 0.0311536 | val_loss: 0.0311671 | Time: 1753.81 ms
[2022-04-01 10:24:04 main:574] : INFO : Epoch 1762 | loss: 0.0311562 | val_loss: 0.0311694 | Time: 1756.96 ms
[2022-04-01 10:24:06 main:574] : INFO : Epoch 1763 | loss: 0.031156 | val_loss: 0.0311686 | Time: 1765.69 ms
[2022-04-01 10:24:08 main:574] : INFO : Epoch 1764 | loss: 0.0311565 | val_loss: 0.0311691 | Time: 1766.88 ms
[2022-04-01 10:24:09 main:574] : INFO : Epoch 1765 | loss: 0.0311607 | val_loss: 0.0311687 | Time: 1755.89 ms
[2022-04-01 10:24:11 main:574] : INFO : Epoch 1766 | loss: 0.0311579 | val_loss: 0.0311667 | Time: 1760.03 ms
[2022-04-01 10:24:13 main:574] : INFO : Epoch 1767 | loss: 0.0311564 | val_loss: 0.0311695 | Time: 1762.97 ms
[2022-04-01 10:24:15 main:574] : INFO : Epoch 1768 | loss: 0.031156 | val_loss: 0.0311678 | Time: 1769.28 ms
[2022-04-01 10:24:16 main:574] : INFO : Epoch 1769 | loss: 0.0311563 | val_loss: 0.0311714 | Time: 1754.29 ms
[2022-04-01 10:24:18 main:574] : INFO : Epoch 1770 | loss: 0.0311559 | val_loss: 0.0311683 | Time: 1756.02 ms
[2022-04-01 10:24:20 main:574] : INFO : Epoch 1771 | loss: 0.0311579 | val_loss: 0.0311701 | Time: 1756.66 ms
[2022-04-01 10:24:22 main:574] : INFO : Epoch 1772 | loss: 0.0311568 | val_loss: 0.0311699 | Time: 1751.52 ms
[2022-04-01 10:24:23 main:574] : INFO : Epoch 1773 | loss: 0.0311604 | val_loss: 0.031169 | Time: 1749.49 ms
[2022-04-01 10:24:25 main:574] : INFO : Epoch 1774 | loss: 0.0311613 | val_loss: 0.0311758 | Time: 1760.32 ms
[2022-04-01 10:24:27 main:574] : INFO : Epoch 1775 | loss: 0.0318252 | val_loss: 0.0358748 | Time: 1762.06 ms
[2022-04-01 10:24:29 main:574] : INFO : Epoch 1776 | loss: 0.0578355 | val_loss: 0.0419562 | Time: 1761.71 ms
[2022-04-01 10:24:31 main:574] : INFO : Epoch 1777 | loss: 0.0363831 | val_loss: 0.031777 | Time: 1756.82 ms
[2022-04-01 10:24:32 main:574] : INFO : Epoch 1778 | loss: 0.0318822 | val_loss: 0.0316312 | Time: 1769.75 ms
[2022-04-01 10:24:34 main:574] : INFO : Epoch 1779 | loss: 0.0313696 | val_loss: 0.031319 | Time: 1769.91 ms
[2022-04-01 10:24:36 main:574] : INFO : Epoch 1780 | loss: 0.0312595 | val_loss: 0.0312446 | Time: 1753.74 ms
[2022-04-01 10:24:38 main:574] : INFO : Epoch 1781 | loss: 0.031236 | val_loss: 0.0312328 | Time: 1764.15 ms
[2022-04-01 10:24:39 main:574] : INFO : Epoch 1782 | loss: 0.0312294 | val_loss: 0.0312277 | Time: 1763.27 ms
[2022-04-01 10:24:41 main:574] : INFO : Epoch 1783 | loss: 0.0312253 | val_loss: 0.0312236 | Time: 1750.71 ms
[2022-04-01 10:24:43 main:574] : INFO : Epoch 1784 | loss: 0.0312214 | val_loss: 0.0312201 | Time: 1758.9 ms
[2022-04-01 10:24:45 main:574] : INFO : Epoch 1785 | loss: 0.0312177 | val_loss: 0.0312162 | Time: 1755.22 ms
[2022-04-01 10:24:47 main:574] : INFO : Epoch 1786 | loss: 0.0312141 | val_loss: 0.0312127 | Time: 1761.63 ms
[2022-04-01 10:24:48 main:574] : INFO : Epoch 1787 | loss: 0.0312104 | val_loss: 0.0312094 | Time: 1760.71 ms
[2022-04-01 10:24:50 main:574] : INFO : Epoch 1788 | loss: 0.0312068 | val_loss: 0.0312058 | Time: 1761.39 ms
[2022-04-01 10:24:52 main:574] : INFO : Epoch 1789 | loss: 0.0312034 | val_loss: 0.0312029 | Time: 1757.23 ms
[2022-04-01 10:24:54 main:574] : INFO : Epoch 1790 | loss: 0.0312003 | val_loss: 0.0312002 | Time: 1754.81 ms
[2022-04-01 10:24:55 main:574] : INFO : Epoch 1791 | loss: 0.0311975 | val_loss: 0.0311981 | Time: 1754.57 ms
[2022-04-01 10:24:57 main:574] : INFO : Epoch 1792 | loss: 0.0311952 | val_loss: 0.0311962 | Time: 1767.55 ms
[2022-04-01 10:24:59 main:574] : INFO : Epoch 1793 | loss: 0.0311931 | val_loss: 0.0311947 | Time: 1761.29 ms
[2022-04-01 10:25:01 main:574] : INFO : Epoch 1794 | loss: 0.0311912 | val_loss: 0.0311932 | Time: 1760.13 ms
[2022-04-01 10:25:02 main:574] : INFO : Epoch 1795 | loss: 0.0311901 | val_loss: 0.0311927 | Time: 1756.55 ms
[2022-04-01 10:25:04 main:574] : INFO : Epoch 1796 | loss: 0.0311893 | val_loss: 0.031191 | Time: 1758.67 ms
[2022-04-01 10:25:06 main:574] : INFO : Epoch 1797 | loss: 0.0311877 | val_loss: 0.0311903 | Time: 1759.72 ms
[2022-04-01 10:25:08 main:574] : INFO : Epoch 1798 | loss: 0.0311865 | val_loss: 0.0311888 | Time: 1761.16 ms
[2022-04-01 10:25:10 main:574] : INFO : Epoch 1799 | loss: 0.0311855 | val_loss: 0.031188 | Time: 1763.28 ms
[2022-04-01 10:25:11 main:574] : INFO : Epoch 1800 | loss: 0.0311842 | val_loss: 0.0311854 | Time: 1756.77 ms
[2022-04-01 10:25:13 main:574] : INFO : Epoch 1801 | loss: 0.0311819 | val_loss: 0.0311841 | Time: 1763.42 ms
[2022-04-01 10:25:15 main:574] : INFO : Epoch 1802 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 1758.26 ms
[2022-04-01 10:25:17 main:574] : INFO : Epoch 1803 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 1756.01 ms
[2022-04-01 10:25:18 main:574] : INFO : Epoch 1804 | loss: 0.031178 | val_loss: 0.0311812 | Time: 1753.42 ms
[2022-04-01 10:25:20 main:574] : INFO : Epoch 1805 | loss: 0.031177 | val_loss: 0.0311805 | Time: 1761.77 ms
[2022-04-01 10:25:22 main:574] : INFO : Epoch 1806 | loss: 0.0311758 | val_loss: 0.031179 | Time: 1758.51 ms
[2022-04-01 10:25:24 main:574] : INFO : Epoch 1807 | loss: 0.0311747 | val_loss: 0.0311781 | Time: 1760.2 ms
[2022-04-01 10:25:26 main:574] : INFO : Epoch 1808 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 1768.47 ms
[2022-04-01 10:25:27 main:574] : INFO : Epoch 1809 | loss: 0.0311746 | val_loss: 0.0311762 | Time: 1763.92 ms
[2022-04-01 10:25:29 main:574] : INFO : Epoch 1810 | loss: 0.0311731 | val_loss: 0.0311759 | Time: 1760.53 ms
[2022-04-01 10:25:31 main:574] : INFO : Epoch 1811 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 1758.1 ms
[2022-04-01 10:25:33 main:574] : INFO : Epoch 1812 | loss: 0.031171 | val_loss: 0.0311759 | Time: 1767.49 ms
[2022-04-01 10:25:34 main:574] : INFO : Epoch 1813 | loss: 0.0311716 | val_loss: 0.0311756 | Time: 1752.71 ms
[2022-04-01 10:25:36 main:574] : INFO : Epoch 1814 | loss: 0.0311704 | val_loss: 0.0311745 | Time: 1765.34 ms
[2022-04-01 10:25:38 main:574] : INFO : Epoch 1815 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 1762.16 ms
[2022-04-01 10:25:40 main:574] : INFO : Epoch 1816 | loss: 0.0311693 | val_loss: 0.0311744 | Time: 1764.83 ms
[2022-04-01 10:25:42 main:574] : INFO : Epoch 1817 | loss: 0.0311684 | val_loss: 0.0311729 | Time: 1755.2 ms
[2022-04-01 10:25:43 main:574] : INFO : Epoch 1818 | loss: 0.031168 | val_loss: 0.0311724 | Time: 1762.03 ms
[2022-04-01 10:25:45 main:574] : INFO : Epoch 1819 | loss: 0.0311677 | val_loss: 0.0311728 | Time: 1755.15 ms
[2022-04-01 10:25:47 main:574] : INFO : Epoch 1820 | loss: 0.0311678 | val_loss: 0.0311732 | Time: 1761.64 ms
[2022-04-01 10:25:49 main:574] : INFO : Epoch 1821 | loss: 0.0311671 | val_loss: 0.0311728 | Time: 1752.71 ms
[2022-04-01 10:25:50 main:574] : INFO : Epoch 1822 | loss: 0.031167 | val_loss: 0.0311724 | Time: 1750.38 ms
[2022-04-01 10:25:52 main:574] : INFO : Epoch 1823 | loss: 0.031167 | val_loss: 0.0311723 | Time: 1769.25 ms
[2022-04-01 10:25:54 main:574] : INFO : Epoch 1824 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 1748.73 ms
[2022-04-01 10:25:56 main:574] : INFO : Epoch 1825 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 1754.72 ms
[2022-04-01 10:25:57 main:574] : INFO : Epoch 1826 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 1751.36 ms
[2022-04-01 10:25:59 main:574] : INFO : Epoch 1827 | loss: 0.0311656 | val_loss: 0.0311736 | Time: 1751.77 ms
[2022-04-01 10:26:01 main:574] : INFO : Epoch 1828 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 1745.87 ms
[2022-04-01 10:26:03 main:574] : INFO : Epoch 1829 | loss: 0.031165 | val_loss: 0.0311713 | Time: 1756.95 ms
[2022-04-01 10:26:05 main:574] : INFO : Epoch 1830 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 1756.78 ms
[2022-04-01 10:26:06 main:574] : INFO : Epoch 1831 | loss: 0.0311648 | val_loss: 0.0311727 | Time: 1744.41 ms
[2022-04-01 10:26:08 main:574] : INFO : Epoch 1832 | loss: 0.0311646 | val_loss: 0.0311728 | Time: 1749.75 ms
[2022-04-01 10:26:10 main:574] : INFO : Epoch 1833 | loss: 0.0311644 | val_loss: 0.0311727 | Time: 1755.9 ms
[2022-04-01 10:26:12 main:574] : INFO : Epoch 1834 | loss: 0.0311638 | val_loss: 0.0311739 | Time: 1748.71 ms
[2022-04-01 10:26:13 main:574] : INFO : Epoch 1835 | loss: 0.0311646 | val_loss: 0.0311711 | Time: 1745.9 ms
[2022-04-01 10:26:15 main:574] : INFO : Epoch 1836 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 1744.71 ms
[2022-04-01 10:26:17 main:574] : INFO : Epoch 1837 | loss: 0.0311644 | val_loss: 0.031171 | Time: 1751.77 ms
[2022-04-01 10:26:19 main:574] : INFO : Epoch 1838 | loss: 0.0311639 | val_loss: 0.0311708 | Time: 1741.37 ms
[2022-04-01 10:26:20 main:574] : INFO : Epoch 1839 | loss: 0.0311638 | val_loss: 0.0311745 | Time: 1752.2 ms
[2022-04-01 10:26:22 main:574] : INFO : Epoch 1840 | loss: 0.0311632 | val_loss: 0.031171 | Time: 1754.21 ms
[2022-04-01 10:26:24 main:574] : INFO : Epoch 1841 | loss: 0.031163 | val_loss: 0.0311719 | Time: 1761.99 ms
[2022-04-01 10:26:26 main:574] : INFO : Epoch 1842 | loss: 0.0311639 | val_loss: 0.031178 | Time: 1753.64 ms
[2022-04-01 10:26:27 main:574] : INFO : Epoch 1843 | loss: 0.0311633 | val_loss: 0.0311738 | Time: 1745.49 ms
[2022-04-01 10:26:29 main:574] : INFO : Epoch 1844 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 1747.68 ms
[2022-04-01 10:26:31 main:574] : INFO : Epoch 1845 | loss: 0.0311619 | val_loss: 0.0311714 | Time: 1750.3 ms
[2022-04-01 10:26:33 main:574] : INFO : Epoch 1846 | loss: 0.031162 | val_loss: 0.0311726 | Time: 1755.61 ms
[2022-04-01 10:26:35 main:574] : INFO : Epoch 1847 | loss: 0.0311615 | val_loss: 0.0311711 | Time: 1749.23 ms
[2022-04-01 10:26:36 main:574] : INFO : Epoch 1848 | loss: 0.0311623 | val_loss: 0.0311705 | Time: 1749.48 ms
[2022-04-01 10:26:38 main:574] : INFO : Epoch 1849 | loss: 0.0311612 | val_loss: 0.0311715 | Time: 1756.76 ms
[2022-04-01 10:26:40 main:574] : INFO : Epoch 1850 | loss: 0.0311627 | val_loss: 0.0311755 | Time: 1758.66 ms
[2022-04-01 10:26:42 main:574] : INFO : Epoch 1851 | loss: 0.031164 | val_loss: 0.0311715 | Time: 1749.01 ms
[2022-04-01 10:26:43 main:574] : INFO : Epoch 1852 | loss: 0.0311631 | val_loss: 0.0311728 | Time: 1746.33 ms
[2022-04-01 10:26:45 main:574] : INFO : Epoch 1853 | loss: 0.0311623 | val_loss: 0.0311699 | Time: 1751.51 ms
[2022-04-01 10:26:47 main:574] : INFO : Epoch 1854 | loss: 0.0311615 | val_loss: 0.0311722 | Time: 1756.03 ms
[2022-04-01 10:26:49 main:574] : INFO : Epoch 1855 | loss: 0.0311626 | val_loss: 0.0311727 | Time: 1746.68 ms
[2022-04-01 10:26:50 main:574] : INFO : Epoch 1856 | loss: 0.0311605 | val_loss: 0.0311713 | Time: 1752.5 ms
[2022-04-01 10:26:52 main:574] : INFO : Epoch 1857 | loss: 0.0311611 | val_loss: 0.0311712 | Time: 1751.86 ms
[2022-04-01 10:26:54 main:574] : INFO : Epoch 1858 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 1746.54 ms
[2022-04-01 10:26:56 main:574] : INFO : Epoch 1859 | loss: 0.0311607 | val_loss: 0.0311712 | Time: 1746.77 ms
[2022-04-01 10:26:57 main:574] : INFO : Epoch 1860 | loss: 0.031161 | val_loss: 0.0311722 | Time: 1748.53 ms
[2022-04-01 10:26:59 main:574] : INFO : Epoch 1861 | loss: 0.0311596 | val_loss: 0.0311697 | Time: 1753.46 ms
[2022-04-01 10:27:01 main:574] : INFO : Epoch 1862 | loss: 0.0311592 | val_loss: 0.0311715 | Time: 1755.94 ms
[2022-04-01 10:27:03 main:574] : INFO : Epoch 1863 | loss: 0.0311604 | val_loss: 0.0311727 | Time: 1751.75 ms
[2022-04-01 10:27:04 main:574] : INFO : Epoch 1864 | loss: 0.0311604 | val_loss: 0.031173 | Time: 1750.63 ms
[2022-04-01 10:27:06 main:574] : INFO : Epoch 1865 | loss: 0.0311589 | val_loss: 0.0311742 | Time: 1759.7 ms
[2022-04-01 10:27:08 main:574] : INFO : Epoch 1866 | loss: 0.03116 | val_loss: 0.031177 | Time: 1752.16 ms
[2022-04-01 10:27:10 main:574] : INFO : Epoch 1867 | loss: 0.0311609 | val_loss: 0.031169 | Time: 1750.28 ms
[2022-04-01 10:27:12 main:574] : INFO : Epoch 1868 | loss: 0.0311593 | val_loss: 0.0311701 | Time: 1759.26 ms
[2022-04-01 10:27:13 main:574] : INFO : Epoch 1869 | loss: 0.0311602 | val_loss: 0.0311701 | Time: 1751.2 ms
[2022-04-01 10:27:15 main:574] : INFO : Epoch 1870 | loss: 0.031159 | val_loss: 0.0311757 | Time: 1751.44 ms
[2022-04-01 10:27:17 main:574] : INFO : Epoch 1871 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 1754.86 ms
[2022-04-01 10:27:19 main:574] : INFO : Epoch 1872 | loss: 0.0311647 | val_loss: 0.0311664 | Time: 1750.83 ms
[2022-04-01 10:27:20 main:574] : INFO : Epoch 1873 | loss: 0.0311622 | val_loss: 0.0311699 | Time: 1755.26 ms
[2022-04-01 10:27:22 main:574] : INFO : Epoch 1874 | loss: 0.0311604 | val_loss: 0.0311683 | Time: 1751.08 ms
[2022-04-01 10:27:24 main:574] : INFO : Epoch 1875 | loss: 0.0311605 | val_loss: 0.031169 | Time: 1748.15 ms
[2022-04-01 10:27:26 main:574] : INFO : Epoch 1876 | loss: 0.0311617 | val_loss: 0.0311721 | Time: 1757.49 ms
[2022-04-01 10:27:27 main:574] : INFO : Epoch 1877 | loss: 0.0311607 | val_loss: 0.0311679 | Time: 1752.77 ms
[2022-04-01 10:27:29 main:574] : INFO : Epoch 1878 | loss: 0.0311585 | val_loss: 0.0311675 | Time: 1751.57 ms
[2022-04-01 10:27:31 main:574] : INFO : Epoch 1879 | loss: 0.0311583 | val_loss: 0.0311719 | Time: 1748.62 ms
[2022-04-01 10:27:33 main:574] : INFO : Epoch 1880 | loss: 0.0311612 | val_loss: 0.031168 | Time: 1754.33 ms
[2022-04-01 10:27:35 main:574] : INFO : Epoch 1881 | loss: 0.0311618 | val_loss: 0.0311713 | Time: 1753.94 ms
[2022-04-01 10:27:36 main:574] : INFO : Epoch 1882 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 1754.43 ms
[2022-04-01 10:27:38 main:574] : INFO : Epoch 1883 | loss: 0.0311604 | val_loss: 0.0311664 | Time: 1741.8 ms
[2022-04-01 10:27:40 main:574] : INFO : Epoch 1884 | loss: 0.031159 | val_loss: 0.0311673 | Time: 1755 ms
[2022-04-01 10:27:42 main:574] : INFO : Epoch 1885 | loss: 0.0311584 | val_loss: 0.0311672 | Time: 1744.18 ms
[2022-04-01 10:27:43 main:574] : INFO : Epoch 1886 | loss: 0.0311594 | val_loss: 0.0311693 | Time: 1745.45 ms
[2022-04-01 10:27:45 main:574] : INFO : Epoch 1887 | loss: 0.0311581 | val_loss: 0.0311669 | Time: 1742.91 ms
[2022-04-01 10:27:47 main:574] : INFO : Epoch 1888 | loss: 0.0311564 | val_loss: 0.0311671 | Time: 1758.47 ms
[2022-04-01 10:27:49 main:574] : INFO : Epoch 1889 | loss: 0.0311569 | val_loss: 0.0311695 | Time: 1749.83 ms
[2022-04-01 10:27:50 main:574] : INFO : Epoch 1890 | loss: 0.0311594 | val_loss: 0.0311675 | Time: 1754.11 ms
[2022-04-01 10:27:52 main:574] : INFO : Epoch 1891 | loss: 0.0311579 | val_loss: 0.0311701 | Time: 1752.87 ms
[2022-04-01 10:27:54 main:574] : INFO : Epoch 1892 | loss: 0.0311605 | val_loss: 0.0311705 | Time: 1771.96 ms
[2022-04-01 10:27:56 main:574] : INFO : Epoch 1893 | loss: 0.0311606 | val_loss: 0.0311667 | Time: 1746.43 ms
[2022-04-01 10:27:57 main:574] : INFO : Epoch 1894 | loss: 0.0311585 | val_loss: 0.031172 | Time: 1753.73 ms
[2022-04-01 10:27:59 main:574] : INFO : Epoch 1895 | loss: 0.0311635 | val_loss: 0.0311656 | Time: 1754.2 ms
[2022-04-01 10:28:01 main:574] : INFO : Epoch 1896 | loss: 0.0311605 | val_loss: 0.031171 | Time: 1751.99 ms
[2022-04-01 10:28:03 main:574] : INFO : Epoch 1897 | loss: 0.0311587 | val_loss: 0.0311671 | Time: 1758.77 ms
[2022-04-01 10:28:05 main:574] : INFO : Epoch 1898 | loss: 0.0311573 | val_loss: 0.0311677 | Time: 1754.86 ms
[2022-04-01 10:28:06 main:574] : INFO : Epoch 1899 | loss: 0.0311562 | val_loss: 0.0311675 | Time: 1751.8 ms
[2022-04-01 10:28:08 main:574] : INFO : Epoch 1900 | loss: 0.0311565 | val_loss: 0.0311743 | Time: 1752.69 ms
[2022-04-01 10:28:10 main:574] : INFO : Epoch 1901 | loss: 0.0311599 | val_loss: 0.0311782 | Time: 1759.96 ms
[2022-04-01 10:28:12 main:574] : INFO : Epoch 1902 | loss: 0.0311633 | val_loss: 0.0311703 | Time: 1750.47 ms
[2022-04-01 10:28:13 main:574] : INFO : Epoch 1903 | loss: 0.0311581 | val_loss: 0.0311668 | Time: 1759.28 ms
[2022-04-01 10:28:15 main:574] : INFO : Epoch 1904 | loss: 0.0311565 | val_loss: 0.031168 | Time: 1744.84 ms
[2022-04-01 10:28:17 main:574] : INFO : Epoch 1905 | loss: 0.0311571 | val_loss: 0.0311732 | Time: 1762.3 ms
[2022-04-01 10:28:19 main:574] : INFO : Epoch 1906 | loss: 0.0311583 | val_loss: 0.031168 | Time: 1753.78 ms
[2022-04-01 10:28:20 main:574] : INFO : Epoch 1907 | loss: 0.0311568 | val_loss: 0.0311685 | Time: 1756.59 ms
[2022-04-01 10:28:22 main:574] : INFO : Epoch 1908 | loss: 0.0311559 | val_loss: 0.0311684 | Time: 1760.67 ms
[2022-04-01 10:28:24 main:574] : INFO : Epoch 1909 | loss: 0.0311668 | val_loss: 0.0311839 | Time: 1749.42 ms
[2022-04-01 10:28:26 main:574] : INFO : Epoch 1910 | loss: 0.0311709 | val_loss: 0.0311706 | Time: 1748.29 ms
[2022-04-01 10:28:28 main:574] : INFO : Epoch 1911 | loss: 0.0311698 | val_loss: 0.0311699 | Time: 1750.66 ms
[2022-04-01 10:28:29 main:574] : INFO : Epoch 1912 | loss: 0.0311672 | val_loss: 0.0311762 | Time: 1752.15 ms
[2022-04-01 10:28:31 main:574] : INFO : Epoch 1913 | loss: 0.0311658 | val_loss: 0.0311655 | Time: 1754.33 ms
[2022-04-01 10:28:33 main:574] : INFO : Epoch 1914 | loss: 0.0311618 | val_loss: 0.0311663 | Time: 1743.37 ms
[2022-04-01 10:28:35 main:574] : INFO : Epoch 1915 | loss: 0.0311609 | val_loss: 0.0311694 | Time: 1750.87 ms
[2022-04-01 10:28:36 main:574] : INFO : Epoch 1916 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 1756.12 ms
[2022-04-01 10:28:38 main:574] : INFO : Epoch 1917 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 1748.43 ms
[2022-04-01 10:28:40 main:574] : INFO : Epoch 1918 | loss: 0.0311698 | val_loss: 0.0311716 | Time: 1752.98 ms
[2022-04-01 10:28:42 main:574] : INFO : Epoch 1919 | loss: 0.0311682 | val_loss: 0.03117 | Time: 1753.64 ms
[2022-04-01 10:28:43 main:574] : INFO : Epoch 1920 | loss: 0.0311675 | val_loss: 0.0311661 | Time: 1752.25 ms
[2022-04-01 10:28:45 main:574] : INFO : Epoch 1921 | loss: 0.0311661 | val_loss: 0.0311758 | Time: 1750.27 ms
[2022-04-01 10:28:47 main:574] : INFO : Epoch 1922 | loss: 0.0311645 | val_loss: 0.0311674 | Time: 1761.42 ms
[2022-04-01 10:28:49 main:574] : INFO : Epoch 1923 | loss: 0.0311645 | val_loss: 0.03117 | Time: 1754.7 ms
[2022-04-01 10:28:50 main:574] : INFO : Epoch 1924 | loss: 0.0311661 | val_loss: 0.031169 | Time: 1753.61 ms
[2022-04-01 10:28:52 main:574] : INFO : Epoch 1925 | loss: 0.0311625 | val_loss: 0.0311676 | Time: 1748.79 ms
[2022-04-01 10:28:54 main:574] : INFO : Epoch 1926 | loss: 0.0311623 | val_loss: 0.0311683 | Time: 1754.21 ms
[2022-04-01 10:28:56 main:574] : INFO : Epoch 1927 | loss: 0.0311621 | val_loss: 0.0311658 | Time: 1764.44 ms
[2022-04-01 10:28:58 main:574] : INFO : Epoch 1928 | loss: 0.0311605 | val_loss: 0.0311682 | Time: 1746.5 ms
[2022-04-01 10:28:59 main:574] : INFO : Epoch 1929 | loss: 0.0311605 | val_loss: 0.031168 | Time: 1751.1 ms
[2022-04-01 10:29:01 main:574] : INFO : Epoch 1930 | loss: 0.0311605 | val_loss: 0.031166 | Time: 1748.62 ms
[2022-04-01 10:29:03 main:574] : INFO : Epoch 1931 | loss: 0.0311603 | val_loss: 0.0311702 | Time: 1763.82 ms
[2022-04-01 10:29:05 main:574] : INFO : Epoch 1932 | loss: 0.0311621 | val_loss: 0.0311711 | Time: 1742.72 ms
[2022-04-01 10:29:06 main:574] : INFO : Epoch 1933 | loss: 0.0311607 | val_loss: 0.0311744 | Time: 1746.07 ms
[2022-04-01 10:29:08 main:574] : INFO : Epoch 1934 | loss: 0.0311589 | val_loss: 0.0311675 | Time: 1752.41 ms
[2022-04-01 10:29:10 main:574] : INFO : Epoch 1935 | loss: 0.031159 | val_loss: 0.0311704 | Time: 1750.73 ms
[2022-04-01 10:29:12 main:574] : INFO : Epoch 1936 | loss: 0.0311574 | val_loss: 0.031171 | Time: 1748.28 ms
[2022-04-01 10:29:13 main:574] : INFO : Epoch 1937 | loss: 0.0311566 | val_loss: 0.0311666 | Time: 1751.43 ms
[2022-04-01 10:29:15 main:574] : INFO : Epoch 1938 | loss: 0.0311579 | val_loss: 0.0311764 | Time: 1749.3 ms
[2022-04-01 10:29:17 main:574] : INFO : Epoch 1939 | loss: 0.0311659 | val_loss: 0.0311695 | Time: 1764.46 ms
[2022-04-01 10:29:19 main:574] : INFO : Epoch 1940 | loss: 0.0311605 | val_loss: 0.0311691 | Time: 1755.58 ms
[2022-04-01 10:29:20 main:574] : INFO : Epoch 1941 | loss: 0.0311649 | val_loss: 0.0311792 | Time: 1758.08 ms
[2022-04-01 10:29:22 main:574] : INFO : Epoch 1942 | loss: 0.031166 | val_loss: 0.0311709 | Time: 1747.94 ms
[2022-04-01 10:29:24 main:574] : INFO : Epoch 1943 | loss: 0.0311629 | val_loss: 0.0311663 | Time: 1757.28 ms
[2022-04-01 10:29:26 main:574] : INFO : Epoch 1944 | loss: 0.0311602 | val_loss: 0.0311762 | Time: 1751.69 ms
[2022-04-01 10:29:28 main:574] : INFO : Epoch 1945 | loss: 0.0311643 | val_loss: 0.03117 | Time: 1748.67 ms
[2022-04-01 10:29:29 main:574] : INFO : Epoch 1946 | loss: 0.0311609 | val_loss: 0.0311668 | Time: 1747.78 ms
[2022-04-01 10:29:31 main:574] : INFO : Epoch 1947 | loss: 0.0311598 | val_loss: 0.0311777 | Time: 1751.58 ms
[2022-04-01 10:29:33 main:574] : INFO : Epoch 1948 | loss: 0.031167 | val_loss: 0.0311756 | Time: 1753.34 ms
[2022-04-01 10:29:35 main:574] : INFO : Epoch 1949 | loss: 0.0311591 | val_loss: 0.0311648 | Time: 1748.35 ms
[2022-04-01 10:29:36 main:574] : INFO : Epoch 1950 | loss: 0.0311577 | val_loss: 0.0311731 | Time: 1750.2 ms
[2022-04-01 10:29:38 main:574] : INFO : Epoch 1951 | loss: 0.0311688 | val_loss: 0.0311778 | Time: 1753.19 ms
[2022-04-01 10:29:40 main:574] : INFO : Epoch 1952 | loss: 0.0311945 | val_loss: 0.0311928 | Time: 1756.98 ms
[2022-04-01 10:29:42 main:574] : INFO : Epoch 1953 | loss: 0.0311978 | val_loss: 0.0311921 | Time: 1761.34 ms
[2022-04-01 10:29:43 main:574] : INFO : Epoch 1954 | loss: 0.0311889 | val_loss: 0.0311825 | Time: 1750.15 ms
[2022-04-01 10:29:45 main:574] : INFO : Epoch 1955 | loss: 0.0311847 | val_loss: 0.0311855 | Time: 1759.82 ms
[2022-04-01 10:29:47 main:574] : INFO : Epoch 1956 | loss: 0.031185 | val_loss: 0.0311796 | Time: 1755.4 ms
[2022-04-01 10:29:49 main:574] : INFO : Epoch 1957 | loss: 0.0311806 | val_loss: 0.0311827 | Time: 1748.19 ms
[2022-04-01 10:29:50 main:574] : INFO : Epoch 1958 | loss: 0.031182 | val_loss: 0.0311789 | Time: 1758.63 ms
[2022-04-01 10:29:52 main:574] : INFO : Epoch 1959 | loss: 0.0311784 | val_loss: 0.0311794 | Time: 1755.91 ms
[2022-04-01 10:29:54 main:574] : INFO : Epoch 1960 | loss: 0.0311777 | val_loss: 0.0311778 | Time: 1752.26 ms
[2022-04-01 10:29:56 main:574] : INFO : Epoch 1961 | loss: 0.0311794 | val_loss: 0.0311793 | Time: 1747.02 ms
[2022-04-01 10:29:58 main:574] : INFO : Epoch 1962 | loss: 0.0311799 | val_loss: 0.0311772 | Time: 1744.08 ms
[2022-04-01 10:29:59 main:574] : INFO : Epoch 1963 | loss: 0.0311774 | val_loss: 0.0311781 | Time: 1761.13 ms
[2022-04-01 10:30:01 main:574] : INFO : Epoch 1964 | loss: 0.0311761 | val_loss: 0.0311782 | Time: 1754.87 ms
[2022-04-01 10:30:03 main:574] : INFO : Epoch 1965 | loss: 0.0311801 | val_loss: 0.0311826 | Time: 1750.02 ms
[2022-04-01 10:30:05 main:574] : INFO : Epoch 1966 | loss: 0.0311765 | val_loss: 0.0311781 | Time: 1750.79 ms
[2022-04-01 10:30:06 main:574] : INFO : Epoch 1967 | loss: 0.0311746 | val_loss: 0.0311777 | Time: 1751.38 ms
[2022-04-01 10:30:08 main:574] : INFO : Epoch 1968 | loss: 0.0311744 | val_loss: 0.0311814 | Time: 1749.55 ms
[2022-04-01 10:30:10 main:574] : INFO : Epoch 1969 | loss: 0.0311741 | val_loss: 0.031178 | Time: 1766.82 ms
[2022-04-01 10:30:12 main:574] : INFO : Epoch 1970 | loss: 0.0311738 | val_loss: 0.0311814 | Time: 1752.35 ms
[2022-04-01 10:30:13 main:574] : INFO : Epoch 1971 | loss: 0.0311734 | val_loss: 0.0311767 | Time: 1750.56 ms
[2022-04-01 10:30:15 main:574] : INFO : Epoch 1972 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 1747.24 ms
[2022-04-01 10:30:17 main:574] : INFO : Epoch 1973 | loss: 0.0311757 | val_loss: 0.0311811 | Time: 1749.64 ms
[2022-04-01 10:30:19 main:574] : INFO : Epoch 1974 | loss: 0.0311758 | val_loss: 0.0311795 | Time: 1755.13 ms
[2022-04-01 10:30:21 main:574] : INFO : Epoch 1975 | loss: 0.0311753 | val_loss: 0.0311786 | Time: 1756.11 ms
[2022-04-01 10:30:22 main:574] : INFO : Epoch 1976 | loss: 0.0311736 | val_loss: 0.0311791 | Time: 1747.31 ms
[2022-04-01 10:30:24 main:574] : INFO : Epoch 1977 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 1743.56 ms
[2022-04-01 10:30:26 main:574] : INFO : Epoch 1978 | loss: 0.0311715 | val_loss: 0.031177 | Time: 1755.38 ms
[2022-04-01 10:30:28 main:574] : INFO : Epoch 1979 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 1749.98 ms
[2022-04-01 10:30:29 main:574] : INFO : Epoch 1980 | loss: 0.0311725 | val_loss: 0.0311785 | Time: 1760.83 ms
[2022-04-01 10:30:31 main:574] : INFO : Epoch 1981 | loss: 0.0311722 | val_loss: 0.0311802 | Time: 1751.31 ms
[2022-04-01 10:30:33 main:574] : INFO : Epoch 1982 | loss: 0.0311724 | val_loss: 0.0311802 | Time: 1755.28 ms
[2022-04-01 10:30:35 main:574] : INFO : Epoch 1983 | loss: 0.0311744 | val_loss: 0.0311799 | Time: 1753.69 ms
[2022-04-01 10:30:36 main:574] : INFO : Epoch 1984 | loss: 0.0311736 | val_loss: 0.0311812 | Time: 1752.72 ms
[2022-04-01 10:30:38 main:574] : INFO : Epoch 1985 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 1744.6 ms
[2022-04-01 10:30:40 main:574] : INFO : Epoch 1986 | loss: 0.031171 | val_loss: 0.0311785 | Time: 1761.83 ms
[2022-04-01 10:30:42 main:574] : INFO : Epoch 1987 | loss: 0.0311732 | val_loss: 0.0311839 | Time: 1751.77 ms
[2022-04-01 10:30:43 main:574] : INFO : Epoch 1988 | loss: 0.0311768 | val_loss: 0.0311806 | Time: 1744.24 ms
[2022-04-01 10:30:45 main:574] : INFO : Epoch 1989 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 1750.74 ms
[2022-04-01 10:30:47 main:574] : INFO : Epoch 1990 | loss: 0.0311717 | val_loss: 0.0311812 | Time: 1760.77 ms
[2022-04-01 10:30:49 main:574] : INFO : Epoch 1991 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 1751.18 ms
[2022-04-01 10:30:51 main:574] : INFO : Epoch 1992 | loss: 0.0311712 | val_loss: 0.0311782 | Time: 1748.47 ms
[2022-04-01 10:30:52 main:574] : INFO : Epoch 1993 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 1755.28 ms
[2022-04-01 10:30:54 main:574] : INFO : Epoch 1994 | loss: 0.0311699 | val_loss: 0.0311782 | Time: 1760.28 ms
[2022-04-01 10:30:56 main:574] : INFO : Epoch 1995 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 1752.2 ms
[2022-04-01 10:30:58 main:574] : INFO : Epoch 1996 | loss: 0.031172 | val_loss: 0.0311868 | Time: 1745.04 ms
[2022-04-01 10:30:59 main:574] : INFO : Epoch 1997 | loss: 0.0311714 | val_loss: 0.0311773 | Time: 1750.94 ms
[2022-04-01 10:31:01 main:574] : INFO : Epoch 1998 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 1753.16 ms
[2022-04-01 10:31:03 main:574] : INFO : Epoch 1999 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 1749.15 ms
[2022-04-01 10:31:05 main:574] : INFO : Epoch 2000 | loss: 0.0311952 | val_loss: 0.0311824 | Time: 1746.9 ms
[2022-04-01 10:31:06 main:574] : INFO : Epoch 2001 | loss: 0.0311797 | val_loss: 0.0311797 | Time: 1753.95 ms
[2022-04-01 10:31:08 main:574] : INFO : Epoch 2002 | loss: 0.0311786 | val_loss: 0.0311765 | Time: 1758.82 ms
[2022-04-01 10:31:10 main:574] : INFO : Epoch 2003 | loss: 0.0311763 | val_loss: 0.031178 | Time: 1745.01 ms
[2022-04-01 10:31:12 main:574] : INFO : Epoch 2004 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 1752 ms
[2022-04-01 10:31:13 main:574] : INFO : Epoch 2005 | loss: 0.0311731 | val_loss: 0.0311771 | Time: 1749.96 ms
[2022-04-01 10:31:15 main:574] : INFO : Epoch 2006 | loss: 0.0311711 | val_loss: 0.0311802 | Time: 1759.37 ms
[2022-04-01 10:31:17 main:574] : INFO : Epoch 2007 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 1746.38 ms
[2022-04-01 10:31:19 main:574] : INFO : Epoch 2008 | loss: 0.0311706 | val_loss: 0.0311758 | Time: 1760.28 ms
[2022-04-01 10:31:21 main:574] : INFO : Epoch 2009 | loss: 0.0311716 | val_loss: 0.0311818 | Time: 1742.29 ms
[2022-04-01 10:31:22 main:574] : INFO : Epoch 2010 | loss: 0.031174 | val_loss: 0.0311832 | Time: 1765.09 ms
[2022-04-01 10:31:24 main:574] : INFO : Epoch 2011 | loss: 0.0311743 | val_loss: 0.0311784 | Time: 1744.27 ms
[2022-04-01 10:31:26 main:574] : INFO : Epoch 2012 | loss: 0.0311701 | val_loss: 0.0311766 | Time: 1753.91 ms
[2022-04-01 10:31:28 main:574] : INFO : Epoch 2013 | loss: 0.0311692 | val_loss: 0.0311764 | Time: 1750.89 ms
[2022-04-01 10:31:29 main:574] : INFO : Epoch 2014 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 1749.48 ms
[2022-04-01 10:31:31 main:574] : INFO : Epoch 2015 | loss: 0.031172 | val_loss: 0.0311771 | Time: 1747.89 ms
[2022-04-01 10:31:33 main:574] : INFO : Epoch 2016 | loss: 0.0311686 | val_loss: 0.0311771 | Time: 1757.01 ms
[2022-04-01 10:31:35 main:574] : INFO : Epoch 2017 | loss: 0.0311682 | val_loss: 0.0311785 | Time: 1748.18 ms
[2022-04-01 10:31:36 main:574] : INFO : Epoch 2018 | loss: 0.031169 | val_loss: 0.0311806 | Time: 1754.5 ms
[2022-04-01 10:31:38 main:574] : INFO : Epoch 2019 | loss: 0.0311709 | val_loss: 0.0311855 | Time: 1753.56 ms
[2022-04-01 10:31:40 main:574] : INFO : Epoch 2020 | loss: 0.0311706 | val_loss: 0.0311772 | Time: 1749.96 ms
[2022-04-01 10:31:42 main:574] : INFO : Epoch 2021 | loss: 0.0311687 | val_loss: 0.0311861 | Time: 1754.64 ms
[2022-04-01 10:31:44 main:574] : INFO : Epoch 2022 | loss: 0.0311707 | val_loss: 0.0311776 | Time: 1759.83 ms
[2022-04-01 10:31:45 main:574] : INFO : Epoch 2023 | loss: 0.0311703 | val_loss: 0.0311814 | Time: 1751.49 ms
[2022-04-01 10:31:47 main:574] : INFO : Epoch 2024 | loss: 0.0311703 | val_loss: 0.0311803 | Time: 1752.11 ms
[2022-04-01 10:31:49 main:574] : INFO : Epoch 2025 | loss: 0.0311671 | val_loss: 0.0311782 | Time: 1747.93 ms
[2022-04-01 10:31:51 main:574] : INFO : Epoch 2026 | loss: 0.0311694 | val_loss: 0.0311784 | Time: 1750.41 ms
[2022-04-01 10:31:52 main:574] : INFO : Epoch 2027 | loss: 0.031168 | val_loss: 0.0311796 | Time: 1749.7 ms
[2022-04-01 10:31:54 main:574] : INFO : Epoch 2028 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 1749.61 ms
[2022-04-01 10:31:56 main:574] : INFO : Epoch 2029 | loss: 0.0311674 | val_loss: 0.0311812 | Time: 1765.01 ms
[2022-04-01 10:31:58 main:574] : INFO : Epoch 2030 | loss: 0.0311697 | val_loss: 0.0311772 | Time: 1759.64 ms
[2022-04-01 10:31:59 main:574] : INFO : Epoch 2031 | loss: 0.0311692 | val_loss: 0.0311828 | Time: 1757.7 ms
[2022-04-01 10:32:01 main:574] : INFO : Epoch 2032 | loss: 0.0311757 | val_loss: 0.0311897 | Time: 1758 ms
[2022-04-01 10:32:03 main:574] : INFO : Epoch 2033 | loss: 0.0311754 | val_loss: 0.0311795 | Time: 1747.3 ms
[2022-04-01 10:32:05 main:574] : INFO : Epoch 2034 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 1758.29 ms
[2022-04-01 10:32:07 main:574] : INFO : Epoch 2035 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 1755.13 ms
[2022-04-01 10:32:08 main:574] : INFO : Epoch 2036 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 1750.55 ms
[2022-04-01 10:32:10 main:574] : INFO : Epoch 2037 | loss: 0.031175 | val_loss: 0.0311766 | Time: 1746.17 ms
[2022-04-01 10:32:12 main:574] : INFO : Epoch 2038 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 1752.29 ms
[2022-04-01 10:32:14 main:574] : INFO : Epoch 2039 | loss: 0.0311747 | val_loss: 0.0311828 | Time: 1762.1 ms
[2022-04-01 10:32:15 main:574] : INFO : Epoch 2040 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 1750.24 ms
[2022-04-01 10:32:17 main:574] : INFO : Epoch 2041 | loss: 0.0311717 | val_loss: 0.0311772 | Time: 1750.89 ms
[2022-04-01 10:32:19 main:574] : INFO : Epoch 2042 | loss: 0.0311779 | val_loss: 0.031176 | Time: 1752.5 ms
[2022-04-01 10:32:21 main:574] : INFO : Epoch 2043 | loss: 0.0311753 | val_loss: 0.0311841 | Time: 1747.97 ms
[2022-04-01 10:32:22 main:574] : INFO : Epoch 2044 | loss: 0.0311733 | val_loss: 0.0311811 | Time: 1746.7 ms
[2022-04-01 10:32:24 main:574] : INFO : Epoch 2045 | loss: 0.0311711 | val_loss: 0.0311794 | Time: 1757.68 ms
[2022-04-01 10:32:26 main:574] : INFO : Epoch 2046 | loss: 0.0311679 | val_loss: 0.031176 | Time: 1753.55 ms
[2022-04-01 10:32:28 main:574] : INFO : Epoch 2047 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 1746.3 ms
[2022-04-01 10:32:29 main:574] : INFO : Epoch 2048 | loss: 0.0311693 | val_loss: 0.0311822 | Time: 1747.88 ms
[2022-04-01 10:32:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311822
[2022-04-01 10:32:29 main:603] : INFO : Saving end state to config to file
[2022-04-01 10:32:29 main:608] : INFO : Success, exiting..
10:32:29 (20560): 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)