Task 9553358
| Name | ParityModified-1636228825-9839-2-0_1 |
| Workunit | 6583801 |
| Created | 7 Dec 2021, 7:30:46 UTC |
| Sent | 7 Dec 2021, 8:25:11 UTC |
| Report deadline | 15 Dec 2021, 8:25:11 UTC |
| Received | 7 Dec 2021, 10:25:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11470 |
| Run time | 1 hours 0 min 9 sec |
| CPU time | 57 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,419.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.00 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.3</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311546 | val_loss: 0.0311707 | Time: 1751.56 ms
[2021-12-07 10:11:42 main:574] : INFO : Epoch 1543 | loss: 0.0311538 | val_loss: 0.0311669 | Time: 1758.1 ms
[2021-12-07 10:11:44 main:574] : INFO : Epoch 1544 | loss: 0.0311557 | val_loss: 0.0311667 | Time: 1762.22 ms
[2021-12-07 10:11:45 main:574] : INFO : Epoch 1545 | loss: 0.0311577 | val_loss: 0.0311703 | Time: 1743.17 ms
[2021-12-07 10:11:47 main:574] : INFO : Epoch 1546 | loss: 0.0311547 | val_loss: 0.0311679 | Time: 1730.46 ms
[2021-12-07 10:11:49 main:574] : INFO : Epoch 1547 | loss: 0.0311535 | val_loss: 0.0311664 | Time: 1753.06 ms
[2021-12-07 10:11:51 main:574] : INFO : Epoch 1548 | loss: 0.0311534 | val_loss: 0.0311691 | Time: 1763.27 ms
[2021-12-07 10:11:52 main:574] : INFO : Epoch 1549 | loss: 0.0311552 | val_loss: 0.0311674 | Time: 1739.91 ms
[2021-12-07 10:11:54 main:574] : INFO : Epoch 1550 | loss: 0.0311557 | val_loss: 0.0311698 | Time: 1765.87 ms
[2021-12-07 10:11:56 main:574] : INFO : Epoch 1551 | loss: 0.0311564 | val_loss: 0.0311684 | Time: 1753.83 ms
[2021-12-07 10:11:58 main:574] : INFO : Epoch 1552 | loss: 0.0311543 | val_loss: 0.0311675 | Time: 1744.95 ms
[2021-12-07 10:11:59 main:574] : INFO : Epoch 1553 | loss: 0.031156 | val_loss: 0.0311692 | Time: 1749.32 ms
[2021-12-07 10:12:01 main:574] : INFO : Epoch 1554 | loss: 0.0311549 | val_loss: 0.0311674 | Time: 1749.15 ms
[2021-12-07 10:12:03 main:574] : INFO : Epoch 1555 | loss: 0.0311569 | val_loss: 0.0311683 | Time: 1745.5 ms
[2021-12-07 10:12:05 main:574] : INFO : Epoch 1556 | loss: 0.0311542 | val_loss: 0.0311734 | Time: 1728.9 ms
[2021-12-07 10:12:06 main:574] : INFO : Epoch 1557 | loss: 0.0311528 | val_loss: 0.0311693 | Time: 1756.5 ms
[2021-12-07 10:12:08 main:574] : INFO : Epoch 1558 | loss: 0.0311558 | val_loss: 0.0311762 | Time: 1754.44 ms
[2021-12-07 10:12:10 main:574] : INFO : Epoch 1559 | loss: 0.031156 | val_loss: 0.0311715 | Time: 1741.63 ms
[2021-12-07 10:12:12 main:574] : INFO : Epoch 1560 | loss: 0.0311549 | val_loss: 0.0311759 | Time: 1738.6 ms
[2021-12-07 10:12:13 main:574] : INFO : Epoch 1561 | loss: 0.0311553 | val_loss: 0.0311697 | Time: 1753.46 ms
[2021-12-07 10:12:15 main:574] : INFO : Epoch 1562 | loss: 0.0311544 | val_loss: 0.0311718 | Time: 1778.4 ms
[2021-12-07 10:12:17 main:574] : INFO : Epoch 1563 | loss: 0.0311722 | val_loss: 0.0311747 | Time: 1756.21 ms
[2021-12-07 10:12:19 main:574] : INFO : Epoch 1564 | loss: 0.0311755 | val_loss: 0.0311745 | Time: 1758.48 ms
[2021-12-07 10:12:20 main:574] : INFO : Epoch 1565 | loss: 0.0311737 | val_loss: 0.0311721 | Time: 1736.17 ms
[2021-12-07 10:12:22 main:574] : INFO : Epoch 1566 | loss: 0.0311749 | val_loss: 0.0311726 | Time: 1738.45 ms
[2021-12-07 10:12:24 main:574] : INFO : Epoch 1567 | loss: 0.0311728 | val_loss: 0.0311731 | Time: 1765.67 ms
[2021-12-07 10:12:26 main:574] : INFO : Epoch 1568 | loss: 0.0311707 | val_loss: 0.0311709 | Time: 1750.68 ms
[2021-12-07 10:12:27 main:574] : INFO : Epoch 1569 | loss: 0.0311684 | val_loss: 0.0311687 | Time: 1728.69 ms
[2021-12-07 10:12:29 main:574] : INFO : Epoch 1570 | loss: 0.0311662 | val_loss: 0.0311703 | Time: 1726.68 ms
[2021-12-07 10:12:31 main:574] : INFO : Epoch 1571 | loss: 0.0311688 | val_loss: 0.0311718 | Time: 1751.2 ms
[2021-12-07 10:12:33 main:574] : INFO : Epoch 1572 | loss: 0.0311706 | val_loss: 0.0311714 | Time: 1744.71 ms
[2021-12-07 10:12:34 main:574] : INFO : Epoch 1573 | loss: 0.0311782 | val_loss: 0.0311859 | Time: 1752.03 ms
[2021-12-07 10:12:36 main:574] : INFO : Epoch 1574 | loss: 0.0319097 | val_loss: 0.0399372 | Time: 1744.96 ms
[2021-12-07 10:12:38 main:574] : INFO : Epoch 1575 | loss: 0.0339963 | val_loss: 0.0314563 | Time: 1757.3 ms
[2021-12-07 10:12:40 main:574] : INFO : Epoch 1576 | loss: 0.031407 | val_loss: 0.0312601 | Time: 1728.2 ms
[2021-12-07 10:12:41 main:574] : INFO : Epoch 1577 | loss: 0.031247 | val_loss: 0.0312183 | Time: 1753.75 ms
[2021-12-07 10:12:43 main:574] : INFO : Epoch 1578 | loss: 0.03121 | val_loss: 0.031199 | Time: 1743.37 ms
[2021-12-07 10:12:45 main:574] : INFO : Epoch 1579 | loss: 0.0312005 | val_loss: 0.0311967 | Time: 1739.82 ms
[2021-12-07 10:12:47 main:574] : INFO : Epoch 1580 | loss: 0.0311964 | val_loss: 0.0311924 | Time: 1840.37 ms
[2021-12-07 10:12:49 main:574] : INFO : Epoch 1581 | loss: 0.0311954 | val_loss: 0.0311918 | Time: 1873.68 ms
[2021-12-07 10:12:50 main:574] : INFO : Epoch 1582 | loss: 0.0311949 | val_loss: 0.0311919 | Time: 1765.05 ms
[2021-12-07 10:12:52 main:574] : INFO : Epoch 1583 | loss: 0.0311944 | val_loss: 0.0311901 | Time: 1792.76 ms
[2021-12-07 10:12:54 main:574] : INFO : Epoch 1584 | loss: 0.0311948 | val_loss: 0.0311915 | Time: 1812.4 ms
[2021-12-07 10:12:56 main:574] : INFO : Epoch 1585 | loss: 0.031194 | val_loss: 0.0311893 | Time: 1809.58 ms
[2021-12-07 10:12:58 main:574] : INFO : Epoch 1586 | loss: 0.0311912 | val_loss: 0.0311897 | Time: 1752.95 ms
[2021-12-07 10:12:59 main:574] : INFO : Epoch 1587 | loss: 0.0311905 | val_loss: 0.0311882 | Time: 1750.37 ms
[2021-12-07 10:13:01 main:574] : INFO : Epoch 1588 | loss: 0.0311895 | val_loss: 0.0311869 | Time: 1759.95 ms
[2021-12-07 10:13:03 main:574] : INFO : Epoch 1589 | loss: 0.0311882 | val_loss: 0.0311858 | Time: 1754.38 ms
[2021-12-07 10:13:05 main:574] : INFO : Epoch 1590 | loss: 0.0311872 | val_loss: 0.0311844 | Time: 1749.55 ms
[2021-12-07 10:13:07 main:574] : INFO : Epoch 1591 | loss: 0.0311864 | val_loss: 0.031183 | Time: 1756.8 ms
[2021-12-07 10:13:08 main:574] : INFO : Epoch 1592 | loss: 0.031186 | val_loss: 0.0311834 | Time: 1736.62 ms
[2021-12-07 10:13:10 main:574] : INFO : Epoch 1593 | loss: 0.0311841 | val_loss: 0.0311818 | Time: 1757.68 ms
[2021-12-07 10:13:12 main:574] : INFO : Epoch 1594 | loss: 0.0311831 | val_loss: 0.0311821 | Time: 1748.17 ms
[2021-12-07 10:13:14 main:574] : INFO : Epoch 1595 | loss: 0.0311826 | val_loss: 0.0311822 | Time: 1738.41 ms
[2021-12-07 10:13:15 main:574] : INFO : Epoch 1596 | loss: 0.0311818 | val_loss: 0.0311804 | Time: 1754.75 ms
[2021-12-07 10:13:17 main:574] : INFO : Epoch 1597 | loss: 0.0311814 | val_loss: 0.0311791 | Time: 1732.06 ms
[2021-12-07 10:13:19 main:574] : INFO : Epoch 1598 | loss: 0.0311821 | val_loss: 0.03118 | Time: 1756.67 ms
[2021-12-07 10:13:21 main:574] : INFO : Epoch 1599 | loss: 0.0311787 | val_loss: 0.0311778 | Time: 1763.91 ms
[2021-12-07 10:13:22 main:574] : INFO : Epoch 1600 | loss: 0.0311778 | val_loss: 0.0311788 | Time: 1731.56 ms
[2021-12-07 10:13:24 main:574] : INFO : Epoch 1601 | loss: 0.0311778 | val_loss: 0.0311766 | Time: 1749.22 ms
[2021-12-07 10:13:26 main:574] : INFO : Epoch 1602 | loss: 0.0311771 | val_loss: 0.031176 | Time: 1738.75 ms
[2021-12-07 10:13:28 main:574] : INFO : Epoch 1603 | loss: 0.0311775 | val_loss: 0.0311781 | Time: 1745.02 ms
[2021-12-07 10:13:29 main:574] : INFO : Epoch 1604 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 1748.83 ms
[2021-12-07 10:13:31 main:574] : INFO : Epoch 1605 | loss: 0.0311761 | val_loss: 0.0311748 | Time: 1740.89 ms
[2021-12-07 10:13:33 main:574] : INFO : Epoch 1606 | loss: 0.0311768 | val_loss: 0.0311752 | Time: 1743.21 ms
[2021-12-07 10:13:35 main:574] : INFO : Epoch 1607 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 1747.89 ms
[2021-12-07 10:13:36 main:574] : INFO : Epoch 1608 | loss: 0.0311756 | val_loss: 0.0311827 | Time: 1736.74 ms
[2021-12-07 10:13:38 main:574] : INFO : Epoch 1609 | loss: 0.0311788 | val_loss: 0.0311823 | Time: 1763.94 ms
[2021-12-07 10:13:40 main:574] : INFO : Epoch 1610 | loss: 0.0311795 | val_loss: 0.031177 | Time: 1742.17 ms
[2021-12-07 10:13:42 main:574] : INFO : Epoch 1611 | loss: 0.0311769 | val_loss: 0.0311789 | Time: 1748.04 ms
[2021-12-07 10:13:43 main:574] : INFO : Epoch 1612 | loss: 0.0311764 | val_loss: 0.0311762 | Time: 1749.57 ms
[2021-12-07 10:13:45 main:574] : INFO : Epoch 1613 | loss: 0.0311824 | val_loss: 0.0311868 | Time: 1772.88 ms
[2021-12-07 10:13:47 main:574] : INFO : Epoch 1614 | loss: 0.0311764 | val_loss: 0.0311759 | Time: 1757.83 ms
[2021-12-07 10:13:49 main:574] : INFO : Epoch 1615 | loss: 0.031176 | val_loss: 0.0311801 | Time: 1729.52 ms
[2021-12-07 10:13:50 main:574] : INFO : Epoch 1616 | loss: 0.0311756 | val_loss: 0.031181 | Time: 1753.76 ms
[2021-12-07 10:13:52 main:574] : INFO : Epoch 1617 | loss: 0.0311741 | val_loss: 0.0311766 | Time: 1732.47 ms
[2021-12-07 10:13:54 main:574] : INFO : Epoch 1618 | loss: 0.0311734 | val_loss: 0.0311761 | Time: 1743.78 ms
[2021-12-07 10:13:56 main:574] : INFO : Epoch 1619 | loss: 0.0311733 | val_loss: 0.0311744 | Time: 1752.08 ms
[2021-12-07 10:13:57 main:574] : INFO : Epoch 1620 | loss: 0.0311733 | val_loss: 0.0311755 | Time: 1751.9 ms
[2021-12-07 10:13:59 main:574] : INFO : Epoch 1621 | loss: 0.0311746 | val_loss: 0.0311747 | Time: 1749.43 ms
[2021-12-07 10:14:01 main:574] : INFO : Epoch 1622 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 1760.91 ms
[2021-12-07 10:14:03 main:574] : INFO : Epoch 1623 | loss: 0.0311719 | val_loss: 0.0311756 | Time: 1733.85 ms
[2021-12-07 10:14:04 main:574] : INFO : Epoch 1624 | loss: 0.0311713 | val_loss: 0.0311816 | Time: 1748.91 ms
[2021-12-07 10:14:06 main:574] : INFO : Epoch 1625 | loss: 0.0311726 | val_loss: 0.0311823 | Time: 1746.59 ms
[2021-12-07 10:14:08 main:574] : INFO : Epoch 1626 | loss: 0.031177 | val_loss: 0.031181 | Time: 1738.7 ms
[2021-12-07 10:14:10 main:574] : INFO : Epoch 1627 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 1748.31 ms
[2021-12-07 10:14:11 main:574] : INFO : Epoch 1628 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 1744.74 ms
[2021-12-07 10:14:13 main:574] : INFO : Epoch 1629 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 1764.44 ms
[2021-12-07 10:14:15 main:574] : INFO : Epoch 1630 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 1746.11 ms
[2021-12-07 10:14:17 main:574] : INFO : Epoch 1631 | loss: 0.0311708 | val_loss: 0.0311717 | Time: 1752.28 ms
[2021-12-07 10:14:18 main:574] : INFO : Epoch 1632 | loss: 0.0311691 | val_loss: 0.0311729 | Time: 1754.38 ms
[2021-12-07 10:14:20 main:574] : INFO : Epoch 1633 | loss: 0.031168 | val_loss: 0.0311733 | Time: 1745.76 ms
[2021-12-07 10:14:22 main:574] : INFO : Epoch 1634 | loss: 0.031168 | val_loss: 0.031172 | Time: 1736.03 ms
[2021-12-07 10:14:24 main:574] : INFO : Epoch 1635 | loss: 0.0311721 | val_loss: 0.031171 | Time: 1754.08 ms
[2021-12-07 10:14:25 main:574] : INFO : Epoch 1636 | loss: 0.0311717 | val_loss: 0.0311699 | Time: 1777.69 ms
[2021-12-07 10:14:27 main:574] : INFO : Epoch 1637 | loss: 0.03117 | val_loss: 0.0311719 | Time: 1743.02 ms
[2021-12-07 10:14:29 main:574] : INFO : Epoch 1638 | loss: 0.0311695 | val_loss: 0.0311711 | Time: 1780.05 ms
[2021-12-07 10:14:31 main:574] : INFO : Epoch 1639 | loss: 0.0311707 | val_loss: 0.0311727 | Time: 1737.27 ms
[2021-12-07 10:14:32 main:574] : INFO : Epoch 1640 | loss: 0.0311706 | val_loss: 0.0311797 | Time: 1744.49 ms
[2021-12-07 10:14:34 main:574] : INFO : Epoch 1641 | loss: 0.0311747 | val_loss: 0.0311718 | Time: 1764.42 ms
[2021-12-07 10:14:36 main:574] : INFO : Epoch 1642 | loss: 0.031175 | val_loss: 0.0311722 | Time: 1749.42 ms
[2021-12-07 10:14:38 main:574] : INFO : Epoch 1643 | loss: 0.0311723 | val_loss: 0.0311725 | Time: 1752.88 ms
[2021-12-07 10:14:39 main:574] : INFO : Epoch 1644 | loss: 0.0311705 | val_loss: 0.0311715 | Time: 1748.78 ms
[2021-12-07 10:14:41 main:574] : INFO : Epoch 1645 | loss: 0.0311692 | val_loss: 0.0311706 | Time: 1739.61 ms
[2021-12-07 10:14:43 main:574] : INFO : Epoch 1646 | loss: 0.0311676 | val_loss: 0.0311701 | Time: 1751.3 ms
[2021-12-07 10:14:45 main:574] : INFO : Epoch 1647 | loss: 0.0311674 | val_loss: 0.0311705 | Time: 1762.77 ms
[2021-12-07 10:14:47 main:574] : INFO : Epoch 1648 | loss: 0.0311718 | val_loss: 0.0311771 | Time: 1748.74 ms
[2021-12-07 10:14:48 main:574] : INFO : Epoch 1649 | loss: 0.0311751 | val_loss: 0.0311743 | Time: 1756.27 ms
[2021-12-07 10:14:50 main:574] : INFO : Epoch 1650 | loss: 0.0311726 | val_loss: 0.0311747 | Time: 1773.29 ms
[2021-12-07 10:14:52 main:574] : INFO : Epoch 1651 | loss: 0.0311741 | val_loss: 0.031172 | Time: 1744.82 ms
[2021-12-07 10:14:54 main:574] : INFO : Epoch 1652 | loss: 0.0311731 | val_loss: 0.0311691 | Time: 1752.58 ms
[2021-12-07 10:14:55 main:574] : INFO : Epoch 1653 | loss: 0.0311696 | val_loss: 0.0311697 | Time: 1742.53 ms
[2021-12-07 10:14:57 main:574] : INFO : Epoch 1654 | loss: 0.0311701 | val_loss: 0.0311703 | Time: 1769.43 ms
[2021-12-07 10:14:59 main:574] : INFO : Epoch 1655 | loss: 0.0311679 | val_loss: 0.0311689 | Time: 1741.3 ms
[2021-12-07 10:15:01 main:574] : INFO : Epoch 1656 | loss: 0.0311669 | val_loss: 0.0311726 | Time: 1754.04 ms
[2021-12-07 10:15:02 main:574] : INFO : Epoch 1657 | loss: 0.0311678 | val_loss: 0.0311675 | Time: 1745.47 ms
[2021-12-07 10:15:04 main:574] : INFO : Epoch 1658 | loss: 0.0311667 | val_loss: 0.031169 | Time: 1755.8 ms
[2021-12-07 10:15:06 main:574] : INFO : Epoch 1659 | loss: 0.0311649 | val_loss: 0.0311689 | Time: 1744.74 ms
[2021-12-07 10:15:08 main:574] : INFO : Epoch 1660 | loss: 0.0311662 | val_loss: 0.0311716 | Time: 1739.88 ms
[2021-12-07 10:15:09 main:574] : INFO : Epoch 1661 | loss: 0.0311665 | val_loss: 0.031166 | Time: 1744.85 ms
[2021-12-07 10:15:11 main:574] : INFO : Epoch 1662 | loss: 0.0311641 | val_loss: 0.0311668 | Time: 1739.8 ms
[2021-12-07 10:15:13 main:574] : INFO : Epoch 1663 | loss: 0.031163 | val_loss: 0.0311676 | Time: 1760.39 ms
[2021-12-07 10:15:15 main:574] : INFO : Epoch 1664 | loss: 0.0311634 | val_loss: 0.0311665 | Time: 1749.51 ms
[2021-12-07 10:15:16 main:574] : INFO : Epoch 1665 | loss: 0.0311622 | val_loss: 0.031166 | Time: 1753.39 ms
[2021-12-07 10:15:18 main:574] : INFO : Epoch 1666 | loss: 0.0311617 | val_loss: 0.0311684 | Time: 1770.8 ms
[2021-12-07 10:15:20 main:574] : INFO : Epoch 1667 | loss: 0.0311632 | val_loss: 0.0311704 | Time: 1741.89 ms
[2021-12-07 10:15:22 main:574] : INFO : Epoch 1668 | loss: 0.0311689 | val_loss: 0.0311699 | Time: 1756.96 ms
[2021-12-07 10:15:23 main:574] : INFO : Epoch 1669 | loss: 0.0311702 | val_loss: 0.0311725 | Time: 1755.7 ms
[2021-12-07 10:15:25 main:574] : INFO : Epoch 1670 | loss: 0.0311682 | val_loss: 0.0311707 | Time: 1733.21 ms
[2021-12-07 10:15:27 main:574] : INFO : Epoch 1671 | loss: 0.0311674 | val_loss: 0.0311703 | Time: 1748.96 ms
[2021-12-07 10:15:29 main:574] : INFO : Epoch 1672 | loss: 0.0311667 | val_loss: 0.0311698 | Time: 1732.93 ms
[2021-12-07 10:15:30 main:574] : INFO : Epoch 1673 | loss: 0.0311673 | val_loss: 0.0311705 | Time: 1757.86 ms
[2021-12-07 10:15:32 main:574] : INFO : Epoch 1674 | loss: 0.0311659 | val_loss: 0.0311708 | Time: 1755.54 ms
[2021-12-07 10:15:34 main:574] : INFO : Epoch 1675 | loss: 0.0311663 | val_loss: 0.0311684 | Time: 1750.66 ms
[2021-12-07 10:15:36 main:574] : INFO : Epoch 1676 | loss: 0.0311651 | val_loss: 0.0311708 | Time: 1747.42 ms
[2021-12-07 10:15:37 main:574] : INFO : Epoch 1677 | loss: 0.0311653 | val_loss: 0.0311688 | Time: 1760.65 ms
[2021-12-07 10:15:39 main:574] : INFO : Epoch 1678 | loss: 0.0311644 | val_loss: 0.0311679 | Time: 1743.06 ms
[2021-12-07 10:15:41 main:574] : INFO : Epoch 1679 | loss: 0.0311637 | val_loss: 0.0311682 | Time: 1745.44 ms
[2021-12-07 10:15:43 main:574] : INFO : Epoch 1680 | loss: 0.0311624 | val_loss: 0.0311666 | Time: 1745.06 ms
[2021-12-07 10:15:45 main:574] : INFO : Epoch 1681 | loss: 0.0311634 | val_loss: 0.0311677 | Time: 1763.92 ms
[2021-12-07 10:15:46 main:574] : INFO : Epoch 1682 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 1754.73 ms
[2021-12-07 10:15:48 main:574] : INFO : Epoch 1683 | loss: 0.0311682 | val_loss: 0.0311707 | Time: 1747.04 ms
[2021-12-07 10:15:50 main:574] : INFO : Epoch 1684 | loss: 0.0311689 | val_loss: 0.0311698 | Time: 1734.08 ms
[2021-12-07 10:15:52 main:574] : INFO : Epoch 1685 | loss: 0.0311683 | val_loss: 0.0311725 | Time: 1761.85 ms
[2021-12-07 10:15:53 main:574] : INFO : Epoch 1686 | loss: 0.0311659 | val_loss: 0.031171 | Time: 1741.7 ms
[2021-12-07 10:15:55 main:574] : INFO : Epoch 1687 | loss: 0.0311676 | val_loss: 0.0311714 | Time: 1752.83 ms
[2021-12-07 10:15:57 main:574] : INFO : Epoch 1688 | loss: 0.0311679 | val_loss: 0.0311711 | Time: 1746.1 ms
[2021-12-07 10:15:59 main:574] : INFO : Epoch 1689 | loss: 0.0311689 | val_loss: 0.0311717 | Time: 1757.28 ms
[2021-12-07 10:16:00 main:574] : INFO : Epoch 1690 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 1733.44 ms
[2021-12-07 10:16:02 main:574] : INFO : Epoch 1691 | loss: 0.03117 | val_loss: 0.03117 | Time: 1749.34 ms
[2021-12-07 10:16:04 main:574] : INFO : Epoch 1692 | loss: 0.0311681 | val_loss: 0.0311712 | Time: 1759.33 ms
[2021-12-07 10:16:06 main:574] : INFO : Epoch 1693 | loss: 0.0311685 | val_loss: 0.0311729 | Time: 1743.75 ms
[2021-12-07 10:16:07 main:574] : INFO : Epoch 1694 | loss: 0.0311678 | val_loss: 0.0311718 | Time: 1767.76 ms
[2021-12-07 10:16:09 main:574] : INFO : Epoch 1695 | loss: 0.0311679 | val_loss: 0.0311711 | Time: 1744.06 ms
[2021-12-07 10:16:11 main:574] : INFO : Epoch 1696 | loss: 0.0311678 | val_loss: 0.0311713 | Time: 1756.81 ms
[2021-12-07 10:16:13 main:574] : INFO : Epoch 1697 | loss: 0.0311681 | val_loss: 0.0311699 | Time: 1757.45 ms
[2021-12-07 10:16:14 main:574] : INFO : Epoch 1698 | loss: 0.0311668 | val_loss: 0.0311679 | Time: 1746.67 ms
[2021-12-07 10:16:16 main:574] : INFO : Epoch 1699 | loss: 0.0311674 | val_loss: 0.0311698 | Time: 1753.48 ms
[2021-12-07 10:16:18 main:574] : INFO : Epoch 1700 | loss: 0.0311659 | val_loss: 0.0311704 | Time: 1756.93 ms
[2021-12-07 10:16:20 main:574] : INFO : Epoch 1701 | loss: 0.0311646 | val_loss: 0.03117 | Time: 1753.27 ms
[2021-12-07 10:16:21 main:574] : INFO : Epoch 1702 | loss: 0.0311634 | val_loss: 0.0311689 | Time: 1742.28 ms
[2021-12-07 10:16:23 main:574] : INFO : Epoch 1703 | loss: 0.0311635 | val_loss: 0.0311686 | Time: 1753.02 ms
[2021-12-07 10:16:25 main:574] : INFO : Epoch 1704 | loss: 0.0311627 | val_loss: 0.0311701 | Time: 1750.42 ms
[2021-12-07 10:16:27 main:574] : INFO : Epoch 1705 | loss: 0.0311642 | val_loss: 0.0311686 | Time: 1738.39 ms
[2021-12-07 10:16:28 main:574] : INFO : Epoch 1706 | loss: 0.0311643 | val_loss: 0.031167 | Time: 1761.01 ms
[2021-12-07 10:16:30 main:574] : INFO : Epoch 1707 | loss: 0.0311632 | val_loss: 0.0311656 | Time: 1760.07 ms
[2021-12-07 10:16:32 main:574] : INFO : Epoch 1708 | loss: 0.0311667 | val_loss: 0.0311702 | Time: 1746.48 ms
[2021-12-07 10:16:34 main:574] : INFO : Epoch 1709 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 1753.55 ms
[2021-12-07 10:16:35 main:574] : INFO : Epoch 1710 | loss: 0.031166 | val_loss: 0.0311704 | Time: 1747.38 ms
[2021-12-07 10:16:37 main:574] : INFO : Epoch 1711 | loss: 0.0311636 | val_loss: 0.0311666 | Time: 1752.27 ms
[2021-12-07 10:16:39 main:574] : INFO : Epoch 1712 | loss: 0.0311619 | val_loss: 0.0311666 | Time: 1738.39 ms
[2021-12-07 10:16:41 main:574] : INFO : Epoch 1713 | loss: 0.0311626 | val_loss: 0.0311651 | Time: 1750.18 ms
[2021-12-07 10:16:42 main:574] : INFO : Epoch 1714 | loss: 0.0311639 | val_loss: 0.0311653 | Time: 1745.88 ms
[2021-12-07 10:16:44 main:574] : INFO : Epoch 1715 | loss: 0.0311653 | val_loss: 0.0311667 | Time: 1735.54 ms
[2021-12-07 10:16:46 main:574] : INFO : Epoch 1716 | loss: 0.031166 | val_loss: 0.031168 | Time: 1747.38 ms
[2021-12-07 10:16:48 main:574] : INFO : Epoch 1717 | loss: 0.0311648 | val_loss: 0.0311674 | Time: 1740.02 ms
[2021-12-07 10:16:49 main:574] : INFO : Epoch 1718 | loss: 0.0311631 | val_loss: 0.031167 | Time: 1740.61 ms
[2021-12-07 10:16:51 main:574] : INFO : Epoch 1719 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 1748.66 ms
[2021-12-07 10:16:53 main:574] : INFO : Epoch 1720 | loss: 0.031163 | val_loss: 0.0311667 | Time: 1757.46 ms
[2021-12-07 10:16:55 main:574] : INFO : Epoch 1721 | loss: 0.0311617 | val_loss: 0.0311657 | Time: 1750.42 ms
[2021-12-07 10:16:56 main:574] : INFO : Epoch 1722 | loss: 0.0311617 | val_loss: 0.0311665 | Time: 1763.6 ms
[2021-12-07 10:16:58 main:574] : INFO : Epoch 1723 | loss: 0.0311642 | val_loss: 0.0311663 | Time: 1744.25 ms
[2021-12-07 10:17:00 main:574] : INFO : Epoch 1724 | loss: 0.0311637 | val_loss: 0.0311695 | Time: 1741.66 ms
[2021-12-07 10:17:02 main:574] : INFO : Epoch 1725 | loss: 0.0311634 | val_loss: 0.0311685 | Time: 1753 ms
[2021-12-07 10:17:04 main:574] : INFO : Epoch 1726 | loss: 0.031164 | val_loss: 0.0311703 | Time: 1770.54 ms
[2021-12-07 10:17:05 main:574] : INFO : Epoch 1727 | loss: 0.0311642 | val_loss: 0.0311667 | Time: 1745 ms
[2021-12-07 10:17:07 main:574] : INFO : Epoch 1728 | loss: 0.0311608 | val_loss: 0.0311667 | Time: 1732.49 ms
[2021-12-07 10:17:09 main:574] : INFO : Epoch 1729 | loss: 0.0311628 | val_loss: 0.0311702 | Time: 1751.84 ms
[2021-12-07 10:17:11 main:574] : INFO : Epoch 1730 | loss: 0.0311652 | val_loss: 0.0311682 | Time: 1747 ms
[2021-12-07 10:17:12 main:574] : INFO : Epoch 1731 | loss: 0.0311637 | val_loss: 0.0311686 | Time: 1750.06 ms
[2021-12-07 10:17:14 main:574] : INFO : Epoch 1732 | loss: 0.0311636 | val_loss: 0.031175 | Time: 1755.08 ms
[2021-12-07 10:17:16 main:574] : INFO : Epoch 1733 | loss: 0.0311642 | val_loss: 0.0311684 | Time: 1741.32 ms
[2021-12-07 10:17:18 main:574] : INFO : Epoch 1734 | loss: 0.0311629 | val_loss: 0.0311692 | Time: 1762.19 ms
[2021-12-07 10:17:19 main:574] : INFO : Epoch 1735 | loss: 0.0311622 | val_loss: 0.0311672 | Time: 1760.96 ms
[2021-12-07 10:17:21 main:574] : INFO : Epoch 1736 | loss: 0.0311619 | val_loss: 0.0311669 | Time: 1749.16 ms
[2021-12-07 10:17:23 main:574] : INFO : Epoch 1737 | loss: 0.0311621 | val_loss: 0.031166 | Time: 1738.67 ms
[2021-12-07 10:17:25 main:574] : INFO : Epoch 1738 | loss: 0.0311599 | val_loss: 0.0311664 | Time: 1734.52 ms
[2021-12-07 10:17:26 main:574] : INFO : Epoch 1739 | loss: 0.0311602 | val_loss: 0.0311663 | Time: 1755.42 ms
[2021-12-07 10:17:28 main:574] : INFO : Epoch 1740 | loss: 0.0311609 | val_loss: 0.0311666 | Time: 1741.52 ms
[2021-12-07 10:17:30 main:574] : INFO : Epoch 1741 | loss: 0.0311589 | val_loss: 0.031165 | Time: 1745 ms
[2021-12-07 10:17:32 main:574] : INFO : Epoch 1742 | loss: 0.0311587 | val_loss: 0.0311651 | Time: 1758.76 ms
[2021-12-07 10:17:33 main:574] : INFO : Epoch 1743 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 1748.16 ms
[2021-12-07 10:17:35 main:574] : INFO : Epoch 1744 | loss: 0.0311578 | val_loss: 0.031166 | Time: 1738.18 ms
[2021-12-07 10:17:37 main:574] : INFO : Epoch 1745 | loss: 0.0311586 | val_loss: 0.0311669 | Time: 1745.19 ms
[2021-12-07 10:17:39 main:574] : INFO : Epoch 1746 | loss: 0.0311593 | val_loss: 0.031167 | Time: 1758.04 ms
[2021-12-07 10:17:40 main:574] : INFO : Epoch 1747 | loss: 0.0311608 | val_loss: 0.0311658 | Time: 1754.84 ms
[2021-12-07 10:17:42 main:574] : INFO : Epoch 1748 | loss: 0.0311606 | val_loss: 0.0311663 | Time: 1775.95 ms
[2021-12-07 10:17:44 main:574] : INFO : Epoch 1749 | loss: 0.0311599 | val_loss: 0.0311661 | Time: 1740.25 ms
[2021-12-07 10:17:46 main:574] : INFO : Epoch 1750 | loss: 0.0311601 | val_loss: 0.0311642 | Time: 1765.59 ms
[2021-12-07 10:17:47 main:574] : INFO : Epoch 1751 | loss: 0.0311611 | val_loss: 0.0311651 | Time: 1760.92 ms
[2021-12-07 10:17:49 main:574] : INFO : Epoch 1752 | loss: 0.0311611 | val_loss: 0.0311643 | Time: 1750.94 ms
[2021-12-07 10:17:51 main:574] : INFO : Epoch 1753 | loss: 0.0311607 | val_loss: 0.0311636 | Time: 1738.04 ms
[2021-12-07 10:17:53 main:574] : INFO : Epoch 1754 | loss: 0.031161 | val_loss: 0.0311638 | Time: 1732.12 ms
[2021-12-07 10:17:54 main:574] : INFO : Epoch 1755 | loss: 0.0311603 | val_loss: 0.0311649 | Time: 1743.45 ms
[2021-12-07 10:17:56 main:574] : INFO : Epoch 1756 | loss: 0.0311603 | val_loss: 0.0311684 | Time: 1750.52 ms
[2021-12-07 10:17:58 main:574] : INFO : Epoch 1757 | loss: 0.0311614 | val_loss: 0.0311656 | Time: 1751.16 ms
[2021-12-07 10:18:00 main:574] : INFO : Epoch 1758 | loss: 0.031159 | val_loss: 0.0311646 | Time: 1769.31 ms
[2021-12-07 10:18:01 main:574] : INFO : Epoch 1759 | loss: 0.0311602 | val_loss: 0.0311672 | Time: 1749.91 ms
[2021-12-07 10:18:03 main:574] : INFO : Epoch 1760 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 1765.67 ms
[2021-12-07 10:18:05 main:574] : INFO : Epoch 1761 | loss: 0.0311615 | val_loss: 0.0311673 | Time: 1748.39 ms
[2021-12-07 10:18:07 main:574] : INFO : Epoch 1762 | loss: 0.0311608 | val_loss: 0.0311638 | Time: 1735.44 ms
[2021-12-07 10:18:08 main:574] : INFO : Epoch 1763 | loss: 0.0311595 | val_loss: 0.0311627 | Time: 1738.93 ms
[2021-12-07 10:18:10 main:574] : INFO : Epoch 1764 | loss: 0.0311575 | val_loss: 0.0311641 | Time: 1746.96 ms
[2021-12-07 10:18:12 main:574] : INFO : Epoch 1765 | loss: 0.0311594 | val_loss: 0.0311678 | Time: 1726.06 ms
[2021-12-07 10:18:14 main:574] : INFO : Epoch 1766 | loss: 0.0311633 | val_loss: 0.0311696 | Time: 1745.55 ms
[2021-12-07 10:18:15 main:574] : INFO : Epoch 1767 | loss: 0.0311622 | val_loss: 0.0311656 | Time: 1750.56 ms
[2021-12-07 10:18:17 main:574] : INFO : Epoch 1768 | loss: 0.0311602 | val_loss: 0.0311671 | Time: 1761.41 ms
[2021-12-07 10:18:19 main:574] : INFO : Epoch 1769 | loss: 0.0311604 | val_loss: 0.0311686 | Time: 1743.45 ms
[2021-12-07 10:18:21 main:574] : INFO : Epoch 1770 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 1745.77 ms
[2021-12-07 10:18:22 main:574] : INFO : Epoch 1771 | loss: 0.031158 | val_loss: 0.0311658 | Time: 1747.88 ms
[2021-12-07 10:18:24 main:574] : INFO : Epoch 1772 | loss: 0.0311576 | val_loss: 0.0311635 | Time: 1749.92 ms
[2021-12-07 10:18:26 main:574] : INFO : Epoch 1773 | loss: 0.0311595 | val_loss: 0.0311655 | Time: 1733.43 ms
[2021-12-07 10:18:28 main:574] : INFO : Epoch 1774 | loss: 0.0311605 | val_loss: 0.0311675 | Time: 1750.07 ms
[2021-12-07 10:18:29 main:574] : INFO : Epoch 1775 | loss: 0.03116 | val_loss: 0.0311658 | Time: 1741.63 ms
[2021-12-07 10:18:31 main:574] : INFO : Epoch 1776 | loss: 0.0311597 | val_loss: 0.0311644 | Time: 1755.17 ms
[2021-12-07 10:18:33 main:574] : INFO : Epoch 1777 | loss: 0.0311621 | val_loss: 0.0311667 | Time: 1760 ms
[2021-12-07 10:18:35 main:574] : INFO : Epoch 1778 | loss: 0.0311628 | val_loss: 0.0311653 | Time: 1735.04 ms
[2021-12-07 10:18:36 main:574] : INFO : Epoch 1779 | loss: 0.031161 | val_loss: 0.0311651 | Time: 1741.09 ms
[2021-12-07 10:18:38 main:574] : INFO : Epoch 1780 | loss: 0.0311584 | val_loss: 0.0311632 | Time: 1772.82 ms
[2021-12-07 10:18:40 main:574] : INFO : Epoch 1781 | loss: 0.0311581 | val_loss: 0.0311653 | Time: 1745.14 ms
[2021-12-07 10:18:42 main:574] : INFO : Epoch 1782 | loss: 0.0311598 | val_loss: 0.0311681 | Time: 1743.84 ms
[2021-12-07 10:18:44 main:574] : INFO : Epoch 1783 | loss: 0.0311605 | val_loss: 0.0311653 | Time: 1774.85 ms
[2021-12-07 10:18:45 main:574] : INFO : Epoch 1784 | loss: 0.0311586 | val_loss: 0.0311683 | Time: 1746.65 ms
[2021-12-07 10:18:47 main:574] : INFO : Epoch 1785 | loss: 0.0311612 | val_loss: 0.0311709 | Time: 1770.04 ms
[2021-12-07 10:18:49 main:574] : INFO : Epoch 1786 | loss: 0.0311641 | val_loss: 0.031167 | Time: 1755.88 ms
[2021-12-07 10:18:51 main:574] : INFO : Epoch 1787 | loss: 0.031163 | val_loss: 0.0311662 | Time: 1729.54 ms
[2021-12-07 10:18:52 main:574] : INFO : Epoch 1788 | loss: 0.0311629 | val_loss: 0.031168 | Time: 1755.62 ms
[2021-12-07 10:18:54 main:574] : INFO : Epoch 1789 | loss: 0.0311637 | val_loss: 0.0311692 | Time: 1732.14 ms
[2021-12-07 10:18:56 main:574] : INFO : Epoch 1790 | loss: 0.0311625 | val_loss: 0.031166 | Time: 1729.27 ms
[2021-12-07 10:18:58 main:574] : INFO : Epoch 1791 | loss: 0.0311602 | val_loss: 0.0311688 | Time: 1749.74 ms
[2021-12-07 10:18:59 main:574] : INFO : Epoch 1792 | loss: 0.0311625 | val_loss: 0.031166 | Time: 1729.45 ms
[2021-12-07 10:19:01 main:574] : INFO : Epoch 1793 | loss: 0.0311633 | val_loss: 0.0311668 | Time: 1737.58 ms
[2021-12-07 10:19:03 main:574] : INFO : Epoch 1794 | loss: 0.0311625 | val_loss: 0.0311643 | Time: 1740.86 ms
[2021-12-07 10:19:05 main:574] : INFO : Epoch 1795 | loss: 0.0311611 | val_loss: 0.0311638 | Time: 1739.25 ms
[2021-12-07 10:19:06 main:574] : INFO : Epoch 1796 | loss: 0.031161 | val_loss: 0.0311641 | Time: 1720.24 ms
[2021-12-07 10:19:08 main:574] : INFO : Epoch 1797 | loss: 0.03116 | val_loss: 0.0311664 | Time: 1744.23 ms
[2021-12-07 10:19:10 main:574] : INFO : Epoch 1798 | loss: 0.0311621 | val_loss: 0.0311653 | Time: 1724.73 ms
[2021-12-07 10:19:12 main:574] : INFO : Epoch 1799 | loss: 0.0311623 | val_loss: 0.0311679 | Time: 1747.09 ms
[2021-12-07 10:19:13 main:574] : INFO : Epoch 1800 | loss: 0.0311618 | val_loss: 0.0311633 | Time: 1738.46 ms
[2021-12-07 10:19:15 main:574] : INFO : Epoch 1801 | loss: 0.0311594 | val_loss: 0.031164 | Time: 1756.05 ms
[2021-12-07 10:19:17 main:574] : INFO : Epoch 1802 | loss: 0.0311598 | val_loss: 0.0311654 | Time: 1733.17 ms
[2021-12-07 10:19:18 main:574] : INFO : Epoch 1803 | loss: 0.0311601 | val_loss: 0.0311653 | Time: 1745.06 ms
[2021-12-07 10:19:20 main:574] : INFO : Epoch 1804 | loss: 0.031161 | val_loss: 0.0311659 | Time: 1761.7 ms
[2021-12-07 10:19:22 main:574] : INFO : Epoch 1805 | loss: 0.0311602 | val_loss: 0.0311635 | Time: 1772.72 ms
[2021-12-07 10:19:24 main:574] : INFO : Epoch 1806 | loss: 0.0311621 | val_loss: 0.031165 | Time: 1737.33 ms
[2021-12-07 10:19:26 main:574] : INFO : Epoch 1807 | loss: 0.0311643 | val_loss: 0.0311714 | Time: 1761.26 ms
[2021-12-07 10:19:27 main:574] : INFO : Epoch 1808 | loss: 0.0311735 | val_loss: 0.0311751 | Time: 1750.31 ms
[2021-12-07 10:19:29 main:574] : INFO : Epoch 1809 | loss: 0.0311739 | val_loss: 0.0311715 | Time: 1760.89 ms
[2021-12-07 10:19:31 main:574] : INFO : Epoch 1810 | loss: 0.0311717 | val_loss: 0.0311713 | Time: 1768.23 ms
[2021-12-07 10:19:33 main:574] : INFO : Epoch 1811 | loss: 0.031171 | val_loss: 0.0311733 | Time: 1743.87 ms
[2021-12-07 10:19:34 main:574] : INFO : Epoch 1812 | loss: 0.0311689 | val_loss: 0.0311724 | Time: 1750.97 ms
[2021-12-07 10:19:36 main:574] : INFO : Epoch 1813 | loss: 0.0311684 | val_loss: 0.031171 | Time: 1743.59 ms
[2021-12-07 10:19:38 main:574] : INFO : Epoch 1814 | loss: 0.0311671 | val_loss: 0.0311717 | Time: 1762.84 ms
[2021-12-07 10:19:40 main:574] : INFO : Epoch 1815 | loss: 0.031167 | val_loss: 0.0311727 | Time: 1771.45 ms
[2021-12-07 10:19:41 main:574] : INFO : Epoch 1816 | loss: 0.0311661 | val_loss: 0.0311732 | Time: 1724.77 ms
[2021-12-07 10:19:43 main:574] : INFO : Epoch 1817 | loss: 0.0311654 | val_loss: 0.0311714 | Time: 1741.37 ms
[2021-12-07 10:19:45 main:574] : INFO : Epoch 1818 | loss: 0.0311681 | val_loss: 0.0311727 | Time: 1752.57 ms
[2021-12-07 10:19:47 main:574] : INFO : Epoch 1819 | loss: 0.0311659 | val_loss: 0.0311702 | Time: 1747.47 ms
[2021-12-07 10:19:48 main:574] : INFO : Epoch 1820 | loss: 0.0311635 | val_loss: 0.0311693 | Time: 1763.33 ms
[2021-12-07 10:19:50 main:574] : INFO : Epoch 1821 | loss: 0.0311628 | val_loss: 0.0311711 | Time: 1741.24 ms
[2021-12-07 10:19:52 main:574] : INFO : Epoch 1822 | loss: 0.031167 | val_loss: 0.0311711 | Time: 1737.83 ms
[2021-12-07 10:19:54 main:574] : INFO : Epoch 1823 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 1747.17 ms
[2021-12-07 10:19:55 main:574] : INFO : Epoch 1824 | loss: 0.0311659 | val_loss: 0.0311693 | Time: 1738.08 ms
[2021-12-07 10:19:57 main:574] : INFO : Epoch 1825 | loss: 0.0311674 | val_loss: 0.0311694 | Time: 1771.86 ms
[2021-12-07 10:19:59 main:574] : INFO : Epoch 1826 | loss: 0.031165 | val_loss: 0.0311665 | Time: 1752.36 ms
[2021-12-07 10:20:01 main:574] : INFO : Epoch 1827 | loss: 0.0311655 | val_loss: 0.0311648 | Time: 1760.13 ms
[2021-12-07 10:20:02 main:574] : INFO : Epoch 1828 | loss: 0.0311642 | val_loss: 0.0311651 | Time: 1749.38 ms
[2021-12-07 10:20:04 main:574] : INFO : Epoch 1829 | loss: 0.0311647 | val_loss: 0.0311679 | Time: 1740.38 ms
[2021-12-07 10:20:06 main:574] : INFO : Epoch 1830 | loss: 0.031163 | val_loss: 0.0311633 | Time: 1743.85 ms
[2021-12-07 10:20:08 main:574] : INFO : Epoch 1831 | loss: 0.0311628 | val_loss: 0.0311639 | Time: 1752.22 ms
[2021-12-07 10:20:09 main:574] : INFO : Epoch 1832 | loss: 0.0311626 | val_loss: 0.0311649 | Time: 1751.87 ms
[2021-12-07 10:20:11 main:574] : INFO : Epoch 1833 | loss: 0.0311609 | val_loss: 0.0311643 | Time: 1754.81 ms
[2021-12-07 10:20:13 main:574] : INFO : Epoch 1834 | loss: 0.03116 | val_loss: 0.0311644 | Time: 1730.69 ms
[2021-12-07 10:20:15 main:574] : INFO : Epoch 1835 | loss: 0.0311608 | val_loss: 0.0311704 | Time: 1748.98 ms
[2021-12-07 10:20:16 main:574] : INFO : Epoch 1836 | loss: 0.0311612 | val_loss: 0.0311633 | Time: 1741.14 ms
[2021-12-07 10:20:18 main:574] : INFO : Epoch 1837 | loss: 0.0311595 | val_loss: 0.0311662 | Time: 1738.43 ms
[2021-12-07 10:20:20 main:574] : INFO : Epoch 1838 | loss: 0.0311642 | val_loss: 0.0311644 | Time: 1761.29 ms
[2021-12-07 10:20:22 main:574] : INFO : Epoch 1839 | loss: 0.0311617 | val_loss: 0.0311665 | Time: 1754.89 ms
[2021-12-07 10:20:23 main:574] : INFO : Epoch 1840 | loss: 0.0311631 | val_loss: 0.0311655 | Time: 1743.61 ms
[2021-12-07 10:20:25 main:574] : INFO : Epoch 1841 | loss: 0.0311615 | val_loss: 0.0311646 | Time: 1742.84 ms
[2021-12-07 10:20:27 main:574] : INFO : Epoch 1842 | loss: 0.0311621 | val_loss: 0.0311648 | Time: 1764.25 ms
[2021-12-07 10:20:29 main:574] : INFO : Epoch 1843 | loss: 0.0311626 | val_loss: 0.0311634 | Time: 1744.65 ms
[2021-12-07 10:20:30 main:574] : INFO : Epoch 1844 | loss: 0.0311615 | val_loss: 0.0311655 | Time: 1759.68 ms
[2021-12-07 10:20:32 main:574] : INFO : Epoch 1845 | loss: 0.0311626 | val_loss: 0.0311646 | Time: 1749.72 ms
[2021-12-07 10:20:34 main:574] : INFO : Epoch 1846 | loss: 0.031163 | val_loss: 0.0311671 | Time: 1754.47 ms
[2021-12-07 10:20:36 main:574] : INFO : Epoch 1847 | loss: 0.0311651 | val_loss: 0.0311717 | Time: 1733.81 ms
[2021-12-07 10:20:37 main:574] : INFO : Epoch 1848 | loss: 0.0311646 | val_loss: 0.0311664 | Time: 1729.16 ms
[2021-12-07 10:20:39 main:574] : INFO : Epoch 1849 | loss: 0.0311634 | val_loss: 0.0311656 | Time: 1761.95 ms
[2021-12-07 10:20:41 main:574] : INFO : Epoch 1850 | loss: 0.0311622 | val_loss: 0.031164 | Time: 1746.87 ms
[2021-12-07 10:20:43 main:574] : INFO : Epoch 1851 | loss: 0.0311604 | val_loss: 0.0311642 | Time: 1739.34 ms
[2021-12-07 10:20:44 main:574] : INFO : Epoch 1852 | loss: 0.0311626 | val_loss: 0.0311688 | Time: 1735.95 ms
[2021-12-07 10:20:46 main:574] : INFO : Epoch 1853 | loss: 0.0311614 | val_loss: 0.0311642 | Time: 1745.49 ms
[2021-12-07 10:20:48 main:574] : INFO : Epoch 1854 | loss: 0.0311596 | val_loss: 0.0311642 | Time: 1730.19 ms
[2021-12-07 10:20:50 main:574] : INFO : Epoch 1855 | loss: 0.0311597 | val_loss: 0.0311639 | Time: 1768.44 ms
[2021-12-07 10:20:51 main:574] : INFO : Epoch 1856 | loss: 0.0311594 | val_loss: 0.0311635 | Time: 1730.77 ms
[2021-12-07 10:20:53 main:574] : INFO : Epoch 1857 | loss: 0.0311591 | val_loss: 0.031163 | Time: 1748.72 ms
[2021-12-07 10:20:55 main:574] : INFO : Epoch 1858 | loss: 0.0311577 | val_loss: 0.0311643 | Time: 1765.03 ms
[2021-12-07 10:20:57 main:574] : INFO : Epoch 1859 | loss: 0.0311573 | val_loss: 0.0311638 | Time: 1749.2 ms
[2021-12-07 10:20:59 main:574] : INFO : Epoch 1860 | loss: 0.0311573 | val_loss: 0.0311625 | Time: 1740.45 ms
[2021-12-07 10:21:00 main:574] : INFO : Epoch 1861 | loss: 0.031158 | val_loss: 0.031163 | Time: 1736.53 ms
[2021-12-07 10:21:02 main:574] : INFO : Epoch 1862 | loss: 0.0311578 | val_loss: 0.0311627 | Time: 1753.82 ms
[2021-12-07 10:21:04 main:574] : INFO : Epoch 1863 | loss: 0.0311585 | val_loss: 0.0311637 | Time: 1740.8 ms
[2021-12-07 10:21:06 main:574] : INFO : Epoch 1864 | loss: 0.0311578 | val_loss: 0.0311643 | Time: 1745.22 ms
[2021-12-07 10:21:07 main:574] : INFO : Epoch 1865 | loss: 0.0311575 | val_loss: 0.0311654 | Time: 1754.16 ms
[2021-12-07 10:21:09 main:574] : INFO : Epoch 1866 | loss: 0.0311582 | val_loss: 0.0311627 | Time: 1741.95 ms
[2021-12-07 10:21:11 main:574] : INFO : Epoch 1867 | loss: 0.0311573 | val_loss: 0.0311635 | Time: 1754.24 ms
[2021-12-07 10:21:13 main:574] : INFO : Epoch 1868 | loss: 0.0311573 | val_loss: 0.0311663 | Time: 1742.79 ms
[2021-12-07 10:21:14 main:574] : INFO : Epoch 1869 | loss: 0.0311567 | val_loss: 0.0311665 | Time: 1745.77 ms
[2021-12-07 10:21:16 main:574] : INFO : Epoch 1870 | loss: 0.0311565 | val_loss: 0.0311654 | Time: 1764.55 ms
[2021-12-07 10:21:18 main:574] : INFO : Epoch 1871 | loss: 0.0311562 | val_loss: 0.0311626 | Time: 1742.18 ms
[2021-12-07 10:21:20 main:574] : INFO : Epoch 1872 | loss: 0.0311555 | val_loss: 0.0311638 | Time: 1744.05 ms
[2021-12-07 10:21:21 main:574] : INFO : Epoch 1873 | loss: 0.031155 | val_loss: 0.031168 | Time: 1759.52 ms
[2021-12-07 10:21:23 main:574] : INFO : Epoch 1874 | loss: 0.0311554 | val_loss: 0.0311636 | Time: 1730.15 ms
[2021-12-07 10:21:25 main:574] : INFO : Epoch 1875 | loss: 0.0311555 | val_loss: 0.0311649 | Time: 1753.92 ms
[2021-12-07 10:21:27 main:574] : INFO : Epoch 1876 | loss: 0.0311556 | val_loss: 0.0311644 | Time: 1748.86 ms
[2021-12-07 10:21:28 main:574] : INFO : Epoch 1877 | loss: 0.0311574 | val_loss: 0.0311683 | Time: 1733.1 ms
[2021-12-07 10:21:30 main:574] : INFO : Epoch 1878 | loss: 0.0311616 | val_loss: 0.0311647 | Time: 1770.08 ms
[2021-12-07 10:21:32 main:574] : INFO : Epoch 1879 | loss: 0.0311655 | val_loss: 0.0311651 | Time: 1749.4 ms
[2021-12-07 10:21:34 main:574] : INFO : Epoch 1880 | loss: 0.0311627 | val_loss: 0.0311642 | Time: 1743.35 ms
[2021-12-07 10:21:35 main:574] : INFO : Epoch 1881 | loss: 0.0311614 | val_loss: 0.0311646 | Time: 1751.67 ms
[2021-12-07 10:21:37 main:574] : INFO : Epoch 1882 | loss: 0.0311597 | val_loss: 0.0311643 | Time: 1758.5 ms
[2021-12-07 10:21:39 main:574] : INFO : Epoch 1883 | loss: 0.0311618 | val_loss: 0.0311655 | Time: 1769.18 ms
[2021-12-07 10:21:41 main:574] : INFO : Epoch 1884 | loss: 0.0311596 | val_loss: 0.0311653 | Time: 1757.28 ms
[2021-12-07 10:21:42 main:574] : INFO : Epoch 1885 | loss: 0.0311587 | val_loss: 0.0311663 | Time: 1737.86 ms
[2021-12-07 10:21:44 main:574] : INFO : Epoch 1886 | loss: 0.0311589 | val_loss: 0.0311646 | Time: 1747.42 ms
[2021-12-07 10:21:46 main:574] : INFO : Epoch 1887 | loss: 0.0311579 | val_loss: 0.0311623 | Time: 1747.24 ms
[2021-12-07 10:21:48 main:574] : INFO : Epoch 1888 | loss: 0.0311579 | val_loss: 0.031164 | Time: 1760.88 ms
[2021-12-07 10:21:49 main:574] : INFO : Epoch 1889 | loss: 0.0311582 | val_loss: 0.0311684 | Time: 1731.74 ms
[2021-12-07 10:21:51 main:574] : INFO : Epoch 1890 | loss: 0.0311628 | val_loss: 0.0311644 | Time: 1729.13 ms
[2021-12-07 10:21:53 main:574] : INFO : Epoch 1891 | loss: 0.0311632 | val_loss: 0.0311673 | Time: 1755.15 ms
[2021-12-07 10:21:55 main:574] : INFO : Epoch 1892 | loss: 0.0311656 | val_loss: 0.0311694 | Time: 1747.46 ms
[2021-12-07 10:21:56 main:574] : INFO : Epoch 1893 | loss: 0.0311651 | val_loss: 0.0311657 | Time: 1750.86 ms
[2021-12-07 10:21:58 main:574] : INFO : Epoch 1894 | loss: 0.0311651 | val_loss: 0.0311656 | Time: 1742.06 ms
[2021-12-07 10:22:00 main:574] : INFO : Epoch 1895 | loss: 0.0311648 | val_loss: 0.0311679 | Time: 1760.44 ms
[2021-12-07 10:22:02 main:574] : INFO : Epoch 1896 | loss: 0.0311637 | val_loss: 0.0311654 | Time: 1745.33 ms
[2021-12-07 10:22:03 main:574] : INFO : Epoch 1897 | loss: 0.0311607 | val_loss: 0.0311641 | Time: 1743.91 ms
[2021-12-07 10:22:05 main:574] : INFO : Epoch 1898 | loss: 0.0311589 | val_loss: 0.031165 | Time: 1756.76 ms
[2021-12-07 10:22:07 main:574] : INFO : Epoch 1899 | loss: 0.0311594 | val_loss: 0.0311654 | Time: 1735.08 ms
[2021-12-07 10:22:09 main:574] : INFO : Epoch 1900 | loss: 0.0311591 | val_loss: 0.0311642 | Time: 1753.51 ms
[2021-12-07 10:22:10 main:574] : INFO : Epoch 1901 | loss: 0.0311582 | val_loss: 0.0311645 | Time: 1756.94 ms
[2021-12-07 10:22:12 main:574] : INFO : Epoch 1902 | loss: 0.0311595 | val_loss: 0.0311667 | Time: 1749.55 ms
[2021-12-07 10:22:14 main:574] : INFO : Epoch 1903 | loss: 0.031159 | val_loss: 0.0311659 | Time: 1730.71 ms
[2021-12-07 10:22:16 main:574] : INFO : Epoch 1904 | loss: 0.0311574 | val_loss: 0.0311647 | Time: 1757.08 ms
[2021-12-07 10:22:17 main:574] : INFO : Epoch 1905 | loss: 0.0311578 | val_loss: 0.0311643 | Time: 1759.36 ms
[2021-12-07 10:22:19 main:574] : INFO : Epoch 1906 | loss: 0.0311572 | val_loss: 0.0311645 | Time: 1744.41 ms
[2021-12-07 10:22:21 main:574] : INFO : Epoch 1907 | loss: 0.0311561 | val_loss: 0.0311651 | Time: 1737.18 ms
[2021-12-07 10:22:23 main:574] : INFO : Epoch 1908 | loss: 0.0311568 | val_loss: 0.0311654 | Time: 1930.85 ms
[2021-12-07 10:22:25 main:574] : INFO : Epoch 1909 | loss: 0.0311562 | val_loss: 0.0311661 | Time: 1834.19 ms
[2021-12-07 10:22:27 main:574] : INFO : Epoch 1910 | loss: 0.0311576 | val_loss: 0.0311644 | Time: 1791.47 ms
[2021-12-07 10:22:28 main:574] : INFO : Epoch 1911 | loss: 0.031157 | val_loss: 0.0311656 | Time: 1755.95 ms
[2021-12-07 10:22:30 main:574] : INFO : Epoch 1912 | loss: 0.0311579 | val_loss: 0.0311664 | Time: 1736.5 ms
[2021-12-07 10:22:32 main:574] : INFO : Epoch 1913 | loss: 0.0311573 | val_loss: 0.0311656 | Time: 1802.04 ms
[2021-12-07 10:22:34 main:574] : INFO : Epoch 1914 | loss: 0.0311575 | val_loss: 0.0311645 | Time: 1747.05 ms
[2021-12-07 10:22:35 main:574] : INFO : Epoch 1915 | loss: 0.031157 | val_loss: 0.0311651 | Time: 1740.18 ms
[2021-12-07 10:22:37 main:574] : INFO : Epoch 1916 | loss: 0.0311562 | val_loss: 0.0311655 | Time: 1756.93 ms
[2021-12-07 10:22:39 main:574] : INFO : Epoch 1917 | loss: 0.0311564 | val_loss: 0.0311662 | Time: 1747.8 ms
[2021-12-07 10:22:41 main:574] : INFO : Epoch 1918 | loss: 0.0311562 | val_loss: 0.0311647 | Time: 1739.71 ms
[2021-12-07 10:22:43 main:574] : INFO : Epoch 1919 | loss: 0.0311551 | val_loss: 0.0311634 | Time: 1755.33 ms
[2021-12-07 10:22:44 main:574] : INFO : Epoch 1920 | loss: 0.0311573 | val_loss: 0.0311651 | Time: 1759.67 ms
[2021-12-07 10:22:46 main:574] : INFO : Epoch 1921 | loss: 0.031157 | val_loss: 0.0311662 | Time: 1757.04 ms
[2021-12-07 10:22:48 main:574] : INFO : Epoch 1922 | loss: 0.0311574 | val_loss: 0.0311659 | Time: 1828.63 ms
[2021-12-07 10:22:50 main:574] : INFO : Epoch 1923 | loss: 0.0311582 | val_loss: 0.0311624 | Time: 1748.31 ms
[2021-12-07 10:22:51 main:574] : INFO : Epoch 1924 | loss: 0.0311574 | val_loss: 0.0311615 | Time: 1760.98 ms
[2021-12-07 10:22:53 main:574] : INFO : Epoch 1925 | loss: 0.0311562 | val_loss: 0.0311635 | Time: 1740.34 ms
[2021-12-07 10:22:55 main:574] : INFO : Epoch 1926 | loss: 0.0311572 | val_loss: 0.031162 | Time: 1749.1 ms
[2021-12-07 10:22:57 main:574] : INFO : Epoch 1927 | loss: 0.0311553 | val_loss: 0.0311604 | Time: 1744.14 ms
[2021-12-07 10:22:58 main:574] : INFO : Epoch 1928 | loss: 0.0311565 | val_loss: 0.0311606 | Time: 1745.34 ms
[2021-12-07 10:23:00 main:574] : INFO : Epoch 1929 | loss: 0.0311596 | val_loss: 0.0311633 | Time: 1749.16 ms
[2021-12-07 10:23:02 main:574] : INFO : Epoch 1930 | loss: 0.0311585 | val_loss: 0.0311657 | Time: 1781.96 ms
[2021-12-07 10:23:04 main:574] : INFO : Epoch 1931 | loss: 0.0311554 | val_loss: 0.0311612 | Time: 1725.07 ms
[2021-12-07 10:23:05 main:574] : INFO : Epoch 1932 | loss: 0.0311556 | val_loss: 0.031163 | Time: 1746.37 ms
[2021-12-07 10:23:07 main:574] : INFO : Epoch 1933 | loss: 0.0311553 | val_loss: 0.0311611 | Time: 1760.4 ms
[2021-12-07 10:23:09 main:574] : INFO : Epoch 1934 | loss: 0.0311571 | val_loss: 0.0311645 | Time: 1746.48 ms
[2021-12-07 10:23:11 main:574] : INFO : Epoch 1935 | loss: 0.0311548 | val_loss: 0.0311606 | Time: 1735.77 ms
[2021-12-07 10:23:12 main:574] : INFO : Epoch 1936 | loss: 0.031154 | val_loss: 0.031163 | Time: 1738.65 ms
[2021-12-07 10:23:14 main:574] : INFO : Epoch 1937 | loss: 0.0311546 | val_loss: 0.0311628 | Time: 1748.29 ms
[2021-12-07 10:23:16 main:574] : INFO : Epoch 1938 | loss: 0.0311546 | val_loss: 0.0311618 | Time: 1760.68 ms
[2021-12-07 10:23:18 main:574] : INFO : Epoch 1939 | loss: 0.0311545 | val_loss: 0.0311657 | Time: 1748.85 ms
[2021-12-07 10:23:19 main:574] : INFO : Epoch 1940 | loss: 0.0311551 | val_loss: 0.0311636 | Time: 1746.44 ms
[2021-12-07 10:23:21 main:574] : INFO : Epoch 1941 | loss: 0.0311547 | val_loss: 0.0311652 | Time: 1783.21 ms
[2021-12-07 10:23:23 main:574] : INFO : Epoch 1942 | loss: 0.0311555 | val_loss: 0.0311651 | Time: 1744.68 ms
[2021-12-07 10:23:25 main:574] : INFO : Epoch 1943 | loss: 0.031158 | val_loss: 0.0311673 | Time: 1745.62 ms
[2021-12-07 10:23:26 main:574] : INFO : Epoch 1944 | loss: 0.0311575 | val_loss: 0.0311683 | Time: 1740.81 ms
[2021-12-07 10:23:28 main:574] : INFO : Epoch 1945 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 1750.63 ms
[2021-12-07 10:23:30 main:574] : INFO : Epoch 1946 | loss: 0.0311541 | val_loss: 0.031162 | Time: 1750.75 ms
[2021-12-07 10:23:32 main:574] : INFO : Epoch 1947 | loss: 0.0311542 | val_loss: 0.0311653 | Time: 1766.58 ms
[2021-12-07 10:23:34 main:574] : INFO : Epoch 1948 | loss: 0.0311548 | val_loss: 0.0311623 | Time: 1757.02 ms
[2021-12-07 10:23:35 main:574] : INFO : Epoch 1949 | loss: 0.031154 | val_loss: 0.0311667 | Time: 1742.27 ms
[2021-12-07 10:23:37 main:574] : INFO : Epoch 1950 | loss: 0.0311559 | val_loss: 0.0311654 | Time: 1761.4 ms
[2021-12-07 10:23:39 main:574] : INFO : Epoch 1951 | loss: 0.0311543 | val_loss: 0.031165 | Time: 1751.5 ms
[2021-12-07 10:23:41 main:574] : INFO : Epoch 1952 | loss: 0.0311536 | val_loss: 0.0311645 | Time: 1757.66 ms
[2021-12-07 10:23:42 main:574] : INFO : Epoch 1953 | loss: 0.031153 | val_loss: 0.0311649 | Time: 1751.07 ms
[2021-12-07 10:23:44 main:574] : INFO : Epoch 1954 | loss: 0.0311521 | val_loss: 0.0311622 | Time: 1753.03 ms
[2021-12-07 10:23:46 main:574] : INFO : Epoch 1955 | loss: 0.0311534 | val_loss: 0.0311621 | Time: 1749.76 ms
[2021-12-07 10:23:48 main:574] : INFO : Epoch 1956 | loss: 0.0311531 | val_loss: 0.0311625 | Time: 1753.19 ms
[2021-12-07 10:23:49 main:574] : INFO : Epoch 1957 | loss: 0.0311527 | val_loss: 0.0311635 | Time: 1750.63 ms
[2021-12-07 10:23:51 main:574] : INFO : Epoch 1958 | loss: 0.0311529 | val_loss: 0.0311626 | Time: 1762.44 ms
[2021-12-07 10:23:53 main:574] : INFO : Epoch 1959 | loss: 0.0311556 | val_loss: 0.0311686 | Time: 1751.71 ms
[2021-12-07 10:23:55 main:574] : INFO : Epoch 1960 | loss: 0.0311551 | val_loss: 0.031163 | Time: 1759.79 ms
[2021-12-07 10:23:56 main:574] : INFO : Epoch 1961 | loss: 0.0311553 | val_loss: 0.0311656 | Time: 1753.11 ms
[2021-12-07 10:23:58 main:574] : INFO : Epoch 1962 | loss: 0.0311552 | val_loss: 0.0311617 | Time: 1753.61 ms
[2021-12-07 10:24:00 main:574] : INFO : Epoch 1963 | loss: 0.0311532 | val_loss: 0.0311619 | Time: 1740.79 ms
[2021-12-07 10:24:02 main:574] : INFO : Epoch 1964 | loss: 0.0311541 | val_loss: 0.031162 | Time: 1764.29 ms
[2021-12-07 10:24:03 main:574] : INFO : Epoch 1965 | loss: 0.0311543 | val_loss: 0.0311649 | Time: 1748.24 ms
[2021-12-07 10:24:05 main:574] : INFO : Epoch 1966 | loss: 0.0311537 | val_loss: 0.0311631 | Time: 1764.35 ms
[2021-12-07 10:24:07 main:574] : INFO : Epoch 1967 | loss: 0.0311527 | val_loss: 0.0311666 | Time: 1752.44 ms
[2021-12-07 10:24:09 main:574] : INFO : Epoch 1968 | loss: 0.0311551 | val_loss: 0.0311695 | Time: 1757.25 ms
[2021-12-07 10:24:10 main:574] : INFO : Epoch 1969 | loss: 0.0311647 | val_loss: 0.031171 | Time: 1770.79 ms
[2021-12-07 10:24:12 main:574] : INFO : Epoch 1970 | loss: 0.0311648 | val_loss: 0.0311702 | Time: 1757.24 ms
[2021-12-07 10:24:14 main:574] : INFO : Epoch 1971 | loss: 0.0311607 | val_loss: 0.0311706 | Time: 1753.79 ms
[2021-12-07 10:24:16 main:574] : INFO : Epoch 1972 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 1749.09 ms
[2021-12-07 10:24:17 main:574] : INFO : Epoch 1973 | loss: 0.0311644 | val_loss: 0.0311706 | Time: 1745.51 ms
[2021-12-07 10:24:19 main:574] : INFO : Epoch 1974 | loss: 0.0311637 | val_loss: 0.0311663 | Time: 1752.72 ms
[2021-12-07 10:24:21 main:574] : INFO : Epoch 1975 | loss: 0.0311634 | val_loss: 0.0311677 | Time: 1744.02 ms
[2021-12-07 10:24:23 main:574] : INFO : Epoch 1976 | loss: 0.0311621 | val_loss: 0.0311648 | Time: 1768.69 ms
[2021-12-07 10:24:25 main:574] : INFO : Epoch 1977 | loss: 0.0311618 | val_loss: 0.0311659 | Time: 1752.44 ms
[2021-12-07 10:24:26 main:574] : INFO : Epoch 1978 | loss: 0.0311621 | val_loss: 0.0311662 | Time: 1736.19 ms
[2021-12-07 10:24:28 main:574] : INFO : Epoch 1979 | loss: 0.0311612 | val_loss: 0.0311655 | Time: 1762.38 ms
[2021-12-07 10:24:30 main:574] : INFO : Epoch 1980 | loss: 0.0311621 | val_loss: 0.0311645 | Time: 1745.08 ms
[2021-12-07 10:24:32 main:574] : INFO : Epoch 1981 | loss: 0.0311618 | val_loss: 0.0311667 | Time: 1756.8 ms
[2021-12-07 10:24:33 main:574] : INFO : Epoch 1982 | loss: 0.0311655 | val_loss: 0.0311672 | Time: 1745.12 ms
[2021-12-07 10:24:35 main:574] : INFO : Epoch 1983 | loss: 0.031166 | val_loss: 0.0311654 | Time: 1754.94 ms
[2021-12-07 10:24:37 main:574] : INFO : Epoch 1984 | loss: 0.0311628 | val_loss: 0.0311672 | Time: 1742.36 ms
[2021-12-07 10:24:39 main:574] : INFO : Epoch 1985 | loss: 0.0311633 | val_loss: 0.0311649 | Time: 1759.78 ms
[2021-12-07 10:24:40 main:574] : INFO : Epoch 1986 | loss: 0.0311635 | val_loss: 0.0311656 | Time: 1748.17 ms
[2021-12-07 10:24:42 main:574] : INFO : Epoch 1987 | loss: 0.0311629 | val_loss: 0.0311639 | Time: 1768.48 ms
[2021-12-07 10:24:44 main:574] : INFO : Epoch 1988 | loss: 0.0311611 | val_loss: 0.0311637 | Time: 1741.62 ms
[2021-12-07 10:24:46 main:574] : INFO : Epoch 1989 | loss: 0.0311647 | val_loss: 0.0311638 | Time: 1760.71 ms
[2021-12-07 10:24:47 main:574] : INFO : Epoch 1990 | loss: 0.03116 | val_loss: 0.0311631 | Time: 1751.55 ms
[2021-12-07 10:24:49 main:574] : INFO : Epoch 1991 | loss: 0.031158 | val_loss: 0.0311623 | Time: 1742.86 ms
[2021-12-07 10:24:51 main:574] : INFO : Epoch 1992 | loss: 0.0311581 | val_loss: 0.0311653 | Time: 1749.5 ms
[2021-12-07 10:24:53 main:574] : INFO : Epoch 1993 | loss: 0.0311585 | val_loss: 0.0311616 | Time: 1740.56 ms
[2021-12-07 10:24:54 main:574] : INFO : Epoch 1994 | loss: 0.0311589 | val_loss: 0.0311653 | Time: 1771.84 ms
[2021-12-07 10:24:56 main:574] : INFO : Epoch 1995 | loss: 0.0311608 | val_loss: 0.0311645 | Time: 1740.66 ms
[2021-12-07 10:24:58 main:574] : INFO : Epoch 1996 | loss: 0.0311588 | val_loss: 0.0311609 | Time: 1758.57 ms
[2021-12-07 10:25:00 main:574] : INFO : Epoch 1997 | loss: 0.0311577 | val_loss: 0.0311622 | Time: 1771.68 ms
[2021-12-07 10:25:01 main:574] : INFO : Epoch 1998 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 1762.54 ms
[2021-12-07 10:25:03 main:574] : INFO : Epoch 1999 | loss: 0.031167 | val_loss: 0.0311737 | Time: 1736.54 ms
[2021-12-07 10:25:05 main:574] : INFO : Epoch 2000 | loss: 0.0311733 | val_loss: 0.0311781 | Time: 1740.57 ms
[2021-12-07 10:25:07 main:574] : INFO : Epoch 2001 | loss: 0.0311725 | val_loss: 0.0311707 | Time: 1749.43 ms
[2021-12-07 10:25:08 main:574] : INFO : Epoch 2002 | loss: 0.0311679 | val_loss: 0.0311681 | Time: 1734.09 ms
[2021-12-07 10:25:10 main:574] : INFO : Epoch 2003 | loss: 0.0311691 | val_loss: 0.0311682 | Time: 1753.28 ms
[2021-12-07 10:25:12 main:574] : INFO : Epoch 2004 | loss: 0.0311624 | val_loss: 0.0311631 | Time: 1746.76 ms
[2021-12-07 10:25:14 main:574] : INFO : Epoch 2005 | loss: 0.0311609 | val_loss: 0.0311632 | Time: 1750.9 ms
[2021-12-07 10:25:15 main:574] : INFO : Epoch 2006 | loss: 0.0311598 | val_loss: 0.0311629 | Time: 1749.68 ms
[2021-12-07 10:25:17 main:574] : INFO : Epoch 2007 | loss: 0.0311597 | val_loss: 0.0311636 | Time: 1755.35 ms
[2021-12-07 10:25:19 main:574] : INFO : Epoch 2008 | loss: 0.0311599 | val_loss: 0.0311636 | Time: 1745.72 ms
[2021-12-07 10:25:21 main:574] : INFO : Epoch 2009 | loss: 0.03116 | val_loss: 0.0311616 | Time: 1736.92 ms
[2021-12-07 10:25:22 main:574] : INFO : Epoch 2010 | loss: 0.031158 | val_loss: 0.0311619 | Time: 1765.5 ms
[2021-12-07 10:25:24 main:574] : INFO : Epoch 2011 | loss: 0.0311614 | val_loss: 0.0311712 | Time: 1757.82 ms
[2021-12-07 10:25:26 main:574] : INFO : Epoch 2012 | loss: 0.0311628 | val_loss: 0.0311611 | Time: 1747.86 ms
[2021-12-07 10:25:28 main:574] : INFO : Epoch 2013 | loss: 0.0311584 | val_loss: 0.0311623 | Time: 1740.73 ms
[2021-12-07 10:25:29 main:574] : INFO : Epoch 2014 | loss: 0.0311598 | val_loss: 0.0311655 | Time: 1755.66 ms
[2021-12-07 10:25:31 main:574] : INFO : Epoch 2015 | loss: 0.0311584 | val_loss: 0.0311639 | Time: 1729.91 ms
[2021-12-07 10:25:33 main:574] : INFO : Epoch 2016 | loss: 0.0311574 | val_loss: 0.0311628 | Time: 1753.49 ms
[2021-12-07 10:25:35 main:574] : INFO : Epoch 2017 | loss: 0.0311551 | val_loss: 0.0311659 | Time: 1746.94 ms
[2021-12-07 10:25:36 main:574] : INFO : Epoch 2018 | loss: 0.0311573 | val_loss: 0.0311617 | Time: 1736.05 ms
[2021-12-07 10:25:38 main:574] : INFO : Epoch 2019 | loss: 0.0311589 | val_loss: 0.031163 | Time: 1750.21 ms
[2021-12-07 10:25:40 main:574] : INFO : Epoch 2020 | loss: 0.0311571 | val_loss: 0.0311634 | Time: 1746.74 ms
[2021-12-07 10:25:42 main:574] : INFO : Epoch 2021 | loss: 0.0311563 | val_loss: 0.0311659 | Time: 1751.54 ms
[2021-12-07 10:25:43 main:574] : INFO : Epoch 2022 | loss: 0.0311559 | val_loss: 0.0311634 | Time: 1721.02 ms
[2021-12-07 10:25:45 main:574] : INFO : Epoch 2023 | loss: 0.031157 | val_loss: 0.0311649 | Time: 1740.21 ms
[2021-12-07 10:25:47 main:574] : INFO : Epoch 2024 | loss: 0.0311563 | val_loss: 0.0311627 | Time: 1736.57 ms
[2021-12-07 10:25:49 main:574] : INFO : Epoch 2025 | loss: 0.0311577 | val_loss: 0.0311642 | Time: 1745.24 ms
[2021-12-07 10:25:50 main:574] : INFO : Epoch 2026 | loss: 0.0311583 | val_loss: 0.0311657 | Time: 1749.08 ms
[2021-12-07 10:25:52 main:574] : INFO : Epoch 2027 | loss: 0.031156 | val_loss: 0.0311652 | Time: 1752.2 ms
[2021-12-07 10:25:54 main:574] : INFO : Epoch 2028 | loss: 0.0311553 | val_loss: 0.0311672 | Time: 1762.3 ms
[2021-12-07 10:25:56 main:574] : INFO : Epoch 2029 | loss: 0.0311555 | val_loss: 0.0311677 | Time: 1747.44 ms
[2021-12-07 10:25:57 main:574] : INFO : Epoch 2030 | loss: 0.031157 | val_loss: 0.0311646 | Time: 1734.07 ms
[2021-12-07 10:25:59 main:574] : INFO : Epoch 2031 | loss: 0.0311582 | val_loss: 0.0311678 | Time: 1752.68 ms
[2021-12-07 10:26:01 main:574] : INFO : Epoch 2032 | loss: 0.0311565 | val_loss: 0.0311637 | Time: 1753.91 ms
[2021-12-07 10:26:03 main:574] : INFO : Epoch 2033 | loss: 0.0311584 | val_loss: 0.0311662 | Time: 1749.58 ms
[2021-12-07 10:26:04 main:574] : INFO : Epoch 2034 | loss: 0.0311579 | val_loss: 0.031165 | Time: 1745.26 ms
[2021-12-07 10:26:06 main:574] : INFO : Epoch 2035 | loss: 0.0311584 | val_loss: 0.0311638 | Time: 1735.46 ms
[2021-12-07 10:26:08 main:574] : INFO : Epoch 2036 | loss: 0.0311577 | val_loss: 0.0311628 | Time: 1734.47 ms
[2021-12-07 10:26:10 main:574] : INFO : Epoch 2037 | loss: 0.031158 | val_loss: 0.0311673 | Time: 1731.62 ms
[2021-12-07 10:26:11 main:574] : INFO : Epoch 2038 | loss: 0.0311576 | val_loss: 0.031164 | Time: 1746.46 ms
[2021-12-07 10:26:13 main:574] : INFO : Epoch 2039 | loss: 0.0311588 | val_loss: 0.0311621 | Time: 1740.66 ms
[2021-12-07 10:26:15 main:574] : INFO : Epoch 2040 | loss: 0.0311577 | val_loss: 0.0311611 | Time: 1744.65 ms
[2021-12-07 10:26:17 main:574] : INFO : Epoch 2041 | loss: 0.031157 | val_loss: 0.0311623 | Time: 1744.55 ms
[2021-12-07 10:26:18 main:574] : INFO : Epoch 2042 | loss: 0.0311577 | val_loss: 0.0311632 | Time: 1749.4 ms
[2021-12-07 10:26:20 main:574] : INFO : Epoch 2043 | loss: 0.031157 | val_loss: 0.0311633 | Time: 1760.29 ms
[2021-12-07 10:26:22 main:574] : INFO : Epoch 2044 | loss: 0.031158 | val_loss: 0.0311608 | Time: 1743.24 ms
[2021-12-07 10:26:24 main:574] : INFO : Epoch 2045 | loss: 0.0311569 | val_loss: 0.0311641 | Time: 1755.81 ms
[2021-12-07 10:26:25 main:574] : INFO : Epoch 2046 | loss: 0.0311556 | val_loss: 0.0311608 | Time: 1727.94 ms
[2021-12-07 10:26:27 main:574] : INFO : Epoch 2047 | loss: 0.0311543 | val_loss: 0.03116 | Time: 1755.48 ms
[2021-12-07 10:26:29 main:574] : INFO : Epoch 2048 | loss: 0.0311543 | val_loss: 0.0311645 | Time: 1752.06 ms
[2021-12-07 10:26:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311645
[2021-12-07 10:26:29 main:603] : INFO : Saving end state to config to file
[2021-12-07 10:26:29 main:608] : INFO : Success, exiting..
10:26:29 (11104): 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)