Task 14199448
| Name | ParityModified-1647046545-5857-2-0_0 |
| Workunit | 11260109 |
| Created | 1 Apr 2022, 15:28:37 UTC |
| Sent | 6 Apr 2022, 17:11:43 UTC |
| Report deadline | 14 Apr 2022, 17:11:43 UTC |
| Received | 7 Apr 2022, 13:44:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 1 min 28 sec |
| CPU time | 1 hours 0 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.58 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 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: 0.0311803 | Time: 1774.16 ms
[2022-04-07 08:28:43 main:574] : INFO : Epoch 1543 | loss: 0.0311674 | val_loss: 0.0311769 | Time: 1866.6 ms
[2022-04-07 08:28:45 main:574] : INFO : Epoch 1544 | loss: 0.0311671 | val_loss: 0.0311758 | Time: 1766.08 ms
[2022-04-07 08:28:47 main:574] : INFO : Epoch 1545 | loss: 0.031165 | val_loss: 0.0311749 | Time: 1793.76 ms
[2022-04-07 08:28:49 main:574] : INFO : Epoch 1546 | loss: 0.0311679 | val_loss: 0.0311772 | Time: 1760.61 ms
[2022-04-07 08:28:51 main:574] : INFO : Epoch 1547 | loss: 0.0311661 | val_loss: 0.0311742 | Time: 1757.47 ms
[2022-04-07 08:28:52 main:574] : INFO : Epoch 1548 | loss: 0.031165 | val_loss: 0.0311755 | Time: 1772.31 ms
[2022-04-07 08:28:54 main:574] : INFO : Epoch 1549 | loss: 0.0311648 | val_loss: 0.0311766 | Time: 1796.01 ms
[2022-04-07 08:28:56 main:574] : INFO : Epoch 1550 | loss: 0.0311647 | val_loss: 0.0311765 | Time: 1816.86 ms
[2022-04-07 08:28:58 main:574] : INFO : Epoch 1551 | loss: 0.031164 | val_loss: 0.0311772 | Time: 1769.81 ms
[2022-04-07 08:29:00 main:574] : INFO : Epoch 1552 | loss: 0.0311663 | val_loss: 0.0311791 | Time: 1814.43 ms
[2022-04-07 08:29:01 main:574] : INFO : Epoch 1553 | loss: 0.0311679 | val_loss: 0.0311813 | Time: 1788.26 ms
[2022-04-07 08:29:03 main:574] : INFO : Epoch 1554 | loss: 0.0311688 | val_loss: 0.0311773 | Time: 1753.1 ms
[2022-04-07 08:29:05 main:574] : INFO : Epoch 1555 | loss: 0.0311661 | val_loss: 0.0311788 | Time: 1802.17 ms
[2022-04-07 08:29:07 main:574] : INFO : Epoch 1556 | loss: 0.0311664 | val_loss: 0.0311765 | Time: 1754.69 ms
[2022-04-07 08:29:08 main:574] : INFO : Epoch 1557 | loss: 0.0311681 | val_loss: 0.0311765 | Time: 1754.55 ms
[2022-04-07 08:29:10 main:574] : INFO : Epoch 1558 | loss: 0.0311671 | val_loss: 0.0311799 | Time: 1785.2 ms
[2022-04-07 08:29:12 main:574] : INFO : Epoch 1559 | loss: 0.0311665 | val_loss: 0.0311762 | Time: 1776.16 ms
[2022-04-07 08:29:14 main:574] : INFO : Epoch 1560 | loss: 0.0311651 | val_loss: 0.0311761 | Time: 1808.52 ms
[2022-04-07 08:29:16 main:574] : INFO : Epoch 1561 | loss: 0.0311648 | val_loss: 0.0311762 | Time: 1751.46 ms
[2022-04-07 08:29:17 main:574] : INFO : Epoch 1562 | loss: 0.0311658 | val_loss: 0.0311771 | Time: 1785.57 ms
[2022-04-07 08:29:19 main:574] : INFO : Epoch 1563 | loss: 0.0311637 | val_loss: 0.0311778 | Time: 1760.94 ms
[2022-04-07 08:29:21 main:574] : INFO : Epoch 1564 | loss: 0.0311632 | val_loss: 0.0311782 | Time: 1775.07 ms
[2022-04-07 08:29:23 main:574] : INFO : Epoch 1565 | loss: 0.0311623 | val_loss: 0.0311758 | Time: 1754.59 ms
[2022-04-07 08:29:25 main:574] : INFO : Epoch 1566 | loss: 0.0311636 | val_loss: 0.0311768 | Time: 1767.57 ms
[2022-04-07 08:29:26 main:574] : INFO : Epoch 1567 | loss: 0.0311626 | val_loss: 0.031176 | Time: 1784.1 ms
[2022-04-07 08:29:28 main:574] : INFO : Epoch 1568 | loss: 0.0311642 | val_loss: 0.031174 | Time: 1778.2 ms
[2022-04-07 08:29:30 main:574] : INFO : Epoch 1569 | loss: 0.0311624 | val_loss: 0.0311764 | Time: 1728.34 ms
[2022-04-07 08:29:32 main:574] : INFO : Epoch 1570 | loss: 0.0311621 | val_loss: 0.031178 | Time: 1737.74 ms
[2022-04-07 08:29:33 main:574] : INFO : Epoch 1571 | loss: 0.0311624 | val_loss: 0.0311753 | Time: 1776.69 ms
[2022-04-07 08:29:35 main:574] : INFO : Epoch 1572 | loss: 0.0311637 | val_loss: 0.0311771 | Time: 1784.53 ms
[2022-04-07 08:29:37 main:574] : INFO : Epoch 1573 | loss: 0.0311623 | val_loss: 0.0311802 | Time: 1766.82 ms
[2022-04-07 08:29:39 main:574] : INFO : Epoch 1574 | loss: 0.0311617 | val_loss: 0.0311771 | Time: 1756.85 ms
[2022-04-07 08:29:40 main:574] : INFO : Epoch 1575 | loss: 0.0311642 | val_loss: 0.0311752 | Time: 1790.8 ms
[2022-04-07 08:29:42 main:574] : INFO : Epoch 1576 | loss: 0.0311633 | val_loss: 0.0311758 | Time: 1783.87 ms
[2022-04-07 08:29:44 main:574] : INFO : Epoch 1577 | loss: 0.0311644 | val_loss: 0.0311761 | Time: 1756.84 ms
[2022-04-07 08:29:46 main:574] : INFO : Epoch 1578 | loss: 0.0311632 | val_loss: 0.0311855 | Time: 1778.13 ms
[2022-04-07 08:29:48 main:574] : INFO : Epoch 1579 | loss: 0.031165 | val_loss: 0.0311772 | Time: 1783.89 ms
[2022-04-07 08:29:49 main:574] : INFO : Epoch 1580 | loss: 0.0311627 | val_loss: 0.0311792 | Time: 1815.08 ms
[2022-04-07 08:29:51 main:574] : INFO : Epoch 1581 | loss: 0.031162 | val_loss: 0.0311767 | Time: 1745.49 ms
[2022-04-07 08:29:53 main:574] : INFO : Epoch 1582 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 1810.74 ms
[2022-04-07 08:29:55 main:574] : INFO : Epoch 1583 | loss: 0.0311667 | val_loss: 0.0311759 | Time: 1795.73 ms
[2022-04-07 08:29:57 main:574] : INFO : Epoch 1584 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 1779.51 ms
[2022-04-07 08:29:58 main:574] : INFO : Epoch 1585 | loss: 0.0311688 | val_loss: 0.0311765 | Time: 1813.51 ms
[2022-04-07 08:30:00 main:574] : INFO : Epoch 1586 | loss: 0.0311683 | val_loss: 0.0311736 | Time: 1769.77 ms
[2022-04-07 08:30:02 main:574] : INFO : Epoch 1587 | loss: 0.0311669 | val_loss: 0.0311742 | Time: 1794.19 ms
[2022-04-07 08:30:04 main:574] : INFO : Epoch 1588 | loss: 0.0311674 | val_loss: 0.0311753 | Time: 1728.69 ms
[2022-04-07 08:30:06 main:574] : INFO : Epoch 1589 | loss: 0.0311655 | val_loss: 0.031173 | Time: 1791.3 ms
[2022-04-07 08:30:07 main:574] : INFO : Epoch 1590 | loss: 0.0311662 | val_loss: 0.0311743 | Time: 1776.02 ms
[2022-04-07 08:30:09 main:574] : INFO : Epoch 1591 | loss: 0.0311633 | val_loss: 0.031174 | Time: 1787.9 ms
[2022-04-07 08:30:11 main:574] : INFO : Epoch 1592 | loss: 0.0311632 | val_loss: 0.0311777 | Time: 1777.64 ms
[2022-04-07 08:30:13 main:574] : INFO : Epoch 1593 | loss: 0.0311635 | val_loss: 0.0311756 | Time: 1749.54 ms
[2022-04-07 08:30:14 main:574] : INFO : Epoch 1594 | loss: 0.0311628 | val_loss: 0.0311748 | Time: 1802.21 ms
[2022-04-07 08:30:16 main:574] : INFO : Epoch 1595 | loss: 0.0311635 | val_loss: 0.0311776 | Time: 1787.18 ms
[2022-04-07 08:30:18 main:574] : INFO : Epoch 1596 | loss: 0.0311644 | val_loss: 0.0311775 | Time: 1815.88 ms
[2022-04-07 08:30:20 main:574] : INFO : Epoch 1597 | loss: 0.0311632 | val_loss: 0.031173 | Time: 1782.03 ms
[2022-04-07 08:30:22 main:574] : INFO : Epoch 1598 | loss: 0.0311606 | val_loss: 0.0311754 | Time: 1746.91 ms
[2022-04-07 08:30:23 main:574] : INFO : Epoch 1599 | loss: 0.0311616 | val_loss: 0.0311737 | Time: 1796.95 ms
[2022-04-07 08:30:25 main:574] : INFO : Epoch 1600 | loss: 0.031162 | val_loss: 0.0311761 | Time: 1774.62 ms
[2022-04-07 08:30:27 main:574] : INFO : Epoch 1601 | loss: 0.0311603 | val_loss: 0.0311745 | Time: 1750.29 ms
[2022-04-07 08:30:29 main:574] : INFO : Epoch 1602 | loss: 0.0311614 | val_loss: 0.0311739 | Time: 1787.91 ms
[2022-04-07 08:30:31 main:574] : INFO : Epoch 1603 | loss: 0.031161 | val_loss: 0.0311745 | Time: 1761.57 ms
[2022-04-07 08:30:32 main:574] : INFO : Epoch 1604 | loss: 0.0311644 | val_loss: 0.0311757 | Time: 1809.01 ms
[2022-04-07 08:30:34 main:574] : INFO : Epoch 1605 | loss: 0.031162 | val_loss: 0.0311756 | Time: 1777.39 ms
[2022-04-07 08:30:36 main:574] : INFO : Epoch 1606 | loss: 0.0311657 | val_loss: 0.0311756 | Time: 1803.82 ms
[2022-04-07 08:30:38 main:574] : INFO : Epoch 1607 | loss: 0.0311691 | val_loss: 0.031182 | Time: 1786.37 ms
[2022-04-07 08:30:40 main:574] : INFO : Epoch 1608 | loss: 0.0311709 | val_loss: 0.0311811 | Time: 1767.65 ms
[2022-04-07 08:30:41 main:574] : INFO : Epoch 1609 | loss: 0.0311713 | val_loss: 0.0311758 | Time: 1762.44 ms
[2022-04-07 08:30:43 main:574] : INFO : Epoch 1610 | loss: 0.0311658 | val_loss: 0.0311753 | Time: 1801.32 ms
[2022-04-07 08:30:45 main:574] : INFO : Epoch 1611 | loss: 0.0311653 | val_loss: 0.0311729 | Time: 1791.89 ms
[2022-04-07 08:30:47 main:574] : INFO : Epoch 1612 | loss: 0.0311641 | val_loss: 0.0311742 | Time: 1775.68 ms
[2022-04-07 08:30:48 main:574] : INFO : Epoch 1613 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 1777.37 ms
[2022-04-07 08:30:50 main:574] : INFO : Epoch 1614 | loss: 0.0311642 | val_loss: 0.0311735 | Time: 1802.52 ms
[2022-04-07 08:30:52 main:574] : INFO : Epoch 1615 | loss: 0.0311672 | val_loss: 0.0311729 | Time: 1763.72 ms
[2022-04-07 08:30:54 main:574] : INFO : Epoch 1616 | loss: 0.0311693 | val_loss: 0.0311777 | Time: 1770.55 ms
[2022-04-07 08:30:56 main:574] : INFO : Epoch 1617 | loss: 0.0311663 | val_loss: 0.0311733 | Time: 1840.07 ms
[2022-04-07 08:30:57 main:574] : INFO : Epoch 1618 | loss: 0.0311658 | val_loss: 0.0311738 | Time: 1773.06 ms
[2022-04-07 08:30:59 main:574] : INFO : Epoch 1619 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 1760.5 ms
[2022-04-07 08:31:01 main:574] : INFO : Epoch 1620 | loss: 0.0311642 | val_loss: 0.0311734 | Time: 1763.01 ms
[2022-04-07 08:31:03 main:574] : INFO : Epoch 1621 | loss: 0.0311657 | val_loss: 0.0311732 | Time: 1769.71 ms
[2022-04-07 08:31:05 main:574] : INFO : Epoch 1622 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 1763.63 ms
[2022-04-07 08:31:06 main:574] : INFO : Epoch 1623 | loss: 0.0311641 | val_loss: 0.031172 | Time: 1760.27 ms
[2022-04-07 08:31:08 main:574] : INFO : Epoch 1624 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 1790.42 ms
[2022-04-07 08:31:10 main:574] : INFO : Epoch 1625 | loss: 0.0311624 | val_loss: 0.0311726 | Time: 1744.56 ms
[2022-04-07 08:31:12 main:574] : INFO : Epoch 1626 | loss: 0.0311618 | val_loss: 0.0311714 | Time: 1778.8 ms
[2022-04-07 08:31:13 main:574] : INFO : Epoch 1627 | loss: 0.0311624 | val_loss: 0.031172 | Time: 1750.83 ms
[2022-04-07 08:31:15 main:574] : INFO : Epoch 1628 | loss: 0.0311625 | val_loss: 0.0311719 | Time: 1787.81 ms
[2022-04-07 08:31:17 main:574] : INFO : Epoch 1629 | loss: 0.0311618 | val_loss: 0.0311723 | Time: 1800.51 ms
[2022-04-07 08:31:19 main:574] : INFO : Epoch 1630 | loss: 0.0311628 | val_loss: 0.0311726 | Time: 1764.6 ms
[2022-04-07 08:31:21 main:574] : INFO : Epoch 1631 | loss: 0.0311598 | val_loss: 0.031172 | Time: 1775.27 ms
[2022-04-07 08:31:22 main:574] : INFO : Epoch 1632 | loss: 0.03116 | val_loss: 0.0311726 | Time: 1775.3 ms
[2022-04-07 08:31:24 main:574] : INFO : Epoch 1633 | loss: 0.0311606 | val_loss: 0.0311735 | Time: 1801.97 ms
[2022-04-07 08:31:26 main:574] : INFO : Epoch 1634 | loss: 0.0311604 | val_loss: 0.031175 | Time: 1791.91 ms
[2022-04-07 08:31:28 main:574] : INFO : Epoch 1635 | loss: 0.0311587 | val_loss: 0.0311735 | Time: 1808.06 ms
[2022-04-07 08:31:30 main:574] : INFO : Epoch 1636 | loss: 0.0311585 | val_loss: 0.0311709 | Time: 1788.62 ms
[2022-04-07 08:31:31 main:574] : INFO : Epoch 1637 | loss: 0.0311587 | val_loss: 0.0311725 | Time: 1790.39 ms
[2022-04-07 08:31:33 main:574] : INFO : Epoch 1638 | loss: 0.0311577 | val_loss: 0.0311731 | Time: 1783.37 ms
[2022-04-07 08:31:35 main:574] : INFO : Epoch 1639 | loss: 0.0311574 | val_loss: 0.0311725 | Time: 1775.02 ms
[2022-04-07 08:31:37 main:574] : INFO : Epoch 1640 | loss: 0.0311579 | val_loss: 0.0311714 | Time: 1779.7 ms
[2022-04-07 08:31:39 main:574] : INFO : Epoch 1641 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 1755.24 ms
[2022-04-07 08:31:40 main:574] : INFO : Epoch 1642 | loss: 0.0311637 | val_loss: 0.0311751 | Time: 1729.51 ms
[2022-04-07 08:31:42 main:574] : INFO : Epoch 1643 | loss: 0.0311604 | val_loss: 0.0311745 | Time: 1756.07 ms
[2022-04-07 08:31:44 main:574] : INFO : Epoch 1644 | loss: 0.0311599 | val_loss: 0.0311776 | Time: 1782.02 ms
[2022-04-07 08:31:46 main:574] : INFO : Epoch 1645 | loss: 0.03116 | val_loss: 0.0311728 | Time: 1782.63 ms
[2022-04-07 08:31:47 main:574] : INFO : Epoch 1646 | loss: 0.031158 | val_loss: 0.0311741 | Time: 1758.77 ms
[2022-04-07 08:31:49 main:574] : INFO : Epoch 1647 | loss: 0.0311576 | val_loss: 0.0311704 | Time: 1780.02 ms
[2022-04-07 08:31:51 main:574] : INFO : Epoch 1648 | loss: 0.0311604 | val_loss: 0.0311793 | Time: 1808.45 ms
[2022-04-07 08:31:53 main:574] : INFO : Epoch 1649 | loss: 0.0311612 | val_loss: 0.0311721 | Time: 1742.28 ms
[2022-04-07 08:31:55 main:574] : INFO : Epoch 1650 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 1745 ms
[2022-04-07 08:31:56 main:574] : INFO : Epoch 1651 | loss: 0.0311613 | val_loss: 0.0311713 | Time: 1864.78 ms
[2022-04-07 08:31:58 main:574] : INFO : Epoch 1652 | loss: 0.0311611 | val_loss: 0.0311753 | Time: 1781.13 ms
[2022-04-07 08:32:00 main:574] : INFO : Epoch 1653 | loss: 0.0311641 | val_loss: 0.031177 | Time: 1758.08 ms
[2022-04-07 08:32:02 main:574] : INFO : Epoch 1654 | loss: 0.0311608 | val_loss: 0.0311709 | Time: 1784.72 ms
[2022-04-07 08:32:04 main:574] : INFO : Epoch 1655 | loss: 0.0311583 | val_loss: 0.0311705 | Time: 1817.61 ms
[2022-04-07 08:32:05 main:574] : INFO : Epoch 1656 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 1805.17 ms
[2022-04-07 08:32:07 main:574] : INFO : Epoch 1657 | loss: 0.0311594 | val_loss: 0.0311724 | Time: 1799.01 ms
[2022-04-07 08:32:09 main:574] : INFO : Epoch 1658 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 1807.18 ms
[2022-04-07 08:32:11 main:574] : INFO : Epoch 1659 | loss: 0.0311579 | val_loss: 0.0311699 | Time: 1777.48 ms
[2022-04-07 08:32:13 main:574] : INFO : Epoch 1660 | loss: 0.0311568 | val_loss: 0.0311759 | Time: 1773.47 ms
[2022-04-07 08:32:14 main:574] : INFO : Epoch 1661 | loss: 0.0311588 | val_loss: 0.0311729 | Time: 1816.76 ms
[2022-04-07 08:32:16 main:574] : INFO : Epoch 1662 | loss: 0.0311565 | val_loss: 0.0311735 | Time: 1782.5 ms
[2022-04-07 08:32:18 main:574] : INFO : Epoch 1663 | loss: 0.0311573 | val_loss: 0.0311734 | Time: 1804.48 ms
[2022-04-07 08:32:20 main:574] : INFO : Epoch 1664 | loss: 0.0311573 | val_loss: 0.0311705 | Time: 1758.14 ms
[2022-04-07 08:32:22 main:574] : INFO : Epoch 1665 | loss: 0.0311572 | val_loss: 0.0311716 | Time: 1775.4 ms
[2022-04-07 08:32:23 main:574] : INFO : Epoch 1666 | loss: 0.0311566 | val_loss: 0.0311717 | Time: 1796.67 ms
[2022-04-07 08:32:25 main:574] : INFO : Epoch 1667 | loss: 0.0311586 | val_loss: 0.0311725 | Time: 1778.4 ms
[2022-04-07 08:32:27 main:574] : INFO : Epoch 1668 | loss: 0.0311582 | val_loss: 0.0311704 | Time: 1791.47 ms
[2022-04-07 08:32:29 main:574] : INFO : Epoch 1669 | loss: 0.0311584 | val_loss: 0.0311726 | Time: 1826.35 ms
[2022-04-07 08:32:31 main:574] : INFO : Epoch 1670 | loss: 0.0311586 | val_loss: 0.03117 | Time: 1784.62 ms
[2022-04-07 08:32:32 main:574] : INFO : Epoch 1671 | loss: 0.0311588 | val_loss: 0.0311712 | Time: 1802.77 ms
[2022-04-07 08:32:34 main:574] : INFO : Epoch 1672 | loss: 0.0311569 | val_loss: 0.0311713 | Time: 1798.63 ms
[2022-04-07 08:32:36 main:574] : INFO : Epoch 1673 | loss: 0.0311601 | val_loss: 0.0311722 | Time: 1766.52 ms
[2022-04-07 08:32:38 main:574] : INFO : Epoch 1674 | loss: 0.0311589 | val_loss: 0.0311703 | Time: 1783.35 ms
[2022-04-07 08:32:40 main:574] : INFO : Epoch 1675 | loss: 0.0311591 | val_loss: 0.0311736 | Time: 1777.77 ms
[2022-04-07 08:32:41 main:574] : INFO : Epoch 1676 | loss: 0.0311612 | val_loss: 0.0311788 | Time: 1799.61 ms
[2022-04-07 08:32:43 main:574] : INFO : Epoch 1677 | loss: 0.031159 | val_loss: 0.0311759 | Time: 1775.35 ms
[2022-04-07 08:32:45 main:574] : INFO : Epoch 1678 | loss: 0.0311566 | val_loss: 0.0311717 | Time: 1769.07 ms
[2022-04-07 08:32:47 main:574] : INFO : Epoch 1679 | loss: 0.0311555 | val_loss: 0.0311707 | Time: 1781.46 ms
[2022-04-07 08:32:48 main:574] : INFO : Epoch 1680 | loss: 0.0311565 | val_loss: 0.0311764 | Time: 1782.45 ms
[2022-04-07 08:32:50 main:574] : INFO : Epoch 1681 | loss: 0.0311597 | val_loss: 0.0311726 | Time: 1784.38 ms
[2022-04-07 08:32:52 main:574] : INFO : Epoch 1682 | loss: 0.031161 | val_loss: 0.0311706 | Time: 1825.39 ms
[2022-04-07 08:32:54 main:574] : INFO : Epoch 1683 | loss: 0.0311617 | val_loss: 0.0311693 | Time: 1771.97 ms
[2022-04-07 08:32:56 main:574] : INFO : Epoch 1684 | loss: 0.0311604 | val_loss: 0.0311712 | Time: 1779.92 ms
[2022-04-07 08:32:57 main:574] : INFO : Epoch 1685 | loss: 0.031162 | val_loss: 0.0311739 | Time: 1774 ms
[2022-04-07 08:32:59 main:574] : INFO : Epoch 1686 | loss: 0.031162 | val_loss: 0.0311744 | Time: 1807.37 ms
[2022-04-07 08:33:01 main:574] : INFO : Epoch 1687 | loss: 0.0311616 | val_loss: 0.0311734 | Time: 1760.04 ms
[2022-04-07 08:33:03 main:574] : INFO : Epoch 1688 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 1786.59 ms
[2022-04-07 08:33:05 main:574] : INFO : Epoch 1689 | loss: 0.0311642 | val_loss: 0.031179 | Time: 1796.77 ms
[2022-04-07 08:33:07 main:574] : INFO : Epoch 1690 | loss: 0.0311633 | val_loss: 0.031175 | Time: 1985.8 ms
[2022-04-07 08:33:08 main:574] : INFO : Epoch 1691 | loss: 0.031163 | val_loss: 0.031178 | Time: 1856.25 ms
[2022-04-07 08:33:10 main:574] : INFO : Epoch 1692 | loss: 0.0311666 | val_loss: 0.0311852 | Time: 1774.46 ms
[2022-04-07 08:33:12 main:574] : INFO : Epoch 1693 | loss: 0.0311663 | val_loss: 0.0311867 | Time: 1790.1 ms
[2022-04-07 08:33:14 main:574] : INFO : Epoch 1694 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 1748.93 ms
[2022-04-07 08:33:16 main:574] : INFO : Epoch 1695 | loss: 0.0311633 | val_loss: 0.031172 | Time: 1775.57 ms
[2022-04-07 08:33:17 main:574] : INFO : Epoch 1696 | loss: 0.0311613 | val_loss: 0.0311726 | Time: 1786.42 ms
[2022-04-07 08:33:19 main:574] : INFO : Epoch 1697 | loss: 0.0311608 | val_loss: 0.0311721 | Time: 1796.34 ms
[2022-04-07 08:33:21 main:574] : INFO : Epoch 1698 | loss: 0.0311616 | val_loss: 0.031177 | Time: 1802.33 ms
[2022-04-07 08:33:23 main:574] : INFO : Epoch 1699 | loss: 0.0311601 | val_loss: 0.0311711 | Time: 1777.66 ms
[2022-04-07 08:33:25 main:574] : INFO : Epoch 1700 | loss: 0.0311587 | val_loss: 0.0311726 | Time: 1787.27 ms
[2022-04-07 08:33:26 main:574] : INFO : Epoch 1701 | loss: 0.0311591 | val_loss: 0.0311721 | Time: 1762.85 ms
[2022-04-07 08:33:28 main:574] : INFO : Epoch 1702 | loss: 0.0311626 | val_loss: 0.0311729 | Time: 1778.59 ms
[2022-04-07 08:33:30 main:574] : INFO : Epoch 1703 | loss: 0.0311662 | val_loss: 0.0311704 | Time: 1783.48 ms
[2022-04-07 08:33:32 main:574] : INFO : Epoch 1704 | loss: 0.0311646 | val_loss: 0.0311751 | Time: 1816.13 ms
[2022-04-07 08:33:34 main:574] : INFO : Epoch 1705 | loss: 0.0311667 | val_loss: 0.031172 | Time: 1773.49 ms
[2022-04-07 08:33:35 main:574] : INFO : Epoch 1706 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 1809.83 ms
[2022-04-07 08:33:37 main:574] : INFO : Epoch 1707 | loss: 0.0311654 | val_loss: 0.031173 | Time: 1782.87 ms
[2022-04-07 08:33:39 main:574] : INFO : Epoch 1708 | loss: 0.0311636 | val_loss: 0.0311752 | Time: 1805.49 ms
[2022-04-07 08:33:41 main:574] : INFO : Epoch 1709 | loss: 0.0311634 | val_loss: 0.0311729 | Time: 1812.3 ms
[2022-04-07 08:33:43 main:574] : INFO : Epoch 1710 | loss: 0.0311636 | val_loss: 0.0311743 | Time: 1773.5 ms
[2022-04-07 08:33:44 main:574] : INFO : Epoch 1711 | loss: 0.0311668 | val_loss: 0.0311804 | Time: 1789.03 ms
[2022-04-07 08:33:46 main:574] : INFO : Epoch 1712 | loss: 0.0311635 | val_loss: 0.0311754 | Time: 1776.65 ms
[2022-04-07 08:33:48 main:574] : INFO : Epoch 1713 | loss: 0.0311612 | val_loss: 0.0311729 | Time: 1772.44 ms
[2022-04-07 08:33:50 main:574] : INFO : Epoch 1714 | loss: 0.0311622 | val_loss: 0.031177 | Time: 1807.15 ms
[2022-04-07 08:33:52 main:574] : INFO : Epoch 1715 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 1812.53 ms
[2022-04-07 08:33:53 main:574] : INFO : Epoch 1716 | loss: 0.0311629 | val_loss: 0.031174 | Time: 1782.05 ms
[2022-04-07 08:33:55 main:574] : INFO : Epoch 1717 | loss: 0.0311639 | val_loss: 0.0311719 | Time: 1767.57 ms
[2022-04-07 08:33:57 main:574] : INFO : Epoch 1718 | loss: 0.0311618 | val_loss: 0.0311712 | Time: 1774.97 ms
[2022-04-07 08:33:59 main:574] : INFO : Epoch 1719 | loss: 0.0311608 | val_loss: 0.0311757 | Time: 1776.98 ms
[2022-04-07 08:34:01 main:574] : INFO : Epoch 1720 | loss: 0.0311617 | val_loss: 0.0311726 | Time: 1795.78 ms
[2022-04-07 08:34:02 main:574] : INFO : Epoch 1721 | loss: 0.0311602 | val_loss: 0.031173 | Time: 1780.1 ms
[2022-04-07 08:34:04 main:574] : INFO : Epoch 1722 | loss: 0.0311606 | val_loss: 0.0311734 | Time: 1775.43 ms
[2022-04-07 08:34:06 main:574] : INFO : Epoch 1723 | loss: 0.0311596 | val_loss: 0.0311735 | Time: 1777.29 ms
[2022-04-07 08:34:08 main:574] : INFO : Epoch 1724 | loss: 0.0311588 | val_loss: 0.0311731 | Time: 1791.42 ms
[2022-04-07 08:34:09 main:574] : INFO : Epoch 1725 | loss: 0.0311583 | val_loss: 0.0311734 | Time: 1757.44 ms
[2022-04-07 08:34:11 main:574] : INFO : Epoch 1726 | loss: 0.0311578 | val_loss: 0.0311764 | Time: 1780.28 ms
[2022-04-07 08:34:13 main:574] : INFO : Epoch 1727 | loss: 0.0311584 | val_loss: 0.0311733 | Time: 1800.31 ms
[2022-04-07 08:34:15 main:574] : INFO : Epoch 1728 | loss: 0.0311588 | val_loss: 0.0311758 | Time: 1797.07 ms
[2022-04-07 08:34:17 main:574] : INFO : Epoch 1729 | loss: 0.0311623 | val_loss: 0.0311773 | Time: 1782.49 ms
[2022-04-07 08:34:18 main:574] : INFO : Epoch 1730 | loss: 0.0311625 | val_loss: 0.0311773 | Time: 1790.64 ms
[2022-04-07 08:34:20 main:574] : INFO : Epoch 1731 | loss: 0.0311593 | val_loss: 0.0311749 | Time: 1780.73 ms
[2022-04-07 08:34:22 main:574] : INFO : Epoch 1732 | loss: 0.0311593 | val_loss: 0.0311734 | Time: 1800.1 ms
[2022-04-07 08:34:24 main:574] : INFO : Epoch 1733 | loss: 0.0311635 | val_loss: 0.0311792 | Time: 1793.85 ms
[2022-04-07 08:34:26 main:574] : INFO : Epoch 1734 | loss: 0.0311634 | val_loss: 0.0311723 | Time: 1806.02 ms
[2022-04-07 08:34:27 main:574] : INFO : Epoch 1735 | loss: 0.0311643 | val_loss: 0.0311707 | Time: 1772.6 ms
[2022-04-07 08:34:29 main:574] : INFO : Epoch 1736 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 1783.4 ms
[2022-04-07 08:34:31 main:574] : INFO : Epoch 1737 | loss: 0.0311638 | val_loss: 0.0311727 | Time: 1763.73 ms
[2022-04-07 08:34:33 main:574] : INFO : Epoch 1738 | loss: 0.0311611 | val_loss: 0.0311754 | Time: 1787.92 ms
[2022-04-07 08:34:35 main:574] : INFO : Epoch 1739 | loss: 0.0311613 | val_loss: 0.0311711 | Time: 1770.89 ms
[2022-04-07 08:34:36 main:574] : INFO : Epoch 1740 | loss: 0.0311632 | val_loss: 0.0311769 | Time: 1777.36 ms
[2022-04-07 08:34:38 main:574] : INFO : Epoch 1741 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 1791.48 ms
[2022-04-07 08:34:40 main:574] : INFO : Epoch 1742 | loss: 0.0311619 | val_loss: 0.0311728 | Time: 1824.15 ms
[2022-04-07 08:34:42 main:574] : INFO : Epoch 1743 | loss: 0.0311617 | val_loss: 0.0311713 | Time: 1789.78 ms
[2022-04-07 08:34:44 main:574] : INFO : Epoch 1744 | loss: 0.0311665 | val_loss: 0.0311758 | Time: 1777.49 ms
[2022-04-07 08:34:45 main:574] : INFO : Epoch 1745 | loss: 0.0311685 | val_loss: 0.0311752 | Time: 1785.4 ms
[2022-04-07 08:34:47 main:574] : INFO : Epoch 1746 | loss: 0.031168 | val_loss: 0.0311765 | Time: 1791.12 ms
[2022-04-07 08:34:49 main:574] : INFO : Epoch 1747 | loss: 0.0311672 | val_loss: 0.0311814 | Time: 1790.39 ms
[2022-04-07 08:34:51 main:574] : INFO : Epoch 1748 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 1780.07 ms
[2022-04-07 08:34:53 main:574] : INFO : Epoch 1749 | loss: 0.0311697 | val_loss: 0.0311771 | Time: 1778.24 ms
[2022-04-07 08:34:54 main:574] : INFO : Epoch 1750 | loss: 0.0311709 | val_loss: 0.0311849 | Time: 1768.74 ms
[2022-04-07 08:34:56 main:574] : INFO : Epoch 1751 | loss: 0.0311719 | val_loss: 0.0311833 | Time: 1745.22 ms
[2022-04-07 08:34:58 main:574] : INFO : Epoch 1752 | loss: 0.031169 | val_loss: 0.0311796 | Time: 1772.97 ms
[2022-04-07 08:35:00 main:574] : INFO : Epoch 1753 | loss: 0.0311684 | val_loss: 0.0311782 | Time: 1808.75 ms
[2022-04-07 08:35:01 main:574] : INFO : Epoch 1754 | loss: 0.031166 | val_loss: 0.03118 | Time: 1798.74 ms
[2022-04-07 08:35:03 main:574] : INFO : Epoch 1755 | loss: 0.031166 | val_loss: 0.0311774 | Time: 1771.31 ms
[2022-04-07 08:35:05 main:574] : INFO : Epoch 1756 | loss: 0.0311657 | val_loss: 0.0311787 | Time: 1762.45 ms
[2022-04-07 08:35:07 main:574] : INFO : Epoch 1757 | loss: 0.0311663 | val_loss: 0.0311786 | Time: 1726.51 ms
[2022-04-07 08:35:09 main:574] : INFO : Epoch 1758 | loss: 0.0311683 | val_loss: 0.031182 | Time: 1740.84 ms
[2022-04-07 08:35:10 main:574] : INFO : Epoch 1759 | loss: 0.0311661 | val_loss: 0.0311764 | Time: 1777.16 ms
[2022-04-07 08:35:12 main:574] : INFO : Epoch 1760 | loss: 0.0311647 | val_loss: 0.0311781 | Time: 1799 ms
[2022-04-07 08:35:14 main:574] : INFO : Epoch 1761 | loss: 0.0311675 | val_loss: 0.0311771 | Time: 1746.35 ms
[2022-04-07 08:35:16 main:574] : INFO : Epoch 1762 | loss: 0.0311664 | val_loss: 0.0311769 | Time: 1767 ms
[2022-04-07 08:35:17 main:574] : INFO : Epoch 1763 | loss: 0.0311681 | val_loss: 0.0311781 | Time: 1749.63 ms
[2022-04-07 08:35:19 main:574] : INFO : Epoch 1764 | loss: 0.0311687 | val_loss: 0.0311781 | Time: 1779.74 ms
[2022-04-07 08:35:21 main:574] : INFO : Epoch 1765 | loss: 0.031168 | val_loss: 0.0311786 | Time: 1811.44 ms
[2022-04-07 08:35:23 main:574] : INFO : Epoch 1766 | loss: 0.0311686 | val_loss: 0.031179 | Time: 1790.58 ms
[2022-04-07 08:35:25 main:574] : INFO : Epoch 1767 | loss: 0.0311673 | val_loss: 0.0311775 | Time: 1756.29 ms
[2022-04-07 08:35:26 main:574] : INFO : Epoch 1768 | loss: 0.0311701 | val_loss: 0.031178 | Time: 1767.37 ms
[2022-04-07 08:35:28 main:574] : INFO : Epoch 1769 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 1770.6 ms
[2022-04-07 08:35:30 main:574] : INFO : Epoch 1770 | loss: 0.031176 | val_loss: 0.0311907 | Time: 1762.88 ms
[2022-04-07 08:35:32 main:574] : INFO : Epoch 1771 | loss: 0.031184 | val_loss: 0.0311875 | Time: 1782.31 ms
[2022-04-07 08:35:33 main:574] : INFO : Epoch 1772 | loss: 0.0311827 | val_loss: 0.0311852 | Time: 1802.11 ms
[2022-04-07 08:35:35 main:574] : INFO : Epoch 1773 | loss: 0.0311819 | val_loss: 0.0311846 | Time: 1776.95 ms
[2022-04-07 08:35:37 main:574] : INFO : Epoch 1774 | loss: 0.0311812 | val_loss: 0.0311862 | Time: 1773.91 ms
[2022-04-07 08:35:39 main:574] : INFO : Epoch 1775 | loss: 0.0311803 | val_loss: 0.0311829 | Time: 1802.7 ms
[2022-04-07 08:35:41 main:574] : INFO : Epoch 1776 | loss: 0.0311791 | val_loss: 0.0311843 | Time: 1770.04 ms
[2022-04-07 08:35:43 main:574] : INFO : Epoch 1777 | loss: 0.0311796 | val_loss: 0.0311845 | Time: 1767.01 ms
[2022-04-07 08:35:44 main:574] : INFO : Epoch 1778 | loss: 0.0311782 | val_loss: 0.0311839 | Time: 1813.18 ms
[2022-04-07 08:35:46 main:574] : INFO : Epoch 1779 | loss: 0.0311796 | val_loss: 0.0311928 | Time: 1809.78 ms
[2022-04-07 08:35:48 main:574] : INFO : Epoch 1780 | loss: 0.0311789 | val_loss: 0.0311844 | Time: 1813.91 ms
[2022-04-07 08:35:50 main:574] : INFO : Epoch 1781 | loss: 0.0311762 | val_loss: 0.0311837 | Time: 1755.07 ms
[2022-04-07 08:35:52 main:574] : INFO : Epoch 1782 | loss: 0.0311752 | val_loss: 0.0311896 | Time: 1772.06 ms
[2022-04-07 08:35:53 main:574] : INFO : Epoch 1783 | loss: 0.0311763 | val_loss: 0.0311841 | Time: 1765.42 ms
[2022-04-07 08:35:55 main:574] : INFO : Epoch 1784 | loss: 0.0311743 | val_loss: 0.0311826 | Time: 1760.15 ms
[2022-04-07 08:35:57 main:574] : INFO : Epoch 1785 | loss: 0.0311752 | val_loss: 0.0311855 | Time: 1756.67 ms
[2022-04-07 08:35:59 main:574] : INFO : Epoch 1786 | loss: 0.0311741 | val_loss: 0.0311839 | Time: 1798.6 ms
[2022-04-07 08:36:00 main:574] : INFO : Epoch 1787 | loss: 0.0311735 | val_loss: 0.031183 | Time: 1796.85 ms
[2022-04-07 08:36:02 main:574] : INFO : Epoch 1788 | loss: 0.0311734 | val_loss: 0.0311837 | Time: 1784.05 ms
[2022-04-07 08:36:04 main:574] : INFO : Epoch 1789 | loss: 0.031174 | val_loss: 0.0311872 | Time: 1806.55 ms
[2022-04-07 08:36:06 main:574] : INFO : Epoch 1790 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 1776.46 ms
[2022-04-07 08:36:08 main:574] : INFO : Epoch 1791 | loss: 0.0311722 | val_loss: 0.0311828 | Time: 1788.78 ms
[2022-04-07 08:36:09 main:574] : INFO : Epoch 1792 | loss: 0.0311721 | val_loss: 0.0311835 | Time: 1794.08 ms
[2022-04-07 08:36:11 main:574] : INFO : Epoch 1793 | loss: 0.0311721 | val_loss: 0.0311825 | Time: 1790.15 ms
[2022-04-07 08:36:13 main:574] : INFO : Epoch 1794 | loss: 0.0311722 | val_loss: 0.0311824 | Time: 1793.64 ms
[2022-04-07 08:36:15 main:574] : INFO : Epoch 1795 | loss: 0.0311723 | val_loss: 0.0311828 | Time: 1791.67 ms
[2022-04-07 08:36:17 main:574] : INFO : Epoch 1796 | loss: 0.0311718 | val_loss: 0.0311826 | Time: 1765.32 ms
[2022-04-07 08:36:18 main:574] : INFO : Epoch 1797 | loss: 0.0311711 | val_loss: 0.031182 | Time: 1779.77 ms
[2022-04-07 08:36:20 main:574] : INFO : Epoch 1798 | loss: 0.0311717 | val_loss: 0.0311816 | Time: 1787.24 ms
[2022-04-07 08:36:22 main:574] : INFO : Epoch 1799 | loss: 0.031172 | val_loss: 0.0311843 | Time: 1764.78 ms
[2022-04-07 08:36:24 main:574] : INFO : Epoch 1800 | loss: 0.0311719 | val_loss: 0.0311821 | Time: 1774.38 ms
[2022-04-07 08:36:26 main:574] : INFO : Epoch 1801 | loss: 0.0311721 | val_loss: 0.0311834 | Time: 1790.76 ms
[2022-04-07 08:36:27 main:574] : INFO : Epoch 1802 | loss: 0.0311711 | val_loss: 0.0311816 | Time: 1755.82 ms
[2022-04-07 08:36:29 main:574] : INFO : Epoch 1803 | loss: 0.0311719 | val_loss: 0.0311834 | Time: 1746.01 ms
[2022-04-07 08:36:31 main:574] : INFO : Epoch 1804 | loss: 0.0311732 | val_loss: 0.0311847 | Time: 1791.39 ms
[2022-04-07 08:36:33 main:574] : INFO : Epoch 1805 | loss: 0.0311737 | val_loss: 0.0311885 | Time: 1800.14 ms
[2022-04-07 08:36:34 main:574] : INFO : Epoch 1806 | loss: 0.0311728 | val_loss: 0.0311823 | Time: 1775.93 ms
[2022-04-07 08:36:36 main:574] : INFO : Epoch 1807 | loss: 0.0311702 | val_loss: 0.0311811 | Time: 1787.56 ms
[2022-04-07 08:36:38 main:574] : INFO : Epoch 1808 | loss: 0.0311722 | val_loss: 0.0311838 | Time: 1759.22 ms
[2022-04-07 08:36:40 main:574] : INFO : Epoch 1809 | loss: 0.0311695 | val_loss: 0.0311837 | Time: 1784.58 ms
[2022-04-07 08:36:42 main:574] : INFO : Epoch 1810 | loss: 0.0311703 | val_loss: 0.0311828 | Time: 1769.11 ms
[2022-04-07 08:36:43 main:574] : INFO : Epoch 1811 | loss: 0.0311705 | val_loss: 0.031181 | Time: 1776.27 ms
[2022-04-07 08:36:45 main:574] : INFO : Epoch 1812 | loss: 0.0311691 | val_loss: 0.0311815 | Time: 1777.74 ms
[2022-04-07 08:36:47 main:574] : INFO : Epoch 1813 | loss: 0.0311694 | val_loss: 0.0311815 | Time: 1774.18 ms
[2022-04-07 08:36:49 main:574] : INFO : Epoch 1814 | loss: 0.0311716 | val_loss: 0.0311818 | Time: 1757.66 ms
[2022-04-07 08:36:50 main:574] : INFO : Epoch 1815 | loss: 0.0311785 | val_loss: 0.0311837 | Time: 1757.54 ms
[2022-04-07 08:36:52 main:574] : INFO : Epoch 1816 | loss: 0.031179 | val_loss: 0.0311839 | Time: 1784.18 ms
[2022-04-07 08:36:54 main:574] : INFO : Epoch 1817 | loss: 0.0311771 | val_loss: 0.0311823 | Time: 1774.76 ms
[2022-04-07 08:36:56 main:574] : INFO : Epoch 1818 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 1769.63 ms
[2022-04-07 08:36:58 main:574] : INFO : Epoch 1819 | loss: 0.0311755 | val_loss: 0.0311807 | Time: 1782.16 ms
[2022-04-07 08:36:59 main:574] : INFO : Epoch 1820 | loss: 0.0311757 | val_loss: 0.0311837 | Time: 1767.99 ms
[2022-04-07 08:37:01 main:574] : INFO : Epoch 1821 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 1800.04 ms
[2022-04-07 08:37:03 main:574] : INFO : Epoch 1822 | loss: 0.0311745 | val_loss: 0.0311824 | Time: 1774.48 ms
[2022-04-07 08:37:05 main:574] : INFO : Epoch 1823 | loss: 0.0311718 | val_loss: 0.031185 | Time: 1784.31 ms
[2022-04-07 08:37:07 main:574] : INFO : Epoch 1824 | loss: 0.031175 | val_loss: 0.0311818 | Time: 1801.06 ms
[2022-04-07 08:37:08 main:574] : INFO : Epoch 1825 | loss: 0.0311734 | val_loss: 0.0311817 | Time: 1788.75 ms
[2022-04-07 08:37:10 main:574] : INFO : Epoch 1826 | loss: 0.0311718 | val_loss: 0.0311838 | Time: 1757.5 ms
[2022-04-07 08:37:12 main:574] : INFO : Epoch 1827 | loss: 0.031172 | val_loss: 0.0311821 | Time: 1771.21 ms
[2022-04-07 08:37:14 main:574] : INFO : Epoch 1828 | loss: 0.0311711 | val_loss: 0.0311816 | Time: 1787.11 ms
[2022-04-07 08:37:15 main:574] : INFO : Epoch 1829 | loss: 0.0311728 | val_loss: 0.0311867 | Time: 1774.64 ms
[2022-04-07 08:37:17 main:574] : INFO : Epoch 1830 | loss: 0.031173 | val_loss: 0.03118 | Time: 1769.38 ms
[2022-04-07 08:37:19 main:574] : INFO : Epoch 1831 | loss: 0.0311726 | val_loss: 0.0311802 | Time: 1787.71 ms
[2022-04-07 08:37:21 main:574] : INFO : Epoch 1832 | loss: 0.0311704 | val_loss: 0.03118 | Time: 1746.32 ms
[2022-04-07 08:37:23 main:574] : INFO : Epoch 1833 | loss: 0.0311705 | val_loss: 0.0311799 | Time: 1784.44 ms
[2022-04-07 08:37:24 main:574] : INFO : Epoch 1834 | loss: 0.0311696 | val_loss: 0.0311784 | Time: 1753.61 ms
[2022-04-07 08:37:26 main:574] : INFO : Epoch 1835 | loss: 0.0311708 | val_loss: 0.0311803 | Time: 1759.76 ms
[2022-04-07 08:37:28 main:574] : INFO : Epoch 1836 | loss: 0.0311696 | val_loss: 0.0311792 | Time: 1799.14 ms
[2022-04-07 08:37:30 main:574] : INFO : Epoch 1837 | loss: 0.0311706 | val_loss: 0.0311807 | Time: 1799.54 ms
[2022-04-07 08:37:32 main:574] : INFO : Epoch 1838 | loss: 0.0311686 | val_loss: 0.0311798 | Time: 1786.01 ms
[2022-04-07 08:37:33 main:574] : INFO : Epoch 1839 | loss: 0.0311671 | val_loss: 0.0311797 | Time: 1813.39 ms
[2022-04-07 08:37:35 main:574] : INFO : Epoch 1840 | loss: 0.0311691 | val_loss: 0.03118 | Time: 1776.88 ms
[2022-04-07 08:37:37 main:574] : INFO : Epoch 1841 | loss: 0.0311749 | val_loss: 0.0311821 | Time: 1806.42 ms
[2022-04-07 08:37:39 main:574] : INFO : Epoch 1842 | loss: 0.0311722 | val_loss: 0.0311793 | Time: 1776.13 ms
[2022-04-07 08:37:41 main:574] : INFO : Epoch 1843 | loss: 0.0311718 | val_loss: 0.0311805 | Time: 1770.28 ms
[2022-04-07 08:37:42 main:574] : INFO : Epoch 1844 | loss: 0.0311726 | val_loss: 0.0311787 | Time: 1806.84 ms
[2022-04-07 08:37:44 main:574] : INFO : Epoch 1845 | loss: 0.0311715 | val_loss: 0.0311774 | Time: 1748.59 ms
[2022-04-07 08:37:46 main:574] : INFO : Epoch 1846 | loss: 0.0311729 | val_loss: 0.0311775 | Time: 1794.3 ms
[2022-04-07 08:37:48 main:574] : INFO : Epoch 1847 | loss: 0.0311721 | val_loss: 0.0311788 | Time: 1800.64 ms
[2022-04-07 08:37:50 main:574] : INFO : Epoch 1848 | loss: 0.0311704 | val_loss: 0.0311794 | Time: 1798.82 ms
[2022-04-07 08:37:51 main:574] : INFO : Epoch 1849 | loss: 0.0311731 | val_loss: 0.0311765 | Time: 1760.89 ms
[2022-04-07 08:37:53 main:574] : INFO : Epoch 1850 | loss: 0.0311704 | val_loss: 0.0311769 | Time: 1788.94 ms
[2022-04-07 08:37:55 main:574] : INFO : Epoch 1851 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 1764.5 ms
[2022-04-07 08:37:57 main:574] : INFO : Epoch 1852 | loss: 0.0311755 | val_loss: 0.0311799 | Time: 1773.14 ms
[2022-04-07 08:37:58 main:574] : INFO : Epoch 1853 | loss: 0.0311745 | val_loss: 0.031177 | Time: 1806.6 ms
[2022-04-07 08:38:00 main:574] : INFO : Epoch 1854 | loss: 0.031174 | val_loss: 0.0311779 | Time: 1807.41 ms
[2022-04-07 08:38:02 main:574] : INFO : Epoch 1855 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 1781.14 ms
[2022-04-07 08:38:04 main:574] : INFO : Epoch 1856 | loss: 0.0311722 | val_loss: 0.0311784 | Time: 1759.67 ms
[2022-04-07 08:38:06 main:574] : INFO : Epoch 1857 | loss: 0.0311723 | val_loss: 0.0311792 | Time: 1780.22 ms
[2022-04-07 08:38:07 main:574] : INFO : Epoch 1858 | loss: 0.0311714 | val_loss: 0.0311788 | Time: 1803.81 ms
[2022-04-07 08:38:09 main:574] : INFO : Epoch 1859 | loss: 0.0311719 | val_loss: 0.0311782 | Time: 1783.64 ms
[2022-04-07 08:38:11 main:574] : INFO : Epoch 1860 | loss: 0.03117 | val_loss: 0.0311797 | Time: 1764.02 ms
[2022-04-07 08:38:13 main:574] : INFO : Epoch 1861 | loss: 0.0311703 | val_loss: 0.0311799 | Time: 1750.51 ms
[2022-04-07 08:38:15 main:574] : INFO : Epoch 1862 | loss: 0.0311699 | val_loss: 0.0311807 | Time: 1758.64 ms
[2022-04-07 08:38:16 main:574] : INFO : Epoch 1863 | loss: 0.0311717 | val_loss: 0.0311781 | Time: 1768.2 ms
[2022-04-07 08:38:18 main:574] : INFO : Epoch 1864 | loss: 0.0311706 | val_loss: 0.0311808 | Time: 1785.34 ms
[2022-04-07 08:38:20 main:574] : INFO : Epoch 1865 | loss: 0.0311726 | val_loss: 0.031183 | Time: 1722.81 ms
[2022-04-07 08:38:22 main:574] : INFO : Epoch 1866 | loss: 0.031173 | val_loss: 0.0311809 | Time: 1788.17 ms
[2022-04-07 08:38:23 main:574] : INFO : Epoch 1867 | loss: 0.0311749 | val_loss: 0.0311822 | Time: 1797.06 ms
[2022-04-07 08:38:25 main:574] : INFO : Epoch 1868 | loss: 0.0311733 | val_loss: 0.0311802 | Time: 1756.49 ms
[2022-04-07 08:38:27 main:574] : INFO : Epoch 1869 | loss: 0.0311716 | val_loss: 0.0311809 | Time: 1768.25 ms
[2022-04-07 08:38:29 main:574] : INFO : Epoch 1870 | loss: 0.031172 | val_loss: 0.0311806 | Time: 1750.16 ms
[2022-04-07 08:38:30 main:574] : INFO : Epoch 1871 | loss: 0.0311724 | val_loss: 0.0311824 | Time: 1734.62 ms
[2022-04-07 08:38:32 main:574] : INFO : Epoch 1872 | loss: 0.0311708 | val_loss: 0.0311857 | Time: 1790.31 ms
[2022-04-07 08:38:34 main:574] : INFO : Epoch 1873 | loss: 0.0311708 | val_loss: 0.0311827 | Time: 1765.83 ms
[2022-04-07 08:38:36 main:574] : INFO : Epoch 1874 | loss: 0.0311692 | val_loss: 0.0311808 | Time: 1748.13 ms
[2022-04-07 08:38:38 main:574] : INFO : Epoch 1875 | loss: 0.0311688 | val_loss: 0.0311785 | Time: 1879.79 ms
[2022-04-07 08:38:39 main:574] : INFO : Epoch 1876 | loss: 0.0311706 | val_loss: 0.0311765 | Time: 1784.39 ms
[2022-04-07 08:38:41 main:574] : INFO : Epoch 1877 | loss: 0.0311697 | val_loss: 0.0311757 | Time: 1785.33 ms
[2022-04-07 08:38:43 main:574] : INFO : Epoch 1878 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 1796.34 ms
[2022-04-07 08:38:45 main:574] : INFO : Epoch 1879 | loss: 0.0311723 | val_loss: 0.0311773 | Time: 1747.2 ms
[2022-04-07 08:38:47 main:574] : INFO : Epoch 1880 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 1802.25 ms
[2022-04-07 08:38:48 main:574] : INFO : Epoch 1881 | loss: 0.0311702 | val_loss: 0.0311749 | Time: 1766.2 ms
[2022-04-07 08:38:50 main:574] : INFO : Epoch 1882 | loss: 0.031169 | val_loss: 0.0311747 | Time: 1748.63 ms
[2022-04-07 08:38:52 main:574] : INFO : Epoch 1883 | loss: 0.0311702 | val_loss: 0.0311784 | Time: 1816.3 ms
[2022-04-07 08:38:54 main:574] : INFO : Epoch 1884 | loss: 0.0311704 | val_loss: 0.0311765 | Time: 1769.97 ms
[2022-04-07 08:38:56 main:574] : INFO : Epoch 1885 | loss: 0.0311692 | val_loss: 0.0311793 | Time: 1811.11 ms
[2022-04-07 08:38:57 main:574] : INFO : Epoch 1886 | loss: 0.0311687 | val_loss: 0.031176 | Time: 1782.6 ms
[2022-04-07 08:38:59 main:574] : INFO : Epoch 1887 | loss: 0.031168 | val_loss: 0.031176 | Time: 1771.61 ms
[2022-04-07 08:39:01 main:574] : INFO : Epoch 1888 | loss: 0.0311684 | val_loss: 0.0311757 | Time: 1805.15 ms
[2022-04-07 08:39:03 main:574] : INFO : Epoch 1889 | loss: 0.0311678 | val_loss: 0.0311761 | Time: 1753.61 ms
[2022-04-07 08:39:05 main:574] : INFO : Epoch 1890 | loss: 0.0311672 | val_loss: 0.0311753 | Time: 1788.18 ms
[2022-04-07 08:39:06 main:574] : INFO : Epoch 1891 | loss: 0.0311659 | val_loss: 0.031175 | Time: 1780.77 ms
[2022-04-07 08:39:08 main:574] : INFO : Epoch 1892 | loss: 0.0311668 | val_loss: 0.031178 | Time: 1762.73 ms
[2022-04-07 08:39:10 main:574] : INFO : Epoch 1893 | loss: 0.0311715 | val_loss: 0.0311747 | Time: 1773.62 ms
[2022-04-07 08:39:12 main:574] : INFO : Epoch 1894 | loss: 0.0311673 | val_loss: 0.0311764 | Time: 1783.73 ms
[2022-04-07 08:39:13 main:574] : INFO : Epoch 1895 | loss: 0.0311666 | val_loss: 0.0311749 | Time: 1775.46 ms
[2022-04-07 08:39:15 main:574] : INFO : Epoch 1896 | loss: 0.0311654 | val_loss: 0.031175 | Time: 1746.3 ms
[2022-04-07 08:39:17 main:574] : INFO : Epoch 1897 | loss: 0.0311651 | val_loss: 0.0311744 | Time: 1790.78 ms
[2022-04-07 08:39:19 main:574] : INFO : Epoch 1898 | loss: 0.0311648 | val_loss: 0.0311765 | Time: 1762.99 ms
[2022-04-07 08:39:21 main:574] : INFO : Epoch 1899 | loss: 0.0311658 | val_loss: 0.0311775 | Time: 1770.02 ms
[2022-04-07 08:39:22 main:574] : INFO : Epoch 1900 | loss: 0.0311673 | val_loss: 0.0311745 | Time: 1794.17 ms
[2022-04-07 08:39:24 main:574] : INFO : Epoch 1901 | loss: 0.0311682 | val_loss: 0.0311761 | Time: 1763.9 ms
[2022-04-07 08:39:26 main:574] : INFO : Epoch 1902 | loss: 0.0311689 | val_loss: 0.0311773 | Time: 1787.47 ms
[2022-04-07 08:39:28 main:574] : INFO : Epoch 1903 | loss: 0.0311713 | val_loss: 0.0311766 | Time: 1809.84 ms
[2022-04-07 08:39:30 main:574] : INFO : Epoch 1904 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 1760.61 ms
[2022-04-07 08:39:31 main:574] : INFO : Epoch 1905 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 1792.74 ms
[2022-04-07 08:39:33 main:574] : INFO : Epoch 1906 | loss: 0.0311716 | val_loss: 0.0311788 | Time: 1806.71 ms
[2022-04-07 08:39:35 main:574] : INFO : Epoch 1907 | loss: 0.0311699 | val_loss: 0.0311781 | Time: 1779.9 ms
[2022-04-07 08:39:37 main:574] : INFO : Epoch 1908 | loss: 0.031169 | val_loss: 0.0311763 | Time: 1768.94 ms
[2022-04-07 08:39:38 main:574] : INFO : Epoch 1909 | loss: 0.0311679 | val_loss: 0.0311751 | Time: 1766.62 ms
[2022-04-07 08:39:40 main:574] : INFO : Epoch 1910 | loss: 0.0311691 | val_loss: 0.0311733 | Time: 1759.16 ms
[2022-04-07 08:39:42 main:574] : INFO : Epoch 1911 | loss: 0.0311708 | val_loss: 0.0311726 | Time: 1766.73 ms
[2022-04-07 08:39:44 main:574] : INFO : Epoch 1912 | loss: 0.0311705 | val_loss: 0.0311773 | Time: 1764.41 ms
[2022-04-07 08:39:46 main:574] : INFO : Epoch 1913 | loss: 0.0311705 | val_loss: 0.0311747 | Time: 1821.5 ms
[2022-04-07 08:39:47 main:574] : INFO : Epoch 1914 | loss: 0.0311698 | val_loss: 0.0311738 | Time: 1821.33 ms
[2022-04-07 08:39:49 main:574] : INFO : Epoch 1915 | loss: 0.0311702 | val_loss: 0.0311744 | Time: 1786.01 ms
[2022-04-07 08:39:51 main:574] : INFO : Epoch 1916 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 1762.51 ms
[2022-04-07 08:39:53 main:574] : INFO : Epoch 1917 | loss: 0.03117 | val_loss: 0.0311757 | Time: 1783.22 ms
[2022-04-07 08:39:55 main:574] : INFO : Epoch 1918 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 1785.64 ms
[2022-04-07 08:39:56 main:574] : INFO : Epoch 1919 | loss: 0.0311672 | val_loss: 0.0311723 | Time: 1783.56 ms
[2022-04-07 08:39:58 main:574] : INFO : Epoch 1920 | loss: 0.031168 | val_loss: 0.0311749 | Time: 1772.44 ms
[2022-04-07 08:40:00 main:574] : INFO : Epoch 1921 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 1774.14 ms
[2022-04-07 08:40:02 main:574] : INFO : Epoch 1922 | loss: 0.0311674 | val_loss: 0.0311766 | Time: 1757.77 ms
[2022-04-07 08:40:04 main:574] : INFO : Epoch 1923 | loss: 0.0311669 | val_loss: 0.0311743 | Time: 1803.68 ms
[2022-04-07 08:40:05 main:574] : INFO : Epoch 1924 | loss: 0.0311668 | val_loss: 0.0311762 | Time: 1812.29 ms
[2022-04-07 08:40:07 main:574] : INFO : Epoch 1925 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 1743.2 ms
[2022-04-07 08:40:09 main:574] : INFO : Epoch 1926 | loss: 0.0311698 | val_loss: 0.0311731 | Time: 1787.13 ms
[2022-04-07 08:40:11 main:574] : INFO : Epoch 1927 | loss: 0.0311672 | val_loss: 0.0311775 | Time: 1796.42 ms
[2022-04-07 08:40:13 main:574] : INFO : Epoch 1928 | loss: 0.0311677 | val_loss: 0.0311751 | Time: 1801.58 ms
[2022-04-07 08:40:14 main:574] : INFO : Epoch 1929 | loss: 0.0311669 | val_loss: 0.0311763 | Time: 1782.02 ms
[2022-04-07 08:40:16 main:574] : INFO : Epoch 1930 | loss: 0.0311662 | val_loss: 0.0311744 | Time: 1752.4 ms
[2022-04-07 08:40:18 main:574] : INFO : Epoch 1931 | loss: 0.0311663 | val_loss: 0.0311767 | Time: 1806.67 ms
[2022-04-07 08:40:20 main:574] : INFO : Epoch 1932 | loss: 0.0311656 | val_loss: 0.0311758 | Time: 1795.58 ms
[2022-04-07 08:40:22 main:574] : INFO : Epoch 1933 | loss: 0.0311668 | val_loss: 0.0311766 | Time: 1820.37 ms
[2022-04-07 08:40:23 main:574] : INFO : Epoch 1934 | loss: 0.0311675 | val_loss: 0.0311751 | Time: 1803.01 ms
[2022-04-07 08:40:25 main:574] : INFO : Epoch 1935 | loss: 0.0311702 | val_loss: 0.0311808 | Time: 1774.22 ms
[2022-04-07 08:40:27 main:574] : INFO : Epoch 1936 | loss: 0.0311668 | val_loss: 0.0311781 | Time: 1782.94 ms
[2022-04-07 08:40:29 main:574] : INFO : Epoch 1937 | loss: 0.0311665 | val_loss: 0.0311763 | Time: 1765.02 ms
[2022-04-07 08:40:30 main:574] : INFO : Epoch 1938 | loss: 0.0311662 | val_loss: 0.0311731 | Time: 1732.45 ms
[2022-04-07 08:40:32 main:574] : INFO : Epoch 1939 | loss: 0.0311646 | val_loss: 0.0311734 | Time: 1781.7 ms
[2022-04-07 08:40:34 main:574] : INFO : Epoch 1940 | loss: 0.031164 | val_loss: 0.0311728 | Time: 1793.37 ms
[2022-04-07 08:40:36 main:574] : INFO : Epoch 1941 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 1789.53 ms
[2022-04-07 08:40:38 main:574] : INFO : Epoch 1942 | loss: 0.0311652 | val_loss: 0.0311762 | Time: 1765.87 ms
[2022-04-07 08:40:39 main:574] : INFO : Epoch 1943 | loss: 0.0311678 | val_loss: 0.0311788 | Time: 1788.65 ms
[2022-04-07 08:40:41 main:574] : INFO : Epoch 1944 | loss: 0.0311656 | val_loss: 0.0311798 | Time: 1772.54 ms
[2022-04-07 08:40:43 main:574] : INFO : Epoch 1945 | loss: 0.0311662 | val_loss: 0.0311747 | Time: 1805.1 ms
[2022-04-07 08:40:45 main:574] : INFO : Epoch 1946 | loss: 0.0311643 | val_loss: 0.031175 | Time: 1771.29 ms
[2022-04-07 08:40:47 main:574] : INFO : Epoch 1947 | loss: 0.031167 | val_loss: 0.0311737 | Time: 1768.13 ms
[2022-04-07 08:40:48 main:574] : INFO : Epoch 1948 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 1789.35 ms
[2022-04-07 08:40:50 main:574] : INFO : Epoch 1949 | loss: 0.0311671 | val_loss: 0.0311744 | Time: 1783.56 ms
[2022-04-07 08:40:52 main:574] : INFO : Epoch 1950 | loss: 0.0311651 | val_loss: 0.0311745 | Time: 1775.54 ms
[2022-04-07 08:40:54 main:574] : INFO : Epoch 1951 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 1778.34 ms
[2022-04-07 08:40:55 main:574] : INFO : Epoch 1952 | loss: 0.0311638 | val_loss: 0.0311728 | Time: 1791.3 ms
[2022-04-07 08:40:57 main:574] : INFO : Epoch 1953 | loss: 0.0311627 | val_loss: 0.031174 | Time: 1755.28 ms
[2022-04-07 08:40:59 main:574] : INFO : Epoch 1954 | loss: 0.0311634 | val_loss: 0.0311743 | Time: 1758.71 ms
[2022-04-07 08:41:01 main:574] : INFO : Epoch 1955 | loss: 0.0311642 | val_loss: 0.0311751 | Time: 1781.7 ms
[2022-04-07 08:41:03 main:574] : INFO : Epoch 1956 | loss: 0.0311637 | val_loss: 0.031173 | Time: 1781.82 ms
[2022-04-07 08:41:04 main:574] : INFO : Epoch 1957 | loss: 0.0311659 | val_loss: 0.0311752 | Time: 1827.19 ms
[2022-04-07 08:41:06 main:574] : INFO : Epoch 1958 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 1756.12 ms
[2022-04-07 08:41:08 main:574] : INFO : Epoch 1959 | loss: 0.0311665 | val_loss: 0.0311757 | Time: 1818.83 ms
[2022-04-07 08:41:10 main:574] : INFO : Epoch 1960 | loss: 0.0311653 | val_loss: 0.0311747 | Time: 1806.51 ms
[2022-04-07 08:41:12 main:574] : INFO : Epoch 1961 | loss: 0.0311658 | val_loss: 0.0311894 | Time: 1827.69 ms
[2022-04-07 08:41:13 main:574] : INFO : Epoch 1962 | loss: 0.0311708 | val_loss: 0.0311851 | Time: 1811.17 ms
[2022-04-07 08:41:15 main:574] : INFO : Epoch 1963 | loss: 0.0311677 | val_loss: 0.0311772 | Time: 1815.93 ms
[2022-04-07 08:41:17 main:574] : INFO : Epoch 1964 | loss: 0.0311644 | val_loss: 0.0311768 | Time: 1821.83 ms
[2022-04-07 08:41:19 main:574] : INFO : Epoch 1965 | loss: 0.0311638 | val_loss: 0.0311739 | Time: 1812.98 ms
[2022-04-07 08:41:21 main:574] : INFO : Epoch 1966 | loss: 0.0311648 | val_loss: 0.0311789 | Time: 1788.98 ms
[2022-04-07 08:41:23 main:574] : INFO : Epoch 1967 | loss: 0.0311645 | val_loss: 0.0311758 | Time: 1814.53 ms
[2022-04-07 08:41:24 main:574] : INFO : Epoch 1968 | loss: 0.0311619 | val_loss: 0.0311763 | Time: 1818.99 ms
[2022-04-07 08:41:26 main:574] : INFO : Epoch 1969 | loss: 0.0311615 | val_loss: 0.0311754 | Time: 1832.07 ms
[2022-04-07 08:41:28 main:574] : INFO : Epoch 1970 | loss: 0.0311623 | val_loss: 0.031175 | Time: 1808.57 ms
[2022-04-07 08:41:30 main:574] : INFO : Epoch 1971 | loss: 0.031163 | val_loss: 0.0311781 | Time: 1818.98 ms
[2022-04-07 08:41:32 main:574] : INFO : Epoch 1972 | loss: 0.0311636 | val_loss: 0.0311792 | Time: 1826.48 ms
[2022-04-07 08:41:34 main:574] : INFO : Epoch 1973 | loss: 0.031164 | val_loss: 0.0311738 | Time: 1799.29 ms
[2022-04-07 08:41:35 main:574] : INFO : Epoch 1974 | loss: 0.0311634 | val_loss: 0.0311776 | Time: 1806.08 ms
[2022-04-07 08:41:37 main:574] : INFO : Epoch 1975 | loss: 0.0311619 | val_loss: 0.0311759 | Time: 1810.37 ms
[2022-04-07 08:41:39 main:574] : INFO : Epoch 1976 | loss: 0.0311626 | val_loss: 0.0311742 | Time: 1811.19 ms
[2022-04-07 08:41:41 main:574] : INFO : Epoch 1977 | loss: 0.0311626 | val_loss: 0.0311774 | Time: 1811.69 ms
[2022-04-07 08:41:43 main:574] : INFO : Epoch 1978 | loss: 0.0311645 | val_loss: 0.031174 | Time: 1820.25 ms
[2022-04-07 08:41:44 main:574] : INFO : Epoch 1979 | loss: 0.0311656 | val_loss: 0.0311737 | Time: 1807.99 ms
[2022-04-07 08:41:46 main:574] : INFO : Epoch 1980 | loss: 0.0311645 | val_loss: 0.0311738 | Time: 1829.65 ms
[2022-04-07 08:41:48 main:574] : INFO : Epoch 1981 | loss: 0.0311633 | val_loss: 0.0311746 | Time: 1843.87 ms
[2022-04-07 08:41:50 main:574] : INFO : Epoch 1982 | loss: 0.0311661 | val_loss: 0.031174 | Time: 1796.67 ms
[2022-04-07 08:41:52 main:574] : INFO : Epoch 1983 | loss: 0.031165 | val_loss: 0.0311747 | Time: 1814.01 ms
[2022-04-07 08:41:54 main:574] : INFO : Epoch 1984 | loss: 0.0311654 | val_loss: 0.0311736 | Time: 1828.2 ms
[2022-04-07 08:41:55 main:574] : INFO : Epoch 1985 | loss: 0.0311644 | val_loss: 0.0311748 | Time: 1821.24 ms
[2022-04-07 08:41:57 main:574] : INFO : Epoch 1986 | loss: 0.0311625 | val_loss: 0.0311756 | Time: 1827.85 ms
[2022-04-07 08:41:59 main:574] : INFO : Epoch 1987 | loss: 0.0311638 | val_loss: 0.0311826 | Time: 1806.78 ms
[2022-04-07 08:42:01 main:574] : INFO : Epoch 1988 | loss: 0.0311685 | val_loss: 0.0311784 | Time: 1900.33 ms
[2022-04-07 08:42:03 main:574] : INFO : Epoch 1989 | loss: 0.031169 | val_loss: 0.0311761 | Time: 1803.01 ms
[2022-04-07 08:42:05 main:574] : INFO : Epoch 1990 | loss: 0.0311686 | val_loss: 0.0311783 | Time: 1840.09 ms
[2022-04-07 08:42:06 main:574] : INFO : Epoch 1991 | loss: 0.0311662 | val_loss: 0.0311756 | Time: 1813.81 ms
[2022-04-07 08:42:08 main:574] : INFO : Epoch 1992 | loss: 0.0311675 | val_loss: 0.0311781 | Time: 1808.74 ms
[2022-04-07 08:42:10 main:574] : INFO : Epoch 1993 | loss: 0.0311673 | val_loss: 0.031175 | Time: 1814.44 ms
[2022-04-07 08:42:12 main:574] : INFO : Epoch 1994 | loss: 0.031165 | val_loss: 0.0311772 | Time: 1815.4 ms
[2022-04-07 08:42:14 main:574] : INFO : Epoch 1995 | loss: 0.0311631 | val_loss: 0.0311776 | Time: 1846.98 ms
[2022-04-07 08:42:16 main:574] : INFO : Epoch 1996 | loss: 0.0311635 | val_loss: 0.031175 | Time: 1830.15 ms
[2022-04-07 08:42:18 main:574] : INFO : Epoch 1997 | loss: 0.0311647 | val_loss: 0.0311743 | Time: 1825.29 ms
[2022-04-07 08:42:19 main:574] : INFO : Epoch 1998 | loss: 0.0311654 | val_loss: 0.0311735 | Time: 1819.53 ms
[2022-04-07 08:42:21 main:574] : INFO : Epoch 1999 | loss: 0.0311686 | val_loss: 0.0311799 | Time: 1809.41 ms
[2022-04-07 08:42:23 main:574] : INFO : Epoch 2000 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 1815.89 ms
[2022-04-07 08:42:25 main:574] : INFO : Epoch 2001 | loss: 0.0311639 | val_loss: 0.0311759 | Time: 1840.15 ms
[2022-04-07 08:42:27 main:574] : INFO : Epoch 2002 | loss: 0.031164 | val_loss: 0.0311762 | Time: 1799.72 ms
[2022-04-07 08:42:28 main:574] : INFO : Epoch 2003 | loss: 0.0311636 | val_loss: 0.031181 | Time: 1802.31 ms
[2022-04-07 08:42:30 main:574] : INFO : Epoch 2004 | loss: 0.0311641 | val_loss: 0.0311749 | Time: 1811.5 ms
[2022-04-07 08:42:32 main:574] : INFO : Epoch 2005 | loss: 0.031163 | val_loss: 0.0311768 | Time: 1815.31 ms
[2022-04-07 08:42:34 main:574] : INFO : Epoch 2006 | loss: 0.031165 | val_loss: 0.0311749 | Time: 1820.25 ms
[2022-04-07 08:42:36 main:574] : INFO : Epoch 2007 | loss: 0.0311649 | val_loss: 0.0311753 | Time: 1809.85 ms
[2022-04-07 08:42:38 main:574] : INFO : Epoch 2008 | loss: 0.031166 | val_loss: 0.0311818 | Time: 1827.68 ms
[2022-04-07 08:42:39 main:574] : INFO : Epoch 2009 | loss: 0.0311675 | val_loss: 0.0311784 | Time: 1819.68 ms
[2022-04-07 08:42:41 main:574] : INFO : Epoch 2010 | loss: 0.0311679 | val_loss: 0.0311757 | Time: 1826.67 ms
[2022-04-07 08:42:43 main:574] : INFO : Epoch 2011 | loss: 0.0311664 | val_loss: 0.0311772 | Time: 1833.51 ms
[2022-04-07 08:42:45 main:574] : INFO : Epoch 2012 | loss: 0.0311645 | val_loss: 0.0311758 | Time: 1823.31 ms
[2022-04-07 08:42:47 main:574] : INFO : Epoch 2013 | loss: 0.0311646 | val_loss: 0.031178 | Time: 1924.04 ms
[2022-04-07 08:42:49 main:574] : INFO : Epoch 2014 | loss: 0.031164 | val_loss: 0.0311756 | Time: 1846.04 ms
[2022-04-07 08:42:51 main:574] : INFO : Epoch 2015 | loss: 0.0311645 | val_loss: 0.0311771 | Time: 1800.79 ms
[2022-04-07 08:42:52 main:574] : INFO : Epoch 2016 | loss: 0.0311642 | val_loss: 0.0311776 | Time: 1813.09 ms
[2022-04-07 08:42:54 main:574] : INFO : Epoch 2017 | loss: 0.0311632 | val_loss: 0.0311757 | Time: 1822.77 ms
[2022-04-07 08:42:56 main:574] : INFO : Epoch 2018 | loss: 0.0311646 | val_loss: 0.0311749 | Time: 1824.44 ms
[2022-04-07 08:42:58 main:574] : INFO : Epoch 2019 | loss: 0.031165 | val_loss: 0.0311765 | Time: 1841.98 ms
[2022-04-07 08:43:00 main:574] : INFO : Epoch 2020 | loss: 0.0311656 | val_loss: 0.0311734 | Time: 1835.42 ms
[2022-04-07 08:43:02 main:574] : INFO : Epoch 2021 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 1815.01 ms
[2022-04-07 08:43:03 main:574] : INFO : Epoch 2022 | loss: 0.0311711 | val_loss: 0.0311776 | Time: 1809.87 ms
[2022-04-07 08:43:05 main:574] : INFO : Epoch 2023 | loss: 0.0311727 | val_loss: 0.0311772 | Time: 1820.54 ms
[2022-04-07 08:43:07 main:574] : INFO : Epoch 2024 | loss: 0.0311721 | val_loss: 0.0311756 | Time: 1824.45 ms
[2022-04-07 08:43:09 main:574] : INFO : Epoch 2025 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 1815.05 ms
[2022-04-07 08:43:11 main:574] : INFO : Epoch 2026 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 1805.48 ms
[2022-04-07 08:43:12 main:574] : INFO : Epoch 2027 | loss: 0.0311679 | val_loss: 0.031178 | Time: 1813.99 ms
[2022-04-07 08:43:14 main:574] : INFO : Epoch 2028 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 1811.52 ms
[2022-04-07 08:43:16 main:574] : INFO : Epoch 2029 | loss: 0.0311667 | val_loss: 0.0311743 | Time: 1809.98 ms
[2022-04-07 08:43:18 main:574] : INFO : Epoch 2030 | loss: 0.0311675 | val_loss: 0.0311784 | Time: 1824.34 ms
[2022-04-07 08:43:20 main:574] : INFO : Epoch 2031 | loss: 0.0311668 | val_loss: 0.0311766 | Time: 1812.57 ms
[2022-04-07 08:43:22 main:574] : INFO : Epoch 2032 | loss: 0.0311655 | val_loss: 0.0311797 | Time: 1835.48 ms
[2022-04-07 08:43:23 main:574] : INFO : Epoch 2033 | loss: 0.0311669 | val_loss: 0.0311767 | Time: 1824.06 ms
[2022-04-07 08:43:25 main:574] : INFO : Epoch 2034 | loss: 0.0311673 | val_loss: 0.0311822 | Time: 1837.34 ms
[2022-04-07 08:43:27 main:574] : INFO : Epoch 2035 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 1830.75 ms
[2022-04-07 08:43:29 main:574] : INFO : Epoch 2036 | loss: 0.0311675 | val_loss: 0.0311782 | Time: 1830.11 ms
[2022-04-07 08:43:31 main:574] : INFO : Epoch 2037 | loss: 0.0311686 | val_loss: 0.0311825 | Time: 1821.96 ms
[2022-04-07 08:43:33 main:574] : INFO : Epoch 2038 | loss: 0.0311695 | val_loss: 0.0311782 | Time: 1809.98 ms
[2022-04-07 08:43:34 main:574] : INFO : Epoch 2039 | loss: 0.0311703 | val_loss: 0.0311764 | Time: 1818.96 ms
[2022-04-07 08:43:36 main:574] : INFO : Epoch 2040 | loss: 0.0311671 | val_loss: 0.031175 | Time: 1837.19 ms
[2022-04-07 08:43:38 main:574] : INFO : Epoch 2041 | loss: 0.031168 | val_loss: 0.0311775 | Time: 1821.59 ms
[2022-04-07 08:43:40 main:574] : INFO : Epoch 2042 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 1814.75 ms
[2022-04-07 08:43:42 main:574] : INFO : Epoch 2043 | loss: 0.0311761 | val_loss: 0.0311771 | Time: 1813.44 ms
[2022-04-07 08:43:44 main:574] : INFO : Epoch 2044 | loss: 0.0311748 | val_loss: 0.031176 | Time: 1811.97 ms
[2022-04-07 08:43:45 main:574] : INFO : Epoch 2045 | loss: 0.031174 | val_loss: 0.0311765 | Time: 1820.05 ms
[2022-04-07 08:43:47 main:574] : INFO : Epoch 2046 | loss: 0.0311732 | val_loss: 0.0311779 | Time: 1850.42 ms
[2022-04-07 08:43:49 main:574] : INFO : Epoch 2047 | loss: 0.0311734 | val_loss: 0.0311766 | Time: 1806.15 ms
[2022-04-07 08:43:51 main:574] : INFO : Epoch 2048 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 1809.14 ms
[2022-04-07 08:43:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311774
[2022-04-07 08:43:51 main:603] : INFO : Saving end state to config to file
[2022-04-07 08:43:51 main:608] : INFO : Success, exiting..
08:43:51 (2796): 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)