Task 11350010
| Name | ParityModified-1639953373-3854-3-0_0 |
| Workunit | 8594711 |
| Created | 4 Feb 2022, 14:54:23 UTC |
| Sent | 17 Feb 2022, 10:50:03 UTC |
| Report deadline | 25 Feb 2022, 10:50:03 UTC |
| Received | 17 Feb 2022, 11:52:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8915 |
| Run time | 59 min 59 sec |
| CPU time | 55 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,470.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0311457 | val_loss: 0.0311676 | Time: 1813.85 ms [2022-02-17 11:37:06 main:574] : INFO : Epoch 1543 | loss: 0.0311459 | val_loss: 0.0311633 | Time: 1733 ms [2022-02-17 11:37:08 main:574] : INFO : Epoch 1544 | loss: 0.0311449 | val_loss: 0.031166 | Time: 1727.78 ms [2022-02-17 11:37:10 main:574] : INFO : Epoch 1545 | loss: 0.0311444 | val_loss: 0.0311622 | Time: 1787.5 ms [2022-02-17 11:37:12 main:574] : INFO : Epoch 1546 | loss: 0.0311477 | val_loss: 0.0311674 | Time: 1735.35 ms [2022-02-17 11:37:13 main:574] : INFO : Epoch 1547 | loss: 0.0311611 | val_loss: 0.0311701 | Time: 1809.97 ms [2022-02-17 11:37:15 main:574] : INFO : Epoch 1548 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 1733.55 ms [2022-02-17 11:37:17 main:574] : INFO : Epoch 1549 | loss: 0.0311579 | val_loss: 0.0311741 | Time: 1751.22 ms [2022-02-17 11:37:19 main:574] : INFO : Epoch 1550 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 1776.67 ms [2022-02-17 11:37:20 main:574] : INFO : Epoch 1551 | loss: 0.0311586 | val_loss: 0.0311691 | Time: 1723.55 ms [2022-02-17 11:37:22 main:574] : INFO : Epoch 1552 | loss: 0.031156 | val_loss: 0.0311696 | Time: 1716.27 ms [2022-02-17 11:37:24 main:574] : INFO : Epoch 1553 | loss: 0.0311552 | val_loss: 0.0311644 | Time: 1720.4 ms [2022-02-17 11:37:26 main:574] : INFO : Epoch 1554 | loss: 0.0311527 | val_loss: 0.0311665 | Time: 1758.02 ms [2022-02-17 11:37:27 main:574] : INFO : Epoch 1555 | loss: 0.0311532 | val_loss: 0.0311649 | Time: 1714.52 ms [2022-02-17 11:37:29 main:574] : INFO : Epoch 1556 | loss: 0.0311563 | val_loss: 0.0311687 | Time: 1719.2 ms [2022-02-17 11:37:31 main:574] : INFO : Epoch 1557 | loss: 0.0311547 | val_loss: 0.0311681 | Time: 1737.14 ms [2022-02-17 11:37:33 main:574] : INFO : Epoch 1558 | loss: 0.0311536 | val_loss: 0.0311685 | Time: 1715.09 ms [2022-02-17 11:37:34 main:574] : INFO : Epoch 1559 | loss: 0.0311542 | val_loss: 0.0311724 | Time: 1710.79 ms [2022-02-17 11:37:36 main:574] : INFO : Epoch 1560 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 1746.22 ms [2022-02-17 11:37:38 main:574] : INFO : Epoch 1561 | loss: 0.0311554 | val_loss: 0.0311677 | Time: 1725.77 ms [2022-02-17 11:37:39 main:574] : INFO : Epoch 1562 | loss: 0.0311536 | val_loss: 0.0311708 | Time: 1712.85 ms [2022-02-17 11:37:41 main:574] : INFO : Epoch 1563 | loss: 0.0311556 | val_loss: 0.0311753 | Time: 1721.8 ms [2022-02-17 11:37:43 main:574] : INFO : Epoch 1564 | loss: 0.0311544 | val_loss: 0.0311726 | Time: 1720.79 ms [2022-02-17 11:37:45 main:574] : INFO : Epoch 1565 | loss: 0.0311541 | val_loss: 0.0311709 | Time: 1757.23 ms [2022-02-17 11:37:46 main:574] : INFO : Epoch 1566 | loss: 0.0311493 | val_loss: 0.0311693 | Time: 1727.69 ms [2022-02-17 11:37:48 main:574] : INFO : Epoch 1567 | loss: 0.0311481 | val_loss: 0.0311716 | Time: 1873.93 ms [2022-02-17 11:37:50 main:574] : INFO : Epoch 1568 | loss: 0.0311472 | val_loss: 0.0311692 | Time: 1948.57 ms [2022-02-17 11:37:52 main:574] : INFO : Epoch 1569 | loss: 0.0311477 | val_loss: 0.0311706 | Time: 1787.16 ms [2022-02-17 11:37:54 main:574] : INFO : Epoch 1570 | loss: 0.0311459 | val_loss: 0.0311685 | Time: 1833.31 ms [2022-02-17 11:37:56 main:574] : INFO : Epoch 1571 | loss: 0.0311454 | val_loss: 0.0311706 | Time: 2060.07 ms [2022-02-17 11:37:58 main:574] : INFO : Epoch 1572 | loss: 0.0311467 | val_loss: 0.0311659 | Time: 2172.49 ms [2022-02-17 11:38:00 main:574] : INFO : Epoch 1573 | loss: 0.0311469 | val_loss: 0.0311668 | Time: 1946.01 ms [2022-02-17 11:38:02 main:574] : INFO : Epoch 1574 | loss: 0.031147 | val_loss: 0.0311661 | Time: 1873.2 ms [2022-02-17 11:38:04 main:574] : INFO : Epoch 1575 | loss: 0.0311468 | val_loss: 0.0311684 | Time: 1916.09 ms [2022-02-17 11:38:06 main:574] : INFO : Epoch 1576 | loss: 0.0311467 | val_loss: 0.0311672 | Time: 1815.05 ms [2022-02-17 11:38:08 main:574] : INFO : Epoch 1577 | loss: 0.0311443 | val_loss: 0.0311769 | Time: 1795.51 ms [2022-02-17 11:38:09 main:574] : INFO : Epoch 1578 | loss: 0.0311484 | val_loss: 0.0311649 | Time: 1800.24 ms [2022-02-17 11:38:11 main:574] : INFO : Epoch 1579 | loss: 0.0311433 | val_loss: 0.0311664 | Time: 1788.4 ms [2022-02-17 11:38:13 main:574] : INFO : Epoch 1580 | loss: 0.0311431 | val_loss: 0.0311671 | Time: 1772.37 ms [2022-02-17 11:38:15 main:574] : INFO : Epoch 1581 | loss: 0.0311493 | val_loss: 0.031168 | Time: 1792.43 ms [2022-02-17 11:38:17 main:574] : INFO : Epoch 1582 | loss: 0.0311448 | val_loss: 0.0311647 | Time: 1815.29 ms [2022-02-17 11:38:18 main:574] : INFO : Epoch 1583 | loss: 0.0311442 | val_loss: 0.0311682 | Time: 1769.14 ms [2022-02-17 11:38:20 main:574] : INFO : Epoch 1584 | loss: 0.0311429 | val_loss: 0.0311689 | Time: 1757.21 ms [2022-02-17 11:38:22 main:574] : INFO : Epoch 1585 | loss: 0.0311413 | val_loss: 0.0311669 | Time: 1763.57 ms [2022-02-17 11:38:24 main:574] : INFO : Epoch 1586 | loss: 0.0311445 | val_loss: 0.0311695 | Time: 1754.77 ms [2022-02-17 11:38:26 main:574] : INFO : Epoch 1587 | loss: 0.031145 | val_loss: 0.0311784 | Time: 1799.45 ms [2022-02-17 11:38:27 main:574] : INFO : Epoch 1588 | loss: 0.0311592 | val_loss: 0.0311778 | Time: 1759.77 ms [2022-02-17 11:38:29 main:574] : INFO : Epoch 1589 | loss: 0.0311557 | val_loss: 0.0311749 | Time: 1809.52 ms [2022-02-17 11:38:31 main:574] : INFO : Epoch 1590 | loss: 0.0311431 | val_loss: 0.0311733 | Time: 1788.55 ms [2022-02-17 11:38:33 main:574] : INFO : Epoch 1591 | loss: 0.0311416 | val_loss: 0.0311647 | Time: 1764.16 ms [2022-02-17 11:38:34 main:574] : INFO : Epoch 1592 | loss: 0.03114 | val_loss: 0.0311701 | Time: 1758.86 ms [2022-02-17 11:38:36 main:574] : INFO : Epoch 1593 | loss: 0.0311422 | val_loss: 0.0311709 | Time: 1737.64 ms [2022-02-17 11:38:38 main:574] : INFO : Epoch 1594 | loss: 0.0311459 | val_loss: 0.0311808 | Time: 1793.61 ms [2022-02-17 11:38:40 main:574] : INFO : Epoch 1595 | loss: 0.031143 | val_loss: 0.0311704 | Time: 1758.71 ms [2022-02-17 11:38:42 main:574] : INFO : Epoch 1596 | loss: 0.0311401 | val_loss: 0.0311695 | Time: 1773.41 ms [2022-02-17 11:38:43 main:574] : INFO : Epoch 1597 | loss: 0.0311421 | val_loss: 0.0311723 | Time: 1814.4 ms [2022-02-17 11:38:45 main:574] : INFO : Epoch 1598 | loss: 0.0311415 | val_loss: 0.031165 | Time: 1773.98 ms [2022-02-17 11:38:47 main:574] : INFO : Epoch 1599 | loss: 0.031143 | val_loss: 0.0311712 | Time: 1822.11 ms [2022-02-17 11:38:49 main:574] : INFO : Epoch 1600 | loss: 0.0311429 | val_loss: 0.0311737 | Time: 1791.88 ms [2022-02-17 11:38:51 main:574] : INFO : Epoch 1601 | loss: 0.031149 | val_loss: 0.0311654 | Time: 1803.18 ms [2022-02-17 11:38:52 main:574] : INFO : Epoch 1602 | loss: 0.0311531 | val_loss: 0.0311752 | Time: 1783.14 ms [2022-02-17 11:38:54 main:574] : INFO : Epoch 1603 | loss: 0.0311483 | val_loss: 0.0311703 | Time: 1828.63 ms [2022-02-17 11:38:56 main:574] : INFO : Epoch 1604 | loss: 0.0311509 | val_loss: 0.0311646 | Time: 1763.5 ms [2022-02-17 11:38:58 main:574] : INFO : Epoch 1605 | loss: 0.0311479 | val_loss: 0.0311657 | Time: 1762.54 ms [2022-02-17 11:39:00 main:574] : INFO : Epoch 1606 | loss: 0.0311454 | val_loss: 0.0311683 | Time: 1791.46 ms [2022-02-17 11:39:01 main:574] : INFO : Epoch 1607 | loss: 0.0311447 | val_loss: 0.0311666 | Time: 1779.41 ms [2022-02-17 11:39:03 main:574] : INFO : Epoch 1608 | loss: 0.0311452 | val_loss: 0.0311671 | Time: 1830.44 ms [2022-02-17 11:39:05 main:574] : INFO : Epoch 1609 | loss: 0.031146 | val_loss: 0.0311694 | Time: 1780.06 ms [2022-02-17 11:39:07 main:574] : INFO : Epoch 1610 | loss: 0.0311435 | val_loss: 0.0311663 | Time: 1764.73 ms [2022-02-17 11:39:09 main:574] : INFO : Epoch 1611 | loss: 0.0311416 | val_loss: 0.0311671 | Time: 1754.5 ms [2022-02-17 11:39:10 main:574] : INFO : Epoch 1612 | loss: 0.0311432 | val_loss: 0.0311704 | Time: 1795.46 ms [2022-02-17 11:39:12 main:574] : INFO : Epoch 1613 | loss: 0.031144 | val_loss: 0.0311675 | Time: 1828.68 ms [2022-02-17 11:39:14 main:574] : INFO : Epoch 1614 | loss: 0.0311422 | val_loss: 0.031166 | Time: 1781.86 ms [2022-02-17 11:39:16 main:574] : INFO : Epoch 1615 | loss: 0.0311431 | val_loss: 0.0311652 | Time: 1788.7 ms [2022-02-17 11:39:18 main:574] : INFO : Epoch 1616 | loss: 0.0311438 | val_loss: 0.0311661 | Time: 1759.84 ms [2022-02-17 11:39:19 main:574] : INFO : Epoch 1617 | loss: 0.0311425 | val_loss: 0.0311677 | Time: 1780.05 ms [2022-02-17 11:39:21 main:574] : INFO : Epoch 1618 | loss: 0.0311438 | val_loss: 0.0311687 | Time: 1796.56 ms [2022-02-17 11:39:23 main:574] : INFO : Epoch 1619 | loss: 0.0311455 | val_loss: 0.0311665 | Time: 1790.56 ms [2022-02-17 11:39:25 main:574] : INFO : Epoch 1620 | loss: 0.031149 | val_loss: 0.0311743 | Time: 1793.28 ms [2022-02-17 11:39:27 main:574] : INFO : Epoch 1621 | loss: 0.0311475 | val_loss: 0.0311674 | Time: 1783.96 ms [2022-02-17 11:39:28 main:574] : INFO : Epoch 1622 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 1835.93 ms [2022-02-17 11:39:30 main:574] : INFO : Epoch 1623 | loss: 0.0311458 | val_loss: 0.0311658 | Time: 1824.34 ms [2022-02-17 11:39:32 main:574] : INFO : Epoch 1624 | loss: 0.0311427 | val_loss: 0.0311715 | Time: 1766.92 ms [2022-02-17 11:39:34 main:574] : INFO : Epoch 1625 | loss: 0.0311434 | val_loss: 0.0311711 | Time: 1776.6 ms [2022-02-17 11:39:36 main:574] : INFO : Epoch 1626 | loss: 0.0311453 | val_loss: 0.0311712 | Time: 1750.07 ms [2022-02-17 11:39:37 main:574] : INFO : Epoch 1627 | loss: 0.031145 | val_loss: 0.0311673 | Time: 1760.63 ms [2022-02-17 11:39:39 main:574] : INFO : Epoch 1628 | loss: 0.0311499 | val_loss: 0.0311635 | Time: 1830.77 ms [2022-02-17 11:39:41 main:574] : INFO : Epoch 1629 | loss: 0.0311491 | val_loss: 0.0311619 | Time: 1752.68 ms [2022-02-17 11:39:43 main:574] : INFO : Epoch 1630 | loss: 0.0311448 | val_loss: 0.0311624 | Time: 1756.44 ms [2022-02-17 11:39:45 main:574] : INFO : Epoch 1631 | loss: 0.0311436 | val_loss: 0.031166 | Time: 1771.91 ms [2022-02-17 11:39:46 main:574] : INFO : Epoch 1632 | loss: 0.0311432 | val_loss: 0.0311628 | Time: 1762.48 ms [2022-02-17 11:39:48 main:574] : INFO : Epoch 1633 | loss: 0.0311434 | val_loss: 0.0311593 | Time: 1798.98 ms [2022-02-17 11:39:50 main:574] : INFO : Epoch 1634 | loss: 0.0311427 | val_loss: 0.0311648 | Time: 1768.66 ms [2022-02-17 11:39:52 main:574] : INFO : Epoch 1635 | loss: 0.0311412 | val_loss: 0.0311612 | Time: 1754.92 ms [2022-02-17 11:39:53 main:574] : INFO : Epoch 1636 | loss: 0.0311401 | val_loss: 0.0311668 | Time: 1768.89 ms [2022-02-17 11:39:55 main:574] : INFO : Epoch 1637 | loss: 0.0311431 | val_loss: 0.0311635 | Time: 1761.84 ms [2022-02-17 11:39:57 main:574] : INFO : Epoch 1638 | loss: 0.0311398 | val_loss: 0.0311672 | Time: 1799.46 ms [2022-02-17 11:39:59 main:574] : INFO : Epoch 1639 | loss: 0.0311413 | val_loss: 0.0311664 | Time: 1787.98 ms [2022-02-17 11:40:01 main:574] : INFO : Epoch 1640 | loss: 0.0311411 | val_loss: 0.0311611 | Time: 1743.8 ms [2022-02-17 11:40:02 main:574] : INFO : Epoch 1641 | loss: 0.0311415 | val_loss: 0.031161 | Time: 1771.99 ms [2022-02-17 11:40:04 main:574] : INFO : Epoch 1642 | loss: 0.0311422 | val_loss: 0.0311681 | Time: 1766.2 ms [2022-02-17 11:40:06 main:574] : INFO : Epoch 1643 | loss: 0.031144 | val_loss: 0.0311648 | Time: 1812.25 ms [2022-02-17 11:40:08 main:574] : INFO : Epoch 1644 | loss: 0.0311411 | val_loss: 0.0311685 | Time: 1762.27 ms [2022-02-17 11:40:10 main:574] : INFO : Epoch 1645 | loss: 0.0311398 | val_loss: 0.0311641 | Time: 1752.55 ms [2022-02-17 11:40:11 main:574] : INFO : Epoch 1646 | loss: 0.0311401 | val_loss: 0.0311653 | Time: 1782.06 ms [2022-02-17 11:40:13 main:574] : INFO : Epoch 1647 | loss: 0.0311418 | val_loss: 0.031164 | Time: 1794.36 ms [2022-02-17 11:40:15 main:574] : INFO : Epoch 1648 | loss: 0.0311404 | val_loss: 0.0311656 | Time: 1808.39 ms [2022-02-17 11:40:17 main:574] : INFO : Epoch 1649 | loss: 0.0311391 | val_loss: 0.0311637 | Time: 1755.6 ms [2022-02-17 11:40:19 main:574] : INFO : Epoch 1650 | loss: 0.031141 | val_loss: 0.031169 | Time: 1777.94 ms [2022-02-17 11:40:20 main:574] : INFO : Epoch 1651 | loss: 0.0311396 | val_loss: 0.0311638 | Time: 1768.11 ms [2022-02-17 11:40:22 main:574] : INFO : Epoch 1652 | loss: 0.031137 | val_loss: 0.0311644 | Time: 1750.21 ms [2022-02-17 11:40:24 main:574] : INFO : Epoch 1653 | loss: 0.0311383 | val_loss: 0.0311643 | Time: 2084.93 ms [2022-02-17 11:40:26 main:574] : INFO : Epoch 1654 | loss: 0.0311485 | val_loss: 0.0311669 | Time: 1763.67 ms [2022-02-17 11:40:28 main:574] : INFO : Epoch 1655 | loss: 0.0311468 | val_loss: 0.031164 | Time: 1775.32 ms [2022-02-17 11:40:30 main:574] : INFO : Epoch 1656 | loss: 0.0311485 | val_loss: 0.0311635 | Time: 1801.71 ms [2022-02-17 11:40:31 main:574] : INFO : Epoch 1657 | loss: 0.0311474 | val_loss: 0.0311653 | Time: 1769.66 ms [2022-02-17 11:40:33 main:574] : INFO : Epoch 1658 | loss: 0.0311462 | val_loss: 0.0311631 | Time: 1896.04 ms [2022-02-17 11:40:35 main:574] : INFO : Epoch 1659 | loss: 0.0311465 | val_loss: 0.0311607 | Time: 1745.99 ms [2022-02-17 11:40:37 main:574] : INFO : Epoch 1660 | loss: 0.0311447 | val_loss: 0.0311631 | Time: 1779.2 ms [2022-02-17 11:40:39 main:574] : INFO : Epoch 1661 | loss: 0.0311443 | val_loss: 0.031169 | Time: 1765.96 ms [2022-02-17 11:40:40 main:574] : INFO : Epoch 1662 | loss: 0.0311438 | val_loss: 0.0311641 | Time: 1757.7 ms [2022-02-17 11:40:42 main:574] : INFO : Epoch 1663 | loss: 0.0311417 | val_loss: 0.0311663 | Time: 1798.5 ms [2022-02-17 11:40:44 main:574] : INFO : Epoch 1664 | loss: 0.0311452 | val_loss: 0.0311626 | Time: 1789.71 ms [2022-02-17 11:40:46 main:574] : INFO : Epoch 1665 | loss: 0.0311439 | val_loss: 0.0311719 | Time: 1751.18 ms [2022-02-17 11:40:47 main:574] : INFO : Epoch 1666 | loss: 0.0311487 | val_loss: 0.0311649 | Time: 1747.85 ms [2022-02-17 11:40:49 main:574] : INFO : Epoch 1667 | loss: 0.0311462 | val_loss: 0.0311654 | Time: 1776.77 ms [2022-02-17 11:40:51 main:574] : INFO : Epoch 1668 | loss: 0.0311461 | val_loss: 0.0311613 | Time: 1829.49 ms [2022-02-17 11:40:53 main:574] : INFO : Epoch 1669 | loss: 0.0311442 | val_loss: 0.0311678 | Time: 1742.85 ms [2022-02-17 11:40:55 main:574] : INFO : Epoch 1670 | loss: 0.0311445 | val_loss: 0.0311693 | Time: 1765.34 ms [2022-02-17 11:40:56 main:574] : INFO : Epoch 1671 | loss: 0.0311474 | val_loss: 0.0311663 | Time: 1747.82 ms [2022-02-17 11:40:58 main:574] : INFO : Epoch 1672 | loss: 0.0311604 | val_loss: 0.0311721 | Time: 1760.83 ms [2022-02-17 11:41:00 main:574] : INFO : Epoch 1673 | loss: 0.0311579 | val_loss: 0.0311693 | Time: 1823.67 ms [2022-02-17 11:41:02 main:574] : INFO : Epoch 1674 | loss: 0.0311569 | val_loss: 0.0311714 | Time: 1750.3 ms [2022-02-17 11:41:04 main:574] : INFO : Epoch 1675 | loss: 0.0311688 | val_loss: 0.0311873 | Time: 1775.3 ms [2022-02-17 11:41:05 main:574] : INFO : Epoch 1676 | loss: 0.0311939 | val_loss: 0.031197 | Time: 1761.97 ms [2022-02-17 11:41:07 main:574] : INFO : Epoch 1677 | loss: 0.0311896 | val_loss: 0.0311842 | Time: 1743.94 ms [2022-02-17 11:41:09 main:574] : INFO : Epoch 1678 | loss: 0.0311849 | val_loss: 0.031182 | Time: 1826.99 ms [2022-02-17 11:41:11 main:574] : INFO : Epoch 1679 | loss: 0.031183 | val_loss: 0.0311821 | Time: 1789.9 ms [2022-02-17 11:41:13 main:574] : INFO : Epoch 1680 | loss: 0.0311832 | val_loss: 0.0311795 | Time: 1788.73 ms [2022-02-17 11:41:14 main:574] : INFO : Epoch 1681 | loss: 0.031182 | val_loss: 0.0311786 | Time: 1777.67 ms [2022-02-17 11:41:16 main:574] : INFO : Epoch 1682 | loss: 0.0311807 | val_loss: 0.0311779 | Time: 1763.95 ms [2022-02-17 11:41:18 main:574] : INFO : Epoch 1683 | loss: 0.0311805 | val_loss: 0.0311789 | Time: 1793.88 ms [2022-02-17 11:41:20 main:574] : INFO : Epoch 1684 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 1786.9 ms [2022-02-17 11:41:21 main:574] : INFO : Epoch 1685 | loss: 0.0311821 | val_loss: 0.0311785 | Time: 1767.38 ms [2022-02-17 11:41:23 main:574] : INFO : Epoch 1686 | loss: 0.0311799 | val_loss: 0.0311789 | Time: 1742.38 ms [2022-02-17 11:41:25 main:574] : INFO : Epoch 1687 | loss: 0.0311789 | val_loss: 0.0311779 | Time: 1750.87 ms [2022-02-17 11:41:27 main:574] : INFO : Epoch 1688 | loss: 0.0311776 | val_loss: 0.0311767 | Time: 1825.53 ms [2022-02-17 11:41:29 main:574] : INFO : Epoch 1689 | loss: 0.0311763 | val_loss: 0.0311778 | Time: 1760.74 ms [2022-02-17 11:41:30 main:574] : INFO : Epoch 1690 | loss: 0.0311769 | val_loss: 0.031179 | Time: 1769.87 ms [2022-02-17 11:41:32 main:574] : INFO : Epoch 1691 | loss: 0.0311764 | val_loss: 0.0311769 | Time: 1783.67 ms [2022-02-17 11:41:34 main:574] : INFO : Epoch 1692 | loss: 0.0311749 | val_loss: 0.0311753 | Time: 1769.03 ms [2022-02-17 11:41:36 main:574] : INFO : Epoch 1693 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 1803.98 ms [2022-02-17 11:41:38 main:574] : INFO : Epoch 1694 | loss: 0.0311756 | val_loss: 0.0311755 | Time: 1789.81 ms [2022-02-17 11:41:39 main:574] : INFO : Epoch 1695 | loss: 0.0311745 | val_loss: 0.0311741 | Time: 1771.42 ms [2022-02-17 11:41:41 main:574] : INFO : Epoch 1696 | loss: 0.0311732 | val_loss: 0.0311731 | Time: 1754.64 ms [2022-02-17 11:41:43 main:574] : INFO : Epoch 1697 | loss: 0.0311746 | val_loss: 0.0311798 | Time: 1786.76 ms [2022-02-17 11:41:45 main:574] : INFO : Epoch 1698 | loss: 0.0311759 | val_loss: 0.0311743 | Time: 1834.76 ms [2022-02-17 11:41:47 main:574] : INFO : Epoch 1699 | loss: 0.0311728 | val_loss: 0.0311749 | Time: 1768.14 ms [2022-02-17 11:41:48 main:574] : INFO : Epoch 1700 | loss: 0.0311724 | val_loss: 0.0311762 | Time: 1781.83 ms [2022-02-17 11:41:50 main:574] : INFO : Epoch 1701 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 1779.05 ms [2022-02-17 11:41:52 main:574] : INFO : Epoch 1702 | loss: 0.0311731 | val_loss: 0.031175 | Time: 1987.11 ms [2022-02-17 11:41:54 main:574] : INFO : Epoch 1703 | loss: 0.031173 | val_loss: 0.0311766 | Time: 1976.66 ms [2022-02-17 11:41:56 main:574] : INFO : Epoch 1704 | loss: 0.031171 | val_loss: 0.0311753 | Time: 1865 ms [2022-02-17 11:41:58 main:574] : INFO : Epoch 1705 | loss: 0.0311719 | val_loss: 0.0311761 | Time: 1765.66 ms [2022-02-17 11:42:00 main:574] : INFO : Epoch 1706 | loss: 0.0311726 | val_loss: 0.031176 | Time: 1753.03 ms [2022-02-17 11:42:01 main:574] : INFO : Epoch 1707 | loss: 0.0311721 | val_loss: 0.0311725 | Time: 1783.23 ms [2022-02-17 11:42:03 main:574] : INFO : Epoch 1708 | loss: 0.0311749 | val_loss: 0.0311776 | Time: 1765.55 ms [2022-02-17 11:42:05 main:574] : INFO : Epoch 1709 | loss: 0.0311707 | val_loss: 0.0311726 | Time: 1798.9 ms [2022-02-17 11:42:07 main:574] : INFO : Epoch 1710 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 1830.79 ms [2022-02-17 11:42:09 main:574] : INFO : Epoch 1711 | loss: 0.0311744 | val_loss: 0.0311766 | Time: 1768.09 ms [2022-02-17 11:42:10 main:574] : INFO : Epoch 1712 | loss: 0.0311715 | val_loss: 0.0311734 | Time: 1758.43 ms [2022-02-17 11:42:12 main:574] : INFO : Epoch 1713 | loss: 0.0311696 | val_loss: 0.0311742 | Time: 1784.49 ms [2022-02-17 11:42:14 main:574] : INFO : Epoch 1714 | loss: 0.0311688 | val_loss: 0.0311732 | Time: 1768.27 ms [2022-02-17 11:42:16 main:574] : INFO : Epoch 1715 | loss: 0.0311678 | val_loss: 0.0311743 | Time: 1792.21 ms [2022-02-17 11:42:17 main:574] : INFO : Epoch 1716 | loss: 0.031169 | val_loss: 0.031176 | Time: 1760.04 ms [2022-02-17 11:42:19 main:574] : INFO : Epoch 1717 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 1763.64 ms [2022-02-17 11:42:21 main:574] : INFO : Epoch 1718 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 1760.51 ms [2022-02-17 11:42:23 main:574] : INFO : Epoch 1719 | loss: 0.0311691 | val_loss: 0.031176 | Time: 1768.32 ms [2022-02-17 11:42:25 main:574] : INFO : Epoch 1720 | loss: 0.0311664 | val_loss: 0.0311733 | Time: 1806.96 ms [2022-02-17 11:42:26 main:574] : INFO : Epoch 1721 | loss: 0.0311681 | val_loss: 0.0311725 | Time: 1777.63 ms [2022-02-17 11:42:28 main:574] : INFO : Epoch 1722 | loss: 0.0311665 | val_loss: 0.0311719 | Time: 1763.47 ms [2022-02-17 11:42:30 main:574] : INFO : Epoch 1723 | loss: 0.0311675 | val_loss: 0.0311719 | Time: 1744.61 ms [2022-02-17 11:42:32 main:574] : INFO : Epoch 1724 | loss: 0.0311694 | val_loss: 0.0311796 | Time: 1963.44 ms [2022-02-17 11:42:34 main:574] : INFO : Epoch 1725 | loss: 0.0311733 | val_loss: 0.0311859 | Time: 2174.66 ms [2022-02-17 11:42:36 main:574] : INFO : Epoch 1726 | loss: 0.0311761 | val_loss: 0.0311726 | Time: 1824.24 ms [2022-02-17 11:42:38 main:574] : INFO : Epoch 1727 | loss: 0.0311728 | val_loss: 0.0311702 | Time: 1813.24 ms [2022-02-17 11:42:39 main:574] : INFO : Epoch 1728 | loss: 0.0311706 | val_loss: 0.0311703 | Time: 1717.58 ms [2022-02-17 11:42:41 main:574] : INFO : Epoch 1729 | loss: 0.0311698 | val_loss: 0.0311705 | Time: 1769.65 ms [2022-02-17 11:42:43 main:574] : INFO : Epoch 1730 | loss: 0.0311697 | val_loss: 0.0311723 | Time: 2225.75 ms [2022-02-17 11:42:45 main:574] : INFO : Epoch 1731 | loss: 0.0311693 | val_loss: 0.0311707 | Time: 1827.43 ms [2022-02-17 11:42:47 main:574] : INFO : Epoch 1732 | loss: 0.0311678 | val_loss: 0.0311723 | Time: 1919.77 ms [2022-02-17 11:42:49 main:574] : INFO : Epoch 1733 | loss: 0.0311708 | val_loss: 0.0311716 | Time: 2063.91 ms [2022-02-17 11:42:51 main:574] : INFO : Epoch 1734 | loss: 0.0311669 | val_loss: 0.0311699 | Time: 1788.13 ms [2022-02-17 11:42:53 main:574] : INFO : Epoch 1735 | loss: 0.0311668 | val_loss: 0.0311682 | Time: 1692.47 ms [2022-02-17 11:42:55 main:574] : INFO : Epoch 1736 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 1799.52 ms [2022-02-17 11:42:56 main:574] : INFO : Epoch 1737 | loss: 0.0311818 | val_loss: 0.0311816 | Time: 1724.63 ms [2022-02-17 11:42:58 main:574] : INFO : Epoch 1738 | loss: 0.0311784 | val_loss: 0.0311764 | Time: 1712.27 ms [2022-02-17 11:43:00 main:574] : INFO : Epoch 1739 | loss: 0.0311771 | val_loss: 0.0311763 | Time: 1719.62 ms [2022-02-17 11:43:02 main:574] : INFO : Epoch 1740 | loss: 0.0311763 | val_loss: 0.0311751 | Time: 1683.92 ms [2022-02-17 11:43:03 main:574] : INFO : Epoch 1741 | loss: 0.0311742 | val_loss: 0.0311722 | Time: 1677.24 ms [2022-02-17 11:43:05 main:574] : INFO : Epoch 1742 | loss: 0.031178 | val_loss: 0.0311753 | Time: 1728.34 ms [2022-02-17 11:43:07 main:574] : INFO : Epoch 1743 | loss: 0.0311788 | val_loss: 0.0311769 | Time: 1726.79 ms [2022-02-17 11:43:08 main:574] : INFO : Epoch 1744 | loss: 0.0311767 | val_loss: 0.0311772 | Time: 1738.84 ms [2022-02-17 11:43:10 main:574] : INFO : Epoch 1745 | loss: 0.0311756 | val_loss: 0.0311754 | Time: 1762.45 ms [2022-02-17 11:43:12 main:574] : INFO : Epoch 1746 | loss: 0.0311731 | val_loss: 0.0311758 | Time: 1712.97 ms [2022-02-17 11:43:14 main:574] : INFO : Epoch 1747 | loss: 0.0311726 | val_loss: 0.0311759 | Time: 1710.16 ms [2022-02-17 11:43:15 main:574] : INFO : Epoch 1748 | loss: 0.0311724 | val_loss: 0.0311725 | Time: 1776.1 ms [2022-02-17 11:43:17 main:574] : INFO : Epoch 1749 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 1687.9 ms [2022-02-17 11:43:19 main:574] : INFO : Epoch 1750 | loss: 0.0311709 | val_loss: 0.031177 | Time: 1757.64 ms [2022-02-17 11:43:21 main:574] : INFO : Epoch 1751 | loss: 0.0311694 | val_loss: 0.0311761 | Time: 1693 ms [2022-02-17 11:43:22 main:574] : INFO : Epoch 1752 | loss: 0.0311687 | val_loss: 0.0311752 | Time: 1723.56 ms [2022-02-17 11:43:24 main:574] : INFO : Epoch 1753 | loss: 0.031167 | val_loss: 0.031179 | Time: 1710.42 ms [2022-02-17 11:43:26 main:574] : INFO : Epoch 1754 | loss: 0.0311671 | val_loss: 0.0311756 | Time: 1688.79 ms [2022-02-17 11:43:27 main:574] : INFO : Epoch 1755 | loss: 0.0311663 | val_loss: 0.0311751 | Time: 1693.76 ms [2022-02-17 11:43:29 main:574] : INFO : Epoch 1756 | loss: 0.0311661 | val_loss: 0.0311767 | Time: 1690.86 ms [2022-02-17 11:43:31 main:574] : INFO : Epoch 1757 | loss: 0.0311658 | val_loss: 0.0311733 | Time: 1726.17 ms [2022-02-17 11:43:33 main:574] : INFO : Epoch 1758 | loss: 0.0311653 | val_loss: 0.0311739 | Time: 1711.6 ms [2022-02-17 11:43:34 main:574] : INFO : Epoch 1759 | loss: 0.0311653 | val_loss: 0.0311739 | Time: 1698.67 ms [2022-02-17 11:43:36 main:574] : INFO : Epoch 1760 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 1693.26 ms [2022-02-17 11:43:38 main:574] : INFO : Epoch 1761 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 1731.57 ms [2022-02-17 11:43:40 main:574] : INFO : Epoch 1762 | loss: 0.0311656 | val_loss: 0.0311755 | Time: 1692.46 ms [2022-02-17 11:43:41 main:574] : INFO : Epoch 1763 | loss: 0.0311644 | val_loss: 0.0311728 | Time: 1687.17 ms [2022-02-17 11:43:43 main:574] : INFO : Epoch 1764 | loss: 0.0311655 | val_loss: 0.0311756 | Time: 1690.66 ms [2022-02-17 11:43:45 main:574] : INFO : Epoch 1765 | loss: 0.0311636 | val_loss: 0.0311733 | Time: 1697.8 ms [2022-02-17 11:43:46 main:574] : INFO : Epoch 1766 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 1721.14 ms [2022-02-17 11:43:48 main:574] : INFO : Epoch 1767 | loss: 0.0311632 | val_loss: 0.0311741 | Time: 1700 ms [2022-02-17 11:43:50 main:574] : INFO : Epoch 1768 | loss: 0.0311685 | val_loss: 0.0311748 | Time: 1685.98 ms [2022-02-17 11:43:51 main:574] : INFO : Epoch 1769 | loss: 0.0311665 | val_loss: 0.0311733 | Time: 1698.85 ms [2022-02-17 11:43:53 main:574] : INFO : Epoch 1770 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 1753.69 ms [2022-02-17 11:43:55 main:574] : INFO : Epoch 1771 | loss: 0.0311669 | val_loss: 0.0311751 | Time: 1692.33 ms [2022-02-17 11:43:57 main:574] : INFO : Epoch 1772 | loss: 0.0311699 | val_loss: 0.0311748 | Time: 1692.71 ms [2022-02-17 11:43:58 main:574] : INFO : Epoch 1773 | loss: 0.0311671 | val_loss: 0.031184 | Time: 1690.37 ms [2022-02-17 11:44:00 main:574] : INFO : Epoch 1774 | loss: 0.0311735 | val_loss: 0.0311808 | Time: 1694.78 ms [2022-02-17 11:44:02 main:574] : INFO : Epoch 1775 | loss: 0.0311726 | val_loss: 0.031172 | Time: 1737.61 ms [2022-02-17 11:44:04 main:574] : INFO : Epoch 1776 | loss: 0.0311694 | val_loss: 0.0311725 | Time: 1689.66 ms [2022-02-17 11:44:05 main:574] : INFO : Epoch 1777 | loss: 0.0311669 | val_loss: 0.0311797 | Time: 1686.74 ms [2022-02-17 11:44:07 main:574] : INFO : Epoch 1778 | loss: 0.031168 | val_loss: 0.0311742 | Time: 1688.64 ms [2022-02-17 11:44:09 main:574] : INFO : Epoch 1779 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 1685.43 ms [2022-02-17 11:44:10 main:574] : INFO : Epoch 1780 | loss: 0.0311672 | val_loss: 0.0311747 | Time: 1726.14 ms [2022-02-17 11:44:12 main:574] : INFO : Epoch 1781 | loss: 0.0311656 | val_loss: 0.0311737 | Time: 1702.79 ms [2022-02-17 11:44:14 main:574] : INFO : Epoch 1782 | loss: 0.0311625 | val_loss: 0.0311758 | Time: 1696.76 ms [2022-02-17 11:44:15 main:574] : INFO : Epoch 1783 | loss: 0.0311624 | val_loss: 0.0311746 | Time: 1695.79 ms [2022-02-17 11:44:17 main:574] : INFO : Epoch 1784 | loss: 0.0311637 | val_loss: 0.0311745 | Time: 1732.96 ms [2022-02-17 11:44:19 main:574] : INFO : Epoch 1785 | loss: 0.0311618 | val_loss: 0.0311758 | Time: 1691.12 ms [2022-02-17 11:44:21 main:574] : INFO : Epoch 1786 | loss: 0.0311617 | val_loss: 0.0311744 | Time: 1691.22 ms [2022-02-17 11:44:22 main:574] : INFO : Epoch 1787 | loss: 0.0311622 | val_loss: 0.0311738 | Time: 1699.92 ms [2022-02-17 11:44:24 main:574] : INFO : Epoch 1788 | loss: 0.0311632 | val_loss: 0.0311778 | Time: 1691.89 ms [2022-02-17 11:44:26 main:574] : INFO : Epoch 1789 | loss: 0.0311625 | val_loss: 0.0311747 | Time: 1731.74 ms [2022-02-17 11:44:27 main:574] : INFO : Epoch 1790 | loss: 0.0311646 | val_loss: 0.0311737 | Time: 1691.9 ms [2022-02-17 11:44:29 main:574] : INFO : Epoch 1791 | loss: 0.0311653 | val_loss: 0.0311832 | Time: 1700.7 ms [2022-02-17 11:44:31 main:574] : INFO : Epoch 1792 | loss: 0.0311641 | val_loss: 0.0311751 | Time: 1708.37 ms [2022-02-17 11:44:33 main:574] : INFO : Epoch 1793 | loss: 0.0311599 | val_loss: 0.031174 | Time: 1741.25 ms [2022-02-17 11:44:34 main:574] : INFO : Epoch 1794 | loss: 0.0311626 | val_loss: 0.0311726 | Time: 1712.14 ms [2022-02-17 11:44:36 main:574] : INFO : Epoch 1795 | loss: 0.0311604 | val_loss: 0.031173 | Time: 1704.03 ms [2022-02-17 11:44:38 main:574] : INFO : Epoch 1796 | loss: 0.0311601 | val_loss: 0.0311777 | Time: 1705.78 ms [2022-02-17 11:44:40 main:574] : INFO : Epoch 1797 | loss: 0.0311612 | val_loss: 0.0311736 | Time: 1714.1 ms [2022-02-17 11:44:41 main:574] : INFO : Epoch 1798 | loss: 0.0311598 | val_loss: 0.0311734 | Time: 1732.13 ms [2022-02-17 11:44:43 main:574] : INFO : Epoch 1799 | loss: 0.0311593 | val_loss: 0.0311772 | Time: 1695.35 ms [2022-02-17 11:44:45 main:574] : INFO : Epoch 1800 | loss: 0.0311597 | val_loss: 0.0311763 | Time: 1695.2 ms [2022-02-17 11:44:46 main:574] : INFO : Epoch 1801 | loss: 0.0311587 | val_loss: 0.0311767 | Time: 1692.1 ms [2022-02-17 11:44:48 main:574] : INFO : Epoch 1802 | loss: 0.0311584 | val_loss: 0.031177 | Time: 1721.25 ms [2022-02-17 11:44:50 main:574] : INFO : Epoch 1803 | loss: 0.0311655 | val_loss: 0.0311757 | Time: 1696.5 ms [2022-02-17 11:44:52 main:574] : INFO : Epoch 1804 | loss: 0.0311718 | val_loss: 0.0311708 | Time: 1690.1 ms [2022-02-17 11:44:53 main:574] : INFO : Epoch 1805 | loss: 0.0311713 | val_loss: 0.0311706 | Time: 1689.23 ms [2022-02-17 11:44:55 main:574] : INFO : Epoch 1806 | loss: 0.0311687 | val_loss: 0.0311749 | Time: 1695.42 ms [2022-02-17 11:44:57 main:574] : INFO : Epoch 1807 | loss: 0.0311678 | val_loss: 0.031174 | Time: 1741.06 ms [2022-02-17 11:44:58 main:574] : INFO : Epoch 1808 | loss: 0.0311732 | val_loss: 0.0311738 | Time: 1697.55 ms [2022-02-17 11:45:00 main:574] : INFO : Epoch 1809 | loss: 0.0311729 | val_loss: 0.0311763 | Time: 1696.57 ms [2022-02-17 11:45:02 main:574] : INFO : Epoch 1810 | loss: 0.0311653 | val_loss: 0.0311747 | Time: 1687.87 ms [2022-02-17 11:45:04 main:574] : INFO : Epoch 1811 | loss: 0.0311646 | val_loss: 0.0311723 | Time: 1753.06 ms [2022-02-17 11:45:05 main:574] : INFO : Epoch 1812 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 1692.1 ms [2022-02-17 11:45:07 main:574] : INFO : Epoch 1813 | loss: 0.0311636 | val_loss: 0.0311729 | Time: 1686.22 ms [2022-02-17 11:45:09 main:574] : INFO : Epoch 1814 | loss: 0.0311629 | val_loss: 0.0311746 | Time: 1699.45 ms [2022-02-17 11:45:10 main:574] : INFO : Epoch 1815 | loss: 0.0311649 | val_loss: 0.0311791 | Time: 1690.8 ms [2022-02-17 11:45:12 main:574] : INFO : Epoch 1816 | loss: 0.0311662 | val_loss: 0.0311755 | Time: 1726.87 ms [2022-02-17 11:45:14 main:574] : INFO : Epoch 1817 | loss: 0.0311636 | val_loss: 0.0311776 | Time: 1691.19 ms [2022-02-17 11:45:16 main:574] : INFO : Epoch 1818 | loss: 0.0311636 | val_loss: 0.0311732 | Time: 1695.89 ms [2022-02-17 11:45:17 main:574] : INFO : Epoch 1819 | loss: 0.0311621 | val_loss: 0.0311758 | Time: 1689.82 ms [2022-02-17 11:45:19 main:574] : INFO : Epoch 1820 | loss: 0.0311622 | val_loss: 0.0311748 | Time: 1690.63 ms [2022-02-17 11:45:21 main:574] : INFO : Epoch 1821 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 1730.48 ms [2022-02-17 11:45:22 main:574] : INFO : Epoch 1822 | loss: 0.0311639 | val_loss: 0.031178 | Time: 1687.04 ms [2022-02-17 11:45:24 main:574] : INFO : Epoch 1823 | loss: 0.0311624 | val_loss: 0.0311776 | Time: 1688.92 ms [2022-02-17 11:45:26 main:574] : INFO : Epoch 1824 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 1690.24 ms [2022-02-17 11:45:28 main:574] : INFO : Epoch 1825 | loss: 0.0311641 | val_loss: 0.0311745 | Time: 1727.08 ms [2022-02-17 11:45:29 main:574] : INFO : Epoch 1826 | loss: 0.0311612 | val_loss: 0.0311761 | Time: 1691.84 ms [2022-02-17 11:45:31 main:574] : INFO : Epoch 1827 | loss: 0.0311679 | val_loss: 0.0311829 | Time: 1683.06 ms [2022-02-17 11:45:33 main:574] : INFO : Epoch 1828 | loss: 0.0311678 | val_loss: 0.0311781 | Time: 1699.34 ms [2022-02-17 11:45:34 main:574] : INFO : Epoch 1829 | loss: 0.0311676 | val_loss: 0.0311743 | Time: 1685.18 ms [2022-02-17 11:45:36 main:574] : INFO : Epoch 1830 | loss: 0.0311635 | val_loss: 0.0311792 | Time: 1734.61 ms [2022-02-17 11:45:38 main:574] : INFO : Epoch 1831 | loss: 0.0311639 | val_loss: 0.0311735 | Time: 1685.99 ms [2022-02-17 11:45:39 main:574] : INFO : Epoch 1832 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 1685.02 ms [2022-02-17 11:45:41 main:574] : INFO : Epoch 1833 | loss: 0.0311615 | val_loss: 0.031173 | Time: 1684.06 ms [2022-02-17 11:45:43 main:574] : INFO : Epoch 1834 | loss: 0.0311607 | val_loss: 0.0311738 | Time: 1687.55 ms [2022-02-17 11:45:45 main:574] : INFO : Epoch 1835 | loss: 0.0311616 | val_loss: 0.0311762 | Time: 1739.73 ms [2022-02-17 11:45:46 main:574] : INFO : Epoch 1836 | loss: 0.0311594 | val_loss: 0.0311741 | Time: 1690.01 ms [2022-02-17 11:45:48 main:574] : INFO : Epoch 1837 | loss: 0.0311598 | val_loss: 0.0311752 | Time: 1691.73 ms [2022-02-17 11:45:50 main:574] : INFO : Epoch 1838 | loss: 0.0311604 | val_loss: 0.0311747 | Time: 1681.54 ms [2022-02-17 11:45:51 main:574] : INFO : Epoch 1839 | loss: 0.0311617 | val_loss: 0.0311773 | Time: 1735.96 ms [2022-02-17 11:45:53 main:574] : INFO : Epoch 1840 | loss: 0.0311629 | val_loss: 0.0311738 | Time: 1695.29 ms [2022-02-17 11:45:55 main:574] : INFO : Epoch 1841 | loss: 0.0311628 | val_loss: 0.0311755 | Time: 1679.44 ms [2022-02-17 11:45:57 main:574] : INFO : Epoch 1842 | loss: 0.0311628 | val_loss: 0.0311749 | Time: 1698.89 ms [2022-02-17 11:45:58 main:574] : INFO : Epoch 1843 | loss: 0.0311632 | val_loss: 0.0311729 | Time: 1692.12 ms [2022-02-17 11:46:00 main:574] : INFO : Epoch 1844 | loss: 0.0311614 | val_loss: 0.0311814 | Time: 1737.85 ms [2022-02-17 11:46:02 main:574] : INFO : Epoch 1845 | loss: 0.0311626 | val_loss: 0.0311741 | Time: 1688.83 ms [2022-02-17 11:46:03 main:574] : INFO : Epoch 1846 | loss: 0.0311599 | val_loss: 0.0311736 | Time: 1698.72 ms [2022-02-17 11:46:05 main:574] : INFO : Epoch 1847 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 1683.67 ms [2022-02-17 11:46:07 main:574] : INFO : Epoch 1848 | loss: 0.0311635 | val_loss: 0.0311733 | Time: 1695.63 ms [2022-02-17 11:46:09 main:574] : INFO : Epoch 1849 | loss: 0.0311618 | val_loss: 0.0311709 | Time: 1726.52 ms [2022-02-17 11:46:10 main:574] : INFO : Epoch 1850 | loss: 0.0311623 | val_loss: 0.0311764 | Time: 1694.87 ms [2022-02-17 11:46:12 main:574] : INFO : Epoch 1851 | loss: 0.0311638 | val_loss: 0.0311742 | Time: 1691.89 ms [2022-02-17 11:46:14 main:574] : INFO : Epoch 1852 | loss: 0.0311613 | val_loss: 0.0311746 | Time: 1696.73 ms [2022-02-17 11:46:15 main:574] : INFO : Epoch 1853 | loss: 0.03116 | val_loss: 0.0311702 | Time: 1714.85 ms [2022-02-17 11:46:17 main:574] : INFO : Epoch 1854 | loss: 0.0311589 | val_loss: 0.0311723 | Time: 1691.01 ms [2022-02-17 11:46:19 main:574] : INFO : Epoch 1855 | loss: 0.0311601 | val_loss: 0.0311721 | Time: 1694.65 ms [2022-02-17 11:46:20 main:574] : INFO : Epoch 1856 | loss: 0.0311583 | val_loss: 0.0311736 | Time: 1689.77 ms [2022-02-17 11:46:22 main:574] : INFO : Epoch 1857 | loss: 0.0311618 | val_loss: 0.031173 | Time: 1806.07 ms [2022-02-17 11:46:24 main:574] : INFO : Epoch 1858 | loss: 0.0311639 | val_loss: 0.031174 | Time: 1780.86 ms [2022-02-17 11:46:26 main:574] : INFO : Epoch 1859 | loss: 0.0311614 | val_loss: 0.0311742 | Time: 1714.42 ms [2022-02-17 11:46:28 main:574] : INFO : Epoch 1860 | loss: 0.0311603 | val_loss: 0.0311713 | Time: 1689.36 ms [2022-02-17 11:46:29 main:574] : INFO : Epoch 1861 | loss: 0.0311609 | val_loss: 0.0311734 | Time: 1693.88 ms [2022-02-17 11:46:31 main:574] : INFO : Epoch 1862 | loss: 0.0311594 | val_loss: 0.0311728 | Time: 1733.65 ms [2022-02-17 11:46:33 main:574] : INFO : Epoch 1863 | loss: 0.0311621 | val_loss: 0.0311793 | Time: 1703.17 ms [2022-02-17 11:46:34 main:574] : INFO : Epoch 1864 | loss: 0.0311614 | val_loss: 0.0311724 | Time: 1701.37 ms [2022-02-17 11:46:36 main:574] : INFO : Epoch 1865 | loss: 0.0311592 | val_loss: 0.0311736 | Time: 1693.95 ms [2022-02-17 11:46:38 main:574] : INFO : Epoch 1866 | loss: 0.0311581 | val_loss: 0.0311751 | Time: 1744.28 ms [2022-02-17 11:46:40 main:574] : INFO : Epoch 1867 | loss: 0.0311584 | val_loss: 0.0311756 | Time: 1682.68 ms [2022-02-17 11:46:41 main:574] : INFO : Epoch 1868 | loss: 0.0311593 | val_loss: 0.0311749 | Time: 1701.4 ms [2022-02-17 11:46:43 main:574] : INFO : Epoch 1869 | loss: 0.0311578 | val_loss: 0.0311822 | Time: 1695.5 ms [2022-02-17 11:46:45 main:574] : INFO : Epoch 1870 | loss: 0.0311594 | val_loss: 0.0311777 | Time: 1706.45 ms [2022-02-17 11:46:46 main:574] : INFO : Epoch 1871 | loss: 0.0311601 | val_loss: 0.0311728 | Time: 1727.25 ms [2022-02-17 11:46:48 main:574] : INFO : Epoch 1872 | loss: 0.0311575 | val_loss: 0.0311756 | Time: 1698.46 ms [2022-02-17 11:46:50 main:574] : INFO : Epoch 1873 | loss: 0.0311568 | val_loss: 0.0311761 | Time: 1698.82 ms [2022-02-17 11:46:52 main:574] : INFO : Epoch 1874 | loss: 0.0311608 | val_loss: 0.0311797 | Time: 1702.35 ms [2022-02-17 11:46:53 main:574] : INFO : Epoch 1875 | loss: 0.0311653 | val_loss: 0.0311723 | Time: 1738.69 ms [2022-02-17 11:46:55 main:574] : INFO : Epoch 1876 | loss: 0.0311606 | val_loss: 0.031172 | Time: 1701.54 ms [2022-02-17 11:46:57 main:574] : INFO : Epoch 1877 | loss: 0.0311584 | val_loss: 0.0311748 | Time: 1702.16 ms [2022-02-17 11:46:58 main:574] : INFO : Epoch 1878 | loss: 0.0311581 | val_loss: 0.0311728 | Time: 1698.3 ms [2022-02-17 11:47:00 main:574] : INFO : Epoch 1879 | loss: 0.0311593 | val_loss: 0.0311757 | Time: 1699.4 ms [2022-02-17 11:47:02 main:574] : INFO : Epoch 1880 | loss: 0.0311588 | val_loss: 0.031174 | Time: 1726.05 ms [2022-02-17 11:47:04 main:574] : INFO : Epoch 1881 | loss: 0.0311578 | val_loss: 0.0311737 | Time: 1695.37 ms [2022-02-17 11:47:05 main:574] : INFO : Epoch 1882 | loss: 0.0311615 | val_loss: 0.0311741 | Time: 1710.79 ms [2022-02-17 11:47:07 main:574] : INFO : Epoch 1883 | loss: 0.0311615 | val_loss: 0.0311707 | Time: 1697.25 ms [2022-02-17 11:47:09 main:574] : INFO : Epoch 1884 | loss: 0.031162 | val_loss: 0.0311717 | Time: 1743.33 ms [2022-02-17 11:47:10 main:574] : INFO : Epoch 1885 | loss: 0.0311605 | val_loss: 0.0311727 | Time: 1695.85 ms [2022-02-17 11:47:12 main:574] : INFO : Epoch 1886 | loss: 0.0311595 | val_loss: 0.0311763 | Time: 1699.14 ms [2022-02-17 11:47:14 main:574] : INFO : Epoch 1887 | loss: 0.0311636 | val_loss: 0.0311792 | Time: 1697.85 ms [2022-02-17 11:47:16 main:574] : INFO : Epoch 1888 | loss: 0.0311615 | val_loss: 0.031182 | Time: 1699.37 ms [2022-02-17 11:47:17 main:574] : INFO : Epoch 1889 | loss: 0.0311599 | val_loss: 0.0311727 | Time: 1739.99 ms [2022-02-17 11:47:19 main:574] : INFO : Epoch 1890 | loss: 0.0311579 | val_loss: 0.0311745 | Time: 1702.18 ms [2022-02-17 11:47:21 main:574] : INFO : Epoch 1891 | loss: 0.0311578 | val_loss: 0.0311736 | Time: 1691.25 ms [2022-02-17 11:47:22 main:574] : INFO : Epoch 1892 | loss: 0.0311574 | val_loss: 0.0311711 | Time: 1695.82 ms [2022-02-17 11:47:24 main:574] : INFO : Epoch 1893 | loss: 0.0311569 | val_loss: 0.0311738 | Time: 1703.67 ms [2022-02-17 11:47:26 main:574] : INFO : Epoch 1894 | loss: 0.0311594 | val_loss: 0.0311712 | Time: 1756.92 ms [2022-02-17 11:47:28 main:574] : INFO : Epoch 1895 | loss: 0.0311591 | val_loss: 0.0311734 | Time: 1712.4 ms [2022-02-17 11:47:29 main:574] : INFO : Epoch 1896 | loss: 0.0311628 | val_loss: 0.0311732 | Time: 1710.82 ms [2022-02-17 11:47:31 main:574] : INFO : Epoch 1897 | loss: 0.0311673 | val_loss: 0.0311775 | Time: 1708.36 ms [2022-02-17 11:47:33 main:574] : INFO : Epoch 1898 | loss: 0.0311651 | val_loss: 0.0311733 | Time: 1742.04 ms [2022-02-17 11:47:35 main:574] : INFO : Epoch 1899 | loss: 0.0311635 | val_loss: 0.0311751 | Time: 1708.66 ms [2022-02-17 11:47:36 main:574] : INFO : Epoch 1900 | loss: 0.0311664 | val_loss: 0.0311876 | Time: 1687.36 ms [2022-02-17 11:47:38 main:574] : INFO : Epoch 1901 | loss: 0.0311655 | val_loss: 0.0311736 | Time: 1691.11 ms [2022-02-17 11:47:40 main:574] : INFO : Epoch 1902 | loss: 0.0311611 | val_loss: 0.0311727 | Time: 1696.48 ms [2022-02-17 11:47:41 main:574] : INFO : Epoch 1903 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 1739.75 ms [2022-02-17 11:47:43 main:574] : INFO : Epoch 1904 | loss: 0.0311633 | val_loss: 0.0311721 | Time: 1705.68 ms [2022-02-17 11:47:45 main:574] : INFO : Epoch 1905 | loss: 0.0311647 | val_loss: 0.0311783 | Time: 1697.11 ms [2022-02-17 11:47:47 main:574] : INFO : Epoch 1906 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 1704.88 ms [2022-02-17 11:47:48 main:574] : INFO : Epoch 1907 | loss: 0.031165 | val_loss: 0.0311735 | Time: 1744.46 ms [2022-02-17 11:47:50 main:574] : INFO : Epoch 1908 | loss: 0.0311627 | val_loss: 0.0311761 | Time: 1701.01 ms [2022-02-17 11:47:52 main:574] : INFO : Epoch 1909 | loss: 0.0311628 | val_loss: 0.0311749 | Time: 1700.05 ms [2022-02-17 11:47:53 main:574] : INFO : Epoch 1910 | loss: 0.0311623 | val_loss: 0.0311734 | Time: 1707.49 ms [2022-02-17 11:47:55 main:574] : INFO : Epoch 1911 | loss: 0.0311623 | val_loss: 0.0311704 | Time: 1707.35 ms [2022-02-17 11:47:57 main:574] : INFO : Epoch 1912 | loss: 0.0311611 | val_loss: 0.0311712 | Time: 1732.95 ms [2022-02-17 11:47:59 main:574] : INFO : Epoch 1913 | loss: 0.0311629 | val_loss: 0.0311763 | Time: 1685.66 ms [2022-02-17 11:48:00 main:574] : INFO : Epoch 1914 | loss: 0.031161 | val_loss: 0.0311697 | Time: 1697.26 ms [2022-02-17 11:48:02 main:574] : INFO : Epoch 1915 | loss: 0.0311584 | val_loss: 0.0311705 | Time: 1696.43 ms [2022-02-17 11:48:04 main:574] : INFO : Epoch 1916 | loss: 0.0311576 | val_loss: 0.0311709 | Time: 1746.42 ms [2022-02-17 11:48:06 main:574] : INFO : Epoch 1917 | loss: 0.031157 | val_loss: 0.0311722 | Time: 1692.59 ms [2022-02-17 11:48:07 main:574] : INFO : Epoch 1918 | loss: 0.0311579 | val_loss: 0.0311712 | Time: 1740.72 ms [2022-02-17 11:48:09 main:574] : INFO : Epoch 1919 | loss: 0.0311581 | val_loss: 0.0311738 | Time: 1697.99 ms [2022-02-17 11:48:11 main:574] : INFO : Epoch 1920 | loss: 0.0311592 | val_loss: 0.0311745 | Time: 1812.92 ms [2022-02-17 11:48:13 main:574] : INFO : Epoch 1921 | loss: 0.0311582 | val_loss: 0.0311732 | Time: 1803.02 ms [2022-02-17 11:48:14 main:574] : INFO : Epoch 1922 | loss: 0.0311598 | val_loss: 0.0311716 | Time: 1641.27 ms [2022-02-17 11:48:16 main:574] : INFO : Epoch 1923 | loss: 0.0311609 | val_loss: 0.0311729 | Time: 1681.51 ms [2022-02-17 11:48:18 main:574] : INFO : Epoch 1924 | loss: 0.0311599 | val_loss: 0.0311708 | Time: 1700.94 ms [2022-02-17 11:48:30 main:574] : INFO : Epoch 1925 | loss: 0.0311618 | val_loss: 0.0311881 | Time: 11975.8 ms [2022-02-17 11:48:31 main:574] : INFO : Epoch 1926 | loss: 0.0311741 | val_loss: 0.0311758 | Time: 1713.25 ms [2022-02-17 11:48:33 main:574] : INFO : Epoch 1927 | loss: 0.0311751 | val_loss: 0.031175 | Time: 1711.65 ms [2022-02-17 11:48:35 main:574] : INFO : Epoch 1928 | loss: 0.0311739 | val_loss: 0.031175 | Time: 1710.77 ms [2022-02-17 11:48:37 main:574] : INFO : Epoch 1929 | loss: 0.0311724 | val_loss: 0.0311788 | Time: 1782.77 ms [2022-02-17 11:48:38 main:574] : INFO : Epoch 1930 | loss: 0.0311722 | val_loss: 0.0311736 | Time: 1710.46 ms [2022-02-17 11:48:40 main:574] : INFO : Epoch 1931 | loss: 0.0311686 | val_loss: 0.0311731 | Time: 1706.54 ms [2022-02-17 11:48:42 main:574] : INFO : Epoch 1932 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 1701.19 ms [2022-02-17 11:48:44 main:574] : INFO : Epoch 1933 | loss: 0.0311683 | val_loss: 0.0311785 | Time: 1737.62 ms [2022-02-17 11:48:45 main:574] : INFO : Epoch 1934 | loss: 0.0311666 | val_loss: 0.0311737 | Time: 1695.16 ms [2022-02-17 11:48:47 main:574] : INFO : Epoch 1935 | loss: 0.0311649 | val_loss: 0.0311747 | Time: 1713.22 ms [2022-02-17 11:48:49 main:574] : INFO : Epoch 1936 | loss: 0.0311653 | val_loss: 0.0311753 | Time: 1694.35 ms [2022-02-17 11:48:51 main:574] : INFO : Epoch 1937 | loss: 0.0311655 | val_loss: 0.0311732 | Time: 1807.14 ms [2022-02-17 11:48:52 main:574] : INFO : Epoch 1938 | loss: 0.031165 | val_loss: 0.0311745 | Time: 1789.53 ms [2022-02-17 11:48:54 main:574] : INFO : Epoch 1939 | loss: 0.0311656 | val_loss: 0.0311746 | Time: 1909.32 ms [2022-02-17 11:48:56 main:574] : INFO : Epoch 1940 | loss: 0.0311685 | val_loss: 0.0311773 | Time: 1802.53 ms [2022-02-17 11:48:58 main:574] : INFO : Epoch 1941 | loss: 0.0311666 | val_loss: 0.0311736 | Time: 1825.63 ms [2022-02-17 11:49:00 main:574] : INFO : Epoch 1942 | loss: 0.0311657 | val_loss: 0.0311745 | Time: 1716.37 ms [2022-02-17 11:49:01 main:574] : INFO : Epoch 1943 | loss: 0.0311663 | val_loss: 0.0311751 | Time: 1851.88 ms [2022-02-17 11:49:03 main:574] : INFO : Epoch 1944 | loss: 0.0311649 | val_loss: 0.0311734 | Time: 1727.06 ms [2022-02-17 11:49:05 main:574] : INFO : Epoch 1945 | loss: 0.0311628 | val_loss: 0.0311764 | Time: 1697.77 ms [2022-02-17 11:49:07 main:574] : INFO : Epoch 1946 | loss: 0.0311626 | val_loss: 0.0311771 | Time: 1717.7 ms [2022-02-17 11:49:08 main:574] : INFO : Epoch 1947 | loss: 0.0311635 | val_loss: 0.0311806 | Time: 1696.7 ms [2022-02-17 11:49:10 main:574] : INFO : Epoch 1948 | loss: 0.0311641 | val_loss: 0.0311722 | Time: 1693.74 ms [2022-02-17 11:49:12 main:574] : INFO : Epoch 1949 | loss: 0.0311616 | val_loss: 0.031171 | Time: 1703.14 ms [2022-02-17 11:49:13 main:574] : INFO : Epoch 1950 | loss: 0.0311612 | val_loss: 0.0311721 | Time: 1685.41 ms [2022-02-17 11:49:15 main:574] : INFO : Epoch 1951 | loss: 0.0311628 | val_loss: 0.03117 | Time: 1737.96 ms [2022-02-17 11:49:17 main:574] : INFO : Epoch 1952 | loss: 0.031165 | val_loss: 0.0311732 | Time: 1897.1 ms [2022-02-17 11:49:19 main:574] : INFO : Epoch 1953 | loss: 0.0311633 | val_loss: 0.0311729 | Time: 1902.87 ms [2022-02-17 11:49:21 main:574] : INFO : Epoch 1954 | loss: 0.0311624 | val_loss: 0.0311715 | Time: 1843.69 ms [2022-02-17 11:49:23 main:574] : INFO : Epoch 1955 | loss: 0.0311599 | val_loss: 0.0311728 | Time: 1785.28 ms [2022-02-17 11:49:24 main:574] : INFO : Epoch 1956 | loss: 0.0311602 | val_loss: 0.0311702 | Time: 1702.11 ms [2022-02-17 11:49:26 main:574] : INFO : Epoch 1957 | loss: 0.0311646 | val_loss: 0.0311694 | Time: 1710.93 ms [2022-02-17 11:49:28 main:574] : INFO : Epoch 1958 | loss: 0.0311619 | val_loss: 0.0311709 | Time: 1713.24 ms [2022-02-17 11:49:30 main:574] : INFO : Epoch 1959 | loss: 0.0311606 | val_loss: 0.0311753 | Time: 1692.57 ms [2022-02-17 11:49:31 main:574] : INFO : Epoch 1960 | loss: 0.0311624 | val_loss: 0.0311698 | Time: 1695.76 ms [2022-02-17 11:49:33 main:574] : INFO : Epoch 1961 | loss: 0.0311637 | val_loss: 0.031172 | Time: 1705.28 ms [2022-02-17 11:49:35 main:574] : INFO : Epoch 1962 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 1707.28 ms [2022-02-17 11:49:36 main:574] : INFO : Epoch 1963 | loss: 0.0311646 | val_loss: 0.0311723 | Time: 1696.49 ms [2022-02-17 11:49:38 main:574] : INFO : Epoch 1964 | loss: 0.0311627 | val_loss: 0.0311725 | Time: 1689.93 ms [2022-02-17 11:49:40 main:574] : INFO : Epoch 1965 | loss: 0.0311602 | val_loss: 0.0311735 | Time: 1694.47 ms [2022-02-17 11:49:41 main:574] : INFO : Epoch 1966 | loss: 0.0311618 | val_loss: 0.0311688 | Time: 1692.01 ms [2022-02-17 11:49:43 main:574] : INFO : Epoch 1967 | loss: 0.0311627 | val_loss: 0.0311678 | Time: 1699.32 ms [2022-02-17 11:49:45 main:574] : INFO : Epoch 1968 | loss: 0.0311599 | val_loss: 0.0311704 | Time: 1686.37 ms [2022-02-17 11:49:47 main:574] : INFO : Epoch 1969 | loss: 0.0311622 | val_loss: 0.0311684 | Time: 1701.28 ms [2022-02-17 11:49:48 main:574] : INFO : Epoch 1970 | loss: 0.0311664 | val_loss: 0.0311856 | Time: 1690.26 ms [2022-02-17 11:49:50 main:574] : INFO : Epoch 1971 | loss: 0.0311672 | val_loss: 0.0311734 | Time: 1693.34 ms [2022-02-17 11:49:52 main:574] : INFO : Epoch 1972 | loss: 0.0313959 | val_loss: 0.0314042 | Time: 1689.69 ms [2022-02-17 11:49:53 main:574] : INFO : Epoch 1973 | loss: 0.0347391 | val_loss: 0.0321941 | Time: 1696.86 ms [2022-02-17 11:49:55 main:574] : INFO : Epoch 1974 | loss: 0.0321708 | val_loss: 0.0319642 | Time: 1694.53 ms [2022-02-17 11:49:57 main:574] : INFO : Epoch 1975 | loss: 0.0313935 | val_loss: 0.0312924 | Time: 1689.02 ms [2022-02-17 11:49:59 main:574] : INFO : Epoch 1976 | loss: 0.0312316 | val_loss: 0.0312007 | Time: 1687.82 ms [2022-02-17 11:50:00 main:574] : INFO : Epoch 1977 | loss: 0.0311879 | val_loss: 0.0311803 | Time: 1742.2 ms [2022-02-17 11:50:02 main:574] : INFO : Epoch 1978 | loss: 0.0311737 | val_loss: 0.0311777 | Time: 1683.39 ms [2022-02-17 11:50:04 main:574] : INFO : Epoch 1979 | loss: 0.0311709 | val_loss: 0.0311796 | Time: 1692.69 ms [2022-02-17 11:50:05 main:574] : INFO : Epoch 1980 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 1697.93 ms [2022-02-17 11:50:07 main:574] : INFO : Epoch 1981 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 1698.11 ms [2022-02-17 11:50:09 main:574] : INFO : Epoch 1982 | loss: 0.0311679 | val_loss: 0.0311756 | Time: 1709.89 ms [2022-02-17 11:50:11 main:574] : INFO : Epoch 1983 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 1769.26 ms [2022-02-17 11:50:12 main:574] : INFO : Epoch 1984 | loss: 0.031168 | val_loss: 0.0311714 | Time: 1729.72 ms [2022-02-17 11:50:14 main:574] : INFO : Epoch 1985 | loss: 0.0311649 | val_loss: 0.0311707 | Time: 1694.01 ms [2022-02-17 11:50:16 main:574] : INFO : Epoch 1986 | loss: 0.0311633 | val_loss: 0.0311704 | Time: 1705.01 ms [2022-02-17 11:50:17 main:574] : INFO : Epoch 1987 | loss: 0.0311631 | val_loss: 0.031171 | Time: 1687.89 ms [2022-02-17 11:50:19 main:574] : INFO : Epoch 1988 | loss: 0.0311623 | val_loss: 0.0311729 | Time: 1709.94 ms [2022-02-17 11:50:21 main:574] : INFO : Epoch 1989 | loss: 0.0311618 | val_loss: 0.0311732 | Time: 1700.22 ms [2022-02-17 11:50:23 main:574] : INFO : Epoch 1990 | loss: 0.0311612 | val_loss: 0.031173 | Time: 1720.12 ms [2022-02-17 11:50:24 main:574] : INFO : Epoch 1991 | loss: 0.0311597 | val_loss: 0.0311718 | Time: 1709.9 ms [2022-02-17 11:50:26 main:574] : INFO : Epoch 1992 | loss: 0.0311592 | val_loss: 0.0311727 | Time: 1688.4 ms [2022-02-17 11:50:28 main:574] : INFO : Epoch 1993 | loss: 0.0311585 | val_loss: 0.0311733 | Time: 1723.05 ms [2022-02-17 11:50:29 main:574] : INFO : Epoch 1994 | loss: 0.0311583 | val_loss: 0.0311716 | Time: 1720.79 ms [2022-02-17 11:50:31 main:574] : INFO : Epoch 1995 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 1811.47 ms [2022-02-17 11:50:33 main:574] : INFO : Epoch 1996 | loss: 0.031161 | val_loss: 0.031175 | Time: 2110.06 ms [2022-02-17 11:50:35 main:574] : INFO : Epoch 1997 | loss: 0.0311602 | val_loss: 0.0311729 | Time: 1928.55 ms [2022-02-17 11:50:37 main:574] : INFO : Epoch 1998 | loss: 0.0311602 | val_loss: 0.031172 | Time: 1759.23 ms [2022-02-17 11:50:39 main:574] : INFO : Epoch 1999 | loss: 0.0311608 | val_loss: 0.0311701 | Time: 1737.71 ms [2022-02-17 11:50:41 main:574] : INFO : Epoch 2000 | loss: 0.0311625 | val_loss: 0.0311726 | Time: 1708.8 ms [2022-02-17 11:50:42 main:574] : INFO : Epoch 2001 | loss: 0.0311624 | val_loss: 0.0311687 | Time: 1717.42 ms [2022-02-17 11:50:44 main:574] : INFO : Epoch 2002 | loss: 0.0311611 | val_loss: 0.0311704 | Time: 1708.89 ms [2022-02-17 11:50:46 main:574] : INFO : Epoch 2003 | loss: 0.0311623 | val_loss: 0.0311694 | Time: 1729.39 ms [2022-02-17 11:50:48 main:574] : INFO : Epoch 2004 | loss: 0.0311605 | val_loss: 0.0311689 | Time: 1715.3 ms [2022-02-17 11:50:49 main:574] : INFO : Epoch 2005 | loss: 0.0311618 | val_loss: 0.0311692 | Time: 1743.68 ms [2022-02-17 11:50:51 main:574] : INFO : Epoch 2006 | loss: 0.0311623 | val_loss: 0.0311728 | Time: 1688.52 ms [2022-02-17 11:50:53 main:574] : INFO : Epoch 2007 | loss: 0.0311622 | val_loss: 0.0311696 | Time: 1738.87 ms [2022-02-17 11:50:54 main:574] : INFO : Epoch 2008 | loss: 0.0311621 | val_loss: 0.0311699 | Time: 1729.01 ms [2022-02-17 11:50:56 main:574] : INFO : Epoch 2009 | loss: 0.0311613 | val_loss: 0.0311744 | Time: 1702.42 ms [2022-02-17 11:50:58 main:574] : INFO : Epoch 2010 | loss: 0.0311602 | val_loss: 0.031169 | Time: 1698.98 ms [2022-02-17 11:51:00 main:574] : INFO : Epoch 2011 | loss: 0.0311595 | val_loss: 0.0311707 | Time: 1752.09 ms [2022-02-17 11:51:01 main:574] : INFO : Epoch 2012 | loss: 0.0311619 | val_loss: 0.031169 | Time: 1701.04 ms [2022-02-17 11:51:03 main:574] : INFO : Epoch 2013 | loss: 0.0311631 | val_loss: 0.031167 | Time: 1718.1 ms [2022-02-17 11:51:05 main:574] : INFO : Epoch 2014 | loss: 0.0311618 | val_loss: 0.0311648 | Time: 1721.87 ms [2022-02-17 11:51:07 main:574] : INFO : Epoch 2015 | loss: 0.0311598 | val_loss: 0.031164 | Time: 1722.59 ms [2022-02-17 11:51:08 main:574] : INFO : Epoch 2016 | loss: 0.0311586 | val_loss: 0.0311671 | Time: 1698.91 ms [2022-02-17 11:51:10 main:574] : INFO : Epoch 2017 | loss: 0.0311585 | val_loss: 0.0311654 | Time: 1728.42 ms [2022-02-17 11:51:12 main:574] : INFO : Epoch 2018 | loss: 0.0311573 | val_loss: 0.0311642 | Time: 1746.08 ms [2022-02-17 11:51:14 main:574] : INFO : Epoch 2019 | loss: 0.0311591 | val_loss: 0.0311667 | Time: 1980.96 ms [2022-02-17 11:51:16 main:574] : INFO : Epoch 2020 | loss: 0.0311831 | val_loss: 0.0312083 | Time: 2037.7 ms [2022-02-17 11:51:18 main:574] : INFO : Epoch 2021 | loss: 0.031207 | val_loss: 0.031213 | Time: 1954.79 ms [2022-02-17 11:51:20 main:574] : INFO : Epoch 2022 | loss: 0.0312086 | val_loss: 0.031207 | Time: 1782.02 ms [2022-02-17 11:51:22 main:574] : INFO : Epoch 2023 | loss: 0.0312059 | val_loss: 0.0312074 | Time: 1907.86 ms [2022-02-17 11:51:23 main:574] : INFO : Epoch 2024 | loss: 0.0312063 | val_loss: 0.0312101 | Time: 1789.9 ms [2022-02-17 11:51:25 main:574] : INFO : Epoch 2025 | loss: 0.0312102 | val_loss: 0.0312078 | Time: 1724.59 ms [2022-02-17 11:51:27 main:574] : INFO : Epoch 2026 | loss: 0.0312069 | val_loss: 0.0312046 | Time: 1764.16 ms [2022-02-17 11:51:29 main:574] : INFO : Epoch 2027 | loss: 0.0312032 | val_loss: 0.0312032 | Time: 1734.61 ms [2022-02-17 11:51:30 main:574] : INFO : Epoch 2028 | loss: 0.0312003 | val_loss: 0.0312012 | Time: 1893.33 ms [2022-02-17 11:51:32 main:574] : INFO : Epoch 2029 | loss: 0.0311972 | val_loss: 0.0311985 | Time: 1730.47 ms [2022-02-17 11:51:34 main:574] : INFO : Epoch 2030 | loss: 0.0311976 | val_loss: 0.0311991 | Time: 2078.75 ms [2022-02-17 11:51:36 main:574] : INFO : Epoch 2031 | loss: 0.0311961 | val_loss: 0.0311968 | Time: 1708.83 ms [2022-02-17 11:51:38 main:574] : INFO : Epoch 2032 | loss: 0.0311949 | val_loss: 0.0311953 | Time: 1716.28 ms [2022-02-17 11:51:39 main:574] : INFO : Epoch 2033 | loss: 0.0311937 | val_loss: 0.0311953 | Time: 1716.63 ms [2022-02-17 11:51:41 main:574] : INFO : Epoch 2034 | loss: 0.0311931 | val_loss: 0.031196 | Time: 1722.85 ms [2022-02-17 11:51:43 main:574] : INFO : Epoch 2035 | loss: 0.0311937 | val_loss: 0.0311939 | Time: 1746 ms [2022-02-17 11:51:45 main:574] : INFO : Epoch 2036 | loss: 0.031192 | val_loss: 0.0311928 | Time: 1708 ms [2022-02-17 11:51:46 main:574] : INFO : Epoch 2037 | loss: 0.0311918 | val_loss: 0.0311919 | Time: 1736.46 ms [2022-02-17 11:51:48 main:574] : INFO : Epoch 2038 | loss: 0.0311916 | val_loss: 0.0311918 | Time: 1705.58 ms [2022-02-17 11:51:50 main:574] : INFO : Epoch 2039 | loss: 0.0311909 | val_loss: 0.0311902 | Time: 2162.94 ms [2022-02-17 11:51:52 main:574] : INFO : Epoch 2040 | loss: 0.0311914 | val_loss: 0.0311898 | Time: 2052.92 ms [2022-02-17 11:51:55 main:574] : INFO : Epoch 2041 | loss: 0.0311911 | val_loss: 0.0311894 | Time: 2344.6 ms [2022-02-17 11:51:56 main:574] : INFO : Epoch 2042 | loss: 0.031191 | val_loss: 0.0311891 | Time: 1695.55 ms [2022-02-17 11:51:58 main:574] : INFO : Epoch 2043 | loss: 0.0311898 | val_loss: 0.0311889 | Time: 1711.62 ms [2022-02-17 11:52:00 main:574] : INFO : Epoch 2044 | loss: 0.031191 | val_loss: 0.0311923 | Time: 1693.61 ms [2022-02-17 11:52:02 main:574] : INFO : Epoch 2045 | loss: 0.0311914 | val_loss: 0.03119 | Time: 1698.28 ms [2022-02-17 11:52:03 main:574] : INFO : Epoch 2046 | loss: 0.0311891 | val_loss: 0.0311881 | Time: 1703.84 ms [2022-02-17 11:52:05 main:574] : INFO : Epoch 2047 | loss: 0.0311884 | val_loss: 0.0311882 | Time: 1731.41 ms [2022-02-17 11:52:07 main:574] : INFO : Epoch 2048 | loss: 0.0311902 | val_loss: 0.0311901 | Time: 1713.72 ms [2022-02-17 11:52:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311901 [2022-02-17 11:52:07 main:603] : INFO : Saving end state to config to file [2022-02-17 11:52:07 main:608] : INFO : Success, exiting.. 11:52:07 (15120): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)