Task 14081190
| Name | ParityModified-1647048201-31530-2-0_0 |
| Workunit | 11150003 |
| Created | 30 Mar 2022, 6:55:40 UTC |
| Sent | 6 Apr 2022, 1:31:36 UTC |
| Report deadline | 14 Apr 2022, 1:31:36 UTC |
| Received | 6 Apr 2022, 21:20:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 2 min 29 sec |
| CPU time | 59 min 54 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> ime: 1764.86 ms [2022-04-06 16:04:20 main:574] : INFO : Epoch 1542 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 1755.3 ms [2022-04-06 16:04:22 main:574] : INFO : Epoch 1543 | loss: 0.0311749 | val_loss: 0.031179 | Time: 1733.95 ms [2022-04-06 16:04:23 main:574] : INFO : Epoch 1544 | loss: 0.0311772 | val_loss: 0.0311818 | Time: 1737.28 ms [2022-04-06 16:04:25 main:574] : INFO : Epoch 1545 | loss: 0.0311752 | val_loss: 0.0311783 | Time: 1772.49 ms [2022-04-06 16:04:27 main:574] : INFO : Epoch 1546 | loss: 0.0311758 | val_loss: 0.0311755 | Time: 1738.22 ms [2022-04-06 16:04:29 main:574] : INFO : Epoch 1547 | loss: 0.0311729 | val_loss: 0.0311751 | Time: 1740.13 ms [2022-04-06 16:04:30 main:574] : INFO : Epoch 1548 | loss: 0.0311737 | val_loss: 0.0311751 | Time: 1753.07 ms [2022-04-06 16:04:32 main:574] : INFO : Epoch 1549 | loss: 0.0311713 | val_loss: 0.0311776 | Time: 1774.9 ms [2022-04-06 16:04:34 main:574] : INFO : Epoch 1550 | loss: 0.031172 | val_loss: 0.0311811 | Time: 1759.88 ms [2022-04-06 16:04:36 main:574] : INFO : Epoch 1551 | loss: 0.0311752 | val_loss: 0.0311749 | Time: 1724.73 ms [2022-04-06 16:04:37 main:574] : INFO : Epoch 1552 | loss: 0.0311721 | val_loss: 0.0311809 | Time: 1720.49 ms [2022-04-06 16:04:39 main:574] : INFO : Epoch 1553 | loss: 0.0311739 | val_loss: 0.0311852 | Time: 1784.37 ms [2022-04-06 16:04:41 main:574] : INFO : Epoch 1554 | loss: 0.0311719 | val_loss: 0.0311767 | Time: 1779.07 ms [2022-04-06 16:04:43 main:574] : INFO : Epoch 1555 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 1782.07 ms [2022-04-06 16:04:45 main:574] : INFO : Epoch 1556 | loss: 0.0311724 | val_loss: 0.0311759 | Time: 1758.29 ms [2022-04-06 16:04:46 main:574] : INFO : Epoch 1557 | loss: 0.0311694 | val_loss: 0.0311745 | Time: 1734.46 ms [2022-04-06 16:04:48 main:574] : INFO : Epoch 1558 | loss: 0.0311694 | val_loss: 0.0311766 | Time: 1756.8 ms [2022-04-06 16:04:50 main:574] : INFO : Epoch 1559 | loss: 0.0311702 | val_loss: 0.0311756 | Time: 1737.55 ms [2022-04-06 16:04:52 main:574] : INFO : Epoch 1560 | loss: 0.0311688 | val_loss: 0.0311744 | Time: 1754.7 ms [2022-04-06 16:04:53 main:574] : INFO : Epoch 1561 | loss: 0.0311702 | val_loss: 0.0311777 | Time: 1761.51 ms [2022-04-06 16:04:55 main:574] : INFO : Epoch 1562 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 1727.9 ms [2022-04-06 16:04:57 main:574] : INFO : Epoch 1563 | loss: 0.0311682 | val_loss: 0.0311759 | Time: 1799.97 ms [2022-04-06 16:04:59 main:574] : INFO : Epoch 1564 | loss: 0.0311679 | val_loss: 0.0311753 | Time: 1746.47 ms [2022-04-06 16:05:00 main:574] : INFO : Epoch 1565 | loss: 0.0311688 | val_loss: 0.0311766 | Time: 1745.36 ms [2022-04-06 16:05:02 main:574] : INFO : Epoch 1566 | loss: 0.0311685 | val_loss: 0.0311749 | Time: 1795.73 ms [2022-04-06 16:05:04 main:574] : INFO : Epoch 1567 | loss: 0.0311703 | val_loss: 0.0311772 | Time: 1776.06 ms [2022-04-06 16:05:06 main:574] : INFO : Epoch 1568 | loss: 0.0311706 | val_loss: 0.0311777 | Time: 1759.81 ms [2022-04-06 16:05:08 main:574] : INFO : Epoch 1569 | loss: 0.0311712 | val_loss: 0.0311947 | Time: 1862.2 ms [2022-04-06 16:05:09 main:574] : INFO : Epoch 1570 | loss: 0.0311729 | val_loss: 0.031176 | Time: 1765.53 ms [2022-04-06 16:05:11 main:574] : INFO : Epoch 1571 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 1786.92 ms [2022-04-06 16:05:13 main:574] : INFO : Epoch 1572 | loss: 0.0311713 | val_loss: 0.0311756 | Time: 1745.22 ms [2022-04-06 16:05:15 main:574] : INFO : Epoch 1573 | loss: 0.0311673 | val_loss: 0.0311757 | Time: 1773.33 ms [2022-04-06 16:05:16 main:574] : INFO : Epoch 1574 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 1762.12 ms [2022-04-06 16:05:18 main:574] : INFO : Epoch 1575 | loss: 0.0311681 | val_loss: 0.031188 | Time: 1801.78 ms [2022-04-06 16:05:20 main:574] : INFO : Epoch 1576 | loss: 0.0311693 | val_loss: 0.0311789 | Time: 1774.48 ms [2022-04-06 16:05:22 main:574] : INFO : Epoch 1577 | loss: 0.0311697 | val_loss: 0.0311759 | Time: 1784.77 ms [2022-04-06 16:05:24 main:574] : INFO : Epoch 1578 | loss: 0.0311661 | val_loss: 0.0311744 | Time: 1747.78 ms [2022-04-06 16:05:25 main:574] : INFO : Epoch 1579 | loss: 0.031166 | val_loss: 0.0311746 | Time: 1807.65 ms [2022-04-06 16:05:27 main:574] : INFO : Epoch 1580 | loss: 0.031166 | val_loss: 0.0311755 | Time: 1782.63 ms [2022-04-06 16:05:29 main:574] : INFO : Epoch 1581 | loss: 0.031166 | val_loss: 0.031175 | Time: 1784.16 ms [2022-04-06 16:05:31 main:574] : INFO : Epoch 1582 | loss: 0.0311659 | val_loss: 0.0311777 | Time: 1778.06 ms [2022-04-06 16:05:33 main:574] : INFO : Epoch 1583 | loss: 0.03117 | val_loss: 0.0311786 | Time: 1776.46 ms [2022-04-06 16:05:34 main:574] : INFO : Epoch 1584 | loss: 0.0311675 | val_loss: 0.0311745 | Time: 1769.98 ms [2022-04-06 16:05:36 main:574] : INFO : Epoch 1585 | loss: 0.0311664 | val_loss: 0.0311784 | Time: 1765.51 ms [2022-04-06 16:05:38 main:574] : INFO : Epoch 1586 | loss: 0.0311659 | val_loss: 0.0311753 | Time: 1794.82 ms [2022-04-06 16:05:40 main:574] : INFO : Epoch 1587 | loss: 0.0311655 | val_loss: 0.0311753 | Time: 1752.49 ms [2022-04-06 16:05:41 main:574] : INFO : Epoch 1588 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 1755.22 ms [2022-04-06 16:05:43 main:574] : INFO : Epoch 1589 | loss: 0.0311711 | val_loss: 0.0311765 | Time: 1788.58 ms [2022-04-06 16:05:45 main:574] : INFO : Epoch 1590 | loss: 0.0311722 | val_loss: 0.0311748 | Time: 1806.01 ms [2022-04-06 16:05:47 main:574] : INFO : Epoch 1591 | loss: 0.0311682 | val_loss: 0.0311731 | Time: 1757.94 ms [2022-04-06 16:05:49 main:574] : INFO : Epoch 1592 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 1789.15 ms [2022-04-06 16:05:50 main:574] : INFO : Epoch 1593 | loss: 0.0311667 | val_loss: 0.0311742 | Time: 1789.25 ms [2022-04-06 16:05:52 main:574] : INFO : Epoch 1594 | loss: 0.0311678 | val_loss: 0.031173 | Time: 1771.3 ms [2022-04-06 16:05:54 main:574] : INFO : Epoch 1595 | loss: 0.0311706 | val_loss: 0.0311739 | Time: 1777.68 ms [2022-04-06 16:05:56 main:574] : INFO : Epoch 1596 | loss: 0.0311676 | val_loss: 0.0311742 | Time: 1795.79 ms [2022-04-06 16:05:58 main:574] : INFO : Epoch 1597 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 1797.45 ms [2022-04-06 16:05:59 main:574] : INFO : Epoch 1598 | loss: 0.0311642 | val_loss: 0.0311769 | Time: 1763.95 ms [2022-04-06 16:06:01 main:574] : INFO : Epoch 1599 | loss: 0.0311652 | val_loss: 0.0311787 | Time: 1787.37 ms [2022-04-06 16:06:03 main:574] : INFO : Epoch 1600 | loss: 0.0311717 | val_loss: 0.0311799 | Time: 1793.82 ms [2022-04-06 16:06:05 main:574] : INFO : Epoch 1601 | loss: 0.0311757 | val_loss: 0.031186 | Time: 1828.5 ms [2022-04-06 16:06:06 main:574] : INFO : Epoch 1602 | loss: 0.0311742 | val_loss: 0.0311784 | Time: 1770.01 ms [2022-04-06 16:06:08 main:574] : INFO : Epoch 1603 | loss: 0.031248 | val_loss: 0.0314717 | Time: 1764.65 ms [2022-04-06 16:06:10 main:574] : INFO : Epoch 1604 | loss: 0.0446087 | val_loss: 0.0567254 | Time: 1758.84 ms [2022-04-06 16:06:12 main:574] : INFO : Epoch 1605 | loss: 0.0492219 | val_loss: 0.0344202 | Time: 1768.93 ms [2022-04-06 16:06:14 main:574] : INFO : Epoch 1606 | loss: 0.0333093 | val_loss: 0.0319889 | Time: 1812.05 ms [2022-04-06 16:06:15 main:574] : INFO : Epoch 1607 | loss: 0.031505 | val_loss: 0.0313306 | Time: 1792.37 ms [2022-04-06 16:06:17 main:574] : INFO : Epoch 1608 | loss: 0.0313055 | val_loss: 0.0312768 | Time: 1787.59 ms [2022-04-06 16:06:19 main:574] : INFO : Epoch 1609 | loss: 0.0312621 | val_loss: 0.0312566 | Time: 1778.8 ms [2022-04-06 16:06:21 main:574] : INFO : Epoch 1610 | loss: 0.0312539 | val_loss: 0.0312525 | Time: 1754 ms [2022-04-06 16:06:23 main:574] : INFO : Epoch 1611 | loss: 0.0312524 | val_loss: 0.0312515 | Time: 1774.07 ms [2022-04-06 16:06:24 main:574] : INFO : Epoch 1612 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 1778.71 ms [2022-04-06 16:06:26 main:574] : INFO : Epoch 1613 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 1796.24 ms [2022-04-06 16:06:28 main:574] : INFO : Epoch 1614 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1783.51 ms [2022-04-06 16:06:30 main:574] : INFO : Epoch 1615 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1773.13 ms [2022-04-06 16:06:32 main:574] : INFO : Epoch 1616 | loss: 0.03125 | val_loss: 0.0312492 | Time: 1815.04 ms [2022-04-06 16:06:33 main:574] : INFO : Epoch 1617 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 1798.03 ms [2022-04-06 16:06:35 main:574] : INFO : Epoch 1618 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 1772.86 ms [2022-04-06 16:06:37 main:574] : INFO : Epoch 1619 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1783.97 ms [2022-04-06 16:06:39 main:574] : INFO : Epoch 1620 | loss: 0.0312469 | val_loss: 0.031246 | Time: 1795.8 ms [2022-04-06 16:06:40 main:574] : INFO : Epoch 1621 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 1797.14 ms [2022-04-06 16:06:42 main:574] : INFO : Epoch 1622 | loss: 0.0312444 | val_loss: 0.0312436 | Time: 1783.17 ms [2022-04-06 16:06:44 main:574] : INFO : Epoch 1623 | loss: 0.031243 | val_loss: 0.0312421 | Time: 1801.69 ms [2022-04-06 16:06:46 main:574] : INFO : Epoch 1624 | loss: 0.0312414 | val_loss: 0.0312405 | Time: 1792.03 ms [2022-04-06 16:06:48 main:574] : INFO : Epoch 1625 | loss: 0.0312397 | val_loss: 0.0312388 | Time: 1798.73 ms [2022-04-06 16:06:49 main:574] : INFO : Epoch 1626 | loss: 0.031238 | val_loss: 0.0312371 | Time: 1771.77 ms [2022-04-06 16:06:51 main:574] : INFO : Epoch 1627 | loss: 0.0312363 | val_loss: 0.0312352 | Time: 1746.51 ms [2022-04-06 16:06:53 main:574] : INFO : Epoch 1628 | loss: 0.0312344 | val_loss: 0.031234 | Time: 1800.47 ms [2022-04-06 16:06:55 main:574] : INFO : Epoch 1629 | loss: 0.031232 | val_loss: 0.03123 | Time: 1791.74 ms [2022-04-06 16:06:57 main:574] : INFO : Epoch 1630 | loss: 0.0312292 | val_loss: 0.0312279 | Time: 1742.64 ms [2022-04-06 16:06:58 main:574] : INFO : Epoch 1631 | loss: 0.0312277 | val_loss: 0.0312263 | Time: 1755.08 ms [2022-04-06 16:07:00 main:574] : INFO : Epoch 1632 | loss: 0.0312261 | val_loss: 0.0312253 | Time: 1797.98 ms [2022-04-06 16:07:02 main:574] : INFO : Epoch 1633 | loss: 0.0312256 | val_loss: 0.0312239 | Time: 1844.97 ms [2022-04-06 16:07:04 main:574] : INFO : Epoch 1634 | loss: 0.0312243 | val_loss: 0.0312244 | Time: 1840.44 ms [2022-04-06 16:07:06 main:574] : INFO : Epoch 1635 | loss: 0.0312232 | val_loss: 0.0312208 | Time: 1803.79 ms [2022-04-06 16:07:07 main:574] : INFO : Epoch 1636 | loss: 0.0312208 | val_loss: 0.0312189 | Time: 1770.78 ms [2022-04-06 16:07:09 main:574] : INFO : Epoch 1637 | loss: 0.0312186 | val_loss: 0.0312162 | Time: 1775.16 ms [2022-04-06 16:07:11 main:574] : INFO : Epoch 1638 | loss: 0.0312162 | val_loss: 0.0312153 | Time: 1805.76 ms [2022-04-06 16:07:13 main:574] : INFO : Epoch 1639 | loss: 0.0312152 | val_loss: 0.0312144 | Time: 1826.9 ms [2022-04-06 16:07:15 main:574] : INFO : Epoch 1640 | loss: 0.0312146 | val_loss: 0.031212 | Time: 1766.82 ms [2022-04-06 16:07:16 main:574] : INFO : Epoch 1641 | loss: 0.0312129 | val_loss: 0.0312104 | Time: 1803.65 ms [2022-04-06 16:07:18 main:574] : INFO : Epoch 1642 | loss: 0.0312118 | val_loss: 0.0312089 | Time: 1799.08 ms [2022-04-06 16:07:20 main:574] : INFO : Epoch 1643 | loss: 0.0312107 | val_loss: 0.0312077 | Time: 1827.98 ms [2022-04-06 16:07:22 main:574] : INFO : Epoch 1644 | loss: 0.0312095 | val_loss: 0.0312066 | Time: 1784.26 ms [2022-04-06 16:07:24 main:574] : INFO : Epoch 1645 | loss: 0.0312089 | val_loss: 0.0312076 | Time: 1768.94 ms [2022-04-06 16:07:25 main:574] : INFO : Epoch 1646 | loss: 0.031208 | val_loss: 0.0312061 | Time: 1780.84 ms [2022-04-06 16:07:27 main:574] : INFO : Epoch 1647 | loss: 0.0312073 | val_loss: 0.0312057 | Time: 1770.37 ms [2022-04-06 16:07:29 main:574] : INFO : Epoch 1648 | loss: 0.031207 | val_loss: 0.0312051 | Time: 1777.5 ms [2022-04-06 16:07:31 main:574] : INFO : Epoch 1649 | loss: 0.0312066 | val_loss: 0.0312041 | Time: 1755.51 ms [2022-04-06 16:07:33 main:574] : INFO : Epoch 1650 | loss: 0.0312062 | val_loss: 0.0312041 | Time: 1785.33 ms [2022-04-06 16:07:34 main:574] : INFO : Epoch 1651 | loss: 0.0312059 | val_loss: 0.0312036 | Time: 1812.76 ms [2022-04-06 16:07:36 main:574] : INFO : Epoch 1652 | loss: 0.0312059 | val_loss: 0.0312029 | Time: 1798.88 ms [2022-04-06 16:07:38 main:574] : INFO : Epoch 1653 | loss: 0.0312062 | val_loss: 0.0312043 | Time: 1767.59 ms [2022-04-06 16:07:40 main:574] : INFO : Epoch 1654 | loss: 0.0312056 | val_loss: 0.0312032 | Time: 1784.06 ms [2022-04-06 16:07:42 main:574] : INFO : Epoch 1655 | loss: 0.031205 | val_loss: 0.0312022 | Time: 1782.88 ms [2022-04-06 16:07:43 main:574] : INFO : Epoch 1656 | loss: 0.0312051 | val_loss: 0.0312024 | Time: 1793.77 ms [2022-04-06 16:07:45 main:574] : INFO : Epoch 1657 | loss: 0.0312046 | val_loss: 0.0312047 | Time: 1744.31 ms [2022-04-06 16:07:47 main:574] : INFO : Epoch 1658 | loss: 0.031205 | val_loss: 0.0312025 | Time: 1814.57 ms [2022-04-06 16:07:49 main:574] : INFO : Epoch 1659 | loss: 0.0312043 | val_loss: 0.0312023 | Time: 1805.57 ms [2022-04-06 16:07:51 main:574] : INFO : Epoch 1660 | loss: 0.0312042 | val_loss: 0.0312024 | Time: 1790.45 ms [2022-04-06 16:07:52 main:574] : INFO : Epoch 1661 | loss: 0.0312039 | val_loss: 0.031202 | Time: 1810.93 ms [2022-04-06 16:07:54 main:574] : INFO : Epoch 1662 | loss: 0.031204 | val_loss: 0.0312017 | Time: 1764.78 ms [2022-04-06 16:07:56 main:574] : INFO : Epoch 1663 | loss: 0.031204 | val_loss: 0.0312021 | Time: 1831.98 ms [2022-04-06 16:07:58 main:574] : INFO : Epoch 1664 | loss: 0.0312039 | val_loss: 0.0312017 | Time: 1774.66 ms [2022-04-06 16:08:00 main:574] : INFO : Epoch 1665 | loss: 0.0312032 | val_loss: 0.0312018 | Time: 1779.64 ms [2022-04-06 16:08:01 main:574] : INFO : Epoch 1666 | loss: 0.0312031 | val_loss: 0.0312015 | Time: 1758.64 ms [2022-04-06 16:08:03 main:574] : INFO : Epoch 1667 | loss: 0.0312038 | val_loss: 0.0312018 | Time: 1822.36 ms [2022-04-06 16:08:05 main:574] : INFO : Epoch 1668 | loss: 0.0312032 | val_loss: 0.031203 | Time: 1783.24 ms [2022-04-06 16:08:07 main:574] : INFO : Epoch 1669 | loss: 0.0312031 | val_loss: 0.0312013 | Time: 1782.6 ms [2022-04-06 16:08:08 main:574] : INFO : Epoch 1670 | loss: 0.0312027 | val_loss: 0.0312022 | Time: 1798.31 ms [2022-04-06 16:08:10 main:574] : INFO : Epoch 1671 | loss: 0.0312029 | val_loss: 0.0312011 | Time: 1776.17 ms [2022-04-06 16:08:12 main:574] : INFO : Epoch 1672 | loss: 0.0312032 | val_loss: 0.0312017 | Time: 1775.99 ms [2022-04-06 16:08:14 main:574] : INFO : Epoch 1673 | loss: 0.0312042 | val_loss: 0.0312028 | Time: 1820.9 ms [2022-04-06 16:08:16 main:574] : INFO : Epoch 1674 | loss: 0.0312029 | val_loss: 0.0312025 | Time: 1773.09 ms [2022-04-06 16:08:17 main:574] : INFO : Epoch 1675 | loss: 0.0312026 | val_loss: 0.0312004 | Time: 1778.71 ms [2022-04-06 16:08:19 main:574] : INFO : Epoch 1676 | loss: 0.0312014 | val_loss: 0.031202 | Time: 1800.27 ms [2022-04-06 16:08:21 main:574] : INFO : Epoch 1677 | loss: 0.0312022 | val_loss: 0.0312003 | Time: 1782.56 ms [2022-04-06 16:08:23 main:574] : INFO : Epoch 1678 | loss: 0.0312013 | val_loss: 0.0312007 | Time: 1780.63 ms [2022-04-06 16:08:25 main:574] : INFO : Epoch 1679 | loss: 0.0312012 | val_loss: 0.0312 | Time: 1782.71 ms [2022-04-06 16:08:26 main:574] : INFO : Epoch 1680 | loss: 0.0312015 | val_loss: 0.0312019 | Time: 1804.06 ms [2022-04-06 16:08:28 main:574] : INFO : Epoch 1681 | loss: 0.0312016 | val_loss: 0.0312009 | Time: 1775.87 ms [2022-04-06 16:08:30 main:574] : INFO : Epoch 1682 | loss: 0.0312008 | val_loss: 0.0311999 | Time: 1776 ms [2022-04-06 16:08:32 main:574] : INFO : Epoch 1683 | loss: 0.0312007 | val_loss: 0.0312 | Time: 1800.87 ms [2022-04-06 16:08:34 main:574] : INFO : Epoch 1684 | loss: 0.0312009 | val_loss: 0.0312008 | Time: 1783.15 ms [2022-04-06 16:08:35 main:574] : INFO : Epoch 1685 | loss: 0.0312008 | val_loss: 0.0311995 | Time: 1784.12 ms [2022-04-06 16:08:37 main:574] : INFO : Epoch 1686 | loss: 0.0312007 | val_loss: 0.0311995 | Time: 1775.02 ms [2022-04-06 16:08:39 main:574] : INFO : Epoch 1687 | loss: 0.0312009 | val_loss: 0.0312004 | Time: 1793.22 ms [2022-04-06 16:08:41 main:574] : INFO : Epoch 1688 | loss: 0.0312011 | val_loss: 0.0311992 | Time: 1774.56 ms [2022-04-06 16:08:43 main:574] : INFO : Epoch 1689 | loss: 0.0312004 | val_loss: 0.0311993 | Time: 1770.78 ms [2022-04-06 16:08:44 main:574] : INFO : Epoch 1690 | loss: 0.031201 | val_loss: 0.0311991 | Time: 1773.43 ms [2022-04-06 16:08:46 main:574] : INFO : Epoch 1691 | loss: 0.0312004 | val_loss: 0.0311992 | Time: 1791.45 ms [2022-04-06 16:08:48 main:574] : INFO : Epoch 1692 | loss: 0.0312 | val_loss: 0.0311989 | Time: 1747.68 ms [2022-04-06 16:08:50 main:574] : INFO : Epoch 1693 | loss: 0.0312004 | val_loss: 0.031199 | Time: 1779.6 ms [2022-04-06 16:08:51 main:574] : INFO : Epoch 1694 | loss: 0.0311998 | val_loss: 0.0311989 | Time: 1749.15 ms [2022-04-06 16:08:53 main:574] : INFO : Epoch 1695 | loss: 0.0311994 | val_loss: 0.0311986 | Time: 1767.14 ms [2022-04-06 16:08:55 main:574] : INFO : Epoch 1696 | loss: 0.0311994 | val_loss: 0.0311991 | Time: 1791.11 ms [2022-04-06 16:08:57 main:574] : INFO : Epoch 1697 | loss: 0.0312001 | val_loss: 0.0311991 | Time: 1767.64 ms [2022-04-06 16:08:59 main:574] : INFO : Epoch 1698 | loss: 0.0311998 | val_loss: 0.0311985 | Time: 1775.33 ms [2022-04-06 16:09:00 main:574] : INFO : Epoch 1699 | loss: 0.0311998 | val_loss: 0.0311993 | Time: 1759.02 ms [2022-04-06 16:09:02 main:574] : INFO : Epoch 1700 | loss: 0.0311995 | val_loss: 0.0311998 | Time: 1773.46 ms [2022-04-06 16:09:04 main:574] : INFO : Epoch 1701 | loss: 0.0311996 | val_loss: 0.0311988 | Time: 1759.8 ms [2022-04-06 16:09:06 main:574] : INFO : Epoch 1702 | loss: 0.0311994 | val_loss: 0.0311988 | Time: 1792.02 ms [2022-04-06 16:09:07 main:574] : INFO : Epoch 1703 | loss: 0.0311992 | val_loss: 0.0311993 | Time: 1780 ms [2022-04-06 16:09:09 main:574] : INFO : Epoch 1704 | loss: 0.0311994 | val_loss: 0.0311987 | Time: 1755.1 ms [2022-04-06 16:09:11 main:574] : INFO : Epoch 1705 | loss: 0.031199 | val_loss: 0.0311986 | Time: 1773.35 ms [2022-04-06 16:09:13 main:574] : INFO : Epoch 1706 | loss: 0.0311989 | val_loss: 0.0311993 | Time: 1747.09 ms [2022-04-06 16:09:14 main:574] : INFO : Epoch 1707 | loss: 0.0311997 | val_loss: 0.0312002 | Time: 1786.51 ms [2022-04-06 16:09:16 main:574] : INFO : Epoch 1708 | loss: 0.0312008 | val_loss: 0.0311994 | Time: 1760.08 ms [2022-04-06 16:09:18 main:574] : INFO : Epoch 1709 | loss: 0.0311988 | val_loss: 0.0311994 | Time: 1797.8 ms [2022-04-06 16:09:20 main:574] : INFO : Epoch 1710 | loss: 0.0312004 | val_loss: 0.0312053 | Time: 1771.14 ms [2022-04-06 16:09:22 main:574] : INFO : Epoch 1711 | loss: 0.0311995 | val_loss: 0.0311983 | Time: 1751.8 ms [2022-04-06 16:09:23 main:574] : INFO : Epoch 1712 | loss: 0.0312001 | val_loss: 0.0312034 | Time: 1749.53 ms [2022-04-06 16:09:25 main:574] : INFO : Epoch 1713 | loss: 0.0312001 | val_loss: 0.0311995 | Time: 1769.95 ms [2022-04-06 16:09:27 main:574] : INFO : Epoch 1714 | loss: 0.0311988 | val_loss: 0.0311987 | Time: 1788.22 ms [2022-04-06 16:09:29 main:574] : INFO : Epoch 1715 | loss: 0.0311983 | val_loss: 0.0311988 | Time: 1768.9 ms [2022-04-06 16:09:30 main:574] : INFO : Epoch 1716 | loss: 0.0311987 | val_loss: 0.0311993 | Time: 1771.38 ms [2022-04-06 16:09:32 main:574] : INFO : Epoch 1717 | loss: 0.0312005 | val_loss: 0.0312049 | Time: 1789.71 ms [2022-04-06 16:09:34 main:574] : INFO : Epoch 1718 | loss: 0.0311989 | val_loss: 0.0311991 | Time: 1782.49 ms [2022-04-06 16:09:36 main:574] : INFO : Epoch 1719 | loss: 0.0311978 | val_loss: 0.0311985 | Time: 1788.4 ms [2022-04-06 16:09:38 main:574] : INFO : Epoch 1720 | loss: 0.0311977 | val_loss: 0.0311982 | Time: 1786.92 ms [2022-04-06 16:09:39 main:574] : INFO : Epoch 1721 | loss: 0.0311979 | val_loss: 0.0312 | Time: 1792.86 ms [2022-04-06 16:09:41 main:574] : INFO : Epoch 1722 | loss: 0.031199 | val_loss: 0.0311993 | Time: 1774.83 ms [2022-04-06 16:09:43 main:574] : INFO : Epoch 1723 | loss: 0.0311984 | val_loss: 0.0311995 | Time: 1774.21 ms [2022-04-06 16:09:45 main:574] : INFO : Epoch 1724 | loss: 0.0312 | val_loss: 0.0311982 | Time: 1781.41 ms [2022-04-06 16:09:47 main:574] : INFO : Epoch 1725 | loss: 0.0311987 | val_loss: 0.0311993 | Time: 1793.99 ms [2022-04-06 16:09:48 main:574] : INFO : Epoch 1726 | loss: 0.0311977 | val_loss: 0.0312013 | Time: 1801.97 ms [2022-04-06 16:09:50 main:574] : INFO : Epoch 1727 | loss: 0.031199 | val_loss: 0.0311986 | Time: 1755.47 ms [2022-04-06 16:09:52 main:574] : INFO : Epoch 1728 | loss: 0.0311992 | val_loss: 0.0311998 | Time: 1814.77 ms [2022-04-06 16:09:54 main:574] : INFO : Epoch 1729 | loss: 0.0311979 | val_loss: 0.0311985 | Time: 1787.4 ms [2022-04-06 16:09:56 main:574] : INFO : Epoch 1730 | loss: 0.0311971 | val_loss: 0.0311976 | Time: 1797.99 ms [2022-04-06 16:09:57 main:574] : INFO : Epoch 1731 | loss: 0.031197 | val_loss: 0.0311986 | Time: 1770.33 ms [2022-04-06 16:09:59 main:574] : INFO : Epoch 1732 | loss: 0.0311969 | val_loss: 0.0311992 | Time: 1785.57 ms [2022-04-06 16:10:01 main:574] : INFO : Epoch 1733 | loss: 0.0311977 | val_loss: 0.0311978 | Time: 1754.05 ms [2022-04-06 16:10:03 main:574] : INFO : Epoch 1734 | loss: 0.0311969 | val_loss: 0.0311978 | Time: 1817.08 ms [2022-04-06 16:10:05 main:574] : INFO : Epoch 1735 | loss: 0.0311974 | val_loss: 0.0312008 | Time: 1779.55 ms [2022-04-06 16:10:06 main:574] : INFO : Epoch 1736 | loss: 0.0311973 | val_loss: 0.0312004 | Time: 1753.74 ms [2022-04-06 16:10:08 main:574] : INFO : Epoch 1737 | loss: 0.0311984 | val_loss: 0.0312008 | Time: 1754.61 ms [2022-04-06 16:10:10 main:574] : INFO : Epoch 1738 | loss: 0.0311973 | val_loss: 0.0312011 | Time: 1786.81 ms [2022-04-06 16:10:12 main:574] : INFO : Epoch 1739 | loss: 0.0311982 | val_loss: 0.0312018 | Time: 1757.45 ms [2022-04-06 16:10:13 main:574] : INFO : Epoch 1740 | loss: 0.0311981 | val_loss: 0.0312001 | Time: 1760.33 ms [2022-04-06 16:10:15 main:574] : INFO : Epoch 1741 | loss: 0.0311968 | val_loss: 0.0312005 | Time: 1770.58 ms [2022-04-06 16:10:17 main:574] : INFO : Epoch 1742 | loss: 0.0311979 | val_loss: 0.0311978 | Time: 1773.1 ms [2022-04-06 16:10:19 main:574] : INFO : Epoch 1743 | loss: 0.0311979 | val_loss: 0.0312033 | Time: 1808.35 ms [2022-04-06 16:10:21 main:574] : INFO : Epoch 1744 | loss: 0.0311975 | val_loss: 0.0311975 | Time: 1774.65 ms [2022-04-06 16:10:22 main:574] : INFO : Epoch 1745 | loss: 0.0311976 | val_loss: 0.0311974 | Time: 1729.67 ms [2022-04-06 16:10:24 main:574] : INFO : Epoch 1746 | loss: 0.0311961 | val_loss: 0.0311998 | Time: 1783.89 ms [2022-04-06 16:10:26 main:574] : INFO : Epoch 1747 | loss: 0.0311973 | val_loss: 0.0311978 | Time: 1788.01 ms [2022-04-06 16:10:28 main:574] : INFO : Epoch 1748 | loss: 0.0311968 | val_loss: 0.0311981 | Time: 1792.82 ms [2022-04-06 16:10:29 main:574] : INFO : Epoch 1749 | loss: 0.0311958 | val_loss: 0.0311982 | Time: 1773.18 ms [2022-04-06 16:10:31 main:574] : INFO : Epoch 1750 | loss: 0.0311961 | val_loss: 0.0311977 | Time: 1778.85 ms [2022-04-06 16:10:33 main:574] : INFO : Epoch 1751 | loss: 0.0311964 | val_loss: 0.0311979 | Time: 1801.99 ms [2022-04-06 16:10:35 main:574] : INFO : Epoch 1752 | loss: 0.0311982 | val_loss: 0.0312062 | Time: 1811.57 ms [2022-04-06 16:10:37 main:574] : INFO : Epoch 1753 | loss: 0.031199 | val_loss: 0.031199 | Time: 1809.71 ms [2022-04-06 16:10:38 main:574] : INFO : Epoch 1754 | loss: 0.0311971 | val_loss: 0.0311982 | Time: 1810 ms [2022-04-06 16:10:40 main:574] : INFO : Epoch 1755 | loss: 0.0311968 | val_loss: 0.0312023 | Time: 1795.61 ms [2022-04-06 16:10:42 main:574] : INFO : Epoch 1756 | loss: 0.0311963 | val_loss: 0.031197 | Time: 1796.45 ms [2022-04-06 16:10:44 main:574] : INFO : Epoch 1757 | loss: 0.0311951 | val_loss: 0.0312004 | Time: 1779.58 ms [2022-04-06 16:10:46 main:574] : INFO : Epoch 1758 | loss: 0.0311955 | val_loss: 0.031201 | Time: 1749.96 ms [2022-04-06 16:10:47 main:574] : INFO : Epoch 1759 | loss: 0.0311952 | val_loss: 0.0312007 | Time: 1757.09 ms [2022-04-06 16:10:49 main:574] : INFO : Epoch 1760 | loss: 0.0311948 | val_loss: 0.0311971 | Time: 1775.44 ms [2022-04-06 16:10:51 main:574] : INFO : Epoch 1761 | loss: 0.0311946 | val_loss: 0.0311988 | Time: 1767.31 ms [2022-04-06 16:10:53 main:574] : INFO : Epoch 1762 | loss: 0.0311948 | val_loss: 0.0312007 | Time: 1780.99 ms [2022-04-06 16:10:55 main:574] : INFO : Epoch 1763 | loss: 0.0311944 | val_loss: 0.0311993 | Time: 1832.55 ms [2022-04-06 16:10:56 main:574] : INFO : Epoch 1764 | loss: 0.0311944 | val_loss: 0.031201 | Time: 1771.19 ms [2022-04-06 16:10:58 main:574] : INFO : Epoch 1765 | loss: 0.0311978 | val_loss: 0.0311992 | Time: 1786.12 ms [2022-04-06 16:11:00 main:574] : INFO : Epoch 1766 | loss: 0.0311993 | val_loss: 0.0312166 | Time: 1791.67 ms [2022-04-06 16:11:02 main:574] : INFO : Epoch 1767 | loss: 0.0312018 | val_loss: 0.031203 | Time: 1799.75 ms [2022-04-06 16:11:04 main:574] : INFO : Epoch 1768 | loss: 0.0311976 | val_loss: 0.0311975 | Time: 1789.7 ms [2022-04-06 16:11:05 main:574] : INFO : Epoch 1769 | loss: 0.0311951 | val_loss: 0.0311978 | Time: 1743.28 ms [2022-04-06 16:11:07 main:574] : INFO : Epoch 1770 | loss: 0.0311957 | val_loss: 0.0312006 | Time: 1851.5 ms [2022-04-06 16:11:09 main:574] : INFO : Epoch 1771 | loss: 0.0311946 | val_loss: 0.0311985 | Time: 1794.63 ms [2022-04-06 16:11:11 main:574] : INFO : Epoch 1772 | loss: 0.0311946 | val_loss: 0.0311985 | Time: 1784.94 ms [2022-04-06 16:11:13 main:574] : INFO : Epoch 1773 | loss: 0.0311958 | val_loss: 0.0312004 | Time: 1802.77 ms [2022-04-06 16:11:14 main:574] : INFO : Epoch 1774 | loss: 0.0311944 | val_loss: 0.0312031 | Time: 1777.67 ms [2022-04-06 16:11:16 main:574] : INFO : Epoch 1775 | loss: 0.0311976 | val_loss: 0.0312016 | Time: 1787.14 ms [2022-04-06 16:11:18 main:574] : INFO : Epoch 1776 | loss: 0.0311959 | val_loss: 0.0311981 | Time: 1787.67 ms [2022-04-06 16:11:20 main:574] : INFO : Epoch 1777 | loss: 0.0311943 | val_loss: 0.0312007 | Time: 1788.17 ms [2022-04-06 16:11:21 main:574] : INFO : Epoch 1778 | loss: 0.0311943 | val_loss: 0.0311997 | Time: 1755.14 ms [2022-04-06 16:11:23 main:574] : INFO : Epoch 1779 | loss: 0.0311933 | val_loss: 0.031201 | Time: 1800.83 ms [2022-04-06 16:11:25 main:574] : INFO : Epoch 1780 | loss: 0.0311943 | val_loss: 0.0312016 | Time: 1778.45 ms [2022-04-06 16:11:27 main:574] : INFO : Epoch 1781 | loss: 0.0311937 | val_loss: 0.031198 | Time: 1790.96 ms [2022-04-06 16:11:29 main:574] : INFO : Epoch 1782 | loss: 0.0311927 | val_loss: 0.0312 | Time: 1771.93 ms [2022-04-06 16:11:30 main:574] : INFO : Epoch 1783 | loss: 0.0311951 | val_loss: 0.0311975 | Time: 1794.44 ms [2022-04-06 16:11:32 main:574] : INFO : Epoch 1784 | loss: 0.0311931 | val_loss: 0.0311984 | Time: 1792.71 ms [2022-04-06 16:11:34 main:574] : INFO : Epoch 1785 | loss: 0.0311922 | val_loss: 0.0311988 | Time: 1755.41 ms [2022-04-06 16:11:36 main:574] : INFO : Epoch 1786 | loss: 0.0311921 | val_loss: 0.0311995 | Time: 1786.35 ms [2022-04-06 16:11:38 main:574] : INFO : Epoch 1787 | loss: 0.0311925 | val_loss: 0.0311981 | Time: 1779.82 ms [2022-04-06 16:11:39 main:574] : INFO : Epoch 1788 | loss: 0.031194 | val_loss: 0.0312055 | Time: 1817.1 ms [2022-04-06 16:11:41 main:574] : INFO : Epoch 1789 | loss: 0.0311967 | val_loss: 0.0312012 | Time: 1782.43 ms [2022-04-06 16:11:43 main:574] : INFO : Epoch 1790 | loss: 0.0311921 | val_loss: 0.0311994 | Time: 1772.71 ms [2022-04-06 16:11:45 main:574] : INFO : Epoch 1791 | loss: 0.0311938 | val_loss: 0.0311985 | Time: 1768.47 ms [2022-04-06 16:11:47 main:574] : INFO : Epoch 1792 | loss: 0.031195 | val_loss: 0.0311989 | Time: 1770.46 ms [2022-04-06 16:11:48 main:574] : INFO : Epoch 1793 | loss: 0.0311923 | val_loss: 0.0311982 | Time: 1799.44 ms [2022-04-06 16:11:50 main:574] : INFO : Epoch 1794 | loss: 0.0311946 | val_loss: 0.0311977 | Time: 1781.52 ms [2022-04-06 16:11:52 main:574] : INFO : Epoch 1795 | loss: 0.0311939 | val_loss: 0.0311967 | Time: 1828.2 ms [2022-04-06 16:11:54 main:574] : INFO : Epoch 1796 | loss: 0.0311942 | val_loss: 0.0311981 | Time: 1785.04 ms [2022-04-06 16:11:56 main:574] : INFO : Epoch 1797 | loss: 0.0311931 | val_loss: 0.0312006 | Time: 1812.26 ms [2022-04-06 16:11:57 main:574] : INFO : Epoch 1798 | loss: 0.0311932 | val_loss: 0.0311995 | Time: 1776.14 ms [2022-04-06 16:11:59 main:574] : INFO : Epoch 1799 | loss: 0.0311931 | val_loss: 0.0311971 | Time: 1801.01 ms [2022-04-06 16:12:01 main:574] : INFO : Epoch 1800 | loss: 0.0311928 | val_loss: 0.0311963 | Time: 1785.25 ms [2022-04-06 16:12:03 main:574] : INFO : Epoch 1801 | loss: 0.0311933 | val_loss: 0.0312014 | Time: 1781.13 ms [2022-04-06 16:12:05 main:574] : INFO : Epoch 1802 | loss: 0.031193 | val_loss: 0.0312 | Time: 1790.95 ms [2022-04-06 16:12:06 main:574] : INFO : Epoch 1803 | loss: 0.0311935 | val_loss: 0.0311979 | Time: 1766.75 ms [2022-04-06 16:12:08 main:574] : INFO : Epoch 1804 | loss: 0.0311922 | val_loss: 0.0311991 | Time: 1797.72 ms [2022-04-06 16:12:10 main:574] : INFO : Epoch 1805 | loss: 0.0311911 | val_loss: 0.0311985 | Time: 1814.09 ms [2022-04-06 16:12:12 main:574] : INFO : Epoch 1806 | loss: 0.0311925 | val_loss: 0.0311977 | Time: 1800.46 ms [2022-04-06 16:12:14 main:574] : INFO : Epoch 1807 | loss: 0.0311944 | val_loss: 0.0311952 | Time: 1778.14 ms [2022-04-06 16:12:15 main:574] : INFO : Epoch 1808 | loss: 0.0311962 | val_loss: 0.0311976 | Time: 1809.92 ms [2022-04-06 16:12:17 main:574] : INFO : Epoch 1809 | loss: 0.0311951 | val_loss: 0.0311958 | Time: 1755.54 ms [2022-04-06 16:12:19 main:574] : INFO : Epoch 1810 | loss: 0.0311939 | val_loss: 0.0311971 | Time: 1797.89 ms [2022-04-06 16:12:21 main:574] : INFO : Epoch 1811 | loss: 0.031193 | val_loss: 0.0311973 | Time: 1761.89 ms [2022-04-06 16:12:22 main:574] : INFO : Epoch 1812 | loss: 0.0311949 | val_loss: 0.031197 | Time: 1776.7 ms [2022-04-06 16:12:24 main:574] : INFO : Epoch 1813 | loss: 0.0311943 | val_loss: 0.0311975 | Time: 1822.26 ms [2022-04-06 16:12:26 main:574] : INFO : Epoch 1814 | loss: 0.0311936 | val_loss: 0.031196 | Time: 1761.8 ms [2022-04-06 16:12:28 main:574] : INFO : Epoch 1815 | loss: 0.0311921 | val_loss: 0.0311963 | Time: 1791.54 ms [2022-04-06 16:12:30 main:574] : INFO : Epoch 1816 | loss: 0.0311919 | val_loss: 0.0311956 | Time: 1783.59 ms [2022-04-06 16:12:31 main:574] : INFO : Epoch 1817 | loss: 0.0311949 | val_loss: 0.0312011 | Time: 1757.89 ms [2022-04-06 16:12:33 main:574] : INFO : Epoch 1818 | loss: 0.0311922 | val_loss: 0.0311971 | Time: 1791.57 ms [2022-04-06 16:12:35 main:574] : INFO : Epoch 1819 | loss: 0.0311907 | val_loss: 0.0311965 | Time: 1785.5 ms [2022-04-06 16:12:37 main:574] : INFO : Epoch 1820 | loss: 0.0311908 | val_loss: 0.0311965 | Time: 1798.16 ms [2022-04-06 16:12:39 main:574] : INFO : Epoch 1821 | loss: 0.0311921 | val_loss: 0.0311995 | Time: 1823.58 ms [2022-04-06 16:12:40 main:574] : INFO : Epoch 1822 | loss: 0.0311942 | val_loss: 0.0311965 | Time: 1781.87 ms [2022-04-06 16:12:42 main:574] : INFO : Epoch 1823 | loss: 0.0311944 | val_loss: 0.0311985 | Time: 1787.21 ms [2022-04-06 16:12:44 main:574] : INFO : Epoch 1824 | loss: 0.0311924 | val_loss: 0.031198 | Time: 1780.34 ms [2022-04-06 16:12:46 main:574] : INFO : Epoch 1825 | loss: 0.0311917 | val_loss: 0.0311961 | Time: 1774.22 ms [2022-04-06 16:12:48 main:574] : INFO : Epoch 1826 | loss: 0.0311904 | val_loss: 0.0311977 | Time: 1766.03 ms [2022-04-06 16:12:49 main:574] : INFO : Epoch 1827 | loss: 0.0311935 | val_loss: 0.0311982 | Time: 1791.39 ms [2022-04-06 16:12:51 main:574] : INFO : Epoch 1828 | loss: 0.0311921 | val_loss: 0.0311957 | Time: 1762.84 ms [2022-04-06 16:12:53 main:574] : INFO : Epoch 1829 | loss: 0.0311924 | val_loss: 0.0312047 | Time: 1800.43 ms [2022-04-06 16:12:55 main:574] : INFO : Epoch 1830 | loss: 0.0311972 | val_loss: 0.031198 | Time: 1799.21 ms [2022-04-06 16:12:56 main:574] : INFO : Epoch 1831 | loss: 0.0311953 | val_loss: 0.0311974 | Time: 1764.68 ms [2022-04-06 16:12:58 main:574] : INFO : Epoch 1832 | loss: 0.0311906 | val_loss: 0.031197 | Time: 1754.22 ms [2022-04-06 16:13:00 main:574] : INFO : Epoch 1833 | loss: 0.0311922 | val_loss: 0.0311988 | Time: 1821.08 ms [2022-04-06 16:13:02 main:574] : INFO : Epoch 1834 | loss: 0.0311915 | val_loss: 0.0311956 | Time: 1803.58 ms [2022-04-06 16:13:04 main:574] : INFO : Epoch 1835 | loss: 0.0311902 | val_loss: 0.0311963 | Time: 1769.8 ms [2022-04-06 16:13:05 main:574] : INFO : Epoch 1836 | loss: 0.0311899 | val_loss: 0.0311967 | Time: 1796.42 ms [2022-04-06 16:13:07 main:574] : INFO : Epoch 1837 | loss: 0.0311928 | val_loss: 0.0311982 | Time: 1847.01 ms [2022-04-06 16:13:09 main:574] : INFO : Epoch 1838 | loss: 0.031193 | val_loss: 0.0312031 | Time: 1757.05 ms [2022-04-06 16:13:11 main:574] : INFO : Epoch 1839 | loss: 0.0311912 | val_loss: 0.0311973 | Time: 1760.42 ms [2022-04-06 16:13:13 main:574] : INFO : Epoch 1840 | loss: 0.0311913 | val_loss: 0.0311962 | Time: 1756.2 ms [2022-04-06 16:13:14 main:574] : INFO : Epoch 1841 | loss: 0.0311898 | val_loss: 0.0311967 | Time: 1780.42 ms [2022-04-06 16:13:16 main:574] : INFO : Epoch 1842 | loss: 0.031193 | val_loss: 0.0312028 | Time: 1794.41 ms [2022-04-06 16:13:18 main:574] : INFO : Epoch 1843 | loss: 0.0311948 | val_loss: 0.0311953 | Time: 1785.25 ms [2022-04-06 16:13:20 main:574] : INFO : Epoch 1844 | loss: 0.0311925 | val_loss: 0.0311947 | Time: 1795.37 ms [2022-04-06 16:13:22 main:574] : INFO : Epoch 1845 | loss: 0.0311912 | val_loss: 0.0311949 | Time: 1802 ms [2022-04-06 16:13:23 main:574] : INFO : Epoch 1846 | loss: 0.0311911 | val_loss: 0.0311957 | Time: 1737.91 ms [2022-04-06 16:13:25 main:574] : INFO : Epoch 1847 | loss: 0.0311903 | val_loss: 0.0311946 | Time: 1783.88 ms [2022-04-06 16:13:27 main:574] : INFO : Epoch 1848 | loss: 0.0311924 | val_loss: 0.0311956 | Time: 1743.43 ms [2022-04-06 16:13:29 main:574] : INFO : Epoch 1849 | loss: 0.0311932 | val_loss: 0.0311939 | Time: 1777.48 ms [2022-04-06 16:13:30 main:574] : INFO : Epoch 1850 | loss: 0.0311933 | val_loss: 0.031193 | Time: 1789.5 ms [2022-04-06 16:13:32 main:574] : INFO : Epoch 1851 | loss: 0.031194 | val_loss: 0.031193 | Time: 1786.01 ms [2022-04-06 16:13:34 main:574] : INFO : Epoch 1852 | loss: 0.0311933 | val_loss: 0.0311961 | Time: 1788.9 ms [2022-04-06 16:13:36 main:574] : INFO : Epoch 1853 | loss: 0.0311934 | val_loss: 0.0311939 | Time: 1786.45 ms [2022-04-06 16:13:38 main:574] : INFO : Epoch 1854 | loss: 0.0311932 | val_loss: 0.0311924 | Time: 1811.68 ms [2022-04-06 16:13:39 main:574] : INFO : Epoch 1855 | loss: 0.0311929 | val_loss: 0.0311944 | Time: 1783.34 ms [2022-04-06 16:13:41 main:574] : INFO : Epoch 1856 | loss: 0.031194 | val_loss: 0.0311912 | Time: 1782.4 ms [2022-04-06 16:13:43 main:574] : INFO : Epoch 1857 | loss: 0.0311917 | val_loss: 0.0311911 | Time: 1802.48 ms [2022-04-06 16:13:45 main:574] : INFO : Epoch 1858 | loss: 0.0311912 | val_loss: 0.031192 | Time: 1933.03 ms [2022-04-06 16:13:47 main:574] : INFO : Epoch 1859 | loss: 0.03119 | val_loss: 0.031191 | Time: 1819.44 ms [2022-04-06 16:13:49 main:574] : INFO : Epoch 1860 | loss: 0.0311912 | val_loss: 0.0311917 | Time: 1778.66 ms [2022-04-06 16:13:50 main:574] : INFO : Epoch 1861 | loss: 0.0311918 | val_loss: 0.0311912 | Time: 1783.81 ms [2022-04-06 16:13:52 main:574] : INFO : Epoch 1862 | loss: 0.0311907 | val_loss: 0.031191 | Time: 1780.29 ms [2022-04-06 16:13:54 main:574] : INFO : Epoch 1863 | loss: 0.0311899 | val_loss: 0.0311911 | Time: 1774.32 ms [2022-04-06 16:13:56 main:574] : INFO : Epoch 1864 | loss: 0.0311908 | val_loss: 0.0311927 | Time: 1761.9 ms [2022-04-06 16:13:58 main:574] : INFO : Epoch 1865 | loss: 0.0311916 | val_loss: 0.0311929 | Time: 1803.85 ms [2022-04-06 16:13:59 main:574] : INFO : Epoch 1866 | loss: 0.0311912 | val_loss: 0.0311917 | Time: 1825.56 ms [2022-04-06 16:14:01 main:574] : INFO : Epoch 1867 | loss: 0.0311908 | val_loss: 0.0311954 | Time: 1798.29 ms [2022-04-06 16:14:03 main:574] : INFO : Epoch 1868 | loss: 0.0311917 | val_loss: 0.0311929 | Time: 1785.24 ms [2022-04-06 16:14:05 main:574] : INFO : Epoch 1869 | loss: 0.0311894 | val_loss: 0.0311918 | Time: 1765.8 ms [2022-04-06 16:14:07 main:574] : INFO : Epoch 1870 | loss: 0.0311897 | val_loss: 0.0311909 | Time: 1807.02 ms [2022-04-06 16:14:08 main:574] : INFO : Epoch 1871 | loss: 0.0311907 | val_loss: 0.0311903 | Time: 1776.1 ms [2022-04-06 16:14:10 main:574] : INFO : Epoch 1872 | loss: 0.031191 | val_loss: 0.031193 | Time: 1770.12 ms [2022-04-06 16:14:12 main:574] : INFO : Epoch 1873 | loss: 0.0311901 | val_loss: 0.0311901 | Time: 1791.82 ms [2022-04-06 16:14:14 main:574] : INFO : Epoch 1874 | loss: 0.0311904 | val_loss: 0.0311912 | Time: 1755.08 ms [2022-04-06 16:14:15 main:574] : INFO : Epoch 1875 | loss: 0.0311906 | val_loss: 0.0311915 | Time: 1796.58 ms [2022-04-06 16:14:17 main:574] : INFO : Epoch 1876 | loss: 0.0311908 | val_loss: 0.0311915 | Time: 1773.16 ms [2022-04-06 16:14:19 main:574] : INFO : Epoch 1877 | loss: 0.0311897 | val_loss: 0.0311911 | Time: 1772.91 ms [2022-04-06 16:14:21 main:574] : INFO : Epoch 1878 | loss: 0.031189 | val_loss: 0.0311916 | Time: 1776.28 ms [2022-04-06 16:14:23 main:574] : INFO : Epoch 1879 | loss: 0.0311898 | val_loss: 0.0311967 | Time: 1807.44 ms [2022-04-06 16:14:24 main:574] : INFO : Epoch 1880 | loss: 0.03119 | val_loss: 0.0311947 | Time: 1794.97 ms [2022-04-06 16:14:26 main:574] : INFO : Epoch 1881 | loss: 0.0311915 | val_loss: 0.0311943 | Time: 1779.15 ms [2022-04-06 16:14:28 main:574] : INFO : Epoch 1882 | loss: 0.0311936 | val_loss: 0.0311973 | Time: 1788.11 ms [2022-04-06 16:14:30 main:574] : INFO : Epoch 1883 | loss: 0.0311927 | val_loss: 0.0311907 | Time: 1782.38 ms [2022-04-06 16:14:32 main:574] : INFO : Epoch 1884 | loss: 0.031191 | val_loss: 0.0311927 | Time: 1783.69 ms [2022-04-06 16:14:33 main:574] : INFO : Epoch 1885 | loss: 0.0311911 | val_loss: 0.0311916 | Time: 1777.99 ms [2022-04-06 16:14:35 main:574] : INFO : Epoch 1886 | loss: 0.0311898 | val_loss: 0.0311897 | Time: 1787.39 ms [2022-04-06 16:14:37 main:574] : INFO : Epoch 1887 | loss: 0.0311891 | val_loss: 0.0311917 | Time: 1783.6 ms [2022-04-06 16:14:39 main:574] : INFO : Epoch 1888 | loss: 0.0311899 | val_loss: 0.0311915 | Time: 1762.39 ms [2022-04-06 16:14:41 main:574] : INFO : Epoch 1889 | loss: 0.0311907 | val_loss: 0.0311957 | Time: 1793.17 ms [2022-04-06 16:14:42 main:574] : INFO : Epoch 1890 | loss: 0.0311922 | val_loss: 0.0311913 | Time: 1790.65 ms [2022-04-06 16:14:44 main:574] : INFO : Epoch 1891 | loss: 0.0311902 | val_loss: 0.0311894 | Time: 1787.87 ms [2022-04-06 16:14:46 main:574] : INFO : Epoch 1892 | loss: 0.031192 | val_loss: 0.0311998 | Time: 1795.57 ms [2022-04-06 16:14:48 main:574] : INFO : Epoch 1893 | loss: 0.0311904 | val_loss: 0.0311906 | Time: 1748.49 ms [2022-04-06 16:14:49 main:574] : INFO : Epoch 1894 | loss: 0.0311873 | val_loss: 0.0311953 | Time: 1797.82 ms [2022-04-06 16:14:51 main:574] : INFO : Epoch 1895 | loss: 0.0311898 | val_loss: 0.0311916 | Time: 1791.57 ms [2022-04-06 16:14:53 main:574] : INFO : Epoch 1896 | loss: 0.0311876 | val_loss: 0.03119 | Time: 1778.53 ms [2022-04-06 16:14:55 main:574] : INFO : Epoch 1897 | loss: 0.0311881 | val_loss: 0.0311894 | Time: 1786.46 ms [2022-04-06 16:14:57 main:574] : INFO : Epoch 1898 | loss: 0.03119 | val_loss: 0.03119 | Time: 1806.49 ms [2022-04-06 16:14:58 main:574] : INFO : Epoch 1899 | loss: 0.0311882 | val_loss: 0.0311917 | Time: 1796.59 ms [2022-04-06 16:15:00 main:574] : INFO : Epoch 1900 | loss: 0.0311873 | val_loss: 0.0311896 | Time: 1804.76 ms [2022-04-06 16:15:02 main:574] : INFO : Epoch 1901 | loss: 0.0311867 | val_loss: 0.0311924 | Time: 1790.24 ms [2022-04-06 16:15:04 main:574] : INFO : Epoch 1902 | loss: 0.0311883 | val_loss: 0.0311919 | Time: 1771.22 ms [2022-04-06 16:15:06 main:574] : INFO : Epoch 1903 | loss: 0.0311865 | val_loss: 0.0311906 | Time: 1766.11 ms [2022-04-06 16:15:07 main:574] : INFO : Epoch 1904 | loss: 0.0311863 | val_loss: 0.0311902 | Time: 1767.65 ms [2022-04-06 16:15:09 main:574] : INFO : Epoch 1905 | loss: 0.0311863 | val_loss: 0.0311904 | Time: 1785.22 ms [2022-04-06 16:15:11 main:574] : INFO : Epoch 1906 | loss: 0.0311871 | val_loss: 0.0311905 | Time: 1777.57 ms [2022-04-06 16:15:13 main:574] : INFO : Epoch 1907 | loss: 0.0311862 | val_loss: 0.0311928 | Time: 1780.88 ms [2022-04-06 16:15:15 main:574] : INFO : Epoch 1908 | loss: 0.0311898 | val_loss: 0.0311931 | Time: 1824.16 ms [2022-04-06 16:15:16 main:574] : INFO : Epoch 1909 | loss: 0.0311882 | val_loss: 0.0311909 | Time: 1772.36 ms [2022-04-06 16:15:18 main:574] : INFO : Epoch 1910 | loss: 0.0311862 | val_loss: 0.0311946 | Time: 1768.34 ms [2022-04-06 16:15:20 main:574] : INFO : Epoch 1911 | loss: 0.0311885 | val_loss: 0.0311939 | Time: 1794.01 ms [2022-04-06 16:15:22 main:574] : INFO : Epoch 1912 | loss: 0.0311901 | val_loss: 0.0311936 | Time: 1806.62 ms [2022-04-06 16:15:24 main:574] : INFO : Epoch 1913 | loss: 0.0311866 | val_loss: 0.03119 | Time: 1821.56 ms [2022-04-06 16:15:25 main:574] : INFO : Epoch 1914 | loss: 0.0311882 | val_loss: 0.0311919 | Time: 1791.82 ms [2022-04-06 16:15:27 main:574] : INFO : Epoch 1915 | loss: 0.0311868 | val_loss: 0.0311898 | Time: 1760.68 ms [2022-04-06 16:15:29 main:574] : INFO : Epoch 1916 | loss: 0.031187 | val_loss: 0.0311898 | Time: 1744.97 ms [2022-04-06 16:15:31 main:574] : INFO : Epoch 1917 | loss: 0.0311863 | val_loss: 0.0311888 | Time: 1783.77 ms [2022-04-06 16:15:32 main:574] : INFO : Epoch 1918 | loss: 0.031187 | val_loss: 0.0311898 | Time: 1762.06 ms [2022-04-06 16:15:34 main:574] : INFO : Epoch 1919 | loss: 0.031188 | val_loss: 0.031191 | Time: 1822.35 ms [2022-04-06 16:15:36 main:574] : INFO : Epoch 1920 | loss: 0.0311869 | val_loss: 0.0311941 | Time: 1816.24 ms [2022-04-06 16:15:38 main:574] : INFO : Epoch 1921 | loss: 0.0311893 | val_loss: 0.0311946 | Time: 1784.54 ms [2022-04-06 16:15:40 main:574] : INFO : Epoch 1922 | loss: 0.0311885 | val_loss: 0.03119 | Time: 1786.08 ms [2022-04-06 16:15:42 main:574] : INFO : Epoch 1923 | loss: 0.0311864 | val_loss: 0.0311888 | Time: 1802.59 ms [2022-04-06 16:15:43 main:574] : INFO : Epoch 1924 | loss: 0.0311876 | val_loss: 0.0311887 | Time: 1783.01 ms [2022-04-06 16:15:45 main:574] : INFO : Epoch 1925 | loss: 0.0311866 | val_loss: 0.0311907 | Time: 1747.6 ms [2022-04-06 16:15:47 main:574] : INFO : Epoch 1926 | loss: 0.0311865 | val_loss: 0.0311906 | Time: 1782.47 ms [2022-04-06 16:15:49 main:574] : INFO : Epoch 1927 | loss: 0.0311853 | val_loss: 0.0311908 | Time: 1796.29 ms [2022-04-06 16:15:50 main:574] : INFO : Epoch 1928 | loss: 0.0311846 | val_loss: 0.0311902 | Time: 1772.59 ms [2022-04-06 16:15:52 main:574] : INFO : Epoch 1929 | loss: 0.0311854 | val_loss: 0.031197 | Time: 1764.2 ms [2022-04-06 16:15:54 main:574] : INFO : Epoch 1930 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 1786.53 ms [2022-04-06 16:15:56 main:574] : INFO : Epoch 1931 | loss: 0.0311865 | val_loss: 0.0311909 | Time: 1775.72 ms [2022-04-06 16:15:58 main:574] : INFO : Epoch 1932 | loss: 0.0311881 | val_loss: 0.0311881 | Time: 1789.26 ms [2022-04-06 16:15:59 main:574] : INFO : Epoch 1933 | loss: 0.0311875 | val_loss: 0.0311889 | Time: 1742.88 ms [2022-04-06 16:16:01 main:574] : INFO : Epoch 1934 | loss: 0.0311858 | val_loss: 0.0311909 | Time: 1809.99 ms [2022-04-06 16:16:03 main:574] : INFO : Epoch 1935 | loss: 0.0311898 | val_loss: 0.0311957 | Time: 1797.45 ms [2022-04-06 16:16:05 main:574] : INFO : Epoch 1936 | loss: 0.0311872 | val_loss: 0.0311908 | Time: 1772.14 ms [2022-04-06 16:16:06 main:574] : INFO : Epoch 1937 | loss: 0.0311871 | val_loss: 0.0311875 | Time: 1781.1 ms [2022-04-06 16:16:08 main:574] : INFO : Epoch 1938 | loss: 0.0311879 | val_loss: 0.0311918 | Time: 1784.66 ms [2022-04-06 16:16:10 main:574] : INFO : Epoch 1939 | loss: 0.0311857 | val_loss: 0.0311913 | Time: 1768.04 ms [2022-04-06 16:16:12 main:574] : INFO : Epoch 1940 | loss: 0.0311863 | val_loss: 0.0311881 | Time: 1766.56 ms [2022-04-06 16:16:14 main:574] : INFO : Epoch 1941 | loss: 0.0311876 | val_loss: 0.0311926 | Time: 1797.77 ms [2022-04-06 16:16:15 main:574] : INFO : Epoch 1942 | loss: 0.0311889 | val_loss: 0.0311935 | Time: 1778.4 ms [2022-04-06 16:16:17 main:574] : INFO : Epoch 1943 | loss: 0.031188 | val_loss: 0.0311901 | Time: 1780.16 ms [2022-04-06 16:16:19 main:574] : INFO : Epoch 1944 | loss: 0.0311887 | val_loss: 0.0311967 | Time: 1767.73 ms [2022-04-06 16:16:21 main:574] : INFO : Epoch 1945 | loss: 0.0311879 | val_loss: 0.0311878 | Time: 1771.58 ms [2022-04-06 16:16:23 main:574] : INFO : Epoch 1946 | loss: 0.0311858 | val_loss: 0.0311868 | Time: 1786.99 ms [2022-04-06 16:16:24 main:574] : INFO : Epoch 1947 | loss: 0.0311862 | val_loss: 0.0311869 | Time: 1785 ms [2022-04-06 16:16:26 main:574] : INFO : Epoch 1948 | loss: 0.0311862 | val_loss: 0.0311889 | Time: 1769.61 ms [2022-04-06 16:16:28 main:574] : INFO : Epoch 1949 | loss: 0.031185 | val_loss: 0.0311867 | Time: 1794.77 ms [2022-04-06 16:16:30 main:574] : INFO : Epoch 1950 | loss: 0.0311855 | val_loss: 0.03119 | Time: 1732.88 ms [2022-04-06 16:16:31 main:574] : INFO : Epoch 1951 | loss: 0.0311847 | val_loss: 0.0311876 | Time: 1799.16 ms [2022-04-06 16:16:33 main:574] : INFO : Epoch 1952 | loss: 0.0311857 | val_loss: 0.0312013 | Time: 1791.67 ms [2022-04-06 16:16:35 main:574] : INFO : Epoch 1953 | loss: 0.0311937 | val_loss: 0.0311897 | Time: 1792.51 ms [2022-04-06 16:16:37 main:574] : INFO : Epoch 1954 | loss: 0.03119 | val_loss: 0.031191 | Time: 1809.47 ms [2022-04-06 16:16:39 main:574] : INFO : Epoch 1955 | loss: 0.0311866 | val_loss: 0.0311886 | Time: 1843.13 ms [2022-04-06 16:16:40 main:574] : INFO : Epoch 1956 | loss: 0.0311874 | val_loss: 0.0311988 | Time: 1768.07 ms [2022-04-06 16:16:42 main:574] : INFO : Epoch 1957 | loss: 0.0311881 | val_loss: 0.0311928 | Time: 1777.11 ms [2022-04-06 16:16:44 main:574] : INFO : Epoch 1958 | loss: 0.031187 | val_loss: 0.0311891 | Time: 1788.62 ms [2022-04-06 16:16:46 main:574] : INFO : Epoch 1959 | loss: 0.0311853 | val_loss: 0.031189 | Time: 1776.27 ms [2022-04-06 16:16:48 main:574] : INFO : Epoch 1960 | loss: 0.0311852 | val_loss: 0.0311878 | Time: 1764.7 ms [2022-04-06 16:16:49 main:574] : INFO : Epoch 1961 | loss: 0.0311847 | val_loss: 0.0311903 | Time: 1758.3 ms [2022-04-06 16:16:51 main:574] : INFO : Epoch 1962 | loss: 0.0311867 | val_loss: 0.0311958 | Time: 1779.81 ms [2022-04-06 16:16:53 main:574] : INFO : Epoch 1963 | loss: 0.0311856 | val_loss: 0.0311889 | Time: 1755.52 ms [2022-04-06 16:16:55 main:574] : INFO : Epoch 1964 | loss: 0.0311864 | val_loss: 0.031188 | Time: 1763.11 ms [2022-04-06 16:16:56 main:574] : INFO : Epoch 1965 | loss: 0.0311855 | val_loss: 0.0311874 | Time: 1758.32 ms [2022-04-06 16:16:58 main:574] : INFO : Epoch 1966 | loss: 0.0311885 | val_loss: 0.031198 | Time: 1786.54 ms [2022-04-06 16:17:00 main:574] : INFO : Epoch 1967 | loss: 0.0311883 | val_loss: 0.0311869 | Time: 1795.8 ms [2022-04-06 16:17:02 main:574] : INFO : Epoch 1968 | loss: 0.0311863 | val_loss: 0.031188 | Time: 1792.2 ms [2022-04-06 16:17:04 main:574] : INFO : Epoch 1969 | loss: 0.0311855 | val_loss: 0.031186 | Time: 1778.9 ms [2022-04-06 16:17:05 main:574] : INFO : Epoch 1970 | loss: 0.0311859 | val_loss: 0.0311868 | Time: 1814.37 ms [2022-04-06 16:17:07 main:574] : INFO : Epoch 1971 | loss: 0.0311861 | val_loss: 0.0311893 | Time: 1794.59 ms [2022-04-06 16:17:09 main:574] : INFO : Epoch 1972 | loss: 0.0311878 | val_loss: 0.0311885 | Time: 1784.57 ms [2022-04-06 16:17:11 main:574] : INFO : Epoch 1973 | loss: 0.0311858 | val_loss: 0.0311867 | Time: 1766.75 ms [2022-04-06 16:17:13 main:574] : INFO : Epoch 1974 | loss: 0.0311863 | val_loss: 0.031187 | Time: 1771.47 ms [2022-04-06 16:17:14 main:574] : INFO : Epoch 1975 | loss: 0.0311863 | val_loss: 0.0311874 | Time: 1803.8 ms [2022-04-06 16:17:16 main:574] : INFO : Epoch 1976 | loss: 0.0311865 | val_loss: 0.0311879 | Time: 1759.87 ms [2022-04-06 16:17:18 main:574] : INFO : Epoch 1977 | loss: 0.0311866 | val_loss: 0.0311876 | Time: 1799.69 ms [2022-04-06 16:17:20 main:574] : INFO : Epoch 1978 | loss: 0.0311865 | val_loss: 0.0311917 | Time: 1781.54 ms [2022-04-06 16:17:22 main:574] : INFO : Epoch 1979 | loss: 0.0311866 | val_loss: 0.0311879 | Time: 1760.76 ms [2022-04-06 16:17:23 main:574] : INFO : Epoch 1980 | loss: 0.0311852 | val_loss: 0.0311866 | Time: 1776 ms [2022-04-06 16:17:25 main:574] : INFO : Epoch 1981 | loss: 0.0311861 | val_loss: 0.0311863 | Time: 1784.99 ms [2022-04-06 16:17:27 main:574] : INFO : Epoch 1982 | loss: 0.0311845 | val_loss: 0.0311848 | Time: 1745.66 ms [2022-04-06 16:17:29 main:574] : INFO : Epoch 1983 | loss: 0.0311846 | val_loss: 0.031193 | Time: 1787.83 ms [2022-04-06 16:17:30 main:574] : INFO : Epoch 1984 | loss: 0.0311867 | val_loss: 0.031188 | Time: 1775.11 ms [2022-04-06 16:17:32 main:574] : INFO : Epoch 1985 | loss: 0.0311851 | val_loss: 0.0311869 | Time: 1792.88 ms [2022-04-06 16:17:34 main:574] : INFO : Epoch 1986 | loss: 0.0311833 | val_loss: 0.031187 | Time: 1812.41 ms [2022-04-06 16:17:36 main:574] : INFO : Epoch 1987 | loss: 0.0311835 | val_loss: 0.0311849 | Time: 1788.19 ms [2022-04-06 16:17:38 main:574] : INFO : Epoch 1988 | loss: 0.0311844 | val_loss: 0.0311857 | Time: 1770.81 ms [2022-04-06 16:17:39 main:574] : INFO : Epoch 1989 | loss: 0.031184 | val_loss: 0.0311862 | Time: 1786.59 ms [2022-04-06 16:17:41 main:574] : INFO : Epoch 1990 | loss: 0.0311835 | val_loss: 0.0311855 | Time: 1789.8 ms [2022-04-06 16:17:43 main:574] : INFO : Epoch 1991 | loss: 0.0311874 | val_loss: 0.0311887 | Time: 1793.24 ms [2022-04-06 16:17:45 main:574] : INFO : Epoch 1992 | loss: 0.0311864 | val_loss: 0.0311881 | Time: 1780.1 ms [2022-04-06 16:17:47 main:574] : INFO : Epoch 1993 | loss: 0.0311855 | val_loss: 0.0311871 | Time: 1768.45 ms [2022-04-06 16:17:48 main:574] : INFO : Epoch 1994 | loss: 0.0311869 | val_loss: 0.0311874 | Time: 1769.75 ms [2022-04-06 16:17:50 main:574] : INFO : Epoch 1995 | loss: 0.031187 | val_loss: 0.0311983 | Time: 1755.98 ms [2022-04-06 16:17:52 main:574] : INFO : Epoch 1996 | loss: 0.0311846 | val_loss: 0.031186 | Time: 1793.89 ms [2022-04-06 16:17:54 main:574] : INFO : Epoch 1997 | loss: 0.0311837 | val_loss: 0.0311876 | Time: 1785.87 ms [2022-04-06 16:17:56 main:574] : INFO : Epoch 1998 | loss: 0.0311842 | val_loss: 0.0311869 | Time: 1766.63 ms [2022-04-06 16:17:57 main:574] : INFO : Epoch 1999 | loss: 0.0311841 | val_loss: 0.0311877 | Time: 1765.1 ms [2022-04-06 16:17:59 main:574] : INFO : Epoch 2000 | loss: 0.0311856 | val_loss: 0.0311867 | Time: 1811.93 ms [2022-04-06 16:18:01 main:574] : INFO : Epoch 2001 | loss: 0.0311827 | val_loss: 0.0311897 | Time: 1799.16 ms [2022-04-06 16:18:03 main:574] : INFO : Epoch 2002 | loss: 0.031184 | val_loss: 0.0311857 | Time: 1771.63 ms [2022-04-06 16:18:04 main:574] : INFO : Epoch 2003 | loss: 0.0311853 | val_loss: 0.0311908 | Time: 1767.84 ms [2022-04-06 16:18:06 main:574] : INFO : Epoch 2004 | loss: 0.0311902 | val_loss: 0.0311917 | Time: 1820.55 ms [2022-04-06 16:18:08 main:574] : INFO : Epoch 2005 | loss: 0.0311875 | val_loss: 0.0311882 | Time: 1777.03 ms [2022-04-06 16:18:10 main:574] : INFO : Epoch 2006 | loss: 0.0311893 | val_loss: 0.0311883 | Time: 1806.36 ms [2022-04-06 16:18:12 main:574] : INFO : Epoch 2007 | loss: 0.0311863 | val_loss: 0.0311889 | Time: 1779.37 ms [2022-04-06 16:18:13 main:574] : INFO : Epoch 2008 | loss: 0.031186 | val_loss: 0.0311882 | Time: 1786.11 ms [2022-04-06 16:18:15 main:574] : INFO : Epoch 2009 | loss: 0.0311854 | val_loss: 0.0311882 | Time: 1768.49 ms [2022-04-06 16:18:17 main:574] : INFO : Epoch 2010 | loss: 0.0311886 | val_loss: 0.0311892 | Time: 1798.87 ms [2022-04-06 16:18:19 main:574] : INFO : Epoch 2011 | loss: 0.0311858 | val_loss: 0.0311879 | Time: 1793.46 ms [2022-04-06 16:18:21 main:574] : INFO : Epoch 2012 | loss: 0.0311866 | val_loss: 0.0311895 | Time: 1810.3 ms [2022-04-06 16:18:22 main:574] : INFO : Epoch 2013 | loss: 0.0311859 | val_loss: 0.0311881 | Time: 1773.57 ms [2022-04-06 16:18:24 main:574] : INFO : Epoch 2014 | loss: 0.0311836 | val_loss: 0.0311874 | Time: 1811.44 ms [2022-04-06 16:18:26 main:574] : INFO : Epoch 2015 | loss: 0.031185 | val_loss: 0.031186 | Time: 1787.81 ms [2022-04-06 16:18:28 main:574] : INFO : Epoch 2016 | loss: 0.0311851 | val_loss: 0.0311879 | Time: 1777.76 ms [2022-04-06 16:18:30 main:574] : INFO : Epoch 2017 | loss: 0.0311831 | val_loss: 0.031186 | Time: 1789.53 ms [2022-04-06 16:18:31 main:574] : INFO : Epoch 2018 | loss: 0.0311823 | val_loss: 0.0311868 | Time: 1792.02 ms [2022-04-06 16:18:33 main:574] : INFO : Epoch 2019 | loss: 0.0311821 | val_loss: 0.0311872 | Time: 1780.45 ms [2022-04-06 16:18:35 main:574] : INFO : Epoch 2020 | loss: 0.0311867 | val_loss: 0.0311892 | Time: 1764.15 ms [2022-04-06 16:18:37 main:574] : INFO : Epoch 2021 | loss: 0.0311863 | val_loss: 0.0311868 | Time: 1794.8 ms [2022-04-06 16:18:39 main:574] : INFO : Epoch 2022 | loss: 0.0311884 | val_loss: 0.031191 | Time: 1790.37 ms [2022-04-06 16:18:40 main:574] : INFO : Epoch 2023 | loss: 0.0311874 | val_loss: 0.0311898 | Time: 1784.79 ms [2022-04-06 16:18:42 main:574] : INFO : Epoch 2024 | loss: 0.0311847 | val_loss: 0.0311876 | Time: 1784.96 ms [2022-04-06 16:18:44 main:574] : INFO : Epoch 2025 | loss: 0.0311825 | val_loss: 0.0311877 | Time: 1788.68 ms [2022-04-06 16:18:46 main:574] : INFO : Epoch 2026 | loss: 0.0311827 | val_loss: 0.0311919 | Time: 1788.1 ms [2022-04-06 16:18:48 main:574] : INFO : Epoch 2027 | loss: 0.0311848 | val_loss: 0.0311973 | Time: 1768.88 ms [2022-04-06 16:18:49 main:574] : INFO : Epoch 2028 | loss: 0.0311859 | val_loss: 0.0311874 | Time: 1780.91 ms [2022-04-06 16:18:51 main:574] : INFO : Epoch 2029 | loss: 0.0311841 | val_loss: 0.0311906 | Time: 1795.08 ms [2022-04-06 16:18:53 main:574] : INFO : Epoch 2030 | loss: 0.0311837 | val_loss: 0.0311957 | Time: 1777.76 ms [2022-04-06 16:18:55 main:574] : INFO : Epoch 2031 | loss: 0.031186 | val_loss: 0.0311868 | Time: 1839.47 ms [2022-04-06 16:18:56 main:574] : INFO : Epoch 2032 | loss: 0.0311898 | val_loss: 0.0311947 | Time: 1724.12 ms [2022-04-06 16:18:58 main:574] : INFO : Epoch 2033 | loss: 0.0311856 | val_loss: 0.031188 | Time: 1742.75 ms [2022-04-06 16:19:00 main:574] : INFO : Epoch 2034 | loss: 0.0311815 | val_loss: 0.0311857 | Time: 1895.81 ms [2022-04-06 16:19:02 main:574] : INFO : Epoch 2035 | loss: 0.0311813 | val_loss: 0.0311855 | Time: 1787.67 ms [2022-04-06 16:19:04 main:574] : INFO : Epoch 2036 | loss: 0.031181 | val_loss: 0.0311876 | Time: 1790.34 ms [2022-04-06 16:19:06 main:574] : INFO : Epoch 2037 | loss: 0.0311827 | val_loss: 0.0311864 | Time: 1820.46 ms [2022-04-06 16:19:07 main:574] : INFO : Epoch 2038 | loss: 0.0311803 | val_loss: 0.0311907 | Time: 1784.73 ms [2022-04-06 16:19:09 main:574] : INFO : Epoch 2039 | loss: 0.0311831 | val_loss: 0.0311878 | Time: 1796.59 ms [2022-04-06 16:19:11 main:574] : INFO : Epoch 2040 | loss: 0.0311802 | val_loss: 0.031185 | Time: 1770.52 ms [2022-04-06 16:19:13 main:574] : INFO : Epoch 2041 | loss: 0.0311814 | val_loss: 0.0311857 | Time: 1771.66 ms [2022-04-06 16:19:14 main:574] : INFO : Epoch 2042 | loss: 0.0311868 | val_loss: 0.0312028 | Time: 1791.6 ms [2022-04-06 16:19:16 main:574] : INFO : Epoch 2043 | loss: 0.0311849 | val_loss: 0.0311848 | Time: 1790.13 ms [2022-04-06 16:19:18 main:574] : INFO : Epoch 2044 | loss: 0.031179 | val_loss: 0.031184 | Time: 1816.12 ms [2022-04-06 16:19:20 main:574] : INFO : Epoch 2045 | loss: 0.0311781 | val_loss: 0.0311863 | Time: 1760.44 ms [2022-04-06 16:19:22 main:574] : INFO : Epoch 2046 | loss: 0.0311795 | val_loss: 0.0311856 | Time: 1785.63 ms [2022-04-06 16:19:23 main:574] : INFO : Epoch 2047 | loss: 0.0311794 | val_loss: 0.0311871 | Time: 1787.11 ms [2022-04-06 16:19:25 main:574] : INFO : Epoch 2048 | loss: 0.0311818 | val_loss: 0.0311851 | Time: 1785.51 ms [2022-04-06 16:19:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311851 [2022-04-06 16:19:25 main:603] : INFO : Saving end state to config to file [2022-04-06 16:19:25 main:608] : INFO : Success, exiting.. 16:19:25 (1784): 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)