Task 5602711
| Name | ParityMachine-1624573426-25011-2_1 |
| Workunit | 3346597 |
| Created | 4 Jul 2021, 4:28:18 UTC |
| Sent | 4 Jul 2021, 6:05:14 UTC |
| Report deadline | 11 Jul 2021, 6:05:14 UTC |
| Received | 4 Jul 2021, 12:30:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 2 min 41 sec |
| CPU time | 1 hours 2 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310836 | val_loss: 0.0312136 | Time: 1667.47 ms
[2021-07-04 14:14:53 main:574] : INFO : Epoch 1543 | loss: 0.0310897 | val_loss: 0.031228 | Time: 1742.86 ms
[2021-07-04 14:14:55 main:574] : INFO : Epoch 1544 | loss: 0.0310838 | val_loss: 0.0312133 | Time: 1723.7 ms
[2021-07-04 14:14:56 main:574] : INFO : Epoch 1545 | loss: 0.0310826 | val_loss: 0.0312156 | Time: 1745.33 ms
[2021-07-04 14:14:58 main:574] : INFO : Epoch 1546 | loss: 0.0310841 | val_loss: 0.0312148 | Time: 1746.5 ms
[2021-07-04 14:15:00 main:574] : INFO : Epoch 1547 | loss: 0.0310852 | val_loss: 0.0312247 | Time: 1716.8 ms
[2021-07-04 14:15:02 main:574] : INFO : Epoch 1548 | loss: 0.0310851 | val_loss: 0.0312209 | Time: 1694.87 ms
[2021-07-04 14:15:03 main:574] : INFO : Epoch 1549 | loss: 0.0310869 | val_loss: 0.0312196 | Time: 1690.76 ms
[2021-07-04 14:15:05 main:574] : INFO : Epoch 1550 | loss: 0.031084 | val_loss: 0.0312159 | Time: 1714.6 ms
[2021-07-04 14:15:07 main:574] : INFO : Epoch 1551 | loss: 0.0310898 | val_loss: 0.031217 | Time: 1692.09 ms
[2021-07-04 14:15:08 main:574] : INFO : Epoch 1552 | loss: 0.0310895 | val_loss: 0.0312206 | Time: 1691.59 ms
[2021-07-04 14:15:10 main:574] : INFO : Epoch 1553 | loss: 0.0310905 | val_loss: 0.031211 | Time: 1691.56 ms
[2021-07-04 14:15:12 main:574] : INFO : Epoch 1554 | loss: 0.0310939 | val_loss: 0.0312059 | Time: 1671.47 ms
[2021-07-04 14:15:14 main:574] : INFO : Epoch 1555 | loss: 0.031102 | val_loss: 0.0312093 | Time: 1757.35 ms
[2021-07-04 14:15:15 main:574] : INFO : Epoch 1556 | loss: 0.0310952 | val_loss: 0.0312117 | Time: 1703.56 ms
[2021-07-04 14:15:17 main:574] : INFO : Epoch 1557 | loss: 0.0310911 | val_loss: 0.0312198 | Time: 1755.27 ms
[2021-07-04 14:15:19 main:574] : INFO : Epoch 1558 | loss: 0.0310893 | val_loss: 0.0312208 | Time: 1748.15 ms
[2021-07-04 14:15:21 main:574] : INFO : Epoch 1559 | loss: 0.0311157 | val_loss: 0.0311866 | Time: 1705.57 ms
[2021-07-04 14:15:22 main:574] : INFO : Epoch 1560 | loss: 0.0311446 | val_loss: 0.0311738 | Time: 1722.49 ms
[2021-07-04 14:15:24 main:574] : INFO : Epoch 1561 | loss: 0.0311424 | val_loss: 0.0311746 | Time: 1716.38 ms
[2021-07-04 14:15:26 main:574] : INFO : Epoch 1562 | loss: 0.0311427 | val_loss: 0.0311759 | Time: 1705.06 ms
[2021-07-04 14:15:27 main:574] : INFO : Epoch 1563 | loss: 0.0311337 | val_loss: 0.0311801 | Time: 1690.34 ms
[2021-07-04 14:15:29 main:574] : INFO : Epoch 1564 | loss: 0.0311272 | val_loss: 0.0311822 | Time: 1659.31 ms
[2021-07-04 14:15:31 main:574] : INFO : Epoch 1565 | loss: 0.0311224 | val_loss: 0.0311912 | Time: 1659.27 ms
[2021-07-04 14:15:32 main:574] : INFO : Epoch 1566 | loss: 0.0311175 | val_loss: 0.0311926 | Time: 1705.31 ms
[2021-07-04 14:15:34 main:574] : INFO : Epoch 1567 | loss: 0.0311128 | val_loss: 0.0311972 | Time: 1724.76 ms
[2021-07-04 14:15:36 main:574] : INFO : Epoch 1568 | loss: 0.0311077 | val_loss: 0.0312052 | Time: 1715.2 ms
[2021-07-04 14:15:38 main:574] : INFO : Epoch 1569 | loss: 0.0311048 | val_loss: 0.0312058 | Time: 1738.27 ms
[2021-07-04 14:15:39 main:574] : INFO : Epoch 1570 | loss: 0.0310978 | val_loss: 0.031214 | Time: 1697 ms
[2021-07-04 14:15:41 main:574] : INFO : Epoch 1571 | loss: 0.0310965 | val_loss: 0.0312083 | Time: 1722.88 ms
[2021-07-04 14:15:43 main:574] : INFO : Epoch 1572 | loss: 0.0310965 | val_loss: 0.0312174 | Time: 1724.14 ms
[2021-07-04 14:15:44 main:574] : INFO : Epoch 1573 | loss: 0.0310957 | val_loss: 0.0312173 | Time: 1735.45 ms
[2021-07-04 14:15:46 main:574] : INFO : Epoch 1574 | loss: 0.0310941 | val_loss: 0.0312079 | Time: 1696.33 ms
[2021-07-04 14:15:48 main:574] : INFO : Epoch 1575 | loss: 0.0311343 | val_loss: 0.0311945 | Time: 1706.37 ms
[2021-07-04 14:15:50 main:574] : INFO : Epoch 1576 | loss: 0.0311353 | val_loss: 0.031199 | Time: 1724.39 ms
[2021-07-04 14:15:51 main:574] : INFO : Epoch 1577 | loss: 0.0311216 | val_loss: 0.0312049 | Time: 1730.47 ms
[2021-07-04 14:15:53 main:574] : INFO : Epoch 1578 | loss: 0.0311088 | val_loss: 0.0312116 | Time: 1738.37 ms
[2021-07-04 14:15:55 main:574] : INFO : Epoch 1579 | loss: 0.0311022 | val_loss: 0.0312058 | Time: 1708.65 ms
[2021-07-04 14:15:57 main:574] : INFO : Epoch 1580 | loss: 0.0310954 | val_loss: 0.0312094 | Time: 1710.26 ms
[2021-07-04 14:15:58 main:574] : INFO : Epoch 1581 | loss: 0.0310956 | val_loss: 0.0312281 | Time: 1755.48 ms
[2021-07-04 14:16:00 main:574] : INFO : Epoch 1582 | loss: 0.0310937 | val_loss: 0.0312151 | Time: 1694.72 ms
[2021-07-04 14:16:02 main:574] : INFO : Epoch 1583 | loss: 0.0310896 | val_loss: 0.0312038 | Time: 1681.27 ms
[2021-07-04 14:16:03 main:574] : INFO : Epoch 1584 | loss: 0.0310919 | val_loss: 0.0312291 | Time: 1732.39 ms
[2021-07-04 14:16:05 main:574] : INFO : Epoch 1585 | loss: 0.0310878 | val_loss: 0.0312101 | Time: 1697.55 ms
[2021-07-04 14:16:07 main:574] : INFO : Epoch 1586 | loss: 0.0310861 | val_loss: 0.0312183 | Time: 1739.98 ms
[2021-07-04 14:16:09 main:574] : INFO : Epoch 1587 | loss: 0.0310858 | val_loss: 0.0312213 | Time: 1719.93 ms
[2021-07-04 14:16:10 main:574] : INFO : Epoch 1588 | loss: 0.0310819 | val_loss: 0.0312147 | Time: 1726.89 ms
[2021-07-04 14:16:12 main:574] : INFO : Epoch 1589 | loss: 0.031086 | val_loss: 0.0312327 | Time: 1773.42 ms
[2021-07-04 14:16:14 main:574] : INFO : Epoch 1590 | loss: 0.0310875 | val_loss: 0.0312246 | Time: 1749.35 ms
[2021-07-04 14:16:16 main:574] : INFO : Epoch 1591 | loss: 0.031089 | val_loss: 0.0312153 | Time: 1724.91 ms
[2021-07-04 14:16:17 main:574] : INFO : Epoch 1592 | loss: 0.0310814 | val_loss: 0.0312233 | Time: 1717.84 ms
[2021-07-04 14:16:19 main:574] : INFO : Epoch 1593 | loss: 0.0310793 | val_loss: 0.0312372 | Time: 1725.98 ms
[2021-07-04 14:16:21 main:574] : INFO : Epoch 1594 | loss: 0.0310827 | val_loss: 0.0312157 | Time: 1730.54 ms
[2021-07-04 14:16:22 main:574] : INFO : Epoch 1595 | loss: 0.0310797 | val_loss: 0.0312216 | Time: 1668.2 ms
[2021-07-04 14:16:24 main:574] : INFO : Epoch 1596 | loss: 0.0310814 | val_loss: 0.0312415 | Time: 1682.56 ms
[2021-07-04 14:16:26 main:574] : INFO : Epoch 1597 | loss: 0.0310801 | val_loss: 0.0312262 | Time: 1654.74 ms
[2021-07-04 14:16:28 main:574] : INFO : Epoch 1598 | loss: 0.0310788 | val_loss: 0.0312189 | Time: 1728.62 ms
[2021-07-04 14:16:29 main:574] : INFO : Epoch 1599 | loss: 0.0310833 | val_loss: 0.0312227 | Time: 1732.83 ms
[2021-07-04 14:16:31 main:574] : INFO : Epoch 1600 | loss: 0.0310874 | val_loss: 0.0312159 | Time: 1712.49 ms
[2021-07-04 14:16:33 main:574] : INFO : Epoch 1601 | loss: 0.0310833 | val_loss: 0.0312363 | Time: 1715.24 ms
[2021-07-04 14:16:34 main:574] : INFO : Epoch 1602 | loss: 0.0310915 | val_loss: 0.0312113 | Time: 1767.45 ms
[2021-07-04 14:16:36 main:574] : INFO : Epoch 1603 | loss: 0.0311047 | val_loss: 0.031204 | Time: 1730.74 ms
[2021-07-04 14:16:38 main:574] : INFO : Epoch 1604 | loss: 0.0311036 | val_loss: 0.0312136 | Time: 1690.63 ms
[2021-07-04 14:16:40 main:574] : INFO : Epoch 1605 | loss: 0.0310938 | val_loss: 0.0312304 | Time: 1698.82 ms
[2021-07-04 14:16:41 main:574] : INFO : Epoch 1606 | loss: 0.031089 | val_loss: 0.0312216 | Time: 1671.8 ms
[2021-07-04 14:16:43 main:574] : INFO : Epoch 1607 | loss: 0.0310904 | val_loss: 0.0312077 | Time: 1685.24 ms
[2021-07-04 14:16:45 main:574] : INFO : Epoch 1608 | loss: 0.0310896 | val_loss: 0.0312451 | Time: 1700.98 ms
[2021-07-04 14:16:46 main:574] : INFO : Epoch 1609 | loss: 0.0310872 | val_loss: 0.0312315 | Time: 1735.41 ms
[2021-07-04 14:16:48 main:574] : INFO : Epoch 1610 | loss: 0.0311014 | val_loss: 0.0312385 | Time: 1685.73 ms
[2021-07-04 14:16:50 main:574] : INFO : Epoch 1611 | loss: 0.0311094 | val_loss: 0.0312652 | Time: 1733.39 ms
[2021-07-04 14:16:52 main:574] : INFO : Epoch 1612 | loss: 0.0311513 | val_loss: 0.0312284 | Time: 1750.7 ms
[2021-07-04 14:16:53 main:574] : INFO : Epoch 1613 | loss: 0.0311262 | val_loss: 0.0312381 | Time: 1753.08 ms
[2021-07-04 14:16:55 main:574] : INFO : Epoch 1614 | loss: 0.0310956 | val_loss: 0.0312187 | Time: 1728.87 ms
[2021-07-04 14:16:57 main:574] : INFO : Epoch 1615 | loss: 0.0310833 | val_loss: 0.0312191 | Time: 1738.27 ms
[2021-07-04 14:16:59 main:574] : INFO : Epoch 1616 | loss: 0.0310815 | val_loss: 0.031226 | Time: 1744.36 ms
[2021-07-04 14:17:00 main:574] : INFO : Epoch 1617 | loss: 0.0310954 | val_loss: 0.0312213 | Time: 1719.29 ms
[2021-07-04 14:17:02 main:574] : INFO : Epoch 1618 | loss: 0.0310941 | val_loss: 0.0312322 | Time: 1665.89 ms
[2021-07-04 14:17:04 main:574] : INFO : Epoch 1619 | loss: 0.0310843 | val_loss: 0.0312258 | Time: 1696.42 ms
[2021-07-04 14:17:05 main:574] : INFO : Epoch 1620 | loss: 0.0310834 | val_loss: 0.0312251 | Time: 1669.85 ms
[2021-07-04 14:17:07 main:574] : INFO : Epoch 1621 | loss: 0.0310833 | val_loss: 0.0312165 | Time: 1695.3 ms
[2021-07-04 14:17:09 main:574] : INFO : Epoch 1622 | loss: 0.0310825 | val_loss: 0.0312308 | Time: 1669.55 ms
[2021-07-04 14:17:10 main:574] : INFO : Epoch 1623 | loss: 0.0310811 | val_loss: 0.0312297 | Time: 1712.07 ms
[2021-07-04 14:17:12 main:574] : INFO : Epoch 1624 | loss: 0.0310825 | val_loss: 0.0312204 | Time: 1725.47 ms
[2021-07-04 14:17:14 main:574] : INFO : Epoch 1625 | loss: 0.0310838 | val_loss: 0.031221 | Time: 1699.55 ms
[2021-07-04 14:17:16 main:574] : INFO : Epoch 1626 | loss: 0.0310827 | val_loss: 0.0312356 | Time: 1685.81 ms
[2021-07-04 14:17:17 main:574] : INFO : Epoch 1627 | loss: 0.0310841 | val_loss: 0.0312256 | Time: 1714.97 ms
[2021-07-04 14:17:19 main:574] : INFO : Epoch 1628 | loss: 0.0310867 | val_loss: 0.0312256 | Time: 1728.3 ms
[2021-07-04 14:17:21 main:574] : INFO : Epoch 1629 | loss: 0.0310838 | val_loss: 0.0312198 | Time: 1707.43 ms
[2021-07-04 14:17:22 main:574] : INFO : Epoch 1630 | loss: 0.0310874 | val_loss: 0.0312168 | Time: 1688.25 ms
[2021-07-04 14:17:24 main:574] : INFO : Epoch 1631 | loss: 0.0310825 | val_loss: 0.0312165 | Time: 1683.65 ms
[2021-07-04 14:17:26 main:574] : INFO : Epoch 1632 | loss: 0.0310842 | val_loss: 0.0312232 | Time: 1700.32 ms
[2021-07-04 14:17:28 main:574] : INFO : Epoch 1633 | loss: 0.0310788 | val_loss: 0.0312355 | Time: 1692.54 ms
[2021-07-04 14:17:29 main:574] : INFO : Epoch 1634 | loss: 0.0310785 | val_loss: 0.0312196 | Time: 1695.33 ms
[2021-07-04 14:17:31 main:574] : INFO : Epoch 1635 | loss: 0.0310822 | val_loss: 0.0312218 | Time: 1709.89 ms
[2021-07-04 14:17:33 main:574] : INFO : Epoch 1636 | loss: 0.0310816 | val_loss: 0.0312166 | Time: 1671.62 ms
[2021-07-04 14:17:34 main:574] : INFO : Epoch 1637 | loss: 0.0310805 | val_loss: 0.0312318 | Time: 1722.34 ms
[2021-07-04 14:17:36 main:574] : INFO : Epoch 1638 | loss: 0.031085 | val_loss: 0.031227 | Time: 1701.4 ms
[2021-07-04 14:17:38 main:574] : INFO : Epoch 1639 | loss: 0.0310877 | val_loss: 0.031203 | Time: 1671.29 ms
[2021-07-04 14:17:40 main:574] : INFO : Epoch 1640 | loss: 0.0311138 | val_loss: 0.0312062 | Time: 1752.52 ms
[2021-07-04 14:17:41 main:574] : INFO : Epoch 1641 | loss: 0.0310977 | val_loss: 0.0312248 | Time: 1786.27 ms
[2021-07-04 14:17:43 main:574] : INFO : Epoch 1642 | loss: 0.0310856 | val_loss: 0.0312198 | Time: 1696.15 ms
[2021-07-04 14:17:45 main:574] : INFO : Epoch 1643 | loss: 0.0310864 | val_loss: 0.0312241 | Time: 1682.95 ms
[2021-07-04 14:17:46 main:574] : INFO : Epoch 1644 | loss: 0.0310825 | val_loss: 0.0312171 | Time: 1755.09 ms
[2021-07-04 14:17:48 main:574] : INFO : Epoch 1645 | loss: 0.0310794 | val_loss: 0.0312256 | Time: 1769.32 ms
[2021-07-04 14:17:50 main:574] : INFO : Epoch 1646 | loss: 0.0310766 | val_loss: 0.03123 | Time: 1669.14 ms
[2021-07-04 14:17:52 main:574] : INFO : Epoch 1647 | loss: 0.0310747 | val_loss: 0.0312268 | Time: 1688.54 ms
[2021-07-04 14:17:53 main:574] : INFO : Epoch 1648 | loss: 0.0311005 | val_loss: 0.0311991 | Time: 1679.05 ms
[2021-07-04 14:17:55 main:574] : INFO : Epoch 1649 | loss: 0.0311494 | val_loss: 0.0311844 | Time: 1763.1 ms
[2021-07-04 14:17:57 main:574] : INFO : Epoch 1650 | loss: 0.0311554 | val_loss: 0.0311861 | Time: 1696.96 ms
[2021-07-04 14:17:58 main:574] : INFO : Epoch 1651 | loss: 0.0311482 | val_loss: 0.0311848 | Time: 1691.18 ms
[2021-07-04 14:18:00 main:574] : INFO : Epoch 1652 | loss: 0.0311384 | val_loss: 0.0311809 | Time: 1690.27 ms
[2021-07-04 14:18:02 main:574] : INFO : Epoch 1653 | loss: 0.0311324 | val_loss: 0.0311861 | Time: 1681.18 ms
[2021-07-04 14:18:04 main:574] : INFO : Epoch 1654 | loss: 0.0311246 | val_loss: 0.0311941 | Time: 1693.68 ms
[2021-07-04 14:18:05 main:574] : INFO : Epoch 1655 | loss: 0.0311227 | val_loss: 0.0312007 | Time: 1708.29 ms
[2021-07-04 14:18:07 main:574] : INFO : Epoch 1656 | loss: 0.0311192 | val_loss: 0.0312048 | Time: 1711.52 ms
[2021-07-04 14:18:09 main:574] : INFO : Epoch 1657 | loss: 0.0311157 | val_loss: 0.0311939 | Time: 1735.21 ms
[2021-07-04 14:18:10 main:574] : INFO : Epoch 1658 | loss: 0.0311135 | val_loss: 0.0312074 | Time: 1772.78 ms
[2021-07-04 14:18:12 main:574] : INFO : Epoch 1659 | loss: 0.0311042 | val_loss: 0.0312074 | Time: 1749.73 ms
[2021-07-04 14:18:14 main:574] : INFO : Epoch 1660 | loss: 0.0311005 | val_loss: 0.0312206 | Time: 1709.15 ms
[2021-07-04 14:18:16 main:574] : INFO : Epoch 1661 | loss: 0.0311021 | val_loss: 0.0312124 | Time: 1697.98 ms
[2021-07-04 14:18:17 main:574] : INFO : Epoch 1662 | loss: 0.031095 | val_loss: 0.0312104 | Time: 1692.89 ms
[2021-07-04 14:18:19 main:574] : INFO : Epoch 1663 | loss: 0.0310914 | val_loss: 0.0312112 | Time: 1687.1 ms
[2021-07-04 14:18:21 main:574] : INFO : Epoch 1664 | loss: 0.0310924 | val_loss: 0.0312169 | Time: 1688.11 ms
[2021-07-04 14:18:22 main:574] : INFO : Epoch 1665 | loss: 0.031093 | val_loss: 0.0312128 | Time: 1688.99 ms
[2021-07-04 14:18:24 main:574] : INFO : Epoch 1666 | loss: 0.0310901 | val_loss: 0.0312086 | Time: 1672.74 ms
[2021-07-04 14:18:26 main:574] : INFO : Epoch 1667 | loss: 0.0310883 | val_loss: 0.0312122 | Time: 1675.61 ms
[2021-07-04 14:18:27 main:574] : INFO : Epoch 1668 | loss: 0.0310922 | val_loss: 0.0312183 | Time: 1656.88 ms
[2021-07-04 14:18:29 main:574] : INFO : Epoch 1669 | loss: 0.0310913 | val_loss: 0.0312134 | Time: 1706.14 ms
[2021-07-04 14:18:31 main:574] : INFO : Epoch 1670 | loss: 0.0310875 | val_loss: 0.0312136 | Time: 1723.72 ms
[2021-07-04 14:18:33 main:574] : INFO : Epoch 1671 | loss: 0.031094 | val_loss: 0.0312268 | Time: 1700.85 ms
[2021-07-04 14:18:34 main:574] : INFO : Epoch 1672 | loss: 0.0310908 | val_loss: 0.031208 | Time: 1706.32 ms
[2021-07-04 14:18:36 main:574] : INFO : Epoch 1673 | loss: 0.031093 | val_loss: 0.0312152 | Time: 1732.1 ms
[2021-07-04 14:18:38 main:574] : INFO : Epoch 1674 | loss: 0.0310932 | val_loss: 0.0312189 | Time: 1738.08 ms
[2021-07-04 14:18:40 main:574] : INFO : Epoch 1675 | loss: 0.0310921 | val_loss: 0.0312233 | Time: 1756.69 ms
[2021-07-04 14:18:41 main:574] : INFO : Epoch 1676 | loss: 0.0310878 | val_loss: 0.0312093 | Time: 1686.77 ms
[2021-07-04 14:18:43 main:574] : INFO : Epoch 1677 | loss: 0.0310918 | val_loss: 0.0312196 | Time: 1718.62 ms
[2021-07-04 14:18:45 main:574] : INFO : Epoch 1678 | loss: 0.03109 | val_loss: 0.031213 | Time: 1699.07 ms
[2021-07-04 14:18:46 main:574] : INFO : Epoch 1679 | loss: 0.0310889 | val_loss: 0.0312247 | Time: 1720.22 ms
[2021-07-04 14:18:48 main:574] : INFO : Epoch 1680 | loss: 0.0310861 | val_loss: 0.0312156 | Time: 1710.05 ms
[2021-07-04 14:18:50 main:574] : INFO : Epoch 1681 | loss: 0.0310838 | val_loss: 0.0312151 | Time: 1692.55 ms
[2021-07-04 14:18:51 main:574] : INFO : Epoch 1682 | loss: 0.0310901 | val_loss: 0.0312279 | Time: 1686.02 ms
[2021-07-04 14:18:53 main:574] : INFO : Epoch 1683 | loss: 0.0310874 | val_loss: 0.031228 | Time: 1730.62 ms
[2021-07-04 14:18:55 main:574] : INFO : Epoch 1684 | loss: 0.0310857 | val_loss: 0.031225 | Time: 1786.8 ms
[2021-07-04 14:18:57 main:574] : INFO : Epoch 1685 | loss: 0.0310799 | val_loss: 0.0312203 | Time: 1707.05 ms
[2021-07-04 14:18:59 main:574] : INFO : Epoch 1686 | loss: 0.031081 | val_loss: 0.0312141 | Time: 1780.22 ms
[2021-07-04 14:19:00 main:574] : INFO : Epoch 1687 | loss: 0.0310873 | val_loss: 0.0312416 | Time: 1731.17 ms
[2021-07-04 14:19:02 main:574] : INFO : Epoch 1688 | loss: 0.0310882 | val_loss: 0.031213 | Time: 1668.05 ms
[2021-07-04 14:19:04 main:574] : INFO : Epoch 1689 | loss: 0.0310865 | val_loss: 0.0312276 | Time: 1733.31 ms
[2021-07-04 14:19:05 main:574] : INFO : Epoch 1690 | loss: 0.0310885 | val_loss: 0.0312291 | Time: 1731.15 ms
[2021-07-04 14:19:07 main:574] : INFO : Epoch 1691 | loss: 0.0310909 | val_loss: 0.0312154 | Time: 1639.4 ms
[2021-07-04 14:19:09 main:574] : INFO : Epoch 1692 | loss: 0.0311015 | val_loss: 0.0311932 | Time: 1719.71 ms
[2021-07-04 14:19:10 main:574] : INFO : Epoch 1693 | loss: 0.0311422 | val_loss: 0.0311832 | Time: 1718.99 ms
[2021-07-04 14:19:12 main:574] : INFO : Epoch 1694 | loss: 0.0311244 | val_loss: 0.0312004 | Time: 1728.73 ms
[2021-07-04 14:19:14 main:574] : INFO : Epoch 1695 | loss: 0.0311132 | val_loss: 0.0312062 | Time: 1714.26 ms
[2021-07-04 14:19:16 main:574] : INFO : Epoch 1696 | loss: 0.0311174 | val_loss: 0.0311894 | Time: 1703.28 ms
[2021-07-04 14:19:17 main:574] : INFO : Epoch 1697 | loss: 0.0311244 | val_loss: 0.0312033 | Time: 1706.33 ms
[2021-07-04 14:19:19 main:574] : INFO : Epoch 1698 | loss: 0.0311079 | val_loss: 0.0311972 | Time: 1738.33 ms
[2021-07-04 14:19:21 main:574] : INFO : Epoch 1699 | loss: 0.0311009 | val_loss: 0.0311972 | Time: 1732.11 ms
[2021-07-04 14:19:23 main:574] : INFO : Epoch 1700 | loss: 0.0310937 | val_loss: 0.0312133 | Time: 1718.95 ms
[2021-07-04 14:19:24 main:574] : INFO : Epoch 1701 | loss: 0.0310915 | val_loss: 0.0312142 | Time: 1697.06 ms
[2021-07-04 14:19:26 main:574] : INFO : Epoch 1702 | loss: 0.0310967 | val_loss: 0.0312218 | Time: 1713.42 ms
[2021-07-04 14:19:28 main:574] : INFO : Epoch 1703 | loss: 0.0310896 | val_loss: 0.0312199 | Time: 1753.27 ms
[2021-07-04 14:19:29 main:574] : INFO : Epoch 1704 | loss: 0.0310882 | val_loss: 0.0312071 | Time: 1672.09 ms
[2021-07-04 14:19:31 main:574] : INFO : Epoch 1705 | loss: 0.0310865 | val_loss: 0.0312244 | Time: 1681.54 ms
[2021-07-04 14:19:33 main:574] : INFO : Epoch 1706 | loss: 0.0310871 | val_loss: 0.0312159 | Time: 1677.99 ms
[2021-07-04 14:19:35 main:574] : INFO : Epoch 1707 | loss: 0.0310824 | val_loss: 0.0312148 | Time: 1744.44 ms
[2021-07-04 14:19:36 main:574] : INFO : Epoch 1708 | loss: 0.0310863 | val_loss: 0.0312241 | Time: 1697.37 ms
[2021-07-04 14:19:38 main:574] : INFO : Epoch 1709 | loss: 0.0310869 | val_loss: 0.0312216 | Time: 1728.15 ms
[2021-07-04 14:19:40 main:574] : INFO : Epoch 1710 | loss: 0.0310896 | val_loss: 0.031219 | Time: 1772.51 ms
[2021-07-04 14:19:42 main:574] : INFO : Epoch 1711 | loss: 0.0310868 | val_loss: 0.0312173 | Time: 1752.75 ms
[2021-07-04 14:19:43 main:574] : INFO : Epoch 1712 | loss: 0.0310876 | val_loss: 0.0312248 | Time: 1767.88 ms
[2021-07-04 14:19:45 main:574] : INFO : Epoch 1713 | loss: 0.0310876 | val_loss: 0.0312049 | Time: 1718.48 ms
[2021-07-04 14:19:47 main:574] : INFO : Epoch 1714 | loss: 0.0310864 | val_loss: 0.0312191 | Time: 1706.39 ms
[2021-07-04 14:19:48 main:574] : INFO : Epoch 1715 | loss: 0.0310861 | val_loss: 0.0312269 | Time: 1751.78 ms
[2021-07-04 14:19:50 main:574] : INFO : Epoch 1716 | loss: 0.0310896 | val_loss: 0.0312219 | Time: 1749.43 ms
[2021-07-04 14:19:52 main:574] : INFO : Epoch 1717 | loss: 0.0310842 | val_loss: 0.0312203 | Time: 1705.53 ms
[2021-07-04 14:19:54 main:574] : INFO : Epoch 1718 | loss: 0.0310788 | val_loss: 0.0312178 | Time: 1729.23 ms
[2021-07-04 14:19:55 main:574] : INFO : Epoch 1719 | loss: 0.0310869 | val_loss: 0.03122 | Time: 1746.45 ms
[2021-07-04 14:19:57 main:574] : INFO : Epoch 1720 | loss: 0.031086 | val_loss: 0.0312194 | Time: 1758.58 ms
[2021-07-04 14:19:59 main:574] : INFO : Epoch 1721 | loss: 0.0310846 | val_loss: 0.0312212 | Time: 1765.2 ms
[2021-07-04 14:20:01 main:574] : INFO : Epoch 1722 | loss: 0.0310818 | val_loss: 0.0312267 | Time: 1765.24 ms
[2021-07-04 14:20:03 main:574] : INFO : Epoch 1723 | loss: 0.0310795 | val_loss: 0.0312109 | Time: 1780.62 ms
[2021-07-04 14:20:04 main:574] : INFO : Epoch 1724 | loss: 0.0310856 | val_loss: 0.0312371 | Time: 1750.94 ms
[2021-07-04 14:20:06 main:574] : INFO : Epoch 1725 | loss: 0.0310836 | val_loss: 0.0312264 | Time: 1760.51 ms
[2021-07-04 14:20:08 main:574] : INFO : Epoch 1726 | loss: 0.0310854 | val_loss: 0.031222 | Time: 1696.92 ms
[2021-07-04 14:20:09 main:574] : INFO : Epoch 1727 | loss: 0.0310806 | val_loss: 0.031217 | Time: 1693.22 ms
[2021-07-04 14:20:11 main:574] : INFO : Epoch 1728 | loss: 0.031085 | val_loss: 0.0312232 | Time: 1711.17 ms
[2021-07-04 14:20:13 main:574] : INFO : Epoch 1729 | loss: 0.0310853 | val_loss: 0.0312167 | Time: 1687.22 ms
[2021-07-04 14:20:15 main:574] : INFO : Epoch 1730 | loss: 0.0310819 | val_loss: 0.0312272 | Time: 1712.8 ms
[2021-07-04 14:20:16 main:574] : INFO : Epoch 1731 | loss: 0.0310854 | val_loss: 0.0312271 | Time: 1699.5 ms
[2021-07-04 14:20:18 main:574] : INFO : Epoch 1732 | loss: 0.0310937 | val_loss: 0.0312264 | Time: 1744.26 ms
[2021-07-04 14:20:20 main:574] : INFO : Epoch 1733 | loss: 0.0310826 | val_loss: 0.0312246 | Time: 1730.71 ms
[2021-07-04 14:20:21 main:574] : INFO : Epoch 1734 | loss: 0.0310848 | val_loss: 0.0312215 | Time: 1710.75 ms
[2021-07-04 14:20:23 main:574] : INFO : Epoch 1735 | loss: 0.0310805 | val_loss: 0.0312237 | Time: 1710.9 ms
[2021-07-04 14:20:25 main:574] : INFO : Epoch 1736 | loss: 0.0310822 | val_loss: 0.0312372 | Time: 1692.44 ms
[2021-07-04 14:20:27 main:574] : INFO : Epoch 1737 | loss: 0.0310951 | val_loss: 0.0312102 | Time: 1721.17 ms
[2021-07-04 14:20:28 main:574] : INFO : Epoch 1738 | loss: 0.0310858 | val_loss: 0.0312253 | Time: 1729.2 ms
[2021-07-04 14:20:30 main:574] : INFO : Epoch 1739 | loss: 0.0310887 | val_loss: 0.0312312 | Time: 1706.87 ms
[2021-07-04 14:20:32 main:574] : INFO : Epoch 1740 | loss: 0.0310815 | val_loss: 0.0312297 | Time: 1688.48 ms
[2021-07-04 14:20:33 main:574] : INFO : Epoch 1741 | loss: 0.0310794 | val_loss: 0.0312136 | Time: 1708.41 ms
[2021-07-04 14:20:35 main:574] : INFO : Epoch 1742 | loss: 0.0310918 | val_loss: 0.0312549 | Time: 1721.01 ms
[2021-07-04 14:20:37 main:574] : INFO : Epoch 1743 | loss: 0.0310881 | val_loss: 0.0312256 | Time: 1706.89 ms
[2021-07-04 14:20:39 main:574] : INFO : Epoch 1744 | loss: 0.0310799 | val_loss: 0.031224 | Time: 1719.45 ms
[2021-07-04 14:20:40 main:574] : INFO : Epoch 1745 | loss: 0.0310864 | val_loss: 0.0312228 | Time: 1713.75 ms
[2021-07-04 14:20:42 main:574] : INFO : Epoch 1746 | loss: 0.0310994 | val_loss: 0.0312147 | Time: 1760.48 ms
[2021-07-04 14:20:44 main:574] : INFO : Epoch 1747 | loss: 0.031101 | val_loss: 0.0312226 | Time: 1778.62 ms
[2021-07-04 14:20:46 main:574] : INFO : Epoch 1748 | loss: 0.0310915 | val_loss: 0.0312304 | Time: 1708.16 ms
[2021-07-04 14:20:47 main:574] : INFO : Epoch 1749 | loss: 0.0310831 | val_loss: 0.0312264 | Time: 1729.43 ms
[2021-07-04 14:20:49 main:574] : INFO : Epoch 1750 | loss: 0.0310828 | val_loss: 0.0312354 | Time: 1761.08 ms
[2021-07-04 14:20:51 main:574] : INFO : Epoch 1751 | loss: 0.0310834 | val_loss: 0.03122 | Time: 1765.51 ms
[2021-07-04 14:20:53 main:574] : INFO : Epoch 1752 | loss: 0.031084 | val_loss: 0.0312124 | Time: 1735.41 ms
[2021-07-04 14:20:54 main:574] : INFO : Epoch 1753 | loss: 0.031078 | val_loss: 0.0312232 | Time: 1726.44 ms
[2021-07-04 14:20:56 main:574] : INFO : Epoch 1754 | loss: 0.0310783 | val_loss: 0.0312303 | Time: 1715.94 ms
[2021-07-04 14:20:58 main:574] : INFO : Epoch 1755 | loss: 0.0310794 | val_loss: 0.0312259 | Time: 1745.51 ms
[2021-07-04 14:20:59 main:574] : INFO : Epoch 1756 | loss: 0.0310847 | val_loss: 0.0312304 | Time: 1671.32 ms
[2021-07-04 14:21:01 main:574] : INFO : Epoch 1757 | loss: 0.0310777 | val_loss: 0.0312219 | Time: 1684.2 ms
[2021-07-04 14:21:03 main:574] : INFO : Epoch 1758 | loss: 0.031085 | val_loss: 0.0312076 | Time: 1728.63 ms
[2021-07-04 14:21:05 main:574] : INFO : Epoch 1759 | loss: 0.0310976 | val_loss: 0.0312059 | Time: 1695.73 ms
[2021-07-04 14:21:06 main:574] : INFO : Epoch 1760 | loss: 0.0310943 | val_loss: 0.0312116 | Time: 1754.02 ms
[2021-07-04 14:21:08 main:574] : INFO : Epoch 1761 | loss: 0.0310924 | val_loss: 0.0312155 | Time: 1686.89 ms
[2021-07-04 14:21:10 main:574] : INFO : Epoch 1762 | loss: 0.0310878 | val_loss: 0.0312281 | Time: 1679.96 ms
[2021-07-04 14:21:11 main:574] : INFO : Epoch 1763 | loss: 0.0310806 | val_loss: 0.0312162 | Time: 1710.6 ms
[2021-07-04 14:21:13 main:574] : INFO : Epoch 1764 | loss: 0.0310766 | val_loss: 0.0312197 | Time: 1675.36 ms
[2021-07-04 14:21:15 main:574] : INFO : Epoch 1765 | loss: 0.0310739 | val_loss: 0.0312172 | Time: 1698.37 ms
[2021-07-04 14:21:17 main:574] : INFO : Epoch 1766 | loss: 0.031076 | val_loss: 0.031229 | Time: 1659.94 ms
[2021-07-04 14:21:18 main:574] : INFO : Epoch 1767 | loss: 0.0310792 | val_loss: 0.0312383 | Time: 1683.71 ms
[2021-07-04 14:21:20 main:574] : INFO : Epoch 1768 | loss: 0.0310823 | val_loss: 0.0312225 | Time: 1696.18 ms
[2021-07-04 14:21:22 main:574] : INFO : Epoch 1769 | loss: 0.0310925 | val_loss: 0.0312057 | Time: 1686.83 ms
[2021-07-04 14:21:23 main:574] : INFO : Epoch 1770 | loss: 0.0310922 | val_loss: 0.03123 | Time: 1699.53 ms
[2021-07-04 14:21:25 main:574] : INFO : Epoch 1771 | loss: 0.0310878 | val_loss: 0.0312178 | Time: 1738.17 ms
[2021-07-04 14:21:27 main:574] : INFO : Epoch 1772 | loss: 0.031082 | val_loss: 0.0312318 | Time: 1773.69 ms
[2021-07-04 14:21:29 main:574] : INFO : Epoch 1773 | loss: 0.0310782 | val_loss: 0.0312396 | Time: 1730.45 ms
[2021-07-04 14:21:30 main:574] : INFO : Epoch 1774 | loss: 0.0310769 | val_loss: 0.0312339 | Time: 1709.07 ms
[2021-07-04 14:21:32 main:574] : INFO : Epoch 1775 | loss: 0.0310788 | val_loss: 0.0312375 | Time: 1725.1 ms
[2021-07-04 14:21:34 main:574] : INFO : Epoch 1776 | loss: 0.0310727 | val_loss: 0.0312238 | Time: 1700.64 ms
[2021-07-04 14:21:35 main:574] : INFO : Epoch 1777 | loss: 0.0310788 | val_loss: 0.0312156 | Time: 1736.76 ms
[2021-07-04 14:21:37 main:574] : INFO : Epoch 1778 | loss: 0.0310833 | val_loss: 0.0312204 | Time: 1688.55 ms
[2021-07-04 14:21:39 main:574] : INFO : Epoch 1779 | loss: 0.0310802 | val_loss: 0.0312264 | Time: 1708.92 ms
[2021-07-04 14:21:41 main:574] : INFO : Epoch 1780 | loss: 0.0310834 | val_loss: 0.0312305 | Time: 1703.58 ms
[2021-07-04 14:21:42 main:574] : INFO : Epoch 1781 | loss: 0.0310816 | val_loss: 0.0312305 | Time: 1695.31 ms
[2021-07-04 14:21:44 main:574] : INFO : Epoch 1782 | loss: 0.0310802 | val_loss: 0.03123 | Time: 1687.75 ms
[2021-07-04 14:21:46 main:574] : INFO : Epoch 1783 | loss: 0.031078 | val_loss: 0.0312172 | Time: 1677.32 ms
[2021-07-04 14:21:47 main:574] : INFO : Epoch 1784 | loss: 0.0310826 | val_loss: 0.0312279 | Time: 1632.99 ms
[2021-07-04 14:21:49 main:574] : INFO : Epoch 1785 | loss: 0.0310818 | val_loss: 0.031234 | Time: 1687.47 ms
[2021-07-04 14:21:51 main:574] : INFO : Epoch 1786 | loss: 0.0310882 | val_loss: 0.0312381 | Time: 1696.22 ms
[2021-07-04 14:21:52 main:574] : INFO : Epoch 1787 | loss: 0.0310799 | val_loss: 0.0312369 | Time: 1727.26 ms
[2021-07-04 14:21:54 main:574] : INFO : Epoch 1788 | loss: 0.0310785 | val_loss: 0.0312318 | Time: 1678 ms
[2021-07-04 14:21:56 main:574] : INFO : Epoch 1789 | loss: 0.0310765 | val_loss: 0.0312331 | Time: 1701.08 ms
[2021-07-04 14:21:58 main:574] : INFO : Epoch 1790 | loss: 0.0310757 | val_loss: 0.0312287 | Time: 1718.07 ms
[2021-07-04 14:21:59 main:574] : INFO : Epoch 1791 | loss: 0.0310882 | val_loss: 0.0312207 | Time: 1723.86 ms
[2021-07-04 14:22:01 main:574] : INFO : Epoch 1792 | loss: 0.0310934 | val_loss: 0.0312216 | Time: 1698.25 ms
[2021-07-04 14:22:03 main:574] : INFO : Epoch 1793 | loss: 0.0310884 | val_loss: 0.0312233 | Time: 1682.87 ms
[2021-07-04 14:22:04 main:574] : INFO : Epoch 1794 | loss: 0.0310851 | val_loss: 0.0312279 | Time: 1693.67 ms
[2021-07-04 14:22:06 main:574] : INFO : Epoch 1795 | loss: 0.0310828 | val_loss: 0.0312153 | Time: 1714.47 ms
[2021-07-04 14:22:08 main:574] : INFO : Epoch 1796 | loss: 0.0310819 | val_loss: 0.0312483 | Time: 1698.73 ms
[2021-07-04 14:22:09 main:574] : INFO : Epoch 1797 | loss: 0.031085 | val_loss: 0.0312185 | Time: 1711.93 ms
[2021-07-04 14:22:11 main:574] : INFO : Epoch 1798 | loss: 0.0310849 | val_loss: 0.0312291 | Time: 1685.1 ms
[2021-07-04 14:22:13 main:574] : INFO : Epoch 1799 | loss: 0.0310774 | val_loss: 0.0312352 | Time: 1724.36 ms
[2021-07-04 14:22:15 main:574] : INFO : Epoch 1800 | loss: 0.0310736 | val_loss: 0.0312334 | Time: 1690.25 ms
[2021-07-04 14:22:16 main:574] : INFO : Epoch 1801 | loss: 0.0310729 | val_loss: 0.0312381 | Time: 1756.95 ms
[2021-07-04 14:22:18 main:574] : INFO : Epoch 1802 | loss: 0.031079 | val_loss: 0.0312357 | Time: 1659.53 ms
[2021-07-04 14:22:20 main:574] : INFO : Epoch 1803 | loss: 0.0310781 | val_loss: 0.0312272 | Time: 1687.08 ms
[2021-07-04 14:22:21 main:574] : INFO : Epoch 1804 | loss: 0.0310768 | val_loss: 0.0312341 | Time: 1667.28 ms
[2021-07-04 14:22:23 main:574] : INFO : Epoch 1805 | loss: 0.0310754 | val_loss: 0.031243 | Time: 1676.08 ms
[2021-07-04 14:22:25 main:574] : INFO : Epoch 1806 | loss: 0.0310801 | val_loss: 0.031214 | Time: 1732.55 ms
[2021-07-04 14:22:27 main:574] : INFO : Epoch 1807 | loss: 0.0310763 | val_loss: 0.0312344 | Time: 1775.15 ms
[2021-07-04 14:22:28 main:574] : INFO : Epoch 1808 | loss: 0.031077 | val_loss: 0.0312265 | Time: 1720.29 ms
[2021-07-04 14:22:30 main:574] : INFO : Epoch 1809 | loss: 0.0310821 | val_loss: 0.0312298 | Time: 1711.06 ms
[2021-07-04 14:22:32 main:574] : INFO : Epoch 1810 | loss: 0.031078 | val_loss: 0.0312233 | Time: 1664.23 ms
[2021-07-04 14:22:33 main:574] : INFO : Epoch 1811 | loss: 0.0310814 | val_loss: 0.031229 | Time: 1662.13 ms
[2021-07-04 14:22:35 main:574] : INFO : Epoch 1812 | loss: 0.0310829 | val_loss: 0.0312292 | Time: 1624.96 ms
[2021-07-04 14:22:37 main:574] : INFO : Epoch 1813 | loss: 0.0310872 | val_loss: 0.0312089 | Time: 1715.19 ms
[2021-07-04 14:22:38 main:574] : INFO : Epoch 1814 | loss: 0.0310777 | val_loss: 0.0312463 | Time: 1733.46 ms
[2021-07-04 14:22:40 main:574] : INFO : Epoch 1815 | loss: 0.0310734 | val_loss: 0.0312406 | Time: 1750.89 ms
[2021-07-04 14:22:42 main:574] : INFO : Epoch 1816 | loss: 0.0310774 | val_loss: 0.0312316 | Time: 1705.17 ms
[2021-07-04 14:22:44 main:574] : INFO : Epoch 1817 | loss: 0.0310798 | val_loss: 0.0312103 | Time: 1768.92 ms
[2021-07-04 14:22:45 main:574] : INFO : Epoch 1818 | loss: 0.0310782 | val_loss: 0.0312315 | Time: 1714.14 ms
[2021-07-04 14:22:47 main:574] : INFO : Epoch 1819 | loss: 0.0310793 | val_loss: 0.0312412 | Time: 1636.17 ms
[2021-07-04 14:22:49 main:574] : INFO : Epoch 1820 | loss: 0.0310762 | val_loss: 0.031204 | Time: 1749.64 ms
[2021-07-04 14:22:51 main:574] : INFO : Epoch 1821 | loss: 0.0310772 | val_loss: 0.0312151 | Time: 1711.77 ms
[2021-07-04 14:22:52 main:574] : INFO : Epoch 1822 | loss: 0.0310808 | val_loss: 0.031248 | Time: 1727.74 ms
[2021-07-04 14:22:54 main:574] : INFO : Epoch 1823 | loss: 0.0310759 | val_loss: 0.0312412 | Time: 1697.29 ms
[2021-07-04 14:22:56 main:574] : INFO : Epoch 1824 | loss: 0.0310713 | val_loss: 0.0312359 | Time: 1626.7 ms
[2021-07-04 14:22:57 main:574] : INFO : Epoch 1825 | loss: 0.0310698 | val_loss: 0.0312322 | Time: 1656.24 ms
[2021-07-04 14:22:59 main:574] : INFO : Epoch 1826 | loss: 0.031068 | val_loss: 0.0312343 | Time: 1716.95 ms
[2021-07-04 14:23:01 main:574] : INFO : Epoch 1827 | loss: 0.0310731 | val_loss: 0.0312269 | Time: 1704 ms
[2021-07-04 14:23:02 main:574] : INFO : Epoch 1828 | loss: 0.0310733 | val_loss: 0.0312318 | Time: 1683.71 ms
[2021-07-04 14:23:04 main:574] : INFO : Epoch 1829 | loss: 0.031073 | val_loss: 0.0312369 | Time: 1654.95 ms
[2021-07-04 14:23:06 main:574] : INFO : Epoch 1830 | loss: 0.0310732 | val_loss: 0.0312326 | Time: 1677.71 ms
[2021-07-04 14:23:07 main:574] : INFO : Epoch 1831 | loss: 0.0310748 | val_loss: 0.0312267 | Time: 1708.88 ms
[2021-07-04 14:23:09 main:574] : INFO : Epoch 1832 | loss: 0.0310846 | val_loss: 0.0312166 | Time: 1663.86 ms
[2021-07-04 14:23:11 main:574] : INFO : Epoch 1833 | loss: 0.0310803 | val_loss: 0.0312313 | Time: 1685.15 ms
[2021-07-04 14:23:12 main:574] : INFO : Epoch 1834 | loss: 0.0310796 | val_loss: 0.0312278 | Time: 1660.9 ms
[2021-07-04 14:23:14 main:574] : INFO : Epoch 1835 | loss: 0.031075 | val_loss: 0.0312098 | Time: 1696.67 ms
[2021-07-04 14:23:16 main:574] : INFO : Epoch 1836 | loss: 0.0310845 | val_loss: 0.0312211 | Time: 1713.74 ms
[2021-07-04 14:23:18 main:574] : INFO : Epoch 1837 | loss: 0.0310818 | val_loss: 0.0312224 | Time: 1734.51 ms
[2021-07-04 14:23:19 main:574] : INFO : Epoch 1838 | loss: 0.0310945 | val_loss: 0.0312123 | Time: 1702.61 ms
[2021-07-04 14:23:21 main:574] : INFO : Epoch 1839 | loss: 0.0310776 | val_loss: 0.0312191 | Time: 1730.48 ms
[2021-07-04 14:23:23 main:574] : INFO : Epoch 1840 | loss: 0.0310833 | val_loss: 0.0312376 | Time: 1702.1 ms
[2021-07-04 14:23:24 main:574] : INFO : Epoch 1841 | loss: 0.0310832 | val_loss: 0.0312312 | Time: 1711.91 ms
[2021-07-04 14:23:26 main:574] : INFO : Epoch 1842 | loss: 0.0310894 | val_loss: 0.0312114 | Time: 1704.14 ms
[2021-07-04 14:23:28 main:574] : INFO : Epoch 1843 | loss: 0.0311476 | val_loss: 0.031184 | Time: 1722.38 ms
[2021-07-04 14:23:30 main:574] : INFO : Epoch 1844 | loss: 0.0311353 | val_loss: 0.0311874 | Time: 1647.56 ms
[2021-07-04 14:23:31 main:574] : INFO : Epoch 1845 | loss: 0.0311203 | val_loss: 0.0311987 | Time: 1671.32 ms
[2021-07-04 14:23:33 main:574] : INFO : Epoch 1846 | loss: 0.0311081 | val_loss: 0.0312072 | Time: 1700.92 ms
[2021-07-04 14:23:35 main:574] : INFO : Epoch 1847 | loss: 0.0311023 | val_loss: 0.0312099 | Time: 1711.74 ms
[2021-07-04 14:23:36 main:574] : INFO : Epoch 1848 | loss: 0.0310938 | val_loss: 0.0312089 | Time: 1691.07 ms
[2021-07-04 14:23:38 main:574] : INFO : Epoch 1849 | loss: 0.0310862 | val_loss: 0.0312179 | Time: 1710.35 ms
[2021-07-04 14:23:40 main:574] : INFO : Epoch 1850 | loss: 0.0310828 | val_loss: 0.0312146 | Time: 1775.89 ms
[2021-07-04 14:23:42 main:574] : INFO : Epoch 1851 | loss: 0.0310802 | val_loss: 0.0312348 | Time: 1708.26 ms
[2021-07-04 14:23:43 main:574] : INFO : Epoch 1852 | loss: 0.0310849 | val_loss: 0.0312206 | Time: 1645.7 ms
[2021-07-04 14:23:45 main:574] : INFO : Epoch 1853 | loss: 0.0310807 | val_loss: 0.0312093 | Time: 1669.22 ms
[2021-07-04 14:23:47 main:574] : INFO : Epoch 1854 | loss: 0.0310819 | val_loss: 0.0312418 | Time: 1691.73 ms
[2021-07-04 14:23:48 main:574] : INFO : Epoch 1855 | loss: 0.0310795 | val_loss: 0.0312172 | Time: 1750.62 ms
[2021-07-04 14:23:50 main:574] : INFO : Epoch 1856 | loss: 0.0310755 | val_loss: 0.0312309 | Time: 1758.51 ms
[2021-07-04 14:23:52 main:574] : INFO : Epoch 1857 | loss: 0.0310708 | val_loss: 0.0312334 | Time: 1674.75 ms
[2021-07-04 14:23:53 main:574] : INFO : Epoch 1858 | loss: 0.0310718 | val_loss: 0.0312324 | Time: 1651.1 ms
[2021-07-04 14:23:55 main:574] : INFO : Epoch 1859 | loss: 0.0310774 | val_loss: 0.0312313 | Time: 1677.7 ms
[2021-07-04 14:23:57 main:574] : INFO : Epoch 1860 | loss: 0.0310816 | val_loss: 0.031227 | Time: 1714.88 ms
[2021-07-04 14:23:59 main:574] : INFO : Epoch 1861 | loss: 0.0310818 | val_loss: 0.0312257 | Time: 1720.03 ms
[2021-07-04 14:24:00 main:574] : INFO : Epoch 1862 | loss: 0.0311015 | val_loss: 0.0312098 | Time: 1718.33 ms
[2021-07-04 14:24:02 main:574] : INFO : Epoch 1863 | loss: 0.0310907 | val_loss: 0.0312306 | Time: 1700.95 ms
[2021-07-04 14:24:04 main:574] : INFO : Epoch 1864 | loss: 0.0310803 | val_loss: 0.0312204 | Time: 1776.22 ms
[2021-07-04 14:24:05 main:574] : INFO : Epoch 1865 | loss: 0.0310763 | val_loss: 0.0312286 | Time: 1734.41 ms
[2021-07-04 14:24:07 main:574] : INFO : Epoch 1866 | loss: 0.0310843 | val_loss: 0.0312144 | Time: 1686.37 ms
[2021-07-04 14:24:09 main:574] : INFO : Epoch 1867 | loss: 0.0310897 | val_loss: 0.0312235 | Time: 1664.1 ms
[2021-07-04 14:24:11 main:574] : INFO : Epoch 1868 | loss: 0.0310795 | val_loss: 0.0312292 | Time: 1702.01 ms
[2021-07-04 14:24:12 main:574] : INFO : Epoch 1869 | loss: 0.0310776 | val_loss: 0.0312373 | Time: 1709.95 ms
[2021-07-04 14:24:14 main:574] : INFO : Epoch 1870 | loss: 0.0310763 | val_loss: 0.031221 | Time: 1655.18 ms
[2021-07-04 14:24:16 main:574] : INFO : Epoch 1871 | loss: 0.0310773 | val_loss: 0.0312377 | Time: 1620.75 ms
[2021-07-04 14:24:17 main:574] : INFO : Epoch 1872 | loss: 0.0310777 | val_loss: 0.031225 | Time: 1677.51 ms
[2021-07-04 14:24:19 main:574] : INFO : Epoch 1873 | loss: 0.0310776 | val_loss: 0.0312255 | Time: 1666.75 ms
[2021-07-04 14:24:21 main:574] : INFO : Epoch 1874 | loss: 0.0310826 | val_loss: 0.0312323 | Time: 1695.74 ms
[2021-07-04 14:24:22 main:574] : INFO : Epoch 1875 | loss: 0.0310745 | val_loss: 0.0312371 | Time: 1720.63 ms
[2021-07-04 14:24:24 main:574] : INFO : Epoch 1876 | loss: 0.0310844 | val_loss: 0.0312097 | Time: 1692.94 ms
[2021-07-04 14:24:26 main:574] : INFO : Epoch 1877 | loss: 0.0310817 | val_loss: 0.0312416 | Time: 1732.49 ms
[2021-07-04 14:24:28 main:574] : INFO : Epoch 1878 | loss: 0.0310765 | val_loss: 0.0312336 | Time: 1739.55 ms
[2021-07-04 14:24:29 main:574] : INFO : Epoch 1879 | loss: 0.0310752 | val_loss: 0.0312226 | Time: 1700.63 ms
[2021-07-04 14:24:31 main:574] : INFO : Epoch 1880 | loss: 0.0310791 | val_loss: 0.0312153 | Time: 1680.52 ms
[2021-07-04 14:24:33 main:574] : INFO : Epoch 1881 | loss: 0.0310756 | val_loss: 0.0312256 | Time: 1711.55 ms
[2021-07-04 14:24:34 main:574] : INFO : Epoch 1882 | loss: 0.0310727 | val_loss: 0.0312397 | Time: 1726.91 ms
[2021-07-04 14:24:36 main:574] : INFO : Epoch 1883 | loss: 0.0310728 | val_loss: 0.0312246 | Time: 1712.05 ms
[2021-07-04 14:24:38 main:574] : INFO : Epoch 1884 | loss: 0.0310745 | val_loss: 0.0312257 | Time: 1728.2 ms
[2021-07-04 14:24:40 main:574] : INFO : Epoch 1885 | loss: 0.0310754 | val_loss: 0.0312211 | Time: 1713.92 ms
[2021-07-04 14:24:41 main:574] : INFO : Epoch 1886 | loss: 0.0310761 | val_loss: 0.031233 | Time: 1677.73 ms
[2021-07-04 14:24:43 main:574] : INFO : Epoch 1887 | loss: 0.031074 | val_loss: 0.0312482 | Time: 1663.75 ms
[2021-07-04 14:24:45 main:574] : INFO : Epoch 1888 | loss: 0.0310742 | val_loss: 0.0312289 | Time: 1756.17 ms
[2021-07-04 14:24:46 main:574] : INFO : Epoch 1889 | loss: 0.0310705 | val_loss: 0.0312291 | Time: 1658.62 ms
[2021-07-04 14:24:48 main:574] : INFO : Epoch 1890 | loss: 0.0311206 | val_loss: 0.0312055 | Time: 1767.04 ms
[2021-07-04 14:24:50 main:574] : INFO : Epoch 1891 | loss: 0.0311259 | val_loss: 0.0311987 | Time: 1740.65 ms
[2021-07-04 14:24:52 main:574] : INFO : Epoch 1892 | loss: 0.0311005 | val_loss: 0.0312217 | Time: 1682.39 ms
[2021-07-04 14:24:53 main:574] : INFO : Epoch 1893 | loss: 0.0310846 | val_loss: 0.0312252 | Time: 1745.93 ms
[2021-07-04 14:24:55 main:574] : INFO : Epoch 1894 | loss: 0.0310763 | val_loss: 0.0312418 | Time: 1720.58 ms
[2021-07-04 14:24:57 main:574] : INFO : Epoch 1895 | loss: 0.0310762 | val_loss: 0.0312252 | Time: 1692.42 ms
[2021-07-04 14:24:58 main:574] : INFO : Epoch 1896 | loss: 0.0310722 | val_loss: 0.031222 | Time: 1686.98 ms
[2021-07-04 14:25:00 main:574] : INFO : Epoch 1897 | loss: 0.031072 | val_loss: 0.0312533 | Time: 1668.81 ms
[2021-07-04 14:25:02 main:574] : INFO : Epoch 1898 | loss: 0.0310721 | val_loss: 0.0312178 | Time: 1697.91 ms
[2021-07-04 14:25:03 main:574] : INFO : Epoch 1899 | loss: 0.0310746 | val_loss: 0.0312229 | Time: 1669.35 ms
[2021-07-04 14:25:05 main:574] : INFO : Epoch 1900 | loss: 0.0310946 | val_loss: 0.0312375 | Time: 1624.74 ms
[2021-07-04 14:25:07 main:574] : INFO : Epoch 1901 | loss: 0.0310879 | val_loss: 0.0312249 | Time: 1713.44 ms
[2021-07-04 14:25:08 main:574] : INFO : Epoch 1902 | loss: 0.0310867 | val_loss: 0.0312227 | Time: 1683.81 ms
[2021-07-04 14:25:10 main:574] : INFO : Epoch 1903 | loss: 0.0310831 | val_loss: 0.0312186 | Time: 1701.97 ms
[2021-07-04 14:25:12 main:574] : INFO : Epoch 1904 | loss: 0.0310844 | val_loss: 0.0312096 | Time: 1710.21 ms
[2021-07-04 14:25:14 main:574] : INFO : Epoch 1905 | loss: 0.031079 | val_loss: 0.0312243 | Time: 1706.24 ms
[2021-07-04 14:25:15 main:574] : INFO : Epoch 1906 | loss: 0.031076 | val_loss: 0.0312384 | Time: 1692.88 ms
[2021-07-04 14:25:17 main:574] : INFO : Epoch 1907 | loss: 0.0310737 | val_loss: 0.0312214 | Time: 1678.68 ms
[2021-07-04 14:25:19 main:574] : INFO : Epoch 1908 | loss: 0.0310717 | val_loss: 0.0312282 | Time: 1672.01 ms
[2021-07-04 14:25:20 main:574] : INFO : Epoch 1909 | loss: 0.0310687 | val_loss: 0.0312359 | Time: 1670.01 ms
[2021-07-04 14:25:22 main:574] : INFO : Epoch 1910 | loss: 0.0310747 | val_loss: 0.0312337 | Time: 1653.3 ms
[2021-07-04 14:25:24 main:574] : INFO : Epoch 1911 | loss: 0.0310725 | val_loss: 0.0312241 | Time: 1726.32 ms
[2021-07-04 14:25:25 main:574] : INFO : Epoch 1912 | loss: 0.0310755 | val_loss: 0.0312191 | Time: 1744.41 ms
[2021-07-04 14:25:27 main:574] : INFO : Epoch 1913 | loss: 0.0310813 | val_loss: 0.0312348 | Time: 1729.83 ms
[2021-07-04 14:25:29 main:574] : INFO : Epoch 1914 | loss: 0.031075 | val_loss: 0.0312311 | Time: 1716.85 ms
[2021-07-04 14:25:31 main:574] : INFO : Epoch 1915 | loss: 0.0310769 | val_loss: 0.0312154 | Time: 1668.65 ms
[2021-07-04 14:25:32 main:574] : INFO : Epoch 1916 | loss: 0.0310878 | val_loss: 0.0312162 | Time: 1740.21 ms
[2021-07-04 14:25:34 main:574] : INFO : Epoch 1917 | loss: 0.0310856 | val_loss: 0.0312364 | Time: 1711.9 ms
[2021-07-04 14:25:36 main:574] : INFO : Epoch 1918 | loss: 0.0310765 | val_loss: 0.0312209 | Time: 1690.65 ms
[2021-07-04 14:25:38 main:574] : INFO : Epoch 1919 | loss: 0.031074 | val_loss: 0.0312168 | Time: 1742 ms
[2021-07-04 14:25:39 main:574] : INFO : Epoch 1920 | loss: 0.0310973 | val_loss: 0.0312115 | Time: 1705.28 ms
[2021-07-04 14:25:41 main:574] : INFO : Epoch 1921 | loss: 0.0310987 | val_loss: 0.0312065 | Time: 1692.55 ms
[2021-07-04 14:25:43 main:574] : INFO : Epoch 1922 | loss: 0.0310889 | val_loss: 0.0312098 | Time: 1670.23 ms
[2021-07-04 14:25:44 main:574] : INFO : Epoch 1923 | loss: 0.0310913 | val_loss: 0.0312123 | Time: 1667.09 ms
[2021-07-04 14:25:46 main:574] : INFO : Epoch 1924 | loss: 0.0310889 | val_loss: 0.0312245 | Time: 1702.57 ms
[2021-07-04 14:25:48 main:574] : INFO : Epoch 1925 | loss: 0.0311004 | val_loss: 0.0312089 | Time: 1728.84 ms
[2021-07-04 14:25:49 main:574] : INFO : Epoch 1926 | loss: 0.0310894 | val_loss: 0.0312233 | Time: 1727.19 ms
[2021-07-04 14:25:51 main:574] : INFO : Epoch 1927 | loss: 0.031083 | val_loss: 0.0312108 | Time: 1677.92 ms
[2021-07-04 14:25:53 main:574] : INFO : Epoch 1928 | loss: 0.0310762 | val_loss: 0.0312314 | Time: 1700.32 ms
[2021-07-04 14:25:55 main:574] : INFO : Epoch 1929 | loss: 0.0310759 | val_loss: 0.0312232 | Time: 1694.27 ms
[2021-07-04 14:25:56 main:574] : INFO : Epoch 1930 | loss: 0.0310732 | val_loss: 0.0312267 | Time: 1669.61 ms
[2021-07-04 14:25:58 main:574] : INFO : Epoch 1931 | loss: 0.0310782 | val_loss: 0.0312203 | Time: 1659.57 ms
[2021-07-04 14:26:00 main:574] : INFO : Epoch 1932 | loss: 0.0310753 | val_loss: 0.0312361 | Time: 1696.99 ms
[2021-07-04 14:26:01 main:574] : INFO : Epoch 1933 | loss: 0.0310718 | val_loss: 0.0312216 | Time: 1748.79 ms
[2021-07-04 14:26:03 main:574] : INFO : Epoch 1934 | loss: 0.0310718 | val_loss: 0.0312193 | Time: 1733.68 ms
[2021-07-04 14:26:05 main:574] : INFO : Epoch 1935 | loss: 0.0310721 | val_loss: 0.0312212 | Time: 1785.58 ms
[2021-07-04 14:26:07 main:574] : INFO : Epoch 1936 | loss: 0.0310729 | val_loss: 0.0312249 | Time: 1711.19 ms
[2021-07-04 14:26:08 main:574] : INFO : Epoch 1937 | loss: 0.0310723 | val_loss: 0.0312484 | Time: 1684.27 ms
[2021-07-04 14:26:10 main:574] : INFO : Epoch 1938 | loss: 0.031068 | val_loss: 0.0312134 | Time: 1732.53 ms
[2021-07-04 14:26:12 main:574] : INFO : Epoch 1939 | loss: 0.0310682 | val_loss: 0.0312408 | Time: 1689.73 ms
[2021-07-04 14:26:13 main:574] : INFO : Epoch 1940 | loss: 0.0310817 | val_loss: 0.0312397 | Time: 1649.29 ms
[2021-07-04 14:26:15 main:574] : INFO : Epoch 1941 | loss: 0.0310804 | val_loss: 0.0312231 | Time: 1680.8 ms
[2021-07-04 14:26:17 main:574] : INFO : Epoch 1942 | loss: 0.0310914 | val_loss: 0.0312178 | Time: 1696.27 ms
[2021-07-04 14:26:18 main:574] : INFO : Epoch 1943 | loss: 0.0310823 | val_loss: 0.0312388 | Time: 1658.33 ms
[2021-07-04 14:26:20 main:574] : INFO : Epoch 1944 | loss: 0.0310799 | val_loss: 0.0312196 | Time: 1647.42 ms
[2021-07-04 14:26:22 main:574] : INFO : Epoch 1945 | loss: 0.031076 | val_loss: 0.0312248 | Time: 1710.34 ms
[2021-07-04 14:26:24 main:574] : INFO : Epoch 1946 | loss: 0.0310724 | val_loss: 0.031216 | Time: 1691.7 ms
[2021-07-04 14:26:25 main:574] : INFO : Epoch 1947 | loss: 0.031075 | val_loss: 0.0312311 | Time: 1648.48 ms
[2021-07-04 14:26:27 main:574] : INFO : Epoch 1948 | loss: 0.0310806 | val_loss: 0.031221 | Time: 1699.46 ms
[2021-07-04 14:26:29 main:574] : INFO : Epoch 1949 | loss: 0.031077 | val_loss: 0.031231 | Time: 1680.77 ms
[2021-07-04 14:26:30 main:574] : INFO : Epoch 1950 | loss: 0.0310784 | val_loss: 0.0312164 | Time: 1714.78 ms
[2021-07-04 14:26:32 main:574] : INFO : Epoch 1951 | loss: 0.0310984 | val_loss: 0.0312049 | Time: 1715.06 ms
[2021-07-04 14:26:34 main:574] : INFO : Epoch 1952 | loss: 0.0310866 | val_loss: 0.0312082 | Time: 1653.54 ms
[2021-07-04 14:26:35 main:574] : INFO : Epoch 1953 | loss: 0.0310822 | val_loss: 0.0312275 | Time: 1642.93 ms
[2021-07-04 14:26:37 main:574] : INFO : Epoch 1954 | loss: 0.031073 | val_loss: 0.0312338 | Time: 1737.4 ms
[2021-07-04 14:26:39 main:574] : INFO : Epoch 1955 | loss: 0.0310731 | val_loss: 0.0312317 | Time: 1689.89 ms
[2021-07-04 14:26:40 main:574] : INFO : Epoch 1956 | loss: 0.0310751 | val_loss: 0.0312251 | Time: 1728.34 ms
[2021-07-04 14:26:42 main:574] : INFO : Epoch 1957 | loss: 0.0310788 | val_loss: 0.0312149 | Time: 1675.43 ms
[2021-07-04 14:26:44 main:574] : INFO : Epoch 1958 | loss: 0.0310805 | val_loss: 0.0312362 | Time: 1731.59 ms
[2021-07-04 14:26:46 main:574] : INFO : Epoch 1959 | loss: 0.0310779 | val_loss: 0.0312265 | Time: 1707.93 ms
[2021-07-04 14:26:47 main:574] : INFO : Epoch 1960 | loss: 0.0310775 | val_loss: 0.0312248 | Time: 1687.61 ms
[2021-07-04 14:26:49 main:574] : INFO : Epoch 1961 | loss: 0.0310729 | val_loss: 0.0312306 | Time: 1743.85 ms
[2021-07-04 14:26:51 main:574] : INFO : Epoch 1962 | loss: 0.0310777 | val_loss: 0.0312144 | Time: 1716.02 ms
[2021-07-04 14:26:52 main:574] : INFO : Epoch 1963 | loss: 0.0310721 | val_loss: 0.0312273 | Time: 1679.38 ms
[2021-07-04 14:26:54 main:574] : INFO : Epoch 1964 | loss: 0.0310711 | val_loss: 0.0312408 | Time: 1658 ms
[2021-07-04 14:26:56 main:574] : INFO : Epoch 1965 | loss: 0.0310709 | val_loss: 0.0312372 | Time: 1690.21 ms
[2021-07-04 14:26:57 main:574] : INFO : Epoch 1966 | loss: 0.0310692 | val_loss: 0.0312277 | Time: 1600.77 ms
[2021-07-04 14:26:59 main:574] : INFO : Epoch 1967 | loss: 0.0310648 | val_loss: 0.0312181 | Time: 1686.18 ms
[2021-07-04 14:27:01 main:574] : INFO : Epoch 1968 | loss: 0.0310709 | val_loss: 0.0312394 | Time: 1646.15 ms
[2021-07-04 14:27:02 main:574] : INFO : Epoch 1969 | loss: 0.0310662 | val_loss: 0.0312367 | Time: 1752.56 ms
[2021-07-04 14:27:04 main:574] : INFO : Epoch 1970 | loss: 0.0310727 | val_loss: 0.0312209 | Time: 1758.32 ms
[2021-07-04 14:27:06 main:574] : INFO : Epoch 1971 | loss: 0.0310695 | val_loss: 0.0312366 | Time: 1675.9 ms
[2021-07-04 14:27:08 main:574] : INFO : Epoch 1972 | loss: 0.0310668 | val_loss: 0.0312373 | Time: 1717.68 ms
[2021-07-04 14:27:09 main:574] : INFO : Epoch 1973 | loss: 0.0310784 | val_loss: 0.0312291 | Time: 1682.55 ms
[2021-07-04 14:27:11 main:574] : INFO : Epoch 1974 | loss: 0.031081 | val_loss: 0.0312277 | Time: 1661.38 ms
[2021-07-04 14:27:13 main:574] : INFO : Epoch 1975 | loss: 0.0310833 | val_loss: 0.0312267 | Time: 1690.82 ms
[2021-07-04 14:27:14 main:574] : INFO : Epoch 1976 | loss: 0.0310774 | val_loss: 0.031236 | Time: 1729.07 ms
[2021-07-04 14:27:16 main:574] : INFO : Epoch 1977 | loss: 0.0310758 | val_loss: 0.0312229 | Time: 1735.29 ms
[2021-07-04 14:27:18 main:574] : INFO : Epoch 1978 | loss: 0.0310767 | val_loss: 0.031226 | Time: 1728.8 ms
[2021-07-04 14:27:20 main:574] : INFO : Epoch 1979 | loss: 0.0310854 | val_loss: 0.0312157 | Time: 1761.87 ms
[2021-07-04 14:27:21 main:574] : INFO : Epoch 1980 | loss: 0.0310806 | val_loss: 0.0312197 | Time: 1776.44 ms
[2021-07-04 14:27:23 main:574] : INFO : Epoch 1981 | loss: 0.0310737 | val_loss: 0.0312244 | Time: 1752.01 ms
[2021-07-04 14:27:25 main:574] : INFO : Epoch 1982 | loss: 0.0310741 | val_loss: 0.0312155 | Time: 1733.94 ms
[2021-07-04 14:27:27 main:574] : INFO : Epoch 1983 | loss: 0.031076 | val_loss: 0.031203 | Time: 2268.24 ms
[2021-07-04 14:27:30 main:574] : INFO : Epoch 1984 | loss: 0.0310775 | val_loss: 0.0312323 | Time: 2484.02 ms
[2021-07-04 14:27:32 main:574] : INFO : Epoch 1985 | loss: 0.0310725 | val_loss: 0.0312261 | Time: 2535.67 ms
[2021-07-04 14:27:35 main:574] : INFO : Epoch 1986 | loss: 0.0310676 | val_loss: 0.0312408 | Time: 2518.07 ms
[2021-07-04 14:27:37 main:574] : INFO : Epoch 1987 | loss: 0.0310682 | val_loss: 0.0312347 | Time: 2549.2 ms
[2021-07-04 14:27:40 main:574] : INFO : Epoch 1988 | loss: 0.0310665 | val_loss: 0.0312261 | Time: 2557.84 ms
[2021-07-04 14:27:42 main:574] : INFO : Epoch 1989 | loss: 0.0310666 | val_loss: 0.0312303 | Time: 2465.36 ms
[2021-07-04 14:27:45 main:574] : INFO : Epoch 1990 | loss: 0.0310703 | val_loss: 0.0312314 | Time: 2516.79 ms
[2021-07-04 14:27:47 main:574] : INFO : Epoch 1991 | loss: 0.0310716 | val_loss: 0.0312291 | Time: 2553.99 ms
[2021-07-04 14:27:50 main:574] : INFO : Epoch 1992 | loss: 0.0310686 | val_loss: 0.0312328 | Time: 2485.52 ms
[2021-07-04 14:27:52 main:574] : INFO : Epoch 1993 | loss: 0.0310638 | val_loss: 0.0312465 | Time: 2531.37 ms
[2021-07-04 14:27:55 main:574] : INFO : Epoch 1994 | loss: 0.0310775 | val_loss: 0.031221 | Time: 2475.9 ms
[2021-07-04 14:27:58 main:574] : INFO : Epoch 1995 | loss: 0.031071 | val_loss: 0.0312352 | Time: 2548.03 ms
[2021-07-04 14:28:00 main:574] : INFO : Epoch 1996 | loss: 0.0310699 | val_loss: 0.0312254 | Time: 2566.64 ms
[2021-07-04 14:28:03 main:574] : INFO : Epoch 1997 | loss: 0.0310712 | val_loss: 0.0312332 | Time: 2442.69 ms
[2021-07-04 14:28:05 main:574] : INFO : Epoch 1998 | loss: 0.0310723 | val_loss: 0.0312262 | Time: 2503.12 ms
[2021-07-04 14:28:08 main:574] : INFO : Epoch 1999 | loss: 0.0310788 | val_loss: 0.0312596 | Time: 2510.55 ms
[2021-07-04 14:28:10 main:574] : INFO : Epoch 2000 | loss: 0.0310739 | val_loss: 0.0312256 | Time: 2556.24 ms
[2021-07-04 14:28:13 main:574] : INFO : Epoch 2001 | loss: 0.0310774 | val_loss: 0.0312275 | Time: 2548.83 ms
[2021-07-04 14:28:15 main:574] : INFO : Epoch 2002 | loss: 0.0310777 | val_loss: 0.031237 | Time: 2592.37 ms
[2021-07-04 14:28:18 main:574] : INFO : Epoch 2003 | loss: 0.0310773 | val_loss: 0.0312531 | Time: 2481.09 ms
[2021-07-04 14:28:20 main:574] : INFO : Epoch 2004 | loss: 0.0310783 | val_loss: 0.0312377 | Time: 2525.86 ms
[2021-07-04 14:28:23 main:574] : INFO : Epoch 2005 | loss: 0.0310775 | val_loss: 0.0312359 | Time: 2527.55 ms
[2021-07-04 14:28:25 main:574] : INFO : Epoch 2006 | loss: 0.0310745 | val_loss: 0.0312287 | Time: 2499.9 ms
[2021-07-04 14:28:28 main:574] : INFO : Epoch 2007 | loss: 0.0310727 | val_loss: 0.03122 | Time: 2512.77 ms
[2021-07-04 14:28:30 main:574] : INFO : Epoch 2008 | loss: 0.0310799 | val_loss: 0.0312155 | Time: 2498.32 ms
[2021-07-04 14:28:33 main:574] : INFO : Epoch 2009 | loss: 0.0310775 | val_loss: 0.031237 | Time: 2533.2 ms
[2021-07-04 14:28:35 main:574] : INFO : Epoch 2010 | loss: 0.031069 | val_loss: 0.0312309 | Time: 2545.56 ms
[2021-07-04 14:28:38 main:574] : INFO : Epoch 2011 | loss: 0.0310784 | val_loss: 0.0312248 | Time: 2551.72 ms
[2021-07-04 14:28:41 main:574] : INFO : Epoch 2012 | loss: 0.0310718 | val_loss: 0.0312222 | Time: 2520.46 ms
[2021-07-04 14:28:43 main:574] : INFO : Epoch 2013 | loss: 0.0310687 | val_loss: 0.0312378 | Time: 2466.76 ms
[2021-07-04 14:28:46 main:574] : INFO : Epoch 2014 | loss: 0.0310904 | val_loss: 0.031239 | Time: 2544.39 ms
[2021-07-04 14:28:48 main:574] : INFO : Epoch 2015 | loss: 0.0310901 | val_loss: 0.0312112 | Time: 2544.53 ms
[2021-07-04 14:28:51 main:574] : INFO : Epoch 2016 | loss: 0.0310809 | val_loss: 0.0312336 | Time: 2551.47 ms
[2021-07-04 14:28:53 main:574] : INFO : Epoch 2017 | loss: 0.0310807 | val_loss: 0.0312138 | Time: 2560.36 ms
[2021-07-04 14:28:56 main:574] : INFO : Epoch 2018 | loss: 0.0310735 | val_loss: 0.0312359 | Time: 2528.87 ms
[2021-07-04 14:28:58 main:574] : INFO : Epoch 2019 | loss: 0.0310695 | val_loss: 0.0312374 | Time: 2560.62 ms
[2021-07-04 14:29:01 main:574] : INFO : Epoch 2020 | loss: 0.0310723 | val_loss: 0.0312234 | Time: 2518.92 ms
[2021-07-04 14:29:03 main:574] : INFO : Epoch 2021 | loss: 0.0310781 | val_loss: 0.0312323 | Time: 2527.47 ms
[2021-07-04 14:29:06 main:574] : INFO : Epoch 2022 | loss: 0.0310856 | val_loss: 0.0312157 | Time: 2555.99 ms
[2021-07-04 14:29:08 main:574] : INFO : Epoch 2023 | loss: 0.0310808 | val_loss: 0.031229 | Time: 2513.26 ms
[2021-07-04 14:29:11 main:574] : INFO : Epoch 2024 | loss: 0.0310809 | val_loss: 0.031237 | Time: 2536.72 ms
[2021-07-04 14:29:14 main:574] : INFO : Epoch 2025 | loss: 0.0310783 | val_loss: 0.0312125 | Time: 2506.03 ms
[2021-07-04 14:29:16 main:574] : INFO : Epoch 2026 | loss: 0.031086 | val_loss: 0.0312286 | Time: 2493.94 ms
[2021-07-04 14:29:19 main:574] : INFO : Epoch 2027 | loss: 0.031084 | val_loss: 0.0312237 | Time: 2494 ms
[2021-07-04 14:29:21 main:574] : INFO : Epoch 2028 | loss: 0.0310735 | val_loss: 0.0312368 | Time: 2573.11 ms
[2021-07-04 14:29:24 main:574] : INFO : Epoch 2029 | loss: 0.0310771 | val_loss: 0.0312372 | Time: 2569.89 ms
[2021-07-04 14:29:26 main:574] : INFO : Epoch 2030 | loss: 0.0310727 | val_loss: 0.0312272 | Time: 2504.07 ms
[2021-07-04 14:29:29 main:574] : INFO : Epoch 2031 | loss: 0.0310747 | val_loss: 0.0312102 | Time: 2559.74 ms
[2021-07-04 14:29:31 main:574] : INFO : Epoch 2032 | loss: 0.0310801 | val_loss: 0.0312367 | Time: 2600.98 ms
[2021-07-04 14:29:34 main:574] : INFO : Epoch 2033 | loss: 0.0310765 | val_loss: 0.0312298 | Time: 2537.53 ms
[2021-07-04 14:29:36 main:574] : INFO : Epoch 2034 | loss: 0.0310755 | val_loss: 0.0312438 | Time: 2563.18 ms
[2021-07-04 14:29:39 main:574] : INFO : Epoch 2035 | loss: 0.0310717 | val_loss: 0.0312309 | Time: 2546.64 ms
[2021-07-04 14:29:42 main:574] : INFO : Epoch 2036 | loss: 0.0310663 | val_loss: 0.0312382 | Time: 2542.84 ms
[2021-07-04 14:29:44 main:574] : INFO : Epoch 2037 | loss: 0.0310691 | val_loss: 0.0312228 | Time: 2539.48 ms
[2021-07-04 14:29:47 main:574] : INFO : Epoch 2038 | loss: 0.0310709 | val_loss: 0.0312356 | Time: 2561.75 ms
[2021-07-04 14:29:49 main:574] : INFO : Epoch 2039 | loss: 0.0310685 | val_loss: 0.0312225 | Time: 2564.83 ms
[2021-07-04 14:29:52 main:574] : INFO : Epoch 2040 | loss: 0.0310684 | val_loss: 0.0312428 | Time: 2506.9 ms
[2021-07-04 14:29:54 main:574] : INFO : Epoch 2041 | loss: 0.0310669 | val_loss: 0.0312331 | Time: 2565.35 ms
[2021-07-04 14:29:57 main:574] : INFO : Epoch 2042 | loss: 0.0310753 | val_loss: 0.0312291 | Time: 2613.95 ms
[2021-07-04 14:29:59 main:574] : INFO : Epoch 2043 | loss: 0.031077 | val_loss: 0.0312274 | Time: 2511.46 ms
[2021-07-04 14:30:02 main:574] : INFO : Epoch 2044 | loss: 0.0310892 | val_loss: 0.0312143 | Time: 2507.89 ms
[2021-07-04 14:30:05 main:574] : INFO : Epoch 2045 | loss: 0.0311003 | val_loss: 0.0312185 | Time: 2553.68 ms
[2021-07-04 14:30:07 main:574] : INFO : Epoch 2046 | loss: 0.0310891 | val_loss: 0.031217 | Time: 2509.5 ms
[2021-07-04 14:30:10 main:574] : INFO : Epoch 2047 | loss: 0.0310874 | val_loss: 0.0312178 | Time: 2504.2 ms
[2021-07-04 14:30:12 main:574] : INFO : Epoch 2048 | loss: 0.0310836 | val_loss: 0.0312362 | Time: 2528.31 ms
[2021-07-04 14:30:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312362
[2021-07-04 14:30:12 main:603] : INFO : Saving end state to config to file
[2021-07-04 14:30:12 main:608] : INFO : Success, exiting..
14:30:12 (14132): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)