Task 14178579
| Name | ParityModified-1647048390-9223-3-0_0 |
| Workunit | 11240697 |
| Created | 1 Apr 2022, 5:40:30 UTC |
| Sent | 6 Apr 2022, 1:31:36 UTC |
| Report deadline | 14 Apr 2022, 1:31:36 UTC |
| Received | 6 Apr 2022, 22:21:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 1 min 30 sec |
| CPU time | 59 min 21 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 | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311912 | val_loss: 0.0312293 | Time: 1765.29 ms
[2022-04-06 17:06:17 main:574] : INFO : Epoch 1543 | loss: 0.0311913 | val_loss: 0.0312306 | Time: 1688.33 ms
[2022-04-06 17:06:19 main:574] : INFO : Epoch 1544 | loss: 0.0311916 | val_loss: 0.0312273 | Time: 1699.57 ms
[2022-04-06 17:06:20 main:574] : INFO : Epoch 1545 | loss: 0.0311916 | val_loss: 0.0312268 | Time: 1693.69 ms
[2022-04-06 17:06:22 main:574] : INFO : Epoch 1546 | loss: 0.0311912 | val_loss: 0.0312308 | Time: 1672.2 ms
[2022-04-06 17:06:24 main:574] : INFO : Epoch 1547 | loss: 0.0311913 | val_loss: 0.0312287 | Time: 1713.62 ms
[2022-04-06 17:06:26 main:574] : INFO : Epoch 1548 | loss: 0.0311914 | val_loss: 0.0312295 | Time: 1714.51 ms
[2022-04-06 17:06:27 main:574] : INFO : Epoch 1549 | loss: 0.0311914 | val_loss: 0.0312313 | Time: 1700.89 ms
[2022-04-06 17:06:29 main:574] : INFO : Epoch 1550 | loss: 0.0311915 | val_loss: 0.0312282 | Time: 1712.63 ms
[2022-04-06 17:06:31 main:574] : INFO : Epoch 1551 | loss: 0.0311911 | val_loss: 0.031228 | Time: 1736.37 ms
[2022-04-06 17:06:32 main:574] : INFO : Epoch 1552 | loss: 0.0311922 | val_loss: 0.0312331 | Time: 1688.09 ms
[2022-04-06 17:06:34 main:574] : INFO : Epoch 1553 | loss: 0.0311921 | val_loss: 0.0312268 | Time: 1678.18 ms
[2022-04-06 17:06:36 main:574] : INFO : Epoch 1554 | loss: 0.0311916 | val_loss: 0.0312324 | Time: 1737.23 ms
[2022-04-06 17:06:38 main:574] : INFO : Epoch 1555 | loss: 0.0311917 | val_loss: 0.0312276 | Time: 1677.42 ms
[2022-04-06 17:06:39 main:574] : INFO : Epoch 1556 | loss: 0.0311914 | val_loss: 0.03123 | Time: 1714.75 ms
[2022-04-06 17:06:41 main:574] : INFO : Epoch 1557 | loss: 0.0311916 | val_loss: 0.0312344 | Time: 1736.11 ms
[2022-04-06 17:06:43 main:574] : INFO : Epoch 1558 | loss: 0.0311919 | val_loss: 0.0312261 | Time: 1713.21 ms
[2022-04-06 17:06:44 main:574] : INFO : Epoch 1559 | loss: 0.0311915 | val_loss: 0.031238 | Time: 1700.2 ms
[2022-04-06 17:06:46 main:574] : INFO : Epoch 1560 | loss: 0.0311939 | val_loss: 0.0312284 | Time: 1712.55 ms
[2022-04-06 17:06:48 main:574] : INFO : Epoch 1561 | loss: 0.0311917 | val_loss: 0.0312255 | Time: 1706.2 ms
[2022-04-06 17:06:50 main:574] : INFO : Epoch 1562 | loss: 0.0311915 | val_loss: 0.0312318 | Time: 1702.87 ms
[2022-04-06 17:06:51 main:574] : INFO : Epoch 1563 | loss: 0.0311913 | val_loss: 0.0312303 | Time: 1721.88 ms
[2022-04-06 17:06:53 main:574] : INFO : Epoch 1564 | loss: 0.031192 | val_loss: 0.031229 | Time: 1694.37 ms
[2022-04-06 17:06:55 main:574] : INFO : Epoch 1565 | loss: 0.0311919 | val_loss: 0.0312295 | Time: 1684.61 ms
[2022-04-06 17:06:56 main:574] : INFO : Epoch 1566 | loss: 0.0311927 | val_loss: 0.0312274 | Time: 1723.68 ms
[2022-04-06 17:06:58 main:574] : INFO : Epoch 1567 | loss: 0.0311924 | val_loss: 0.0312264 | Time: 1728.3 ms
[2022-04-06 17:07:00 main:574] : INFO : Epoch 1568 | loss: 0.031193 | val_loss: 0.0312308 | Time: 1720.38 ms
[2022-04-06 17:07:02 main:574] : INFO : Epoch 1569 | loss: 0.0312067 | val_loss: 0.0312286 | Time: 1695.53 ms
[2022-04-06 17:07:03 main:574] : INFO : Epoch 1570 | loss: 0.0312248 | val_loss: 0.0312445 | Time: 1708.09 ms
[2022-04-06 17:07:05 main:574] : INFO : Epoch 1571 | loss: 0.0317933 | val_loss: 0.033176 | Time: 1733.84 ms
[2022-04-06 17:07:07 main:574] : INFO : Epoch 1572 | loss: 0.0324373 | val_loss: 0.0316341 | Time: 1717.08 ms
[2022-04-06 17:07:08 main:574] : INFO : Epoch 1573 | loss: 0.031367 | val_loss: 0.031276 | Time: 1716.05 ms
[2022-04-06 17:07:10 main:574] : INFO : Epoch 1574 | loss: 0.0312221 | val_loss: 0.0312336 | Time: 1721.3 ms
[2022-04-06 17:07:12 main:574] : INFO : Epoch 1575 | loss: 0.0311954 | val_loss: 0.0312297 | Time: 1693.52 ms
[2022-04-06 17:07:14 main:574] : INFO : Epoch 1576 | loss: 0.0311926 | val_loss: 0.0312287 | Time: 1746.55 ms
[2022-04-06 17:07:15 main:574] : INFO : Epoch 1577 | loss: 0.0311918 | val_loss: 0.0312319 | Time: 1702.86 ms
[2022-04-06 17:07:17 main:574] : INFO : Epoch 1578 | loss: 0.0311926 | val_loss: 0.0312279 | Time: 1697.83 ms
[2022-04-06 17:07:19 main:574] : INFO : Epoch 1579 | loss: 0.0311921 | val_loss: 0.0312289 | Time: 1731.87 ms
[2022-04-06 17:07:21 main:574] : INFO : Epoch 1580 | loss: 0.031191 | val_loss: 0.0312286 | Time: 1716.82 ms
[2022-04-06 17:07:22 main:574] : INFO : Epoch 1581 | loss: 0.0311913 | val_loss: 0.0312261 | Time: 1671.92 ms
[2022-04-06 17:07:24 main:574] : INFO : Epoch 1582 | loss: 0.0311914 | val_loss: 0.0312291 | Time: 1693.24 ms
[2022-04-06 17:07:26 main:574] : INFO : Epoch 1583 | loss: 0.0311915 | val_loss: 0.031228 | Time: 1696.63 ms
[2022-04-06 17:07:27 main:574] : INFO : Epoch 1584 | loss: 0.0311913 | val_loss: 0.0312278 | Time: 1744 ms
[2022-04-06 17:07:29 main:574] : INFO : Epoch 1585 | loss: 0.0311916 | val_loss: 0.0312275 | Time: 1705.18 ms
[2022-04-06 17:07:31 main:574] : INFO : Epoch 1586 | loss: 0.0311921 | val_loss: 0.0312308 | Time: 1735.23 ms
[2022-04-06 17:07:33 main:574] : INFO : Epoch 1587 | loss: 0.0311919 | val_loss: 0.0312275 | Time: 1747.87 ms
[2022-04-06 17:07:34 main:574] : INFO : Epoch 1588 | loss: 0.0311911 | val_loss: 0.0312304 | Time: 1702.4 ms
[2022-04-06 17:07:36 main:574] : INFO : Epoch 1589 | loss: 0.0311913 | val_loss: 0.0312294 | Time: 1660.37 ms
[2022-04-06 17:07:38 main:574] : INFO : Epoch 1590 | loss: 0.0311911 | val_loss: 0.0312273 | Time: 1708.02 ms
[2022-04-06 17:07:39 main:574] : INFO : Epoch 1591 | loss: 0.0311913 | val_loss: 0.0312288 | Time: 1708.61 ms
[2022-04-06 17:07:41 main:574] : INFO : Epoch 1592 | loss: 0.0311916 | val_loss: 0.03123 | Time: 1697.87 ms
[2022-04-06 17:07:43 main:574] : INFO : Epoch 1593 | loss: 0.0311914 | val_loss: 0.0312277 | Time: 1725.38 ms
[2022-04-06 17:07:45 main:574] : INFO : Epoch 1594 | loss: 0.0311911 | val_loss: 0.0312283 | Time: 1756.83 ms
[2022-04-06 17:07:46 main:574] : INFO : Epoch 1595 | loss: 0.0311911 | val_loss: 0.0312291 | Time: 1682.63 ms
[2022-04-06 17:07:48 main:574] : INFO : Epoch 1596 | loss: 0.0311909 | val_loss: 0.0312271 | Time: 1724.25 ms
[2022-04-06 17:07:50 main:574] : INFO : Epoch 1597 | loss: 0.0311909 | val_loss: 0.0312278 | Time: 1722.99 ms
[2022-04-06 17:07:51 main:574] : INFO : Epoch 1598 | loss: 0.0311909 | val_loss: 0.0312293 | Time: 1707.92 ms
[2022-04-06 17:07:53 main:574] : INFO : Epoch 1599 | loss: 0.0311914 | val_loss: 0.031227 | Time: 1689.09 ms
[2022-04-06 17:07:55 main:574] : INFO : Epoch 1600 | loss: 0.0311909 | val_loss: 0.0312299 | Time: 1748.37 ms
[2022-04-06 17:07:57 main:574] : INFO : Epoch 1601 | loss: 0.0311911 | val_loss: 0.0312265 | Time: 1717.82 ms
[2022-04-06 17:07:58 main:574] : INFO : Epoch 1602 | loss: 0.0311908 | val_loss: 0.0312286 | Time: 1744.13 ms
[2022-04-06 17:08:00 main:574] : INFO : Epoch 1603 | loss: 0.031191 | val_loss: 0.0312265 | Time: 1694.74 ms
[2022-04-06 17:08:02 main:574] : INFO : Epoch 1604 | loss: 0.0311909 | val_loss: 0.0312281 | Time: 1677.2 ms
[2022-04-06 17:08:03 main:574] : INFO : Epoch 1605 | loss: 0.0311913 | val_loss: 0.0312281 | Time: 1702.27 ms
[2022-04-06 17:08:05 main:574] : INFO : Epoch 1606 | loss: 0.031191 | val_loss: 0.0312293 | Time: 1745.52 ms
[2022-04-06 17:08:07 main:574] : INFO : Epoch 1607 | loss: 0.0311913 | val_loss: 0.0312283 | Time: 1731.11 ms
[2022-04-06 17:08:09 main:574] : INFO : Epoch 1608 | loss: 0.0311924 | val_loss: 0.0312338 | Time: 1722.39 ms
[2022-04-06 17:08:10 main:574] : INFO : Epoch 1609 | loss: 0.0311921 | val_loss: 0.0312261 | Time: 1701.58 ms
[2022-04-06 17:08:12 main:574] : INFO : Epoch 1610 | loss: 0.0311909 | val_loss: 0.0312306 | Time: 1672.1 ms
[2022-04-06 17:08:14 main:574] : INFO : Epoch 1611 | loss: 0.0311912 | val_loss: 0.0312291 | Time: 1709.96 ms
[2022-04-06 17:08:15 main:574] : INFO : Epoch 1612 | loss: 0.0311929 | val_loss: 0.0312277 | Time: 1707.34 ms
[2022-04-06 17:08:17 main:574] : INFO : Epoch 1613 | loss: 0.0311917 | val_loss: 0.0312314 | Time: 1723.11 ms
[2022-04-06 17:08:19 main:574] : INFO : Epoch 1614 | loss: 0.0311931 | val_loss: 0.0312286 | Time: 1722.38 ms
[2022-04-06 17:08:21 main:574] : INFO : Epoch 1615 | loss: 0.031192 | val_loss: 0.0312282 | Time: 1722.15 ms
[2022-04-06 17:08:22 main:574] : INFO : Epoch 1616 | loss: 0.0311918 | val_loss: 0.0312298 | Time: 1730.92 ms
[2022-04-06 17:08:24 main:574] : INFO : Epoch 1617 | loss: 0.0311914 | val_loss: 0.0312308 | Time: 1686.87 ms
[2022-04-06 17:08:26 main:574] : INFO : Epoch 1618 | loss: 0.031191 | val_loss: 0.0312273 | Time: 1723.38 ms
[2022-04-06 17:08:28 main:574] : INFO : Epoch 1619 | loss: 0.0311911 | val_loss: 0.0312297 | Time: 1694.23 ms
[2022-04-06 17:08:29 main:574] : INFO : Epoch 1620 | loss: 0.031191 | val_loss: 0.0312301 | Time: 1725.07 ms
[2022-04-06 17:08:31 main:574] : INFO : Epoch 1621 | loss: 0.0311925 | val_loss: 0.0312274 | Time: 1706.18 ms
[2022-04-06 17:08:33 main:574] : INFO : Epoch 1622 | loss: 0.0311916 | val_loss: 0.0312281 | Time: 1719.74 ms
[2022-04-06 17:08:34 main:574] : INFO : Epoch 1623 | loss: 0.0311917 | val_loss: 0.0312316 | Time: 1707.28 ms
[2022-04-06 17:08:36 main:574] : INFO : Epoch 1624 | loss: 0.0311917 | val_loss: 0.03123 | Time: 1698.44 ms
[2022-04-06 17:08:38 main:574] : INFO : Epoch 1625 | loss: 0.0311916 | val_loss: 0.0312271 | Time: 1701.06 ms
[2022-04-06 17:08:40 main:574] : INFO : Epoch 1626 | loss: 0.0311911 | val_loss: 0.0312298 | Time: 1690.48 ms
[2022-04-06 17:08:41 main:574] : INFO : Epoch 1627 | loss: 0.0311909 | val_loss: 0.0312269 | Time: 1692.34 ms
[2022-04-06 17:08:43 main:574] : INFO : Epoch 1628 | loss: 0.0311911 | val_loss: 0.0312295 | Time: 1812.03 ms
[2022-04-06 17:08:45 main:574] : INFO : Epoch 1629 | loss: 0.0311911 | val_loss: 0.0312258 | Time: 1714.12 ms
[2022-04-06 17:08:47 main:574] : INFO : Epoch 1630 | loss: 0.031191 | val_loss: 0.0312287 | Time: 1743.05 ms
[2022-04-06 17:08:48 main:574] : INFO : Epoch 1631 | loss: 0.0311915 | val_loss: 0.0312291 | Time: 1718.89 ms
[2022-04-06 17:08:50 main:574] : INFO : Epoch 1632 | loss: 0.0311911 | val_loss: 0.0312278 | Time: 1717.89 ms
[2022-04-06 17:08:52 main:574] : INFO : Epoch 1633 | loss: 0.0311908 | val_loss: 0.0312307 | Time: 1718.98 ms
[2022-04-06 17:08:53 main:574] : INFO : Epoch 1634 | loss: 0.031191 | val_loss: 0.0312289 | Time: 1723.89 ms
[2022-04-06 17:08:55 main:574] : INFO : Epoch 1635 | loss: 0.0311913 | val_loss: 0.0312279 | Time: 1732.55 ms
[2022-04-06 17:08:57 main:574] : INFO : Epoch 1636 | loss: 0.031191 | val_loss: 0.0312281 | Time: 1692.45 ms
[2022-04-06 17:08:59 main:574] : INFO : Epoch 1637 | loss: 0.0311908 | val_loss: 0.0312276 | Time: 1721.3 ms
[2022-04-06 17:09:00 main:574] : INFO : Epoch 1638 | loss: 0.0311911 | val_loss: 0.0312287 | Time: 1742.11 ms
[2022-04-06 17:09:02 main:574] : INFO : Epoch 1639 | loss: 0.0311919 | val_loss: 0.0312262 | Time: 1703.46 ms
[2022-04-06 17:09:04 main:574] : INFO : Epoch 1640 | loss: 0.0311922 | val_loss: 0.0312295 | Time: 1721.86 ms
[2022-04-06 17:09:05 main:574] : INFO : Epoch 1641 | loss: 0.0311915 | val_loss: 0.0312282 | Time: 1711.58 ms
[2022-04-06 17:09:07 main:574] : INFO : Epoch 1642 | loss: 0.0311916 | val_loss: 0.0312275 | Time: 1734.37 ms
[2022-04-06 17:09:09 main:574] : INFO : Epoch 1643 | loss: 0.031192 | val_loss: 0.0312295 | Time: 1653.76 ms
[2022-04-06 17:09:11 main:574] : INFO : Epoch 1644 | loss: 0.0311913 | val_loss: 0.0312273 | Time: 1722.23 ms
[2022-04-06 17:09:12 main:574] : INFO : Epoch 1645 | loss: 0.0311917 | val_loss: 0.031231 | Time: 1709.33 ms
[2022-04-06 17:09:14 main:574] : INFO : Epoch 1646 | loss: 0.0311916 | val_loss: 0.0312285 | Time: 1703.48 ms
[2022-04-06 17:09:16 main:574] : INFO : Epoch 1647 | loss: 0.0311917 | val_loss: 0.031228 | Time: 1703.04 ms
[2022-04-06 17:09:17 main:574] : INFO : Epoch 1648 | loss: 0.0311912 | val_loss: 0.031229 | Time: 1713.68 ms
[2022-04-06 17:09:19 main:574] : INFO : Epoch 1649 | loss: 0.0311916 | val_loss: 0.0312299 | Time: 1691.75 ms
[2022-04-06 17:09:21 main:574] : INFO : Epoch 1650 | loss: 0.0311912 | val_loss: 0.0312263 | Time: 1728.4 ms
[2022-04-06 17:09:23 main:574] : INFO : Epoch 1651 | loss: 0.0311911 | val_loss: 0.0312324 | Time: 1700.74 ms
[2022-04-06 17:09:24 main:574] : INFO : Epoch 1652 | loss: 0.0311924 | val_loss: 0.0312287 | Time: 1740.86 ms
[2022-04-06 17:09:26 main:574] : INFO : Epoch 1653 | loss: 0.031191 | val_loss: 0.0312281 | Time: 1723.9 ms
[2022-04-06 17:09:28 main:574] : INFO : Epoch 1654 | loss: 0.0311912 | val_loss: 0.0312287 | Time: 1736.31 ms
[2022-04-06 17:09:30 main:574] : INFO : Epoch 1655 | loss: 0.0311918 | val_loss: 0.0312304 | Time: 1711.02 ms
[2022-04-06 17:09:31 main:574] : INFO : Epoch 1656 | loss: 0.0311917 | val_loss: 0.0312272 | Time: 1697.07 ms
[2022-04-06 17:09:33 main:574] : INFO : Epoch 1657 | loss: 0.0311917 | val_loss: 0.0312295 | Time: 1695.24 ms
[2022-04-06 17:09:35 main:574] : INFO : Epoch 1658 | loss: 0.0311915 | val_loss: 0.0312321 | Time: 1710.24 ms
[2022-04-06 17:09:36 main:574] : INFO : Epoch 1659 | loss: 0.0311913 | val_loss: 0.0312293 | Time: 1731.43 ms
[2022-04-06 17:09:38 main:574] : INFO : Epoch 1660 | loss: 0.0311931 | val_loss: 0.0312282 | Time: 1688.95 ms
[2022-04-06 17:09:40 main:574] : INFO : Epoch 1661 | loss: 0.0311926 | val_loss: 0.0312257 | Time: 1686.78 ms
[2022-04-06 17:09:42 main:574] : INFO : Epoch 1662 | loss: 0.0311915 | val_loss: 0.0312279 | Time: 1753.97 ms
[2022-04-06 17:09:43 main:574] : INFO : Epoch 1663 | loss: 0.0311921 | val_loss: 0.031227 | Time: 1697.31 ms
[2022-04-06 17:09:45 main:574] : INFO : Epoch 1664 | loss: 0.0311923 | val_loss: 0.03123 | Time: 1708.99 ms
[2022-04-06 17:09:47 main:574] : INFO : Epoch 1665 | loss: 0.0311917 | val_loss: 0.0312323 | Time: 1694.64 ms
[2022-04-06 17:09:48 main:574] : INFO : Epoch 1666 | loss: 0.0311914 | val_loss: 0.0312298 | Time: 1749.27 ms
[2022-04-06 17:09:51 main:574] : INFO : Epoch 1667 | loss: 0.0311917 | val_loss: 0.0312293 | Time: 2080.24 ms
[2022-04-06 17:09:52 main:574] : INFO : Epoch 1668 | loss: 0.0311912 | val_loss: 0.03123 | Time: 1676.13 ms
[2022-04-06 17:09:54 main:574] : INFO : Epoch 1669 | loss: 0.031192 | val_loss: 0.0312269 | Time: 1717.27 ms
[2022-04-06 17:09:56 main:574] : INFO : Epoch 1670 | loss: 0.0311914 | val_loss: 0.0312276 | Time: 1722.51 ms
[2022-04-06 17:09:57 main:574] : INFO : Epoch 1671 | loss: 0.0311916 | val_loss: 0.0312268 | Time: 1720.6 ms
[2022-04-06 17:09:59 main:574] : INFO : Epoch 1672 | loss: 0.0311919 | val_loss: 0.0312291 | Time: 1696.42 ms
[2022-04-06 17:10:01 main:574] : INFO : Epoch 1673 | loss: 0.0311918 | val_loss: 0.0312322 | Time: 1738.4 ms
[2022-04-06 17:10:03 main:574] : INFO : Epoch 1674 | loss: 0.0311932 | val_loss: 0.0312297 | Time: 1692.52 ms
[2022-04-06 17:10:04 main:574] : INFO : Epoch 1675 | loss: 0.0311923 | val_loss: 0.0312283 | Time: 1691.36 ms
[2022-04-06 17:10:06 main:574] : INFO : Epoch 1676 | loss: 0.0311914 | val_loss: 0.0312274 | Time: 1707.03 ms
[2022-04-06 17:10:08 main:574] : INFO : Epoch 1677 | loss: 0.0311913 | val_loss: 0.0312297 | Time: 1707.53 ms
[2022-04-06 17:10:09 main:574] : INFO : Epoch 1678 | loss: 0.0311912 | val_loss: 0.0312274 | Time: 1725.27 ms
[2022-04-06 17:10:11 main:574] : INFO : Epoch 1679 | loss: 0.0311912 | val_loss: 0.0312292 | Time: 1720.21 ms
[2022-04-06 17:10:13 main:574] : INFO : Epoch 1680 | loss: 0.0311913 | val_loss: 0.0312292 | Time: 1692.25 ms
[2022-04-06 17:10:15 main:574] : INFO : Epoch 1681 | loss: 0.0311914 | val_loss: 0.0312263 | Time: 1745.09 ms
[2022-04-06 17:10:16 main:574] : INFO : Epoch 1682 | loss: 0.0311914 | val_loss: 0.0312261 | Time: 1700.6 ms
[2022-04-06 17:10:18 main:574] : INFO : Epoch 1683 | loss: 0.031192 | val_loss: 0.0312316 | Time: 1685.13 ms
[2022-04-06 17:10:20 main:574] : INFO : Epoch 1684 | loss: 0.0311926 | val_loss: 0.0312333 | Time: 1676.69 ms
[2022-04-06 17:10:21 main:574] : INFO : Epoch 1685 | loss: 0.0311919 | val_loss: 0.031225 | Time: 1710.41 ms
[2022-04-06 17:10:23 main:574] : INFO : Epoch 1686 | loss: 0.0311918 | val_loss: 0.0312301 | Time: 1710.59 ms
[2022-04-06 17:10:25 main:574] : INFO : Epoch 1687 | loss: 0.0311917 | val_loss: 0.0312322 | Time: 1718.36 ms
[2022-04-06 17:10:27 main:574] : INFO : Epoch 1688 | loss: 0.0311915 | val_loss: 0.0312291 | Time: 1724.35 ms
[2022-04-06 17:10:28 main:574] : INFO : Epoch 1689 | loss: 0.0311914 | val_loss: 0.0312267 | Time: 1715.25 ms
[2022-04-06 17:10:30 main:574] : INFO : Epoch 1690 | loss: 0.0311917 | val_loss: 0.0312274 | Time: 1704.48 ms
[2022-04-06 17:10:32 main:574] : INFO : Epoch 1691 | loss: 0.0311912 | val_loss: 0.0312284 | Time: 1730.18 ms
[2022-04-06 17:10:33 main:574] : INFO : Epoch 1692 | loss: 0.0311911 | val_loss: 0.0312293 | Time: 1720.23 ms
[2022-04-06 17:10:35 main:574] : INFO : Epoch 1693 | loss: 0.0311911 | val_loss: 0.0312354 | Time: 1682.49 ms
[2022-04-06 17:10:37 main:574] : INFO : Epoch 1694 | loss: 0.0311926 | val_loss: 0.0312307 | Time: 1702.44 ms
[2022-04-06 17:10:39 main:574] : INFO : Epoch 1695 | loss: 0.0311923 | val_loss: 0.0312287 | Time: 1679.94 ms
[2022-04-06 17:10:40 main:574] : INFO : Epoch 1696 | loss: 0.0311917 | val_loss: 0.0312301 | Time: 1696.84 ms
[2022-04-06 17:10:42 main:574] : INFO : Epoch 1697 | loss: 0.0311915 | val_loss: 0.0312288 | Time: 1690.75 ms
[2022-04-06 17:10:44 main:574] : INFO : Epoch 1698 | loss: 0.0311919 | val_loss: 0.031228 | Time: 1716.01 ms
[2022-04-06 17:10:45 main:574] : INFO : Epoch 1699 | loss: 0.0311912 | val_loss: 0.0312266 | Time: 1721.47 ms
[2022-04-06 17:10:47 main:574] : INFO : Epoch 1700 | loss: 0.0311924 | val_loss: 0.0312272 | Time: 1726.45 ms
[2022-04-06 17:10:49 main:574] : INFO : Epoch 1701 | loss: 0.0311921 | val_loss: 0.0312292 | Time: 1671.18 ms
[2022-04-06 17:10:50 main:574] : INFO : Epoch 1702 | loss: 0.0311915 | val_loss: 0.0312289 | Time: 1711.19 ms
[2022-04-06 17:10:52 main:574] : INFO : Epoch 1703 | loss: 0.0311911 | val_loss: 0.0312262 | Time: 1692.49 ms
[2022-04-06 17:10:54 main:574] : INFO : Epoch 1704 | loss: 0.0311909 | val_loss: 0.0312301 | Time: 1730.57 ms
[2022-04-06 17:10:56 main:574] : INFO : Epoch 1705 | loss: 0.031192 | val_loss: 0.0312352 | Time: 1687.31 ms
[2022-04-06 17:10:57 main:574] : INFO : Epoch 1706 | loss: 0.0311929 | val_loss: 0.0312319 | Time: 1697.17 ms
[2022-04-06 17:10:59 main:574] : INFO : Epoch 1707 | loss: 0.0311914 | val_loss: 0.0312294 | Time: 1706.56 ms
[2022-04-06 17:11:01 main:574] : INFO : Epoch 1708 | loss: 0.0311913 | val_loss: 0.0312296 | Time: 1713.63 ms
[2022-04-06 17:11:02 main:574] : INFO : Epoch 1709 | loss: 0.0311916 | val_loss: 0.0312302 | Time: 1680.46 ms
[2022-04-06 17:11:04 main:574] : INFO : Epoch 1710 | loss: 0.0311927 | val_loss: 0.0312283 | Time: 1684.18 ms
[2022-04-06 17:11:06 main:574] : INFO : Epoch 1711 | loss: 0.0311931 | val_loss: 0.0312302 | Time: 1719.14 ms
[2022-04-06 17:11:08 main:574] : INFO : Epoch 1712 | loss: 0.0311916 | val_loss: 0.0312242 | Time: 1839.61 ms
[2022-04-06 17:11:09 main:574] : INFO : Epoch 1713 | loss: 0.031193 | val_loss: 0.0312303 | Time: 1795.27 ms
[2022-04-06 17:11:11 main:574] : INFO : Epoch 1714 | loss: 0.0311929 | val_loss: 0.0312324 | Time: 1789.11 ms
[2022-04-06 17:11:13 main:574] : INFO : Epoch 1715 | loss: 0.0311917 | val_loss: 0.0312277 | Time: 1796.47 ms
[2022-04-06 17:11:15 main:574] : INFO : Epoch 1716 | loss: 0.0311912 | val_loss: 0.031226 | Time: 1678.72 ms
[2022-04-06 17:11:16 main:574] : INFO : Epoch 1717 | loss: 0.0311914 | val_loss: 0.0312272 | Time: 1681.19 ms
[2022-04-06 17:11:18 main:574] : INFO : Epoch 1718 | loss: 0.0311912 | val_loss: 0.0312328 | Time: 1725.01 ms
[2022-04-06 17:11:20 main:574] : INFO : Epoch 1719 | loss: 0.0311922 | val_loss: 0.0312277 | Time: 1718.14 ms
[2022-04-06 17:11:22 main:574] : INFO : Epoch 1720 | loss: 0.0311915 | val_loss: 0.0312285 | Time: 1692.03 ms
[2022-04-06 17:11:23 main:574] : INFO : Epoch 1721 | loss: 0.0311916 | val_loss: 0.031229 | Time: 1700.3 ms
[2022-04-06 17:11:25 main:574] : INFO : Epoch 1722 | loss: 0.0311917 | val_loss: 0.0312348 | Time: 1698.36 ms
[2022-04-06 17:11:27 main:574] : INFO : Epoch 1723 | loss: 0.0311917 | val_loss: 0.0312313 | Time: 1709.47 ms
[2022-04-06 17:11:28 main:574] : INFO : Epoch 1724 | loss: 0.0311914 | val_loss: 0.0312315 | Time: 1704.38 ms
[2022-04-06 17:11:30 main:574] : INFO : Epoch 1725 | loss: 0.0311929 | val_loss: 0.0312272 | Time: 1734.18 ms
[2022-04-06 17:11:32 main:574] : INFO : Epoch 1726 | loss: 0.0311913 | val_loss: 0.0312309 | Time: 1729.99 ms
[2022-04-06 17:11:34 main:574] : INFO : Epoch 1727 | loss: 0.0311915 | val_loss: 0.0312333 | Time: 1768.9 ms
[2022-04-06 17:11:36 main:574] : INFO : Epoch 1728 | loss: 0.0311917 | val_loss: 0.0312312 | Time: 1799.77 ms
[2022-04-06 17:11:37 main:574] : INFO : Epoch 1729 | loss: 0.0311917 | val_loss: 0.0312308 | Time: 1790.03 ms
[2022-04-06 17:11:39 main:574] : INFO : Epoch 1730 | loss: 0.0311915 | val_loss: 0.0312317 | Time: 1781.26 ms
[2022-04-06 17:11:41 main:574] : INFO : Epoch 1731 | loss: 0.0311919 | val_loss: 0.0312276 | Time: 1778.47 ms
[2022-04-06 17:11:43 main:574] : INFO : Epoch 1732 | loss: 0.0311913 | val_loss: 0.0312259 | Time: 1719.11 ms
[2022-04-06 17:11:45 main:574] : INFO : Epoch 1733 | loss: 0.0311918 | val_loss: 0.031226 | Time: 1688.83 ms
[2022-04-06 17:11:47 main:574] : INFO : Epoch 1734 | loss: 0.031191 | val_loss: 0.0312292 | Time: 1725.43 ms
[2022-04-06 17:11:50 main:574] : INFO : Epoch 1735 | loss: 0.031192 | val_loss: 0.0312274 | Time: 1644.91 ms
[2022-04-06 17:11:52 main:574] : INFO : Epoch 1736 | loss: 0.0311919 | val_loss: 0.0312245 | Time: 1743.91 ms
[2022-04-06 17:11:54 main:574] : INFO : Epoch 1737 | loss: 0.0311913 | val_loss: 0.0312277 | Time: 1751.21 ms
[2022-04-06 17:11:56 main:574] : INFO : Epoch 1738 | loss: 0.0311919 | val_loss: 0.0312276 | Time: 1753.27 ms
[2022-04-06 17:11:58 main:574] : INFO : Epoch 1739 | loss: 0.0311914 | val_loss: 0.0312247 | Time: 1734.72 ms
[2022-04-06 17:11:59 main:574] : INFO : Epoch 1740 | loss: 0.0311913 | val_loss: 0.0312285 | Time: 1742.17 ms
[2022-04-06 17:12:01 main:574] : INFO : Epoch 1741 | loss: 0.0311911 | val_loss: 0.0312308 | Time: 1734.19 ms
[2022-04-06 17:12:03 main:574] : INFO : Epoch 1742 | loss: 0.0311916 | val_loss: 0.0312314 | Time: 1738 ms
[2022-04-06 17:12:05 main:574] : INFO : Epoch 1743 | loss: 0.0311918 | val_loss: 0.0312328 | Time: 1705.62 ms
[2022-04-06 17:12:06 main:574] : INFO : Epoch 1744 | loss: 0.0311923 | val_loss: 0.0312269 | Time: 1734.98 ms
[2022-04-06 17:12:08 main:574] : INFO : Epoch 1745 | loss: 0.0311932 | val_loss: 0.0312275 | Time: 1703.29 ms
[2022-04-06 17:12:10 main:574] : INFO : Epoch 1746 | loss: 0.0311911 | val_loss: 0.0312291 | Time: 1721.47 ms
[2022-04-06 17:12:11 main:574] : INFO : Epoch 1747 | loss: 0.0311912 | val_loss: 0.0312295 | Time: 1714.69 ms
[2022-04-06 17:12:13 main:574] : INFO : Epoch 1748 | loss: 0.0311915 | val_loss: 0.0312295 | Time: 1689.51 ms
[2022-04-06 17:12:15 main:574] : INFO : Epoch 1749 | loss: 0.0311919 | val_loss: 0.0312272 | Time: 1703.98 ms
[2022-04-06 17:12:17 main:574] : INFO : Epoch 1750 | loss: 0.0311919 | val_loss: 0.0312286 | Time: 1706.53 ms
[2022-04-06 17:12:18 main:574] : INFO : Epoch 1751 | loss: 0.0311912 | val_loss: 0.0312287 | Time: 1729.73 ms
[2022-04-06 17:12:20 main:574] : INFO : Epoch 1752 | loss: 0.0311923 | val_loss: 0.0312282 | Time: 1724.11 ms
[2022-04-06 17:12:22 main:574] : INFO : Epoch 1753 | loss: 0.0311921 | val_loss: 0.0312283 | Time: 1740.76 ms
[2022-04-06 17:12:23 main:574] : INFO : Epoch 1754 | loss: 0.0311919 | val_loss: 0.0312304 | Time: 1707.7 ms
[2022-04-06 17:12:25 main:574] : INFO : Epoch 1755 | loss: 0.0311923 | val_loss: 0.0312292 | Time: 1735.15 ms
[2022-04-06 17:12:27 main:574] : INFO : Epoch 1756 | loss: 0.0311917 | val_loss: 0.031235 | Time: 1712.76 ms
[2022-04-06 17:12:29 main:574] : INFO : Epoch 1757 | loss: 0.0311934 | val_loss: 0.0312294 | Time: 1726.06 ms
[2022-04-06 17:12:30 main:574] : INFO : Epoch 1758 | loss: 0.0311913 | val_loss: 0.0312254 | Time: 1731.75 ms
[2022-04-06 17:12:32 main:574] : INFO : Epoch 1759 | loss: 0.031192 | val_loss: 0.0312268 | Time: 1698.49 ms
[2022-04-06 17:12:34 main:574] : INFO : Epoch 1760 | loss: 0.031192 | val_loss: 0.0312248 | Time: 1699.6 ms
[2022-04-06 17:12:35 main:574] : INFO : Epoch 1761 | loss: 0.0311921 | val_loss: 0.031225 | Time: 1687.97 ms
[2022-04-06 17:12:37 main:574] : INFO : Epoch 1762 | loss: 0.0311917 | val_loss: 0.0312265 | Time: 1737.4 ms
[2022-04-06 17:12:39 main:574] : INFO : Epoch 1763 | loss: 0.0311908 | val_loss: 0.0312286 | Time: 1731.97 ms
[2022-04-06 17:12:41 main:574] : INFO : Epoch 1764 | loss: 0.0311912 | val_loss: 0.0312296 | Time: 1716.6 ms
[2022-04-06 17:12:42 main:574] : INFO : Epoch 1765 | loss: 0.0311915 | val_loss: 0.0312262 | Time: 1694.18 ms
[2022-04-06 17:12:44 main:574] : INFO : Epoch 1766 | loss: 0.0311913 | val_loss: 0.031227 | Time: 1717.48 ms
[2022-04-06 17:12:46 main:574] : INFO : Epoch 1767 | loss: 0.0311915 | val_loss: 0.0312293 | Time: 1743.21 ms
[2022-04-06 17:12:48 main:574] : INFO : Epoch 1768 | loss: 0.0311913 | val_loss: 0.0312295 | Time: 1674.4 ms
[2022-04-06 17:12:49 main:574] : INFO : Epoch 1769 | loss: 0.0311915 | val_loss: 0.0312318 | Time: 1691.42 ms
[2022-04-06 17:12:51 main:574] : INFO : Epoch 1770 | loss: 0.0311914 | val_loss: 0.0312323 | Time: 1715.36 ms
[2022-04-06 17:12:53 main:574] : INFO : Epoch 1771 | loss: 0.0311916 | val_loss: 0.0312265 | Time: 1666.17 ms
[2022-04-06 17:12:54 main:574] : INFO : Epoch 1772 | loss: 0.031191 | val_loss: 0.0312332 | Time: 1679.07 ms
[2022-04-06 17:12:56 main:574] : INFO : Epoch 1773 | loss: 0.031191 | val_loss: 0.031228 | Time: 1703.75 ms
[2022-04-06 17:12:58 main:574] : INFO : Epoch 1774 | loss: 0.0311914 | val_loss: 0.031227 | Time: 1691.86 ms
[2022-04-06 17:12:59 main:574] : INFO : Epoch 1775 | loss: 0.0311913 | val_loss: 0.0312306 | Time: 1679.78 ms
[2022-04-06 17:13:01 main:574] : INFO : Epoch 1776 | loss: 0.0311919 | val_loss: 0.0312327 | Time: 1693.35 ms
[2022-04-06 17:13:03 main:574] : INFO : Epoch 1777 | loss: 0.031192 | val_loss: 0.0312354 | Time: 1688.12 ms
[2022-04-06 17:13:05 main:574] : INFO : Epoch 1778 | loss: 0.0311915 | val_loss: 0.0312301 | Time: 1709.38 ms
[2022-04-06 17:13:06 main:574] : INFO : Epoch 1779 | loss: 0.0311912 | val_loss: 0.031228 | Time: 1735.9 ms
[2022-04-06 17:13:08 main:574] : INFO : Epoch 1780 | loss: 0.0311916 | val_loss: 0.0312276 | Time: 1706.7 ms
[2022-04-06 17:13:10 main:574] : INFO : Epoch 1781 | loss: 0.0311915 | val_loss: 0.0312305 | Time: 1687.83 ms
[2022-04-06 17:13:11 main:574] : INFO : Epoch 1782 | loss: 0.0311915 | val_loss: 0.0312301 | Time: 1708.53 ms
[2022-04-06 17:13:13 main:574] : INFO : Epoch 1783 | loss: 0.0311919 | val_loss: 0.0312283 | Time: 1681.97 ms
[2022-04-06 17:13:15 main:574] : INFO : Epoch 1784 | loss: 0.0311918 | val_loss: 0.0312269 | Time: 1728.05 ms
[2022-04-06 17:13:17 main:574] : INFO : Epoch 1785 | loss: 0.0311931 | val_loss: 0.0312308 | Time: 1716.43 ms
[2022-04-06 17:13:18 main:574] : INFO : Epoch 1786 | loss: 0.0311917 | val_loss: 0.0312292 | Time: 1714.72 ms
[2022-04-06 17:13:20 main:574] : INFO : Epoch 1787 | loss: 0.0311912 | val_loss: 0.0312333 | Time: 1729.57 ms
[2022-04-06 17:13:22 main:574] : INFO : Epoch 1788 | loss: 0.0311924 | val_loss: 0.0312344 | Time: 1731.65 ms
[2022-04-06 17:13:23 main:574] : INFO : Epoch 1789 | loss: 0.0311925 | val_loss: 0.031229 | Time: 1700.46 ms
[2022-04-06 17:13:25 main:574] : INFO : Epoch 1790 | loss: 0.0311914 | val_loss: 0.0312294 | Time: 1704.92 ms
[2022-04-06 17:13:27 main:574] : INFO : Epoch 1791 | loss: 0.031191 | val_loss: 0.0312293 | Time: 1701.78 ms
[2022-04-06 17:13:29 main:574] : INFO : Epoch 1792 | loss: 0.0311917 | val_loss: 0.0312309 | Time: 1704.51 ms
[2022-04-06 17:13:30 main:574] : INFO : Epoch 1793 | loss: 0.0311919 | val_loss: 0.031229 | Time: 1687.7 ms
[2022-04-06 17:13:32 main:574] : INFO : Epoch 1794 | loss: 0.0311924 | val_loss: 0.031234 | Time: 1722.79 ms
[2022-04-06 17:13:34 main:574] : INFO : Epoch 1795 | loss: 0.0311936 | val_loss: 0.0312294 | Time: 1728.74 ms
[2022-04-06 17:13:35 main:574] : INFO : Epoch 1796 | loss: 0.0311921 | val_loss: 0.0312272 | Time: 1735.8 ms
[2022-04-06 17:13:37 main:574] : INFO : Epoch 1797 | loss: 0.0311911 | val_loss: 0.0312247 | Time: 1757.94 ms
[2022-04-06 17:13:39 main:574] : INFO : Epoch 1798 | loss: 0.0311914 | val_loss: 0.0312239 | Time: 1691.13 ms
[2022-04-06 17:13:41 main:574] : INFO : Epoch 1799 | loss: 0.0311914 | val_loss: 0.0312265 | Time: 1697.86 ms
[2022-04-06 17:13:43 main:574] : INFO : Epoch 1800 | loss: 0.0311912 | val_loss: 0.0312282 | Time: 1857.76 ms
[2022-04-06 17:13:44 main:574] : INFO : Epoch 1801 | loss: 0.0311911 | val_loss: 0.0312314 | Time: 1736.96 ms
[2022-04-06 17:13:46 main:574] : INFO : Epoch 1802 | loss: 0.0311911 | val_loss: 0.0312305 | Time: 1728.36 ms
[2022-04-06 17:13:48 main:574] : INFO : Epoch 1803 | loss: 0.0311921 | val_loss: 0.0312292 | Time: 1695.39 ms
[2022-04-06 17:13:50 main:574] : INFO : Epoch 1804 | loss: 0.0311929 | val_loss: 0.031226 | Time: 1872.88 ms
[2022-04-06 17:13:51 main:574] : INFO : Epoch 1805 | loss: 0.0311914 | val_loss: 0.0312279 | Time: 1752.6 ms
[2022-04-06 17:13:53 main:574] : INFO : Epoch 1806 | loss: 0.031192 | val_loss: 0.0312255 | Time: 1739.43 ms
[2022-04-06 17:13:55 main:574] : INFO : Epoch 1807 | loss: 0.0311926 | val_loss: 0.0312268 | Time: 1672.8 ms
[2022-04-06 17:13:56 main:574] : INFO : Epoch 1808 | loss: 0.0311914 | val_loss: 0.0312274 | Time: 1704.17 ms
[2022-04-06 17:13:58 main:574] : INFO : Epoch 1809 | loss: 0.0311914 | val_loss: 0.0312261 | Time: 1722.66 ms
[2022-04-06 17:14:00 main:574] : INFO : Epoch 1810 | loss: 0.0311921 | val_loss: 0.0312261 | Time: 1726.65 ms
[2022-04-06 17:14:02 main:574] : INFO : Epoch 1811 | loss: 0.0311926 | val_loss: 0.0312318 | Time: 1699.77 ms
[2022-04-06 17:14:03 main:574] : INFO : Epoch 1812 | loss: 0.0311933 | val_loss: 0.031229 | Time: 1745.26 ms
[2022-04-06 17:14:05 main:574] : INFO : Epoch 1813 | loss: 0.0311918 | val_loss: 0.0312299 | Time: 1698.48 ms
[2022-04-06 17:14:07 main:574] : INFO : Epoch 1814 | loss: 0.0311913 | val_loss: 0.0312326 | Time: 1714.48 ms
[2022-04-06 17:14:09 main:574] : INFO : Epoch 1815 | loss: 0.0311917 | val_loss: 0.0312272 | Time: 1696.77 ms
[2022-04-06 17:14:10 main:574] : INFO : Epoch 1816 | loss: 0.0311911 | val_loss: 0.0312334 | Time: 1729.75 ms
[2022-04-06 17:14:12 main:574] : INFO : Epoch 1817 | loss: 0.0311912 | val_loss: 0.0312331 | Time: 1675.11 ms
[2022-04-06 17:14:14 main:574] : INFO : Epoch 1818 | loss: 0.031191 | val_loss: 0.0312336 | Time: 1719.4 ms
[2022-04-06 17:14:15 main:574] : INFO : Epoch 1819 | loss: 0.0311914 | val_loss: 0.0312318 | Time: 1683.26 ms
[2022-04-06 17:14:17 main:574] : INFO : Epoch 1820 | loss: 0.0311912 | val_loss: 0.0312253 | Time: 1701.65 ms
[2022-04-06 17:14:19 main:574] : INFO : Epoch 1821 | loss: 0.0311917 | val_loss: 0.0312274 | Time: 1682.58 ms
[2022-04-06 17:14:20 main:574] : INFO : Epoch 1822 | loss: 0.0311913 | val_loss: 0.0312298 | Time: 1745.75 ms
[2022-04-06 17:14:22 main:574] : INFO : Epoch 1823 | loss: 0.0311909 | val_loss: 0.0312249 | Time: 1646.65 ms
[2022-04-06 17:14:24 main:574] : INFO : Epoch 1824 | loss: 0.0311914 | val_loss: 0.031228 | Time: 1795.08 ms
[2022-04-06 17:14:26 main:574] : INFO : Epoch 1825 | loss: 0.0311917 | val_loss: 0.0312325 | Time: 1754.48 ms
[2022-04-06 17:14:27 main:574] : INFO : Epoch 1826 | loss: 0.0311929 | val_loss: 0.0312274 | Time: 1747.25 ms
[2022-04-06 17:14:29 main:574] : INFO : Epoch 1827 | loss: 0.0311921 | val_loss: 0.0312309 | Time: 1712.22 ms
[2022-04-06 17:14:31 main:574] : INFO : Epoch 1828 | loss: 0.0311911 | val_loss: 0.0312272 | Time: 1738.15 ms
[2022-04-06 17:14:33 main:574] : INFO : Epoch 1829 | loss: 0.0311913 | val_loss: 0.0312275 | Time: 1713.49 ms
[2022-04-06 17:14:34 main:574] : INFO : Epoch 1830 | loss: 0.0311914 | val_loss: 0.0312295 | Time: 1778.56 ms
[2022-04-06 17:14:36 main:574] : INFO : Epoch 1831 | loss: 0.0311913 | val_loss: 0.0312308 | Time: 1696.79 ms
[2022-04-06 17:14:38 main:574] : INFO : Epoch 1832 | loss: 0.0311915 | val_loss: 0.0312261 | Time: 1709.27 ms
[2022-04-06 17:14:40 main:574] : INFO : Epoch 1833 | loss: 0.0311912 | val_loss: 0.0312248 | Time: 1707.73 ms
[2022-04-06 17:14:41 main:574] : INFO : Epoch 1834 | loss: 0.0311917 | val_loss: 0.0312256 | Time: 1701.39 ms
[2022-04-06 17:14:43 main:574] : INFO : Epoch 1835 | loss: 0.031192 | val_loss: 0.0312294 | Time: 1750.14 ms
[2022-04-06 17:14:45 main:574] : INFO : Epoch 1836 | loss: 0.0311921 | val_loss: 0.0312314 | Time: 1737.94 ms
[2022-04-06 17:14:47 main:574] : INFO : Epoch 1837 | loss: 0.0311911 | val_loss: 0.0312283 | Time: 1759.65 ms
[2022-04-06 17:14:48 main:574] : INFO : Epoch 1838 | loss: 0.0311912 | val_loss: 0.0312269 | Time: 1693.06 ms
[2022-04-06 17:14:50 main:574] : INFO : Epoch 1839 | loss: 0.0311914 | val_loss: 0.0312289 | Time: 1686.18 ms
[2022-04-06 17:14:52 main:574] : INFO : Epoch 1840 | loss: 0.0311917 | val_loss: 0.0312245 | Time: 1672.38 ms
[2022-04-06 17:14:53 main:574] : INFO : Epoch 1841 | loss: 0.0311912 | val_loss: 0.0312254 | Time: 1722.84 ms
[2022-04-06 17:14:55 main:574] : INFO : Epoch 1842 | loss: 0.0311911 | val_loss: 0.0312292 | Time: 1741.9 ms
[2022-04-06 17:14:57 main:574] : INFO : Epoch 1843 | loss: 0.031191 | val_loss: 0.0312301 | Time: 1670.47 ms
[2022-04-06 17:14:59 main:574] : INFO : Epoch 1844 | loss: 0.0311916 | val_loss: 0.0312276 | Time: 1718.6 ms
[2022-04-06 17:15:00 main:574] : INFO : Epoch 1845 | loss: 0.0311921 | val_loss: 0.0312284 | Time: 1726.78 ms
[2022-04-06 17:15:02 main:574] : INFO : Epoch 1846 | loss: 0.0311923 | val_loss: 0.0312302 | Time: 1719.77 ms
[2022-04-06 17:15:04 main:574] : INFO : Epoch 1847 | loss: 0.0311916 | val_loss: 0.0312273 | Time: 1710.97 ms
[2022-04-06 17:15:05 main:574] : INFO : Epoch 1848 | loss: 0.0311912 | val_loss: 0.0312256 | Time: 1709.01 ms
[2022-04-06 17:15:07 main:574] : INFO : Epoch 1849 | loss: 0.0311917 | val_loss: 0.0312282 | Time: 1719.52 ms
[2022-04-06 17:15:09 main:574] : INFO : Epoch 1850 | loss: 0.0311918 | val_loss: 0.0312343 | Time: 1727.03 ms
[2022-04-06 17:15:11 main:574] : INFO : Epoch 1851 | loss: 0.0311922 | val_loss: 0.0312303 | Time: 1708.77 ms
[2022-04-06 17:15:12 main:574] : INFO : Epoch 1852 | loss: 0.031193 | val_loss: 0.031233 | Time: 1706.8 ms
[2022-04-06 17:15:14 main:574] : INFO : Epoch 1853 | loss: 0.0311916 | val_loss: 0.0312349 | Time: 1743.08 ms
[2022-04-06 17:15:16 main:574] : INFO : Epoch 1854 | loss: 0.0311924 | val_loss: 0.0312294 | Time: 1724.16 ms
[2022-04-06 17:15:17 main:574] : INFO : Epoch 1855 | loss: 0.0311917 | val_loss: 0.0312267 | Time: 1692.84 ms
[2022-04-06 17:15:19 main:574] : INFO : Epoch 1856 | loss: 0.0311915 | val_loss: 0.0312285 | Time: 1761.59 ms
[2022-04-06 17:15:21 main:574] : INFO : Epoch 1857 | loss: 0.0311921 | val_loss: 0.0312258 | Time: 1707.89 ms
[2022-04-06 17:15:23 main:574] : INFO : Epoch 1858 | loss: 0.0311927 | val_loss: 0.0312332 | Time: 1725.99 ms
[2022-04-06 17:15:24 main:574] : INFO : Epoch 1859 | loss: 0.0311916 | val_loss: 0.0312262 | Time: 1713.47 ms
[2022-04-06 17:15:26 main:574] : INFO : Epoch 1860 | loss: 0.0311921 | val_loss: 0.0312305 | Time: 1697.49 ms
[2022-04-06 17:15:28 main:574] : INFO : Epoch 1861 | loss: 0.0311917 | val_loss: 0.0312287 | Time: 1717.49 ms
[2022-04-06 17:15:30 main:574] : INFO : Epoch 1862 | loss: 0.0311918 | val_loss: 0.0312292 | Time: 1709.86 ms
[2022-04-06 17:15:31 main:574] : INFO : Epoch 1863 | loss: 0.0311918 | val_loss: 0.0312302 | Time: 1719.44 ms
[2022-04-06 17:15:33 main:574] : INFO : Epoch 1864 | loss: 0.0311913 | val_loss: 0.0312319 | Time: 1733.27 ms
[2022-04-06 17:15:35 main:574] : INFO : Epoch 1865 | loss: 0.031192 | val_loss: 0.0312332 | Time: 1728.47 ms
[2022-04-06 17:15:36 main:574] : INFO : Epoch 1866 | loss: 0.031192 | val_loss: 0.0312283 | Time: 1726.16 ms
[2022-04-06 17:15:38 main:574] : INFO : Epoch 1867 | loss: 0.0311919 | val_loss: 0.0312304 | Time: 1726.51 ms
[2022-04-06 17:15:40 main:574] : INFO : Epoch 1868 | loss: 0.0311945 | val_loss: 0.0312373 | Time: 1725.98 ms
[2022-04-06 17:15:42 main:574] : INFO : Epoch 1869 | loss: 0.031193 | val_loss: 0.0312326 | Time: 1707.3 ms
[2022-04-06 17:15:43 main:574] : INFO : Epoch 1870 | loss: 0.031193 | val_loss: 0.0312333 | Time: 1693.25 ms
[2022-04-06 17:15:45 main:574] : INFO : Epoch 1871 | loss: 0.031192 | val_loss: 0.0312274 | Time: 1693.73 ms
[2022-04-06 17:15:47 main:574] : INFO : Epoch 1872 | loss: 0.0311936 | val_loss: 0.0312304 | Time: 1712.96 ms
[2022-04-06 17:15:49 main:574] : INFO : Epoch 1873 | loss: 0.0311918 | val_loss: 0.0312301 | Time: 1706.86 ms
[2022-04-06 17:15:50 main:574] : INFO : Epoch 1874 | loss: 0.0311919 | val_loss: 0.0312315 | Time: 1829.25 ms
[2022-04-06 17:15:52 main:574] : INFO : Epoch 1875 | loss: 0.0311919 | val_loss: 0.0312286 | Time: 1762.32 ms
[2022-04-06 17:15:54 main:574] : INFO : Epoch 1876 | loss: 0.0311916 | val_loss: 0.031225 | Time: 1767.45 ms
[2022-04-06 17:15:56 main:574] : INFO : Epoch 1877 | loss: 0.031191 | val_loss: 0.0312278 | Time: 1796.91 ms
[2022-04-06 17:15:58 main:574] : INFO : Epoch 1878 | loss: 0.0311909 | val_loss: 0.0312285 | Time: 1804.54 ms
[2022-04-06 17:15:59 main:574] : INFO : Epoch 1879 | loss: 0.0311915 | val_loss: 0.0312288 | Time: 1725.62 ms
[2022-04-06 17:16:01 main:574] : INFO : Epoch 1880 | loss: 0.0311916 | val_loss: 0.0312287 | Time: 1765.91 ms
[2022-04-06 17:16:03 main:574] : INFO : Epoch 1881 | loss: 0.0311915 | val_loss: 0.0312292 | Time: 1729.05 ms
[2022-04-06 17:16:05 main:574] : INFO : Epoch 1882 | loss: 0.031191 | val_loss: 0.0312314 | Time: 1811.82 ms
[2022-04-06 17:16:06 main:574] : INFO : Epoch 1883 | loss: 0.0311916 | val_loss: 0.0312278 | Time: 1821.58 ms
[2022-04-06 17:16:08 main:574] : INFO : Epoch 1884 | loss: 0.0311922 | val_loss: 0.0312248 | Time: 1766.79 ms
[2022-04-06 17:16:10 main:574] : INFO : Epoch 1885 | loss: 0.0311908 | val_loss: 0.0312304 | Time: 1777.55 ms
[2022-04-06 17:16:12 main:574] : INFO : Epoch 1886 | loss: 0.0311919 | val_loss: 0.0312309 | Time: 1762.84 ms
[2022-04-06 17:16:13 main:574] : INFO : Epoch 1887 | loss: 0.0311911 | val_loss: 0.0312293 | Time: 1764.24 ms
[2022-04-06 17:16:15 main:574] : INFO : Epoch 1888 | loss: 0.0311911 | val_loss: 0.0312288 | Time: 1743.91 ms
[2022-04-06 17:16:17 main:574] : INFO : Epoch 1889 | loss: 0.0311914 | val_loss: 0.0312308 | Time: 1808.8 ms
[2022-04-06 17:16:19 main:574] : INFO : Epoch 1890 | loss: 0.0311917 | val_loss: 0.0312278 | Time: 1780.5 ms
[2022-04-06 17:16:21 main:574] : INFO : Epoch 1891 | loss: 0.031192 | val_loss: 0.0312334 | Time: 1751.5 ms
[2022-04-06 17:16:22 main:574] : INFO : Epoch 1892 | loss: 0.0311928 | val_loss: 0.031233 | Time: 1753.99 ms
[2022-04-06 17:16:24 main:574] : INFO : Epoch 1893 | loss: 0.0311928 | val_loss: 0.0312301 | Time: 1738.01 ms
[2022-04-06 17:16:26 main:574] : INFO : Epoch 1894 | loss: 0.0311911 | val_loss: 0.031226 | Time: 1779.65 ms
[2022-04-06 17:16:28 main:574] : INFO : Epoch 1895 | loss: 0.0311914 | val_loss: 0.031227 | Time: 1722.93 ms
[2022-04-06 17:16:29 main:574] : INFO : Epoch 1896 | loss: 0.0311912 | val_loss: 0.0312313 | Time: 1763.78 ms
[2022-04-06 17:16:31 main:574] : INFO : Epoch 1897 | loss: 0.031192 | val_loss: 0.0312245 | Time: 1742.82 ms
[2022-04-06 17:16:33 main:574] : INFO : Epoch 1898 | loss: 0.031192 | val_loss: 0.0312244 | Time: 1762.43 ms
[2022-04-06 17:16:35 main:574] : INFO : Epoch 1899 | loss: 0.031191 | val_loss: 0.0312255 | Time: 1763.44 ms
[2022-04-06 17:16:36 main:574] : INFO : Epoch 1900 | loss: 0.0311915 | val_loss: 0.0312254 | Time: 1739.76 ms
[2022-04-06 17:16:38 main:574] : INFO : Epoch 1901 | loss: 0.0311919 | val_loss: 0.0312263 | Time: 1745.87 ms
[2022-04-06 17:16:40 main:574] : INFO : Epoch 1902 | loss: 0.0311915 | val_loss: 0.0312303 | Time: 1763.5 ms
[2022-04-06 17:16:42 main:574] : INFO : Epoch 1903 | loss: 0.0311913 | val_loss: 0.0312289 | Time: 1759.82 ms
[2022-04-06 17:16:43 main:574] : INFO : Epoch 1904 | loss: 0.0311916 | val_loss: 0.0312256 | Time: 1748.77 ms
[2022-04-06 17:16:45 main:574] : INFO : Epoch 1905 | loss: 0.031191 | val_loss: 0.0312283 | Time: 1773.23 ms
[2022-04-06 17:16:47 main:574] : INFO : Epoch 1906 | loss: 0.0311909 | val_loss: 0.0312264 | Time: 1757.61 ms
[2022-04-06 17:16:49 main:574] : INFO : Epoch 1907 | loss: 0.0311923 | val_loss: 0.0312316 | Time: 1752.86 ms
[2022-04-06 17:16:51 main:574] : INFO : Epoch 1908 | loss: 0.031192 | val_loss: 0.0312243 | Time: 1761.25 ms
[2022-04-06 17:16:52 main:574] : INFO : Epoch 1909 | loss: 0.0311925 | val_loss: 0.031228 | Time: 1747.57 ms
[2022-04-06 17:16:54 main:574] : INFO : Epoch 1910 | loss: 0.0311931 | val_loss: 0.0312299 | Time: 1730.91 ms
[2022-04-06 17:16:56 main:574] : INFO : Epoch 1911 | loss: 0.0311932 | val_loss: 0.0312304 | Time: 1796.18 ms
[2022-04-06 17:16:58 main:574] : INFO : Epoch 1912 | loss: 0.0311914 | val_loss: 0.0312322 | Time: 1728.06 ms
[2022-04-06 17:16:59 main:574] : INFO : Epoch 1913 | loss: 0.0311917 | val_loss: 0.0312319 | Time: 1787.94 ms
[2022-04-06 17:17:01 main:574] : INFO : Epoch 1914 | loss: 0.031191 | val_loss: 0.0312347 | Time: 1738.61 ms
[2022-04-06 17:17:03 main:574] : INFO : Epoch 1915 | loss: 0.0311914 | val_loss: 0.0312257 | Time: 1763.35 ms
[2022-04-06 17:17:05 main:574] : INFO : Epoch 1916 | loss: 0.0311922 | val_loss: 0.0312283 | Time: 1810.13 ms
[2022-04-06 17:17:06 main:574] : INFO : Epoch 1917 | loss: 0.0311914 | val_loss: 0.0312284 | Time: 1789.8 ms
[2022-04-06 17:17:08 main:574] : INFO : Epoch 1918 | loss: 0.0311916 | val_loss: 0.0312299 | Time: 1800.54 ms
[2022-04-06 17:17:10 main:574] : INFO : Epoch 1919 | loss: 0.0311914 | val_loss: 0.0312279 | Time: 1766.88 ms
[2022-04-06 17:17:12 main:574] : INFO : Epoch 1920 | loss: 0.0311916 | val_loss: 0.0312314 | Time: 1799.55 ms
[2022-04-06 17:17:14 main:574] : INFO : Epoch 1921 | loss: 0.0311916 | val_loss: 0.03123 | Time: 1777.39 ms
[2022-04-06 17:17:15 main:574] : INFO : Epoch 1922 | loss: 0.0311913 | val_loss: 0.0312256 | Time: 1758.45 ms
[2022-04-06 17:17:17 main:574] : INFO : Epoch 1923 | loss: 0.0311917 | val_loss: 0.0312226 | Time: 1776.97 ms
[2022-04-06 17:17:19 main:574] : INFO : Epoch 1924 | loss: 0.0311931 | val_loss: 0.0312274 | Time: 1739.32 ms
[2022-04-06 17:17:21 main:574] : INFO : Epoch 1925 | loss: 0.0311922 | val_loss: 0.0312336 | Time: 1776.16 ms
[2022-04-06 17:17:22 main:574] : INFO : Epoch 1926 | loss: 0.0311932 | val_loss: 0.0312277 | Time: 1771.51 ms
[2022-04-06 17:17:24 main:574] : INFO : Epoch 1927 | loss: 0.0311922 | val_loss: 0.0312268 | Time: 1791.28 ms
[2022-04-06 17:17:26 main:574] : INFO : Epoch 1928 | loss: 0.0311916 | val_loss: 0.0312266 | Time: 1785.2 ms
[2022-04-06 17:17:28 main:574] : INFO : Epoch 1929 | loss: 0.0311913 | val_loss: 0.0312308 | Time: 1789.36 ms
[2022-04-06 17:17:30 main:574] : INFO : Epoch 1930 | loss: 0.0311914 | val_loss: 0.0312275 | Time: 1767.48 ms
[2022-04-06 17:17:31 main:574] : INFO : Epoch 1931 | loss: 0.0311912 | val_loss: 0.0312313 | Time: 1782.11 ms
[2022-04-06 17:17:33 main:574] : INFO : Epoch 1932 | loss: 0.0311915 | val_loss: 0.0312244 | Time: 1735.36 ms
[2022-04-06 17:17:35 main:574] : INFO : Epoch 1933 | loss: 0.0311915 | val_loss: 0.0312267 | Time: 1761.73 ms
[2022-04-06 17:17:37 main:574] : INFO : Epoch 1934 | loss: 0.0311909 | val_loss: 0.0312277 | Time: 1755.93 ms
[2022-04-06 17:17:39 main:574] : INFO : Epoch 1935 | loss: 0.0311913 | val_loss: 0.0312257 | Time: 1783.41 ms
[2022-04-06 17:17:40 main:574] : INFO : Epoch 1936 | loss: 0.031192 | val_loss: 0.03123 | Time: 1756.37 ms
[2022-04-06 17:17:42 main:574] : INFO : Epoch 1937 | loss: 0.0311915 | val_loss: 0.031229 | Time: 1733.08 ms
[2022-04-06 17:17:44 main:574] : INFO : Epoch 1938 | loss: 0.0311916 | val_loss: 0.0312277 | Time: 1761.86 ms
[2022-04-06 17:17:46 main:574] : INFO : Epoch 1939 | loss: 0.0311914 | val_loss: 0.0312343 | Time: 1788.31 ms
[2022-04-06 17:17:47 main:574] : INFO : Epoch 1940 | loss: 0.0311915 | val_loss: 0.0312278 | Time: 1751.2 ms
[2022-04-06 17:17:49 main:574] : INFO : Epoch 1941 | loss: 0.0311914 | val_loss: 0.0312297 | Time: 1751.43 ms
[2022-04-06 17:17:51 main:574] : INFO : Epoch 1942 | loss: 0.0311912 | val_loss: 0.0312284 | Time: 1780.13 ms
[2022-04-06 17:17:53 main:574] : INFO : Epoch 1943 | loss: 0.0311917 | val_loss: 0.0312241 | Time: 1754.63 ms
[2022-04-06 17:17:54 main:574] : INFO : Epoch 1944 | loss: 0.0311932 | val_loss: 0.0312273 | Time: 1765.47 ms
[2022-04-06 17:17:56 main:574] : INFO : Epoch 1945 | loss: 0.0311917 | val_loss: 0.0312262 | Time: 1770.96 ms
[2022-04-06 17:17:58 main:574] : INFO : Epoch 1946 | loss: 0.0311918 | val_loss: 0.0312293 | Time: 1772.87 ms
[2022-04-06 17:18:00 main:574] : INFO : Epoch 1947 | loss: 0.0311925 | val_loss: 0.0312342 | Time: 1777.93 ms
[2022-04-06 17:18:02 main:574] : INFO : Epoch 1948 | loss: 0.0311917 | val_loss: 0.031227 | Time: 1762.54 ms
[2022-04-06 17:18:03 main:574] : INFO : Epoch 1949 | loss: 0.0311918 | val_loss: 0.0312354 | Time: 1774.18 ms
[2022-04-06 17:18:05 main:574] : INFO : Epoch 1950 | loss: 0.0311921 | val_loss: 0.0312314 | Time: 1755.3 ms
[2022-04-06 17:18:07 main:574] : INFO : Epoch 1951 | loss: 0.0311913 | val_loss: 0.0312269 | Time: 1793.08 ms
[2022-04-06 17:18:09 main:574] : INFO : Epoch 1952 | loss: 0.0311916 | val_loss: 0.0312325 | Time: 1768.5 ms
[2022-04-06 17:18:10 main:574] : INFO : Epoch 1953 | loss: 0.0311915 | val_loss: 0.0312262 | Time: 1712.12 ms
[2022-04-06 17:18:12 main:574] : INFO : Epoch 1954 | loss: 0.0311913 | val_loss: 0.0312265 | Time: 1733.24 ms
[2022-04-06 17:18:14 main:574] : INFO : Epoch 1955 | loss: 0.0311911 | val_loss: 0.0312291 | Time: 1754.81 ms
[2022-04-06 17:18:16 main:574] : INFO : Epoch 1956 | loss: 0.0311917 | val_loss: 0.0312274 | Time: 1760.2 ms
[2022-04-06 17:18:17 main:574] : INFO : Epoch 1957 | loss: 0.0311917 | val_loss: 0.0312312 | Time: 1763.63 ms
[2022-04-06 17:18:19 main:574] : INFO : Epoch 1958 | loss: 0.0311922 | val_loss: 0.0312303 | Time: 1722.36 ms
[2022-04-06 17:18:21 main:574] : INFO : Epoch 1959 | loss: 0.0311917 | val_loss: 0.0312338 | Time: 1741.78 ms
[2022-04-06 17:18:23 main:574] : INFO : Epoch 1960 | loss: 0.0311924 | val_loss: 0.0312258 | Time: 1765.39 ms
[2022-04-06 17:18:24 main:574] : INFO : Epoch 1961 | loss: 0.0311922 | val_loss: 0.0312247 | Time: 1698.43 ms
[2022-04-06 17:18:26 main:574] : INFO : Epoch 1962 | loss: 0.0311925 | val_loss: 0.0312283 | Time: 1784.65 ms
[2022-04-06 17:18:28 main:574] : INFO : Epoch 1963 | loss: 0.031192 | val_loss: 0.0312263 | Time: 1748.26 ms
[2022-04-06 17:18:30 main:574] : INFO : Epoch 1964 | loss: 0.0311915 | val_loss: 0.0312279 | Time: 1748.37 ms
[2022-04-06 17:18:31 main:574] : INFO : Epoch 1965 | loss: 0.0311909 | val_loss: 0.0312254 | Time: 1728.14 ms
[2022-04-06 17:18:33 main:574] : INFO : Epoch 1966 | loss: 0.0311912 | val_loss: 0.0312295 | Time: 1769.63 ms
[2022-04-06 17:18:35 main:574] : INFO : Epoch 1967 | loss: 0.0311918 | val_loss: 0.0312342 | Time: 1773.11 ms
[2022-04-06 17:18:37 main:574] : INFO : Epoch 1968 | loss: 0.0311932 | val_loss: 0.0312331 | Time: 1778.75 ms
[2022-04-06 17:18:38 main:574] : INFO : Epoch 1969 | loss: 0.0311924 | val_loss: 0.031225 | Time: 1754.57 ms
[2022-04-06 17:18:40 main:574] : INFO : Epoch 1970 | loss: 0.0311914 | val_loss: 0.0312297 | Time: 1771.79 ms
[2022-04-06 17:18:42 main:574] : INFO : Epoch 1971 | loss: 0.0311928 | val_loss: 0.0312322 | Time: 1757.68 ms
[2022-04-06 17:18:44 main:574] : INFO : Epoch 1972 | loss: 0.0311922 | val_loss: 0.0312321 | Time: 1786.57 ms
[2022-04-06 17:18:46 main:574] : INFO : Epoch 1973 | loss: 0.031192 | val_loss: 0.0312309 | Time: 1751.94 ms
[2022-04-06 17:18:47 main:574] : INFO : Epoch 1974 | loss: 0.0311917 | val_loss: 0.031227 | Time: 1738.08 ms
[2022-04-06 17:18:49 main:574] : INFO : Epoch 1975 | loss: 0.0311916 | val_loss: 0.0312314 | Time: 1733.85 ms
[2022-04-06 17:18:51 main:574] : INFO : Epoch 1976 | loss: 0.0311913 | val_loss: 0.0312358 | Time: 1744.07 ms
[2022-04-06 17:18:53 main:574] : INFO : Epoch 1977 | loss: 0.0311914 | val_loss: 0.0312305 | Time: 1760.5 ms
[2022-04-06 17:18:54 main:574] : INFO : Epoch 1978 | loss: 0.0311917 | val_loss: 0.0312321 | Time: 1782.95 ms
[2022-04-06 17:18:56 main:574] : INFO : Epoch 1979 | loss: 0.031192 | val_loss: 0.0312294 | Time: 1756.82 ms
[2022-04-06 17:18:58 main:574] : INFO : Epoch 1980 | loss: 0.0311917 | val_loss: 0.0312254 | Time: 1732.06 ms
[2022-04-06 17:19:00 main:574] : INFO : Epoch 1981 | loss: 0.0311914 | val_loss: 0.0312252 | Time: 1753.76 ms
[2022-04-06 17:19:01 main:574] : INFO : Epoch 1982 | loss: 0.0311915 | val_loss: 0.0312272 | Time: 1772.26 ms
[2022-04-06 17:19:03 main:574] : INFO : Epoch 1983 | loss: 0.0311915 | val_loss: 0.0312256 | Time: 1747.23 ms
[2022-04-06 17:19:05 main:574] : INFO : Epoch 1984 | loss: 0.0311913 | val_loss: 0.0312276 | Time: 1786.85 ms
[2022-04-06 17:19:07 main:574] : INFO : Epoch 1985 | loss: 0.0311913 | val_loss: 0.0312268 | Time: 1760.66 ms
[2022-04-06 17:19:09 main:574] : INFO : Epoch 1986 | loss: 0.0311913 | val_loss: 0.0312303 | Time: 1755.95 ms
[2022-04-06 17:19:10 main:574] : INFO : Epoch 1987 | loss: 0.0311921 | val_loss: 0.0312311 | Time: 1742.48 ms
[2022-04-06 17:19:12 main:574] : INFO : Epoch 1988 | loss: 0.0311913 | val_loss: 0.0312302 | Time: 1737.11 ms
[2022-04-06 17:19:14 main:574] : INFO : Epoch 1989 | loss: 0.0311912 | val_loss: 0.0312293 | Time: 1722.79 ms
[2022-04-06 17:19:15 main:574] : INFO : Epoch 1990 | loss: 0.0311914 | val_loss: 0.0312248 | Time: 1731.97 ms
[2022-04-06 17:19:17 main:574] : INFO : Epoch 1991 | loss: 0.0311919 | val_loss: 0.0312238 | Time: 1842.84 ms
[2022-04-06 17:19:19 main:574] : INFO : Epoch 1992 | loss: 0.0311928 | val_loss: 0.0312322 | Time: 1786.45 ms
[2022-04-06 17:19:21 main:574] : INFO : Epoch 1993 | loss: 0.0311928 | val_loss: 0.0312343 | Time: 1754.31 ms
[2022-04-06 17:19:23 main:574] : INFO : Epoch 1994 | loss: 0.0311953 | val_loss: 0.0312296 | Time: 1773.27 ms
[2022-04-06 17:19:24 main:574] : INFO : Epoch 1995 | loss: 0.0311917 | val_loss: 0.0312287 | Time: 1753.42 ms
[2022-04-06 17:19:26 main:574] : INFO : Epoch 1996 | loss: 0.0311931 | val_loss: 0.0312387 | Time: 1781.93 ms
[2022-04-06 17:19:28 main:574] : INFO : Epoch 1997 | loss: 0.0311949 | val_loss: 0.0312325 | Time: 1808.44 ms
[2022-04-06 17:19:30 main:574] : INFO : Epoch 1998 | loss: 0.031195 | val_loss: 0.0312313 | Time: 1766.24 ms
[2022-04-06 17:19:32 main:574] : INFO : Epoch 1999 | loss: 0.0311922 | val_loss: 0.0312291 | Time: 1755.45 ms
[2022-04-06 17:19:33 main:574] : INFO : Epoch 2000 | loss: 0.0311918 | val_loss: 0.0312293 | Time: 1763.47 ms
[2022-04-06 17:19:35 main:574] : INFO : Epoch 2001 | loss: 0.0311914 | val_loss: 0.0312327 | Time: 1747.81 ms
[2022-04-06 17:19:37 main:574] : INFO : Epoch 2002 | loss: 0.0311915 | val_loss: 0.0312276 | Time: 1742.91 ms
[2022-04-06 17:19:39 main:574] : INFO : Epoch 2003 | loss: 0.0311913 | val_loss: 0.0312255 | Time: 1721.98 ms
[2022-04-06 17:19:40 main:574] : INFO : Epoch 2004 | loss: 0.0311913 | val_loss: 0.0312296 | Time: 1747.92 ms
[2022-04-06 17:19:42 main:574] : INFO : Epoch 2005 | loss: 0.0311913 | val_loss: 0.0312292 | Time: 1763.63 ms
[2022-04-06 17:19:44 main:574] : INFO : Epoch 2006 | loss: 0.0311911 | val_loss: 0.0312264 | Time: 1757.7 ms
[2022-04-06 17:19:46 main:574] : INFO : Epoch 2007 | loss: 0.0311914 | val_loss: 0.0312289 | Time: 1767.57 ms
[2022-04-06 17:19:47 main:574] : INFO : Epoch 2008 | loss: 0.0311913 | val_loss: 0.0312319 | Time: 1743.25 ms
[2022-04-06 17:19:49 main:574] : INFO : Epoch 2009 | loss: 0.0311914 | val_loss: 0.0312321 | Time: 1745.85 ms
[2022-04-06 17:19:51 main:574] : INFO : Epoch 2010 | loss: 0.0311909 | val_loss: 0.0312281 | Time: 1744.64 ms
[2022-04-06 17:19:53 main:574] : INFO : Epoch 2011 | loss: 0.0311912 | val_loss: 0.0312304 | Time: 1739.41 ms
[2022-04-06 17:19:54 main:574] : INFO : Epoch 2012 | loss: 0.031191 | val_loss: 0.031227 | Time: 1759.61 ms
[2022-04-06 17:19:56 main:574] : INFO : Epoch 2013 | loss: 0.0311915 | val_loss: 0.0312246 | Time: 1764.4 ms
[2022-04-06 17:19:58 main:574] : INFO : Epoch 2014 | loss: 0.031192 | val_loss: 0.0312298 | Time: 1745 ms
[2022-04-06 17:20:00 main:574] : INFO : Epoch 2015 | loss: 0.0311916 | val_loss: 0.0312352 | Time: 1777.72 ms
[2022-04-06 17:20:01 main:574] : INFO : Epoch 2016 | loss: 0.0311911 | val_loss: 0.0312242 | Time: 1718.22 ms
[2022-04-06 17:20:03 main:574] : INFO : Epoch 2017 | loss: 0.0311913 | val_loss: 0.0312261 | Time: 1739.38 ms
[2022-04-06 17:20:05 main:574] : INFO : Epoch 2018 | loss: 0.0311917 | val_loss: 0.0312299 | Time: 1844.72 ms
[2022-04-06 17:20:07 main:574] : INFO : Epoch 2019 | loss: 0.0311914 | val_loss: 0.0312254 | Time: 1815.61 ms
[2022-04-06 17:20:09 main:574] : INFO : Epoch 2020 | loss: 0.0311921 | val_loss: 0.0312267 | Time: 1783.69 ms
[2022-04-06 17:20:10 main:574] : INFO : Epoch 2021 | loss: 0.031191 | val_loss: 0.0312315 | Time: 1744.03 ms
[2022-04-06 17:20:12 main:574] : INFO : Epoch 2022 | loss: 0.0311913 | val_loss: 0.0312251 | Time: 1769.54 ms
[2022-04-06 17:20:14 main:574] : INFO : Epoch 2023 | loss: 0.0311918 | val_loss: 0.0312298 | Time: 1758.38 ms
[2022-04-06 17:20:16 main:574] : INFO : Epoch 2024 | loss: 0.0311914 | val_loss: 0.0312317 | Time: 1752.5 ms
[2022-04-06 17:20:17 main:574] : INFO : Epoch 2025 | loss: 0.0311924 | val_loss: 0.0312283 | Time: 1780.32 ms
[2022-04-06 17:20:19 main:574] : INFO : Epoch 2026 | loss: 0.031192 | val_loss: 0.0312307 | Time: 1740.9 ms
[2022-04-06 17:20:21 main:574] : INFO : Epoch 2027 | loss: 0.0311919 | val_loss: 0.03123 | Time: 1779.8 ms
[2022-04-06 17:20:23 main:574] : INFO : Epoch 2028 | loss: 0.0311911 | val_loss: 0.0312271 | Time: 1744.69 ms
[2022-04-06 17:20:25 main:574] : INFO : Epoch 2029 | loss: 0.0311916 | val_loss: 0.0312277 | Time: 1777.62 ms
[2022-04-06 17:20:26 main:574] : INFO : Epoch 2030 | loss: 0.031192 | val_loss: 0.0312274 | Time: 1769.67 ms
[2022-04-06 17:20:28 main:574] : INFO : Epoch 2031 | loss: 0.0311912 | val_loss: 0.0312269 | Time: 1795.74 ms
[2022-04-06 17:20:30 main:574] : INFO : Epoch 2032 | loss: 0.0311916 | val_loss: 0.0312267 | Time: 1766.63 ms
[2022-04-06 17:20:32 main:574] : INFO : Epoch 2033 | loss: 0.0311918 | val_loss: 0.0312291 | Time: 1763.13 ms
[2022-04-06 17:20:33 main:574] : INFO : Epoch 2034 | loss: 0.0311919 | val_loss: 0.0312345 | Time: 1760.02 ms
[2022-04-06 17:20:35 main:574] : INFO : Epoch 2035 | loss: 0.0311928 | val_loss: 0.0312268 | Time: 1741.29 ms
[2022-04-06 17:20:37 main:574] : INFO : Epoch 2036 | loss: 0.031192 | val_loss: 0.0312352 | Time: 1776.79 ms
[2022-04-06 17:20:39 main:574] : INFO : Epoch 2037 | loss: 0.031193 | val_loss: 0.0312297 | Time: 1776.6 ms
[2022-04-06 17:20:41 main:574] : INFO : Epoch 2038 | loss: 0.0311914 | val_loss: 0.0312263 | Time: 1779.97 ms
[2022-04-06 17:20:42 main:574] : INFO : Epoch 2039 | loss: 0.0311913 | val_loss: 0.0312261 | Time: 1775.13 ms
[2022-04-06 17:20:44 main:574] : INFO : Epoch 2040 | loss: 0.0311915 | val_loss: 0.0312276 | Time: 1755.44 ms
[2022-04-06 17:20:46 main:574] : INFO : Epoch 2041 | loss: 0.0311914 | val_loss: 0.0312312 | Time: 1751.24 ms
[2022-04-06 17:20:48 main:574] : INFO : Epoch 2042 | loss: 0.031191 | val_loss: 0.0312294 | Time: 1795.59 ms
[2022-04-06 17:20:49 main:574] : INFO : Epoch 2043 | loss: 0.0311915 | val_loss: 0.0312301 | Time: 1799.18 ms
[2022-04-06 17:20:51 main:574] : INFO : Epoch 2044 | loss: 0.0311923 | val_loss: 0.0312295 | Time: 1716.35 ms
[2022-04-06 17:20:53 main:574] : INFO : Epoch 2045 | loss: 0.0311917 | val_loss: 0.03123 | Time: 1728.1 ms
[2022-04-06 17:20:55 main:574] : INFO : Epoch 2046 | loss: 0.0311924 | val_loss: 0.0312279 | Time: 1772.96 ms
[2022-04-06 17:20:56 main:574] : INFO : Epoch 2047 | loss: 0.0311919 | val_loss: 0.0312309 | Time: 1751.84 ms
[2022-04-06 17:20:58 main:574] : INFO : Epoch 2048 | loss: 0.0311916 | val_loss: 0.031229 | Time: 1764.22 ms
[2022-04-06 17:20:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031229
[2022-04-06 17:20:58 main:603] : INFO : Saving end state to config to file
[2022-04-06 17:20:58 main:608] : INFO : Success, exiting..
17:20:58 (12220): 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)