Task 9425138
| Name | ParityModified-1638635301-8859-0_0 |
| Workunit | 6841328 |
| Created | 4 Dec 2021, 16:28:26 UTC |
| Sent | 15 Dec 2021, 12:03:15 UTC |
| Report deadline | 23 Dec 2021, 12:03:15 UTC |
| Received | 15 Dec 2021, 15:58:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8915 |
| Run time | 59 min 32 sec |
| CPU time | 55 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,470.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.031098 | val_loss: 0.0312198 | Time: 1721.6 ms [2021-12-15 15:09:21 main:574] : INFO : Epoch 1543 | loss: 0.0311021 | val_loss: 0.0312405 | Time: 1760.52 ms [2021-12-15 15:09:23 main:574] : INFO : Epoch 1544 | loss: 0.0310957 | val_loss: 0.031227 | Time: 1736.7 ms [2021-12-15 15:09:25 main:574] : INFO : Epoch 1545 | loss: 0.0310952 | val_loss: 0.0312408 | Time: 1730.24 ms [2021-12-15 15:09:27 main:574] : INFO : Epoch 1546 | loss: 0.0310988 | val_loss: 0.0312226 | Time: 1735.93 ms [2021-12-15 15:09:28 main:574] : INFO : Epoch 1547 | loss: 0.0310994 | val_loss: 0.0312253 | Time: 1730.85 ms [2021-12-15 15:09:30 main:574] : INFO : Epoch 1548 | loss: 0.0310943 | val_loss: 0.0312241 | Time: 1712.17 ms [2021-12-15 15:09:32 main:574] : INFO : Epoch 1549 | loss: 0.0311014 | val_loss: 0.0312287 | Time: 1744.37 ms [2021-12-15 15:09:34 main:574] : INFO : Epoch 1550 | loss: 0.0310979 | val_loss: 0.0312214 | Time: 1732.38 ms [2021-12-15 15:09:35 main:574] : INFO : Epoch 1551 | loss: 0.0310952 | val_loss: 0.031234 | Time: 1795.7 ms [2021-12-15 15:09:37 main:574] : INFO : Epoch 1552 | loss: 0.0311028 | val_loss: 0.0312382 | Time: 1780.98 ms [2021-12-15 15:09:39 main:574] : INFO : Epoch 1553 | loss: 0.0310959 | val_loss: 0.0312374 | Time: 1754.09 ms [2021-12-15 15:09:41 main:574] : INFO : Epoch 1554 | loss: 0.0310986 | val_loss: 0.0312255 | Time: 1743.08 ms [2021-12-15 15:09:43 main:574] : INFO : Epoch 1555 | loss: 0.0310995 | val_loss: 0.0312415 | Time: 1706.15 ms [2021-12-15 15:09:44 main:574] : INFO : Epoch 1556 | loss: 0.031101 | val_loss: 0.0312201 | Time: 1697.07 ms [2021-12-15 15:09:46 main:574] : INFO : Epoch 1557 | loss: 0.031105 | val_loss: 0.0312261 | Time: 1710.7 ms [2021-12-15 15:09:48 main:574] : INFO : Epoch 1558 | loss: 0.0311064 | val_loss: 0.0312122 | Time: 1703 ms [2021-12-15 15:09:49 main:574] : INFO : Epoch 1559 | loss: 0.031099 | val_loss: 0.0312288 | Time: 1721.72 ms [2021-12-15 15:09:51 main:574] : INFO : Epoch 1560 | loss: 0.0310966 | val_loss: 0.0312225 | Time: 1739.11 ms [2021-12-15 15:09:53 main:574] : INFO : Epoch 1561 | loss: 0.0310991 | val_loss: 0.031252 | Time: 1698.28 ms [2021-12-15 15:09:55 main:574] : INFO : Epoch 1562 | loss: 0.0310998 | val_loss: 0.0312316 | Time: 1754.76 ms [2021-12-15 15:09:56 main:574] : INFO : Epoch 1563 | loss: 0.0310913 | val_loss: 0.0312284 | Time: 1708.79 ms [2021-12-15 15:09:58 main:574] : INFO : Epoch 1564 | loss: 0.0310911 | val_loss: 0.0312347 | Time: 1717.1 ms [2021-12-15 15:10:00 main:574] : INFO : Epoch 1565 | loss: 0.0310942 | val_loss: 0.0312333 | Time: 1726.63 ms [2021-12-15 15:10:02 main:574] : INFO : Epoch 1566 | loss: 0.0310952 | val_loss: 0.0312256 | Time: 1705.99 ms [2021-12-15 15:10:03 main:574] : INFO : Epoch 1567 | loss: 0.0310991 | val_loss: 0.0312263 | Time: 1700.02 ms [2021-12-15 15:10:05 main:574] : INFO : Epoch 1568 | loss: 0.0310992 | val_loss: 0.0312467 | Time: 1716.66 ms [2021-12-15 15:10:07 main:574] : INFO : Epoch 1569 | loss: 0.0310958 | val_loss: 0.0312306 | Time: 1781.71 ms [2021-12-15 15:10:08 main:574] : INFO : Epoch 1570 | loss: 0.0310968 | val_loss: 0.031245 | Time: 1700.66 ms [2021-12-15 15:10:10 main:574] : INFO : Epoch 1571 | loss: 0.0311022 | val_loss: 0.0312217 | Time: 1696.82 ms [2021-12-15 15:10:12 main:574] : INFO : Epoch 1572 | loss: 0.0311085 | val_loss: 0.0312249 | Time: 1689.24 ms [2021-12-15 15:10:14 main:574] : INFO : Epoch 1573 | loss: 0.0311066 | val_loss: 0.0312306 | Time: 1689.82 ms [2021-12-15 15:10:15 main:574] : INFO : Epoch 1574 | loss: 0.0311028 | val_loss: 0.0312164 | Time: 1696.83 ms [2021-12-15 15:10:17 main:574] : INFO : Epoch 1575 | loss: 0.0310977 | val_loss: 0.031221 | Time: 1700.57 ms [2021-12-15 15:10:19 main:574] : INFO : Epoch 1576 | loss: 0.0311045 | val_loss: 0.0312171 | Time: 1701.37 ms [2021-12-15 15:10:20 main:574] : INFO : Epoch 1577 | loss: 0.0311051 | val_loss: 0.0312036 | Time: 1691.36 ms [2021-12-15 15:10:22 main:574] : INFO : Epoch 1578 | loss: 0.0311046 | val_loss: 0.0312523 | Time: 1691.54 ms [2021-12-15 15:10:24 main:574] : INFO : Epoch 1579 | loss: 0.0310999 | val_loss: 0.0312065 | Time: 1692.35 ms [2021-12-15 15:10:25 main:574] : INFO : Epoch 1580 | loss: 0.0310979 | val_loss: 0.0312303 | Time: 1700.92 ms [2021-12-15 15:10:27 main:574] : INFO : Epoch 1581 | loss: 0.0310969 | val_loss: 0.0312246 | Time: 1699.68 ms [2021-12-15 15:10:29 main:574] : INFO : Epoch 1582 | loss: 0.0310939 | val_loss: 0.0312126 | Time: 1702.56 ms [2021-12-15 15:10:31 main:574] : INFO : Epoch 1583 | loss: 0.0310995 | val_loss: 0.0312312 | Time: 1691.08 ms [2021-12-15 15:10:32 main:574] : INFO : Epoch 1584 | loss: 0.0310992 | val_loss: 0.0312215 | Time: 1697.55 ms [2021-12-15 15:10:34 main:574] : INFO : Epoch 1585 | loss: 0.031099 | val_loss: 0.031232 | Time: 1805.36 ms [2021-12-15 15:10:36 main:574] : INFO : Epoch 1586 | loss: 0.0310957 | val_loss: 0.0312186 | Time: 1711.79 ms [2021-12-15 15:10:38 main:574] : INFO : Epoch 1587 | loss: 0.0310944 | val_loss: 0.0312265 | Time: 1696.32 ms [2021-12-15 15:10:39 main:574] : INFO : Epoch 1588 | loss: 0.0310961 | val_loss: 0.0312373 | Time: 1692.96 ms [2021-12-15 15:10:41 main:574] : INFO : Epoch 1589 | loss: 0.0310944 | val_loss: 0.0312201 | Time: 1695.81 ms [2021-12-15 15:10:43 main:574] : INFO : Epoch 1590 | loss: 0.0310894 | val_loss: 0.0312341 | Time: 1703.35 ms [2021-12-15 15:10:44 main:574] : INFO : Epoch 1591 | loss: 0.0310889 | val_loss: 0.0312267 | Time: 1690.92 ms [2021-12-15 15:10:46 main:574] : INFO : Epoch 1592 | loss: 0.0310953 | val_loss: 0.0312292 | Time: 1700.99 ms [2021-12-15 15:10:48 main:574] : INFO : Epoch 1593 | loss: 0.0310961 | val_loss: 0.0312256 | Time: 1708.69 ms [2021-12-15 15:10:50 main:574] : INFO : Epoch 1594 | loss: 0.0310965 | val_loss: 0.0312378 | Time: 1717.15 ms [2021-12-15 15:10:51 main:574] : INFO : Epoch 1595 | loss: 0.0310956 | val_loss: 0.0312312 | Time: 1738.41 ms [2021-12-15 15:10:53 main:574] : INFO : Epoch 1596 | loss: 0.031094 | val_loss: 0.0312306 | Time: 1716.46 ms [2021-12-15 15:10:55 main:574] : INFO : Epoch 1597 | loss: 0.0310908 | val_loss: 0.0312284 | Time: 1693.9 ms [2021-12-15 15:10:56 main:574] : INFO : Epoch 1598 | loss: 0.0310964 | val_loss: 0.0312245 | Time: 1698.57 ms [2021-12-15 15:10:58 main:574] : INFO : Epoch 1599 | loss: 0.0310977 | val_loss: 0.0312208 | Time: 1691.99 ms [2021-12-15 15:11:00 main:574] : INFO : Epoch 1600 | loss: 0.0310946 | val_loss: 0.0312458 | Time: 1768.98 ms [2021-12-15 15:11:02 main:574] : INFO : Epoch 1601 | loss: 0.0310929 | val_loss: 0.0312298 | Time: 1704.19 ms [2021-12-15 15:11:03 main:574] : INFO : Epoch 1602 | loss: 0.0310922 | val_loss: 0.0312281 | Time: 1701.18 ms [2021-12-15 15:11:05 main:574] : INFO : Epoch 1603 | loss: 0.031091 | val_loss: 0.0312314 | Time: 1702.66 ms [2021-12-15 15:11:07 main:574] : INFO : Epoch 1604 | loss: 0.0310913 | val_loss: 0.0312326 | Time: 1693.33 ms [2021-12-15 15:11:08 main:574] : INFO : Epoch 1605 | loss: 0.0310941 | val_loss: 0.0312346 | Time: 1692.22 ms [2021-12-15 15:11:10 main:574] : INFO : Epoch 1606 | loss: 0.0310926 | val_loss: 0.0312368 | Time: 1692.05 ms [2021-12-15 15:11:12 main:574] : INFO : Epoch 1607 | loss: 0.0310881 | val_loss: 0.0312241 | Time: 1738.49 ms [2021-12-15 15:11:14 main:574] : INFO : Epoch 1608 | loss: 0.0310896 | val_loss: 0.0312246 | Time: 1700.5 ms [2021-12-15 15:11:15 main:574] : INFO : Epoch 1609 | loss: 0.0310959 | val_loss: 0.0312316 | Time: 1700.04 ms [2021-12-15 15:11:17 main:574] : INFO : Epoch 1610 | loss: 0.0310954 | val_loss: 0.0312339 | Time: 1700.64 ms [2021-12-15 15:11:19 main:574] : INFO : Epoch 1611 | loss: 0.0310918 | val_loss: 0.0312417 | Time: 1702.29 ms [2021-12-15 15:11:20 main:574] : INFO : Epoch 1612 | loss: 0.0311027 | val_loss: 0.0312293 | Time: 1711.26 ms [2021-12-15 15:11:22 main:574] : INFO : Epoch 1613 | loss: 0.0311122 | val_loss: 0.0312134 | Time: 1708.37 ms [2021-12-15 15:11:24 main:574] : INFO : Epoch 1614 | loss: 0.0310991 | val_loss: 0.0312304 | Time: 1713.21 ms [2021-12-15 15:11:26 main:574] : INFO : Epoch 1615 | loss: 0.0310912 | val_loss: 0.0312406 | Time: 1731.97 ms [2021-12-15 15:11:27 main:574] : INFO : Epoch 1616 | loss: 0.0310867 | val_loss: 0.0312261 | Time: 1711.89 ms [2021-12-15 15:11:29 main:574] : INFO : Epoch 1617 | loss: 0.0310918 | val_loss: 0.0312318 | Time: 1767.92 ms [2021-12-15 15:11:31 main:574] : INFO : Epoch 1618 | loss: 0.0310891 | val_loss: 0.0312332 | Time: 1702.54 ms [2021-12-15 15:11:33 main:574] : INFO : Epoch 1619 | loss: 0.0310855 | val_loss: 0.031228 | Time: 1720.02 ms [2021-12-15 15:11:34 main:574] : INFO : Epoch 1620 | loss: 0.0310892 | val_loss: 0.0312314 | Time: 1699.26 ms [2021-12-15 15:11:36 main:574] : INFO : Epoch 1621 | loss: 0.0310907 | val_loss: 0.0312273 | Time: 1691.99 ms [2021-12-15 15:11:38 main:574] : INFO : Epoch 1622 | loss: 0.0310885 | val_loss: 0.0312478 | Time: 1698.28 ms [2021-12-15 15:11:39 main:574] : INFO : Epoch 1623 | loss: 0.0310871 | val_loss: 0.0312466 | Time: 1700.23 ms [2021-12-15 15:11:41 main:574] : INFO : Epoch 1624 | loss: 0.0310892 | val_loss: 0.0312363 | Time: 1760.31 ms [2021-12-15 15:11:43 main:574] : INFO : Epoch 1625 | loss: 0.0310931 | val_loss: 0.0312268 | Time: 1749.92 ms [2021-12-15 15:11:45 main:574] : INFO : Epoch 1626 | loss: 0.0310918 | val_loss: 0.0312277 | Time: 1722.18 ms [2021-12-15 15:11:46 main:574] : INFO : Epoch 1627 | loss: 0.0310938 | val_loss: 0.0312535 | Time: 1707.79 ms [2021-12-15 15:11:48 main:574] : INFO : Epoch 1628 | loss: 0.0310928 | val_loss: 0.0312269 | Time: 1770.03 ms [2021-12-15 15:11:50 main:574] : INFO : Epoch 1629 | loss: 0.0310914 | val_loss: 0.0312326 | Time: 1753.79 ms [2021-12-15 15:12:02 main:574] : INFO : Epoch 1630 | loss: 0.0310823 | val_loss: 0.0312385 | Time: 11895.5 ms [2021-12-15 15:12:04 main:574] : INFO : Epoch 1631 | loss: 0.0310876 | val_loss: 0.0312372 | Time: 1703.69 ms [2021-12-15 15:12:05 main:574] : INFO : Epoch 1632 | loss: 0.0310949 | val_loss: 0.0312218 | Time: 1690.13 ms [2021-12-15 15:12:07 main:574] : INFO : Epoch 1633 | loss: 0.0310941 | val_loss: 0.0312347 | Time: 1691.87 ms [2021-12-15 15:12:09 main:574] : INFO : Epoch 1634 | loss: 0.0310899 | val_loss: 0.0312245 | Time: 1675.95 ms [2021-12-15 15:12:10 main:574] : INFO : Epoch 1635 | loss: 0.0310975 | val_loss: 0.0312302 | Time: 1690.47 ms [2021-12-15 15:12:12 main:574] : INFO : Epoch 1636 | loss: 0.0310951 | val_loss: 0.0312349 | Time: 1696.29 ms [2021-12-15 15:12:14 main:574] : INFO : Epoch 1637 | loss: 0.0310927 | val_loss: 0.0312161 | Time: 1698.06 ms [2021-12-15 15:12:16 main:574] : INFO : Epoch 1638 | loss: 0.031092 | val_loss: 0.0312318 | Time: 1694.4 ms [2021-12-15 15:12:17 main:574] : INFO : Epoch 1639 | loss: 0.0310935 | val_loss: 0.0312462 | Time: 1739.24 ms [2021-12-15 15:12:19 main:574] : INFO : Epoch 1640 | loss: 0.0310896 | val_loss: 0.0312293 | Time: 1732.11 ms [2021-12-15 15:12:21 main:574] : INFO : Epoch 1641 | loss: 0.0310864 | val_loss: 0.0312454 | Time: 1686.7 ms [2021-12-15 15:12:33 main:574] : INFO : Epoch 1642 | loss: 0.0310852 | val_loss: 0.0312282 | Time: 11899 ms [2021-12-15 15:12:34 main:574] : INFO : Epoch 1643 | loss: 0.0310888 | val_loss: 0.0312291 | Time: 1726.46 ms [2021-12-15 15:12:36 main:574] : INFO : Epoch 1644 | loss: 0.0310877 | val_loss: 0.0312447 | Time: 1698.12 ms [2021-12-15 15:12:38 main:574] : INFO : Epoch 1645 | loss: 0.0310835 | val_loss: 0.031234 | Time: 1698.44 ms [2021-12-15 15:12:40 main:574] : INFO : Epoch 1646 | loss: 0.0310879 | val_loss: 0.031235 | Time: 1724.38 ms [2021-12-15 15:12:41 main:574] : INFO : Epoch 1647 | loss: 0.0310877 | val_loss: 0.0312278 | Time: 1733.3 ms [2021-12-15 15:12:43 main:574] : INFO : Epoch 1648 | loss: 0.031089 | val_loss: 0.0312275 | Time: 1719.35 ms [2021-12-15 15:12:45 main:574] : INFO : Epoch 1649 | loss: 0.0310868 | val_loss: 0.0312365 | Time: 1726.48 ms [2021-12-15 15:12:47 main:574] : INFO : Epoch 1650 | loss: 0.0310946 | val_loss: 0.0312325 | Time: 1745.36 ms [2021-12-15 15:12:48 main:574] : INFO : Epoch 1651 | loss: 0.0310953 | val_loss: 0.0312174 | Time: 1724.08 ms [2021-12-15 15:12:50 main:574] : INFO : Epoch 1652 | loss: 0.0310961 | val_loss: 0.0312294 | Time: 1755.4 ms [2021-12-15 15:12:52 main:574] : INFO : Epoch 1653 | loss: 0.031096 | val_loss: 0.0312227 | Time: 1714.42 ms [2021-12-15 15:12:53 main:574] : INFO : Epoch 1654 | loss: 0.0310966 | val_loss: 0.0312445 | Time: 1702.99 ms [2021-12-15 15:12:55 main:574] : INFO : Epoch 1655 | loss: 0.0310879 | val_loss: 0.031232 | Time: 1830.36 ms [2021-12-15 15:12:57 main:574] : INFO : Epoch 1656 | loss: 0.0310864 | val_loss: 0.0312278 | Time: 1719.01 ms [2021-12-15 15:12:59 main:574] : INFO : Epoch 1657 | loss: 0.0310872 | val_loss: 0.0312375 | Time: 1693.02 ms [2021-12-15 15:13:00 main:574] : INFO : Epoch 1658 | loss: 0.0310838 | val_loss: 0.0312319 | Time: 1705.9 ms [2021-12-15 15:13:02 main:574] : INFO : Epoch 1659 | loss: 0.0310774 | val_loss: 0.0312585 | Time: 1792.07 ms [2021-12-15 15:13:04 main:574] : INFO : Epoch 1660 | loss: 0.0310862 | val_loss: 0.0312353 | Time: 1819.5 ms [2021-12-15 15:13:06 main:574] : INFO : Epoch 1661 | loss: 0.0310943 | val_loss: 0.0312208 | Time: 1730.42 ms [2021-12-15 15:13:08 main:574] : INFO : Epoch 1662 | loss: 0.0310938 | val_loss: 0.0312288 | Time: 1714.7 ms [2021-12-15 15:13:09 main:574] : INFO : Epoch 1663 | loss: 0.0310921 | val_loss: 0.0312275 | Time: 1718.5 ms [2021-12-15 15:13:11 main:574] : INFO : Epoch 1664 | loss: 0.0310841 | val_loss: 0.0312306 | Time: 1702.17 ms [2021-12-15 15:13:13 main:574] : INFO : Epoch 1665 | loss: 0.031084 | val_loss: 0.0312355 | Time: 1702.08 ms [2021-12-15 15:13:14 main:574] : INFO : Epoch 1666 | loss: 0.0310857 | val_loss: 0.0312328 | Time: 1695.54 ms [2021-12-15 15:13:16 main:574] : INFO : Epoch 1667 | loss: 0.0310812 | val_loss: 0.0312411 | Time: 1698.64 ms [2021-12-15 15:13:18 main:574] : INFO : Epoch 1668 | loss: 0.0310837 | val_loss: 0.0312425 | Time: 1703.67 ms [2021-12-15 15:13:20 main:574] : INFO : Epoch 1669 | loss: 0.0310928 | val_loss: 0.0312353 | Time: 1718.19 ms [2021-12-15 15:13:21 main:574] : INFO : Epoch 1670 | loss: 0.0310924 | val_loss: 0.031215 | Time: 1706.5 ms [2021-12-15 15:13:23 main:574] : INFO : Epoch 1671 | loss: 0.0310944 | val_loss: 0.0312218 | Time: 1722.62 ms [2021-12-15 15:13:25 main:574] : INFO : Epoch 1672 | loss: 0.0310839 | val_loss: 0.0312332 | Time: 1713.28 ms [2021-12-15 15:13:26 main:574] : INFO : Epoch 1673 | loss: 0.031081 | val_loss: 0.0312117 | Time: 1696.11 ms [2021-12-15 15:13:28 main:574] : INFO : Epoch 1674 | loss: 0.031088 | val_loss: 0.0312618 | Time: 1697.23 ms [2021-12-15 15:13:30 main:574] : INFO : Epoch 1675 | loss: 0.031104 | val_loss: 0.0312318 | Time: 1718.1 ms [2021-12-15 15:13:32 main:574] : INFO : Epoch 1676 | loss: 0.0310915 | val_loss: 0.0312354 | Time: 1711.63 ms [2021-12-15 15:13:33 main:574] : INFO : Epoch 1677 | loss: 0.0310903 | val_loss: 0.031222 | Time: 1691.34 ms [2021-12-15 15:13:35 main:574] : INFO : Epoch 1678 | loss: 0.031084 | val_loss: 0.0312512 | Time: 1689.29 ms [2021-12-15 15:13:37 main:574] : INFO : Epoch 1679 | loss: 0.0310809 | val_loss: 0.0312153 | Time: 1700.61 ms [2021-12-15 15:13:38 main:574] : INFO : Epoch 1680 | loss: 0.0310805 | val_loss: 0.0312339 | Time: 1742.49 ms [2021-12-15 15:13:40 main:574] : INFO : Epoch 1681 | loss: 0.031085 | val_loss: 0.0312332 | Time: 1739.4 ms [2021-12-15 15:13:42 main:574] : INFO : Epoch 1682 | loss: 0.0310917 | val_loss: 0.0312347 | Time: 1703.53 ms [2021-12-15 15:13:44 main:574] : INFO : Epoch 1683 | loss: 0.03109 | val_loss: 0.0312251 | Time: 1698.69 ms [2021-12-15 15:13:45 main:574] : INFO : Epoch 1684 | loss: 0.0310874 | val_loss: 0.0312283 | Time: 1708.81 ms [2021-12-15 15:13:47 main:574] : INFO : Epoch 1685 | loss: 0.0310842 | val_loss: 0.0312283 | Time: 1734.52 ms [2021-12-15 15:13:49 main:574] : INFO : Epoch 1686 | loss: 0.0310922 | val_loss: 0.0312521 | Time: 1739.23 ms [2021-12-15 15:13:51 main:574] : INFO : Epoch 1687 | loss: 0.0310924 | val_loss: 0.031213 | Time: 1710.36 ms [2021-12-15 15:13:52 main:574] : INFO : Epoch 1688 | loss: 0.0310918 | val_loss: 0.0312218 | Time: 1748.89 ms [2021-12-15 15:13:54 main:574] : INFO : Epoch 1689 | loss: 0.0310912 | val_loss: 0.0312323 | Time: 1806.82 ms [2021-12-15 15:13:56 main:574] : INFO : Epoch 1690 | loss: 0.0310857 | val_loss: 0.031234 | Time: 1687.55 ms [2021-12-15 15:13:57 main:574] : INFO : Epoch 1691 | loss: 0.0310918 | val_loss: 0.0312347 | Time: 1689.15 ms [2021-12-15 15:13:59 main:574] : INFO : Epoch 1692 | loss: 0.0310872 | val_loss: 0.0312086 | Time: 1686.88 ms [2021-12-15 15:14:01 main:574] : INFO : Epoch 1693 | loss: 0.0310991 | val_loss: 0.0312382 | Time: 1710.35 ms [2021-12-15 15:14:13 main:574] : INFO : Epoch 1694 | loss: 0.0311011 | val_loss: 0.0312187 | Time: 12330.3 ms [2021-12-15 15:14:15 main:574] : INFO : Epoch 1695 | loss: 0.0311104 | val_loss: 0.0312209 | Time: 1733.48 ms [2021-12-15 15:14:17 main:574] : INFO : Epoch 1696 | loss: 0.0310989 | val_loss: 0.0312197 | Time: 1798.15 ms [2021-12-15 15:14:19 main:574] : INFO : Epoch 1697 | loss: 0.0310858 | val_loss: 0.0312343 | Time: 1775.22 ms [2021-12-15 15:14:20 main:574] : INFO : Epoch 1698 | loss: 0.0310817 | val_loss: 0.0312434 | Time: 1779.08 ms [2021-12-15 15:14:22 main:574] : INFO : Epoch 1699 | loss: 0.0310848 | val_loss: 0.0312306 | Time: 1970.97 ms [2021-12-15 15:14:24 main:574] : INFO : Epoch 1700 | loss: 0.0310866 | val_loss: 0.0312395 | Time: 1831.28 ms [2021-12-15 15:14:26 main:574] : INFO : Epoch 1701 | loss: 0.0310886 | val_loss: 0.0312271 | Time: 1774.92 ms [2021-12-15 15:14:28 main:574] : INFO : Epoch 1702 | loss: 0.0310832 | val_loss: 0.0312446 | Time: 1841.98 ms [2021-12-15 15:14:30 main:574] : INFO : Epoch 1703 | loss: 0.031087 | val_loss: 0.0312383 | Time: 1812.88 ms [2021-12-15 15:14:32 main:574] : INFO : Epoch 1704 | loss: 0.0310813 | val_loss: 0.0312369 | Time: 1830.23 ms [2021-12-15 15:14:43 main:574] : INFO : Epoch 1705 | loss: 0.0310837 | val_loss: 0.0312333 | Time: 11792.6 ms [2021-12-15 15:14:45 main:574] : INFO : Epoch 1706 | loss: 0.0310801 | val_loss: 0.0312534 | Time: 1724.82 ms [2021-12-15 15:14:47 main:574] : INFO : Epoch 1707 | loss: 0.0310791 | val_loss: 0.0312362 | Time: 1688.45 ms [2021-12-15 15:14:48 main:574] : INFO : Epoch 1708 | loss: 0.0310844 | val_loss: 0.0312545 | Time: 1698.23 ms [2021-12-15 15:14:50 main:574] : INFO : Epoch 1709 | loss: 0.0310833 | val_loss: 0.0312188 | Time: 1692.77 ms [2021-12-15 15:14:52 main:574] : INFO : Epoch 1710 | loss: 0.0310807 | val_loss: 0.0312476 | Time: 1683.39 ms [2021-12-15 15:14:54 main:574] : INFO : Epoch 1711 | loss: 0.0310823 | val_loss: 0.0312233 | Time: 1698.54 ms [2021-12-15 15:14:55 main:574] : INFO : Epoch 1712 | loss: 0.0310768 | val_loss: 0.0312297 | Time: 1751.7 ms [2021-12-15 15:14:57 main:574] : INFO : Epoch 1713 | loss: 0.0310818 | val_loss: 0.0312284 | Time: 1738.05 ms [2021-12-15 15:14:59 main:574] : INFO : Epoch 1714 | loss: 0.0310834 | val_loss: 0.0312403 | Time: 1741.46 ms [2021-12-15 15:15:01 main:574] : INFO : Epoch 1715 | loss: 0.0310853 | val_loss: 0.0312329 | Time: 1694.7 ms [2021-12-15 15:15:02 main:574] : INFO : Epoch 1716 | loss: 0.0310894 | val_loss: 0.0312283 | Time: 1712.23 ms [2021-12-15 15:15:14 main:574] : INFO : Epoch 1717 | loss: 0.0310845 | val_loss: 0.0312265 | Time: 11927.7 ms [2021-12-15 15:15:16 main:574] : INFO : Epoch 1718 | loss: 0.0310875 | val_loss: 0.0312277 | Time: 1713.62 ms [2021-12-15 15:15:18 main:574] : INFO : Epoch 1719 | loss: 0.0310887 | val_loss: 0.03122 | Time: 1733.05 ms [2021-12-15 15:15:19 main:574] : INFO : Epoch 1720 | loss: 0.031085 | val_loss: 0.0312356 | Time: 1711.83 ms [2021-12-15 15:15:21 main:574] : INFO : Epoch 1721 | loss: 0.0310872 | val_loss: 0.0312344 | Time: 1796.61 ms [2021-12-15 15:15:23 main:574] : INFO : Epoch 1722 | loss: 0.0310862 | val_loss: 0.0312276 | Time: 1700.47 ms [2021-12-15 15:15:25 main:574] : INFO : Epoch 1723 | loss: 0.031089 | val_loss: 0.03123 | Time: 1707.89 ms [2021-12-15 15:15:26 main:574] : INFO : Epoch 1724 | loss: 0.0310833 | val_loss: 0.0312194 | Time: 1683.2 ms [2021-12-15 15:15:28 main:574] : INFO : Epoch 1725 | loss: 0.0310869 | val_loss: 0.0312429 | Time: 1696.23 ms [2021-12-15 15:15:30 main:574] : INFO : Epoch 1726 | loss: 0.0310879 | val_loss: 0.0312133 | Time: 1713.41 ms [2021-12-15 15:15:32 main:574] : INFO : Epoch 1727 | loss: 0.0310867 | val_loss: 0.0312295 | Time: 1812.3 ms [2021-12-15 15:15:33 main:574] : INFO : Epoch 1728 | loss: 0.0310953 | val_loss: 0.0312258 | Time: 1701.86 ms [2021-12-15 15:15:35 main:574] : INFO : Epoch 1729 | loss: 0.0310856 | val_loss: 0.0312495 | Time: 1694.15 ms [2021-12-15 15:15:37 main:574] : INFO : Epoch 1730 | loss: 0.0310832 | val_loss: 0.0312332 | Time: 1718.98 ms [2021-12-15 15:15:38 main:574] : INFO : Epoch 1731 | loss: 0.0310853 | val_loss: 0.0312439 | Time: 1688.18 ms [2021-12-15 15:15:40 main:574] : INFO : Epoch 1732 | loss: 0.0310805 | val_loss: 0.0312488 | Time: 1682.82 ms [2021-12-15 15:15:42 main:574] : INFO : Epoch 1733 | loss: 0.0310776 | val_loss: 0.0312342 | Time: 1684.32 ms [2021-12-15 15:15:44 main:574] : INFO : Epoch 1734 | loss: 0.0310762 | val_loss: 0.0312376 | Time: 1776.54 ms [2021-12-15 15:15:45 main:574] : INFO : Epoch 1735 | loss: 0.0310766 | val_loss: 0.0312504 | Time: 1709.77 ms [2021-12-15 15:15:47 main:574] : INFO : Epoch 1736 | loss: 0.0310806 | val_loss: 0.0312349 | Time: 1689.03 ms [2021-12-15 15:15:49 main:574] : INFO : Epoch 1737 | loss: 0.0310838 | val_loss: 0.0312289 | Time: 1700.65 ms [2021-12-15 15:15:50 main:574] : INFO : Epoch 1738 | loss: 0.0310764 | val_loss: 0.0312344 | Time: 1680.06 ms [2021-12-15 15:15:52 main:574] : INFO : Epoch 1739 | loss: 0.0310816 | val_loss: 0.0312359 | Time: 1686.48 ms [2021-12-15 15:15:54 main:574] : INFO : Epoch 1740 | loss: 0.0310903 | val_loss: 0.0312303 | Time: 1701.56 ms [2021-12-15 15:15:56 main:574] : INFO : Epoch 1741 | loss: 0.0310939 | val_loss: 0.0312558 | Time: 1865.76 ms [2021-12-15 15:15:57 main:574] : INFO : Epoch 1742 | loss: 0.0310891 | val_loss: 0.0312253 | Time: 1721.78 ms [2021-12-15 15:15:59 main:574] : INFO : Epoch 1743 | loss: 0.0310894 | val_loss: 0.0312248 | Time: 1739.43 ms [2021-12-15 15:16:01 main:574] : INFO : Epoch 1744 | loss: 0.0310968 | val_loss: 0.0312377 | Time: 1713.02 ms [2021-12-15 15:16:03 main:574] : INFO : Epoch 1745 | loss: 0.031086 | val_loss: 0.0312209 | Time: 1703.21 ms [2021-12-15 15:16:04 main:574] : INFO : Epoch 1746 | loss: 0.0310884 | val_loss: 0.0312446 | Time: 1697.51 ms [2021-12-15 15:16:06 main:574] : INFO : Epoch 1747 | loss: 0.0310835 | val_loss: 0.0312292 | Time: 1755.37 ms [2021-12-15 15:16:08 main:574] : INFO : Epoch 1748 | loss: 0.0310791 | val_loss: 0.031242 | Time: 1698.39 ms [2021-12-15 15:16:10 main:574] : INFO : Epoch 1749 | loss: 0.0310795 | val_loss: 0.031247 | Time: 1696.61 ms [2021-12-15 15:16:11 main:574] : INFO : Epoch 1750 | loss: 0.0310846 | val_loss: 0.0312481 | Time: 1687.12 ms [2021-12-15 15:16:13 main:574] : INFO : Epoch 1751 | loss: 0.031087 | val_loss: 0.0312341 | Time: 1686.18 ms [2021-12-15 15:16:15 main:574] : INFO : Epoch 1752 | loss: 0.0310892 | val_loss: 0.0312272 | Time: 1691.75 ms [2021-12-15 15:16:16 main:574] : INFO : Epoch 1753 | loss: 0.031088 | val_loss: 0.0312524 | Time: 1685.34 ms [2021-12-15 15:16:18 main:574] : INFO : Epoch 1754 | loss: 0.0310863 | val_loss: 0.0312355 | Time: 1698.9 ms [2021-12-15 15:16:20 main:574] : INFO : Epoch 1755 | loss: 0.0310828 | val_loss: 0.0312335 | Time: 1719 ms [2021-12-15 15:16:21 main:574] : INFO : Epoch 1756 | loss: 0.0310812 | val_loss: 0.0312426 | Time: 1698.62 ms [2021-12-15 15:16:23 main:574] : INFO : Epoch 1757 | loss: 0.0310783 | val_loss: 0.0312219 | Time: 1720.2 ms [2021-12-15 15:16:25 main:574] : INFO : Epoch 1758 | loss: 0.0310784 | val_loss: 0.0312364 | Time: 1688.85 ms [2021-12-15 15:16:27 main:574] : INFO : Epoch 1759 | loss: 0.0310743 | val_loss: 0.0312647 | Time: 1686.42 ms [2021-12-15 15:16:28 main:574] : INFO : Epoch 1760 | loss: 0.031074 | val_loss: 0.0312485 | Time: 1696.09 ms [2021-12-15 15:16:30 main:574] : INFO : Epoch 1761 | loss: 0.0310813 | val_loss: 0.0312372 | Time: 1693.57 ms [2021-12-15 15:16:32 main:574] : INFO : Epoch 1762 | loss: 0.0310822 | val_loss: 0.0312501 | Time: 1696.39 ms [2021-12-15 15:16:33 main:574] : INFO : Epoch 1763 | loss: 0.0310811 | val_loss: 0.0312519 | Time: 1747.27 ms [2021-12-15 15:16:35 main:574] : INFO : Epoch 1764 | loss: 0.0310798 | val_loss: 0.0312302 | Time: 1687.65 ms [2021-12-15 15:16:37 main:574] : INFO : Epoch 1765 | loss: 0.0310847 | val_loss: 0.0312348 | Time: 1686.92 ms [2021-12-15 15:16:39 main:574] : INFO : Epoch 1766 | loss: 0.0310798 | val_loss: 0.031235 | Time: 1749.01 ms [2021-12-15 15:16:40 main:574] : INFO : Epoch 1767 | loss: 0.0310796 | val_loss: 0.0312321 | Time: 1684.46 ms [2021-12-15 15:16:42 main:574] : INFO : Epoch 1768 | loss: 0.0310833 | val_loss: 0.0312287 | Time: 1690.04 ms [2021-12-15 15:16:44 main:574] : INFO : Epoch 1769 | loss: 0.0310848 | val_loss: 0.0312557 | Time: 1699.54 ms [2021-12-15 15:16:45 main:574] : INFO : Epoch 1770 | loss: 0.0310786 | val_loss: 0.0312356 | Time: 1696.51 ms [2021-12-15 15:16:47 main:574] : INFO : Epoch 1771 | loss: 0.0310829 | val_loss: 0.0312328 | Time: 1684.94 ms [2021-12-15 15:16:49 main:574] : INFO : Epoch 1772 | loss: 0.0310824 | val_loss: 0.0312475 | Time: 1674.67 ms [2021-12-15 15:16:51 main:574] : INFO : Epoch 1773 | loss: 0.0310802 | val_loss: 0.0312341 | Time: 1679.34 ms [2021-12-15 15:16:52 main:574] : INFO : Epoch 1774 | loss: 0.0310857 | val_loss: 0.031218 | Time: 1691.76 ms [2021-12-15 15:16:54 main:574] : INFO : Epoch 1775 | loss: 0.0310952 | val_loss: 0.0312317 | Time: 1708.94 ms [2021-12-15 15:16:56 main:574] : INFO : Epoch 1776 | loss: 0.0310813 | val_loss: 0.0312502 | Time: 1732.09 ms [2021-12-15 15:16:57 main:574] : INFO : Epoch 1777 | loss: 0.0310877 | val_loss: 0.0312283 | Time: 1685.9 ms [2021-12-15 15:16:59 main:574] : INFO : Epoch 1778 | loss: 0.0310834 | val_loss: 0.0312372 | Time: 1687.33 ms [2021-12-15 15:17:01 main:574] : INFO : Epoch 1779 | loss: 0.0310813 | val_loss: 0.0312378 | Time: 1683.81 ms [2021-12-15 15:17:02 main:574] : INFO : Epoch 1780 | loss: 0.031096 | val_loss: 0.0312363 | Time: 1686.76 ms [2021-12-15 15:17:04 main:574] : INFO : Epoch 1781 | loss: 0.0310931 | val_loss: 0.0312475 | Time: 1702.25 ms [2021-12-15 15:17:06 main:574] : INFO : Epoch 1782 | loss: 0.0310878 | val_loss: 0.0312446 | Time: 1702.62 ms [2021-12-15 15:17:08 main:574] : INFO : Epoch 1783 | loss: 0.0310841 | val_loss: 0.0312302 | Time: 1686.12 ms [2021-12-15 15:17:09 main:574] : INFO : Epoch 1784 | loss: 0.0310827 | val_loss: 0.0312437 | Time: 1675.08 ms [2021-12-15 15:17:11 main:574] : INFO : Epoch 1785 | loss: 0.0310762 | val_loss: 0.0312314 | Time: 1736.88 ms [2021-12-15 15:17:13 main:574] : INFO : Epoch 1786 | loss: 0.0310858 | val_loss: 0.0312437 | Time: 1717.94 ms [2021-12-15 15:17:14 main:574] : INFO : Epoch 1787 | loss: 0.0310798 | val_loss: 0.0312273 | Time: 1736.52 ms [2021-12-15 15:17:16 main:574] : INFO : Epoch 1788 | loss: 0.0310825 | val_loss: 0.0312388 | Time: 1704.57 ms [2021-12-15 15:17:18 main:574] : INFO : Epoch 1789 | loss: 0.0310794 | val_loss: 0.0312451 | Time: 1680.3 ms [2021-12-15 15:17:20 main:574] : INFO : Epoch 1790 | loss: 0.0310863 | val_loss: 0.0312355 | Time: 1686.44 ms [2021-12-15 15:17:21 main:574] : INFO : Epoch 1791 | loss: 0.0310918 | val_loss: 0.0312354 | Time: 1690.36 ms [2021-12-15 15:17:23 main:574] : INFO : Epoch 1792 | loss: 0.0310862 | val_loss: 0.0312452 | Time: 1696.11 ms [2021-12-15 15:17:25 main:574] : INFO : Epoch 1793 | loss: 0.0310815 | val_loss: 0.0312585 | Time: 1694.67 ms [2021-12-15 15:17:26 main:574] : INFO : Epoch 1794 | loss: 0.0310851 | val_loss: 0.0312343 | Time: 1692.17 ms [2021-12-15 15:17:28 main:574] : INFO : Epoch 1795 | loss: 0.031081 | val_loss: 0.0312307 | Time: 1698.09 ms [2021-12-15 15:17:30 main:574] : INFO : Epoch 1796 | loss: 0.0310803 | val_loss: 0.0312387 | Time: 1732.47 ms [2021-12-15 15:17:32 main:574] : INFO : Epoch 1797 | loss: 0.0310757 | val_loss: 0.0312337 | Time: 1689.53 ms [2021-12-15 15:17:33 main:574] : INFO : Epoch 1798 | loss: 0.031077 | val_loss: 0.0312399 | Time: 1692.42 ms [2021-12-15 15:17:35 main:574] : INFO : Epoch 1799 | loss: 0.03108 | val_loss: 0.031241 | Time: 1695.86 ms [2021-12-15 15:17:37 main:574] : INFO : Epoch 1800 | loss: 0.0310727 | val_loss: 0.0312375 | Time: 1698.81 ms [2021-12-15 15:17:38 main:574] : INFO : Epoch 1801 | loss: 0.0310791 | val_loss: 0.0312396 | Time: 1698.68 ms [2021-12-15 15:17:40 main:574] : INFO : Epoch 1802 | loss: 0.0310723 | val_loss: 0.0312519 | Time: 1707.27 ms [2021-12-15 15:17:42 main:574] : INFO : Epoch 1803 | loss: 0.0310717 | val_loss: 0.0312471 | Time: 1718.83 ms [2021-12-15 15:17:44 main:574] : INFO : Epoch 1804 | loss: 0.0310797 | val_loss: 0.0312448 | Time: 1732.84 ms [2021-12-15 15:17:55 main:574] : INFO : Epoch 1805 | loss: 0.031079 | val_loss: 0.0312432 | Time: 11898.4 ms [2021-12-15 15:17:57 main:574] : INFO : Epoch 1806 | loss: 0.0310817 | val_loss: 0.0312259 | Time: 1701.65 ms [2021-12-15 15:17:59 main:574] : INFO : Epoch 1807 | loss: 0.0310823 | val_loss: 0.0312666 | Time: 1695.25 ms [2021-12-15 15:18:01 main:574] : INFO : Epoch 1808 | loss: 0.0310812 | val_loss: 0.0312375 | Time: 1697.41 ms [2021-12-15 15:18:02 main:574] : INFO : Epoch 1809 | loss: 0.0310779 | val_loss: 0.0312579 | Time: 1696.2 ms [2021-12-15 15:18:04 main:574] : INFO : Epoch 1810 | loss: 0.031079 | val_loss: 0.0312603 | Time: 1689.25 ms [2021-12-15 15:18:06 main:574] : INFO : Epoch 1811 | loss: 0.0310728 | val_loss: 0.0312456 | Time: 1687.98 ms [2021-12-15 15:18:07 main:574] : INFO : Epoch 1812 | loss: 0.0310818 | val_loss: 0.0312486 | Time: 1672.64 ms [2021-12-15 15:18:09 main:574] : INFO : Epoch 1813 | loss: 0.0310805 | val_loss: 0.0312333 | Time: 1698.96 ms [2021-12-15 15:18:11 main:574] : INFO : Epoch 1814 | loss: 0.0310764 | val_loss: 0.0312394 | Time: 1701.02 ms [2021-12-15 15:18:13 main:574] : INFO : Epoch 1815 | loss: 0.0310774 | val_loss: 0.0312715 | Time: 1701.16 ms [2021-12-15 15:18:14 main:574] : INFO : Epoch 1816 | loss: 0.0310798 | val_loss: 0.0312426 | Time: 1728.93 ms [2021-12-15 15:18:16 main:574] : INFO : Epoch 1817 | loss: 0.0310857 | val_loss: 0.0312184 | Time: 1704.54 ms [2021-12-15 15:18:18 main:574] : INFO : Epoch 1818 | loss: 0.0310865 | val_loss: 0.0312611 | Time: 1694.73 ms [2021-12-15 15:18:19 main:574] : INFO : Epoch 1819 | loss: 0.0310865 | val_loss: 0.031228 | Time: 1695.78 ms [2021-12-15 15:18:21 main:574] : INFO : Epoch 1820 | loss: 0.0310826 | val_loss: 0.0312439 | Time: 1740.34 ms [2021-12-15 15:18:23 main:574] : INFO : Epoch 1821 | loss: 0.0310835 | val_loss: 0.0312522 | Time: 1694.1 ms [2021-12-15 15:18:25 main:574] : INFO : Epoch 1822 | loss: 0.0310852 | val_loss: 0.0312298 | Time: 1692.74 ms [2021-12-15 15:18:26 main:574] : INFO : Epoch 1823 | loss: 0.0310798 | val_loss: 0.0312319 | Time: 1694.95 ms [2021-12-15 15:18:28 main:574] : INFO : Epoch 1824 | loss: 0.0310786 | val_loss: 0.0312462 | Time: 1692.2 ms [2021-12-15 15:18:30 main:574] : INFO : Epoch 1825 | loss: 0.0310878 | val_loss: 0.031243 | Time: 1693.83 ms [2021-12-15 15:18:31 main:574] : INFO : Epoch 1826 | loss: 0.0310889 | val_loss: 0.0312438 | Time: 1704.38 ms [2021-12-15 15:18:33 main:574] : INFO : Epoch 1827 | loss: 0.0310818 | val_loss: 0.0312421 | Time: 1693.9 ms [2021-12-15 15:18:35 main:574] : INFO : Epoch 1828 | loss: 0.0310844 | val_loss: 0.0312578 | Time: 1695.54 ms [2021-12-15 15:18:37 main:574] : INFO : Epoch 1829 | loss: 0.0310843 | val_loss: 0.0312603 | Time: 1711.65 ms [2021-12-15 15:18:38 main:574] : INFO : Epoch 1830 | loss: 0.0310739 | val_loss: 0.0312383 | Time: 1721.47 ms [2021-12-15 15:18:40 main:574] : INFO : Epoch 1831 | loss: 0.031075 | val_loss: 0.0312329 | Time: 1690.48 ms [2021-12-15 15:18:42 main:574] : INFO : Epoch 1832 | loss: 0.0310748 | val_loss: 0.0312459 | Time: 1687.05 ms [2021-12-15 15:18:43 main:574] : INFO : Epoch 1833 | loss: 0.0310854 | val_loss: 0.0312426 | Time: 1687.55 ms [2021-12-15 15:18:45 main:574] : INFO : Epoch 1834 | loss: 0.0310841 | val_loss: 0.0312382 | Time: 1717.77 ms [2021-12-15 15:18:47 main:574] : INFO : Epoch 1835 | loss: 0.0310834 | val_loss: 0.0312613 | Time: 1751.1 ms [2021-12-15 15:18:49 main:574] : INFO : Epoch 1836 | loss: 0.0310772 | val_loss: 0.0312366 | Time: 1730.03 ms [2021-12-15 15:18:50 main:574] : INFO : Epoch 1837 | loss: 0.0310763 | val_loss: 0.031235 | Time: 1733.4 ms [2021-12-15 15:18:52 main:574] : INFO : Epoch 1838 | loss: 0.0310796 | val_loss: 0.0312318 | Time: 1708.8 ms [2021-12-15 15:18:54 main:574] : INFO : Epoch 1839 | loss: 0.0310826 | val_loss: 0.0312542 | Time: 1712.75 ms [2021-12-15 15:18:56 main:574] : INFO : Epoch 1840 | loss: 0.0310751 | val_loss: 0.0312413 | Time: 1700.88 ms [2021-12-15 15:18:57 main:574] : INFO : Epoch 1841 | loss: 0.031073 | val_loss: 0.0312555 | Time: 1698.62 ms [2021-12-15 15:18:59 main:574] : INFO : Epoch 1842 | loss: 0.0310725 | val_loss: 0.031254 | Time: 1696.22 ms [2021-12-15 15:19:01 main:574] : INFO : Epoch 1843 | loss: 0.0310738 | val_loss: 0.0312513 | Time: 1698.52 ms [2021-12-15 15:19:02 main:574] : INFO : Epoch 1844 | loss: 0.0311207 | val_loss: 0.031232 | Time: 1688.82 ms [2021-12-15 15:19:04 main:574] : INFO : Epoch 1845 | loss: 0.0312272 | val_loss: 0.0312359 | Time: 1704.09 ms [2021-12-15 15:19:06 main:574] : INFO : Epoch 1846 | loss: 0.0312355 | val_loss: 0.0312503 | Time: 1695.77 ms [2021-12-15 15:19:07 main:574] : INFO : Epoch 1847 | loss: 0.0314316 | val_loss: 0.0315049 | Time: 1700.98 ms [2021-12-15 15:19:09 main:574] : INFO : Epoch 1848 | loss: 0.0320646 | val_loss: 0.0332454 | Time: 1718.62 ms [2021-12-15 15:19:11 main:574] : INFO : Epoch 1849 | loss: 0.0316149 | val_loss: 0.0313219 | Time: 1765.95 ms [2021-12-15 15:19:13 main:574] : INFO : Epoch 1850 | loss: 0.0312932 | val_loss: 0.0312611 | Time: 1732.99 ms [2021-12-15 15:19:14 main:574] : INFO : Epoch 1851 | loss: 0.031256 | val_loss: 0.0312528 | Time: 1716.42 ms [2021-12-15 15:19:16 main:574] : INFO : Epoch 1852 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1716.66 ms [2021-12-15 15:19:18 main:574] : INFO : Epoch 1853 | loss: 0.0312517 | val_loss: 0.03125 | Time: 1718.7 ms [2021-12-15 15:19:20 main:574] : INFO : Epoch 1854 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1723.83 ms [2021-12-15 15:19:21 main:574] : INFO : Epoch 1855 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1706.28 ms [2021-12-15 15:19:23 main:574] : INFO : Epoch 1856 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1736.28 ms [2021-12-15 15:19:25 main:574] : INFO : Epoch 1857 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1700.55 ms [2021-12-15 15:19:27 main:574] : INFO : Epoch 1858 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1707.37 ms [2021-12-15 15:19:28 main:574] : INFO : Epoch 1859 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1745.17 ms [2021-12-15 15:19:30 main:574] : INFO : Epoch 1860 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 1714.74 ms [2021-12-15 15:19:32 main:574] : INFO : Epoch 1861 | loss: 0.0312515 | val_loss: 0.03125 | Time: 1728.33 ms [2021-12-15 15:19:33 main:574] : INFO : Epoch 1862 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1709.11 ms [2021-12-15 15:19:35 main:574] : INFO : Epoch 1863 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1745.81 ms [2021-12-15 15:19:37 main:574] : INFO : Epoch 1864 | loss: 0.03125 | val_loss: 0.0312523 | Time: 1724.01 ms [2021-12-15 15:19:39 main:574] : INFO : Epoch 1865 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1702.43 ms [2021-12-15 15:19:40 main:574] : INFO : Epoch 1866 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1701.69 ms [2021-12-15 15:19:42 main:574] : INFO : Epoch 1867 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1681.29 ms [2021-12-15 15:19:44 main:574] : INFO : Epoch 1868 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 1709.17 ms [2021-12-15 15:19:46 main:574] : INFO : Epoch 1869 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1730.54 ms [2021-12-15 15:19:47 main:574] : INFO : Epoch 1870 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1728.89 ms [2021-12-15 15:19:49 main:574] : INFO : Epoch 1871 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1689.39 ms [2021-12-15 15:19:51 main:574] : INFO : Epoch 1872 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1686.66 ms [2021-12-15 15:19:52 main:574] : INFO : Epoch 1873 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1684.4 ms [2021-12-15 15:19:54 main:574] : INFO : Epoch 1874 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1687.93 ms [2021-12-15 15:19:56 main:574] : INFO : Epoch 1875 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1693.24 ms [2021-12-15 15:19:57 main:574] : INFO : Epoch 1876 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1696.39 ms [2021-12-15 15:19:59 main:574] : INFO : Epoch 1877 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1824.74 ms [2021-12-15 15:20:01 main:574] : INFO : Epoch 1878 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1689.47 ms [2021-12-15 15:20:03 main:574] : INFO : Epoch 1879 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1769.11 ms [2021-12-15 15:20:04 main:574] : INFO : Epoch 1880 | loss: 0.0312496 | val_loss: 0.0312518 | Time: 1716.72 ms [2021-12-15 15:20:06 main:574] : INFO : Epoch 1881 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1726.05 ms [2021-12-15 15:20:08 main:574] : INFO : Epoch 1882 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1713.78 ms [2021-12-15 15:20:10 main:574] : INFO : Epoch 1883 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1724.06 ms [2021-12-15 15:20:11 main:574] : INFO : Epoch 1884 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1727.98 ms [2021-12-15 15:20:13 main:574] : INFO : Epoch 1885 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1726.86 ms [2021-12-15 15:20:15 main:574] : INFO : Epoch 1886 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1709.78 ms [2021-12-15 15:20:17 main:574] : INFO : Epoch 1887 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1709.97 ms [2021-12-15 15:20:18 main:574] : INFO : Epoch 1888 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1698.15 ms [2021-12-15 15:20:20 main:574] : INFO : Epoch 1889 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1707.98 ms [2021-12-15 15:20:22 main:574] : INFO : Epoch 1890 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1761.69 ms [2021-12-15 15:20:24 main:574] : INFO : Epoch 1891 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1701.58 ms [2021-12-15 15:20:25 main:574] : INFO : Epoch 1892 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1758.63 ms [2021-12-15 15:20:27 main:574] : INFO : Epoch 1893 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1716 ms [2021-12-15 15:20:29 main:574] : INFO : Epoch 1894 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1692.15 ms [2021-12-15 15:20:30 main:574] : INFO : Epoch 1895 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1699.15 ms [2021-12-15 15:20:32 main:574] : INFO : Epoch 1896 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1715 ms [2021-12-15 15:20:34 main:574] : INFO : Epoch 1897 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1722.17 ms [2021-12-15 15:20:36 main:574] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1728.63 ms [2021-12-15 15:20:37 main:574] : INFO : Epoch 1899 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1713.06 ms [2021-12-15 15:20:39 main:574] : INFO : Epoch 1900 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1716.34 ms [2021-12-15 15:20:41 main:574] : INFO : Epoch 1901 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1686.03 ms [2021-12-15 15:20:42 main:574] : INFO : Epoch 1902 | loss: 0.0312491 | val_loss: 0.03125 | Time: 1693.4 ms [2021-12-15 15:20:44 main:574] : INFO : Epoch 1903 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1689.5 ms [2021-12-15 15:20:46 main:574] : INFO : Epoch 1904 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1722.17 ms [2021-12-15 15:20:48 main:574] : INFO : Epoch 1905 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1696.81 ms [2021-12-15 15:20:49 main:574] : INFO : Epoch 1906 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1699.32 ms [2021-12-15 15:20:51 main:574] : INFO : Epoch 1907 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1680.31 ms [2021-12-15 15:20:53 main:574] : INFO : Epoch 1908 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1730.25 ms [2021-12-15 15:20:54 main:574] : INFO : Epoch 1909 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1737.6 ms [2021-12-15 15:20:56 main:574] : INFO : Epoch 1910 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1749.46 ms [2021-12-15 15:20:58 main:574] : INFO : Epoch 1911 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1712.53 ms [2021-12-15 15:21:00 main:574] : INFO : Epoch 1912 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1745.73 ms [2021-12-15 15:21:01 main:574] : INFO : Epoch 1913 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1693.24 ms [2021-12-15 15:21:03 main:574] : INFO : Epoch 1914 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1696.03 ms [2021-12-15 15:21:05 main:574] : INFO : Epoch 1915 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 1676.88 ms [2021-12-15 15:21:07 main:574] : INFO : Epoch 1916 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1696.55 ms [2021-12-15 15:21:08 main:574] : INFO : Epoch 1917 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1727.71 ms [2021-12-15 15:21:10 main:574] : INFO : Epoch 1918 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1733.88 ms [2021-12-15 15:21:12 main:574] : INFO : Epoch 1919 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1722.34 ms [2021-12-15 15:21:13 main:574] : INFO : Epoch 1920 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1696.37 ms [2021-12-15 15:21:15 main:574] : INFO : Epoch 1921 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1706.82 ms [2021-12-15 15:21:17 main:574] : INFO : Epoch 1922 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1718.99 ms [2021-12-15 15:21:19 main:574] : INFO : Epoch 1923 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1704.14 ms [2021-12-15 15:21:20 main:574] : INFO : Epoch 1924 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1693.67 ms [2021-12-15 15:21:22 main:574] : INFO : Epoch 1925 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1722.93 ms [2021-12-15 15:21:24 main:574] : INFO : Epoch 1926 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1692.42 ms [2021-12-15 15:21:25 main:574] : INFO : Epoch 1927 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 1686.88 ms [2021-12-15 15:21:27 main:574] : INFO : Epoch 1928 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1702.37 ms [2021-12-15 15:21:29 main:574] : INFO : Epoch 1929 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1702.06 ms [2021-12-15 15:21:31 main:574] : INFO : Epoch 1930 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 1696.41 ms [2021-12-15 15:21:32 main:574] : INFO : Epoch 1931 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1691.07 ms [2021-12-15 15:21:34 main:574] : INFO : Epoch 1932 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1699.15 ms [2021-12-15 15:21:36 main:574] : INFO : Epoch 1933 | loss: 0.031251 | val_loss: 0.0312496 | Time: 1684.76 ms [2021-12-15 15:21:37 main:574] : INFO : Epoch 1934 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 1724.74 ms [2021-12-15 15:21:39 main:574] : INFO : Epoch 1935 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1681.44 ms [2021-12-15 15:21:41 main:574] : INFO : Epoch 1936 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1688.84 ms [2021-12-15 15:21:43 main:574] : INFO : Epoch 1937 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1696.55 ms [2021-12-15 15:21:44 main:574] : INFO : Epoch 1938 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1695.2 ms [2021-12-15 15:21:46 main:574] : INFO : Epoch 1939 | loss: 0.0312507 | val_loss: 0.0312526 | Time: 1688.83 ms [2021-12-15 15:21:48 main:574] : INFO : Epoch 1940 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1678.72 ms [2021-12-15 15:21:49 main:574] : INFO : Epoch 1941 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1712.79 ms [2021-12-15 15:21:51 main:574] : INFO : Epoch 1942 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1676.22 ms [2021-12-15 15:21:53 main:574] : INFO : Epoch 1943 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1689.79 ms [2021-12-15 15:21:54 main:574] : INFO : Epoch 1944 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1726.17 ms [2021-12-15 15:21:56 main:574] : INFO : Epoch 1945 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1692.73 ms [2021-12-15 15:21:58 main:574] : INFO : Epoch 1946 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1680.69 ms [2021-12-15 15:22:00 main:574] : INFO : Epoch 1947 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1681.15 ms [2021-12-15 15:22:01 main:574] : INFO : Epoch 1948 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1686.9 ms [2021-12-15 15:22:03 main:574] : INFO : Epoch 1949 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1689.5 ms [2021-12-15 15:22:05 main:574] : INFO : Epoch 1950 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1693.36 ms [2021-12-15 15:22:06 main:574] : INFO : Epoch 1951 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1701.09 ms [2021-12-15 15:22:08 main:574] : INFO : Epoch 1952 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1710.3 ms [2021-12-15 15:22:10 main:574] : INFO : Epoch 1953 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1682.29 ms [2021-12-15 15:22:11 main:574] : INFO : Epoch 1954 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1689.69 ms [2021-12-15 15:22:13 main:574] : INFO : Epoch 1955 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1688.22 ms [2021-12-15 15:22:15 main:574] : INFO : Epoch 1956 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1698.45 ms [2021-12-15 15:22:17 main:574] : INFO : Epoch 1957 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1692.59 ms [2021-12-15 15:22:18 main:574] : INFO : Epoch 1958 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1693.85 ms [2021-12-15 15:22:20 main:574] : INFO : Epoch 1959 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1686.47 ms [2021-12-15 15:22:22 main:574] : INFO : Epoch 1960 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 1683.25 ms [2021-12-15 15:22:23 main:574] : INFO : Epoch 1961 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1672.39 ms [2021-12-15 15:22:25 main:574] : INFO : Epoch 1962 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1696.39 ms [2021-12-15 15:22:27 main:574] : INFO : Epoch 1963 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1714 ms [2021-12-15 15:22:29 main:574] : INFO : Epoch 1964 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1767 ms [2021-12-15 15:22:30 main:574] : INFO : Epoch 1965 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1784.79 ms [2021-12-15 15:22:32 main:574] : INFO : Epoch 1966 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1736.8 ms [2021-12-15 15:22:34 main:574] : INFO : Epoch 1967 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1722.38 ms [2021-12-15 15:22:36 main:574] : INFO : Epoch 1968 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1703.59 ms [2021-12-15 15:22:37 main:574] : INFO : Epoch 1969 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1713.04 ms [2021-12-15 15:22:39 main:574] : INFO : Epoch 1970 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1708.87 ms [2021-12-15 15:22:41 main:574] : INFO : Epoch 1971 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1743.11 ms [2021-12-15 15:22:43 main:574] : INFO : Epoch 1972 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1773.72 ms [2021-12-15 15:22:44 main:574] : INFO : Epoch 1973 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1737.11 ms [2021-12-15 15:22:46 main:574] : INFO : Epoch 1974 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1719.73 ms [2021-12-15 15:22:48 main:574] : INFO : Epoch 1975 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1770.61 ms [2021-12-15 15:22:50 main:574] : INFO : Epoch 1976 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1724.88 ms [2021-12-15 15:22:51 main:574] : INFO : Epoch 1977 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1703.3 ms [2021-12-15 15:22:53 main:574] : INFO : Epoch 1978 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1697.44 ms [2021-12-15 15:22:55 main:574] : INFO : Epoch 1979 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1772.37 ms [2021-12-15 15:22:56 main:574] : INFO : Epoch 1980 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1706.91 ms [2021-12-15 15:22:58 main:574] : INFO : Epoch 1981 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1716.03 ms [2021-12-15 15:23:00 main:574] : INFO : Epoch 1982 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1713.39 ms [2021-12-15 15:23:02 main:574] : INFO : Epoch 1983 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1700.36 ms [2021-12-15 15:23:03 main:574] : INFO : Epoch 1984 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1707.97 ms [2021-12-15 15:23:05 main:574] : INFO : Epoch 1985 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1724.89 ms [2021-12-15 15:23:07 main:574] : INFO : Epoch 1986 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1691.77 ms [2021-12-15 15:23:19 main:574] : INFO : Epoch 1987 | loss: 0.03125 | val_loss: 0.0312498 | Time: 11959.6 ms [2021-12-15 15:23:20 main:574] : INFO : Epoch 1988 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1720.83 ms [2021-12-15 15:23:22 main:574] : INFO : Epoch 1989 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1728.98 ms [2021-12-15 15:23:24 main:574] : INFO : Epoch 1990 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1720.34 ms [2021-12-15 15:23:26 main:574] : INFO : Epoch 1991 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1709.64 ms [2021-12-15 15:23:27 main:574] : INFO : Epoch 1992 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 1708.55 ms [2021-12-15 15:23:29 main:574] : INFO : Epoch 1993 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1702.96 ms [2021-12-15 15:23:31 main:574] : INFO : Epoch 1994 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1693.74 ms [2021-12-15 15:23:33 main:574] : INFO : Epoch 1995 | loss: 0.0312505 | val_loss: 0.0312526 | Time: 1755.25 ms [2021-12-15 15:23:34 main:574] : INFO : Epoch 1996 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1695.31 ms [2021-12-15 15:23:36 main:574] : INFO : Epoch 1997 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1691.82 ms [2021-12-15 15:23:38 main:574] : INFO : Epoch 1998 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1693.6 ms [2021-12-15 15:23:39 main:574] : INFO : Epoch 1999 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1699.3 ms [2021-12-15 15:23:41 main:574] : INFO : Epoch 2000 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1690.97 ms [2021-12-15 15:23:43 main:574] : INFO : Epoch 2001 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1693.21 ms [2021-12-15 15:23:45 main:574] : INFO : Epoch 2002 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1683.62 ms [2021-12-15 15:23:46 main:574] : INFO : Epoch 2003 | loss: 0.0312492 | val_loss: 0.0312511 | Time: 1686.78 ms [2021-12-15 15:23:48 main:574] : INFO : Epoch 2004 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1690.64 ms [2021-12-15 15:23:50 main:574] : INFO : Epoch 2005 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1701.41 ms [2021-12-15 15:23:51 main:574] : INFO : Epoch 2006 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1694.85 ms [2021-12-15 15:23:53 main:574] : INFO : Epoch 2007 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1693.27 ms [2021-12-15 15:23:55 main:574] : INFO : Epoch 2008 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1737.22 ms [2021-12-15 15:23:56 main:574] : INFO : Epoch 2009 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1719.12 ms [2021-12-15 15:24:08 main:574] : INFO : Epoch 2010 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 11879.7 ms [2021-12-15 15:24:10 main:574] : INFO : Epoch 2011 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1699.18 ms [2021-12-15 15:24:12 main:574] : INFO : Epoch 2012 | loss: 0.03125 | val_loss: 0.03125 | Time: 1693.33 ms [2021-12-15 15:24:14 main:574] : INFO : Epoch 2013 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1709.3 ms [2021-12-15 15:24:15 main:574] : INFO : Epoch 2014 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1724.62 ms [2021-12-15 15:24:17 main:574] : INFO : Epoch 2015 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1707.96 ms [2021-12-15 15:24:19 main:574] : INFO : Epoch 2016 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1717.18 ms [2021-12-15 15:24:20 main:574] : INFO : Epoch 2017 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1773.17 ms [2021-12-15 15:24:22 main:574] : INFO : Epoch 2018 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1713.82 ms [2021-12-15 15:24:24 main:574] : INFO : Epoch 2019 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1720.97 ms [2021-12-15 15:24:26 main:574] : INFO : Epoch 2020 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1708.75 ms [2021-12-15 15:24:27 main:574] : INFO : Epoch 2021 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1712.46 ms [2021-12-15 15:24:29 main:574] : INFO : Epoch 2022 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1712.1 ms [2021-12-15 15:24:31 main:574] : INFO : Epoch 2023 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1706.19 ms [2021-12-15 15:24:33 main:574] : INFO : Epoch 2024 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1688.37 ms [2021-12-15 15:24:34 main:574] : INFO : Epoch 2025 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1685.23 ms [2021-12-15 15:24:36 main:574] : INFO : Epoch 2026 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1701.05 ms [2021-12-15 15:24:38 main:574] : INFO : Epoch 2027 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1730.8 ms [2021-12-15 15:24:39 main:574] : INFO : Epoch 2028 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 1726.2 ms [2021-12-15 15:24:41 main:574] : INFO : Epoch 2029 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1736.28 ms [2021-12-15 15:24:43 main:574] : INFO : Epoch 2030 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1717.32 ms [2021-12-15 15:24:45 main:574] : INFO : Epoch 2031 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 1702.97 ms [2021-12-15 15:24:46 main:574] : INFO : Epoch 2032 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1720.07 ms [2021-12-15 15:24:58 main:574] : INFO : Epoch 2033 | loss: 0.03125 | val_loss: 0.0312516 | Time: 11856.7 ms [2021-12-15 15:25:00 main:574] : INFO : Epoch 2034 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1863.22 ms [2021-12-15 15:25:02 main:574] : INFO : Epoch 2035 | loss: 0.03125 | val_loss: 0.0312492 | Time: 1712.09 ms [2021-12-15 15:25:04 main:574] : INFO : Epoch 2036 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1723.33 ms [2021-12-15 15:25:05 main:574] : INFO : Epoch 2037 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1731.59 ms [2021-12-15 15:25:07 main:574] : INFO : Epoch 2038 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1698.18 ms [2021-12-15 15:25:09 main:574] : INFO : Epoch 2039 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1697.76 ms [2021-12-15 15:25:10 main:574] : INFO : Epoch 2040 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1716.38 ms [2021-12-15 15:25:12 main:574] : INFO : Epoch 2041 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1715.35 ms [2021-12-15 15:25:14 main:574] : INFO : Epoch 2042 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1715.66 ms [2021-12-15 15:25:16 main:574] : INFO : Epoch 2043 | loss: 0.03125 | val_loss: 0.0312521 | Time: 1719.86 ms [2021-12-15 15:25:17 main:574] : INFO : Epoch 2044 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1742.56 ms [2021-12-15 15:25:19 main:574] : INFO : Epoch 2045 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1739.81 ms [2021-12-15 15:25:21 main:574] : INFO : Epoch 2046 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1703.14 ms [2021-12-15 15:25:23 main:574] : INFO : Epoch 2047 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 1706.9 ms [2021-12-15 15:25:24 main:574] : INFO : Epoch 2048 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 1707.4 ms [2021-12-15 15:25:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312492 [2021-12-15 15:25:24 main:603] : INFO : Saving end state to config to file [2021-12-15 15:25:24 main:608] : INFO : Success, exiting.. 15:25:24 (22908): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)