Task 9164492
| Name | ParityModified-1636178810-29083-3-0_0 |
| Workunit | 6602978 |
| Created | 24 Nov 2021, 20:36:33 UTC |
| Sent | 1 Dec 2021, 15:41:57 UTC |
| Report deadline | 9 Dec 2021, 15:41:57 UTC |
| Received | 1 Dec 2021, 19:35:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15748 |
| Run time | 2 hours 22 min 22 sec |
| CPU time | 2 hours 21 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,672.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.84 GB |
| Peak swap size | 4.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311434 | val_loss: 0.0311653 | Time: 1628.26 ms [2021-12-01 18:21:20 main:574] : INFO : Epoch 1543 | loss: 0.0311459 | val_loss: 0.031143 | Time: 1715.14 ms [2021-12-01 18:21:22 main:574] : INFO : Epoch 1544 | loss: 0.031135 | val_loss: 0.0311338 | Time: 1742.22 ms [2021-12-01 18:21:23 main:574] : INFO : Epoch 1545 | loss: 0.0311206 | val_loss: 0.0311173 | Time: 1713.85 ms [2021-12-01 18:21:25 main:574] : INFO : Epoch 1546 | loss: 0.03111 | val_loss: 0.031113 | Time: 1542.97 ms [2021-12-01 18:21:26 main:574] : INFO : Epoch 1547 | loss: 0.031097 | val_loss: 0.0311039 | Time: 1229.93 ms [2021-12-01 18:21:28 main:574] : INFO : Epoch 1548 | loss: 0.0310862 | val_loss: 0.0311018 | Time: 1656.68 ms [2021-12-01 18:21:29 main:574] : INFO : Epoch 1549 | loss: 0.0310846 | val_loss: 0.0311038 | Time: 1653.7 ms [2021-12-01 18:21:31 main:574] : INFO : Epoch 1550 | loss: 0.0310797 | val_loss: 0.0310967 | Time: 1744.61 ms [2021-12-01 18:21:33 main:574] : INFO : Epoch 1551 | loss: 0.0310697 | val_loss: 0.0310968 | Time: 1719.82 ms [2021-12-01 18:21:35 main:574] : INFO : Epoch 1552 | loss: 0.0310647 | val_loss: 0.0311043 | Time: 1634.79 ms [2021-12-01 18:21:36 main:574] : INFO : Epoch 1553 | loss: 0.0310654 | val_loss: 0.0311021 | Time: 1135.78 ms [2021-12-01 18:21:37 main:574] : INFO : Epoch 1554 | loss: 0.0310648 | val_loss: 0.0310921 | Time: 1605.97 ms [2021-12-01 18:21:39 main:574] : INFO : Epoch 1555 | loss: 0.0310681 | val_loss: 0.0310917 | Time: 1707.52 ms [2021-12-01 18:21:41 main:574] : INFO : Epoch 1556 | loss: 0.0310647 | val_loss: 0.0310901 | Time: 1734.71 ms [2021-12-01 18:21:42 main:574] : INFO : Epoch 1557 | loss: 0.0310592 | val_loss: 0.0310872 | Time: 1643.55 ms [2021-12-01 18:21:44 main:574] : INFO : Epoch 1558 | loss: 0.0310558 | val_loss: 0.0310929 | Time: 1730.84 ms [2021-12-01 18:21:45 main:574] : INFO : Epoch 1559 | loss: 0.0310551 | val_loss: 0.0310878 | Time: 1280.22 ms [2021-12-01 18:21:47 main:574] : INFO : Epoch 1560 | loss: 0.0310529 | val_loss: 0.0310936 | Time: 1562.81 ms [2021-12-01 18:21:49 main:574] : INFO : Epoch 1561 | loss: 0.0310504 | val_loss: 0.0310934 | Time: 1632.68 ms [2021-12-01 18:21:50 main:574] : INFO : Epoch 1562 | loss: 0.0310496 | val_loss: 0.0310881 | Time: 1727.87 ms [2021-12-01 18:21:52 main:574] : INFO : Epoch 1563 | loss: 0.0310485 | val_loss: 0.0310937 | Time: 1656.12 ms [2021-12-01 18:21:54 main:574] : INFO : Epoch 1564 | loss: 0.0310457 | val_loss: 0.0310915 | Time: 1680.01 ms [2021-12-01 18:21:55 main:574] : INFO : Epoch 1565 | loss: 0.0310439 | val_loss: 0.0310912 | Time: 1423.36 ms [2021-12-01 18:21:56 main:574] : INFO : Epoch 1566 | loss: 0.0310413 | val_loss: 0.031094 | Time: 1364 ms [2021-12-01 18:21:58 main:574] : INFO : Epoch 1567 | loss: 0.0310418 | val_loss: 0.031106 | Time: 1698.42 ms [2021-12-01 18:22:00 main:574] : INFO : Epoch 1568 | loss: 0.0310415 | val_loss: 0.0310949 | Time: 1699.23 ms [2021-12-01 18:22:02 main:574] : INFO : Epoch 1569 | loss: 0.0310405 | val_loss: 0.0311101 | Time: 1698.16 ms [2021-12-01 18:22:03 main:574] : INFO : Epoch 1570 | loss: 0.0310474 | val_loss: 0.031094 | Time: 1676.56 ms [2021-12-01 18:22:05 main:574] : INFO : Epoch 1571 | loss: 0.0310453 | val_loss: 0.031082 | Time: 1576.77 ms [2021-12-01 18:22:06 main:574] : INFO : Epoch 1572 | loss: 0.0310392 | val_loss: 0.0311006 | Time: 1154.8 ms [2021-12-01 18:22:08 main:574] : INFO : Epoch 1573 | loss: 0.0310374 | val_loss: 0.0310993 | Time: 1692.24 ms [2021-12-01 18:22:09 main:574] : INFO : Epoch 1574 | loss: 0.0310348 | val_loss: 0.0310845 | Time: 1671.49 ms [2021-12-01 18:22:11 main:574] : INFO : Epoch 1575 | loss: 0.0310328 | val_loss: 0.0310924 | Time: 1783.7 ms [2021-12-01 18:22:13 main:574] : INFO : Epoch 1576 | loss: 0.0310401 | val_loss: 0.0311026 | Time: 1642.92 ms [2021-12-01 18:22:14 main:574] : INFO : Epoch 1577 | loss: 0.0310413 | val_loss: 0.0310784 | Time: 1678.41 ms [2021-12-01 18:22:16 main:574] : INFO : Epoch 1578 | loss: 0.0310365 | val_loss: 0.0310829 | Time: 1171.44 ms [2021-12-01 18:22:17 main:574] : INFO : Epoch 1579 | loss: 0.0310367 | val_loss: 0.0310845 | Time: 1635.19 ms [2021-12-01 18:22:19 main:574] : INFO : Epoch 1580 | loss: 0.031033 | val_loss: 0.0310871 | Time: 1681.69 ms [2021-12-01 18:22:21 main:574] : INFO : Epoch 1581 | loss: 0.0310312 | val_loss: 0.0310934 | Time: 1747.48 ms [2021-12-01 18:22:22 main:574] : INFO : Epoch 1582 | loss: 0.0310266 | val_loss: 0.0310893 | Time: 1724.7 ms [2021-12-01 18:22:24 main:574] : INFO : Epoch 1583 | loss: 0.0310261 | val_loss: 0.0310881 | Time: 1672.31 ms [2021-12-01 18:22:25 main:574] : INFO : Epoch 1584 | loss: 0.0310263 | val_loss: 0.0310786 | Time: 1304.66 ms [2021-12-01 18:22:27 main:574] : INFO : Epoch 1585 | loss: 0.0310264 | val_loss: 0.0310889 | Time: 1482.49 ms [2021-12-01 18:22:29 main:574] : INFO : Epoch 1586 | loss: 0.031022 | val_loss: 0.0310935 | Time: 1625.73 ms [2021-12-01 18:22:30 main:574] : INFO : Epoch 1587 | loss: 0.0310219 | val_loss: 0.0310768 | Time: 1744.71 ms [2021-12-01 18:22:32 main:574] : INFO : Epoch 1588 | loss: 0.0310224 | val_loss: 0.0311001 | Time: 1673.84 ms [2021-12-01 18:22:34 main:574] : INFO : Epoch 1589 | loss: 0.0310215 | val_loss: 0.0310879 | Time: 1610.62 ms [2021-12-01 18:22:35 main:574] : INFO : Epoch 1590 | loss: 0.0310225 | val_loss: 0.0310765 | Time: 1514.45 ms [2021-12-01 18:22:36 main:574] : INFO : Epoch 1591 | loss: 0.0310247 | val_loss: 0.0311027 | Time: 1367.62 ms [2021-12-01 18:22:38 main:574] : INFO : Epoch 1592 | loss: 0.0310218 | val_loss: 0.0310915 | Time: 1758.22 ms [2021-12-01 18:22:40 main:574] : INFO : Epoch 1593 | loss: 0.031019 | val_loss: 0.0310898 | Time: 1652.82 ms [2021-12-01 18:22:42 main:574] : INFO : Epoch 1594 | loss: 0.0310152 | val_loss: 0.0310846 | Time: 1693.75 ms [2021-12-01 18:22:43 main:574] : INFO : Epoch 1595 | loss: 0.031016 | val_loss: 0.0310913 | Time: 1635.97 ms [2021-12-01 18:22:45 main:574] : INFO : Epoch 1596 | loss: 0.0310176 | val_loss: 0.0310918 | Time: 1645.79 ms [2021-12-01 18:22:46 main:574] : INFO : Epoch 1597 | loss: 0.0310139 | val_loss: 0.0311002 | Time: 1176.85 ms [2021-12-01 18:22:48 main:574] : INFO : Epoch 1598 | loss: 0.0310145 | val_loss: 0.0310789 | Time: 1691.56 ms [2021-12-01 18:22:49 main:574] : INFO : Epoch 1599 | loss: 0.0310153 | val_loss: 0.0310958 | Time: 1672.5 ms [2021-12-01 18:22:51 main:574] : INFO : Epoch 1600 | loss: 0.0310171 | val_loss: 0.0310989 | Time: 1736.54 ms [2021-12-01 18:22:53 main:574] : INFO : Epoch 1601 | loss: 0.0310152 | val_loss: 0.0310868 | Time: 1679.09 ms [2021-12-01 18:22:55 main:574] : INFO : Epoch 1602 | loss: 0.0310218 | val_loss: 0.0310968 | Time: 1659.93 ms [2021-12-01 18:22:56 main:574] : INFO : Epoch 1603 | loss: 0.0310172 | val_loss: 0.0310971 | Time: 1177.45 ms [2021-12-01 18:22:57 main:574] : INFO : Epoch 1604 | loss: 0.0310156 | val_loss: 0.0310928 | Time: 1559.24 ms [2021-12-01 18:22:59 main:574] : INFO : Epoch 1605 | loss: 0.031013 | val_loss: 0.0310774 | Time: 1670.85 ms [2021-12-01 18:23:01 main:574] : INFO : Epoch 1606 | loss: 0.0310114 | val_loss: 0.0310894 | Time: 1678.49 ms [2021-12-01 18:23:02 main:574] : INFO : Epoch 1607 | loss: 0.0310095 | val_loss: 0.0310838 | Time: 1669.52 ms [2021-12-01 18:23:04 main:574] : INFO : Epoch 1608 | loss: 0.0310107 | val_loss: 0.0310884 | Time: 1636.88 ms [2021-12-01 18:23:05 main:574] : INFO : Epoch 1609 | loss: 0.0310115 | val_loss: 0.0310924 | Time: 1435.15 ms [2021-12-01 18:23:07 main:574] : INFO : Epoch 1610 | loss: 0.0310108 | val_loss: 0.0310974 | Time: 1380.17 ms [2021-12-01 18:23:08 main:574] : INFO : Epoch 1611 | loss: 0.03101 | val_loss: 0.0310872 | Time: 1670.32 ms [2021-12-01 18:23:10 main:574] : INFO : Epoch 1612 | loss: 0.031014 | val_loss: 0.0310971 | Time: 1785.63 ms [2021-12-01 18:23:12 main:574] : INFO : Epoch 1613 | loss: 0.0310143 | val_loss: 0.0311062 | Time: 1695.22 ms [2021-12-01 18:23:14 main:574] : INFO : Epoch 1614 | loss: 0.0310122 | val_loss: 0.0310847 | Time: 1662.27 ms [2021-12-01 18:23:15 main:574] : INFO : Epoch 1615 | loss: 0.0310183 | val_loss: 0.0310807 | Time: 1539.53 ms [2021-12-01 18:23:16 main:574] : INFO : Epoch 1616 | loss: 0.0310186 | val_loss: 0.0310809 | Time: 1251.89 ms [2021-12-01 18:23:18 main:574] : INFO : Epoch 1617 | loss: 0.0310194 | val_loss: 0.0310844 | Time: 1731.17 ms [2021-12-01 18:23:20 main:574] : INFO : Epoch 1618 | loss: 0.0310211 | val_loss: 0.0311001 | Time: 1698.62 ms [2021-12-01 18:23:22 main:574] : INFO : Epoch 1619 | loss: 0.0310161 | val_loss: 0.0310853 | Time: 1713.39 ms [2021-12-01 18:23:23 main:574] : INFO : Epoch 1620 | loss: 0.0310126 | val_loss: 0.031078 | Time: 1624.91 ms [2021-12-01 18:23:25 main:574] : INFO : Epoch 1621 | loss: 0.0310091 | val_loss: 0.031084 | Time: 1677.93 ms [2021-12-01 18:23:26 main:574] : INFO : Epoch 1622 | loss: 0.0310076 | val_loss: 0.0311071 | Time: 1112.84 ms [2021-12-01 18:23:28 main:574] : INFO : Epoch 1623 | loss: 0.0310173 | val_loss: 0.0310773 | Time: 1687.15 ms [2021-12-01 18:23:29 main:574] : INFO : Epoch 1624 | loss: 0.0310202 | val_loss: 0.031101 | Time: 1624.33 ms [2021-12-01 18:23:31 main:574] : INFO : Epoch 1625 | loss: 0.031047 | val_loss: 0.0310967 | Time: 1743.03 ms [2021-12-01 18:23:33 main:574] : INFO : Epoch 1626 | loss: 0.0310435 | val_loss: 0.0310802 | Time: 1702.93 ms [2021-12-01 18:23:34 main:574] : INFO : Epoch 1627 | loss: 0.0310329 | val_loss: 0.031085 | Time: 1634.02 ms [2021-12-01 18:23:36 main:574] : INFO : Epoch 1628 | loss: 0.0310308 | val_loss: 0.0310763 | Time: 1284.79 ms [2021-12-01 18:23:37 main:574] : INFO : Epoch 1629 | loss: 0.0310206 | val_loss: 0.0310726 | Time: 1492.82 ms [2021-12-01 18:23:39 main:574] : INFO : Epoch 1630 | loss: 0.0310214 | val_loss: 0.0310835 | Time: 1677.62 ms [2021-12-01 18:23:41 main:574] : INFO : Epoch 1631 | loss: 0.0310175 | val_loss: 0.031087 | Time: 1744.58 ms [2021-12-01 18:23:42 main:574] : INFO : Epoch 1632 | loss: 0.0310155 | val_loss: 0.0310749 | Time: 1667.6 ms [2021-12-01 18:23:44 main:574] : INFO : Epoch 1633 | loss: 0.0310148 | val_loss: 0.0310765 | Time: 1672.74 ms [2021-12-01 18:23:45 main:574] : INFO : Epoch 1634 | loss: 0.0310124 | val_loss: 0.0310816 | Time: 1454.2 ms [2021-12-01 18:23:47 main:574] : INFO : Epoch 1635 | loss: 0.0310094 | val_loss: 0.0310853 | Time: 1350.21 ms [2021-12-01 18:23:48 main:574] : INFO : Epoch 1636 | loss: 0.0310085 | val_loss: 0.0310809 | Time: 1654.06 ms [2021-12-01 18:23:50 main:574] : INFO : Epoch 1637 | loss: 0.0310059 | val_loss: 0.0310728 | Time: 1654.42 ms [2021-12-01 18:23:52 main:574] : INFO : Epoch 1638 | loss: 0.0310058 | val_loss: 0.0310754 | Time: 1717.11 ms [2021-12-01 18:23:53 main:574] : INFO : Epoch 1639 | loss: 0.0310084 | val_loss: 0.0310824 | Time: 1675.58 ms [2021-12-01 18:23:55 main:574] : INFO : Epoch 1640 | loss: 0.0310084 | val_loss: 0.0310787 | Time: 1618.22 ms [2021-12-01 18:23:56 main:574] : INFO : Epoch 1641 | loss: 0.0310081 | val_loss: 0.031089 | Time: 1146.6 ms [2021-12-01 18:23:58 main:574] : INFO : Epoch 1642 | loss: 0.0310044 | val_loss: 0.0310857 | Time: 1666.94 ms [2021-12-01 18:24:00 main:574] : INFO : Epoch 1643 | loss: 0.0309997 | val_loss: 0.0310799 | Time: 1688.31 ms [2021-12-01 18:24:01 main:574] : INFO : Epoch 1644 | loss: 0.0309998 | val_loss: 0.0310836 | Time: 1742.37 ms [2021-12-01 18:24:03 main:574] : INFO : Epoch 1645 | loss: 0.0310021 | val_loss: 0.0310876 | Time: 1616.69 ms [2021-12-01 18:24:05 main:574] : INFO : Epoch 1646 | loss: 0.0310071 | val_loss: 0.0310797 | Time: 1692.87 ms [2021-12-01 18:24:06 main:574] : INFO : Epoch 1647 | loss: 0.0310059 | val_loss: 0.0310719 | Time: 1213.53 ms [2021-12-01 18:24:07 main:574] : INFO : Epoch 1648 | loss: 0.0310089 | val_loss: 0.0310704 | Time: 1553.91 ms [2021-12-01 18:24:09 main:574] : INFO : Epoch 1649 | loss: 0.0310097 | val_loss: 0.0310744 | Time: 1675.92 ms [2021-12-01 18:24:11 main:574] : INFO : Epoch 1650 | loss: 0.0310046 | val_loss: 0.0310755 | Time: 1702.06 ms [2021-12-01 18:24:12 main:574] : INFO : Epoch 1651 | loss: 0.0310046 | val_loss: 0.0310899 | Time: 1633.06 ms [2021-12-01 18:24:14 main:574] : INFO : Epoch 1652 | loss: 0.0310054 | val_loss: 0.0310789 | Time: 1696.36 ms [2021-12-01 18:24:16 main:574] : INFO : Epoch 1653 | loss: 0.0310057 | val_loss: 0.0310825 | Time: 1387.39 ms [2021-12-01 18:24:17 main:574] : INFO : Epoch 1654 | loss: 0.0310047 | val_loss: 0.0310711 | Time: 1372.79 ms [2021-12-01 18:24:19 main:574] : INFO : Epoch 1655 | loss: 0.0310031 | val_loss: 0.0310797 | Time: 1673.01 ms [2021-12-01 18:24:20 main:574] : INFO : Epoch 1656 | loss: 0.0310019 | val_loss: 0.0310772 | Time: 1720.55 ms [2021-12-01 18:24:22 main:574] : INFO : Epoch 1657 | loss: 0.0310043 | val_loss: 0.0310888 | Time: 1702.52 ms [2021-12-01 18:24:24 main:574] : INFO : Epoch 1658 | loss: 0.031004 | val_loss: 0.0310885 | Time: 1708.01 ms [2021-12-01 18:24:25 main:574] : INFO : Epoch 1659 | loss: 0.0310008 | val_loss: 0.0310756 | Time: 1568.01 ms [2021-12-01 18:24:27 main:574] : INFO : Epoch 1660 | loss: 0.0309984 | val_loss: 0.031082 | Time: 1233.93 ms [2021-12-01 18:24:28 main:574] : INFO : Epoch 1661 | loss: 0.0309971 | val_loss: 0.0310804 | Time: 1615.06 ms [2021-12-01 18:24:30 main:574] : INFO : Epoch 1662 | loss: 0.0309984 | val_loss: 0.031083 | Time: 1753.95 ms [2021-12-01 18:24:32 main:574] : INFO : Epoch 1663 | loss: 0.0310063 | val_loss: 0.0310789 | Time: 1736.69 ms [2021-12-01 18:24:33 main:574] : INFO : Epoch 1664 | loss: 0.0310097 | val_loss: 0.031078 | Time: 1700.34 ms [2021-12-01 18:24:35 main:574] : INFO : Epoch 1665 | loss: 0.0310072 | val_loss: 0.0310778 | Time: 1694.01 ms [2021-12-01 18:24:36 main:574] : INFO : Epoch 1666 | loss: 0.0310269 | val_loss: 0.0311122 | Time: 1116.2 ms [2021-12-01 18:24:38 main:574] : INFO : Epoch 1667 | loss: 0.0310548 | val_loss: 0.0310866 | Time: 1666.74 ms [2021-12-01 18:24:40 main:574] : INFO : Epoch 1668 | loss: 0.0310364 | val_loss: 0.0311033 | Time: 1700.78 ms [2021-12-01 18:24:41 main:574] : INFO : Epoch 1669 | loss: 0.031023 | val_loss: 0.0310913 | Time: 1709.61 ms [2021-12-01 18:24:43 main:574] : INFO : Epoch 1670 | loss: 0.0310182 | val_loss: 0.0310858 | Time: 1627.45 ms [2021-12-01 18:24:45 main:574] : INFO : Epoch 1671 | loss: 0.0310181 | val_loss: 0.0310791 | Time: 1659.49 ms [2021-12-01 18:24:46 main:574] : INFO : Epoch 1672 | loss: 0.0310129 | val_loss: 0.031088 | Time: 1286.03 ms [2021-12-01 18:24:47 main:574] : INFO : Epoch 1673 | loss: 0.0310072 | val_loss: 0.0310994 | Time: 1533.85 ms [2021-12-01 18:24:49 main:574] : INFO : Epoch 1674 | loss: 0.0310046 | val_loss: 0.0310792 | Time: 1683.85 ms [2021-12-01 18:24:51 main:574] : INFO : Epoch 1675 | loss: 0.0310034 | val_loss: 0.0310808 | Time: 1756.64 ms [2021-12-01 18:24:52 main:574] : INFO : Epoch 1676 | loss: 0.0310063 | val_loss: 0.0310751 | Time: 1641.61 ms [2021-12-01 18:24:54 main:574] : INFO : Epoch 1677 | loss: 0.0310046 | val_loss: 0.0310845 | Time: 1707.38 ms [2021-12-01 18:24:56 main:574] : INFO : Epoch 1678 | loss: 0.0310045 | val_loss: 0.0310819 | Time: 1450.35 ms [2021-12-01 18:24:57 main:574] : INFO : Epoch 1679 | loss: 0.0310045 | val_loss: 0.0310856 | Time: 1427.67 ms [2021-12-01 18:24:59 main:574] : INFO : Epoch 1680 | loss: 0.0310043 | val_loss: 0.0310832 | Time: 1672.79 ms [2021-12-01 18:25:00 main:574] : INFO : Epoch 1681 | loss: 0.0310013 | val_loss: 0.0310882 | Time: 1729.83 ms [2021-12-01 18:25:02 main:574] : INFO : Epoch 1682 | loss: 0.0309985 | val_loss: 0.0310784 | Time: 1657.04 ms [2021-12-01 18:25:04 main:574] : INFO : Epoch 1683 | loss: 0.0309957 | val_loss: 0.0310871 | Time: 1737.31 ms [2021-12-01 18:25:05 main:574] : INFO : Epoch 1684 | loss: 0.0309983 | val_loss: 0.0310888 | Time: 1540.42 ms [2021-12-01 18:25:07 main:574] : INFO : Epoch 1685 | loss: 0.030997 | val_loss: 0.0310818 | Time: 1255.22 ms [2021-12-01 18:25:08 main:574] : INFO : Epoch 1686 | loss: 0.0309949 | val_loss: 0.0310896 | Time: 1722.79 ms [2021-12-01 18:25:10 main:574] : INFO : Epoch 1687 | loss: 0.0309982 | val_loss: 0.0310816 | Time: 1724.27 ms [2021-12-01 18:25:12 main:574] : INFO : Epoch 1688 | loss: 0.0310119 | val_loss: 0.0310859 | Time: 1658.16 ms [2021-12-01 18:25:13 main:574] : INFO : Epoch 1689 | loss: 0.0310233 | val_loss: 0.0310804 | Time: 1654.96 ms [2021-12-01 18:25:15 main:574] : INFO : Epoch 1690 | loss: 0.0310156 | val_loss: 0.031078 | Time: 1746.77 ms [2021-12-01 18:25:16 main:574] : INFO : Epoch 1691 | loss: 0.0310121 | val_loss: 0.0310758 | Time: 1129.68 ms [2021-12-01 18:25:18 main:574] : INFO : Epoch 1692 | loss: 0.0310133 | val_loss: 0.0310775 | Time: 1642.47 ms [2021-12-01 18:25:20 main:574] : INFO : Epoch 1693 | loss: 0.0310118 | val_loss: 0.0310767 | Time: 1652.33 ms [2021-12-01 18:25:21 main:574] : INFO : Epoch 1694 | loss: 0.0310183 | val_loss: 0.0310772 | Time: 1722.52 ms [2021-12-01 18:25:23 main:574] : INFO : Epoch 1695 | loss: 0.0310094 | val_loss: 0.0310749 | Time: 1612.06 ms [2021-12-01 18:25:25 main:574] : INFO : Epoch 1696 | loss: 0.0310174 | val_loss: 0.0310707 | Time: 1678.18 ms [2021-12-01 18:25:26 main:574] : INFO : Epoch 1697 | loss: 0.0310205 | val_loss: 0.0310828 | Time: 1294.43 ms [2021-12-01 18:25:28 main:574] : INFO : Epoch 1698 | loss: 0.0310181 | val_loss: 0.0310726 | Time: 1522.2 ms [2021-12-01 18:25:29 main:574] : INFO : Epoch 1699 | loss: 0.0310227 | val_loss: 0.0310776 | Time: 1658.03 ms [2021-12-01 18:25:31 main:574] : INFO : Epoch 1700 | loss: 0.0310155 | val_loss: 0.0310772 | Time: 1692.71 ms [2021-12-01 18:25:33 main:574] : INFO : Epoch 1701 | loss: 0.0310098 | val_loss: 0.0310756 | Time: 1695.34 ms [2021-12-01 18:25:34 main:574] : INFO : Epoch 1702 | loss: 0.0310133 | val_loss: 0.0310889 | Time: 1625.91 ms [2021-12-01 18:25:36 main:574] : INFO : Epoch 1703 | loss: 0.0310376 | val_loss: 0.0310911 | Time: 1462.8 ms [2021-12-01 18:25:37 main:574] : INFO : Epoch 1704 | loss: 0.0310343 | val_loss: 0.0310797 | Time: 1355.5 ms [2021-12-01 18:25:39 main:574] : INFO : Epoch 1705 | loss: 0.0310259 | val_loss: 0.0310953 | Time: 1698.87 ms [2021-12-01 18:25:40 main:574] : INFO : Epoch 1706 | loss: 0.031017 | val_loss: 0.0310881 | Time: 1705.96 ms [2021-12-01 18:25:42 main:574] : INFO : Epoch 1707 | loss: 0.0310155 | val_loss: 0.0310972 | Time: 1715.96 ms [2021-12-01 18:25:44 main:574] : INFO : Epoch 1708 | loss: 0.031011 | val_loss: 0.0310891 | Time: 1699.36 ms [2021-12-01 18:25:45 main:574] : INFO : Epoch 1709 | loss: 0.0310084 | val_loss: 0.0310881 | Time: 1605.36 ms [2021-12-01 18:25:47 main:574] : INFO : Epoch 1710 | loss: 0.0310038 | val_loss: 0.0310828 | Time: 1197.58 ms [2021-12-01 18:25:48 main:574] : INFO : Epoch 1711 | loss: 0.0310021 | val_loss: 0.0310824 | Time: 1664.99 ms [2021-12-01 18:25:50 main:574] : INFO : Epoch 1712 | loss: 0.0309994 | val_loss: 0.0310849 | Time: 1683.53 ms [2021-12-01 18:25:52 main:574] : INFO : Epoch 1713 | loss: 0.0309985 | val_loss: 0.0310825 | Time: 1783.94 ms [2021-12-01 18:25:53 main:574] : INFO : Epoch 1714 | loss: 0.030998 | val_loss: 0.0310971 | Time: 1667.28 ms [2021-12-01 18:25:55 main:574] : INFO : Epoch 1715 | loss: 0.0309956 | val_loss: 0.031102 | Time: 1710.63 ms [2021-12-01 18:25:56 main:574] : INFO : Epoch 1716 | loss: 0.0310051 | val_loss: 0.0310902 | Time: 1136.86 ms [2021-12-01 18:25:58 main:574] : INFO : Epoch 1717 | loss: 0.0310029 | val_loss: 0.0310783 | Time: 1703.48 ms [2021-12-01 18:26:00 main:574] : INFO : Epoch 1718 | loss: 0.0309989 | val_loss: 0.0310899 | Time: 1673.69 ms [2021-12-01 18:26:01 main:574] : INFO : Epoch 1719 | loss: 0.0309967 | val_loss: 0.0310872 | Time: 1764.04 ms [2021-12-01 18:26:03 main:574] : INFO : Epoch 1720 | loss: 0.0309963 | val_loss: 0.0310941 | Time: 1689.68 ms [2021-12-01 18:26:05 main:574] : INFO : Epoch 1721 | loss: 0.0309931 | val_loss: 0.031094 | Time: 1669.69 ms [2021-12-01 18:26:06 main:574] : INFO : Epoch 1722 | loss: 0.0309926 | val_loss: 0.0310852 | Time: 1279.95 ms [2021-12-01 18:26:08 main:574] : INFO : Epoch 1723 | loss: 0.0309962 | val_loss: 0.0310863 | Time: 1618.64 ms [2021-12-01 18:26:09 main:574] : INFO : Epoch 1724 | loss: 0.0309963 | val_loss: 0.0310799 | Time: 1659.57 ms [2021-12-01 18:26:11 main:574] : INFO : Epoch 1725 | loss: 0.0309953 | val_loss: 0.0310852 | Time: 1759.06 ms [2021-12-01 18:26:13 main:574] : INFO : Epoch 1726 | loss: 0.0309918 | val_loss: 0.0310885 | Time: 1652.83 ms [2021-12-01 18:26:15 main:574] : INFO : Epoch 1727 | loss: 0.0309906 | val_loss: 0.0310873 | Time: 1674.03 ms [2021-12-01 18:26:16 main:574] : INFO : Epoch 1728 | loss: 0.0309965 | val_loss: 0.0310836 | Time: 1395.97 ms [2021-12-01 18:26:17 main:574] : INFO : Epoch 1729 | loss: 0.030994 | val_loss: 0.0310934 | Time: 1440.62 ms [2021-12-01 18:26:19 main:574] : INFO : Epoch 1730 | loss: 0.0309909 | val_loss: 0.0310938 | Time: 1671.99 ms [2021-12-01 18:26:21 main:574] : INFO : Epoch 1731 | loss: 0.0309884 | val_loss: 0.0310987 | Time: 1779.6 ms [2021-12-01 18:26:22 main:574] : INFO : Epoch 1732 | loss: 0.0309861 | val_loss: 0.0310917 | Time: 1625.71 ms [2021-12-01 18:26:24 main:574] : INFO : Epoch 1733 | loss: 0.0309877 | val_loss: 0.0311026 | Time: 1719.32 ms [2021-12-01 18:26:26 main:574] : INFO : Epoch 1734 | loss: 0.0309868 | val_loss: 0.0310953 | Time: 1549.64 ms [2021-12-01 18:26:27 main:574] : INFO : Epoch 1735 | loss: 0.0309924 | val_loss: 0.0310822 | Time: 1326.39 ms [2021-12-01 18:26:29 main:574] : INFO : Epoch 1736 | loss: 0.0310008 | val_loss: 0.031086 | Time: 1615.53 ms [2021-12-01 18:26:30 main:574] : INFO : Epoch 1737 | loss: 0.0310078 | val_loss: 0.0310974 | Time: 1705.56 ms [2021-12-01 18:26:32 main:574] : INFO : Epoch 1738 | loss: 0.0310052 | val_loss: 0.0310849 | Time: 1694.48 ms [2021-12-01 18:26:34 main:574] : INFO : Epoch 1739 | loss: 0.0310012 | val_loss: 0.031089 | Time: 1613.34 ms [2021-12-01 18:26:35 main:574] : INFO : Epoch 1740 | loss: 0.0310013 | val_loss: 0.0310875 | Time: 1724.6 ms [2021-12-01 18:26:37 main:574] : INFO : Epoch 1741 | loss: 0.0309971 | val_loss: 0.0310943 | Time: 1147.08 ms [2021-12-01 18:26:38 main:574] : INFO : Epoch 1742 | loss: 0.030995 | val_loss: 0.0311047 | Time: 1672.32 ms [2021-12-01 18:26:40 main:574] : INFO : Epoch 1743 | loss: 0.0309961 | val_loss: 0.0311071 | Time: 1623.64 ms [2021-12-01 18:26:42 main:574] : INFO : Epoch 1744 | loss: 0.0309966 | val_loss: 0.0310833 | Time: 1760.02 ms [2021-12-01 18:26:43 main:574] : INFO : Epoch 1745 | loss: 0.0309925 | val_loss: 0.0310867 | Time: 1631.73 ms [2021-12-01 18:26:45 main:574] : INFO : Epoch 1746 | loss: 0.0309914 | val_loss: 0.0310862 | Time: 1713.81 ms [2021-12-01 18:26:46 main:574] : INFO : Epoch 1747 | loss: 0.0309956 | val_loss: 0.0310825 | Time: 1248.6 ms [2021-12-01 18:26:48 main:574] : INFO : Epoch 1748 | loss: 0.0309971 | val_loss: 0.0311049 | Time: 1582.56 ms [2021-12-01 18:26:50 main:574] : INFO : Epoch 1749 | loss: 0.0309915 | val_loss: 0.0310939 | Time: 1655.22 ms [2021-12-01 18:26:51 main:574] : INFO : Epoch 1750 | loss: 0.0309891 | val_loss: 0.0310847 | Time: 1726.6 ms [2021-12-01 18:26:53 main:574] : INFO : Epoch 1751 | loss: 0.0309909 | val_loss: 0.0310848 | Time: 1639 ms [2021-12-01 18:26:55 main:574] : INFO : Epoch 1752 | loss: 0.0309888 | val_loss: 0.0310831 | Time: 1711.09 ms [2021-12-01 18:26:56 main:574] : INFO : Epoch 1753 | loss: 0.0309897 | val_loss: 0.0310909 | Time: 1412.13 ms [2021-12-01 18:26:57 main:574] : INFO : Epoch 1754 | loss: 0.0309861 | val_loss: 0.0311022 | Time: 1414.59 ms [2021-12-01 18:26:59 main:574] : INFO : Epoch 1755 | loss: 0.0309829 | val_loss: 0.0310903 | Time: 1677.82 ms [2021-12-01 18:27:01 main:574] : INFO : Epoch 1756 | loss: 0.0309845 | val_loss: 0.0311007 | Time: 1732.51 ms [2021-12-01 18:27:03 main:574] : INFO : Epoch 1757 | loss: 0.030988 | val_loss: 0.0311093 | Time: 1705.2 ms [2021-12-01 18:27:04 main:574] : INFO : Epoch 1758 | loss: 0.0309858 | val_loss: 0.0311041 | Time: 1671.17 ms [2021-12-01 18:27:06 main:574] : INFO : Epoch 1759 | loss: 0.030991 | val_loss: 0.0310991 | Time: 1553.1 ms [2021-12-01 18:27:07 main:574] : INFO : Epoch 1760 | loss: 0.0309903 | val_loss: 0.0311089 | Time: 1271.46 ms [2021-12-01 18:27:09 main:574] : INFO : Epoch 1761 | loss: 0.0309854 | val_loss: 0.0310997 | Time: 1674.61 ms [2021-12-01 18:27:10 main:574] : INFO : Epoch 1762 | loss: 0.0309881 | val_loss: 0.0311121 | Time: 1686.46 ms [2021-12-01 18:27:12 main:574] : INFO : Epoch 1763 | loss: 0.0309857 | val_loss: 0.0311015 | Time: 1656.53 ms [2021-12-01 18:27:14 main:574] : INFO : Epoch 1764 | loss: 0.0309851 | val_loss: 0.0310879 | Time: 1644.62 ms [2021-12-01 18:27:15 main:574] : INFO : Epoch 1765 | loss: 0.0309875 | val_loss: 0.0311025 | Time: 1708.09 ms [2021-12-01 18:27:17 main:574] : INFO : Epoch 1766 | loss: 0.030982 | val_loss: 0.0310941 | Time: 1126.69 ms [2021-12-01 18:27:18 main:574] : INFO : Epoch 1767 | loss: 0.0309832 | val_loss: 0.0310891 | Time: 1689.79 ms [2021-12-01 18:27:20 main:574] : INFO : Epoch 1768 | loss: 0.0309859 | val_loss: 0.0310945 | Time: 1686.36 ms [2021-12-01 18:27:22 main:574] : INFO : Epoch 1769 | loss: 0.0309969 | val_loss: 0.0310828 | Time: 1718.04 ms [2021-12-01 18:27:23 main:574] : INFO : Epoch 1770 | loss: 0.0309943 | val_loss: 0.0310813 | Time: 1674.04 ms [2021-12-01 18:27:25 main:574] : INFO : Epoch 1771 | loss: 0.0309924 | val_loss: 0.0310789 | Time: 1712.77 ms [2021-12-01 18:27:26 main:574] : INFO : Epoch 1772 | loss: 0.030986 | val_loss: 0.0310949 | Time: 1253.71 ms [2021-12-01 18:27:28 main:574] : INFO : Epoch 1773 | loss: 0.0309933 | val_loss: 0.0310974 | Time: 1606.3 ms [2021-12-01 18:27:30 main:574] : INFO : Epoch 1774 | loss: 0.0309938 | val_loss: 0.0310839 | Time: 1642.48 ms [2021-12-01 18:27:31 main:574] : INFO : Epoch 1775 | loss: 0.0309899 | val_loss: 0.0310915 | Time: 1785.78 ms [2021-12-01 18:27:33 main:574] : INFO : Epoch 1776 | loss: 0.0309869 | val_loss: 0.0310856 | Time: 1627.41 ms [2021-12-01 18:27:35 main:574] : INFO : Epoch 1777 | loss: 0.0309857 | val_loss: 0.0310956 | Time: 1662.41 ms [2021-12-01 18:27:36 main:574] : INFO : Epoch 1778 | loss: 0.0309848 | val_loss: 0.0310899 | Time: 1420.84 ms [2021-12-01 18:27:38 main:574] : INFO : Epoch 1779 | loss: 0.0309868 | val_loss: 0.0310866 | Time: 1424.8 ms [2021-12-01 18:27:39 main:574] : INFO : Epoch 1780 | loss: 0.0309831 | val_loss: 0.0310992 | Time: 1621.79 ms [2021-12-01 18:27:41 main:574] : INFO : Epoch 1781 | loss: 0.0309862 | val_loss: 0.0310955 | Time: 1712.19 ms [2021-12-01 18:27:43 main:574] : INFO : Epoch 1782 | loss: 0.0309855 | val_loss: 0.0310901 | Time: 1681.85 ms [2021-12-01 18:27:44 main:574] : INFO : Epoch 1783 | loss: 0.03099 | val_loss: 0.0310833 | Time: 1654.27 ms [2021-12-01 18:27:46 main:574] : INFO : Epoch 1784 | loss: 0.0309886 | val_loss: 0.031092 | Time: 1577.26 ms [2021-12-01 18:27:47 main:574] : INFO : Epoch 1785 | loss: 0.0309854 | val_loss: 0.0310804 | Time: 1210.79 ms [2021-12-01 18:27:49 main:574] : INFO : Epoch 1786 | loss: 0.0309872 | val_loss: 0.0310827 | Time: 1664.76 ms [2021-12-01 18:27:50 main:574] : INFO : Epoch 1787 | loss: 0.0309847 | val_loss: 0.0310903 | Time: 1710.45 ms [2021-12-01 18:27:52 main:574] : INFO : Epoch 1788 | loss: 0.0310071 | val_loss: 0.031084 | Time: 1697.22 ms [2021-12-01 18:27:54 main:574] : INFO : Epoch 1789 | loss: 0.0310121 | val_loss: 0.0310827 | Time: 1657.58 ms [2021-12-01 18:27:56 main:574] : INFO : Epoch 1790 | loss: 0.031024 | val_loss: 0.0310973 | Time: 1753.37 ms [2021-12-01 18:27:57 main:574] : INFO : Epoch 1791 | loss: 0.0310125 | val_loss: 0.0310821 | Time: 1102.76 ms [2021-12-01 18:27:58 main:574] : INFO : Epoch 1792 | loss: 0.0310053 | val_loss: 0.031086 | Time: 1668.11 ms [2021-12-01 18:28:00 main:574] : INFO : Epoch 1793 | loss: 0.031025 | val_loss: 0.0310833 | Time: 1718.79 ms [2021-12-01 18:28:02 main:574] : INFO : Epoch 1794 | loss: 0.0310351 | val_loss: 0.0310794 | Time: 1722.05 ms [2021-12-01 18:28:03 main:574] : INFO : Epoch 1795 | loss: 0.03104 | val_loss: 0.0310816 | Time: 1677.2 ms [2021-12-01 18:28:05 main:574] : INFO : Epoch 1796 | loss: 0.0310332 | val_loss: 0.0310859 | Time: 1697.36 ms [2021-12-01 18:28:06 main:574] : INFO : Epoch 1797 | loss: 0.031029 | val_loss: 0.0310819 | Time: 1266.97 ms [2021-12-01 18:28:08 main:574] : INFO : Epoch 1798 | loss: 0.0310266 | val_loss: 0.0310789 | Time: 1520.21 ms [2021-12-01 18:28:10 main:574] : INFO : Epoch 1799 | loss: 0.0310212 | val_loss: 0.0310792 | Time: 1682.43 ms [2021-12-01 18:28:11 main:574] : INFO : Epoch 1800 | loss: 0.0310164 | val_loss: 0.0310864 | Time: 1712.56 ms [2021-12-01 18:28:13 main:574] : INFO : Epoch 1801 | loss: 0.0310144 | val_loss: 0.0310868 | Time: 1681.72 ms [2021-12-01 18:28:15 main:574] : INFO : Epoch 1802 | loss: 0.0310118 | val_loss: 0.0310865 | Time: 1674.23 ms [2021-12-01 18:28:16 main:574] : INFO : Epoch 1803 | loss: 0.0310098 | val_loss: 0.0310732 | Time: 1445.44 ms [2021-12-01 18:28:18 main:574] : INFO : Epoch 1804 | loss: 0.0310073 | val_loss: 0.0310692 | Time: 1406.52 ms [2021-12-01 18:28:19 main:574] : INFO : Epoch 1805 | loss: 0.0310102 | val_loss: 0.0310745 | Time: 1629.93 ms [2021-12-01 18:28:21 main:574] : INFO : Epoch 1806 | loss: 0.0310183 | val_loss: 0.031104 | Time: 1757.14 ms [2021-12-01 18:28:23 main:574] : INFO : Epoch 1807 | loss: 0.0310126 | val_loss: 0.0310794 | Time: 1695.98 ms [2021-12-01 18:28:24 main:574] : INFO : Epoch 1808 | loss: 0.0310075 | val_loss: 0.0310818 | Time: 1630.86 ms [2021-12-01 18:28:26 main:574] : INFO : Epoch 1809 | loss: 0.0310115 | val_loss: 0.0310828 | Time: 1613.76 ms [2021-12-01 18:28:27 main:574] : INFO : Epoch 1810 | loss: 0.0310132 | val_loss: 0.0310876 | Time: 1230.24 ms [2021-12-01 18:28:29 main:574] : INFO : Epoch 1811 | loss: 0.0310242 | val_loss: 0.0310913 | Time: 1654.57 ms [2021-12-01 18:28:31 main:574] : INFO : Epoch 1812 | loss: 0.0310271 | val_loss: 0.0310795 | Time: 1738.09 ms [2021-12-01 18:28:32 main:574] : INFO : Epoch 1813 | loss: 0.0310197 | val_loss: 0.0310893 | Time: 1688.23 ms [2021-12-01 18:28:34 main:574] : INFO : Epoch 1814 | loss: 0.0310172 | val_loss: 0.0310859 | Time: 1703.18 ms [2021-12-01 18:28:36 main:574] : INFO : Epoch 1815 | loss: 0.0310127 | val_loss: 0.0310878 | Time: 1748.18 ms [2021-12-01 18:28:37 main:574] : INFO : Epoch 1816 | loss: 0.0310206 | val_loss: 0.031085 | Time: 1134.59 ms [2021-12-01 18:28:39 main:574] : INFO : Epoch 1817 | loss: 0.0310158 | val_loss: 0.0310831 | Time: 1682.76 ms [2021-12-01 18:28:40 main:574] : INFO : Epoch 1818 | loss: 0.0310124 | val_loss: 0.0310791 | Time: 1703.73 ms [2021-12-01 18:28:42 main:574] : INFO : Epoch 1819 | loss: 0.0310073 | val_loss: 0.0310886 | Time: 1696.49 ms [2021-12-01 18:28:44 main:574] : INFO : Epoch 1820 | loss: 0.031008 | val_loss: 0.0310755 | Time: 1633.98 ms [2021-12-01 18:28:45 main:574] : INFO : Epoch 1821 | loss: 0.0310026 | val_loss: 0.0310899 | Time: 1728.94 ms [2021-12-01 18:28:47 main:574] : INFO : Epoch 1822 | loss: 0.0310011 | val_loss: 0.0310989 | Time: 1527.81 ms [2021-12-01 18:28:48 main:574] : INFO : Epoch 1823 | loss: 0.0310014 | val_loss: 0.0310993 | Time: 1633.66 ms [2021-12-01 18:28:50 main:574] : INFO : Epoch 1824 | loss: 0.0310024 | val_loss: 0.0310897 | Time: 1636.75 ms [2021-12-01 18:28:52 main:574] : INFO : Epoch 1825 | loss: 0.0310027 | val_loss: 0.0310825 | Time: 1631.81 ms [2021-12-01 18:28:53 main:574] : INFO : Epoch 1826 | loss: 0.0310047 | val_loss: 0.0310869 | Time: 1641.81 ms [2021-12-01 18:28:55 main:574] : INFO : Epoch 1827 | loss: 0.0310047 | val_loss: 0.0310848 | Time: 1692.57 ms [2021-12-01 18:28:56 main:574] : INFO : Epoch 1828 | loss: 0.0310011 | val_loss: 0.0310923 | Time: 1340.7 ms [2021-12-01 18:28:58 main:574] : INFO : Epoch 1829 | loss: 0.0310016 | val_loss: 0.0310866 | Time: 1449.22 ms [2021-12-01 18:29:00 main:574] : INFO : Epoch 1830 | loss: 0.0310001 | val_loss: 0.0310824 | Time: 1670.32 ms [2021-12-01 18:29:01 main:574] : INFO : Epoch 1831 | loss: 0.0309967 | val_loss: 0.0310878 | Time: 1706.79 ms [2021-12-01 18:29:03 main:574] : INFO : Epoch 1832 | loss: 0.0309942 | val_loss: 0.0310889 | Time: 1675.04 ms [2021-12-01 18:29:05 main:574] : INFO : Epoch 1833 | loss: 0.0309913 | val_loss: 0.0310836 | Time: 1593.08 ms [2021-12-01 18:29:06 main:574] : INFO : Epoch 1834 | loss: 0.0309921 | val_loss: 0.0310777 | Time: 1586.28 ms [2021-12-01 18:29:07 main:574] : INFO : Epoch 1835 | loss: 0.0309915 | val_loss: 0.0310759 | Time: 1265.99 ms [2021-12-01 18:29:09 main:574] : INFO : Epoch 1836 | loss: 0.0309975 | val_loss: 0.0310705 | Time: 1578.63 ms [2021-12-01 18:29:11 main:574] : INFO : Epoch 1837 | loss: 0.030998 | val_loss: 0.0310707 | Time: 1669.14 ms [2021-12-01 18:29:12 main:574] : INFO : Epoch 1838 | loss: 0.0309979 | val_loss: 0.0310847 | Time: 1573.69 ms [2021-12-01 18:29:14 main:574] : INFO : Epoch 1839 | loss: 0.0309926 | val_loss: 0.0310836 | Time: 1628.63 ms [2021-12-01 18:29:16 main:574] : INFO : Epoch 1840 | loss: 0.0309914 | val_loss: 0.0310865 | Time: 1660.49 ms [2021-12-01 18:29:17 main:574] : INFO : Epoch 1841 | loss: 0.0309885 | val_loss: 0.0311062 | Time: 1141.33 ms [2021-12-01 18:29:18 main:574] : INFO : Epoch 1842 | loss: 0.0309913 | val_loss: 0.0311068 | Time: 1527.89 ms [2021-12-01 18:29:20 main:574] : INFO : Epoch 1843 | loss: 0.0309907 | val_loss: 0.0311087 | Time: 1604.68 ms [2021-12-01 18:29:21 main:574] : INFO : Epoch 1844 | loss: 0.0309937 | val_loss: 0.031101 | Time: 1663.73 ms [2021-12-01 18:29:23 main:574] : INFO : Epoch 1845 | loss: 0.0309975 | val_loss: 0.0310854 | Time: 1573.97 ms [2021-12-01 18:29:25 main:574] : INFO : Epoch 1846 | loss: 0.0309933 | val_loss: 0.0310828 | Time: 1605.74 ms [2021-12-01 18:29:26 main:574] : INFO : Epoch 1847 | loss: 0.0309911 | val_loss: 0.0310886 | Time: 1495.03 ms [2021-12-01 18:29:27 main:574] : INFO : Epoch 1848 | loss: 0.0309931 | val_loss: 0.031078 | Time: 1262.39 ms [2021-12-01 18:29:29 main:574] : INFO : Epoch 1849 | loss: 0.0309868 | val_loss: 0.0310955 | Time: 1573.65 ms [2021-12-01 18:29:31 main:574] : INFO : Epoch 1850 | loss: 0.0309859 | val_loss: 0.0310907 | Time: 1657.61 ms [2021-12-01 18:29:32 main:574] : INFO : Epoch 1851 | loss: 0.0309869 | val_loss: 0.0310909 | Time: 1634.74 ms [2021-12-01 18:29:34 main:574] : INFO : Epoch 1852 | loss: 0.0309838 | val_loss: 0.031102 | Time: 1613.65 ms [2021-12-01 18:29:36 main:574] : INFO : Epoch 1853 | loss: 0.0309818 | val_loss: 0.0311011 | Time: 1682.55 ms [2021-12-01 18:29:37 main:574] : INFO : Epoch 1854 | loss: 0.0309842 | val_loss: 0.0310963 | Time: 1154.11 ms [2021-12-01 18:29:38 main:574] : INFO : Epoch 1855 | loss: 0.030994 | val_loss: 0.0311004 | Time: 1625.65 ms [2021-12-01 18:29:40 main:574] : INFO : Epoch 1856 | loss: 0.0310006 | val_loss: 0.0310783 | Time: 1607.09 ms [2021-12-01 18:29:42 main:574] : INFO : Epoch 1857 | loss: 0.0310054 | val_loss: 0.0310881 | Time: 1646.81 ms [2021-12-01 18:29:43 main:574] : INFO : Epoch 1858 | loss: 0.030997 | val_loss: 0.0310921 | Time: 1624.65 ms [2021-12-01 18:29:45 main:574] : INFO : Epoch 1859 | loss: 0.0309924 | val_loss: 0.0310781 | Time: 1683.02 ms [2021-12-01 18:29:46 main:574] : INFO : Epoch 1860 | loss: 0.0309877 | val_loss: 0.031091 | Time: 1444.11 ms [2021-12-01 18:29:48 main:574] : INFO : Epoch 1861 | loss: 0.0309856 | val_loss: 0.031084 | Time: 1461.58 ms [2021-12-01 18:29:50 main:574] : INFO : Epoch 1862 | loss: 0.0309843 | val_loss: 0.0310908 | Time: 1633.17 ms [2021-12-01 18:29:51 main:574] : INFO : Epoch 1863 | loss: 0.030984 | val_loss: 0.0310865 | Time: 1747.05 ms [2021-12-01 18:29:53 main:574] : INFO : Epoch 1864 | loss: 0.0309843 | val_loss: 0.0310788 | Time: 1631.23 ms [2021-12-01 18:29:55 main:574] : INFO : Epoch 1865 | loss: 0.0309929 | val_loss: 0.0310987 | Time: 1675.5 ms [2021-12-01 18:29:56 main:574] : INFO : Epoch 1866 | loss: 0.0309869 | val_loss: 0.0310974 | Time: 1580.09 ms [2021-12-01 18:29:57 main:574] : INFO : Epoch 1867 | loss: 0.0309827 | val_loss: 0.0311101 | Time: 1252.65 ms [2021-12-01 18:29:59 main:574] : INFO : Epoch 1868 | loss: 0.0309793 | val_loss: 0.0311072 | Time: 1655.17 ms [2021-12-01 18:30:01 main:574] : INFO : Epoch 1869 | loss: 0.0309844 | val_loss: 0.0310995 | Time: 1696.72 ms [2021-12-01 18:30:02 main:574] : INFO : Epoch 1870 | loss: 0.0309866 | val_loss: 0.031083 | Time: 1650.61 ms [2021-12-01 18:30:04 main:574] : INFO : Epoch 1871 | loss: 0.0309862 | val_loss: 0.0310817 | Time: 1688.33 ms [2021-12-01 18:30:06 main:574] : INFO : Epoch 1872 | loss: 0.0309874 | val_loss: 0.0310948 | Time: 1764.12 ms [2021-12-01 18:30:07 main:574] : INFO : Epoch 1873 | loss: 0.030999 | val_loss: 0.0311036 | Time: 1117.45 ms [2021-12-01 18:30:09 main:574] : INFO : Epoch 1874 | loss: 0.0310102 | val_loss: 0.0310838 | Time: 1698.74 ms [2021-12-01 18:30:10 main:574] : INFO : Epoch 1875 | loss: 0.0310035 | val_loss: 0.0310697 | Time: 1754.14 ms [2021-12-01 18:30:12 main:574] : INFO : Epoch 1876 | loss: 0.0309937 | val_loss: 0.0310777 | Time: 1643.47 ms [2021-12-01 18:30:14 main:574] : INFO : Epoch 1877 | loss: 0.0309891 | val_loss: 0.0310861 | Time: 1700.5 ms [2021-12-01 18:30:16 main:574] : INFO : Epoch 1878 | loss: 0.0309893 | val_loss: 0.0310923 | Time: 1736.19 ms [2021-12-01 18:30:17 main:574] : INFO : Epoch 1879 | loss: 0.0309823 | val_loss: 0.0310912 | Time: 1205.61 ms [2021-12-01 18:30:18 main:574] : INFO : Epoch 1880 | loss: 0.0309845 | val_loss: 0.0310955 | Time: 1590.99 ms [2021-12-01 18:30:20 main:574] : INFO : Epoch 1881 | loss: 0.0309855 | val_loss: 0.0310895 | Time: 1674.93 ms [2021-12-01 18:30:22 main:574] : INFO : Epoch 1882 | loss: 0.0309875 | val_loss: 0.0311013 | Time: 1733.82 ms [2021-12-01 18:30:23 main:574] : INFO : Epoch 1883 | loss: 0.0309904 | val_loss: 0.0310916 | Time: 1615.9 ms [2021-12-01 18:30:25 main:574] : INFO : Epoch 1884 | loss: 0.0309856 | val_loss: 0.0310884 | Time: 1683.04 ms [2021-12-01 18:30:27 main:574] : INFO : Epoch 1885 | loss: 0.0309866 | val_loss: 0.0310891 | Time: 1439.86 ms [2021-12-01 18:30:28 main:574] : INFO : Epoch 1886 | loss: 0.0309907 | val_loss: 0.0310857 | Time: 1409.12 ms [2021-12-01 18:30:30 main:574] : INFO : Epoch 1887 | loss: 0.030984 | val_loss: 0.0310907 | Time: 1699.57 ms [2021-12-01 18:30:31 main:574] : INFO : Epoch 1888 | loss: 0.0309819 | val_loss: 0.0310817 | Time: 1708.8 ms [2021-12-01 18:30:33 main:574] : INFO : Epoch 1889 | loss: 0.0309892 | val_loss: 0.0310865 | Time: 1661.29 ms [2021-12-01 18:30:35 main:574] : INFO : Epoch 1890 | loss: 0.0309839 | val_loss: 0.0310865 | Time: 1675.97 ms [2021-12-01 18:30:36 main:574] : INFO : Epoch 1891 | loss: 0.030987 | val_loss: 0.0310868 | Time: 1581.91 ms [2021-12-01 18:30:38 main:574] : INFO : Epoch 1892 | loss: 0.0309794 | val_loss: 0.0310912 | Time: 1264.05 ms [2021-12-01 18:30:39 main:574] : INFO : Epoch 1893 | loss: 0.0309834 | val_loss: 0.0310852 | Time: 1643.8 ms [2021-12-01 18:30:41 main:574] : INFO : Epoch 1894 | loss: 0.0309835 | val_loss: 0.0310783 | Time: 1787.39 ms [2021-12-01 18:30:43 main:574] : INFO : Epoch 1895 | loss: 0.0309844 | val_loss: 0.0310939 | Time: 1668.14 ms [2021-12-01 18:30:44 main:574] : INFO : Epoch 1896 | loss: 0.0309831 | val_loss: 0.0310883 | Time: 1595.08 ms [2021-12-01 18:30:46 main:574] : INFO : Epoch 1897 | loss: 0.0309884 | val_loss: 0.0310807 | Time: 1747.18 ms [2021-12-01 18:30:47 main:574] : INFO : Epoch 1898 | loss: 0.0309899 | val_loss: 0.0310834 | Time: 1115.78 ms [2021-12-01 18:30:49 main:574] : INFO : Epoch 1899 | loss: 0.0309841 | val_loss: 0.031091 | Time: 1651.76 ms [2021-12-01 18:30:50 main:574] : INFO : Epoch 1900 | loss: 0.0309803 | val_loss: 0.0310896 | Time: 1700.04 ms [2021-12-01 18:30:52 main:574] : INFO : Epoch 1901 | loss: 0.0309749 | val_loss: 0.0310786 | Time: 1694.9 ms [2021-12-01 18:30:54 main:574] : INFO : Epoch 1902 | loss: 0.0309772 | val_loss: 0.0310869 | Time: 1692.98 ms [2021-12-01 18:30:56 main:574] : INFO : Epoch 1903 | loss: 0.0309728 | val_loss: 0.0310801 | Time: 1756.11 ms [2021-12-01 18:30:57 main:574] : INFO : Epoch 1904 | loss: 0.0309748 | val_loss: 0.0310871 | Time: 1216.93 ms [2021-12-01 18:30:58 main:574] : INFO : Epoch 1905 | loss: 0.0309816 | val_loss: 0.0310819 | Time: 1543.84 ms [2021-12-01 18:31:00 main:574] : INFO : Epoch 1906 | loss: 0.0310022 | val_loss: 0.0310888 | Time: 1660.87 ms [2021-12-01 18:31:02 main:574] : INFO : Epoch 1907 | loss: 0.0310003 | val_loss: 0.0310812 | Time: 1721.71 ms [2021-12-01 18:31:03 main:574] : INFO : Epoch 1908 | loss: 0.0309961 | val_loss: 0.0310852 | Time: 1615.73 ms [2021-12-01 18:31:05 main:574] : INFO : Epoch 1909 | loss: 0.0309948 | val_loss: 0.0310838 | Time: 1672.66 ms [2021-12-01 18:31:07 main:574] : INFO : Epoch 1910 | loss: 0.0309937 | val_loss: 0.0310826 | Time: 1445.47 ms [2021-12-01 18:31:08 main:574] : INFO : Epoch 1911 | loss: 0.0309942 | val_loss: 0.0310849 | Time: 1386.32 ms [2021-12-01 18:31:10 main:574] : INFO : Epoch 1912 | loss: 0.0309923 | val_loss: 0.0311025 | Time: 1645.92 ms [2021-12-01 18:31:11 main:574] : INFO : Epoch 1913 | loss: 0.0309863 | val_loss: 0.0311027 | Time: 1740.25 ms [2021-12-01 18:31:13 main:574] : INFO : Epoch 1914 | loss: 0.0309828 | val_loss: 0.0310897 | Time: 1614.39 ms [2021-12-01 18:31:15 main:574] : INFO : Epoch 1915 | loss: 0.0309824 | val_loss: 0.0310933 | Time: 1636.7 ms [2021-12-01 18:31:16 main:574] : INFO : Epoch 1916 | loss: 0.0309822 | val_loss: 0.0310975 | Time: 1648.49 ms [2021-12-01 18:31:17 main:574] : INFO : Epoch 1917 | loss: 0.0309821 | val_loss: 0.0310931 | Time: 1196.19 ms [2021-12-01 18:31:19 main:574] : INFO : Epoch 1918 | loss: 0.0309781 | val_loss: 0.031093 | Time: 1698.41 ms [2021-12-01 18:31:21 main:574] : INFO : Epoch 1919 | loss: 0.0309845 | val_loss: 0.0310919 | Time: 1763.45 ms [2021-12-01 18:31:23 main:574] : INFO : Epoch 1920 | loss: 0.0309834 | val_loss: 0.031078 | Time: 1636.5 ms [2021-12-01 18:31:24 main:574] : INFO : Epoch 1921 | loss: 0.0309819 | val_loss: 0.0310743 | Time: 1658.97 ms [2021-12-01 18:31:26 main:574] : INFO : Epoch 1922 | loss: 0.0309976 | val_loss: 0.0310767 | Time: 1753.87 ms [2021-12-01 18:31:27 main:574] : INFO : Epoch 1923 | loss: 0.0309935 | val_loss: 0.0310697 | Time: 1109.58 ms [2021-12-01 18:31:29 main:574] : INFO : Epoch 1924 | loss: 0.0309887 | val_loss: 0.0310683 | Time: 1661.04 ms [2021-12-01 18:31:30 main:574] : INFO : Epoch 1925 | loss: 0.0309849 | val_loss: 0.0310666 | Time: 1749.93 ms [2021-12-01 18:31:32 main:574] : INFO : Epoch 1926 | loss: 0.0309874 | val_loss: 0.031078 | Time: 1637.58 ms [2021-12-01 18:31:34 main:574] : INFO : Epoch 1927 | loss: 0.03098 | val_loss: 0.0310835 | Time: 1650.22 ms [2021-12-01 18:31:36 main:574] : INFO : Epoch 1928 | loss: 0.0309764 | val_loss: 0.0310784 | Time: 1769.8 ms [2021-12-01 18:31:37 main:574] : INFO : Epoch 1929 | loss: 0.0309763 | val_loss: 0.0310782 | Time: 1275.28 ms [2021-12-01 18:31:38 main:574] : INFO : Epoch 1930 | loss: 0.0309751 | val_loss: 0.0310821 | Time: 1442.22 ms [2021-12-01 18:31:40 main:574] : INFO : Epoch 1931 | loss: 0.0309764 | val_loss: 0.0310906 | Time: 1670.25 ms [2021-12-01 18:31:42 main:574] : INFO : Epoch 1932 | loss: 0.0309766 | val_loss: 0.0310875 | Time: 1692.98 ms [2021-12-01 18:31:43 main:574] : INFO : Epoch 1933 | loss: 0.0309751 | val_loss: 0.0310941 | Time: 1681.68 ms [2021-12-01 18:31:45 main:574] : INFO : Epoch 1934 | loss: 0.0309756 | val_loss: 0.0310787 | Time: 1649.99 ms [2021-12-01 18:31:47 main:574] : INFO : Epoch 1935 | loss: 0.0309726 | val_loss: 0.0310925 | Time: 1505.46 ms [2021-12-01 18:31:48 main:574] : INFO : Epoch 1936 | loss: 0.0309752 | val_loss: 0.0310843 | Time: 1274.2 ms [2021-12-01 18:31:49 main:574] : INFO : Epoch 1937 | loss: 0.0309734 | val_loss: 0.0310898 | Time: 1604.81 ms [2021-12-01 18:31:51 main:574] : INFO : Epoch 1938 | loss: 0.030971 | val_loss: 0.0310948 | Time: 1738.45 ms [2021-12-01 18:31:53 main:574] : INFO : Epoch 1939 | loss: 0.0309722 | val_loss: 0.0311112 | Time: 1683.93 ms [2021-12-01 18:31:54 main:574] : INFO : Epoch 1940 | loss: 0.0309714 | val_loss: 0.0311028 | Time: 1668.39 ms [2021-12-01 18:31:56 main:574] : INFO : Epoch 1941 | loss: 0.0309677 | val_loss: 0.0310864 | Time: 1758.03 ms [2021-12-01 18:31:57 main:574] : INFO : Epoch 1942 | loss: 0.0309716 | val_loss: 0.0310988 | Time: 1179.59 ms [2021-12-01 18:31:59 main:574] : INFO : Epoch 1943 | loss: 0.0309734 | val_loss: 0.0310923 | Time: 1666.63 ms [2021-12-01 18:32:01 main:574] : INFO : Epoch 1944 | loss: 0.0309818 | val_loss: 0.0310833 | Time: 1744.69 ms [2021-12-01 18:32:03 main:574] : INFO : Epoch 1945 | loss: 0.0309832 | val_loss: 0.0310761 | Time: 1672.8 ms [2021-12-01 18:32:04 main:574] : INFO : Epoch 1946 | loss: 0.0309908 | val_loss: 0.0310749 | Time: 1657.96 ms [2021-12-01 18:32:06 main:574] : INFO : Epoch 1947 | loss: 0.0310063 | val_loss: 0.0310808 | Time: 1766.5 ms [2021-12-01 18:32:07 main:574] : INFO : Epoch 1948 | loss: 0.0309982 | val_loss: 0.0310788 | Time: 1157.26 ms [2021-12-01 18:32:09 main:574] : INFO : Epoch 1949 | loss: 0.0310011 | val_loss: 0.0310895 | Time: 1593.94 ms [2021-12-01 18:32:10 main:574] : INFO : Epoch 1950 | loss: 0.0309997 | val_loss: 0.0310928 | Time: 1698.22 ms [2021-12-01 18:32:12 main:574] : INFO : Epoch 1951 | loss: 0.030994 | val_loss: 0.0310845 | Time: 1633.9 ms [2021-12-01 18:32:14 main:574] : INFO : Epoch 1952 | loss: 0.0309959 | val_loss: 0.0310875 | Time: 1645.1 ms [2021-12-01 18:32:15 main:574] : INFO : Epoch 1953 | loss: 0.0309925 | val_loss: 0.0310842 | Time: 1758.37 ms [2021-12-01 18:32:17 main:574] : INFO : Epoch 1954 | loss: 0.0309853 | val_loss: 0.0310852 | Time: 1364.13 ms [2021-12-01 18:32:18 main:574] : INFO : Epoch 1955 | loss: 0.0309801 | val_loss: 0.0310944 | Time: 1477.52 ms [2021-12-01 18:32:20 main:574] : INFO : Epoch 1956 | loss: 0.0309778 | val_loss: 0.0311121 | Time: 1687.87 ms [2021-12-01 18:32:22 main:574] : INFO : Epoch 1957 | loss: 0.0309826 | val_loss: 0.0310933 | Time: 1719.99 ms [2021-12-01 18:32:23 main:574] : INFO : Epoch 1958 | loss: 0.0309832 | val_loss: 0.0310852 | Time: 1695.63 ms [2021-12-01 18:32:25 main:574] : INFO : Epoch 1959 | loss: 0.0309823 | val_loss: 0.031082 | Time: 1735.9 ms [2021-12-01 18:32:27 main:574] : INFO : Epoch 1960 | loss: 0.030982 | val_loss: 0.0311012 | Time: 1463.89 ms [2021-12-01 18:32:28 main:574] : INFO : Epoch 1961 | loss: 0.0309811 | val_loss: 0.0311057 | Time: 1311.46 ms [2021-12-01 18:32:30 main:574] : INFO : Epoch 1962 | loss: 0.0309788 | val_loss: 0.0310904 | Time: 1673.87 ms [2021-12-01 18:32:31 main:574] : INFO : Epoch 1963 | loss: 0.0309831 | val_loss: 0.0310868 | Time: 1719.87 ms [2021-12-01 18:32:33 main:574] : INFO : Epoch 1964 | loss: 0.030983 | val_loss: 0.0310898 | Time: 1621.43 ms [2021-12-01 18:32:35 main:574] : INFO : Epoch 1965 | loss: 0.0309874 | val_loss: 0.0310944 | Time: 1688.85 ms [2021-12-01 18:32:36 main:574] : INFO : Epoch 1966 | loss: 0.0309916 | val_loss: 0.0310938 | Time: 1677.49 ms [2021-12-01 18:32:38 main:574] : INFO : Epoch 1967 | loss: 0.0309961 | val_loss: 0.0310926 | Time: 1145.05 ms [2021-12-01 18:32:39 main:574] : INFO : Epoch 1968 | loss: 0.0309939 | val_loss: 0.0310878 | Time: 1621.54 ms [2021-12-01 18:32:41 main:574] : INFO : Epoch 1969 | loss: 0.0309965 | val_loss: 0.031103 | Time: 1710.27 ms [2021-12-01 18:32:43 main:574] : INFO : Epoch 1970 | loss: 0.0309954 | val_loss: 0.0310981 | Time: 1645.82 ms [2021-12-01 18:32:44 main:574] : INFO : Epoch 1971 | loss: 0.030984 | val_loss: 0.0310904 | Time: 1649.24 ms [2021-12-01 18:32:46 main:574] : INFO : Epoch 1972 | loss: 0.0309799 | val_loss: 0.0310872 | Time: 1733.99 ms [2021-12-01 18:32:47 main:574] : INFO : Epoch 1973 | loss: 0.0309742 | val_loss: 0.0310938 | Time: 1206.6 ms [2021-12-01 18:32:49 main:574] : INFO : Epoch 1974 | loss: 0.0309745 | val_loss: 0.0310882 | Time: 1545.32 ms [2021-12-01 18:32:50 main:574] : INFO : Epoch 1975 | loss: 0.0309789 | val_loss: 0.0310885 | Time: 1756.5 ms [2021-12-01 18:32:52 main:574] : INFO : Epoch 1976 | loss: 0.0309756 | val_loss: 0.0311021 | Time: 1657.47 ms [2021-12-01 18:32:54 main:574] : INFO : Epoch 1977 | loss: 0.0309737 | val_loss: 0.0310894 | Time: 1655.49 ms [2021-12-01 18:32:55 main:574] : INFO : Epoch 1978 | loss: 0.0309728 | val_loss: 0.031091 | Time: 1684.09 ms [2021-12-01 18:32:57 main:574] : INFO : Epoch 1979 | loss: 0.0309706 | val_loss: 0.0310892 | Time: 1424.86 ms [2021-12-01 18:32:58 main:574] : INFO : Epoch 1980 | loss: 0.0309699 | val_loss: 0.0310894 | Time: 1374.37 ms [2021-12-01 18:33:00 main:574] : INFO : Epoch 1981 | loss: 0.0309727 | val_loss: 0.0311054 | Time: 1705.89 ms [2021-12-01 18:33:02 main:574] : INFO : Epoch 1982 | loss: 0.0309745 | val_loss: 0.0310951 | Time: 1674.05 ms [2021-12-01 18:33:03 main:574] : INFO : Epoch 1983 | loss: 0.0309751 | val_loss: 0.0310957 | Time: 1633.09 ms [2021-12-01 18:33:05 main:574] : INFO : Epoch 1984 | loss: 0.0309742 | val_loss: 0.0311018 | Time: 1647.87 ms [2021-12-01 18:33:07 main:574] : INFO : Epoch 1985 | loss: 0.0309721 | val_loss: 0.0311206 | Time: 1650.39 ms [2021-12-01 18:33:08 main:574] : INFO : Epoch 1986 | loss: 0.0309879 | val_loss: 0.0310878 | Time: 1238.15 ms [2021-12-01 18:33:09 main:574] : INFO : Epoch 1987 | loss: 0.0309856 | val_loss: 0.0310971 | Time: 1631.86 ms [2021-12-01 18:33:11 main:574] : INFO : Epoch 1988 | loss: 0.0309775 | val_loss: 0.0311104 | Time: 1743.68 ms [2021-12-01 18:33:13 main:574] : INFO : Epoch 1989 | loss: 0.0309761 | val_loss: 0.0311002 | Time: 1709.72 ms [2021-12-01 18:33:15 main:574] : INFO : Epoch 1990 | loss: 0.0309823 | val_loss: 0.0311136 | Time: 1721.46 ms [2021-12-01 18:33:16 main:574] : INFO : Epoch 1991 | loss: 0.0309825 | val_loss: 0.0311162 | Time: 1734.54 ms [2021-12-01 18:33:17 main:574] : INFO : Epoch 1992 | loss: 0.0309758 | val_loss: 0.0311039 | Time: 1125.24 ms [2021-12-01 18:33:19 main:574] : INFO : Epoch 1993 | loss: 0.0309836 | val_loss: 0.0310949 | Time: 1689.39 ms [2021-12-01 18:33:21 main:574] : INFO : Epoch 1994 | loss: 0.0309891 | val_loss: 0.0311048 | Time: 1714.05 ms [2021-12-01 18:33:23 main:574] : INFO : Epoch 1995 | loss: 0.0309886 | val_loss: 0.0310923 | Time: 1683.58 ms [2021-12-01 18:33:24 main:574] : INFO : Epoch 1996 | loss: 0.0309826 | val_loss: 0.0310991 | Time: 1689 ms [2021-12-01 18:33:26 main:574] : INFO : Epoch 1997 | loss: 0.0309828 | val_loss: 0.031114 | Time: 1771.77 ms [2021-12-01 18:33:27 main:574] : INFO : Epoch 1998 | loss: 0.0309793 | val_loss: 0.0310978 | Time: 1198.53 ms [2021-12-01 18:33:29 main:574] : INFO : Epoch 1999 | loss: 0.0309785 | val_loss: 0.0310915 | Time: 1539.81 ms [2021-12-01 18:33:31 main:574] : INFO : Epoch 2000 | loss: 0.0309792 | val_loss: 0.0311104 | Time: 1772.92 ms [2021-12-01 18:33:32 main:574] : INFO : Epoch 2001 | loss: 0.0309739 | val_loss: 0.0310995 | Time: 1621.39 ms [2021-12-01 18:33:34 main:574] : INFO : Epoch 2002 | loss: 0.0309757 | val_loss: 0.0310877 | Time: 1707.06 ms [2021-12-01 18:33:36 main:574] : INFO : Epoch 2003 | loss: 0.0309769 | val_loss: 0.0310905 | Time: 1692.7 ms [2021-12-01 18:33:37 main:574] : INFO : Epoch 2004 | loss: 0.0309789 | val_loss: 0.031085 | Time: 1376.69 ms [2021-12-01 18:33:38 main:574] : INFO : Epoch 2005 | loss: 0.0309845 | val_loss: 0.0310855 | Time: 1464.4 ms [2021-12-01 18:33:40 main:574] : INFO : Epoch 2006 | loss: 0.0309849 | val_loss: 0.0310782 | Time: 1663.77 ms [2021-12-01 18:33:42 main:574] : INFO : Epoch 2007 | loss: 0.0309867 | val_loss: 0.0310807 | Time: 1690.49 ms [2021-12-01 18:33:43 main:574] : INFO : Epoch 2008 | loss: 0.0309816 | val_loss: 0.0310861 | Time: 1658.73 ms [2021-12-01 18:33:45 main:574] : INFO : Epoch 2009 | loss: 0.0309771 | val_loss: 0.031082 | Time: 1610.25 ms [2021-12-01 18:33:47 main:574] : INFO : Epoch 2010 | loss: 0.0309762 | val_loss: 0.0310747 | Time: 1587.25 ms [2021-12-01 18:33:48 main:574] : INFO : Epoch 2011 | loss: 0.0309792 | val_loss: 0.0310842 | Time: 1230.57 ms [2021-12-01 18:33:50 main:574] : INFO : Epoch 2012 | loss: 0.0309897 | val_loss: 0.0311006 | Time: 1672.03 ms [2021-12-01 18:33:51 main:574] : INFO : Epoch 2013 | loss: 0.0309891 | val_loss: 0.0310809 | Time: 1694.62 ms [2021-12-01 18:33:53 main:574] : INFO : Epoch 2014 | loss: 0.0309806 | val_loss: 0.0310871 | Time: 1652.92 ms [2021-12-01 18:33:55 main:574] : INFO : Epoch 2015 | loss: 0.0310311 | val_loss: 0.0310971 | Time: 1677.17 ms [2021-12-01 18:33:56 main:574] : INFO : Epoch 2016 | loss: 0.0310766 | val_loss: 0.031091 | Time: 1820.5 ms [2021-12-01 18:33:58 main:574] : INFO : Epoch 2017 | loss: 0.0310678 | val_loss: 0.0310835 | Time: 1087.15 ms [2021-12-01 18:33:59 main:574] : INFO : Epoch 2018 | loss: 0.0310559 | val_loss: 0.0310817 | Time: 1649.48 ms [2021-12-01 18:34:01 main:574] : INFO : Epoch 2019 | loss: 0.0310429 | val_loss: 0.0310878 | Time: 1757.84 ms [2021-12-01 18:34:03 main:574] : INFO : Epoch 2020 | loss: 0.0310407 | val_loss: 0.0310791 | Time: 1713.16 ms [2021-12-01 18:34:04 main:574] : INFO : Epoch 2021 | loss: 0.0310315 | val_loss: 0.0310799 | Time: 1646.62 ms [2021-12-01 18:34:06 main:574] : INFO : Epoch 2022 | loss: 0.0310249 | val_loss: 0.0310749 | Time: 1776.09 ms [2021-12-01 18:34:07 main:574] : INFO : Epoch 2023 | loss: 0.0310251 | val_loss: 0.0310753 | Time: 1208.62 ms [2021-12-01 18:34:09 main:574] : INFO : Epoch 2024 | loss: 0.0310215 | val_loss: 0.0310816 | Time: 1573.6 ms [2021-12-01 18:34:11 main:574] : INFO : Epoch 2025 | loss: 0.0310183 | val_loss: 0.0310765 | Time: 1723.09 ms [2021-12-01 18:34:12 main:574] : INFO : Epoch 2026 | loss: 0.0310173 | val_loss: 0.0310925 | Time: 1693.19 ms [2021-12-01 18:34:14 main:574] : INFO : Epoch 2027 | loss: 0.0310158 | val_loss: 0.0310875 | Time: 1670.94 ms [2021-12-01 18:34:16 main:574] : INFO : Epoch 2028 | loss: 0.031014 | val_loss: 0.0310893 | Time: 1728.03 ms [2021-12-01 18:34:17 main:574] : INFO : Epoch 2029 | loss: 0.0310142 | val_loss: 0.0310928 | Time: 1378.15 ms [2021-12-01 18:34:19 main:574] : INFO : Epoch 2030 | loss: 0.0310105 | val_loss: 0.0310776 | Time: 1422.94 ms [2021-12-01 18:34:20 main:574] : INFO : Epoch 2031 | loss: 0.0310103 | val_loss: 0.0310811 | Time: 1674.78 ms [2021-12-01 18:34:22 main:574] : INFO : Epoch 2032 | loss: 0.031009 | val_loss: 0.0310817 | Time: 1694.4 ms [2021-12-01 18:34:24 main:574] : INFO : Epoch 2033 | loss: 0.0310038 | val_loss: 0.0310756 | Time: 1652.68 ms [2021-12-01 18:34:25 main:574] : INFO : Epoch 2034 | loss: 0.0310002 | val_loss: 0.0310871 | Time: 1706.07 ms [2021-12-01 18:34:27 main:574] : INFO : Epoch 2035 | loss: 0.031 | val_loss: 0.031088 | Time: 1527.88 ms [2021-12-01 18:34:28 main:574] : INFO : Epoch 2036 | loss: 0.0309974 | val_loss: 0.0310833 | Time: 1246.68 ms [2021-12-01 18:34:30 main:574] : INFO : Epoch 2037 | loss: 0.030998 | val_loss: 0.0310909 | Time: 1699.53 ms [2021-12-01 18:34:31 main:574] : INFO : Epoch 2038 | loss: 0.0310154 | val_loss: 0.0310803 | Time: 1714.87 ms [2021-12-01 18:34:33 main:574] : INFO : Epoch 2039 | loss: 0.0310048 | val_loss: 0.0310777 | Time: 1606.95 ms [2021-12-01 18:34:35 main:574] : INFO : Epoch 2040 | loss: 0.0310058 | val_loss: 0.0310752 | Time: 1672.88 ms [2021-12-01 18:34:37 main:574] : INFO : Epoch 2041 | loss: 0.0310049 | val_loss: 0.0310893 | Time: 1738.02 ms [2021-12-01 18:34:38 main:574] : INFO : Epoch 2042 | loss: 0.031098 | val_loss: 0.031134 | Time: 1121.93 ms [2021-12-01 18:34:39 main:574] : INFO : Epoch 2043 | loss: 0.0311211 | val_loss: 0.031135 | Time: 1671.46 ms [2021-12-01 18:34:41 main:574] : INFO : Epoch 2044 | loss: 0.0311126 | val_loss: 0.0311277 | Time: 1770.74 ms [2021-12-01 18:34:43 main:574] : INFO : Epoch 2045 | loss: 0.0311032 | val_loss: 0.0311178 | Time: 1648.83 ms [2021-12-01 18:34:44 main:574] : INFO : Epoch 2046 | loss: 0.0310978 | val_loss: 0.0311189 | Time: 1691.96 ms [2021-12-01 18:34:46 main:574] : INFO : Epoch 2047 | loss: 0.0310942 | val_loss: 0.0311133 | Time: 1781.79 ms [2021-12-01 18:34:47 main:574] : INFO : Epoch 2048 | loss: 0.0310839 | val_loss: 0.0311079 | Time: 1219.88 ms [2021-12-01 18:34:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311079 [2021-12-01 18:34:47 main:603] : INFO : Saving end state to config to file [2021-12-01 18:34:47 main:608] : INFO : Success, exiting.. 18:34:47 (13404): 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)