Task 5140397
| Name | ParityMachine-1619236497-21650-1_0 |
| Workunit | 3087721 |
| Created | 3 May 2021, 20:00:34 UTC |
| Sent | 11 May 2021, 20:30:24 UTC |
| Report deadline | 18 May 2021, 20:30:24 UTC |
| Received | 12 May 2021, 6:50:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 1 hours 0 min 1 sec |
| CPU time | 57 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> [2021-05-12 09:35:31 main:574] : INFO : Epoch 1542 | loss: 0.0309288 | val_loss: 0.0313704 | Time: 1719.27 ms [2021-05-12 09:35:33 main:574] : INFO : Epoch 1543 | loss: 0.0309242 | val_loss: 0.0313865 | Time: 1683.8 ms [2021-05-12 09:35:35 main:574] : INFO : Epoch 1544 | loss: 0.03092 | val_loss: 0.0313923 | Time: 1690.02 ms [2021-05-12 09:35:36 main:574] : INFO : Epoch 1545 | loss: 0.0309157 | val_loss: 0.0313748 | Time: 1671.12 ms [2021-05-12 09:35:38 main:574] : INFO : Epoch 1546 | loss: 0.030908 | val_loss: 0.0313537 | Time: 1679.16 ms [2021-05-12 09:35:40 main:574] : INFO : Epoch 1547 | loss: 0.030917 | val_loss: 0.0313814 | Time: 1688.26 ms [2021-05-12 09:35:42 main:574] : INFO : Epoch 1548 | loss: 0.0309203 | val_loss: 0.0313963 | Time: 1698.82 ms [2021-05-12 09:35:43 main:574] : INFO : Epoch 1549 | loss: 0.030908 | val_loss: 0.0314068 | Time: 1699.31 ms [2021-05-12 09:35:45 main:574] : INFO : Epoch 1550 | loss: 0.0309134 | val_loss: 0.0314235 | Time: 1692.69 ms [2021-05-12 09:35:47 main:574] : INFO : Epoch 1551 | loss: 0.0309166 | val_loss: 0.0313377 | Time: 1684 ms [2021-05-12 09:35:49 main:574] : INFO : Epoch 1552 | loss: 0.030927 | val_loss: 0.0314057 | Time: 1727.06 ms [2021-05-12 09:35:50 main:574] : INFO : Epoch 1553 | loss: 0.0309268 | val_loss: 0.0313543 | Time: 1691.62 ms [2021-05-12 09:35:52 main:574] : INFO : Epoch 1554 | loss: 0.0309195 | val_loss: 0.0313994 | Time: 1713.91 ms [2021-05-12 09:35:54 main:574] : INFO : Epoch 1555 | loss: 0.0309186 | val_loss: 0.0314109 | Time: 1723.37 ms [2021-05-12 09:35:56 main:574] : INFO : Epoch 1556 | loss: 0.0309109 | val_loss: 0.0313776 | Time: 1689.68 ms [2021-05-12 09:35:57 main:574] : INFO : Epoch 1557 | loss: 0.0309062 | val_loss: 0.0313654 | Time: 1672.26 ms [2021-05-12 09:35:59 main:574] : INFO : Epoch 1558 | loss: 0.0309119 | val_loss: 0.0313732 | Time: 1700.95 ms [2021-05-12 09:36:01 main:574] : INFO : Epoch 1559 | loss: 0.030916 | val_loss: 0.0313914 | Time: 1714.51 ms [2021-05-12 09:36:03 main:574] : INFO : Epoch 1560 | loss: 0.0309146 | val_loss: 0.0313825 | Time: 1693.94 ms [2021-05-12 09:36:04 main:574] : INFO : Epoch 1561 | loss: 0.030916 | val_loss: 0.0313706 | Time: 1695.62 ms [2021-05-12 09:36:06 main:574] : INFO : Epoch 1562 | loss: 0.0309134 | val_loss: 0.0314407 | Time: 1686 ms [2021-05-12 09:36:08 main:574] : INFO : Epoch 1563 | loss: 0.0309177 | val_loss: 0.0313624 | Time: 1698.06 ms [2021-05-12 09:36:10 main:574] : INFO : Epoch 1564 | loss: 0.0309221 | val_loss: 0.0313885 | Time: 1689.57 ms [2021-05-12 09:36:11 main:574] : INFO : Epoch 1565 | loss: 0.0309164 | val_loss: 0.0313768 | Time: 1691.92 ms [2021-05-12 09:36:13 main:574] : INFO : Epoch 1566 | loss: 0.0309129 | val_loss: 0.0314022 | Time: 1713.51 ms [2021-05-12 09:36:15 main:574] : INFO : Epoch 1567 | loss: 0.0309101 | val_loss: 0.0313925 | Time: 1705.61 ms [2021-05-12 09:36:17 main:574] : INFO : Epoch 1568 | loss: 0.0309073 | val_loss: 0.0313476 | Time: 1676.76 ms [2021-05-12 09:36:18 main:574] : INFO : Epoch 1569 | loss: 0.0309124 | val_loss: 0.0313982 | Time: 1733.89 ms [2021-05-12 09:36:20 main:574] : INFO : Epoch 1570 | loss: 0.030939 | val_loss: 0.0313869 | Time: 1719.98 ms [2021-05-12 09:36:22 main:574] : INFO : Epoch 1571 | loss: 0.030911 | val_loss: 0.0313822 | Time: 1724.91 ms [2021-05-12 09:36:24 main:574] : INFO : Epoch 1572 | loss: 0.0309042 | val_loss: 0.0313954 | Time: 1696.51 ms [2021-05-12 09:36:25 main:574] : INFO : Epoch 1573 | loss: 0.0309173 | val_loss: 0.0313786 | Time: 1695.74 ms [2021-05-12 09:36:27 main:574] : INFO : Epoch 1574 | loss: 0.0309264 | val_loss: 0.0313941 | Time: 1671.45 ms [2021-05-12 09:36:29 main:574] : INFO : Epoch 1575 | loss: 0.0309221 | val_loss: 0.0314083 | Time: 1698.95 ms [2021-05-12 09:36:31 main:574] : INFO : Epoch 1576 | loss: 0.0309136 | val_loss: 0.0313888 | Time: 1706.07 ms [2021-05-12 09:36:32 main:574] : INFO : Epoch 1577 | loss: 0.0309115 | val_loss: 0.0313838 | Time: 1720.17 ms [2021-05-12 09:36:34 main:574] : INFO : Epoch 1578 | loss: 0.030922 | val_loss: 0.03136 | Time: 1694.62 ms [2021-05-12 09:36:36 main:574] : INFO : Epoch 1579 | loss: 0.0309291 | val_loss: 0.0314095 | Time: 1660.24 ms [2021-05-12 09:36:38 main:574] : INFO : Epoch 1580 | loss: 0.0309177 | val_loss: 0.0313669 | Time: 1673.37 ms [2021-05-12 09:36:39 main:574] : INFO : Epoch 1581 | loss: 0.0309132 | val_loss: 0.0313689 | Time: 1694.07 ms [2021-05-12 09:36:41 main:574] : INFO : Epoch 1582 | loss: 0.0309126 | val_loss: 0.0314081 | Time: 1709.63 ms [2021-05-12 09:36:43 main:574] : INFO : Epoch 1583 | loss: 0.030912 | val_loss: 0.0313917 | Time: 1708.45 ms [2021-05-12 09:36:45 main:574] : INFO : Epoch 1584 | loss: 0.0309165 | val_loss: 0.0313503 | Time: 1709.27 ms [2021-05-12 09:36:46 main:574] : INFO : Epoch 1585 | loss: 0.03093 | val_loss: 0.0314033 | Time: 1674.88 ms [2021-05-12 09:36:48 main:574] : INFO : Epoch 1586 | loss: 0.0309197 | val_loss: 0.0313624 | Time: 1711.06 ms [2021-05-12 09:36:50 main:574] : INFO : Epoch 1587 | loss: 0.0309164 | val_loss: 0.0313608 | Time: 1701.68 ms [2021-05-12 09:36:52 main:574] : INFO : Epoch 1588 | loss: 0.0309145 | val_loss: 0.0314097 | Time: 1699.77 ms [2021-05-12 09:36:53 main:574] : INFO : Epoch 1589 | loss: 0.0309142 | val_loss: 0.0313739 | Time: 1691.84 ms [2021-05-12 09:36:55 main:574] : INFO : Epoch 1590 | loss: 0.0309131 | val_loss: 0.031381 | Time: 1728.27 ms [2021-05-12 09:36:57 main:574] : INFO : Epoch 1591 | loss: 0.0309175 | val_loss: 0.0313154 | Time: 1665.2 ms [2021-05-12 09:36:59 main:574] : INFO : Epoch 1592 | loss: 0.0309228 | val_loss: 0.0313903 | Time: 1685.1 ms [2021-05-12 09:37:00 main:574] : INFO : Epoch 1593 | loss: 0.0309286 | val_loss: 0.0314335 | Time: 1699.69 ms [2021-05-12 09:37:02 main:574] : INFO : Epoch 1594 | loss: 0.0309305 | val_loss: 0.0313504 | Time: 1700.58 ms [2021-05-12 09:37:04 main:574] : INFO : Epoch 1595 | loss: 0.0309183 | val_loss: 0.0314285 | Time: 1711.08 ms [2021-05-12 09:37:06 main:574] : INFO : Epoch 1596 | loss: 0.030921 | val_loss: 0.0313285 | Time: 1707.23 ms [2021-05-12 09:37:07 main:574] : INFO : Epoch 1597 | loss: 0.0309666 | val_loss: 0.0312784 | Time: 1665.74 ms [2021-05-12 09:37:09 main:574] : INFO : Epoch 1598 | loss: 0.0310028 | val_loss: 0.0313242 | Time: 1700.24 ms [2021-05-12 09:37:11 main:574] : INFO : Epoch 1599 | loss: 0.0309542 | val_loss: 0.0313614 | Time: 1708.69 ms [2021-05-12 09:37:13 main:574] : INFO : Epoch 1600 | loss: 0.0309252 | val_loss: 0.0314201 | Time: 1743.9 ms [2021-05-12 09:37:14 main:574] : INFO : Epoch 1601 | loss: 0.0309141 | val_loss: 0.0313915 | Time: 1692.54 ms [2021-05-12 09:37:16 main:574] : INFO : Epoch 1602 | loss: 0.0309159 | val_loss: 0.0313885 | Time: 1684.58 ms [2021-05-12 09:37:18 main:574] : INFO : Epoch 1603 | loss: 0.0309076 | val_loss: 0.0313653 | Time: 1697.62 ms [2021-05-12 09:37:20 main:574] : INFO : Epoch 1604 | loss: 0.0309143 | val_loss: 0.031396 | Time: 1723.84 ms [2021-05-12 09:37:21 main:574] : INFO : Epoch 1605 | loss: 0.0309176 | val_loss: 0.0313918 | Time: 1724.66 ms [2021-05-12 09:37:23 main:574] : INFO : Epoch 1606 | loss: 0.0309283 | val_loss: 0.0313369 | Time: 1686.39 ms [2021-05-12 09:37:25 main:574] : INFO : Epoch 1607 | loss: 0.0309199 | val_loss: 0.0314136 | Time: 1719.59 ms [2021-05-12 09:37:27 main:574] : INFO : Epoch 1608 | loss: 0.0309078 | val_loss: 0.0314051 | Time: 1664.41 ms [2021-05-12 09:37:28 main:574] : INFO : Epoch 1609 | loss: 0.030904 | val_loss: 0.0313889 | Time: 1728.79 ms [2021-05-12 09:37:30 main:574] : INFO : Epoch 1610 | loss: 0.0309134 | val_loss: 0.0313818 | Time: 1723.2 ms [2021-05-12 09:37:32 main:574] : INFO : Epoch 1611 | loss: 0.0309365 | val_loss: 0.0313976 | Time: 1692.96 ms [2021-05-12 09:37:34 main:574] : INFO : Epoch 1612 | loss: 0.0309221 | val_loss: 0.0313678 | Time: 1696.71 ms [2021-05-12 09:37:35 main:574] : INFO : Epoch 1613 | loss: 0.0309108 | val_loss: 0.0313896 | Time: 1699.73 ms [2021-05-12 09:37:37 main:574] : INFO : Epoch 1614 | loss: 0.0309092 | val_loss: 0.0314306 | Time: 1662.81 ms [2021-05-12 09:37:39 main:574] : INFO : Epoch 1615 | loss: 0.0309143 | val_loss: 0.0313449 | Time: 1698.3 ms [2021-05-12 09:37:41 main:574] : INFO : Epoch 1616 | loss: 0.0309092 | val_loss: 0.031358 | Time: 1711.4 ms [2021-05-12 09:37:42 main:574] : INFO : Epoch 1617 | loss: 0.03092 | val_loss: 0.031399 | Time: 1710.25 ms [2021-05-12 09:37:44 main:574] : INFO : Epoch 1618 | loss: 0.0309123 | val_loss: 0.0314155 | Time: 1702.1 ms [2021-05-12 09:37:46 main:574] : INFO : Epoch 1619 | loss: 0.0309202 | val_loss: 0.0313801 | Time: 1683.13 ms [2021-05-12 09:37:48 main:574] : INFO : Epoch 1620 | loss: 0.030913 | val_loss: 0.031387 | Time: 1688.33 ms [2021-05-12 09:37:49 main:574] : INFO : Epoch 1621 | loss: 0.0309137 | val_loss: 0.0313738 | Time: 1716.71 ms [2021-05-12 09:37:51 main:574] : INFO : Epoch 1622 | loss: 0.030925 | val_loss: 0.0313722 | Time: 1683.57 ms [2021-05-12 09:37:53 main:574] : INFO : Epoch 1623 | loss: 0.0309211 | val_loss: 0.0313562 | Time: 1689.79 ms [2021-05-12 09:37:55 main:574] : INFO : Epoch 1624 | loss: 0.030918 | val_loss: 0.0314276 | Time: 1694.64 ms [2021-05-12 09:37:56 main:574] : INFO : Epoch 1625 | loss: 0.0309244 | val_loss: 0.031324 | Time: 1650.46 ms [2021-05-12 09:37:58 main:574] : INFO : Epoch 1626 | loss: 0.0309261 | val_loss: 0.0313397 | Time: 1684.02 ms [2021-05-12 09:38:00 main:574] : INFO : Epoch 1627 | loss: 0.0309291 | val_loss: 0.0313997 | Time: 1718.17 ms [2021-05-12 09:38:02 main:574] : INFO : Epoch 1628 | loss: 0.03093 | val_loss: 0.0313318 | Time: 1710.87 ms [2021-05-12 09:38:03 main:574] : INFO : Epoch 1629 | loss: 0.0309573 | val_loss: 0.0313839 | Time: 1717.54 ms [2021-05-12 09:38:05 main:574] : INFO : Epoch 1630 | loss: 0.0309324 | val_loss: 0.0313676 | Time: 1716.5 ms [2021-05-12 09:38:07 main:574] : INFO : Epoch 1631 | loss: 0.0309186 | val_loss: 0.0313768 | Time: 1680.95 ms [2021-05-12 09:38:09 main:574] : INFO : Epoch 1632 | loss: 0.0309143 | val_loss: 0.0313926 | Time: 1726.1 ms [2021-05-12 09:38:10 main:574] : INFO : Epoch 1633 | loss: 0.030919 | val_loss: 0.031387 | Time: 1708.24 ms [2021-05-12 09:38:12 main:574] : INFO : Epoch 1634 | loss: 0.0309259 | val_loss: 0.0313643 | Time: 1704.3 ms [2021-05-12 09:38:14 main:574] : INFO : Epoch 1635 | loss: 0.0309183 | val_loss: 0.0313867 | Time: 1693.39 ms [2021-05-12 09:38:16 main:574] : INFO : Epoch 1636 | loss: 0.0309167 | val_loss: 0.0313729 | Time: 1685.93 ms [2021-05-12 09:38:17 main:574] : INFO : Epoch 1637 | loss: 0.0309137 | val_loss: 0.0313671 | Time: 1698.52 ms [2021-05-12 09:38:19 main:574] : INFO : Epoch 1638 | loss: 0.030916 | val_loss: 0.0313891 | Time: 1692.67 ms [2021-05-12 09:38:21 main:574] : INFO : Epoch 1639 | loss: 0.0309175 | val_loss: 0.031377 | Time: 1704.41 ms [2021-05-12 09:38:23 main:574] : INFO : Epoch 1640 | loss: 0.0309141 | val_loss: 0.0313902 | Time: 1702.86 ms [2021-05-12 09:38:24 main:574] : INFO : Epoch 1641 | loss: 0.0309179 | val_loss: 0.0313582 | Time: 1732.47 ms [2021-05-12 09:38:26 main:574] : INFO : Epoch 1642 | loss: 0.0309018 | val_loss: 0.0313893 | Time: 1681.36 ms [2021-05-12 09:38:28 main:574] : INFO : Epoch 1643 | loss: 0.0309124 | val_loss: 0.0313794 | Time: 1718.17 ms [2021-05-12 09:38:30 main:574] : INFO : Epoch 1644 | loss: 0.0309168 | val_loss: 0.031391 | Time: 1733.55 ms [2021-05-12 09:38:31 main:574] : INFO : Epoch 1645 | loss: 0.0309163 | val_loss: 0.0313716 | Time: 1686.46 ms [2021-05-12 09:38:33 main:574] : INFO : Epoch 1646 | loss: 0.0309157 | val_loss: 0.0314059 | Time: 1692.21 ms [2021-05-12 09:38:35 main:574] : INFO : Epoch 1647 | loss: 0.0309228 | val_loss: 0.0313229 | Time: 1718.69 ms [2021-05-12 09:38:37 main:574] : INFO : Epoch 1648 | loss: 0.0309226 | val_loss: 0.0313791 | Time: 1660.31 ms [2021-05-12 09:38:38 main:574] : INFO : Epoch 1649 | loss: 0.0309102 | val_loss: 0.0314044 | Time: 1728.11 ms [2021-05-12 09:38:40 main:574] : INFO : Epoch 1650 | loss: 0.0309201 | val_loss: 0.0313328 | Time: 1686.98 ms [2021-05-12 09:38:42 main:574] : INFO : Epoch 1651 | loss: 0.0309234 | val_loss: 0.0313782 | Time: 1682.4 ms [2021-05-12 09:38:44 main:574] : INFO : Epoch 1652 | loss: 0.0309229 | val_loss: 0.031376 | Time: 1717.1 ms [2021-05-12 09:38:45 main:574] : INFO : Epoch 1653 | loss: 0.0309226 | val_loss: 0.0313604 | Time: 1745.27 ms [2021-05-12 09:38:47 main:574] : INFO : Epoch 1654 | loss: 0.0309146 | val_loss: 0.0313889 | Time: 1695.53 ms [2021-05-12 09:38:49 main:574] : INFO : Epoch 1655 | loss: 0.0309164 | val_loss: 0.031367 | Time: 1693.3 ms [2021-05-12 09:38:51 main:574] : INFO : Epoch 1656 | loss: 0.0309159 | val_loss: 0.0314227 | Time: 1722.95 ms [2021-05-12 09:38:52 main:574] : INFO : Epoch 1657 | loss: 0.0309222 | val_loss: 0.0313191 | Time: 1726.21 ms [2021-05-12 09:38:54 main:574] : INFO : Epoch 1658 | loss: 0.0309155 | val_loss: 0.0313663 | Time: 1686.13 ms [2021-05-12 09:38:56 main:574] : INFO : Epoch 1659 | loss: 0.0309153 | val_loss: 0.0313861 | Time: 1686.06 ms [2021-05-12 09:38:58 main:574] : INFO : Epoch 1660 | loss: 0.0309146 | val_loss: 0.0313795 | Time: 1687.05 ms [2021-05-12 09:38:59 main:574] : INFO : Epoch 1661 | loss: 0.0309246 | val_loss: 0.0313571 | Time: 1707.49 ms [2021-05-12 09:39:01 main:574] : INFO : Epoch 1662 | loss: 0.030925 | val_loss: 0.0314011 | Time: 1730.89 ms [2021-05-12 09:39:03 main:574] : INFO : Epoch 1663 | loss: 0.0309174 | val_loss: 0.0313336 | Time: 1731.33 ms [2021-05-12 09:39:05 main:574] : INFO : Epoch 1664 | loss: 0.0309177 | val_loss: 0.0314378 | Time: 1696.17 ms [2021-05-12 09:39:07 main:574] : INFO : Epoch 1665 | loss: 0.0309139 | val_loss: 0.031345 | Time: 1667.64 ms [2021-05-12 09:39:08 main:574] : INFO : Epoch 1666 | loss: 0.0309143 | val_loss: 0.031375 | Time: 1711.33 ms [2021-05-12 09:39:10 main:574] : INFO : Epoch 1667 | loss: 0.0309229 | val_loss: 0.0313949 | Time: 1691.06 ms [2021-05-12 09:39:12 main:574] : INFO : Epoch 1668 | loss: 0.0309202 | val_loss: 0.0313541 | Time: 1720.24 ms [2021-05-12 09:39:14 main:574] : INFO : Epoch 1669 | loss: 0.0309196 | val_loss: 0.0314235 | Time: 1736.59 ms [2021-05-12 09:39:15 main:574] : INFO : Epoch 1670 | loss: 0.03092 | val_loss: 0.0313366 | Time: 1697.97 ms [2021-05-12 09:39:17 main:574] : INFO : Epoch 1671 | loss: 0.0309242 | val_loss: 0.0313773 | Time: 1689.76 ms [2021-05-12 09:39:19 main:574] : INFO : Epoch 1672 | loss: 0.030919 | val_loss: 0.0313959 | Time: 1728.16 ms [2021-05-12 09:39:21 main:574] : INFO : Epoch 1673 | loss: 0.0309142 | val_loss: 0.0313662 | Time: 1692.58 ms [2021-05-12 09:39:22 main:574] : INFO : Epoch 1674 | loss: 0.0309156 | val_loss: 0.0313916 | Time: 1689.8 ms [2021-05-12 09:39:24 main:574] : INFO : Epoch 1675 | loss: 0.0309169 | val_loss: 0.0313866 | Time: 1685.05 ms [2021-05-12 09:39:26 main:574] : INFO : Epoch 1676 | loss: 0.0309149 | val_loss: 0.0313818 | Time: 1663.67 ms [2021-05-12 09:39:28 main:574] : INFO : Epoch 1677 | loss: 0.0309161 | val_loss: 0.0313677 | Time: 1667.87 ms [2021-05-12 09:39:29 main:574] : INFO : Epoch 1678 | loss: 0.0309189 | val_loss: 0.0313687 | Time: 1699.64 ms [2021-05-12 09:39:31 main:574] : INFO : Epoch 1679 | loss: 0.0309167 | val_loss: 0.0313401 | Time: 1692.94 ms [2021-05-12 09:39:33 main:574] : INFO : Epoch 1680 | loss: 0.0309172 | val_loss: 0.0313623 | Time: 1684.24 ms [2021-05-12 09:39:35 main:574] : INFO : Epoch 1681 | loss: 0.0309208 | val_loss: 0.0314174 | Time: 1701.08 ms [2021-05-12 09:39:36 main:574] : INFO : Epoch 1682 | loss: 0.0309174 | val_loss: 0.0313393 | Time: 1652.77 ms [2021-05-12 09:39:38 main:574] : INFO : Epoch 1683 | loss: 0.0309217 | val_loss: 0.0314167 | Time: 1692.44 ms [2021-05-12 09:39:40 main:574] : INFO : Epoch 1684 | loss: 0.0309164 | val_loss: 0.0313799 | Time: 1709.84 ms [2021-05-12 09:39:41 main:574] : INFO : Epoch 1685 | loss: 0.0309105 | val_loss: 0.0313751 | Time: 1701.59 ms [2021-05-12 09:39:43 main:574] : INFO : Epoch 1686 | loss: 0.0309157 | val_loss: 0.0313517 | Time: 1701.37 ms [2021-05-12 09:39:45 main:574] : INFO : Epoch 1687 | loss: 0.0309316 | val_loss: 0.031325 | Time: 1692.36 ms [2021-05-12 09:39:47 main:574] : INFO : Epoch 1688 | loss: 0.0309274 | val_loss: 0.0313886 | Time: 1661.2 ms [2021-05-12 09:39:48 main:574] : INFO : Epoch 1689 | loss: 0.0309165 | val_loss: 0.0313671 | Time: 1688.73 ms [2021-05-12 09:39:50 main:574] : INFO : Epoch 1690 | loss: 0.0309069 | val_loss: 0.0313754 | Time: 1715.23 ms [2021-05-12 09:39:52 main:574] : INFO : Epoch 1691 | loss: 0.0309212 | val_loss: 0.0313446 | Time: 1692.16 ms [2021-05-12 09:39:54 main:574] : INFO : Epoch 1692 | loss: 0.0309424 | val_loss: 0.0314104 | Time: 1714.1 ms [2021-05-12 09:39:55 main:574] : INFO : Epoch 1693 | loss: 0.0309316 | val_loss: 0.0314299 | Time: 1708.68 ms [2021-05-12 09:39:57 main:574] : INFO : Epoch 1694 | loss: 0.0309111 | val_loss: 0.0313612 | Time: 1676.46 ms [2021-05-12 09:39:59 main:574] : INFO : Epoch 1695 | loss: 0.030918 | val_loss: 0.0314193 | Time: 1711.82 ms [2021-05-12 09:40:01 main:574] : INFO : Epoch 1696 | loss: 0.0309271 | val_loss: 0.0314017 | Time: 1719.01 ms [2021-05-12 09:40:02 main:574] : INFO : Epoch 1697 | loss: 0.0309279 | val_loss: 0.0313387 | Time: 1709.82 ms [2021-05-12 09:40:04 main:574] : INFO : Epoch 1698 | loss: 0.0309128 | val_loss: 0.0313871 | Time: 1690.76 ms [2021-05-12 09:40:06 main:574] : INFO : Epoch 1699 | loss: 0.0309128 | val_loss: 0.0313614 | Time: 1689.52 ms [2021-05-12 09:40:08 main:574] : INFO : Epoch 1700 | loss: 0.0309172 | val_loss: 0.0313517 | Time: 1691.37 ms [2021-05-12 09:40:09 main:574] : INFO : Epoch 1701 | loss: 0.0309297 | val_loss: 0.0314197 | Time: 1699.09 ms [2021-05-12 09:40:11 main:574] : INFO : Epoch 1702 | loss: 0.0309257 | val_loss: 0.0313739 | Time: 1711.2 ms [2021-05-12 09:40:13 main:574] : INFO : Epoch 1703 | loss: 0.0309142 | val_loss: 0.0313708 | Time: 1700.16 ms [2021-05-12 09:40:15 main:574] : INFO : Epoch 1704 | loss: 0.0309139 | val_loss: 0.0313919 | Time: 1737.61 ms [2021-05-12 09:40:17 main:574] : INFO : Epoch 1705 | loss: 0.030915 | val_loss: 0.0313539 | Time: 1663.2 ms [2021-05-12 09:40:18 main:574] : INFO : Epoch 1706 | loss: 0.030909 | val_loss: 0.0314173 | Time: 1709.71 ms [2021-05-12 09:40:20 main:574] : INFO : Epoch 1707 | loss: 0.0309172 | val_loss: 0.031335 | Time: 1710.46 ms [2021-05-12 09:40:22 main:574] : INFO : Epoch 1708 | loss: 0.0309302 | val_loss: 0.0314059 | Time: 1713.8 ms [2021-05-12 09:40:24 main:574] : INFO : Epoch 1709 | loss: 0.0309247 | val_loss: 0.031359 | Time: 1698.58 ms [2021-05-12 09:40:25 main:574] : INFO : Epoch 1710 | loss: 0.0309227 | val_loss: 0.0314199 | Time: 1712.1 ms [2021-05-12 09:40:27 main:574] : INFO : Epoch 1711 | loss: 0.0309114 | val_loss: 0.0313699 | Time: 1693.37 ms [2021-05-12 09:40:29 main:574] : INFO : Epoch 1712 | loss: 0.0309115 | val_loss: 0.0314102 | Time: 1740.08 ms [2021-05-12 09:40:31 main:574] : INFO : Epoch 1713 | loss: 0.030924 | val_loss: 0.0314008 | Time: 1701.59 ms [2021-05-12 09:40:32 main:574] : INFO : Epoch 1714 | loss: 0.0309247 | val_loss: 0.0313571 | Time: 1709.72 ms [2021-05-12 09:40:34 main:574] : INFO : Epoch 1715 | loss: 0.0309345 | val_loss: 0.0313622 | Time: 1703.58 ms [2021-05-12 09:40:36 main:574] : INFO : Epoch 1716 | loss: 0.0309313 | val_loss: 0.0314002 | Time: 1672.6 ms [2021-05-12 09:40:38 main:574] : INFO : Epoch 1717 | loss: 0.0309208 | val_loss: 0.0313599 | Time: 1668.38 ms [2021-05-12 09:40:39 main:574] : INFO : Epoch 1718 | loss: 0.0309144 | val_loss: 0.0314154 | Time: 1700.89 ms [2021-05-12 09:40:41 main:574] : INFO : Epoch 1719 | loss: 0.0309199 | val_loss: 0.0313016 | Time: 1715.91 ms [2021-05-12 09:40:43 main:574] : INFO : Epoch 1720 | loss: 0.0309221 | val_loss: 0.0314475 | Time: 1713.54 ms [2021-05-12 09:40:45 main:574] : INFO : Epoch 1721 | loss: 0.0309063 | val_loss: 0.0314015 | Time: 1697.72 ms [2021-05-12 09:40:46 main:574] : INFO : Epoch 1722 | loss: 0.0309052 | val_loss: 0.0313815 | Time: 1673.6 ms [2021-05-12 09:40:48 main:574] : INFO : Epoch 1723 | loss: 0.0309013 | val_loss: 0.0314028 | Time: 1714.94 ms [2021-05-12 09:40:50 main:574] : INFO : Epoch 1724 | loss: 0.0309149 | val_loss: 0.0313769 | Time: 1711.39 ms [2021-05-12 09:40:52 main:574] : INFO : Epoch 1725 | loss: 0.0309164 | val_loss: 0.0313757 | Time: 1721.91 ms [2021-05-12 09:40:53 main:574] : INFO : Epoch 1726 | loss: 0.0309125 | val_loss: 0.0313673 | Time: 1679.98 ms [2021-05-12 09:40:55 main:574] : INFO : Epoch 1727 | loss: 0.0309193 | val_loss: 0.0314019 | Time: 1702.49 ms [2021-05-12 09:40:57 main:574] : INFO : Epoch 1728 | loss: 0.0309161 | val_loss: 0.0314027 | Time: 1665.48 ms [2021-05-12 09:40:59 main:574] : INFO : Epoch 1729 | loss: 0.0309071 | val_loss: 0.0313751 | Time: 1716.77 ms [2021-05-12 09:41:00 main:574] : INFO : Epoch 1730 | loss: 0.0309186 | val_loss: 0.0314094 | Time: 1706.52 ms [2021-05-12 09:41:02 main:574] : INFO : Epoch 1731 | loss: 0.030913 | val_loss: 0.0313377 | Time: 1716.52 ms [2021-05-12 09:41:04 main:574] : INFO : Epoch 1732 | loss: 0.0309194 | val_loss: 0.0314148 | Time: 1710.54 ms [2021-05-12 09:41:06 main:574] : INFO : Epoch 1733 | loss: 0.0309035 | val_loss: 0.0313621 | Time: 1718.75 ms [2021-05-12 09:41:07 main:574] : INFO : Epoch 1734 | loss: 0.0309197 | val_loss: 0.0313943 | Time: 1688.99 ms [2021-05-12 09:41:09 main:574] : INFO : Epoch 1735 | loss: 0.0309211 | val_loss: 0.0313401 | Time: 1716.38 ms [2021-05-12 09:41:11 main:574] : INFO : Epoch 1736 | loss: 0.0309203 | val_loss: 0.0313478 | Time: 1691.84 ms [2021-05-12 09:41:13 main:574] : INFO : Epoch 1737 | loss: 0.0309242 | val_loss: 0.0313939 | Time: 1686.61 ms [2021-05-12 09:41:14 main:574] : INFO : Epoch 1738 | loss: 0.0309194 | val_loss: 0.0314036 | Time: 1706.23 ms [2021-05-12 09:41:16 main:574] : INFO : Epoch 1739 | loss: 0.0309237 | val_loss: 0.0313693 | Time: 1680.67 ms [2021-05-12 09:41:18 main:574] : INFO : Epoch 1740 | loss: 0.0309225 | val_loss: 0.03141 | Time: 1698.51 ms [2021-05-12 09:41:20 main:574] : INFO : Epoch 1741 | loss: 0.0309221 | val_loss: 0.0313714 | Time: 1716.51 ms [2021-05-12 09:41:21 main:574] : INFO : Epoch 1742 | loss: 0.0309216 | val_loss: 0.0313403 | Time: 1722.16 ms [2021-05-12 09:41:23 main:574] : INFO : Epoch 1743 | loss: 0.030917 | val_loss: 0.0314076 | Time: 1690 ms [2021-05-12 09:41:25 main:574] : INFO : Epoch 1744 | loss: 0.0309065 | val_loss: 0.0313759 | Time: 1730.26 ms [2021-05-12 09:41:27 main:574] : INFO : Epoch 1745 | loss: 0.030906 | val_loss: 0.0313777 | Time: 1660.52 ms [2021-05-12 09:41:28 main:574] : INFO : Epoch 1746 | loss: 0.0309172 | val_loss: 0.0313861 | Time: 1688.17 ms [2021-05-12 09:41:30 main:574] : INFO : Epoch 1747 | loss: 0.0309098 | val_loss: 0.031367 | Time: 1721.4 ms [2021-05-12 09:41:32 main:574] : INFO : Epoch 1748 | loss: 0.0309066 | val_loss: 0.0313723 | Time: 1689.9 ms [2021-05-12 09:41:34 main:574] : INFO : Epoch 1749 | loss: 0.0309052 | val_loss: 0.0313965 | Time: 1722.01 ms [2021-05-12 09:41:35 main:574] : INFO : Epoch 1750 | loss: 0.0309106 | val_loss: 0.0313889 | Time: 1700.16 ms [2021-05-12 09:41:37 main:574] : INFO : Epoch 1751 | loss: 0.0309154 | val_loss: 0.0313839 | Time: 1684.24 ms [2021-05-12 09:41:39 main:574] : INFO : Epoch 1752 | loss: 0.0309183 | val_loss: 0.0314289 | Time: 1705.59 ms [2021-05-12 09:41:41 main:574] : INFO : Epoch 1753 | loss: 0.0309182 | val_loss: 0.0313925 | Time: 1722.97 ms [2021-05-12 09:41:42 main:574] : INFO : Epoch 1754 | loss: 0.0309191 | val_loss: 0.0313638 | Time: 1706.18 ms [2021-05-12 09:41:44 main:574] : INFO : Epoch 1755 | loss: 0.03091 | val_loss: 0.0313667 | Time: 1710.14 ms [2021-05-12 09:41:46 main:574] : INFO : Epoch 1756 | loss: 0.0309167 | val_loss: 0.0313941 | Time: 1688.45 ms [2021-05-12 09:41:48 main:574] : INFO : Epoch 1757 | loss: 0.0309105 | val_loss: 0.0313816 | Time: 1681.54 ms [2021-05-12 09:41:49 main:574] : INFO : Epoch 1758 | loss: 0.0309113 | val_loss: 0.0313983 | Time: 1707.25 ms [2021-05-12 09:41:51 main:574] : INFO : Epoch 1759 | loss: 0.0309202 | val_loss: 0.0314195 | Time: 1691.62 ms [2021-05-12 09:41:53 main:574] : INFO : Epoch 1760 | loss: 0.030917 | val_loss: 0.031365 | Time: 1739.07 ms [2021-05-12 09:41:55 main:574] : INFO : Epoch 1761 | loss: 0.0309186 | val_loss: 0.031346 | Time: 1702.19 ms [2021-05-12 09:41:56 main:574] : INFO : Epoch 1762 | loss: 0.0309172 | val_loss: 0.031406 | Time: 1672.38 ms [2021-05-12 09:41:58 main:574] : INFO : Epoch 1763 | loss: 0.0309167 | val_loss: 0.0313924 | Time: 1708.86 ms [2021-05-12 09:42:00 main:574] : INFO : Epoch 1764 | loss: 0.0309215 | val_loss: 0.0313258 | Time: 1697.8 ms [2021-05-12 09:42:02 main:574] : INFO : Epoch 1765 | loss: 0.0309152 | val_loss: 0.0313848 | Time: 1718.68 ms [2021-05-12 09:42:03 main:574] : INFO : Epoch 1766 | loss: 0.0309109 | val_loss: 0.0314167 | Time: 1691.35 ms [2021-05-12 09:42:05 main:574] : INFO : Epoch 1767 | loss: 0.0309258 | val_loss: 0.0313112 | Time: 1705.04 ms [2021-05-12 09:42:07 main:574] : INFO : Epoch 1768 | loss: 0.0309245 | val_loss: 0.0314186 | Time: 1673.97 ms [2021-05-12 09:42:09 main:574] : INFO : Epoch 1769 | loss: 0.0309127 | val_loss: 0.0313816 | Time: 1730.34 ms [2021-05-12 09:42:10 main:574] : INFO : Epoch 1770 | loss: 0.0309162 | val_loss: 0.0313818 | Time: 1693.64 ms [2021-05-12 09:42:12 main:574] : INFO : Epoch 1771 | loss: 0.0309208 | val_loss: 0.0313962 | Time: 1698.29 ms [2021-05-12 09:42:14 main:574] : INFO : Epoch 1772 | loss: 0.0309195 | val_loss: 0.0313582 | Time: 1707.91 ms [2021-05-12 09:42:16 main:574] : INFO : Epoch 1773 | loss: 0.03093 | val_loss: 0.0313917 | Time: 1687.38 ms [2021-05-12 09:42:17 main:574] : INFO : Epoch 1774 | loss: 0.0309227 | val_loss: 0.0313989 | Time: 1690.78 ms [2021-05-12 09:42:19 main:574] : INFO : Epoch 1775 | loss: 0.0309131 | val_loss: 0.0313594 | Time: 1700.92 ms [2021-05-12 09:42:21 main:574] : INFO : Epoch 1776 | loss: 0.0309204 | val_loss: 0.0313827 | Time: 1716.04 ms [2021-05-12 09:42:23 main:574] : INFO : Epoch 1777 | loss: 0.0309243 | val_loss: 0.0314304 | Time: 1706.74 ms [2021-05-12 09:42:24 main:574] : INFO : Epoch 1778 | loss: 0.0309214 | val_loss: 0.0313521 | Time: 1707.77 ms [2021-05-12 09:42:26 main:574] : INFO : Epoch 1779 | loss: 0.0309175 | val_loss: 0.0313788 | Time: 1699.78 ms [2021-05-12 09:42:28 main:574] : INFO : Epoch 1780 | loss: 0.0309089 | val_loss: 0.0313851 | Time: 1714.18 ms [2021-05-12 09:42:30 main:574] : INFO : Epoch 1781 | loss: 0.0309158 | val_loss: 0.0313939 | Time: 1729.43 ms [2021-05-12 09:42:31 main:574] : INFO : Epoch 1782 | loss: 0.0309229 | val_loss: 0.0313434 | Time: 1698.6 ms [2021-05-12 09:42:33 main:574] : INFO : Epoch 1783 | loss: 0.0309276 | val_loss: 0.0313637 | Time: 1719.65 ms [2021-05-12 09:42:35 main:574] : INFO : Epoch 1784 | loss: 0.0309228 | val_loss: 0.0314232 | Time: 1730.46 ms [2021-05-12 09:42:37 main:574] : INFO : Epoch 1785 | loss: 0.0309205 | val_loss: 0.0313366 | Time: 1682.08 ms [2021-05-12 09:42:39 main:574] : INFO : Epoch 1786 | loss: 0.0309285 | val_loss: 0.0313339 | Time: 1716.2 ms [2021-05-12 09:42:40 main:574] : INFO : Epoch 1787 | loss: 0.0309125 | val_loss: 0.0314015 | Time: 1722.43 ms [2021-05-12 09:42:42 main:574] : INFO : Epoch 1788 | loss: 0.0309193 | val_loss: 0.0313876 | Time: 1708.12 ms [2021-05-12 09:42:44 main:574] : INFO : Epoch 1789 | loss: 0.0309182 | val_loss: 0.0314114 | Time: 1708.99 ms [2021-05-12 09:42:46 main:574] : INFO : Epoch 1790 | loss: 0.0309235 | val_loss: 0.0313815 | Time: 1715.3 ms [2021-05-12 09:42:47 main:574] : INFO : Epoch 1791 | loss: 0.0309306 | val_loss: 0.0313914 | Time: 1685.87 ms [2021-05-12 09:42:49 main:574] : INFO : Epoch 1792 | loss: 0.0309404 | val_loss: 0.0313512 | Time: 1712.11 ms [2021-05-12 09:42:51 main:574] : INFO : Epoch 1793 | loss: 0.0309305 | val_loss: 0.0313755 | Time: 1728.26 ms [2021-05-12 09:42:53 main:574] : INFO : Epoch 1794 | loss: 0.0309338 | val_loss: 0.0313953 | Time: 1693 ms [2021-05-12 09:42:54 main:574] : INFO : Epoch 1795 | loss: 0.0309248 | val_loss: 0.0313939 | Time: 1685.13 ms [2021-05-12 09:42:56 main:574] : INFO : Epoch 1796 | loss: 0.0309282 | val_loss: 0.0313643 | Time: 1675.74 ms [2021-05-12 09:42:58 main:574] : INFO : Epoch 1797 | loss: 0.0309115 | val_loss: 0.0313585 | Time: 1696.95 ms [2021-05-12 09:43:00 main:574] : INFO : Epoch 1798 | loss: 0.0309303 | val_loss: 0.031376 | Time: 1705.86 ms [2021-05-12 09:43:01 main:574] : INFO : Epoch 1799 | loss: 0.0309138 | val_loss: 0.0314041 | Time: 1709.46 ms [2021-05-12 09:43:03 main:574] : INFO : Epoch 1800 | loss: 0.0309093 | val_loss: 0.0313972 | Time: 1703.79 ms [2021-05-12 09:43:05 main:574] : INFO : Epoch 1801 | loss: 0.0309131 | val_loss: 0.0313674 | Time: 1704.12 ms [2021-05-12 09:43:07 main:574] : INFO : Epoch 1802 | loss: 0.0309152 | val_loss: 0.0313196 | Time: 1666.93 ms [2021-05-12 09:43:08 main:574] : INFO : Epoch 1803 | loss: 0.0309283 | val_loss: 0.031445 | Time: 1703.21 ms [2021-05-12 09:43:10 main:574] : INFO : Epoch 1804 | loss: 0.0309239 | val_loss: 0.0313621 | Time: 1698.12 ms [2021-05-12 09:43:12 main:574] : INFO : Epoch 1805 | loss: 0.03091 | val_loss: 0.0313891 | Time: 1699.68 ms [2021-05-12 09:43:14 main:574] : INFO : Epoch 1806 | loss: 0.0309128 | val_loss: 0.0313608 | Time: 1698.26 ms [2021-05-12 09:43:15 main:574] : INFO : Epoch 1807 | loss: 0.0309105 | val_loss: 0.0313893 | Time: 1698.18 ms [2021-05-12 09:43:17 main:574] : INFO : Epoch 1808 | loss: 0.0309087 | val_loss: 0.0313847 | Time: 1655.83 ms [2021-05-12 09:43:19 main:574] : INFO : Epoch 1809 | loss: 0.0309054 | val_loss: 0.0314288 | Time: 1717.18 ms [2021-05-12 09:43:21 main:574] : INFO : Epoch 1810 | loss: 0.0309104 | val_loss: 0.0312983 | Time: 1708.27 ms [2021-05-12 09:43:22 main:574] : INFO : Epoch 1811 | loss: 0.0309239 | val_loss: 0.0313792 | Time: 1694.99 ms [2021-05-12 09:43:24 main:574] : INFO : Epoch 1812 | loss: 0.0309169 | val_loss: 0.0313995 | Time: 1706.16 ms [2021-05-12 09:43:26 main:574] : INFO : Epoch 1813 | loss: 0.0309174 | val_loss: 0.031355 | Time: 1685.2 ms [2021-05-12 09:43:28 main:574] : INFO : Epoch 1814 | loss: 0.0309208 | val_loss: 0.0313671 | Time: 1705.51 ms [2021-05-12 09:43:29 main:574] : INFO : Epoch 1815 | loss: 0.0309095 | val_loss: 0.031355 | Time: 1702.64 ms [2021-05-12 09:43:31 main:574] : INFO : Epoch 1816 | loss: 0.0309096 | val_loss: 0.031373 | Time: 1703.39 ms [2021-05-12 09:43:33 main:574] : INFO : Epoch 1817 | loss: 0.0309125 | val_loss: 0.0314181 | Time: 1706.79 ms [2021-05-12 09:43:35 main:574] : INFO : Epoch 1818 | loss: 0.030911 | val_loss: 0.0313909 | Time: 1706.44 ms [2021-05-12 09:43:36 main:574] : INFO : Epoch 1819 | loss: 0.030919 | val_loss: 0.0313956 | Time: 1687.4 ms [2021-05-12 09:43:38 main:574] : INFO : Epoch 1820 | loss: 0.0309209 | val_loss: 0.0313619 | Time: 1691.81 ms [2021-05-12 09:43:40 main:574] : INFO : Epoch 1821 | loss: 0.0309161 | val_loss: 0.0313662 | Time: 1726.47 ms [2021-05-12 09:43:42 main:574] : INFO : Epoch 1822 | loss: 0.030912 | val_loss: 0.0313859 | Time: 1705.41 ms [2021-05-12 09:43:43 main:574] : INFO : Epoch 1823 | loss: 0.0309121 | val_loss: 0.031357 | Time: 1712.17 ms [2021-05-12 09:43:45 main:574] : INFO : Epoch 1824 | loss: 0.0309142 | val_loss: 0.0313925 | Time: 1711.48 ms [2021-05-12 09:43:47 main:574] : INFO : Epoch 1825 | loss: 0.0309186 | val_loss: 0.0313465 | Time: 1672 ms [2021-05-12 09:43:49 main:574] : INFO : Epoch 1826 | loss: 0.0309211 | val_loss: 0.031402 | Time: 1706.94 ms [2021-05-12 09:43:50 main:574] : INFO : Epoch 1827 | loss: 0.0309173 | val_loss: 0.0313574 | Time: 1690.94 ms [2021-05-12 09:43:52 main:574] : INFO : Epoch 1828 | loss: 0.0309283 | val_loss: 0.0313968 | Time: 1707.26 ms [2021-05-12 09:43:54 main:574] : INFO : Epoch 1829 | loss: 0.0309158 | val_loss: 0.0313411 | Time: 1706.35 ms [2021-05-12 09:43:56 main:574] : INFO : Epoch 1830 | loss: 0.0309086 | val_loss: 0.0313747 | Time: 1694.42 ms [2021-05-12 09:43:57 main:574] : INFO : Epoch 1831 | loss: 0.0309122 | val_loss: 0.0314206 | Time: 1677.32 ms [2021-05-12 09:43:59 main:574] : INFO : Epoch 1832 | loss: 0.0309129 | val_loss: 0.0314036 | Time: 1714.55 ms [2021-05-12 09:44:01 main:574] : INFO : Epoch 1833 | loss: 0.0309371 | val_loss: 0.0313815 | Time: 1707.2 ms [2021-05-12 09:44:03 main:574] : INFO : Epoch 1834 | loss: 0.0309295 | val_loss: 0.0313818 | Time: 1713.11 ms [2021-05-12 09:44:04 main:574] : INFO : Epoch 1835 | loss: 0.0309184 | val_loss: 0.0313551 | Time: 1704.18 ms [2021-05-12 09:44:06 main:574] : INFO : Epoch 1836 | loss: 0.0309252 | val_loss: 0.0313636 | Time: 1690.76 ms [2021-05-12 09:44:08 main:574] : INFO : Epoch 1837 | loss: 0.0309258 | val_loss: 0.0314003 | Time: 1712.08 ms [2021-05-12 09:44:10 main:574] : INFO : Epoch 1838 | loss: 0.0309134 | val_loss: 0.0314351 | Time: 1719.64 ms [2021-05-12 09:44:11 main:574] : INFO : Epoch 1839 | loss: 0.0309212 | val_loss: 0.031369 | Time: 1691.95 ms [2021-05-12 09:44:13 main:574] : INFO : Epoch 1840 | loss: 0.0309112 | val_loss: 0.0314326 | Time: 1689.67 ms [2021-05-12 09:44:15 main:574] : INFO : Epoch 1841 | loss: 0.0309141 | val_loss: 0.0313773 | Time: 1734.9 ms [2021-05-12 09:44:17 main:574] : INFO : Epoch 1842 | loss: 0.0309195 | val_loss: 0.0313503 | Time: 1656.46 ms [2021-05-12 09:44:18 main:574] : INFO : Epoch 1843 | loss: 0.0309236 | val_loss: 0.0314004 | Time: 1747.69 ms [2021-05-12 09:44:20 main:574] : INFO : Epoch 1844 | loss: 0.0309051 | val_loss: 0.0314232 | Time: 1681.58 ms [2021-05-12 09:44:22 main:574] : INFO : Epoch 1845 | loss: 0.0309185 | val_loss: 0.0314038 | Time: 1698.7 ms [2021-05-12 09:44:24 main:574] : INFO : Epoch 1846 | loss: 0.0309216 | val_loss: 0.0313974 | Time: 1703.05 ms [2021-05-12 09:44:25 main:574] : INFO : Epoch 1847 | loss: 0.0309089 | val_loss: 0.0313497 | Time: 1706.11 ms [2021-05-12 09:44:27 main:574] : INFO : Epoch 1848 | loss: 0.0309214 | val_loss: 0.0313917 | Time: 1658.63 ms [2021-05-12 09:44:29 main:574] : INFO : Epoch 1849 | loss: 0.0309263 | val_loss: 0.0313814 | Time: 1719.22 ms [2021-05-12 09:44:31 main:574] : INFO : Epoch 1850 | loss: 0.0309134 | val_loss: 0.031402 | Time: 1720.39 ms [2021-05-12 09:44:32 main:574] : INFO : Epoch 1851 | loss: 0.0309253 | val_loss: 0.0313577 | Time: 1737.88 ms [2021-05-12 09:44:34 main:574] : INFO : Epoch 1852 | loss: 0.0309193 | val_loss: 0.0313758 | Time: 1685.56 ms [2021-05-12 09:44:36 main:574] : INFO : Epoch 1853 | loss: 0.0309157 | val_loss: 0.0314042 | Time: 1685.21 ms [2021-05-12 09:44:38 main:574] : INFO : Epoch 1854 | loss: 0.0309224 | val_loss: 0.0313448 | Time: 1691.8 ms [2021-05-12 09:44:39 main:574] : INFO : Epoch 1855 | loss: 0.0309281 | val_loss: 0.0314099 | Time: 1700.76 ms [2021-05-12 09:44:41 main:574] : INFO : Epoch 1856 | loss: 0.0309177 | val_loss: 0.0313714 | Time: 1701.26 ms [2021-05-12 09:44:43 main:574] : INFO : Epoch 1857 | loss: 0.0309139 | val_loss: 0.0313558 | Time: 1712 ms [2021-05-12 09:44:45 main:574] : INFO : Epoch 1858 | loss: 0.0309182 | val_loss: 0.0313297 | Time: 1676.45 ms [2021-05-12 09:44:46 main:574] : INFO : Epoch 1859 | loss: 0.0309189 | val_loss: 0.0314177 | Time: 1665.41 ms [2021-05-12 09:44:48 main:574] : INFO : Epoch 1860 | loss: 0.030914 | val_loss: 0.0313575 | Time: 1712.93 ms [2021-05-12 09:44:50 main:574] : INFO : Epoch 1861 | loss: 0.0309087 | val_loss: 0.0313567 | Time: 1709.28 ms [2021-05-12 09:44:52 main:574] : INFO : Epoch 1862 | loss: 0.0309042 | val_loss: 0.0313856 | Time: 1703.19 ms [2021-05-12 09:44:53 main:574] : INFO : Epoch 1863 | loss: 0.0309082 | val_loss: 0.0313803 | Time: 1714.86 ms [2021-05-12 09:44:55 main:574] : INFO : Epoch 1864 | loss: 0.0309133 | val_loss: 0.0313873 | Time: 1686.24 ms [2021-05-12 09:44:57 main:574] : INFO : Epoch 1865 | loss: 0.0309225 | val_loss: 0.0313816 | Time: 1665.97 ms [2021-05-12 09:44:59 main:574] : INFO : Epoch 1866 | loss: 0.0309166 | val_loss: 0.0314006 | Time: 1712.64 ms [2021-05-12 09:45:00 main:574] : INFO : Epoch 1867 | loss: 0.0309189 | val_loss: 0.0313645 | Time: 1689.68 ms [2021-05-12 09:45:02 main:574] : INFO : Epoch 1868 | loss: 0.0309261 | val_loss: 0.0313761 | Time: 1719.18 ms [2021-05-12 09:45:04 main:574] : INFO : Epoch 1869 | loss: 0.030922 | val_loss: 0.0314199 | Time: 1712.74 ms [2021-05-12 09:45:06 main:574] : INFO : Epoch 1870 | loss: 0.0309155 | val_loss: 0.0313767 | Time: 1705.02 ms [2021-05-12 09:45:07 main:574] : INFO : Epoch 1871 | loss: 0.0309238 | val_loss: 0.0313596 | Time: 1678.77 ms [2021-05-12 09:45:09 main:574] : INFO : Epoch 1872 | loss: 0.0309164 | val_loss: 0.0313593 | Time: 1700.15 ms [2021-05-12 09:45:11 main:574] : INFO : Epoch 1873 | loss: 0.0309504 | val_loss: 0.0313299 | Time: 1726.72 ms [2021-05-12 09:45:13 main:574] : INFO : Epoch 1874 | loss: 0.0309504 | val_loss: 0.0313854 | Time: 1706.23 ms [2021-05-12 09:45:14 main:574] : INFO : Epoch 1875 | loss: 0.0309244 | val_loss: 0.0313841 | Time: 1710.88 ms [2021-05-12 09:45:16 main:574] : INFO : Epoch 1876 | loss: 0.0309267 | val_loss: 0.0313425 | Time: 1679.75 ms [2021-05-12 09:45:18 main:574] : INFO : Epoch 1877 | loss: 0.030921 | val_loss: 0.0313785 | Time: 1693.64 ms [2021-05-12 09:45:20 main:574] : INFO : Epoch 1878 | loss: 0.0309255 | val_loss: 0.0313933 | Time: 1706.89 ms [2021-05-12 09:45:21 main:574] : INFO : Epoch 1879 | loss: 0.0309145 | val_loss: 0.0313856 | Time: 1729.3 ms [2021-05-12 09:45:23 main:574] : INFO : Epoch 1880 | loss: 0.030919 | val_loss: 0.0313854 | Time: 1741.86 ms [2021-05-12 09:45:25 main:574] : INFO : Epoch 1881 | loss: 0.0309127 | val_loss: 0.0313408 | Time: 1706.43 ms [2021-05-12 09:45:27 main:574] : INFO : Epoch 1882 | loss: 0.0309258 | val_loss: 0.0314184 | Time: 1666.84 ms [2021-05-12 09:45:28 main:574] : INFO : Epoch 1883 | loss: 0.0309281 | val_loss: 0.0313742 | Time: 1694.22 ms [2021-05-12 09:45:30 main:574] : INFO : Epoch 1884 | loss: 0.0309171 | val_loss: 0.0313743 | Time: 1684.59 ms [2021-05-12 09:45:32 main:574] : INFO : Epoch 1885 | loss: 0.0309137 | val_loss: 0.0314241 | Time: 1703.6 ms [2021-05-12 09:45:34 main:574] : INFO : Epoch 1886 | loss: 0.03091 | val_loss: 0.0313175 | Time: 1705.65 ms [2021-05-12 09:45:36 main:574] : INFO : Epoch 1887 | loss: 0.0309262 | val_loss: 0.0313925 | Time: 1729.29 ms [2021-05-12 09:45:37 main:574] : INFO : Epoch 1888 | loss: 0.0309275 | val_loss: 0.0313688 | Time: 1682.48 ms [2021-05-12 09:45:39 main:574] : INFO : Epoch 1889 | loss: 0.0309748 | val_loss: 0.0313764 | Time: 1714.95 ms [2021-05-12 09:45:41 main:574] : INFO : Epoch 1890 | loss: 0.030933 | val_loss: 0.0313748 | Time: 1699.22 ms [2021-05-12 09:45:43 main:574] : INFO : Epoch 1891 | loss: 0.0309274 | val_loss: 0.031405 | Time: 1697.16 ms [2021-05-12 09:45:44 main:574] : INFO : Epoch 1892 | loss: 0.0309128 | val_loss: 0.0314125 | Time: 1733.28 ms [2021-05-12 09:45:46 main:574] : INFO : Epoch 1893 | loss: 0.0309082 | val_loss: 0.0314209 | Time: 1681.27 ms [2021-05-12 09:45:48 main:574] : INFO : Epoch 1894 | loss: 0.030916 | val_loss: 0.0313545 | Time: 1689.32 ms [2021-05-12 09:45:50 main:574] : INFO : Epoch 1895 | loss: 0.0309203 | val_loss: 0.0313685 | Time: 1719.84 ms [2021-05-12 09:45:51 main:574] : INFO : Epoch 1896 | loss: 0.0309178 | val_loss: 0.0313902 | Time: 1709.13 ms [2021-05-12 09:45:53 main:574] : INFO : Epoch 1897 | loss: 0.0309075 | val_loss: 0.0313993 | Time: 1689.21 ms [2021-05-12 09:45:55 main:574] : INFO : Epoch 1898 | loss: 0.0309135 | val_loss: 0.0313649 | Time: 1728.4 ms [2021-05-12 09:45:57 main:574] : INFO : Epoch 1899 | loss: 0.0310645 | val_loss: 0.0312497 | Time: 1653.81 ms [2021-05-12 09:45:58 main:574] : INFO : Epoch 1900 | loss: 0.0310634 | val_loss: 0.0312744 | Time: 1707.58 ms [2021-05-12 09:46:00 main:574] : INFO : Epoch 1901 | loss: 0.0309949 | val_loss: 0.031347 | Time: 1695.6 ms [2021-05-12 09:46:02 main:574] : INFO : Epoch 1902 | loss: 0.0309428 | val_loss: 0.0313123 | Time: 1725.56 ms [2021-05-12 09:46:04 main:574] : INFO : Epoch 1903 | loss: 0.0309193 | val_loss: 0.0313409 | Time: 1733.31 ms [2021-05-12 09:46:05 main:574] : INFO : Epoch 1904 | loss: 0.0309116 | val_loss: 0.0313642 | Time: 1707.43 ms [2021-05-12 09:46:07 main:574] : INFO : Epoch 1905 | loss: 0.0309101 | val_loss: 0.0313643 | Time: 1677.83 ms [2021-05-12 09:46:09 main:574] : INFO : Epoch 1906 | loss: 0.0309161 | val_loss: 0.0314238 | Time: 1704.73 ms [2021-05-12 09:46:11 main:574] : INFO : Epoch 1907 | loss: 0.030909 | val_loss: 0.0313406 | Time: 1703.72 ms [2021-05-12 09:46:12 main:574] : INFO : Epoch 1908 | loss: 0.0309169 | val_loss: 0.0313922 | Time: 1681.08 ms [2021-05-12 09:46:14 main:574] : INFO : Epoch 1909 | loss: 0.0309157 | val_loss: 0.0313553 | Time: 1683.32 ms [2021-05-12 09:46:16 main:574] : INFO : Epoch 1910 | loss: 0.0309095 | val_loss: 0.0314003 | Time: 1692.65 ms [2021-05-12 09:46:18 main:574] : INFO : Epoch 1911 | loss: 0.0309152 | val_loss: 0.0313655 | Time: 1689.91 ms [2021-05-12 09:46:19 main:574] : INFO : Epoch 1912 | loss: 0.0309168 | val_loss: 0.0313904 | Time: 1722.29 ms [2021-05-12 09:46:21 main:574] : INFO : Epoch 1913 | loss: 0.0309199 | val_loss: 0.031366 | Time: 1726.11 ms [2021-05-12 09:46:23 main:574] : INFO : Epoch 1914 | loss: 0.0309231 | val_loss: 0.0313811 | Time: 1719.87 ms [2021-05-12 09:46:25 main:574] : INFO : Epoch 1915 | loss: 0.0309115 | val_loss: 0.0314453 | Time: 1704.52 ms [2021-05-12 09:46:26 main:574] : INFO : Epoch 1916 | loss: 0.0309233 | val_loss: 0.0313527 | Time: 1678.5 ms [2021-05-12 09:46:28 main:574] : INFO : Epoch 1917 | loss: 0.0309188 | val_loss: 0.0314113 | Time: 1694.77 ms [2021-05-12 09:46:30 main:574] : INFO : Epoch 1918 | loss: 0.0309237 | val_loss: 0.0313466 | Time: 1726.53 ms [2021-05-12 09:46:32 main:574] : INFO : Epoch 1919 | loss: 0.0309274 | val_loss: 0.0313437 | Time: 1715.31 ms [2021-05-12 09:46:34 main:574] : INFO : Epoch 1920 | loss: 0.0309155 | val_loss: 0.0313919 | Time: 1712.45 ms [2021-05-12 09:46:35 main:574] : INFO : Epoch 1921 | loss: 0.0309164 | val_loss: 0.031381 | Time: 1709.9 ms [2021-05-12 09:46:37 main:574] : INFO : Epoch 1922 | loss: 0.0309241 | val_loss: 0.0313944 | Time: 1676.14 ms [2021-05-12 09:46:39 main:574] : INFO : Epoch 1923 | loss: 0.030926 | val_loss: 0.031362 | Time: 1697.97 ms [2021-05-12 09:46:41 main:574] : INFO : Epoch 1924 | loss: 0.0309138 | val_loss: 0.0314259 | Time: 1728.77 ms [2021-05-12 09:46:42 main:574] : INFO : Epoch 1925 | loss: 0.0309204 | val_loss: 0.031366 | Time: 1703.82 ms [2021-05-12 09:46:44 main:574] : INFO : Epoch 1926 | loss: 0.0309149 | val_loss: 0.03143 | Time: 1699.12 ms [2021-05-12 09:46:46 main:574] : INFO : Epoch 1927 | loss: 0.0309176 | val_loss: 0.0313814 | Time: 1672.44 ms [2021-05-12 09:46:48 main:574] : INFO : Epoch 1928 | loss: 0.0309162 | val_loss: 0.0313487 | Time: 1662.53 ms [2021-05-12 09:46:49 main:574] : INFO : Epoch 1929 | loss: 0.0309121 | val_loss: 0.0314171 | Time: 1700.04 ms [2021-05-12 09:46:51 main:574] : INFO : Epoch 1930 | loss: 0.0309243 | val_loss: 0.0313488 | Time: 1684.8 ms [2021-05-12 09:46:53 main:574] : INFO : Epoch 1931 | loss: 0.030927 | val_loss: 0.0314305 | Time: 1729.67 ms [2021-05-12 09:46:55 main:574] : INFO : Epoch 1932 | loss: 0.0309183 | val_loss: 0.0313699 | Time: 1698.7 ms [2021-05-12 09:46:56 main:574] : INFO : Epoch 1933 | loss: 0.0309113 | val_loss: 0.0314234 | Time: 1680.33 ms [2021-05-12 09:46:58 main:574] : INFO : Epoch 1934 | loss: 0.030913 | val_loss: 0.0313574 | Time: 1678.77 ms [2021-05-12 09:47:00 main:574] : INFO : Epoch 1935 | loss: 0.0309288 | val_loss: 0.0314056 | Time: 1736.94 ms [2021-05-12 09:47:02 main:574] : INFO : Epoch 1936 | loss: 0.0309536 | val_loss: 0.0314014 | Time: 1709.88 ms [2021-05-12 09:47:03 main:574] : INFO : Epoch 1937 | loss: 0.0309358 | val_loss: 0.0313446 | Time: 1736.23 ms [2021-05-12 09:47:05 main:574] : INFO : Epoch 1938 | loss: 0.0309262 | val_loss: 0.0313624 | Time: 1713.67 ms [2021-05-12 09:47:07 main:574] : INFO : Epoch 1939 | loss: 0.0309185 | val_loss: 0.0314156 | Time: 1652.1 ms [2021-05-12 09:47:09 main:574] : INFO : Epoch 1940 | loss: 0.0309174 | val_loss: 0.0313769 | Time: 1706.26 ms [2021-05-12 09:47:10 main:574] : INFO : Epoch 1941 | loss: 0.0309088 | val_loss: 0.0313604 | Time: 1700.02 ms [2021-05-12 09:47:12 main:574] : INFO : Epoch 1942 | loss: 0.0309213 | val_loss: 0.0313451 | Time: 1710.48 ms [2021-05-12 09:47:14 main:574] : INFO : Epoch 1943 | loss: 0.0309233 | val_loss: 0.0313822 | Time: 1712.85 ms [2021-05-12 09:47:16 main:574] : INFO : Epoch 1944 | loss: 0.0309144 | val_loss: 0.0314094 | Time: 1734.02 ms [2021-05-12 09:47:17 main:574] : INFO : Epoch 1945 | loss: 0.0309131 | val_loss: 0.0313899 | Time: 1688.67 ms [2021-05-12 09:47:19 main:574] : INFO : Epoch 1946 | loss: 0.030912 | val_loss: 0.0313633 | Time: 1677.09 ms [2021-05-12 09:47:21 main:574] : INFO : Epoch 1947 | loss: 0.0309124 | val_loss: 0.0313842 | Time: 1701.95 ms [2021-05-12 09:47:23 main:574] : INFO : Epoch 1948 | loss: 0.0309099 | val_loss: 0.0313701 | Time: 1683.3 ms [2021-05-12 09:47:24 main:574] : INFO : Epoch 1949 | loss: 0.0309046 | val_loss: 0.0314169 | Time: 1708.75 ms [2021-05-12 09:47:26 main:574] : INFO : Epoch 1950 | loss: 0.0309118 | val_loss: 0.031368 | Time: 1663.3 ms [2021-05-12 09:47:28 main:574] : INFO : Epoch 1951 | loss: 0.0309174 | val_loss: 0.0314084 | Time: 1694.14 ms [2021-05-12 09:47:30 main:574] : INFO : Epoch 1952 | loss: 0.0309221 | val_loss: 0.031368 | Time: 1728.5 ms [2021-05-12 09:47:31 main:574] : INFO : Epoch 1953 | loss: 0.0309152 | val_loss: 0.0314135 | Time: 1701.16 ms [2021-05-12 09:47:33 main:574] : INFO : Epoch 1954 | loss: 0.0309143 | val_loss: 0.0313908 | Time: 1700.22 ms [2021-05-12 09:47:35 main:574] : INFO : Epoch 1955 | loss: 0.0309214 | val_loss: 0.0313392 | Time: 1698.89 ms [2021-05-12 09:47:37 main:574] : INFO : Epoch 1956 | loss: 0.0309281 | val_loss: 0.0313926 | Time: 1677.66 ms [2021-05-12 09:47:38 main:574] : INFO : Epoch 1957 | loss: 0.0309207 | val_loss: 0.0313435 | Time: 1694.7 ms [2021-05-12 09:47:40 main:574] : INFO : Epoch 1958 | loss: 0.0309207 | val_loss: 0.0313845 | Time: 1751.47 ms [2021-05-12 09:47:42 main:574] : INFO : Epoch 1959 | loss: 0.0309162 | val_loss: 0.0313984 | Time: 1708.32 ms [2021-05-12 09:47:44 main:574] : INFO : Epoch 1960 | loss: 0.0309105 | val_loss: 0.031387 | Time: 1720.46 ms [2021-05-12 09:47:45 main:574] : INFO : Epoch 1961 | loss: 0.030912 | val_loss: 0.0314146 | Time: 1703.99 ms [2021-05-12 09:47:47 main:574] : INFO : Epoch 1962 | loss: 0.0309064 | val_loss: 0.0313812 | Time: 1661.99 ms [2021-05-12 09:47:49 main:574] : INFO : Epoch 1963 | loss: 0.0309149 | val_loss: 0.0313502 | Time: 1691.5 ms [2021-05-12 09:47:51 main:574] : INFO : Epoch 1964 | loss: 0.0309172 | val_loss: 0.0314155 | Time: 1705.05 ms [2021-05-12 09:47:52 main:574] : INFO : Epoch 1965 | loss: 0.0309058 | val_loss: 0.0313753 | Time: 1717.6 ms [2021-05-12 09:47:54 main:574] : INFO : Epoch 1966 | loss: 0.0309086 | val_loss: 0.0313679 | Time: 1705.51 ms [2021-05-12 09:47:56 main:574] : INFO : Epoch 1967 | loss: 0.0309128 | val_loss: 0.0314184 | Time: 1691.31 ms [2021-05-12 09:47:58 main:574] : INFO : Epoch 1968 | loss: 0.0309175 | val_loss: 0.0313244 | Time: 1678.9 ms [2021-05-12 09:47:59 main:574] : INFO : Epoch 1969 | loss: 0.0309163 | val_loss: 0.0313704 | Time: 1711.52 ms [2021-05-12 09:48:01 main:574] : INFO : Epoch 1970 | loss: 0.0309168 | val_loss: 0.031386 | Time: 1698.02 ms [2021-05-12 09:48:03 main:574] : INFO : Epoch 1971 | loss: 0.0309258 | val_loss: 0.0313609 | Time: 1715.99 ms [2021-05-12 09:48:05 main:574] : INFO : Epoch 1972 | loss: 0.0309374 | val_loss: 0.0314048 | Time: 1732.6 ms [2021-05-12 09:48:07 main:574] : INFO : Epoch 1973 | loss: 0.0309245 | val_loss: 0.031394 | Time: 1667 ms [2021-05-12 09:48:08 main:574] : INFO : Epoch 1974 | loss: 0.0309138 | val_loss: 0.0313389 | Time: 1700.09 ms [2021-05-12 09:48:10 main:574] : INFO : Epoch 1975 | loss: 0.0309199 | val_loss: 0.0313957 | Time: 1691.17 ms [2021-05-12 09:48:12 main:574] : INFO : Epoch 1976 | loss: 0.030922 | val_loss: 0.0313657 | Time: 1697.37 ms [2021-05-12 09:48:14 main:574] : INFO : Epoch 1977 | loss: 0.0309125 | val_loss: 0.0314004 | Time: 1698.07 ms [2021-05-12 09:48:15 main:574] : INFO : Epoch 1978 | loss: 0.0309096 | val_loss: 0.0313807 | Time: 1741.67 ms [2021-05-12 09:48:17 main:574] : INFO : Epoch 1979 | loss: 0.0309206 | val_loss: 0.0313964 | Time: 1685.11 ms [2021-05-12 09:48:19 main:574] : INFO : Epoch 1980 | loss: 0.0309303 | val_loss: 0.0313803 | Time: 1704.31 ms [2021-05-12 09:48:21 main:574] : INFO : Epoch 1981 | loss: 0.0309138 | val_loss: 0.0313779 | Time: 1695.47 ms [2021-05-12 09:48:22 main:574] : INFO : Epoch 1982 | loss: 0.0309159 | val_loss: 0.0313786 | Time: 1706.13 ms [2021-05-12 09:48:24 main:574] : INFO : Epoch 1983 | loss: 0.0309065 | val_loss: 0.0313968 | Time: 1706.09 ms [2021-05-12 09:48:26 main:574] : INFO : Epoch 1984 | loss: 0.0309112 | val_loss: 0.0313234 | Time: 1679.56 ms [2021-05-12 09:48:28 main:574] : INFO : Epoch 1985 | loss: 0.0309259 | val_loss: 0.0314061 | Time: 1682.01 ms [2021-05-12 09:48:29 main:574] : INFO : Epoch 1986 | loss: 0.0309109 | val_loss: 0.0313511 | Time: 1714.82 ms [2021-05-12 09:48:31 main:574] : INFO : Epoch 1987 | loss: 0.0309134 | val_loss: 0.0314235 | Time: 1720.59 ms [2021-05-12 09:48:33 main:574] : INFO : Epoch 1988 | loss: 0.0309135 | val_loss: 0.0313756 | Time: 1704.3 ms [2021-05-12 09:48:35 main:574] : INFO : Epoch 1989 | loss: 0.0309269 | val_loss: 0.0313661 | Time: 1730.83 ms [2021-05-12 09:48:36 main:574] : INFO : Epoch 1990 | loss: 0.0309195 | val_loss: 0.031401 | Time: 1687.79 ms [2021-05-12 09:48:38 main:574] : INFO : Epoch 1991 | loss: 0.0309115 | val_loss: 0.0313672 | Time: 1732.68 ms [2021-05-12 09:48:40 main:574] : INFO : Epoch 1992 | loss: 0.030913 | val_loss: 0.0313995 | Time: 1718.18 ms [2021-05-12 09:48:42 main:574] : INFO : Epoch 1993 | loss: 0.0309124 | val_loss: 0.0313515 | Time: 1706.86 ms [2021-05-12 09:48:43 main:574] : INFO : Epoch 1994 | loss: 0.0309218 | val_loss: 0.0313791 | Time: 1707.99 ms [2021-05-12 09:48:45 main:574] : INFO : Epoch 1995 | loss: 0.0309153 | val_loss: 0.0313736 | Time: 1724.02 ms [2021-05-12 09:48:47 main:574] : INFO : Epoch 1996 | loss: 0.0309109 | val_loss: 0.0313638 | Time: 1678.96 ms [2021-05-12 09:48:49 main:574] : INFO : Epoch 1997 | loss: 0.0309077 | val_loss: 0.0313513 | Time: 1707.81 ms [2021-05-12 09:48:51 main:574] : INFO : Epoch 1998 | loss: 0.0309156 | val_loss: 0.0313466 | Time: 1717.99 ms [2021-05-12 09:48:52 main:574] : INFO : Epoch 1999 | loss: 0.0309075 | val_loss: 0.0313654 | Time: 1723.98 ms [2021-05-12 09:48:54 main:574] : INFO : Epoch 2000 | loss: 0.0309169 | val_loss: 0.0314534 | Time: 1706.58 ms [2021-05-12 09:48:56 main:574] : INFO : Epoch 2001 | loss: 0.0309207 | val_loss: 0.0313482 | Time: 1687 ms [2021-05-12 09:48:58 main:574] : INFO : Epoch 2002 | loss: 0.0309263 | val_loss: 0.0313832 | Time: 1678.5 ms [2021-05-12 09:48:59 main:574] : INFO : Epoch 2003 | loss: 0.0309174 | val_loss: 0.0313963 | Time: 1714.83 ms [2021-05-12 09:49:01 main:574] : INFO : Epoch 2004 | loss: 0.030915 | val_loss: 0.0313359 | Time: 1697.14 ms [2021-05-12 09:49:03 main:574] : INFO : Epoch 2005 | loss: 0.0309154 | val_loss: 0.0313712 | Time: 1683.71 ms [2021-05-12 09:49:05 main:574] : INFO : Epoch 2006 | loss: 0.0309224 | val_loss: 0.0313867 | Time: 1704.11 ms [2021-05-12 09:49:06 main:574] : INFO : Epoch 2007 | loss: 0.0309207 | val_loss: 0.0313631 | Time: 1667.78 ms [2021-05-12 09:49:08 main:574] : INFO : Epoch 2008 | loss: 0.0309214 | val_loss: 0.0313893 | Time: 1705.96 ms [2021-05-12 09:49:10 main:574] : INFO : Epoch 2009 | loss: 0.0309157 | val_loss: 0.0313401 | Time: 1747.23 ms [2021-05-12 09:49:12 main:574] : INFO : Epoch 2010 | loss: 0.0309147 | val_loss: 0.0313679 | Time: 1701.32 ms [2021-05-12 09:49:13 main:574] : INFO : Epoch 2011 | loss: 0.0309191 | val_loss: 0.0313642 | Time: 1722.91 ms [2021-05-12 09:49:15 main:574] : INFO : Epoch 2012 | loss: 0.030913 | val_loss: 0.031393 | Time: 1694.41 ms [2021-05-12 09:49:17 main:574] : INFO : Epoch 2013 | loss: 0.0309095 | val_loss: 0.0313365 | Time: 1677.91 ms [2021-05-12 09:49:19 main:574] : INFO : Epoch 2014 | loss: 0.0309231 | val_loss: 0.0314252 | Time: 1695.12 ms [2021-05-12 09:49:20 main:574] : INFO : Epoch 2015 | loss: 0.0309189 | val_loss: 0.0313936 | Time: 1713.98 ms [2021-05-12 09:49:22 main:574] : INFO : Epoch 2016 | loss: 0.0309297 | val_loss: 0.0313632 | Time: 1706.1 ms [2021-05-12 09:49:24 main:574] : INFO : Epoch 2017 | loss: 0.0309255 | val_loss: 0.0313934 | Time: 1694.53 ms [2021-05-12 09:49:26 main:574] : INFO : Epoch 2018 | loss: 0.030919 | val_loss: 0.0313742 | Time: 1721.07 ms [2021-05-12 09:49:27 main:574] : INFO : Epoch 2019 | loss: 0.0309081 | val_loss: 0.0313783 | Time: 1694.29 ms [2021-05-12 09:49:29 main:574] : INFO : Epoch 2020 | loss: 0.0309177 | val_loss: 0.0313912 | Time: 1708.68 ms [2021-05-12 09:49:31 main:574] : INFO : Epoch 2021 | loss: 0.0309076 | val_loss: 0.031374 | Time: 1725.44 ms [2021-05-12 09:49:33 main:574] : INFO : Epoch 2022 | loss: 0.0309138 | val_loss: 0.0313542 | Time: 1687.39 ms [2021-05-12 09:49:34 main:574] : INFO : Epoch 2023 | loss: 0.0309223 | val_loss: 0.0313813 | Time: 1683.86 ms [2021-05-12 09:49:36 main:574] : INFO : Epoch 2024 | loss: 0.0309177 | val_loss: 0.031387 | Time: 1669.88 ms [2021-05-12 09:49:38 main:574] : INFO : Epoch 2025 | loss: 0.0309129 | val_loss: 0.031368 | Time: 1679.83 ms [2021-05-12 09:49:40 main:574] : INFO : Epoch 2026 | loss: 0.0309215 | val_loss: 0.0313906 | Time: 1706.39 ms [2021-05-12 09:49:41 main:574] : INFO : Epoch 2027 | loss: 0.0309149 | val_loss: 0.031353 | Time: 1719.8 ms [2021-05-12 09:49:43 main:574] : INFO : Epoch 2028 | loss: 0.0309284 | val_loss: 0.0313907 | Time: 1723.02 ms [2021-05-12 09:49:45 main:574] : INFO : Epoch 2029 | loss: 0.0309213 | val_loss: 0.0313411 | Time: 1714.44 ms [2021-05-12 09:49:47 main:574] : INFO : Epoch 2030 | loss: 0.0309192 | val_loss: 0.0313982 | Time: 1671.01 ms [2021-05-12 09:49:48 main:574] : INFO : Epoch 2031 | loss: 0.0309148 | val_loss: 0.0313361 | Time: 1722.34 ms [2021-05-12 09:49:50 main:574] : INFO : Epoch 2032 | loss: 0.0309205 | val_loss: 0.0313819 | Time: 1697.4 ms [2021-05-12 09:49:52 main:574] : INFO : Epoch 2033 | loss: 0.0309294 | val_loss: 0.0313502 | Time: 1720.5 ms [2021-05-12 09:49:54 main:574] : INFO : Epoch 2034 | loss: 0.0309333 | val_loss: 0.03136 | Time: 1720.95 ms [2021-05-12 09:49:56 main:574] : INFO : Epoch 2035 | loss: 0.0309253 | val_loss: 0.0313896 | Time: 1726.61 ms [2021-05-12 09:49:57 main:574] : INFO : Epoch 2036 | loss: 0.0309175 | val_loss: 0.0313467 | Time: 1676.93 ms [2021-05-12 09:49:59 main:574] : INFO : Epoch 2037 | loss: 0.0309211 | val_loss: 0.0313876 | Time: 1714.35 ms [2021-05-12 09:50:01 main:574] : INFO : Epoch 2038 | loss: 0.030913 | val_loss: 0.0313844 | Time: 1704.08 ms [2021-05-12 09:50:03 main:574] : INFO : Epoch 2039 | loss: 0.0309153 | val_loss: 0.0314333 | Time: 1715.94 ms [2021-05-12 09:50:04 main:574] : INFO : Epoch 2040 | loss: 0.0309089 | val_loss: 0.0313696 | Time: 1709.05 ms [2021-05-12 09:50:06 main:574] : INFO : Epoch 2041 | loss: 0.0309207 | val_loss: 0.0313825 | Time: 1685.42 ms [2021-05-12 09:50:08 main:574] : INFO : Epoch 2042 | loss: 0.0309201 | val_loss: 0.0313386 | Time: 1691.75 ms [2021-05-12 09:50:10 main:574] : INFO : Epoch 2043 | loss: 0.0309105 | val_loss: 0.0313684 | Time: 1711.45 ms [2021-05-12 09:50:11 main:574] : INFO : Epoch 2044 | loss: 0.030915 | val_loss: 0.0313775 | Time: 1722.31 ms [2021-05-12 09:50:13 main:574] : INFO : Epoch 2045 | loss: 0.0309123 | val_loss: 0.0313734 | Time: 1700.54 ms [2021-05-12 09:50:15 main:574] : INFO : Epoch 2046 | loss: 0.030919 | val_loss: 0.0313788 | Time: 1713.34 ms [2021-05-12 09:50:17 main:574] : INFO : Epoch 2047 | loss: 0.0309107 | val_loss: 0.0314145 | Time: 1681.78 ms [2021-05-12 09:50:18 main:574] : INFO : Epoch 2048 | loss: 0.0309083 | val_loss: 0.0314129 | Time: 1715.76 ms [2021-05-12 09:50:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0314129 [2021-05-12 09:50:18 main:603] : INFO : Saving end state to config to file [2021-05-12 09:50:19 main:608] : INFO : Success, exiting.. 09:50:19 (14880): 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)