Task 10034197
| Name | ParityModified-1639966326-3382-0_0 |
| Workunit | 7412760 |
| Created | 20 Dec 2021, 2:12:11 UTC |
| Sent | 6 Jan 2022, 6:10:57 UTC |
| Report deadline | 14 Jan 2022, 6:10:57 UTC |
| Received | 8 Jan 2022, 0:12:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8169 |
| Run time | 53 min 25 sec |
| CPU time | 47 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,066.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309905 | val_loss: 0.0313088 | Time: 1520.11 ms
[2022-01-07 15:58:21 main:574] : INFO : Epoch 1543 | loss: 0.0309823 | val_loss: 0.0313085 | Time: 1494.81 ms
[2022-01-07 15:58:23 main:574] : INFO : Epoch 1544 | loss: 0.0309906 | val_loss: 0.0313221 | Time: 1494.06 ms
[2022-01-07 15:58:24 main:574] : INFO : Epoch 1545 | loss: 0.030983 | val_loss: 0.0313272 | Time: 1487.14 ms
[2022-01-07 15:58:26 main:574] : INFO : Epoch 1546 | loss: 0.0309851 | val_loss: 0.0313212 | Time: 1480.83 ms
[2022-01-07 15:58:27 main:574] : INFO : Epoch 1547 | loss: 0.0309865 | val_loss: 0.0313308 | Time: 1478.87 ms
[2022-01-07 15:58:29 main:574] : INFO : Epoch 1548 | loss: 0.0309803 | val_loss: 0.0313487 | Time: 1485.9 ms
[2022-01-07 15:58:30 main:574] : INFO : Epoch 1549 | loss: 0.030981 | val_loss: 0.0312907 | Time: 1474.81 ms
[2022-01-07 15:58:32 main:574] : INFO : Epoch 1550 | loss: 0.0309855 | val_loss: 0.0313269 | Time: 1482.25 ms
[2022-01-07 15:58:34 main:574] : INFO : Epoch 1551 | loss: 0.0309898 | val_loss: 0.0313436 | Time: 1485.56 ms
[2022-01-07 15:58:35 main:574] : INFO : Epoch 1552 | loss: 0.0309861 | val_loss: 0.0313134 | Time: 1494.42 ms
[2022-01-07 15:58:37 main:574] : INFO : Epoch 1553 | loss: 0.0309933 | val_loss: 0.0312732 | Time: 1486.18 ms
[2022-01-07 15:58:38 main:574] : INFO : Epoch 1554 | loss: 0.0310003 | val_loss: 0.0312877 | Time: 1545.91 ms
[2022-01-07 15:58:40 main:574] : INFO : Epoch 1555 | loss: 0.0309982 | val_loss: 0.0313081 | Time: 1896.47 ms
[2022-01-07 15:58:42 main:574] : INFO : Epoch 1556 | loss: 0.0309946 | val_loss: 0.0313419 | Time: 1493.09 ms
[2022-01-07 15:58:43 main:574] : INFO : Epoch 1557 | loss: 0.0309876 | val_loss: 0.0313091 | Time: 1539.25 ms
[2022-01-07 15:58:45 main:574] : INFO : Epoch 1558 | loss: 0.030989 | val_loss: 0.0312751 | Time: 1521.11 ms
[2022-01-07 15:58:47 main:574] : INFO : Epoch 1559 | loss: 0.0310012 | val_loss: 0.0312747 | Time: 1472.29 ms
[2022-01-07 15:58:48 main:574] : INFO : Epoch 1560 | loss: 0.0309849 | val_loss: 0.0313084 | Time: 1493.19 ms
[2022-01-07 15:58:50 main:574] : INFO : Epoch 1561 | loss: 0.030985 | val_loss: 0.0313536 | Time: 1503.65 ms
[2022-01-07 15:58:51 main:574] : INFO : Epoch 1562 | loss: 0.0309838 | val_loss: 0.0313099 | Time: 1478.63 ms
[2022-01-07 15:58:53 main:574] : INFO : Epoch 1563 | loss: 0.0309848 | val_loss: 0.031312 | Time: 1499.12 ms
[2022-01-07 15:58:54 main:574] : INFO : Epoch 1564 | loss: 0.030984 | val_loss: 0.0313414 | Time: 1487.54 ms
[2022-01-07 15:58:56 main:574] : INFO : Epoch 1565 | loss: 0.0310005 | val_loss: 0.0313262 | Time: 1493.55 ms
[2022-01-07 15:58:57 main:574] : INFO : Epoch 1566 | loss: 0.0309934 | val_loss: 0.0313415 | Time: 1487.74 ms
[2022-01-07 15:58:59 main:574] : INFO : Epoch 1567 | loss: 0.0309845 | val_loss: 0.0313127 | Time: 1493.17 ms
[2022-01-07 15:59:01 main:574] : INFO : Epoch 1568 | loss: 0.0309753 | val_loss: 0.0313314 | Time: 1494.1 ms
[2022-01-07 15:59:02 main:574] : INFO : Epoch 1569 | loss: 0.0309829 | val_loss: 0.0313126 | Time: 1482.83 ms
[2022-01-07 15:59:04 main:574] : INFO : Epoch 1570 | loss: 0.0309889 | val_loss: 0.0313051 | Time: 1480.94 ms
[2022-01-07 15:59:05 main:574] : INFO : Epoch 1571 | loss: 0.0309907 | val_loss: 0.0312974 | Time: 1488.73 ms
[2022-01-07 15:59:07 main:574] : INFO : Epoch 1572 | loss: 0.0309844 | val_loss: 0.0313138 | Time: 1498.79 ms
[2022-01-07 15:59:08 main:574] : INFO : Epoch 1573 | loss: 0.0309844 | val_loss: 0.0313254 | Time: 1466.41 ms
[2022-01-07 15:59:10 main:574] : INFO : Epoch 1574 | loss: 0.0309912 | val_loss: 0.0313762 | Time: 1500.41 ms
[2022-01-07 15:59:11 main:574] : INFO : Epoch 1575 | loss: 0.0309959 | val_loss: 0.0312979 | Time: 1468.15 ms
[2022-01-07 15:59:13 main:574] : INFO : Epoch 1576 | loss: 0.0309885 | val_loss: 0.0313085 | Time: 1498.58 ms
[2022-01-07 15:59:14 main:574] : INFO : Epoch 1577 | loss: 0.0309805 | val_loss: 0.031306 | Time: 1480.22 ms
[2022-01-07 15:59:16 main:574] : INFO : Epoch 1578 | loss: 0.0309904 | val_loss: 0.0313244 | Time: 1494.18 ms
[2022-01-07 15:59:18 main:574] : INFO : Epoch 1579 | loss: 0.0309905 | val_loss: 0.0313143 | Time: 1545.61 ms
[2022-01-07 15:59:20 main:574] : INFO : Epoch 1580 | loss: 0.0309938 | val_loss: 0.0313017 | Time: 1867.79 ms
[2022-01-07 15:59:21 main:574] : INFO : Epoch 1581 | loss: 0.0309891 | val_loss: 0.0313184 | Time: 1495.23 ms
[2022-01-07 15:59:23 main:574] : INFO : Epoch 1582 | loss: 0.0309889 | val_loss: 0.0313371 | Time: 1486.46 ms
[2022-01-07 15:59:24 main:574] : INFO : Epoch 1583 | loss: 0.0309953 | val_loss: 0.0312982 | Time: 1487.19 ms
[2022-01-07 15:59:26 main:574] : INFO : Epoch 1584 | loss: 0.0309913 | val_loss: 0.0312726 | Time: 1467.27 ms
[2022-01-07 15:59:27 main:574] : INFO : Epoch 1585 | loss: 0.0309931 | val_loss: 0.0313351 | Time: 1487.99 ms
[2022-01-07 15:59:29 main:574] : INFO : Epoch 1586 | loss: 0.0309899 | val_loss: 0.0313022 | Time: 1497.39 ms
[2022-01-07 15:59:30 main:574] : INFO : Epoch 1587 | loss: 0.0309913 | val_loss: 0.0312907 | Time: 1486.17 ms
[2022-01-07 15:59:32 main:574] : INFO : Epoch 1588 | loss: 0.0309829 | val_loss: 0.0313008 | Time: 1479.43 ms
[2022-01-07 15:59:34 main:574] : INFO : Epoch 1589 | loss: 0.0309814 | val_loss: 0.0313383 | Time: 1495.93 ms
[2022-01-07 15:59:35 main:574] : INFO : Epoch 1590 | loss: 0.0309844 | val_loss: 0.0313349 | Time: 1495.29 ms
[2022-01-07 15:59:37 main:574] : INFO : Epoch 1591 | loss: 0.0309852 | val_loss: 0.0313292 | Time: 1488.98 ms
[2022-01-07 15:59:38 main:574] : INFO : Epoch 1592 | loss: 0.0309816 | val_loss: 0.0313217 | Time: 1483.83 ms
[2022-01-07 15:59:40 main:574] : INFO : Epoch 1593 | loss: 0.0309881 | val_loss: 0.0313183 | Time: 1492.24 ms
[2022-01-07 15:59:41 main:574] : INFO : Epoch 1594 | loss: 0.0309753 | val_loss: 0.0313228 | Time: 1492.42 ms
[2022-01-07 15:59:43 main:574] : INFO : Epoch 1595 | loss: 0.0309844 | val_loss: 0.0313136 | Time: 1481.54 ms
[2022-01-07 15:59:44 main:574] : INFO : Epoch 1596 | loss: 0.0309998 | val_loss: 0.0313542 | Time: 1499.31 ms
[2022-01-07 15:59:46 main:574] : INFO : Epoch 1597 | loss: 0.0309942 | val_loss: 0.0313007 | Time: 1490.78 ms
[2022-01-07 15:59:48 main:574] : INFO : Epoch 1598 | loss: 0.0309905 | val_loss: 0.0313484 | Time: 1493.81 ms
[2022-01-07 15:59:49 main:574] : INFO : Epoch 1599 | loss: 0.0309888 | val_loss: 0.0312931 | Time: 1495.61 ms
[2022-01-07 15:59:51 main:574] : INFO : Epoch 1600 | loss: 0.0309996 | val_loss: 0.0312723 | Time: 1482.15 ms
[2022-01-07 15:59:52 main:574] : INFO : Epoch 1601 | loss: 0.030993 | val_loss: 0.0313385 | Time: 1467.24 ms
[2022-01-07 15:59:54 main:574] : INFO : Epoch 1602 | loss: 0.0309808 | val_loss: 0.0313347 | Time: 1476.95 ms
[2022-01-07 15:59:55 main:574] : INFO : Epoch 1603 | loss: 0.0309846 | val_loss: 0.0313031 | Time: 1487.46 ms
[2022-01-07 15:59:57 main:574] : INFO : Epoch 1604 | loss: 0.0309871 | val_loss: 0.0313305 | Time: 1483.57 ms
[2022-01-07 15:59:58 main:574] : INFO : Epoch 1605 | loss: 0.0309896 | val_loss: 0.0313219 | Time: 1485.37 ms
[2022-01-07 16:00:00 main:574] : INFO : Epoch 1606 | loss: 0.0309891 | val_loss: 0.0313016 | Time: 1499.58 ms
[2022-01-07 16:00:02 main:574] : INFO : Epoch 1607 | loss: 0.0309905 | val_loss: 0.0313356 | Time: 1495.88 ms
[2022-01-07 16:00:03 main:574] : INFO : Epoch 1608 | loss: 0.0309906 | val_loss: 0.031329 | Time: 1473.1 ms
[2022-01-07 16:00:05 main:574] : INFO : Epoch 1609 | loss: 0.03099 | val_loss: 0.0313007 | Time: 1480.62 ms
[2022-01-07 16:00:06 main:574] : INFO : Epoch 1610 | loss: 0.0309868 | val_loss: 0.0313399 | Time: 1480.02 ms
[2022-01-07 16:00:08 main:574] : INFO : Epoch 1611 | loss: 0.030994 | val_loss: 0.0312964 | Time: 1475.85 ms
[2022-01-07 16:00:09 main:574] : INFO : Epoch 1612 | loss: 0.0310032 | val_loss: 0.0313044 | Time: 1505.62 ms
[2022-01-07 16:00:11 main:574] : INFO : Epoch 1613 | loss: 0.0309986 | val_loss: 0.031325 | Time: 1490.23 ms
[2022-01-07 16:00:13 main:574] : INFO : Epoch 1614 | loss: 0.0309897 | val_loss: 0.0312724 | Time: 1479.46 ms
[2022-01-07 16:00:14 main:574] : INFO : Epoch 1615 | loss: 0.0309984 | val_loss: 0.0312961 | Time: 1495.5 ms
[2022-01-07 16:00:16 main:574] : INFO : Epoch 1616 | loss: 0.0309896 | val_loss: 0.0313107 | Time: 1477.89 ms
[2022-01-07 16:00:17 main:574] : INFO : Epoch 1617 | loss: 0.0309776 | val_loss: 0.0313396 | Time: 1470.53 ms
[2022-01-07 16:00:19 main:574] : INFO : Epoch 1618 | loss: 0.0309819 | val_loss: 0.0313161 | Time: 1490.91 ms
[2022-01-07 16:00:20 main:574] : INFO : Epoch 1619 | loss: 0.0309787 | val_loss: 0.0313279 | Time: 1499.48 ms
[2022-01-07 16:00:22 main:574] : INFO : Epoch 1620 | loss: 0.0309852 | val_loss: 0.0312943 | Time: 1482.23 ms
[2022-01-07 16:00:23 main:574] : INFO : Epoch 1621 | loss: 0.0309938 | val_loss: 0.031303 | Time: 1480.72 ms
[2022-01-07 16:00:25 main:574] : INFO : Epoch 1622 | loss: 0.0309911 | val_loss: 0.0313041 | Time: 1490.37 ms
[2022-01-07 16:00:26 main:574] : INFO : Epoch 1623 | loss: 0.0309885 | val_loss: 0.0313056 | Time: 1473.16 ms
[2022-01-07 16:00:28 main:574] : INFO : Epoch 1624 | loss: 0.0309918 | val_loss: 0.0313261 | Time: 1490.97 ms
[2022-01-07 16:00:30 main:574] : INFO : Epoch 1625 | loss: 0.0309968 | val_loss: 0.0313287 | Time: 1508.1 ms
[2022-01-07 16:00:31 main:574] : INFO : Epoch 1626 | loss: 0.0309955 | val_loss: 0.0313256 | Time: 1486.07 ms
[2022-01-07 16:00:33 main:574] : INFO : Epoch 1627 | loss: 0.0309904 | val_loss: 0.0312893 | Time: 1480.59 ms
[2022-01-07 16:00:34 main:574] : INFO : Epoch 1628 | loss: 0.0309832 | val_loss: 0.031313 | Time: 1491.38 ms
[2022-01-07 16:00:36 main:574] : INFO : Epoch 1629 | loss: 0.0309982 | val_loss: 0.0313234 | Time: 1480.73 ms
[2022-01-07 16:00:37 main:574] : INFO : Epoch 1630 | loss: 0.0309946 | val_loss: 0.0313141 | Time: 1487.67 ms
[2022-01-07 16:00:39 main:574] : INFO : Epoch 1631 | loss: 0.03099 | val_loss: 0.0312943 | Time: 1502.02 ms
[2022-01-07 16:00:40 main:574] : INFO : Epoch 1632 | loss: 0.0310058 | val_loss: 0.0313148 | Time: 1496.08 ms
[2022-01-07 16:00:42 main:574] : INFO : Epoch 1633 | loss: 0.0309902 | val_loss: 0.0312843 | Time: 1483.98 ms
[2022-01-07 16:00:44 main:574] : INFO : Epoch 1634 | loss: 0.0309938 | val_loss: 0.0313386 | Time: 1493.1 ms
[2022-01-07 16:00:45 main:574] : INFO : Epoch 1635 | loss: 0.0309885 | val_loss: 0.0313052 | Time: 1473.01 ms
[2022-01-07 16:00:47 main:574] : INFO : Epoch 1636 | loss: 0.0309887 | val_loss: 0.0313354 | Time: 1484.02 ms
[2022-01-07 16:00:48 main:574] : INFO : Epoch 1637 | loss: 0.0309799 | val_loss: 0.0313296 | Time: 1499.53 ms
[2022-01-07 16:00:50 main:574] : INFO : Epoch 1638 | loss: 0.0309774 | val_loss: 0.0313134 | Time: 1498.6 ms
[2022-01-07 16:00:51 main:574] : INFO : Epoch 1639 | loss: 0.0309869 | val_loss: 0.0313552 | Time: 1480.89 ms
[2022-01-07 16:00:53 main:574] : INFO : Epoch 1640 | loss: 0.0309835 | val_loss: 0.0313208 | Time: 1480.16 ms
[2022-01-07 16:00:54 main:574] : INFO : Epoch 1641 | loss: 0.0309852 | val_loss: 0.0313258 | Time: 1489.82 ms
[2022-01-07 16:00:56 main:574] : INFO : Epoch 1642 | loss: 0.0309938 | val_loss: 0.0312955 | Time: 1492.81 ms
[2022-01-07 16:00:58 main:574] : INFO : Epoch 1643 | loss: 0.0309927 | val_loss: 0.0312951 | Time: 1490.26 ms
[2022-01-07 16:00:59 main:574] : INFO : Epoch 1644 | loss: 0.0309904 | val_loss: 0.031322 | Time: 1496.28 ms
[2022-01-07 16:01:01 main:574] : INFO : Epoch 1645 | loss: 0.0309953 | val_loss: 0.0313521 | Time: 1490.06 ms
[2022-01-07 16:01:02 main:574] : INFO : Epoch 1646 | loss: 0.0309875 | val_loss: 0.0312902 | Time: 1495.66 ms
[2022-01-07 16:01:04 main:574] : INFO : Epoch 1647 | loss: 0.0309871 | val_loss: 0.031315 | Time: 1490.98 ms
[2022-01-07 16:01:05 main:574] : INFO : Epoch 1648 | loss: 0.0309865 | val_loss: 0.0313313 | Time: 1480.01 ms
[2022-01-07 16:01:07 main:574] : INFO : Epoch 1649 | loss: 0.030985 | val_loss: 0.0313613 | Time: 1499.11 ms
[2022-01-07 16:01:09 main:574] : INFO : Epoch 1650 | loss: 0.0309945 | val_loss: 0.0313243 | Time: 1493.05 ms
[2022-01-07 16:01:10 main:574] : INFO : Epoch 1651 | loss: 0.0309866 | val_loss: 0.0313032 | Time: 1500.84 ms
[2022-01-07 16:01:12 main:574] : INFO : Epoch 1652 | loss: 0.0309957 | val_loss: 0.0313367 | Time: 1470.02 ms
[2022-01-07 16:01:13 main:574] : INFO : Epoch 1653 | loss: 0.030987 | val_loss: 0.0313418 | Time: 1481.98 ms
[2022-01-07 16:01:15 main:574] : INFO : Epoch 1654 | loss: 0.0309937 | val_loss: 0.0313403 | Time: 1473.94 ms
[2022-01-07 16:01:16 main:574] : INFO : Epoch 1655 | loss: 0.0309941 | val_loss: 0.0313091 | Time: 1477.43 ms
[2022-01-07 16:01:18 main:574] : INFO : Epoch 1656 | loss: 0.0309812 | val_loss: 0.0313106 | Time: 1492.65 ms
[2022-01-07 16:01:19 main:574] : INFO : Epoch 1657 | loss: 0.0309962 | val_loss: 0.0313136 | Time: 1527.94 ms
[2022-01-07 16:01:21 main:574] : INFO : Epoch 1658 | loss: 0.0309981 | val_loss: 0.0313246 | Time: 1483.01 ms
[2022-01-07 16:01:23 main:574] : INFO : Epoch 1659 | loss: 0.0309941 | val_loss: 0.0313355 | Time: 1487.08 ms
[2022-01-07 16:01:24 main:574] : INFO : Epoch 1660 | loss: 0.0309904 | val_loss: 0.0313149 | Time: 1492.95 ms
[2022-01-07 16:01:26 main:574] : INFO : Epoch 1661 | loss: 0.0310035 | val_loss: 0.0313077 | Time: 1504.05 ms
[2022-01-07 16:01:27 main:574] : INFO : Epoch 1662 | loss: 0.0309905 | val_loss: 0.0312989 | Time: 1486.99 ms
[2022-01-07 16:01:29 main:574] : INFO : Epoch 1663 | loss: 0.030983 | val_loss: 0.0313216 | Time: 1504.24 ms
[2022-01-07 16:01:30 main:574] : INFO : Epoch 1664 | loss: 0.0309864 | val_loss: 0.0313074 | Time: 1484.1 ms
[2022-01-07 16:01:32 main:574] : INFO : Epoch 1665 | loss: 0.0310014 | val_loss: 0.0313128 | Time: 1486.85 ms
[2022-01-07 16:01:34 main:574] : INFO : Epoch 1666 | loss: 0.0309959 | val_loss: 0.0312867 | Time: 1489.25 ms
[2022-01-07 16:01:35 main:574] : INFO : Epoch 1667 | loss: 0.0309893 | val_loss: 0.0313275 | Time: 1477.59 ms
[2022-01-07 16:01:37 main:574] : INFO : Epoch 1668 | loss: 0.0309818 | val_loss: 0.0313148 | Time: 1478.38 ms
[2022-01-07 16:01:38 main:574] : INFO : Epoch 1669 | loss: 0.0309823 | val_loss: 0.0313162 | Time: 1487.2 ms
[2022-01-07 16:01:40 main:574] : INFO : Epoch 1670 | loss: 0.0309834 | val_loss: 0.0312989 | Time: 1491.13 ms
[2022-01-07 16:01:41 main:574] : INFO : Epoch 1671 | loss: 0.0309757 | val_loss: 0.0313324 | Time: 1478.56 ms
[2022-01-07 16:01:43 main:574] : INFO : Epoch 1672 | loss: 0.0309895 | val_loss: 0.031307 | Time: 1483.65 ms
[2022-01-07 16:01:44 main:574] : INFO : Epoch 1673 | loss: 0.0309888 | val_loss: 0.0313397 | Time: 1482.58 ms
[2022-01-07 16:01:46 main:574] : INFO : Epoch 1674 | loss: 0.030986 | val_loss: 0.0313144 | Time: 1472.85 ms
[2022-01-07 16:01:48 main:574] : INFO : Epoch 1675 | loss: 0.0309998 | val_loss: 0.0312777 | Time: 1475.91 ms
[2022-01-07 16:01:49 main:574] : INFO : Epoch 1676 | loss: 0.0310001 | val_loss: 0.0312906 | Time: 1495.49 ms
[2022-01-07 16:01:51 main:574] : INFO : Epoch 1677 | loss: 0.0309947 | val_loss: 0.0313135 | Time: 1488.3 ms
[2022-01-07 16:01:52 main:574] : INFO : Epoch 1678 | loss: 0.0309874 | val_loss: 0.0313182 | Time: 1489.19 ms
[2022-01-07 16:01:54 main:574] : INFO : Epoch 1679 | loss: 0.0309849 | val_loss: 0.0312919 | Time: 1490.72 ms
[2022-01-07 16:01:55 main:574] : INFO : Epoch 1680 | loss: 0.0309858 | val_loss: 0.0313488 | Time: 1491.68 ms
[2022-01-07 16:01:57 main:574] : INFO : Epoch 1681 | loss: 0.0309862 | val_loss: 0.031308 | Time: 1465.2 ms
[2022-01-07 16:01:58 main:574] : INFO : Epoch 1682 | loss: 0.0309838 | val_loss: 0.0313249 | Time: 1484.49 ms
[2022-01-07 16:02:00 main:574] : INFO : Epoch 1683 | loss: 0.0309976 | val_loss: 0.0312814 | Time: 1505.49 ms
[2022-01-07 16:02:02 main:574] : INFO : Epoch 1684 | loss: 0.0310031 | val_loss: 0.0313059 | Time: 1499.5 ms
[2022-01-07 16:02:03 main:574] : INFO : Epoch 1685 | loss: 0.0309892 | val_loss: 0.0313316 | Time: 1489.29 ms
[2022-01-07 16:02:05 main:574] : INFO : Epoch 1686 | loss: 0.0309933 | val_loss: 0.0312783 | Time: 1481.93 ms
[2022-01-07 16:02:06 main:574] : INFO : Epoch 1687 | loss: 0.0310202 | val_loss: 0.0312879 | Time: 1486.6 ms
[2022-01-07 16:02:08 main:574] : INFO : Epoch 1688 | loss: 0.0310014 | val_loss: 0.0313094 | Time: 1484.22 ms
[2022-01-07 16:02:09 main:574] : INFO : Epoch 1689 | loss: 0.0310084 | val_loss: 0.0312854 | Time: 1482.62 ms
[2022-01-07 16:02:11 main:574] : INFO : Epoch 1690 | loss: 0.0310364 | val_loss: 0.0312944 | Time: 1489.78 ms
[2022-01-07 16:02:12 main:574] : INFO : Epoch 1691 | loss: 0.0310093 | val_loss: 0.0313277 | Time: 1493.33 ms
[2022-01-07 16:02:14 main:574] : INFO : Epoch 1692 | loss: 0.0309942 | val_loss: 0.0313027 | Time: 1481.98 ms
[2022-01-07 16:02:16 main:574] : INFO : Epoch 1693 | loss: 0.0309881 | val_loss: 0.0313149 | Time: 1483.78 ms
[2022-01-07 16:02:17 main:574] : INFO : Epoch 1694 | loss: 0.0309835 | val_loss: 0.0313111 | Time: 1491.26 ms
[2022-01-07 16:02:19 main:574] : INFO : Epoch 1695 | loss: 0.0309828 | val_loss: 0.0313401 | Time: 1563.98 ms
[2022-01-07 16:02:20 main:574] : INFO : Epoch 1696 | loss: 0.0309781 | val_loss: 0.0312944 | Time: 1515.92 ms
[2022-01-07 16:02:22 main:574] : INFO : Epoch 1697 | loss: 0.0309961 | val_loss: 0.0313176 | Time: 1488.86 ms
[2022-01-07 16:02:23 main:574] : INFO : Epoch 1698 | loss: 0.0309883 | val_loss: 0.0312924 | Time: 1480.08 ms
[2022-01-07 16:02:25 main:574] : INFO : Epoch 1699 | loss: 0.0309823 | val_loss: 0.0313079 | Time: 1491.65 ms
[2022-01-07 16:02:27 main:574] : INFO : Epoch 1700 | loss: 0.0309866 | val_loss: 0.03133 | Time: 1489.4 ms
[2022-01-07 16:02:28 main:574] : INFO : Epoch 1701 | loss: 0.0309862 | val_loss: 0.0312843 | Time: 1489.04 ms
[2022-01-07 16:02:30 main:574] : INFO : Epoch 1702 | loss: 0.0309975 | val_loss: 0.0313119 | Time: 1501.41 ms
[2022-01-07 16:02:31 main:574] : INFO : Epoch 1703 | loss: 0.0309916 | val_loss: 0.0313038 | Time: 1515.15 ms
[2022-01-07 16:02:33 main:574] : INFO : Epoch 1704 | loss: 0.0309873 | val_loss: 0.0313275 | Time: 1479.38 ms
[2022-01-07 16:02:34 main:574] : INFO : Epoch 1705 | loss: 0.0309808 | val_loss: 0.0313322 | Time: 1494.79 ms
[2022-01-07 16:02:36 main:574] : INFO : Epoch 1706 | loss: 0.0309793 | val_loss: 0.0313376 | Time: 1487.84 ms
[2022-01-07 16:02:37 main:574] : INFO : Epoch 1707 | loss: 0.0309856 | val_loss: 0.0313387 | Time: 1481.77 ms
[2022-01-07 16:02:39 main:574] : INFO : Epoch 1708 | loss: 0.030982 | val_loss: 0.0313149 | Time: 1507.62 ms
[2022-01-07 16:02:41 main:574] : INFO : Epoch 1709 | loss: 0.0309877 | val_loss: 0.0313065 | Time: 1484.46 ms
[2022-01-07 16:02:42 main:574] : INFO : Epoch 1710 | loss: 0.0309983 | val_loss: 0.0313253 | Time: 1486.56 ms
[2022-01-07 16:02:44 main:574] : INFO : Epoch 1711 | loss: 0.0309847 | val_loss: 0.0313355 | Time: 1486.78 ms
[2022-01-07 16:02:45 main:574] : INFO : Epoch 1712 | loss: 0.030986 | val_loss: 0.0312992 | Time: 1501.31 ms
[2022-01-07 16:02:47 main:574] : INFO : Epoch 1713 | loss: 0.0309832 | val_loss: 0.0313209 | Time: 1483.25 ms
[2022-01-07 16:02:48 main:574] : INFO : Epoch 1714 | loss: 0.0309832 | val_loss: 0.031342 | Time: 1491.21 ms
[2022-01-07 16:02:50 main:574] : INFO : Epoch 1715 | loss: 0.03099 | val_loss: 0.0313302 | Time: 1577.35 ms
[2022-01-07 16:02:52 main:574] : INFO : Epoch 1716 | loss: 0.0309995 | val_loss: 0.0313236 | Time: 1577.68 ms
[2022-01-07 16:02:53 main:574] : INFO : Epoch 1717 | loss: 0.0309877 | val_loss: 0.0313221 | Time: 1579.45 ms
[2022-01-07 16:02:55 main:574] : INFO : Epoch 1718 | loss: 0.0309895 | val_loss: 0.0312847 | Time: 1662.87 ms
[2022-01-07 16:02:57 main:574] : INFO : Epoch 1719 | loss: 0.0309926 | val_loss: 0.0313096 | Time: 1711.62 ms
[2022-01-07 16:02:59 main:574] : INFO : Epoch 1720 | loss: 0.0309901 | val_loss: 0.0313216 | Time: 1584.51 ms
[2022-01-07 16:03:00 main:574] : INFO : Epoch 1721 | loss: 0.0309854 | val_loss: 0.0312893 | Time: 1525.06 ms
[2022-01-07 16:03:02 main:574] : INFO : Epoch 1722 | loss: 0.0309965 | val_loss: 0.0312994 | Time: 1533.82 ms
[2022-01-07 16:03:03 main:574] : INFO : Epoch 1723 | loss: 0.0309864 | val_loss: 0.0313124 | Time: 1499.35 ms
[2022-01-07 16:03:05 main:574] : INFO : Epoch 1724 | loss: 0.0309849 | val_loss: 0.0313248 | Time: 1493.09 ms
[2022-01-07 16:03:06 main:574] : INFO : Epoch 1725 | loss: 0.0309815 | val_loss: 0.0313081 | Time: 1484.6 ms
[2022-01-07 16:03:08 main:574] : INFO : Epoch 1726 | loss: 0.0309831 | val_loss: 0.0313718 | Time: 1482.61 ms
[2022-01-07 16:03:10 main:574] : INFO : Epoch 1727 | loss: 0.0309868 | val_loss: 0.0313351 | Time: 1497.78 ms
[2022-01-07 16:03:11 main:574] : INFO : Epoch 1728 | loss: 0.0309863 | val_loss: 0.031333 | Time: 1477.46 ms
[2022-01-07 16:03:13 main:574] : INFO : Epoch 1729 | loss: 0.0309989 | val_loss: 0.0313052 | Time: 1481.66 ms
[2022-01-07 16:03:14 main:574] : INFO : Epoch 1730 | loss: 0.0309895 | val_loss: 0.0313554 | Time: 1489.37 ms
[2022-01-07 16:03:16 main:574] : INFO : Epoch 1731 | loss: 0.0309828 | val_loss: 0.031324 | Time: 1488.73 ms
[2022-01-07 16:03:17 main:574] : INFO : Epoch 1732 | loss: 0.030979 | val_loss: 0.0313235 | Time: 1479.73 ms
[2022-01-07 16:03:19 main:574] : INFO : Epoch 1733 | loss: 0.0309777 | val_loss: 0.0313371 | Time: 1491.94 ms
[2022-01-07 16:03:20 main:574] : INFO : Epoch 1734 | loss: 0.0309868 | val_loss: 0.0313353 | Time: 1499.64 ms
[2022-01-07 16:03:22 main:574] : INFO : Epoch 1735 | loss: 0.0309863 | val_loss: 0.0313222 | Time: 1478.99 ms
[2022-01-07 16:03:23 main:574] : INFO : Epoch 1736 | loss: 0.0309832 | val_loss: 0.0313516 | Time: 1482.59 ms
[2022-01-07 16:03:25 main:574] : INFO : Epoch 1737 | loss: 0.0309816 | val_loss: 0.031322 | Time: 1479.29 ms
[2022-01-07 16:03:27 main:574] : INFO : Epoch 1738 | loss: 0.0309898 | val_loss: 0.0313124 | Time: 1491.24 ms
[2022-01-07 16:03:28 main:574] : INFO : Epoch 1739 | loss: 0.0310064 | val_loss: 0.0313004 | Time: 1484.96 ms
[2022-01-07 16:03:30 main:574] : INFO : Epoch 1740 | loss: 0.030997 | val_loss: 0.0313077 | Time: 1510.25 ms
[2022-01-07 16:03:31 main:574] : INFO : Epoch 1741 | loss: 0.0309971 | val_loss: 0.0313009 | Time: 1486.71 ms
[2022-01-07 16:03:33 main:574] : INFO : Epoch 1742 | loss: 0.0309932 | val_loss: 0.0313641 | Time: 1481.93 ms
[2022-01-07 16:03:34 main:574] : INFO : Epoch 1743 | loss: 0.0309876 | val_loss: 0.0312972 | Time: 1479.34 ms
[2022-01-07 16:03:36 main:574] : INFO : Epoch 1744 | loss: 0.0310011 | val_loss: 0.0313189 | Time: 1483.59 ms
[2022-01-07 16:03:37 main:574] : INFO : Epoch 1745 | loss: 0.0309898 | val_loss: 0.0313115 | Time: 1489.86 ms
[2022-01-07 16:03:39 main:574] : INFO : Epoch 1746 | loss: 0.030982 | val_loss: 0.0313332 | Time: 1482.97 ms
[2022-01-07 16:03:41 main:574] : INFO : Epoch 1747 | loss: 0.030985 | val_loss: 0.0313429 | Time: 1495.37 ms
[2022-01-07 16:03:42 main:574] : INFO : Epoch 1748 | loss: 0.0309832 | val_loss: 0.0312989 | Time: 1484.35 ms
[2022-01-07 16:03:44 main:574] : INFO : Epoch 1749 | loss: 0.030996 | val_loss: 0.0313218 | Time: 1490.31 ms
[2022-01-07 16:03:45 main:574] : INFO : Epoch 1750 | loss: 0.0309939 | val_loss: 0.0313594 | Time: 1485.16 ms
[2022-01-07 16:03:47 main:574] : INFO : Epoch 1751 | loss: 0.0309953 | val_loss: 0.0312939 | Time: 1472.83 ms
[2022-01-07 16:03:48 main:574] : INFO : Epoch 1752 | loss: 0.0309934 | val_loss: 0.0313113 | Time: 1485.01 ms
[2022-01-07 16:03:50 main:574] : INFO : Epoch 1753 | loss: 0.0309874 | val_loss: 0.0313054 | Time: 1496.04 ms
[2022-01-07 16:03:51 main:574] : INFO : Epoch 1754 | loss: 0.030983 | val_loss: 0.0312915 | Time: 1483.3 ms
[2022-01-07 16:03:53 main:574] : INFO : Epoch 1755 | loss: 0.0309998 | val_loss: 0.0313154 | Time: 1505.21 ms
[2022-01-07 16:03:55 main:574] : INFO : Epoch 1756 | loss: 0.0310204 | val_loss: 0.0312669 | Time: 1499.86 ms
[2022-01-07 16:03:56 main:574] : INFO : Epoch 1757 | loss: 0.0310226 | val_loss: 0.0312861 | Time: 1488.72 ms
[2022-01-07 16:03:58 main:574] : INFO : Epoch 1758 | loss: 0.0310015 | val_loss: 0.0313306 | Time: 1484.84 ms
[2022-01-07 16:03:59 main:574] : INFO : Epoch 1759 | loss: 0.0309943 | val_loss: 0.0313037 | Time: 1499.26 ms
[2022-01-07 16:04:01 main:574] : INFO : Epoch 1760 | loss: 0.0309943 | val_loss: 0.0313271 | Time: 1510.91 ms
[2022-01-07 16:04:02 main:574] : INFO : Epoch 1761 | loss: 0.0309896 | val_loss: 0.031317 | Time: 1471.07 ms
[2022-01-07 16:04:04 main:574] : INFO : Epoch 1762 | loss: 0.0309913 | val_loss: 0.0313168 | Time: 1472.64 ms
[2022-01-07 16:04:05 main:574] : INFO : Epoch 1763 | loss: 0.030984 | val_loss: 0.0313399 | Time: 1470 ms
[2022-01-07 16:04:07 main:574] : INFO : Epoch 1764 | loss: 0.0309869 | val_loss: 0.0313142 | Time: 1488.78 ms
[2022-01-07 16:04:08 main:574] : INFO : Epoch 1765 | loss: 0.0309844 | val_loss: 0.0313151 | Time: 1477.68 ms
[2022-01-07 16:04:10 main:574] : INFO : Epoch 1766 | loss: 0.0309837 | val_loss: 0.0313209 | Time: 1505.99 ms
[2022-01-07 16:04:12 main:574] : INFO : Epoch 1767 | loss: 0.0309841 | val_loss: 0.0313025 | Time: 1479.54 ms
[2022-01-07 16:04:13 main:574] : INFO : Epoch 1768 | loss: 0.0309863 | val_loss: 0.0313356 | Time: 1489.51 ms
[2022-01-07 16:04:15 main:574] : INFO : Epoch 1769 | loss: 0.0309823 | val_loss: 0.0313383 | Time: 1482.99 ms
[2022-01-07 16:04:16 main:574] : INFO : Epoch 1770 | loss: 0.0309841 | val_loss: 0.0313178 | Time: 1476.57 ms
[2022-01-07 16:04:18 main:574] : INFO : Epoch 1771 | loss: 0.0309914 | val_loss: 0.0312865 | Time: 1477.14 ms
[2022-01-07 16:04:19 main:574] : INFO : Epoch 1772 | loss: 0.0310002 | val_loss: 0.0313254 | Time: 1506.13 ms
[2022-01-07 16:04:21 main:574] : INFO : Epoch 1773 | loss: 0.0309896 | val_loss: 0.0313237 | Time: 1481.84 ms
[2022-01-07 16:04:22 main:574] : INFO : Epoch 1774 | loss: 0.0309879 | val_loss: 0.0313577 | Time: 1509.46 ms
[2022-01-07 16:04:24 main:574] : INFO : Epoch 1775 | loss: 0.0309845 | val_loss: 0.0313243 | Time: 1485.29 ms
[2022-01-07 16:04:26 main:574] : INFO : Epoch 1776 | loss: 0.0309835 | val_loss: 0.0313498 | Time: 1491.84 ms
[2022-01-07 16:04:27 main:574] : INFO : Epoch 1777 | loss: 0.0309818 | val_loss: 0.0313249 | Time: 1490.84 ms
[2022-01-07 16:04:29 main:574] : INFO : Epoch 1778 | loss: 0.0309857 | val_loss: 0.0313269 | Time: 1482.76 ms
[2022-01-07 16:04:30 main:574] : INFO : Epoch 1779 | loss: 0.0309865 | val_loss: 0.0313276 | Time: 1500.75 ms
[2022-01-07 16:04:32 main:574] : INFO : Epoch 1780 | loss: 0.030986 | val_loss: 0.0313264 | Time: 1491.47 ms
[2022-01-07 16:04:33 main:574] : INFO : Epoch 1781 | loss: 0.0309888 | val_loss: 0.0312748 | Time: 1483.22 ms
[2022-01-07 16:04:35 main:574] : INFO : Epoch 1782 | loss: 0.0309909 | val_loss: 0.0313334 | Time: 1486.06 ms
[2022-01-07 16:04:36 main:574] : INFO : Epoch 1783 | loss: 0.0309855 | val_loss: 0.0312848 | Time: 1488.73 ms
[2022-01-07 16:04:38 main:574] : INFO : Epoch 1784 | loss: 0.0309885 | val_loss: 0.0313307 | Time: 1484.62 ms
[2022-01-07 16:04:40 main:574] : INFO : Epoch 1785 | loss: 0.0309908 | val_loss: 0.0313254 | Time: 1498.13 ms
[2022-01-07 16:04:41 main:574] : INFO : Epoch 1786 | loss: 0.0309902 | val_loss: 0.0313146 | Time: 1491.24 ms
[2022-01-07 16:04:43 main:574] : INFO : Epoch 1787 | loss: 0.0309849 | val_loss: 0.0313199 | Time: 1488.67 ms
[2022-01-07 16:04:44 main:574] : INFO : Epoch 1788 | loss: 0.030988 | val_loss: 0.0313224 | Time: 1469.91 ms
[2022-01-07 16:04:46 main:574] : INFO : Epoch 1789 | loss: 0.0309783 | val_loss: 0.0313053 | Time: 1478.81 ms
[2022-01-07 16:04:47 main:574] : INFO : Epoch 1790 | loss: 0.0309806 | val_loss: 0.0313222 | Time: 1476.89 ms
[2022-01-07 16:04:49 main:574] : INFO : Epoch 1791 | loss: 0.0309907 | val_loss: 0.0313348 | Time: 1494.2 ms
[2022-01-07 16:04:50 main:574] : INFO : Epoch 1792 | loss: 0.0309843 | val_loss: 0.0312915 | Time: 1505.79 ms
[2022-01-07 16:04:52 main:574] : INFO : Epoch 1793 | loss: 0.0309966 | val_loss: 0.031292 | Time: 1495.94 ms
[2022-01-07 16:04:54 main:574] : INFO : Epoch 1794 | loss: 0.0309898 | val_loss: 0.0313436 | Time: 1470.98 ms
[2022-01-07 16:04:55 main:574] : INFO : Epoch 1795 | loss: 0.0309812 | val_loss: 0.0313289 | Time: 1488.59 ms
[2022-01-07 16:04:57 main:574] : INFO : Epoch 1796 | loss: 0.0309869 | val_loss: 0.031322 | Time: 1479.44 ms
[2022-01-07 16:04:58 main:574] : INFO : Epoch 1797 | loss: 0.0309927 | val_loss: 0.0313187 | Time: 1481.48 ms
[2022-01-07 16:05:00 main:574] : INFO : Epoch 1798 | loss: 0.0309871 | val_loss: 0.0313242 | Time: 1506.53 ms
[2022-01-07 16:05:01 main:574] : INFO : Epoch 1799 | loss: 0.0309828 | val_loss: 0.0313675 | Time: 1494.07 ms
[2022-01-07 16:05:03 main:574] : INFO : Epoch 1800 | loss: 0.0309777 | val_loss: 0.0313175 | Time: 1493.54 ms
[2022-01-07 16:05:04 main:574] : INFO : Epoch 1801 | loss: 0.0309889 | val_loss: 0.031308 | Time: 1497.42 ms
[2022-01-07 16:05:06 main:574] : INFO : Epoch 1802 | loss: 0.0309865 | val_loss: 0.0313285 | Time: 1488.31 ms
[2022-01-07 16:05:07 main:574] : INFO : Epoch 1803 | loss: 0.0309937 | val_loss: 0.0313183 | Time: 1485.24 ms
[2022-01-07 16:05:09 main:574] : INFO : Epoch 1804 | loss: 0.0309924 | val_loss: 0.0313297 | Time: 1479.43 ms
[2022-01-07 16:05:11 main:574] : INFO : Epoch 1805 | loss: 0.0309791 | val_loss: 0.0313004 | Time: 1490.01 ms
[2022-01-07 16:05:12 main:574] : INFO : Epoch 1806 | loss: 0.0309898 | val_loss: 0.031352 | Time: 1488.81 ms
[2022-01-07 16:05:14 main:574] : INFO : Epoch 1807 | loss: 0.030996 | val_loss: 0.0313251 | Time: 1485.65 ms
[2022-01-07 16:05:15 main:574] : INFO : Epoch 1808 | loss: 0.0309874 | val_loss: 0.0313365 | Time: 1480.5 ms
[2022-01-07 16:05:17 main:574] : INFO : Epoch 1809 | loss: 0.0309958 | val_loss: 0.0313282 | Time: 1480.03 ms
[2022-01-07 16:05:18 main:574] : INFO : Epoch 1810 | loss: 0.0309853 | val_loss: 0.0313198 | Time: 1476.91 ms
[2022-01-07 16:05:20 main:574] : INFO : Epoch 1811 | loss: 0.0309831 | val_loss: 0.0313014 | Time: 1507.78 ms
[2022-01-07 16:05:22 main:574] : INFO : Epoch 1812 | loss: 0.0309803 | val_loss: 0.0313236 | Time: 1487.67 ms
[2022-01-07 16:05:23 main:574] : INFO : Epoch 1813 | loss: 0.0309836 | val_loss: 0.0313073 | Time: 1484.25 ms
[2022-01-07 16:05:25 main:574] : INFO : Epoch 1814 | loss: 0.0309903 | val_loss: 0.0312861 | Time: 1495.05 ms
[2022-01-07 16:05:26 main:574] : INFO : Epoch 1815 | loss: 0.0309862 | val_loss: 0.0313408 | Time: 1484.45 ms
[2022-01-07 16:05:28 main:574] : INFO : Epoch 1816 | loss: 0.0309935 | val_loss: 0.0313307 | Time: 1470.24 ms
[2022-01-07 16:05:29 main:574] : INFO : Epoch 1817 | loss: 0.0309952 | val_loss: 0.0313066 | Time: 1482.84 ms
[2022-01-07 16:05:31 main:574] : INFO : Epoch 1818 | loss: 0.0309904 | val_loss: 0.0313172 | Time: 1491.82 ms
[2022-01-07 16:05:32 main:574] : INFO : Epoch 1819 | loss: 0.0309834 | val_loss: 0.0313403 | Time: 1493.66 ms
[2022-01-07 16:05:34 main:574] : INFO : Epoch 1820 | loss: 0.0309875 | val_loss: 0.0313075 | Time: 1485.45 ms
[2022-01-07 16:05:35 main:574] : INFO : Epoch 1821 | loss: 0.0309917 | val_loss: 0.0313168 | Time: 1482.43 ms
[2022-01-07 16:05:37 main:574] : INFO : Epoch 1822 | loss: 0.0309878 | val_loss: 0.0313164 | Time: 1490.6 ms
[2022-01-07 16:05:39 main:574] : INFO : Epoch 1823 | loss: 0.0309785 | val_loss: 0.0313081 | Time: 1486.42 ms
[2022-01-07 16:05:40 main:574] : INFO : Epoch 1824 | loss: 0.0309942 | val_loss: 0.0313342 | Time: 1505.27 ms
[2022-01-07 16:05:42 main:574] : INFO : Epoch 1825 | loss: 0.0309858 | val_loss: 0.0313026 | Time: 1493.78 ms
[2022-01-07 16:05:43 main:574] : INFO : Epoch 1826 | loss: 0.0309885 | val_loss: 0.0313041 | Time: 1482.31 ms
[2022-01-07 16:05:45 main:574] : INFO : Epoch 1827 | loss: 0.0309909 | val_loss: 0.0313192 | Time: 1495.42 ms
[2022-01-07 16:05:46 main:574] : INFO : Epoch 1828 | loss: 0.0309937 | val_loss: 0.0312835 | Time: 1486.92 ms
[2022-01-07 16:05:48 main:574] : INFO : Epoch 1829 | loss: 0.0309917 | val_loss: 0.0313551 | Time: 1485.27 ms
[2022-01-07 16:05:49 main:574] : INFO : Epoch 1830 | loss: 0.0309949 | val_loss: 0.0313181 | Time: 1531.21 ms
[2022-01-07 16:05:51 main:574] : INFO : Epoch 1831 | loss: 0.0309979 | val_loss: 0.0312949 | Time: 1486.45 ms
[2022-01-07 16:05:53 main:574] : INFO : Epoch 1832 | loss: 0.0309927 | val_loss: 0.0312967 | Time: 1488.15 ms
[2022-01-07 16:05:54 main:574] : INFO : Epoch 1833 | loss: 0.030995 | val_loss: 0.0313279 | Time: 1486.44 ms
[2022-01-07 16:05:56 main:574] : INFO : Epoch 1834 | loss: 0.0309966 | val_loss: 0.0313028 | Time: 1472.21 ms
[2022-01-07 16:05:57 main:574] : INFO : Epoch 1835 | loss: 0.0309878 | val_loss: 0.0313743 | Time: 1472.42 ms
[2022-01-07 16:05:59 main:574] : INFO : Epoch 1836 | loss: 0.0309811 | val_loss: 0.0313026 | Time: 1481.21 ms
[2022-01-07 16:06:00 main:574] : INFO : Epoch 1837 | loss: 0.0309843 | val_loss: 0.0313059 | Time: 1509.19 ms
[2022-01-07 16:06:02 main:574] : INFO : Epoch 1838 | loss: 0.0309923 | val_loss: 0.0313304 | Time: 1498.09 ms
[2022-01-07 16:06:03 main:574] : INFO : Epoch 1839 | loss: 0.0309943 | val_loss: 0.0313166 | Time: 1495.97 ms
[2022-01-07 16:06:05 main:574] : INFO : Epoch 1840 | loss: 0.031002 | val_loss: 0.031309 | Time: 1495.79 ms
[2022-01-07 16:06:07 main:574] : INFO : Epoch 1841 | loss: 0.0309964 | val_loss: 0.0313031 | Time: 1478.2 ms
[2022-01-07 16:06:08 main:574] : INFO : Epoch 1842 | loss: 0.0310004 | val_loss: 0.0313151 | Time: 1479.74 ms
[2022-01-07 16:06:10 main:574] : INFO : Epoch 1843 | loss: 0.0309865 | val_loss: 0.0313401 | Time: 1489 ms
[2022-01-07 16:06:11 main:574] : INFO : Epoch 1844 | loss: 0.0309927 | val_loss: 0.0313263 | Time: 1467.52 ms
[2022-01-07 16:06:13 main:574] : INFO : Epoch 1845 | loss: 0.0309914 | val_loss: 0.0313245 | Time: 1482.14 ms
[2022-01-07 16:06:14 main:574] : INFO : Epoch 1846 | loss: 0.0309868 | val_loss: 0.0313008 | Time: 1495.9 ms
[2022-01-07 16:06:16 main:574] : INFO : Epoch 1847 | loss: 0.030993 | val_loss: 0.0313242 | Time: 1494.2 ms
[2022-01-07 16:06:17 main:574] : INFO : Epoch 1848 | loss: 0.0309851 | val_loss: 0.031304 | Time: 1490.21 ms
[2022-01-07 16:06:19 main:574] : INFO : Epoch 1849 | loss: 0.0309879 | val_loss: 0.0313342 | Time: 1495.53 ms
[2022-01-07 16:06:21 main:574] : INFO : Epoch 1850 | loss: 0.0309837 | val_loss: 0.031309 | Time: 1518.6 ms
[2022-01-07 16:06:22 main:574] : INFO : Epoch 1851 | loss: 0.0309911 | val_loss: 0.0313153 | Time: 1496.85 ms
[2022-01-07 16:06:24 main:574] : INFO : Epoch 1852 | loss: 0.0309895 | val_loss: 0.0313363 | Time: 1493.62 ms
[2022-01-07 16:06:25 main:574] : INFO : Epoch 1853 | loss: 0.0309973 | val_loss: 0.0312999 | Time: 1480.04 ms
[2022-01-07 16:06:27 main:574] : INFO : Epoch 1854 | loss: 0.0309956 | val_loss: 0.0313107 | Time: 1481.44 ms
[2022-01-07 16:06:28 main:574] : INFO : Epoch 1855 | loss: 0.0309879 | val_loss: 0.0312984 | Time: 1491.55 ms
[2022-01-07 16:06:30 main:574] : INFO : Epoch 1856 | loss: 0.0309902 | val_loss: 0.0313382 | Time: 1496.3 ms
[2022-01-07 16:06:31 main:574] : INFO : Epoch 1857 | loss: 0.03099 | val_loss: 0.0313188 | Time: 1476.5 ms
[2022-01-07 16:06:33 main:574] : INFO : Epoch 1858 | loss: 0.0309882 | val_loss: 0.0313338 | Time: 1479.56 ms
[2022-01-07 16:06:34 main:574] : INFO : Epoch 1859 | loss: 0.0309891 | val_loss: 0.0313457 | Time: 1469.65 ms
[2022-01-07 16:06:36 main:574] : INFO : Epoch 1860 | loss: 0.0309876 | val_loss: 0.0313286 | Time: 1482.63 ms
[2022-01-07 16:06:38 main:574] : INFO : Epoch 1861 | loss: 0.0309824 | val_loss: 0.031329 | Time: 1482.18 ms
[2022-01-07 16:06:39 main:574] : INFO : Epoch 1862 | loss: 0.0309929 | val_loss: 0.0313079 | Time: 1481.93 ms
[2022-01-07 16:06:41 main:574] : INFO : Epoch 1863 | loss: 0.0309847 | val_loss: 0.0313104 | Time: 1481.17 ms
[2022-01-07 16:06:42 main:574] : INFO : Epoch 1864 | loss: 0.030985 | val_loss: 0.031359 | Time: 1495.32 ms
[2022-01-07 16:06:44 main:574] : INFO : Epoch 1865 | loss: 0.0309868 | val_loss: 0.0313146 | Time: 1546.79 ms
[2022-01-07 16:06:45 main:574] : INFO : Epoch 1866 | loss: 0.0310019 | val_loss: 0.0313348 | Time: 1539.7 ms
[2022-01-07 16:06:47 main:574] : INFO : Epoch 1867 | loss: 0.0310017 | val_loss: 0.0313315 | Time: 1529.71 ms
[2022-01-07 16:06:49 main:574] : INFO : Epoch 1868 | loss: 0.0309912 | val_loss: 0.0313239 | Time: 1541.57 ms
[2022-01-07 16:06:50 main:574] : INFO : Epoch 1869 | loss: 0.0309856 | val_loss: 0.031309 | Time: 1545.52 ms
[2022-01-07 16:06:52 main:574] : INFO : Epoch 1870 | loss: 0.0309781 | val_loss: 0.0313294 | Time: 1512.85 ms
[2022-01-07 16:06:53 main:574] : INFO : Epoch 1871 | loss: 0.0309798 | val_loss: 0.0313048 | Time: 1562.46 ms
[2022-01-07 16:06:55 main:574] : INFO : Epoch 1872 | loss: 0.0309889 | val_loss: 0.0312823 | Time: 1549.9 ms
[2022-01-07 16:06:57 main:574] : INFO : Epoch 1873 | loss: 0.0310021 | val_loss: 0.03134 | Time: 1546.71 ms
[2022-01-07 16:06:58 main:574] : INFO : Epoch 1874 | loss: 0.0309914 | val_loss: 0.0313103 | Time: 1539.13 ms
[2022-01-07 16:07:00 main:574] : INFO : Epoch 1875 | loss: 0.0309877 | val_loss: 0.0313174 | Time: 1558.1 ms
[2022-01-07 16:07:02 main:574] : INFO : Epoch 1876 | loss: 0.0309824 | val_loss: 0.0313345 | Time: 1530.18 ms
[2022-01-07 16:07:03 main:574] : INFO : Epoch 1877 | loss: 0.0309789 | val_loss: 0.0313333 | Time: 1524.42 ms
[2022-01-07 16:07:05 main:574] : INFO : Epoch 1878 | loss: 0.0309876 | val_loss: 0.0313311 | Time: 1535.86 ms
[2022-01-07 16:07:06 main:574] : INFO : Epoch 1879 | loss: 0.0309958 | val_loss: 0.031347 | Time: 1541.1 ms
[2022-01-07 16:07:08 main:574] : INFO : Epoch 1880 | loss: 0.0309912 | val_loss: 0.0313161 | Time: 1539.71 ms
[2022-01-07 16:07:10 main:574] : INFO : Epoch 1881 | loss: 0.0309901 | val_loss: 0.031309 | Time: 1536.53 ms
[2022-01-07 16:07:11 main:574] : INFO : Epoch 1882 | loss: 0.0309844 | val_loss: 0.0313178 | Time: 1547.84 ms
[2022-01-07 16:07:13 main:574] : INFO : Epoch 1883 | loss: 0.0309839 | val_loss: 0.0313348 | Time: 1534.76 ms
[2022-01-07 16:07:14 main:574] : INFO : Epoch 1884 | loss: 0.030988 | val_loss: 0.0313084 | Time: 1538.77 ms
[2022-01-07 16:07:16 main:574] : INFO : Epoch 1885 | loss: 0.0309936 | val_loss: 0.031304 | Time: 1547.78 ms
[2022-01-07 16:07:18 main:574] : INFO : Epoch 1886 | loss: 0.030993 | val_loss: 0.031336 | Time: 1549.71 ms
[2022-01-07 16:07:19 main:574] : INFO : Epoch 1887 | loss: 0.031001 | val_loss: 0.0312947 | Time: 1709.87 ms
[2022-01-07 16:07:21 main:574] : INFO : Epoch 1888 | loss: 0.0309888 | val_loss: 0.0312995 | Time: 1671.51 ms
[2022-01-07 16:07:23 main:574] : INFO : Epoch 1889 | loss: 0.0309968 | val_loss: 0.0313189 | Time: 1564.25 ms
[2022-01-07 16:07:24 main:574] : INFO : Epoch 1890 | loss: 0.0309972 | val_loss: 0.0312863 | Time: 1558.35 ms
[2022-01-07 16:07:26 main:574] : INFO : Epoch 1891 | loss: 0.0309966 | val_loss: 0.0313054 | Time: 1547.25 ms
[2022-01-07 16:07:28 main:574] : INFO : Epoch 1892 | loss: 0.0309861 | val_loss: 0.0313112 | Time: 1548 ms
[2022-01-07 16:07:29 main:574] : INFO : Epoch 1893 | loss: 0.0309798 | val_loss: 0.0312973 | Time: 1547.1 ms
[2022-01-07 16:07:31 main:574] : INFO : Epoch 1894 | loss: 0.0309919 | val_loss: 0.0313563 | Time: 1538.48 ms
[2022-01-07 16:07:32 main:574] : INFO : Epoch 1895 | loss: 0.0309917 | val_loss: 0.0313203 | Time: 1516.8 ms
[2022-01-07 16:07:34 main:574] : INFO : Epoch 1896 | loss: 0.0309964 | val_loss: 0.0313374 | Time: 1520.52 ms
[2022-01-07 16:07:36 main:574] : INFO : Epoch 1897 | loss: 0.0309912 | val_loss: 0.0313214 | Time: 1536.05 ms
[2022-01-07 16:07:37 main:574] : INFO : Epoch 1898 | loss: 0.0309854 | val_loss: 0.0313365 | Time: 1541.85 ms
[2022-01-07 16:07:39 main:574] : INFO : Epoch 1899 | loss: 0.0309838 | val_loss: 0.0313035 | Time: 1542.5 ms
[2022-01-07 16:07:41 main:574] : INFO : Epoch 1900 | loss: 0.0309794 | val_loss: 0.0313512 | Time: 1566.42 ms
[2022-01-07 16:07:42 main:574] : INFO : Epoch 1901 | loss: 0.0309881 | val_loss: 0.0313127 | Time: 1529.24 ms
[2022-01-07 16:07:44 main:574] : INFO : Epoch 1902 | loss: 0.0309884 | val_loss: 0.0312943 | Time: 1546.91 ms
[2022-01-07 16:07:45 main:574] : INFO : Epoch 1903 | loss: 0.030995 | val_loss: 0.0313349 | Time: 1538.03 ms
[2022-01-07 16:07:47 main:574] : INFO : Epoch 1904 | loss: 0.0309814 | val_loss: 0.031328 | Time: 1542.94 ms
[2022-01-07 16:07:49 main:574] : INFO : Epoch 1905 | loss: 0.0309863 | val_loss: 0.0313142 | Time: 1546.01 ms
[2022-01-07 16:07:50 main:574] : INFO : Epoch 1906 | loss: 0.0309862 | val_loss: 0.0313002 | Time: 1559.89 ms
[2022-01-07 16:07:52 main:574] : INFO : Epoch 1907 | loss: 0.0309919 | val_loss: 0.0313049 | Time: 1528.43 ms
[2022-01-07 16:07:53 main:574] : INFO : Epoch 1908 | loss: 0.030993 | val_loss: 0.0313385 | Time: 1545.97 ms
[2022-01-07 16:07:55 main:574] : INFO : Epoch 1909 | loss: 0.0309943 | val_loss: 0.031302 | Time: 1535.1 ms
[2022-01-07 16:07:57 main:574] : INFO : Epoch 1910 | loss: 0.0309856 | val_loss: 0.0313174 | Time: 1533.38 ms
[2022-01-07 16:07:58 main:574] : INFO : Epoch 1911 | loss: 0.0309917 | val_loss: 0.03133 | Time: 1539.2 ms
[2022-01-07 16:08:00 main:574] : INFO : Epoch 1912 | loss: 0.0309975 | val_loss: 0.0313102 | Time: 1557.29 ms
[2022-01-07 16:08:01 main:574] : INFO : Epoch 1913 | loss: 0.0309907 | val_loss: 0.0312954 | Time: 1549.86 ms
[2022-01-07 16:08:03 main:574] : INFO : Epoch 1914 | loss: 0.0309841 | val_loss: 0.0313298 | Time: 1539.7 ms
[2022-01-07 16:08:05 main:574] : INFO : Epoch 1915 | loss: 0.0309898 | val_loss: 0.03134 | Time: 1542.61 ms
[2022-01-07 16:08:06 main:574] : INFO : Epoch 1916 | loss: 0.0309877 | val_loss: 0.0312778 | Time: 1544.49 ms
[2022-01-07 16:08:08 main:574] : INFO : Epoch 1917 | loss: 0.0309884 | val_loss: 0.0313264 | Time: 1543.55 ms
[2022-01-07 16:08:09 main:574] : INFO : Epoch 1918 | loss: 0.0309917 | val_loss: 0.0312986 | Time: 1562.69 ms
[2022-01-07 16:08:11 main:574] : INFO : Epoch 1919 | loss: 0.0309931 | val_loss: 0.0313348 | Time: 1540.41 ms
[2022-01-07 16:08:13 main:574] : INFO : Epoch 1920 | loss: 0.0309991 | val_loss: 0.031332 | Time: 1533.58 ms
[2022-01-07 16:08:14 main:574] : INFO : Epoch 1921 | loss: 0.0310033 | val_loss: 0.0313456 | Time: 1526.83 ms
[2022-01-07 16:08:16 main:574] : INFO : Epoch 1922 | loss: 0.0309955 | val_loss: 0.0312983 | Time: 1522.71 ms
[2022-01-07 16:08:17 main:574] : INFO : Epoch 1923 | loss: 0.030992 | val_loss: 0.031305 | Time: 1535.13 ms
[2022-01-07 16:08:19 main:574] : INFO : Epoch 1924 | loss: 0.0310061 | val_loss: 0.0312843 | Time: 1552.02 ms
[2022-01-07 16:08:21 main:574] : INFO : Epoch 1925 | loss: 0.0310047 | val_loss: 0.0313425 | Time: 1553.41 ms
[2022-01-07 16:08:22 main:574] : INFO : Epoch 1926 | loss: 0.0309956 | val_loss: 0.0312839 | Time: 1548 ms
[2022-01-07 16:08:24 main:574] : INFO : Epoch 1927 | loss: 0.0309891 | val_loss: 0.0313146 | Time: 1658.39 ms
[2022-01-07 16:08:26 main:574] : INFO : Epoch 1928 | loss: 0.0309921 | val_loss: 0.0313318 | Time: 1549.14 ms
[2022-01-07 16:08:27 main:574] : INFO : Epoch 1929 | loss: 0.0309975 | val_loss: 0.0313205 | Time: 1535.67 ms
[2022-01-07 16:08:29 main:574] : INFO : Epoch 1930 | loss: 0.030987 | val_loss: 0.031298 | Time: 1539.92 ms
[2022-01-07 16:08:30 main:574] : INFO : Epoch 1931 | loss: 0.0309847 | val_loss: 0.0313158 | Time: 1552.19 ms
[2022-01-07 16:08:32 main:574] : INFO : Epoch 1932 | loss: 0.0309969 | val_loss: 0.0313249 | Time: 1541.75 ms
[2022-01-07 16:08:34 main:574] : INFO : Epoch 1933 | loss: 0.0310095 | val_loss: 0.0313217 | Time: 1547.56 ms
[2022-01-07 16:08:35 main:574] : INFO : Epoch 1934 | loss: 0.0310107 | val_loss: 0.0313024 | Time: 1547.69 ms
[2022-01-07 16:08:37 main:574] : INFO : Epoch 1935 | loss: 0.0309911 | val_loss: 0.0313345 | Time: 1542.62 ms
[2022-01-07 16:08:38 main:574] : INFO : Epoch 1936 | loss: 0.0309851 | val_loss: 0.0313265 | Time: 1552.23 ms
[2022-01-07 16:08:40 main:574] : INFO : Epoch 1937 | loss: 0.030986 | val_loss: 0.0313283 | Time: 1541.82 ms
[2022-01-07 16:08:42 main:574] : INFO : Epoch 1938 | loss: 0.0309976 | val_loss: 0.0313053 | Time: 1523.27 ms
[2022-01-07 16:08:43 main:574] : INFO : Epoch 1939 | loss: 0.0309861 | val_loss: 0.031337 | Time: 1534.75 ms
[2022-01-07 16:08:45 main:574] : INFO : Epoch 1940 | loss: 0.0309868 | val_loss: 0.0313003 | Time: 1551.57 ms
[2022-01-07 16:08:46 main:574] : INFO : Epoch 1941 | loss: 0.031 | val_loss: 0.0313003 | Time: 1545.87 ms
[2022-01-07 16:08:48 main:574] : INFO : Epoch 1942 | loss: 0.0309944 | val_loss: 0.0313354 | Time: 1545.04 ms
[2022-01-07 16:08:50 main:574] : INFO : Epoch 1943 | loss: 0.0309976 | val_loss: 0.031329 | Time: 1574.51 ms
[2022-01-07 16:08:51 main:574] : INFO : Epoch 1944 | loss: 0.0309819 | val_loss: 0.0313202 | Time: 1530.64 ms
[2022-01-07 16:08:53 main:574] : INFO : Epoch 1945 | loss: 0.0309831 | val_loss: 0.0313266 | Time: 1534.42 ms
[2022-01-07 16:08:55 main:574] : INFO : Epoch 1946 | loss: 0.0309839 | val_loss: 0.0313281 | Time: 1545.31 ms
[2022-01-07 16:08:56 main:574] : INFO : Epoch 1947 | loss: 0.0309841 | val_loss: 0.0312984 | Time: 1534.05 ms
[2022-01-07 16:08:58 main:574] : INFO : Epoch 1948 | loss: 0.0309903 | val_loss: 0.0313048 | Time: 1526.13 ms
[2022-01-07 16:08:59 main:574] : INFO : Epoch 1949 | loss: 0.0309983 | val_loss: 0.0313319 | Time: 1544.09 ms
[2022-01-07 16:09:01 main:574] : INFO : Epoch 1950 | loss: 0.0309922 | val_loss: 0.0313241 | Time: 1552.15 ms
[2022-01-07 16:09:03 main:574] : INFO : Epoch 1951 | loss: 0.0309914 | val_loss: 0.0312918 | Time: 1534.79 ms
[2022-01-07 16:09:04 main:574] : INFO : Epoch 1952 | loss: 0.0309917 | val_loss: 0.0313584 | Time: 1537.56 ms
[2022-01-07 16:09:06 main:574] : INFO : Epoch 1953 | loss: 0.0309884 | val_loss: 0.0312964 | Time: 1539.13 ms
[2022-01-07 16:09:07 main:574] : INFO : Epoch 1954 | loss: 0.0309864 | val_loss: 0.0313152 | Time: 1534.42 ms
[2022-01-07 16:09:09 main:574] : INFO : Epoch 1955 | loss: 0.0309816 | val_loss: 0.0313056 | Time: 1532.54 ms
[2022-01-07 16:09:11 main:574] : INFO : Epoch 1956 | loss: 0.0309797 | val_loss: 0.0313083 | Time: 1562.6 ms
[2022-01-07 16:09:12 main:574] : INFO : Epoch 1957 | loss: 0.0309869 | val_loss: 0.0313088 | Time: 1526.58 ms
[2022-01-07 16:09:14 main:574] : INFO : Epoch 1958 | loss: 0.0309891 | val_loss: 0.0312979 | Time: 1543.67 ms
[2022-01-07 16:09:15 main:574] : INFO : Epoch 1959 | loss: 0.0309852 | val_loss: 0.0313677 | Time: 1531.42 ms
[2022-01-07 16:09:17 main:574] : INFO : Epoch 1960 | loss: 0.0309964 | val_loss: 0.0313231 | Time: 1549.51 ms
[2022-01-07 16:09:19 main:574] : INFO : Epoch 1961 | loss: 0.0310027 | val_loss: 0.0313341 | Time: 1548.12 ms
[2022-01-07 16:09:20 main:574] : INFO : Epoch 1962 | loss: 0.0309957 | val_loss: 0.0313055 | Time: 1594.21 ms
[2022-01-07 16:09:22 main:574] : INFO : Epoch 1963 | loss: 0.0309909 | val_loss: 0.0313326 | Time: 1550.22 ms
[2022-01-07 16:09:24 main:574] : INFO : Epoch 1964 | loss: 0.0309909 | val_loss: 0.0313095 | Time: 1537.52 ms
[2022-01-07 16:09:25 main:574] : INFO : Epoch 1965 | loss: 0.030992 | val_loss: 0.0312986 | Time: 1552.24 ms
[2022-01-07 16:09:27 main:574] : INFO : Epoch 1966 | loss: 0.0309951 | val_loss: 0.031316 | Time: 1533.38 ms
[2022-01-07 16:09:28 main:574] : INFO : Epoch 1967 | loss: 0.0309987 | val_loss: 0.0312987 | Time: 1544.36 ms
[2022-01-07 16:09:30 main:574] : INFO : Epoch 1968 | loss: 0.030998 | val_loss: 0.031291 | Time: 1542.71 ms
[2022-01-07 16:09:32 main:574] : INFO : Epoch 1969 | loss: 0.0310094 | val_loss: 0.0313258 | Time: 1531.77 ms
[2022-01-07 16:09:33 main:574] : INFO : Epoch 1970 | loss: 0.0309895 | val_loss: 0.0313226 | Time: 1537.34 ms
[2022-01-07 16:09:35 main:574] : INFO : Epoch 1971 | loss: 0.0309908 | val_loss: 0.0313154 | Time: 1530.05 ms
[2022-01-07 16:09:36 main:574] : INFO : Epoch 1972 | loss: 0.0309876 | val_loss: 0.0312662 | Time: 1550.31 ms
[2022-01-07 16:09:38 main:574] : INFO : Epoch 1973 | loss: 0.0309888 | val_loss: 0.031316 | Time: 1517.74 ms
[2022-01-07 16:09:40 main:574] : INFO : Epoch 1974 | loss: 0.0309847 | val_loss: 0.0313281 | Time: 1537.01 ms
[2022-01-07 16:09:41 main:574] : INFO : Epoch 1975 | loss: 0.0309873 | val_loss: 0.031325 | Time: 1531.71 ms
[2022-01-07 16:09:43 main:574] : INFO : Epoch 1976 | loss: 0.0309978 | val_loss: 0.0312988 | Time: 1535.25 ms
[2022-01-07 16:09:44 main:574] : INFO : Epoch 1977 | loss: 0.0309963 | val_loss: 0.0313117 | Time: 1537 ms
[2022-01-07 16:09:46 main:574] : INFO : Epoch 1978 | loss: 0.0309942 | val_loss: 0.0313172 | Time: 1540.7 ms
[2022-01-07 16:09:48 main:574] : INFO : Epoch 1979 | loss: 0.0309843 | val_loss: 0.0313372 | Time: 1545.86 ms
[2022-01-07 16:09:49 main:574] : INFO : Epoch 1980 | loss: 0.0309912 | val_loss: 0.0313511 | Time: 1531.52 ms
[2022-01-07 16:09:51 main:574] : INFO : Epoch 1981 | loss: 0.0309918 | val_loss: 0.0313089 | Time: 1579.47 ms
[2022-01-07 16:09:53 main:574] : INFO : Epoch 1982 | loss: 0.0309997 | val_loss: 0.0313282 | Time: 1637.39 ms
[2022-01-07 16:09:54 main:574] : INFO : Epoch 1983 | loss: 0.0309898 | val_loss: 0.0313093 | Time: 1555.01 ms
[2022-01-07 16:09:56 main:574] : INFO : Epoch 1984 | loss: 0.0309823 | val_loss: 0.0313387 | Time: 1538.14 ms
[2022-01-07 16:09:57 main:574] : INFO : Epoch 1985 | loss: 0.0309908 | val_loss: 0.0313372 | Time: 1549.11 ms
[2022-01-07 16:09:59 main:574] : INFO : Epoch 1986 | loss: 0.0309948 | val_loss: 0.0313509 | Time: 1554.45 ms
[2022-01-07 16:10:01 main:574] : INFO : Epoch 1987 | loss: 0.0309988 | val_loss: 0.0313141 | Time: 1559.29 ms
[2022-01-07 16:10:02 main:574] : INFO : Epoch 1988 | loss: 0.0309923 | val_loss: 0.0313358 | Time: 1535.24 ms
[2022-01-07 16:10:04 main:574] : INFO : Epoch 1989 | loss: 0.0309857 | val_loss: 0.0313457 | Time: 1538.94 ms
[2022-01-07 16:10:05 main:574] : INFO : Epoch 1990 | loss: 0.0309931 | val_loss: 0.0313141 | Time: 1489.61 ms
[2022-01-07 16:10:07 main:574] : INFO : Epoch 1991 | loss: 0.0309947 | val_loss: 0.0312927 | Time: 1470.64 ms
[2022-01-07 16:10:09 main:574] : INFO : Epoch 1992 | loss: 0.0309939 | val_loss: 0.0313282 | Time: 1539.86 ms
[2022-01-07 16:10:10 main:574] : INFO : Epoch 1993 | loss: 0.0309929 | val_loss: 0.0313507 | Time: 1525.56 ms
[2022-01-07 16:10:12 main:574] : INFO : Epoch 1994 | loss: 0.0309971 | val_loss: 0.0312944 | Time: 1552.88 ms
[2022-01-07 16:10:14 main:574] : INFO : Epoch 1995 | loss: 0.031 | val_loss: 0.0313369 | Time: 1529.77 ms
[2022-01-07 16:10:16 main:574] : INFO : Epoch 1996 | loss: 0.0309859 | val_loss: 0.0313228 | Time: 1555.8 ms
[2022-01-07 16:10:17 main:574] : INFO : Epoch 1997 | loss: 0.0309799 | val_loss: 0.0313073 | Time: 1581.74 ms
[2022-01-07 16:10:19 main:574] : INFO : Epoch 1998 | loss: 0.0309874 | val_loss: 0.0313426 | Time: 1579.35 ms
[2022-01-07 16:10:21 main:574] : INFO : Epoch 1999 | loss: 0.0309853 | val_loss: 0.0313224 | Time: 1575.2 ms
[2022-01-07 16:10:22 main:574] : INFO : Epoch 2000 | loss: 0.030989 | val_loss: 0.0312985 | Time: 1537.11 ms
[2022-01-07 16:10:24 main:574] : INFO : Epoch 2001 | loss: 0.0309893 | val_loss: 0.0313251 | Time: 1543.7 ms
[2022-01-07 16:10:25 main:574] : INFO : Epoch 2002 | loss: 0.0309797 | val_loss: 0.0313174 | Time: 1537.88 ms
[2022-01-07 16:10:27 main:574] : INFO : Epoch 2003 | loss: 0.0309842 | val_loss: 0.0313333 | Time: 1540.75 ms
[2022-01-07 16:10:29 main:574] : INFO : Epoch 2004 | loss: 0.0309863 | val_loss: 0.0313143 | Time: 1518.21 ms
[2022-01-07 16:10:30 main:574] : INFO : Epoch 2005 | loss: 0.0309953 | val_loss: 0.0312951 | Time: 1564.16 ms
[2022-01-07 16:10:32 main:574] : INFO : Epoch 2006 | loss: 0.0309906 | val_loss: 0.0313266 | Time: 1537.43 ms
[2022-01-07 16:10:34 main:574] : INFO : Epoch 2007 | loss: 0.030986 | val_loss: 0.0313222 | Time: 1550.41 ms
[2022-01-07 16:10:35 main:574] : INFO : Epoch 2008 | loss: 0.0309945 | val_loss: 0.0312714 | Time: 1562.07 ms
[2022-01-07 16:10:37 main:574] : INFO : Epoch 2009 | loss: 0.0310021 | val_loss: 0.031304 | Time: 1541.64 ms
[2022-01-07 16:10:38 main:574] : INFO : Epoch 2010 | loss: 0.0309894 | val_loss: 0.0313033 | Time: 1541.88 ms
[2022-01-07 16:10:40 main:574] : INFO : Epoch 2011 | loss: 0.0309882 | val_loss: 0.0313248 | Time: 1552.55 ms
[2022-01-07 16:10:42 main:574] : INFO : Epoch 2012 | loss: 0.0309875 | val_loss: 0.0313076 | Time: 1538.31 ms
[2022-01-07 16:10:43 main:574] : INFO : Epoch 2013 | loss: 0.0309878 | val_loss: 0.031301 | Time: 1557.33 ms
[2022-01-07 16:10:45 main:574] : INFO : Epoch 2014 | loss: 0.0309951 | val_loss: 0.0313146 | Time: 1539.19 ms
[2022-01-07 16:10:46 main:574] : INFO : Epoch 2015 | loss: 0.0310084 | val_loss: 0.0313269 | Time: 1528.26 ms
[2022-01-07 16:10:48 main:574] : INFO : Epoch 2016 | loss: 0.0310019 | val_loss: 0.0313572 | Time: 1551.95 ms
[2022-01-07 16:10:50 main:574] : INFO : Epoch 2017 | loss: 0.0309857 | val_loss: 0.0313053 | Time: 1577.47 ms
[2022-01-07 16:10:51 main:574] : INFO : Epoch 2018 | loss: 0.0309858 | val_loss: 0.0313172 | Time: 1550.06 ms
[2022-01-07 16:10:53 main:574] : INFO : Epoch 2019 | loss: 0.0309854 | val_loss: 0.0313151 | Time: 1524.11 ms
[2022-01-07 16:10:55 main:574] : INFO : Epoch 2020 | loss: 0.0309886 | val_loss: 0.0313196 | Time: 1543.42 ms
[2022-01-07 16:10:56 main:574] : INFO : Epoch 2021 | loss: 0.0309931 | val_loss: 0.0313129 | Time: 1552.68 ms
[2022-01-07 16:10:58 main:574] : INFO : Epoch 2022 | loss: 0.0309904 | val_loss: 0.0313269 | Time: 1535.32 ms
[2022-01-07 16:10:59 main:574] : INFO : Epoch 2023 | loss: 0.0309998 | val_loss: 0.031322 | Time: 1564.65 ms
[2022-01-07 16:11:01 main:574] : INFO : Epoch 2024 | loss: 0.0309929 | val_loss: 0.0312849 | Time: 1554.52 ms
[2022-01-07 16:11:03 main:574] : INFO : Epoch 2025 | loss: 0.0309899 | val_loss: 0.0313229 | Time: 1544.5 ms
[2022-01-07 16:11:04 main:574] : INFO : Epoch 2026 | loss: 0.0309912 | val_loss: 0.031375 | Time: 1530.78 ms
[2022-01-07 16:11:06 main:574] : INFO : Epoch 2027 | loss: 0.0309975 | val_loss: 0.0313255 | Time: 1530.28 ms
[2022-01-07 16:11:07 main:574] : INFO : Epoch 2028 | loss: 0.0309919 | val_loss: 0.0313077 | Time: 1547.03 ms
[2022-01-07 16:11:09 main:574] : INFO : Epoch 2029 | loss: 0.0309924 | val_loss: 0.0313343 | Time: 1537.08 ms
[2022-01-07 16:11:11 main:574] : INFO : Epoch 2030 | loss: 0.0310019 | val_loss: 0.0313103 | Time: 1564.33 ms
[2022-01-07 16:11:12 main:574] : INFO : Epoch 2031 | loss: 0.0310001 | val_loss: 0.0313263 | Time: 1542.07 ms
[2022-01-07 16:11:14 main:574] : INFO : Epoch 2032 | loss: 0.031 | val_loss: 0.031337 | Time: 1545.3 ms
[2022-01-07 16:11:16 main:574] : INFO : Epoch 2033 | loss: 0.0309905 | val_loss: 0.0313195 | Time: 1545.99 ms
[2022-01-07 16:11:17 main:574] : INFO : Epoch 2034 | loss: 0.0309829 | val_loss: 0.0313396 | Time: 1537.79 ms
[2022-01-07 16:11:19 main:574] : INFO : Epoch 2035 | loss: 0.0309862 | val_loss: 0.0313098 | Time: 1548.99 ms
[2022-01-07 16:11:20 main:574] : INFO : Epoch 2036 | loss: 0.0309828 | val_loss: 0.0313109 | Time: 1578.16 ms
[2022-01-07 16:11:22 main:574] : INFO : Epoch 2037 | loss: 0.0309911 | val_loss: 0.0313411 | Time: 1540.06 ms
[2022-01-07 16:11:24 main:574] : INFO : Epoch 2038 | loss: 0.0309861 | val_loss: 0.0313056 | Time: 1542.37 ms
[2022-01-07 16:11:25 main:574] : INFO : Epoch 2039 | loss: 0.0309788 | val_loss: 0.0313343 | Time: 1544.09 ms
[2022-01-07 16:11:27 main:574] : INFO : Epoch 2040 | loss: 0.0309739 | val_loss: 0.0313276 | Time: 1542.87 ms
[2022-01-07 16:11:28 main:574] : INFO : Epoch 2041 | loss: 0.0309828 | val_loss: 0.031303 | Time: 1538.19 ms
[2022-01-07 16:11:30 main:574] : INFO : Epoch 2042 | loss: 0.0309861 | val_loss: 0.0313639 | Time: 1563.19 ms
[2022-01-07 16:11:32 main:574] : INFO : Epoch 2043 | loss: 0.0309925 | val_loss: 0.0313411 | Time: 1542.04 ms
[2022-01-07 16:11:33 main:574] : INFO : Epoch 2044 | loss: 0.0309948 | val_loss: 0.0313001 | Time: 1539.08 ms
[2022-01-07 16:11:35 main:574] : INFO : Epoch 2045 | loss: 0.0309863 | val_loss: 0.0313373 | Time: 1543.27 ms
[2022-01-07 16:11:37 main:574] : INFO : Epoch 2046 | loss: 0.0309839 | val_loss: 0.0313131 | Time: 1552.58 ms
[2022-01-07 16:11:38 main:574] : INFO : Epoch 2047 | loss: 0.0309919 | val_loss: 0.0313281 | Time: 1534.1 ms
[2022-01-07 16:11:40 main:574] : INFO : Epoch 2048 | loss: 0.0310017 | val_loss: 0.0313109 | Time: 1571.28 ms
[2022-01-07 16:11:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313109
[2022-01-07 16:11:40 main:603] : INFO : Saving end state to config to file
[2022-01-07 16:11:40 main:608] : INFO : Success, exiting..
16:11:40 (35624): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)