Task 3317649
| Name | ParityModified-1608176399-17504-0_0 |
| Workunit | 1584582 |
| Created | 17 Dec 2020, 3:40:00 UTC |
| Sent | 18 Dec 2020, 8:07:52 UTC |
| Report deadline | 26 Dec 2020, 8:07:52 UTC |
| Received | 18 Dec 2020, 22:50:32 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 49 min 57 sec |
| CPU time | 49 min 54 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0309923 | val_loss: 0.0313349 | Time: 1461.69 ms [2020-12-18 17:37:51 main:581] : INFO : Epoch 1539 | loss: 0.0309919 | val_loss: 0.0313035 | Time: 1464.03 ms [2020-12-18 17:37:53 main:581] : INFO : Epoch 1540 | loss: 0.0309972 | val_loss: 0.0313423 | Time: 1474.19 ms [2020-12-18 17:37:54 main:581] : INFO : Epoch 1541 | loss: 0.0309965 | val_loss: 0.0313203 | Time: 1451.67 ms [2020-12-18 17:37:55 main:581] : INFO : Epoch 1542 | loss: 0.0309861 | val_loss: 0.0313301 | Time: 1438.83 ms [2020-12-18 17:37:57 main:581] : INFO : Epoch 1543 | loss: 0.0309927 | val_loss: 0.0313199 | Time: 1432.47 ms [2020-12-18 17:37:58 main:581] : INFO : Epoch 1544 | loss: 0.030995 | val_loss: 0.0313196 | Time: 1429.8 ms [2020-12-18 17:38:00 main:581] : INFO : Epoch 1545 | loss: 0.0309893 | val_loss: 0.031296 | Time: 1466.42 ms [2020-12-18 17:38:01 main:581] : INFO : Epoch 1546 | loss: 0.0309918 | val_loss: 0.0313548 | Time: 1484.38 ms [2020-12-18 17:38:03 main:581] : INFO : Epoch 1547 | loss: 0.0309893 | val_loss: 0.0313004 | Time: 1440.35 ms [2020-12-18 17:38:04 main:581] : INFO : Epoch 1548 | loss: 0.0309932 | val_loss: 0.0313447 | Time: 1456.93 ms [2020-12-18 17:38:06 main:581] : INFO : Epoch 1549 | loss: 0.0309881 | val_loss: 0.0313355 | Time: 1469.7 ms [2020-12-18 17:38:07 main:581] : INFO : Epoch 1550 | loss: 0.0309868 | val_loss: 0.0313002 | Time: 1437 ms [2020-12-18 17:38:09 main:581] : INFO : Epoch 1551 | loss: 0.0309912 | val_loss: 0.0313315 | Time: 1450.39 ms [2020-12-18 17:38:10 main:581] : INFO : Epoch 1552 | loss: 0.0309959 | val_loss: 0.0312971 | Time: 1440.74 ms [2020-12-18 17:38:11 main:581] : INFO : Epoch 1553 | loss: 0.0309933 | val_loss: 0.0313488 | Time: 1454.04 ms [2020-12-18 17:38:13 main:581] : INFO : Epoch 1554 | loss: 0.0309962 | val_loss: 0.0312903 | Time: 1458.23 ms [2020-12-18 17:38:14 main:581] : INFO : Epoch 1555 | loss: 0.0309878 | val_loss: 0.0313187 | Time: 1461.76 ms [2020-12-18 17:38:16 main:581] : INFO : Epoch 1556 | loss: 0.0309966 | val_loss: 0.0313362 | Time: 1467.7 ms [2020-12-18 17:38:17 main:581] : INFO : Epoch 1557 | loss: 0.0309976 | val_loss: 0.0312728 | Time: 1438.28 ms [2020-12-18 17:38:19 main:581] : INFO : Epoch 1558 | loss: 0.0309898 | val_loss: 0.0313297 | Time: 1418.55 ms [2020-12-18 17:38:20 main:581] : INFO : Epoch 1559 | loss: 0.0309865 | val_loss: 0.0313545 | Time: 1467.17 ms [2020-12-18 17:38:22 main:581] : INFO : Epoch 1560 | loss: 0.0309796 | val_loss: 0.0313473 | Time: 1473.93 ms [2020-12-18 17:38:23 main:581] : INFO : Epoch 1561 | loss: 0.0309849 | val_loss: 0.0313061 | Time: 1437.08 ms [2020-12-18 17:38:25 main:581] : INFO : Epoch 1562 | loss: 0.0309926 | val_loss: 0.0313171 | Time: 1441.05 ms [2020-12-18 17:38:26 main:581] : INFO : Epoch 1563 | loss: 0.0309896 | val_loss: 0.0313446 | Time: 1447.07 ms [2020-12-18 17:38:28 main:581] : INFO : Epoch 1564 | loss: 0.0309908 | val_loss: 0.0313077 | Time: 1550.97 ms [2020-12-18 17:38:29 main:581] : INFO : Epoch 1565 | loss: 0.0309927 | val_loss: 0.031354 | Time: 1543.22 ms [2020-12-18 17:38:31 main:581] : INFO : Epoch 1566 | loss: 0.0309913 | val_loss: 0.0313023 | Time: 1571.83 ms [2020-12-18 17:38:32 main:581] : INFO : Epoch 1567 | loss: 0.030989 | val_loss: 0.0313567 | Time: 1582.52 ms [2020-12-18 17:38:34 main:581] : INFO : Epoch 1568 | loss: 0.0309908 | val_loss: 0.0313338 | Time: 1554.44 ms [2020-12-18 17:38:35 main:581] : INFO : Epoch 1569 | loss: 0.0309882 | val_loss: 0.0313259 | Time: 1467.51 ms [2020-12-18 17:38:37 main:581] : INFO : Epoch 1570 | loss: 0.0309935 | val_loss: 0.0313054 | Time: 1453.02 ms [2020-12-18 17:38:38 main:581] : INFO : Epoch 1571 | loss: 0.0309911 | val_loss: 0.03132 | Time: 1447.52 ms [2020-12-18 17:38:40 main:581] : INFO : Epoch 1572 | loss: 0.0309918 | val_loss: 0.0313293 | Time: 1492.21 ms [2020-12-18 17:38:41 main:581] : INFO : Epoch 1573 | loss: 0.0309815 | val_loss: 0.0313223 | Time: 1488.31 ms [2020-12-18 17:38:43 main:581] : INFO : Epoch 1574 | loss: 0.0309869 | val_loss: 0.0313205 | Time: 1497.61 ms [2020-12-18 17:38:44 main:581] : INFO : Epoch 1575 | loss: 0.0309908 | val_loss: 0.0312811 | Time: 1560.59 ms [2020-12-18 17:38:46 main:581] : INFO : Epoch 1576 | loss: 0.0309977 | val_loss: 0.0313052 | Time: 1483.42 ms [2020-12-18 17:38:47 main:581] : INFO : Epoch 1577 | loss: 0.0309927 | val_loss: 0.0313405 | Time: 1473.37 ms [2020-12-18 17:38:49 main:581] : INFO : Epoch 1578 | loss: 0.0309872 | val_loss: 0.031291 | Time: 1479.49 ms [2020-12-18 17:38:50 main:581] : INFO : Epoch 1579 | loss: 0.0309837 | val_loss: 0.0313191 | Time: 1486.19 ms [2020-12-18 17:38:52 main:581] : INFO : Epoch 1580 | loss: 0.0309887 | val_loss: 0.0313389 | Time: 1453.17 ms [2020-12-18 17:38:53 main:581] : INFO : Epoch 1581 | loss: 0.0309991 | val_loss: 0.0313533 | Time: 1477.54 ms [2020-12-18 17:38:54 main:581] : INFO : Epoch 1582 | loss: 0.0309939 | val_loss: 0.0313169 | Time: 1423.97 ms [2020-12-18 17:38:56 main:581] : INFO : Epoch 1583 | loss: 0.0309938 | val_loss: 0.0313108 | Time: 1451.8 ms [2020-12-18 17:38:57 main:581] : INFO : Epoch 1584 | loss: 0.0309875 | val_loss: 0.0313292 | Time: 1474.54 ms [2020-12-18 17:38:59 main:581] : INFO : Epoch 1585 | loss: 0.0309901 | val_loss: 0.0313253 | Time: 1470.25 ms [2020-12-18 17:39:00 main:581] : INFO : Epoch 1586 | loss: 0.0309889 | val_loss: 0.031336 | Time: 1507.87 ms [2020-12-18 17:39:02 main:581] : INFO : Epoch 1587 | loss: 0.0309939 | val_loss: 0.0313054 | Time: 1470.55 ms [2020-12-18 17:39:03 main:581] : INFO : Epoch 1588 | loss: 0.0310021 | val_loss: 0.0312995 | Time: 1445.81 ms [2020-12-18 17:39:05 main:581] : INFO : Epoch 1589 | loss: 0.0309945 | val_loss: 0.0313055 | Time: 1477.52 ms [2020-12-18 17:39:06 main:581] : INFO : Epoch 1590 | loss: 0.0309892 | val_loss: 0.0313321 | Time: 1494.78 ms [2020-12-18 17:39:08 main:581] : INFO : Epoch 1591 | loss: 0.0310015 | val_loss: 0.0312902 | Time: 1485.92 ms [2020-12-18 17:39:09 main:581] : INFO : Epoch 1592 | loss: 0.030998 | val_loss: 0.0313174 | Time: 1464.42 ms [2020-12-18 17:39:11 main:581] : INFO : Epoch 1593 | loss: 0.0309854 | val_loss: 0.031313 | Time: 1504.56 ms [2020-12-18 17:39:12 main:581] : INFO : Epoch 1594 | loss: 0.0309861 | val_loss: 0.031324 | Time: 1498.31 ms [2020-12-18 17:39:14 main:581] : INFO : Epoch 1595 | loss: 0.0309861 | val_loss: 0.0313358 | Time: 1532.87 ms [2020-12-18 17:39:15 main:581] : INFO : Epoch 1596 | loss: 0.0309914 | val_loss: 0.0313452 | Time: 1522.98 ms [2020-12-18 17:39:17 main:581] : INFO : Epoch 1597 | loss: 0.0310044 | val_loss: 0.0313188 | Time: 1458.08 ms [2020-12-18 17:39:18 main:581] : INFO : Epoch 1598 | loss: 0.0309913 | val_loss: 0.0313231 | Time: 1489.1 ms [2020-12-18 17:39:20 main:581] : INFO : Epoch 1599 | loss: 0.0309866 | val_loss: 0.0313556 | Time: 1536.29 ms [2020-12-18 17:39:21 main:581] : INFO : Epoch 1600 | loss: 0.0309878 | val_loss: 0.0312944 | Time: 1462.06 ms [2020-12-18 17:39:23 main:581] : INFO : Epoch 1601 | loss: 0.0309943 | val_loss: 0.0313552 | Time: 1465.68 ms [2020-12-18 17:39:24 main:581] : INFO : Epoch 1602 | loss: 0.0309874 | val_loss: 0.0313043 | Time: 1458.02 ms [2020-12-18 17:39:26 main:581] : INFO : Epoch 1603 | loss: 0.0309878 | val_loss: 0.0313344 | Time: 1463.49 ms [2020-12-18 17:39:27 main:581] : INFO : Epoch 1604 | loss: 0.0309957 | val_loss: 0.0313334 | Time: 1490.21 ms [2020-12-18 17:39:29 main:581] : INFO : Epoch 1605 | loss: 0.0309962 | val_loss: 0.0312993 | Time: 1495.77 ms [2020-12-18 17:39:30 main:581] : INFO : Epoch 1606 | loss: 0.031006 | val_loss: 0.0313146 | Time: 1479.09 ms [2020-12-18 17:39:32 main:581] : INFO : Epoch 1607 | loss: 0.0310096 | val_loss: 0.0313137 | Time: 1465.7 ms [2020-12-18 17:39:33 main:581] : INFO : Epoch 1608 | loss: 0.0310024 | val_loss: 0.0313383 | Time: 1471.86 ms [2020-12-18 17:39:34 main:581] : INFO : Epoch 1609 | loss: 0.0309978 | val_loss: 0.0313293 | Time: 1471.3 ms [2020-12-18 17:39:36 main:581] : INFO : Epoch 1610 | loss: 0.0309886 | val_loss: 0.0313371 | Time: 1456.04 ms [2020-12-18 17:39:37 main:581] : INFO : Epoch 1611 | loss: 0.0309863 | val_loss: 0.0313232 | Time: 1480.03 ms [2020-12-18 17:39:39 main:581] : INFO : Epoch 1612 | loss: 0.0309889 | val_loss: 0.0313023 | Time: 1446.93 ms [2020-12-18 17:39:40 main:581] : INFO : Epoch 1613 | loss: 0.0309925 | val_loss: 0.031327 | Time: 1469.92 ms [2020-12-18 17:39:42 main:581] : INFO : Epoch 1614 | loss: 0.0309851 | val_loss: 0.0313218 | Time: 1489.31 ms [2020-12-18 17:39:43 main:581] : INFO : Epoch 1615 | loss: 0.0309865 | val_loss: 0.0313285 | Time: 1478.3 ms [2020-12-18 17:39:45 main:581] : INFO : Epoch 1616 | loss: 0.0309865 | val_loss: 0.0313286 | Time: 1502.17 ms [2020-12-18 17:39:46 main:581] : INFO : Epoch 1617 | loss: 0.0309877 | val_loss: 0.031313 | Time: 1485.12 ms [2020-12-18 17:39:48 main:581] : INFO : Epoch 1618 | loss: 0.0309905 | val_loss: 0.0312965 | Time: 1472.68 ms [2020-12-18 17:39:49 main:581] : INFO : Epoch 1619 | loss: 0.0309882 | val_loss: 0.0313431 | Time: 1461.91 ms [2020-12-18 17:39:51 main:581] : INFO : Epoch 1620 | loss: 0.0309875 | val_loss: 0.0313316 | Time: 1485.67 ms [2020-12-18 17:39:52 main:581] : INFO : Epoch 1621 | loss: 0.0309892 | val_loss: 0.0312875 | Time: 1494.9 ms [2020-12-18 17:39:54 main:581] : INFO : Epoch 1622 | loss: 0.0309916 | val_loss: 0.0313316 | Time: 1484 ms [2020-12-18 17:39:55 main:581] : INFO : Epoch 1623 | loss: 0.0309909 | val_loss: 0.0313152 | Time: 1447.33 ms [2020-12-18 17:39:57 main:581] : INFO : Epoch 1624 | loss: 0.030999 | val_loss: 0.031334 | Time: 1485.62 ms [2020-12-18 17:39:58 main:581] : INFO : Epoch 1625 | loss: 0.0309973 | val_loss: 0.0313157 | Time: 1441.64 ms [2020-12-18 17:40:00 main:581] : INFO : Epoch 1626 | loss: 0.0309935 | val_loss: 0.0313289 | Time: 1483.46 ms [2020-12-18 17:40:01 main:581] : INFO : Epoch 1627 | loss: 0.0309977 | val_loss: 0.0313032 | Time: 1512.86 ms [2020-12-18 17:40:03 main:581] : INFO : Epoch 1628 | loss: 0.0309918 | val_loss: 0.0312925 | Time: 1478.08 ms [2020-12-18 17:40:04 main:581] : INFO : Epoch 1629 | loss: 0.0309891 | val_loss: 0.0313238 | Time: 1515.25 ms [2020-12-18 17:40:06 main:581] : INFO : Epoch 1630 | loss: 0.0309871 | val_loss: 0.0313314 | Time: 1473.36 ms [2020-12-18 17:40:07 main:581] : INFO : Epoch 1631 | loss: 0.0309826 | val_loss: 0.0313391 | Time: 1458.77 ms [2020-12-18 17:40:08 main:581] : INFO : Epoch 1632 | loss: 0.0309903 | val_loss: 0.0313075 | Time: 1480.56 ms [2020-12-18 17:40:10 main:581] : INFO : Epoch 1633 | loss: 0.0309864 | val_loss: 0.0313216 | Time: 1432.58 ms [2020-12-18 17:40:11 main:581] : INFO : Epoch 1634 | loss: 0.0309948 | val_loss: 0.0313274 | Time: 1459.99 ms [2020-12-18 17:40:13 main:581] : INFO : Epoch 1635 | loss: 0.031001 | val_loss: 0.0313027 | Time: 1429.67 ms [2020-12-18 17:40:14 main:581] : INFO : Epoch 1636 | loss: 0.0309862 | val_loss: 0.0313246 | Time: 1430.15 ms [2020-12-18 17:40:16 main:581] : INFO : Epoch 1637 | loss: 0.0309866 | val_loss: 0.0313205 | Time: 1458.15 ms [2020-12-18 17:40:17 main:581] : INFO : Epoch 1638 | loss: 0.0309867 | val_loss: 0.031329 | Time: 1469.83 ms [2020-12-18 17:40:19 main:581] : INFO : Epoch 1639 | loss: 0.0309856 | val_loss: 0.0313308 | Time: 1485.97 ms [2020-12-18 17:40:20 main:581] : INFO : Epoch 1640 | loss: 0.0309871 | val_loss: 0.0313173 | Time: 1459.99 ms [2020-12-18 17:40:22 main:581] : INFO : Epoch 1641 | loss: 0.0309902 | val_loss: 0.0313087 | Time: 1492.26 ms [2020-12-18 17:40:23 main:581] : INFO : Epoch 1642 | loss: 0.0309956 | val_loss: 0.0313036 | Time: 1471.07 ms [2020-12-18 17:40:25 main:581] : INFO : Epoch 1643 | loss: 0.0309988 | val_loss: 0.0313221 | Time: 1471.96 ms [2020-12-18 17:40:26 main:581] : INFO : Epoch 1644 | loss: 0.0309961 | val_loss: 0.0313192 | Time: 1468.43 ms [2020-12-18 17:40:27 main:581] : INFO : Epoch 1645 | loss: 0.0309943 | val_loss: 0.0312853 | Time: 1450.71 ms [2020-12-18 17:40:29 main:581] : INFO : Epoch 1646 | loss: 0.0310104 | val_loss: 0.031292 | Time: 1463.27 ms [2020-12-18 17:40:30 main:581] : INFO : Epoch 1647 | loss: 0.0310025 | val_loss: 0.0313247 | Time: 1446.81 ms [2020-12-18 17:40:32 main:581] : INFO : Epoch 1648 | loss: 0.031003 | val_loss: 0.0313165 | Time: 1445.28 ms [2020-12-18 17:40:33 main:581] : INFO : Epoch 1649 | loss: 0.0309943 | val_loss: 0.0312992 | Time: 1494.26 ms [2020-12-18 17:40:35 main:581] : INFO : Epoch 1650 | loss: 0.0309865 | val_loss: 0.0313011 | Time: 1510.8 ms [2020-12-18 17:40:36 main:581] : INFO : Epoch 1651 | loss: 0.0309898 | val_loss: 0.0313053 | Time: 1449.69 ms [2020-12-18 17:40:38 main:581] : INFO : Epoch 1652 | loss: 0.0309945 | val_loss: 0.0313362 | Time: 1486.22 ms [2020-12-18 17:40:39 main:581] : INFO : Epoch 1653 | loss: 0.0309949 | val_loss: 0.031339 | Time: 1471.84 ms [2020-12-18 17:40:41 main:581] : INFO : Epoch 1654 | loss: 0.0309897 | val_loss: 0.0313306 | Time: 1498.87 ms [2020-12-18 17:40:42 main:581] : INFO : Epoch 1655 | loss: 0.0309927 | val_loss: 0.0313113 | Time: 1496.94 ms [2020-12-18 17:40:44 main:581] : INFO : Epoch 1656 | loss: 0.0309891 | val_loss: 0.0313213 | Time: 1457.73 ms [2020-12-18 17:40:45 main:581] : INFO : Epoch 1657 | loss: 0.0309893 | val_loss: 0.0313386 | Time: 1472.95 ms [2020-12-18 17:40:47 main:581] : INFO : Epoch 1658 | loss: 0.0309831 | val_loss: 0.0313189 | Time: 1486.7 ms [2020-12-18 17:40:48 main:581] : INFO : Epoch 1659 | loss: 0.0309867 | val_loss: 0.0313062 | Time: 1456.55 ms [2020-12-18 17:40:49 main:581] : INFO : Epoch 1660 | loss: 0.0309945 | val_loss: 0.0312805 | Time: 1420.28 ms [2020-12-18 17:40:51 main:581] : INFO : Epoch 1661 | loss: 0.0310027 | val_loss: 0.0313159 | Time: 1425.32 ms [2020-12-18 17:40:52 main:581] : INFO : Epoch 1662 | loss: 0.0309958 | val_loss: 0.0313401 | Time: 1413.77 ms [2020-12-18 17:40:54 main:581] : INFO : Epoch 1663 | loss: 0.0309857 | val_loss: 0.0313363 | Time: 1448.15 ms [2020-12-18 17:40:55 main:581] : INFO : Epoch 1664 | loss: 0.0309868 | val_loss: 0.0313283 | Time: 1454.86 ms [2020-12-18 17:40:57 main:581] : INFO : Epoch 1665 | loss: 0.0309881 | val_loss: 0.0313133 | Time: 1490.6 ms [2020-12-18 17:40:58 main:581] : INFO : Epoch 1666 | loss: 0.030994 | val_loss: 0.0313246 | Time: 1454.54 ms [2020-12-18 17:41:00 main:581] : INFO : Epoch 1667 | loss: 0.0309905 | val_loss: 0.0313154 | Time: 1462.51 ms [2020-12-18 17:41:01 main:581] : INFO : Epoch 1668 | loss: 0.0309944 | val_loss: 0.0313283 | Time: 1482.76 ms [2020-12-18 17:41:03 main:581] : INFO : Epoch 1669 | loss: 0.0309887 | val_loss: 0.0313342 | Time: 1427.14 ms [2020-12-18 17:41:04 main:581] : INFO : Epoch 1670 | loss: 0.0309837 | val_loss: 0.0313369 | Time: 1417.37 ms [2020-12-18 17:41:05 main:581] : INFO : Epoch 1671 | loss: 0.030981 | val_loss: 0.0313112 | Time: 1413.88 ms [2020-12-18 17:41:07 main:581] : INFO : Epoch 1672 | loss: 0.0309931 | val_loss: 0.0313249 | Time: 1436.97 ms [2020-12-18 17:41:08 main:581] : INFO : Epoch 1673 | loss: 0.0309934 | val_loss: 0.0313422 | Time: 1488.24 ms [2020-12-18 17:41:10 main:581] : INFO : Epoch 1674 | loss: 0.0309834 | val_loss: 0.0313231 | Time: 1482.43 ms [2020-12-18 17:41:11 main:581] : INFO : Epoch 1675 | loss: 0.0309913 | val_loss: 0.0313334 | Time: 1499.48 ms [2020-12-18 17:41:13 main:581] : INFO : Epoch 1676 | loss: 0.0309871 | val_loss: 0.0313373 | Time: 1479.59 ms [2020-12-18 17:41:14 main:581] : INFO : Epoch 1677 | loss: 0.0309956 | val_loss: 0.0313083 | Time: 1496.49 ms [2020-12-18 17:41:16 main:581] : INFO : Epoch 1678 | loss: 0.0309879 | val_loss: 0.0313537 | Time: 1487.9 ms [2020-12-18 17:41:17 main:581] : INFO : Epoch 1679 | loss: 0.0309929 | val_loss: 0.0312922 | Time: 1506.58 ms [2020-12-18 17:41:19 main:581] : INFO : Epoch 1680 | loss: 0.0309886 | val_loss: 0.0313192 | Time: 1488.47 ms [2020-12-18 17:41:20 main:581] : INFO : Epoch 1681 | loss: 0.0309846 | val_loss: 0.0313375 | Time: 1488.79 ms [2020-12-18 17:41:22 main:581] : INFO : Epoch 1682 | loss: 0.0309951 | val_loss: 0.0313237 | Time: 1503.91 ms [2020-12-18 17:41:23 main:581] : INFO : Epoch 1683 | loss: 0.0310027 | val_loss: 0.0313466 | Time: 1511.71 ms [2020-12-18 17:41:25 main:581] : INFO : Epoch 1684 | loss: 0.0310017 | val_loss: 0.03133 | Time: 1485.21 ms [2020-12-18 17:41:26 main:581] : INFO : Epoch 1685 | loss: 0.0310032 | val_loss: 0.0313173 | Time: 1518.43 ms [2020-12-18 17:41:28 main:581] : INFO : Epoch 1686 | loss: 0.0309951 | val_loss: 0.0313359 | Time: 1473.82 ms [2020-12-18 17:41:29 main:581] : INFO : Epoch 1687 | loss: 0.0309948 | val_loss: 0.0313326 | Time: 1478.41 ms [2020-12-18 17:41:31 main:581] : INFO : Epoch 1688 | loss: 0.0309993 | val_loss: 0.0312917 | Time: 1462.84 ms [2020-12-18 17:41:32 main:581] : INFO : Epoch 1689 | loss: 0.0310019 | val_loss: 0.0313138 | Time: 1434.32 ms [2020-12-18 17:41:34 main:581] : INFO : Epoch 1690 | loss: 0.0309923 | val_loss: 0.0313517 | Time: 1497.91 ms [2020-12-18 17:41:35 main:581] : INFO : Epoch 1691 | loss: 0.0309916 | val_loss: 0.0313226 | Time: 1475.49 ms [2020-12-18 17:41:37 main:581] : INFO : Epoch 1692 | loss: 0.030985 | val_loss: 0.0313276 | Time: 1467.16 ms [2020-12-18 17:41:38 main:581] : INFO : Epoch 1693 | loss: 0.0309877 | val_loss: 0.0313122 | Time: 1515.43 ms [2020-12-18 17:41:40 main:581] : INFO : Epoch 1694 | loss: 0.0310039 | val_loss: 0.0312891 | Time: 1489.22 ms [2020-12-18 17:41:41 main:581] : INFO : Epoch 1695 | loss: 0.0309948 | val_loss: 0.0313455 | Time: 1463.39 ms [2020-12-18 17:41:42 main:581] : INFO : Epoch 1696 | loss: 0.0309988 | val_loss: 0.0313351 | Time: 1470.54 ms [2020-12-18 17:41:44 main:581] : INFO : Epoch 1697 | loss: 0.0309892 | val_loss: 0.0313097 | Time: 1455.94 ms [2020-12-18 17:41:45 main:581] : INFO : Epoch 1698 | loss: 0.0309907 | val_loss: 0.0313163 | Time: 1444.7 ms [2020-12-18 17:41:47 main:581] : INFO : Epoch 1699 | loss: 0.0309849 | val_loss: 0.0313428 | Time: 1473.86 ms [2020-12-18 17:41:48 main:581] : INFO : Epoch 1700 | loss: 0.0309846 | val_loss: 0.0313402 | Time: 1449.18 ms [2020-12-18 17:41:50 main:581] : INFO : Epoch 1701 | loss: 0.031002 | val_loss: 0.0313065 | Time: 1469.5 ms [2020-12-18 17:41:51 main:581] : INFO : Epoch 1702 | loss: 0.0309958 | val_loss: 0.0312837 | Time: 1477.44 ms [2020-12-18 17:41:53 main:581] : INFO : Epoch 1703 | loss: 0.0309948 | val_loss: 0.0313151 | Time: 1443.47 ms [2020-12-18 17:41:54 main:581] : INFO : Epoch 1704 | loss: 0.0309989 | val_loss: 0.0312871 | Time: 1490.65 ms [2020-12-18 17:41:56 main:581] : INFO : Epoch 1705 | loss: 0.0309921 | val_loss: 0.0313256 | Time: 1472.07 ms [2020-12-18 17:41:57 main:581] : INFO : Epoch 1706 | loss: 0.0309893 | val_loss: 0.0313036 | Time: 1488.08 ms [2020-12-18 17:41:59 main:581] : INFO : Epoch 1707 | loss: 0.0309906 | val_loss: 0.0313111 | Time: 1459.12 ms [2020-12-18 17:42:00 main:581] : INFO : Epoch 1708 | loss: 0.0309931 | val_loss: 0.0313524 | Time: 1478.35 ms [2020-12-18 17:42:02 main:581] : INFO : Epoch 1709 | loss: 0.0309991 | val_loss: 0.0313021 | Time: 1452.96 ms [2020-12-18 17:42:03 main:581] : INFO : Epoch 1710 | loss: 0.0309895 | val_loss: 0.0313205 | Time: 1430.03 ms [2020-12-18 17:42:04 main:581] : INFO : Epoch 1711 | loss: 0.0309862 | val_loss: 0.0313339 | Time: 1422.23 ms [2020-12-18 17:42:06 main:581] : INFO : Epoch 1712 | loss: 0.0309931 | val_loss: 0.0313037 | Time: 1430.65 ms [2020-12-18 17:42:07 main:581] : INFO : Epoch 1713 | loss: 0.030997 | val_loss: 0.0313223 | Time: 1481.53 ms [2020-12-18 17:42:09 main:581] : INFO : Epoch 1714 | loss: 0.0309871 | val_loss: 0.0312963 | Time: 1476.96 ms [2020-12-18 17:42:10 main:581] : INFO : Epoch 1715 | loss: 0.0309897 | val_loss: 0.0313076 | Time: 1506.61 ms [2020-12-18 17:42:12 main:581] : INFO : Epoch 1716 | loss: 0.0309919 | val_loss: 0.0313594 | Time: 1469.72 ms [2020-12-18 17:42:13 main:581] : INFO : Epoch 1717 | loss: 0.0309848 | val_loss: 0.0313057 | Time: 1477.57 ms [2020-12-18 17:42:15 main:581] : INFO : Epoch 1718 | loss: 0.0309826 | val_loss: 0.0313343 | Time: 1461.08 ms [2020-12-18 17:42:16 main:581] : INFO : Epoch 1719 | loss: 0.0309885 | val_loss: 0.0313349 | Time: 1467.17 ms [2020-12-18 17:42:18 main:581] : INFO : Epoch 1720 | loss: 0.0309885 | val_loss: 0.0313131 | Time: 1465.05 ms [2020-12-18 17:42:19 main:581] : INFO : Epoch 1721 | loss: 0.0309805 | val_loss: 0.0313003 | Time: 1444.15 ms [2020-12-18 17:42:21 main:581] : INFO : Epoch 1722 | loss: 0.0309836 | val_loss: 0.031351 | Time: 1483.37 ms [2020-12-18 17:42:22 main:581] : INFO : Epoch 1723 | loss: 0.030985 | val_loss: 0.0313332 | Time: 1475.49 ms [2020-12-18 17:42:24 main:581] : INFO : Epoch 1724 | loss: 0.0309814 | val_loss: 0.0313283 | Time: 1473.97 ms [2020-12-18 17:42:25 main:581] : INFO : Epoch 1725 | loss: 0.0309845 | val_loss: 0.0313439 | Time: 1484.01 ms [2020-12-18 17:42:26 main:581] : INFO : Epoch 1726 | loss: 0.0309872 | val_loss: 0.0313004 | Time: 1466.37 ms [2020-12-18 17:42:28 main:581] : INFO : Epoch 1727 | loss: 0.0309878 | val_loss: 0.0313423 | Time: 1473.04 ms [2020-12-18 17:42:29 main:581] : INFO : Epoch 1728 | loss: 0.0309864 | val_loss: 0.0313302 | Time: 1489.1 ms [2020-12-18 17:42:31 main:581] : INFO : Epoch 1729 | loss: 0.0309939 | val_loss: 0.0312951 | Time: 1446.73 ms [2020-12-18 17:42:32 main:581] : INFO : Epoch 1730 | loss: 0.0309978 | val_loss: 0.0313024 | Time: 1430.75 ms [2020-12-18 17:42:34 main:581] : INFO : Epoch 1731 | loss: 0.0309882 | val_loss: 0.0313271 | Time: 1449.63 ms [2020-12-18 17:42:35 main:581] : INFO : Epoch 1732 | loss: 0.0309933 | val_loss: 0.0313231 | Time: 1462 ms [2020-12-18 17:42:37 main:581] : INFO : Epoch 1733 | loss: 0.0309828 | val_loss: 0.0313409 | Time: 1469.23 ms [2020-12-18 17:42:38 main:581] : INFO : Epoch 1734 | loss: 0.0309829 | val_loss: 0.0313257 | Time: 1458.33 ms [2020-12-18 17:42:40 main:581] : INFO : Epoch 1735 | loss: 0.0309891 | val_loss: 0.0312811 | Time: 1479.27 ms [2020-12-18 17:42:41 main:581] : INFO : Epoch 1736 | loss: 0.0309969 | val_loss: 0.031312 | Time: 1479.88 ms [2020-12-18 17:42:43 main:581] : INFO : Epoch 1737 | loss: 0.0309921 | val_loss: 0.0313303 | Time: 1464.05 ms [2020-12-18 17:42:44 main:581] : INFO : Epoch 1738 | loss: 0.0309804 | val_loss: 0.0313402 | Time: 1480.91 ms [2020-12-18 17:42:46 main:581] : INFO : Epoch 1739 | loss: 0.0309841 | val_loss: 0.0313124 | Time: 1465.6 ms [2020-12-18 17:42:47 main:581] : INFO : Epoch 1740 | loss: 0.0309878 | val_loss: 0.0313376 | Time: 1480.84 ms [2020-12-18 17:42:48 main:581] : INFO : Epoch 1741 | loss: 0.0309855 | val_loss: 0.0313458 | Time: 1458.28 ms [2020-12-18 17:42:50 main:581] : INFO : Epoch 1742 | loss: 0.0309828 | val_loss: 0.0313175 | Time: 1458.92 ms [2020-12-18 17:42:51 main:581] : INFO : Epoch 1743 | loss: 0.0309929 | val_loss: 0.0313061 | Time: 1466.79 ms [2020-12-18 17:42:53 main:581] : INFO : Epoch 1744 | loss: 0.0309976 | val_loss: 0.0313258 | Time: 1412.19 ms [2020-12-18 17:42:54 main:581] : INFO : Epoch 1745 | loss: 0.0309843 | val_loss: 0.031322 | Time: 1432.6 ms [2020-12-18 17:42:56 main:581] : INFO : Epoch 1746 | loss: 0.0309953 | val_loss: 0.0313045 | Time: 1443.03 ms [2020-12-18 17:42:57 main:581] : INFO : Epoch 1747 | loss: 0.0309919 | val_loss: 0.031321 | Time: 1433.7 ms [2020-12-18 17:42:59 main:581] : INFO : Epoch 1748 | loss: 0.030987 | val_loss: 0.0313116 | Time: 1423.22 ms [2020-12-18 17:43:00 main:581] : INFO : Epoch 1749 | loss: 0.0309831 | val_loss: 0.0313176 | Time: 1442.03 ms [2020-12-18 17:43:01 main:581] : INFO : Epoch 1750 | loss: 0.0309897 | val_loss: 0.0313346 | Time: 1483.63 ms [2020-12-18 17:43:03 main:581] : INFO : Epoch 1751 | loss: 0.0309792 | val_loss: 0.0313528 | Time: 1466.17 ms [2020-12-18 17:43:04 main:581] : INFO : Epoch 1752 | loss: 0.031002 | val_loss: 0.0313337 | Time: 1468.76 ms [2020-12-18 17:43:06 main:581] : INFO : Epoch 1753 | loss: 0.0310246 | val_loss: 0.0313184 | Time: 1490.08 ms [2020-12-18 17:43:07 main:581] : INFO : Epoch 1754 | loss: 0.031014 | val_loss: 0.031312 | Time: 1455.67 ms [2020-12-18 17:43:09 main:581] : INFO : Epoch 1755 | loss: 0.0310002 | val_loss: 0.0313156 | Time: 1468.16 ms [2020-12-18 17:43:10 main:581] : INFO : Epoch 1756 | loss: 0.0309927 | val_loss: 0.0313129 | Time: 1484.37 ms [2020-12-18 17:43:12 main:581] : INFO : Epoch 1757 | loss: 0.0309912 | val_loss: 0.0313122 | Time: 1468.21 ms [2020-12-18 17:43:13 main:581] : INFO : Epoch 1758 | loss: 0.0309885 | val_loss: 0.0313153 | Time: 1467.4 ms [2020-12-18 17:43:15 main:581] : INFO : Epoch 1759 | loss: 0.0309994 | val_loss: 0.0313432 | Time: 1457.3 ms [2020-12-18 17:43:16 main:581] : INFO : Epoch 1760 | loss: 0.0310289 | val_loss: 0.0312627 | Time: 1487.56 ms [2020-12-18 17:43:18 main:581] : INFO : Epoch 1761 | loss: 0.031018 | val_loss: 0.0313273 | Time: 1472.67 ms [2020-12-18 17:43:19 main:581] : INFO : Epoch 1762 | loss: 0.0309932 | val_loss: 0.0313262 | Time: 1488.71 ms [2020-12-18 17:43:21 main:581] : INFO : Epoch 1763 | loss: 0.0309809 | val_loss: 0.0313138 | Time: 1472.35 ms [2020-12-18 17:43:22 main:581] : INFO : Epoch 1764 | loss: 0.0309848 | val_loss: 0.031354 | Time: 1471.11 ms [2020-12-18 17:43:24 main:581] : INFO : Epoch 1765 | loss: 0.0309856 | val_loss: 0.0313148 | Time: 1466.04 ms [2020-12-18 17:43:25 main:581] : INFO : Epoch 1766 | loss: 0.0309844 | val_loss: 0.0313218 | Time: 1481.24 ms [2020-12-18 17:43:27 main:581] : INFO : Epoch 1767 | loss: 0.0309935 | val_loss: 0.0313178 | Time: 1504.98 ms [2020-12-18 17:43:28 main:581] : INFO : Epoch 1768 | loss: 0.0309914 | val_loss: 0.0313227 | Time: 1482.09 ms [2020-12-18 17:43:29 main:581] : INFO : Epoch 1769 | loss: 0.030987 | val_loss: 0.0313399 | Time: 1492.2 ms [2020-12-18 17:43:31 main:581] : INFO : Epoch 1770 | loss: 0.0309857 | val_loss: 0.0313189 | Time: 1499.61 ms [2020-12-18 17:43:32 main:581] : INFO : Epoch 1771 | loss: 0.0309825 | val_loss: 0.0313643 | Time: 1458.59 ms [2020-12-18 17:43:34 main:581] : INFO : Epoch 1772 | loss: 0.0309889 | val_loss: 0.0312781 | Time: 1486.02 ms [2020-12-18 17:43:35 main:581] : INFO : Epoch 1773 | loss: 0.0309949 | val_loss: 0.0313249 | Time: 1471.48 ms [2020-12-18 17:43:37 main:581] : INFO : Epoch 1774 | loss: 0.0309966 | val_loss: 0.0313232 | Time: 1464.72 ms [2020-12-18 17:43:38 main:581] : INFO : Epoch 1775 | loss: 0.0309837 | val_loss: 0.0313305 | Time: 1460.94 ms [2020-12-18 17:43:40 main:581] : INFO : Epoch 1776 | loss: 0.0309833 | val_loss: 0.0312901 | Time: 1510.45 ms [2020-12-18 17:43:41 main:581] : INFO : Epoch 1777 | loss: 0.0309957 | val_loss: 0.0313231 | Time: 1512.06 ms [2020-12-18 17:43:43 main:581] : INFO : Epoch 1778 | loss: 0.0309908 | val_loss: 0.0313298 | Time: 1446.68 ms [2020-12-18 17:43:44 main:581] : INFO : Epoch 1779 | loss: 0.0309898 | val_loss: 0.0313265 | Time: 1491.39 ms [2020-12-18 17:43:46 main:581] : INFO : Epoch 1780 | loss: 0.0309865 | val_loss: 0.0313261 | Time: 1475.86 ms [2020-12-18 17:43:47 main:581] : INFO : Epoch 1781 | loss: 0.0309857 | val_loss: 0.0313302 | Time: 1449.08 ms [2020-12-18 17:43:49 main:581] : INFO : Epoch 1782 | loss: 0.0309859 | val_loss: 0.031324 | Time: 1472.22 ms [2020-12-18 17:43:50 main:581] : INFO : Epoch 1783 | loss: 0.030998 | val_loss: 0.0312764 | Time: 1483.76 ms [2020-12-18 17:43:52 main:581] : INFO : Epoch 1784 | loss: 0.0309938 | val_loss: 0.0313334 | Time: 1506.74 ms [2020-12-18 17:43:53 main:581] : INFO : Epoch 1785 | loss: 0.0309942 | val_loss: 0.0312916 | Time: 1460.23 ms [2020-12-18 17:43:55 main:581] : INFO : Epoch 1786 | loss: 0.0309952 | val_loss: 0.0313017 | Time: 1494.54 ms [2020-12-18 17:43:56 main:581] : INFO : Epoch 1787 | loss: 0.0309878 | val_loss: 0.0312933 | Time: 1508.49 ms [2020-12-18 17:43:58 main:581] : INFO : Epoch 1788 | loss: 0.0309939 | val_loss: 0.0313221 | Time: 1520.54 ms [2020-12-18 17:43:59 main:581] : INFO : Epoch 1789 | loss: 0.0309831 | val_loss: 0.0313095 | Time: 1507.87 ms [2020-12-18 17:44:01 main:581] : INFO : Epoch 1790 | loss: 0.03099 | val_loss: 0.0312807 | Time: 1468.39 ms [2020-12-18 17:44:02 main:581] : INFO : Epoch 1791 | loss: 0.0309931 | val_loss: 0.0313082 | Time: 1468.35 ms [2020-12-18 17:44:04 main:581] : INFO : Epoch 1792 | loss: 0.0309876 | val_loss: 0.0313215 | Time: 1452.21 ms [2020-12-18 17:44:05 main:581] : INFO : Epoch 1793 | loss: 0.0309919 | val_loss: 0.0312864 | Time: 1459.77 ms [2020-12-18 17:44:07 main:581] : INFO : Epoch 1794 | loss: 0.0309975 | val_loss: 0.0313215 | Time: 1484.62 ms [2020-12-18 17:44:08 main:581] : INFO : Epoch 1795 | loss: 0.0310034 | val_loss: 0.0312725 | Time: 1497.11 ms [2020-12-18 17:44:10 main:581] : INFO : Epoch 1796 | loss: 0.0310014 | val_loss: 0.031317 | Time: 1490.01 ms [2020-12-18 17:44:11 main:581] : INFO : Epoch 1797 | loss: 0.0309821 | val_loss: 0.0313426 | Time: 1451.32 ms [2020-12-18 17:44:12 main:581] : INFO : Epoch 1798 | loss: 0.0309884 | val_loss: 0.0313012 | Time: 1449.63 ms [2020-12-18 17:44:14 main:581] : INFO : Epoch 1799 | loss: 0.0309954 | val_loss: 0.0313218 | Time: 1471.04 ms [2020-12-18 17:44:15 main:581] : INFO : Epoch 1800 | loss: 0.0309888 | val_loss: 0.0313001 | Time: 1444.23 ms [2020-12-18 17:44:17 main:581] : INFO : Epoch 1801 | loss: 0.0309972 | val_loss: 0.031298 | Time: 1441.21 ms [2020-12-18 17:44:18 main:581] : INFO : Epoch 1802 | loss: 0.0309952 | val_loss: 0.031312 | Time: 1418.44 ms [2020-12-18 17:44:20 main:581] : INFO : Epoch 1803 | loss: 0.0309885 | val_loss: 0.0313099 | Time: 1398.66 ms [2020-12-18 17:44:21 main:581] : INFO : Epoch 1804 | loss: 0.0309941 | val_loss: 0.0313209 | Time: 1396.26 ms [2020-12-18 17:44:22 main:581] : INFO : Epoch 1805 | loss: 0.0309944 | val_loss: 0.0313232 | Time: 1425.7 ms [2020-12-18 17:44:24 main:581] : INFO : Epoch 1806 | loss: 0.0309935 | val_loss: 0.0313141 | Time: 1445.74 ms [2020-12-18 17:44:25 main:581] : INFO : Epoch 1807 | loss: 0.0309836 | val_loss: 0.0313083 | Time: 1446.03 ms [2020-12-18 17:44:27 main:581] : INFO : Epoch 1808 | loss: 0.030983 | val_loss: 0.0312826 | Time: 1490.07 ms [2020-12-18 17:44:28 main:581] : INFO : Epoch 1809 | loss: 0.0309863 | val_loss: 0.0313149 | Time: 1480.07 ms [2020-12-18 17:44:30 main:581] : INFO : Epoch 1810 | loss: 0.0309839 | val_loss: 0.0313304 | Time: 1543.29 ms [2020-12-18 17:44:31 main:581] : INFO : Epoch 1811 | loss: 0.03098 | val_loss: 0.0313347 | Time: 1500.97 ms [2020-12-18 17:44:33 main:581] : INFO : Epoch 1812 | loss: 0.030992 | val_loss: 0.0313307 | Time: 1455.01 ms [2020-12-18 17:44:34 main:581] : INFO : Epoch 1813 | loss: 0.0309911 | val_loss: 0.0313295 | Time: 1459.6 ms [2020-12-18 17:44:36 main:581] : INFO : Epoch 1814 | loss: 0.0309877 | val_loss: 0.0313221 | Time: 1491.82 ms [2020-12-18 17:44:37 main:581] : INFO : Epoch 1815 | loss: 0.0309895 | val_loss: 0.0312988 | Time: 1493.21 ms [2020-12-18 17:44:39 main:581] : INFO : Epoch 1816 | loss: 0.0309934 | val_loss: 0.0313101 | Time: 1463.58 ms [2020-12-18 17:44:40 main:581] : INFO : Epoch 1817 | loss: 0.030986 | val_loss: 0.0313274 | Time: 1490.5 ms [2020-12-18 17:44:42 main:581] : INFO : Epoch 1818 | loss: 0.0309897 | val_loss: 0.0313364 | Time: 1469.05 ms [2020-12-18 17:44:43 main:581] : INFO : Epoch 1819 | loss: 0.0309953 | val_loss: 0.0313296 | Time: 1464.66 ms [2020-12-18 17:44:45 main:581] : INFO : Epoch 1820 | loss: 0.0309908 | val_loss: 0.0313195 | Time: 1474.97 ms [2020-12-18 17:44:46 main:581] : INFO : Epoch 1821 | loss: 0.0309916 | val_loss: 0.0313263 | Time: 1466.31 ms [2020-12-18 17:44:47 main:581] : INFO : Epoch 1822 | loss: 0.0309879 | val_loss: 0.0313284 | Time: 1441.48 ms [2020-12-18 17:44:49 main:581] : INFO : Epoch 1823 | loss: 0.030983 | val_loss: 0.031311 | Time: 1469.49 ms [2020-12-18 17:44:50 main:581] : INFO : Epoch 1824 | loss: 0.0309958 | val_loss: 0.0313394 | Time: 1480.75 ms [2020-12-18 17:44:52 main:581] : INFO : Epoch 1825 | loss: 0.0309908 | val_loss: 0.0313048 | Time: 1446.95 ms [2020-12-18 17:44:53 main:581] : INFO : Epoch 1826 | loss: 0.0309923 | val_loss: 0.0312951 | Time: 1436 ms [2020-12-18 17:44:55 main:581] : INFO : Epoch 1827 | loss: 0.0309934 | val_loss: 0.0313351 | Time: 1444.91 ms [2020-12-18 17:44:56 main:581] : INFO : Epoch 1828 | loss: 0.0309891 | val_loss: 0.0313143 | Time: 1449.42 ms [2020-12-18 17:44:58 main:581] : INFO : Epoch 1829 | loss: 0.0309952 | val_loss: 0.0313288 | Time: 1438.27 ms [2020-12-18 17:44:59 main:581] : INFO : Epoch 1830 | loss: 0.0309934 | val_loss: 0.0312842 | Time: 1497.05 ms [2020-12-18 17:45:01 main:581] : INFO : Epoch 1831 | loss: 0.0309982 | val_loss: 0.0313109 | Time: 1493.31 ms [2020-12-18 17:45:02 main:581] : INFO : Epoch 1832 | loss: 0.0310012 | val_loss: 0.0313001 | Time: 1472.71 ms [2020-12-18 17:45:04 main:581] : INFO : Epoch 1833 | loss: 0.0309916 | val_loss: 0.0313337 | Time: 1503.93 ms [2020-12-18 17:45:05 main:581] : INFO : Epoch 1834 | loss: 0.0309806 | val_loss: 0.0313434 | Time: 1501.84 ms [2020-12-18 17:45:07 main:581] : INFO : Epoch 1835 | loss: 0.0309891 | val_loss: 0.031326 | Time: 1463.52 ms [2020-12-18 17:45:08 main:581] : INFO : Epoch 1836 | loss: 0.0309938 | val_loss: 0.0313231 | Time: 1450.91 ms [2020-12-18 17:45:09 main:581] : INFO : Epoch 1837 | loss: 0.0309924 | val_loss: 0.031342 | Time: 1459.2 ms [2020-12-18 17:45:11 main:581] : INFO : Epoch 1838 | loss: 0.0309985 | val_loss: 0.0313425 | Time: 1476.01 ms [2020-12-18 17:45:12 main:581] : INFO : Epoch 1839 | loss: 0.0309911 | val_loss: 0.0313033 | Time: 1501.1 ms [2020-12-18 17:45:14 main:581] : INFO : Epoch 1840 | loss: 0.0309868 | val_loss: 0.0313448 | Time: 1526.96 ms [2020-12-18 17:45:16 main:581] : INFO : Epoch 1841 | loss: 0.0310055 | val_loss: 0.0312772 | Time: 1511.51 ms [2020-12-18 17:45:17 main:581] : INFO : Epoch 1842 | loss: 0.0309945 | val_loss: 0.0313136 | Time: 1486.57 ms [2020-12-18 17:45:18 main:581] : INFO : Epoch 1843 | loss: 0.0309898 | val_loss: 0.0313001 | Time: 1479.15 ms [2020-12-18 17:45:20 main:581] : INFO : Epoch 1844 | loss: 0.0309877 | val_loss: 0.0313534 | Time: 1482.1 ms [2020-12-18 17:45:21 main:581] : INFO : Epoch 1845 | loss: 0.0310016 | val_loss: 0.0313377 | Time: 1488.9 ms [2020-12-18 17:45:23 main:581] : INFO : Epoch 1846 | loss: 0.030989 | val_loss: 0.0313299 | Time: 1454.31 ms [2020-12-18 17:45:24 main:581] : INFO : Epoch 1847 | loss: 0.0309885 | val_loss: 0.0313119 | Time: 1426.81 ms [2020-12-18 17:45:26 main:581] : INFO : Epoch 1848 | loss: 0.0309896 | val_loss: 0.0313423 | Time: 1464.18 ms [2020-12-18 17:45:27 main:581] : INFO : Epoch 1849 | loss: 0.0309879 | val_loss: 0.0312936 | Time: 1453.08 ms [2020-12-18 17:45:29 main:581] : INFO : Epoch 1850 | loss: 0.0309901 | val_loss: 0.0313387 | Time: 1475.14 ms [2020-12-18 17:45:30 main:581] : INFO : Epoch 1851 | loss: 0.030986 | val_loss: 0.0313039 | Time: 1469.68 ms [2020-12-18 17:45:32 main:581] : INFO : Epoch 1852 | loss: 0.0309891 | val_loss: 0.0313315 | Time: 1485.31 ms [2020-12-18 17:45:33 main:581] : INFO : Epoch 1853 | loss: 0.0309864 | val_loss: 0.031334 | Time: 1501.05 ms [2020-12-18 17:45:35 main:581] : INFO : Epoch 1854 | loss: 0.0309842 | val_loss: 0.0313296 | Time: 1498.58 ms [2020-12-18 17:45:36 main:581] : INFO : Epoch 1855 | loss: 0.03099 | val_loss: 0.0312755 | Time: 1458.74 ms [2020-12-18 17:45:38 main:581] : INFO : Epoch 1856 | loss: 0.0309916 | val_loss: 0.0313379 | Time: 1460.27 ms [2020-12-18 17:45:39 main:581] : INFO : Epoch 1857 | loss: 0.0309826 | val_loss: 0.0313568 | Time: 1466.49 ms [2020-12-18 17:45:41 main:581] : INFO : Epoch 1858 | loss: 0.0309855 | val_loss: 0.0313038 | Time: 1467.56 ms [2020-12-18 17:45:42 main:581] : INFO : Epoch 1859 | loss: 0.0310023 | val_loss: 0.0313262 | Time: 1489.77 ms [2020-12-18 17:45:43 main:581] : INFO : Epoch 1860 | loss: 0.0309919 | val_loss: 0.031324 | Time: 1464.31 ms [2020-12-18 17:45:45 main:581] : INFO : Epoch 1861 | loss: 0.0309826 | val_loss: 0.0313181 | Time: 1475.88 ms [2020-12-18 17:45:46 main:581] : INFO : Epoch 1862 | loss: 0.0309872 | val_loss: 0.0313338 | Time: 1457.73 ms [2020-12-18 17:45:48 main:581] : INFO : Epoch 1863 | loss: 0.0310004 | val_loss: 0.031335 | Time: 1473.04 ms [2020-12-18 17:45:49 main:581] : INFO : Epoch 1864 | loss: 0.0309889 | val_loss: 0.0313244 | Time: 1481.61 ms [2020-12-18 17:45:51 main:581] : INFO : Epoch 1865 | loss: 0.0309907 | val_loss: 0.0313323 | Time: 1494.92 ms [2020-12-18 17:45:52 main:581] : INFO : Epoch 1866 | loss: 0.0309835 | val_loss: 0.031337 | Time: 1488.18 ms [2020-12-18 17:45:54 main:581] : INFO : Epoch 1867 | loss: 0.0309786 | val_loss: 0.0313399 | Time: 1487.09 ms [2020-12-18 17:45:55 main:581] : INFO : Epoch 1868 | loss: 0.0309897 | val_loss: 0.031325 | Time: 1464.81 ms [2020-12-18 17:45:57 main:581] : INFO : Epoch 1869 | loss: 0.0309938 | val_loss: 0.0313108 | Time: 1491.05 ms [2020-12-18 17:45:58 main:581] : INFO : Epoch 1870 | loss: 0.0309917 | val_loss: 0.0313406 | Time: 1490.31 ms [2020-12-18 17:46:00 main:581] : INFO : Epoch 1871 | loss: 0.0309844 | val_loss: 0.0313096 | Time: 1466.76 ms [2020-12-18 17:46:01 main:581] : INFO : Epoch 1872 | loss: 0.0309837 | val_loss: 0.0312905 | Time: 1476.19 ms [2020-12-18 17:46:03 main:581] : INFO : Epoch 1873 | loss: 0.0309852 | val_loss: 0.0313108 | Time: 1476.54 ms [2020-12-18 17:46:04 main:581] : INFO : Epoch 1874 | loss: 0.0310061 | val_loss: 0.0312828 | Time: 1468.09 ms [2020-12-18 17:46:06 main:581] : INFO : Epoch 1875 | loss: 0.0309943 | val_loss: 0.0313338 | Time: 1454.54 ms [2020-12-18 17:46:07 main:581] : INFO : Epoch 1876 | loss: 0.0309899 | val_loss: 0.0313214 | Time: 1500.84 ms [2020-12-18 17:46:09 main:581] : INFO : Epoch 1877 | loss: 0.0309961 | val_loss: 0.0313361 | Time: 1493.81 ms [2020-12-18 17:46:10 main:581] : INFO : Epoch 1878 | loss: 0.030995 | val_loss: 0.0313206 | Time: 1459.37 ms [2020-12-18 17:46:12 main:581] : INFO : Epoch 1879 | loss: 0.0309981 | val_loss: 0.0313067 | Time: 1468.4 ms [2020-12-18 17:46:13 main:581] : INFO : Epoch 1880 | loss: 0.0310024 | val_loss: 0.0313168 | Time: 1441.81 ms [2020-12-18 17:46:14 main:581] : INFO : Epoch 1881 | loss: 0.0309897 | val_loss: 0.0312889 | Time: 1433.04 ms [2020-12-18 17:46:16 main:581] : INFO : Epoch 1882 | loss: 0.0309885 | val_loss: 0.0313347 | Time: 1467.44 ms [2020-12-18 17:46:17 main:581] : INFO : Epoch 1883 | loss: 0.0309886 | val_loss: 0.0312962 | Time: 1445.42 ms [2020-12-18 17:46:19 main:581] : INFO : Epoch 1884 | loss: 0.0309922 | val_loss: 0.0313361 | Time: 1401.86 ms [2020-12-18 17:46:20 main:581] : INFO : Epoch 1885 | loss: 0.0309996 | val_loss: 0.0312981 | Time: 1419.98 ms [2020-12-18 17:46:22 main:581] : INFO : Epoch 1886 | loss: 0.0309954 | val_loss: 0.0313408 | Time: 1394.68 ms [2020-12-18 17:46:23 main:581] : INFO : Epoch 1887 | loss: 0.0309842 | val_loss: 0.031353 | Time: 1436.6 ms [2020-12-18 17:46:24 main:581] : INFO : Epoch 1888 | loss: 0.0309822 | val_loss: 0.0313305 | Time: 1442.32 ms [2020-12-18 17:46:26 main:581] : INFO : Epoch 1889 | loss: 0.0309852 | val_loss: 0.0312921 | Time: 1438.4 ms [2020-12-18 17:46:27 main:581] : INFO : Epoch 1890 | loss: 0.0309958 | val_loss: 0.0313114 | Time: 1427.65 ms [2020-12-18 17:46:29 main:581] : INFO : Epoch 1891 | loss: 0.0309923 | val_loss: 0.0313225 | Time: 1475.27 ms [2020-12-18 17:46:30 main:581] : INFO : Epoch 1892 | loss: 0.0309905 | val_loss: 0.0312951 | Time: 1475.43 ms [2020-12-18 17:46:32 main:581] : INFO : Epoch 1893 | loss: 0.0309902 | val_loss: 0.0313277 | Time: 1459.95 ms [2020-12-18 17:46:33 main:581] : INFO : Epoch 1894 | loss: 0.030996 | val_loss: 0.0312782 | Time: 1479.82 ms [2020-12-18 17:46:35 main:581] : INFO : Epoch 1895 | loss: 0.030983 | val_loss: 0.0313241 | Time: 1463.54 ms [2020-12-18 17:46:36 main:581] : INFO : Epoch 1896 | loss: 0.0309823 | val_loss: 0.0313026 | Time: 1486.7 ms [2020-12-18 17:46:38 main:581] : INFO : Epoch 1897 | loss: 0.0309887 | val_loss: 0.0313169 | Time: 1482.28 ms [2020-12-18 17:46:39 main:581] : INFO : Epoch 1898 | loss: 0.0309935 | val_loss: 0.0313431 | Time: 1472.9 ms [2020-12-18 17:46:41 main:581] : INFO : Epoch 1899 | loss: 0.0309858 | val_loss: 0.031301 | Time: 1429.12 ms [2020-12-18 17:46:42 main:581] : INFO : Epoch 1900 | loss: 0.0309842 | val_loss: 0.0313083 | Time: 1449.57 ms [2020-12-18 17:46:43 main:581] : INFO : Epoch 1901 | loss: 0.0309971 | val_loss: 0.0313178 | Time: 1486.38 ms [2020-12-18 17:46:45 main:581] : INFO : Epoch 1902 | loss: 0.0309975 | val_loss: 0.031297 | Time: 1466.96 ms [2020-12-18 17:46:46 main:581] : INFO : Epoch 1903 | loss: 0.0309941 | val_loss: 0.0313268 | Time: 1482.02 ms [2020-12-18 17:46:48 main:581] : INFO : Epoch 1904 | loss: 0.030988 | val_loss: 0.0313341 | Time: 1455.43 ms [2020-12-18 17:46:49 main:581] : INFO : Epoch 1905 | loss: 0.0309832 | val_loss: 0.0313109 | Time: 1453.96 ms [2020-12-18 17:46:51 main:581] : INFO : Epoch 1906 | loss: 0.0309884 | val_loss: 0.0313502 | Time: 1485.45 ms [2020-12-18 17:46:52 main:581] : INFO : Epoch 1907 | loss: 0.0309894 | val_loss: 0.0313168 | Time: 1451.47 ms [2020-12-18 17:46:54 main:581] : INFO : Epoch 1908 | loss: 0.0310016 | val_loss: 0.0312752 | Time: 1457.59 ms [2020-12-18 17:46:55 main:581] : INFO : Epoch 1909 | loss: 0.0310099 | val_loss: 0.0313314 | Time: 1485.04 ms [2020-12-18 17:46:57 main:581] : INFO : Epoch 1910 | loss: 0.0309884 | val_loss: 0.0313228 | Time: 1460.82 ms [2020-12-18 17:46:58 main:581] : INFO : Epoch 1911 | loss: 0.0309824 | val_loss: 0.0313197 | Time: 1469.39 ms [2020-12-18 17:47:00 main:581] : INFO : Epoch 1912 | loss: 0.0309845 | val_loss: 0.0313183 | Time: 1460.19 ms [2020-12-18 17:47:01 main:581] : INFO : Epoch 1913 | loss: 0.0309963 | val_loss: 0.0313086 | Time: 1477.21 ms [2020-12-18 17:47:03 main:581] : INFO : Epoch 1914 | loss: 0.0310083 | val_loss: 0.0313142 | Time: 1475.72 ms [2020-12-18 17:47:04 main:581] : INFO : Epoch 1915 | loss: 0.0309958 | val_loss: 0.0313634 | Time: 1476.71 ms [2020-12-18 17:47:06 main:581] : INFO : Epoch 1916 | loss: 0.030987 | val_loss: 0.0313432 | Time: 1498.92 ms [2020-12-18 17:47:07 main:581] : INFO : Epoch 1917 | loss: 0.0309926 | val_loss: 0.0312996 | Time: 1468.96 ms [2020-12-18 17:47:08 main:581] : INFO : Epoch 1918 | loss: 0.0309923 | val_loss: 0.0313051 | Time: 1468.54 ms [2020-12-18 17:47:10 main:581] : INFO : Epoch 1919 | loss: 0.0309887 | val_loss: 0.0313374 | Time: 1468.74 ms [2020-12-18 17:47:11 main:581] : INFO : Epoch 1920 | loss: 0.0309909 | val_loss: 0.0312825 | Time: 1444.52 ms [2020-12-18 17:47:13 main:581] : INFO : Epoch 1921 | loss: 0.0309925 | val_loss: 0.0313541 | Time: 1464.03 ms [2020-12-18 17:47:14 main:581] : INFO : Epoch 1922 | loss: 0.0309808 | val_loss: 0.0313235 | Time: 1460.79 ms [2020-12-18 17:47:16 main:581] : INFO : Epoch 1923 | loss: 0.0309878 | val_loss: 0.0313149 | Time: 1463.93 ms [2020-12-18 17:47:17 main:581] : INFO : Epoch 1924 | loss: 0.0309909 | val_loss: 0.0313299 | Time: 1457.2 ms [2020-12-18 17:47:19 main:581] : INFO : Epoch 1925 | loss: 0.0309863 | val_loss: 0.0313082 | Time: 1431.95 ms [2020-12-18 17:47:20 main:581] : INFO : Epoch 1926 | loss: 0.0309842 | val_loss: 0.0313365 | Time: 1483.59 ms [2020-12-18 17:47:22 main:581] : INFO : Epoch 1927 | loss: 0.0309846 | val_loss: 0.0313467 | Time: 1446.65 ms [2020-12-18 17:47:23 main:581] : INFO : Epoch 1928 | loss: 0.0309874 | val_loss: 0.0313222 | Time: 1491.73 ms [2020-12-18 17:47:25 main:581] : INFO : Epoch 1929 | loss: 0.0309825 | val_loss: 0.0313298 | Time: 1453.98 ms [2020-12-18 17:47:26 main:581] : INFO : Epoch 1930 | loss: 0.0309904 | val_loss: 0.031335 | Time: 1474.28 ms [2020-12-18 17:47:27 main:581] : INFO : Epoch 1931 | loss: 0.0309814 | val_loss: 0.0313164 | Time: 1467.17 ms [2020-12-18 17:47:29 main:581] : INFO : Epoch 1932 | loss: 0.0309758 | val_loss: 0.0313096 | Time: 1471.08 ms [2020-12-18 17:47:30 main:581] : INFO : Epoch 1933 | loss: 0.0309875 | val_loss: 0.0313445 | Time: 1452.71 ms [2020-12-18 17:47:32 main:581] : INFO : Epoch 1934 | loss: 0.0309987 | val_loss: 0.0312978 | Time: 1407.63 ms [2020-12-18 17:47:33 main:581] : INFO : Epoch 1935 | loss: 0.0309897 | val_loss: 0.0313148 | Time: 1445.97 ms [2020-12-18 17:47:35 main:581] : INFO : Epoch 1936 | loss: 0.0309923 | val_loss: 0.03132 | Time: 1447.99 ms [2020-12-18 17:47:36 main:581] : INFO : Epoch 1937 | loss: 0.0309917 | val_loss: 0.031332 | Time: 1456.75 ms [2020-12-18 17:47:38 main:581] : INFO : Epoch 1938 | loss: 0.0309827 | val_loss: 0.0313371 | Time: 1466.69 ms [2020-12-18 17:47:39 main:581] : INFO : Epoch 1939 | loss: 0.0309865 | val_loss: 0.0313221 | Time: 1437.6 ms [2020-12-18 17:47:41 main:581] : INFO : Epoch 1940 | loss: 0.0309898 | val_loss: 0.0313175 | Time: 1465.2 ms [2020-12-18 17:47:42 main:581] : INFO : Epoch 1941 | loss: 0.0309843 | val_loss: 0.0313348 | Time: 1474.31 ms [2020-12-18 17:47:43 main:581] : INFO : Epoch 1942 | loss: 0.0309893 | val_loss: 0.0313259 | Time: 1476.28 ms [2020-12-18 17:47:45 main:581] : INFO : Epoch 1943 | loss: 0.0309902 | val_loss: 0.031298 | Time: 1479.77 ms [2020-12-18 17:47:46 main:581] : INFO : Epoch 1944 | loss: 0.0309948 | val_loss: 0.0313355 | Time: 1469.42 ms [2020-12-18 17:47:48 main:581] : INFO : Epoch 1945 | loss: 0.0309883 | val_loss: 0.0313102 | Time: 1477.77 ms [2020-12-18 17:47:49 main:581] : INFO : Epoch 1946 | loss: 0.0309837 | val_loss: 0.0313297 | Time: 1475.27 ms [2020-12-18 17:47:51 main:581] : INFO : Epoch 1947 | loss: 0.03099 | val_loss: 0.0313283 | Time: 1477.82 ms [2020-12-18 17:47:52 main:581] : INFO : Epoch 1948 | loss: 0.0309841 | val_loss: 0.0313316 | Time: 1476.12 ms [2020-12-18 17:47:54 main:581] : INFO : Epoch 1949 | loss: 0.0309826 | val_loss: 0.0313316 | Time: 1460.23 ms [2020-12-18 17:47:55 main:581] : INFO : Epoch 1950 | loss: 0.0309828 | val_loss: 0.0313397 | Time: 1460 ms [2020-12-18 17:47:57 main:581] : INFO : Epoch 1951 | loss: 0.0309835 | val_loss: 0.0313291 | Time: 1466.62 ms [2020-12-18 17:47:58 main:581] : INFO : Epoch 1952 | loss: 0.0309892 | val_loss: 0.0313419 | Time: 1448.84 ms [2020-12-18 17:48:00 main:581] : INFO : Epoch 1953 | loss: 0.0309913 | val_loss: 0.0313307 | Time: 1458.88 ms [2020-12-18 17:48:01 main:581] : INFO : Epoch 1954 | loss: 0.0309915 | val_loss: 0.0313009 | Time: 1447.42 ms [2020-12-18 17:48:03 main:581] : INFO : Epoch 1955 | loss: 0.0309869 | val_loss: 0.0313509 | Time: 1443.94 ms [2020-12-18 17:48:04 main:581] : INFO : Epoch 1956 | loss: 0.0309917 | val_loss: 0.0313237 | Time: 1458.45 ms [2020-12-18 17:48:05 main:581] : INFO : Epoch 1957 | loss: 0.0309899 | val_loss: 0.0313001 | Time: 1453.54 ms [2020-12-18 17:48:07 main:581] : INFO : Epoch 1958 | loss: 0.0309951 | val_loss: 0.0313037 | Time: 1482.25 ms [2020-12-18 17:48:08 main:581] : INFO : Epoch 1959 | loss: 0.0309874 | val_loss: 0.0313129 | Time: 1468.91 ms [2020-12-18 17:48:10 main:581] : INFO : Epoch 1960 | loss: 0.0309945 | val_loss: 0.0312991 | Time: 1482.37 ms [2020-12-18 17:48:11 main:581] : INFO : Epoch 1961 | loss: 0.0309959 | val_loss: 0.0313262 | Time: 1493.95 ms [2020-12-18 17:48:13 main:581] : INFO : Epoch 1962 | loss: 0.031003 | val_loss: 0.0313388 | Time: 1467.08 ms [2020-12-18 17:48:14 main:581] : INFO : Epoch 1963 | loss: 0.0309938 | val_loss: 0.0312948 | Time: 1500.01 ms [2020-12-18 17:48:16 main:581] : INFO : Epoch 1964 | loss: 0.0309857 | val_loss: 0.0313205 | Time: 1460.22 ms [2020-12-18 17:48:17 main:581] : INFO : Epoch 1965 | loss: 0.0309829 | val_loss: 0.0313164 | Time: 1483.9 ms [2020-12-18 17:48:19 main:581] : INFO : Epoch 1966 | loss: 0.0309863 | val_loss: 0.0313086 | Time: 1427.36 ms [2020-12-18 17:48:20 main:581] : INFO : Epoch 1967 | loss: 0.0309882 | val_loss: 0.0313223 | Time: 1466.2 ms [2020-12-18 17:48:22 main:581] : INFO : Epoch 1968 | loss: 0.0309917 | val_loss: 0.0312969 | Time: 1453.83 ms [2020-12-18 17:48:23 main:581] : INFO : Epoch 1969 | loss: 0.0309916 | val_loss: 0.0313409 | Time: 1484.23 ms [2020-12-18 17:48:25 main:581] : INFO : Epoch 1970 | loss: 0.0309974 | val_loss: 0.0312954 | Time: 1483.48 ms [2020-12-18 17:48:26 main:581] : INFO : Epoch 1971 | loss: 0.0309908 | val_loss: 0.0313206 | Time: 1477.21 ms [2020-12-18 17:48:28 main:581] : INFO : Epoch 1972 | loss: 0.0309925 | val_loss: 0.0313246 | Time: 1469.17 ms [2020-12-18 17:48:29 main:581] : INFO : Epoch 1973 | loss: 0.0309947 | val_loss: 0.0313418 | Time: 1474.68 ms [2020-12-18 17:48:31 main:581] : INFO : Epoch 1974 | loss: 0.0309921 | val_loss: 0.0313363 | Time: 1496.35 ms [2020-12-18 17:48:32 main:581] : INFO : Epoch 1975 | loss: 0.0309911 | val_loss: 0.0313176 | Time: 1465.13 ms [2020-12-18 17:48:33 main:581] : INFO : Epoch 1976 | loss: 0.0309866 | val_loss: 0.031316 | Time: 1432.23 ms [2020-12-18 17:48:35 main:581] : INFO : Epoch 1977 | loss: 0.0309821 | val_loss: 0.0313454 | Time: 1482.55 ms [2020-12-18 17:48:36 main:581] : INFO : Epoch 1978 | loss: 0.030991 | val_loss: 0.0312925 | Time: 1500.72 ms [2020-12-18 17:48:38 main:581] : INFO : Epoch 1979 | loss: 0.0309895 | val_loss: 0.0313339 | Time: 1483.37 ms [2020-12-18 17:48:39 main:581] : INFO : Epoch 1980 | loss: 0.0309852 | val_loss: 0.0313031 | Time: 1478.11 ms [2020-12-18 17:48:41 main:581] : INFO : Epoch 1981 | loss: 0.0309831 | val_loss: 0.0313001 | Time: 1486.65 ms [2020-12-18 17:48:42 main:581] : INFO : Epoch 1982 | loss: 0.0310001 | val_loss: 0.0312957 | Time: 1468.82 ms [2020-12-18 17:48:44 main:581] : INFO : Epoch 1983 | loss: 0.0310077 | val_loss: 0.0313185 | Time: 1484.71 ms [2020-12-18 17:48:45 main:581] : INFO : Epoch 1984 | loss: 0.0309983 | val_loss: 0.0313469 | Time: 1522.96 ms [2020-12-18 17:48:47 main:581] : INFO : Epoch 1985 | loss: 0.0309818 | val_loss: 0.031319 | Time: 1462.47 ms [2020-12-18 17:48:48 main:581] : INFO : Epoch 1986 | loss: 0.030986 | val_loss: 0.0313128 | Time: 1456.61 ms [2020-12-18 17:48:50 main:581] : INFO : Epoch 1987 | loss: 0.0309874 | val_loss: 0.0313464 | Time: 1482.65 ms [2020-12-18 17:48:51 main:581] : INFO : Epoch 1988 | loss: 0.0309939 | val_loss: 0.0313304 | Time: 1484.58 ms [2020-12-18 17:48:53 main:581] : INFO : Epoch 1989 | loss: 0.0309942 | val_loss: 0.0313075 | Time: 1456.43 ms [2020-12-18 17:48:54 main:581] : INFO : Epoch 1990 | loss: 0.0309901 | val_loss: 0.0313141 | Time: 1464.74 ms [2020-12-18 17:48:56 main:581] : INFO : Epoch 1991 | loss: 0.0309889 | val_loss: 0.0312887 | Time: 1489.85 ms [2020-12-18 17:48:57 main:581] : INFO : Epoch 1992 | loss: 0.0309879 | val_loss: 0.0313378 | Time: 1471.18 ms [2020-12-18 17:48:59 main:581] : INFO : Epoch 1993 | loss: 0.0309839 | val_loss: 0.0313157 | Time: 1466.21 ms [2020-12-18 17:49:00 main:581] : INFO : Epoch 1994 | loss: 0.0309864 | val_loss: 0.0313265 | Time: 1445.88 ms [2020-12-18 17:49:01 main:581] : INFO : Epoch 1995 | loss: 0.0309858 | val_loss: 0.0313071 | Time: 1433.1 ms [2020-12-18 17:49:03 main:581] : INFO : Epoch 1996 | loss: 0.0309908 | val_loss: 0.0313337 | Time: 1468.29 ms [2020-12-18 17:49:04 main:581] : INFO : Epoch 1997 | loss: 0.0309971 | val_loss: 0.0313131 | Time: 1459.41 ms [2020-12-18 17:49:06 main:581] : INFO : Epoch 1998 | loss: 0.030987 | val_loss: 0.0312984 | Time: 1478.14 ms [2020-12-18 17:49:07 main:581] : INFO : Epoch 1999 | loss: 0.0309894 | val_loss: 0.0313574 | Time: 1469.11 ms [2020-12-18 17:49:09 main:581] : INFO : Epoch 2000 | loss: 0.0309943 | val_loss: 0.0312932 | Time: 1493 ms [2020-12-18 17:49:10 main:581] : INFO : Epoch 2001 | loss: 0.0309897 | val_loss: 0.0313342 | Time: 1485.37 ms [2020-12-18 17:49:12 main:581] : INFO : Epoch 2002 | loss: 0.0309853 | val_loss: 0.0313113 | Time: 1502.29 ms [2020-12-18 17:49:13 main:581] : INFO : Epoch 2003 | loss: 0.0309887 | val_loss: 0.0313306 | Time: 1456.08 ms [2020-12-18 17:49:15 main:581] : INFO : Epoch 2004 | loss: 0.0309919 | val_loss: 0.0313351 | Time: 1437.62 ms [2020-12-18 17:49:16 main:581] : INFO : Epoch 2005 | loss: 0.0309933 | val_loss: 0.0313226 | Time: 1451.14 ms [2020-12-18 17:49:18 main:581] : INFO : Epoch 2006 | loss: 0.0310026 | val_loss: 0.0313265 | Time: 1447.86 ms [2020-12-18 17:49:19 main:581] : INFO : Epoch 2007 | loss: 0.0309927 | val_loss: 0.0312799 | Time: 1455.35 ms [2020-12-18 17:49:21 main:581] : INFO : Epoch 2008 | loss: 0.0309896 | val_loss: 0.0313054 | Time: 1462.89 ms [2020-12-18 17:49:22 main:581] : INFO : Epoch 2009 | loss: 0.0309841 | val_loss: 0.0313269 | Time: 1488.96 ms [2020-12-18 17:49:23 main:581] : INFO : Epoch 2010 | loss: 0.0309874 | val_loss: 0.0313265 | Time: 1456.37 ms [2020-12-18 17:49:25 main:581] : INFO : Epoch 2011 | loss: 0.0309905 | val_loss: 0.0313206 | Time: 1424.22 ms [2020-12-18 17:49:26 main:581] : INFO : Epoch 2012 | loss: 0.0309894 | val_loss: 0.0313039 | Time: 1469.73 ms [2020-12-18 17:49:28 main:581] : INFO : Epoch 2013 | loss: 0.0309862 | val_loss: 0.0313114 | Time: 1458.13 ms [2020-12-18 17:49:29 main:581] : INFO : Epoch 2014 | loss: 0.030987 | val_loss: 0.0313163 | Time: 1443.07 ms [2020-12-18 17:49:31 main:581] : INFO : Epoch 2015 | loss: 0.0309859 | val_loss: 0.0313076 | Time: 1427.84 ms [2020-12-18 17:49:32 main:581] : INFO : Epoch 2016 | loss: 0.0309835 | val_loss: 0.0313358 | Time: 1419.52 ms [2020-12-18 17:49:34 main:581] : INFO : Epoch 2017 | loss: 0.0309852 | val_loss: 0.0312849 | Time: 1447.14 ms [2020-12-18 17:49:35 main:581] : INFO : Epoch 2018 | loss: 0.030991 | val_loss: 0.0313267 | Time: 1477.9 ms [2020-12-18 17:49:37 main:581] : INFO : Epoch 2019 | loss: 0.0309914 | val_loss: 0.0313103 | Time: 1484.34 ms [2020-12-18 17:49:38 main:581] : INFO : Epoch 2020 | loss: 0.0309903 | val_loss: 0.031342 | Time: 1440.86 ms [2020-12-18 17:49:39 main:581] : INFO : Epoch 2021 | loss: 0.0309809 | val_loss: 0.0313173 | Time: 1486.52 ms [2020-12-18 17:49:41 main:581] : INFO : Epoch 2022 | loss: 0.0309877 | val_loss: 0.0313488 | Time: 1472.93 ms [2020-12-18 17:49:42 main:581] : INFO : Epoch 2023 | loss: 0.0309861 | val_loss: 0.0313236 | Time: 1494.44 ms [2020-12-18 17:49:44 main:581] : INFO : Epoch 2024 | loss: 0.0309914 | val_loss: 0.0313122 | Time: 1470.91 ms [2020-12-18 17:49:45 main:581] : INFO : Epoch 2025 | loss: 0.0309925 | val_loss: 0.0313047 | Time: 1472.62 ms [2020-12-18 17:49:47 main:581] : INFO : Epoch 2026 | loss: 0.030991 | val_loss: 0.0313102 | Time: 1456.8 ms [2020-12-18 17:49:48 main:581] : INFO : Epoch 2027 | loss: 0.0309914 | val_loss: 0.031306 | Time: 1483.05 ms [2020-12-18 17:49:50 main:581] : INFO : Epoch 2028 | loss: 0.0309895 | val_loss: 0.0312915 | Time: 1451.17 ms [2020-12-18 17:49:51 main:581] : INFO : Epoch 2029 | loss: 0.0309939 | val_loss: 0.0313431 | Time: 1475.27 ms [2020-12-18 17:49:53 main:581] : INFO : Epoch 2030 | loss: 0.0309927 | val_loss: 0.0313104 | Time: 1486.14 ms [2020-12-18 17:49:54 main:581] : INFO : Epoch 2031 | loss: 0.0309919 | val_loss: 0.0313329 | Time: 1464.02 ms [2020-12-18 17:49:56 main:581] : INFO : Epoch 2032 | loss: 0.0309974 | val_loss: 0.0313204 | Time: 1496.02 ms [2020-12-18 17:49:57 main:581] : INFO : Epoch 2033 | loss: 0.030991 | val_loss: 0.0313212 | Time: 1509.06 ms [2020-12-18 17:49:59 main:581] : INFO : Epoch 2034 | loss: 0.0309819 | val_loss: 0.0313259 | Time: 1432.35 ms [2020-12-18 17:50:00 main:581] : INFO : Epoch 2035 | loss: 0.0309776 | val_loss: 0.0313212 | Time: 1415.46 ms [2020-12-18 17:50:01 main:581] : INFO : Epoch 2036 | loss: 0.0309788 | val_loss: 0.0313322 | Time: 1424.79 ms [2020-12-18 17:50:03 main:581] : INFO : Epoch 2037 | loss: 0.030989 | val_loss: 0.0313069 | Time: 1433.14 ms [2020-12-18 17:50:04 main:581] : INFO : Epoch 2038 | loss: 0.0309924 | val_loss: 0.0313338 | Time: 1438.31 ms [2020-12-18 17:50:06 main:581] : INFO : Epoch 2039 | loss: 0.031001 | val_loss: 0.0313077 | Time: 1445.48 ms [2020-12-18 17:50:07 main:581] : INFO : Epoch 2040 | loss: 0.0309968 | val_loss: 0.0313188 | Time: 1436.86 ms [2020-12-18 17:50:09 main:581] : INFO : Epoch 2041 | loss: 0.030989 | val_loss: 0.0312942 | Time: 1433.28 ms [2020-12-18 17:50:10 main:581] : INFO : Epoch 2042 | loss: 0.030988 | val_loss: 0.0313426 | Time: 1433 ms [2020-12-18 17:50:11 main:581] : INFO : Epoch 2043 | loss: 0.0309916 | val_loss: 0.0312967 | Time: 1441.31 ms [2020-12-18 17:50:13 main:581] : INFO : Epoch 2044 | loss: 0.0309892 | val_loss: 0.0313171 | Time: 1452.78 ms [2020-12-18 17:50:14 main:581] : INFO : Epoch 2045 | loss: 0.0309816 | val_loss: 0.0313208 | Time: 1471.16 ms [2020-12-18 17:50:16 main:581] : INFO : Epoch 2046 | loss: 0.0309864 | val_loss: 0.0313277 | Time: 1457.39 ms [2020-12-18 17:50:17 main:581] : INFO : Epoch 2047 | loss: 0.0309867 | val_loss: 0.0313424 | Time: 1467.05 ms [2020-12-18 17:50:19 main:581] : INFO : Epoch 2048 | loss: 0.0309922 | val_loss: 0.0313524 | Time: 1485.8 ms [2020-12-18 17:50:19 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313524 [2020-12-18 17:50:19 main:610] : INFO : Saving end state to config to file [2020-12-18 17:50:19 main:615] : INFO : Success, exiting.. 17:50:19 (780338): 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)