Task 3317255
| Name | ParityModified-1608176187-10779-0_0 |
| Workunit | 1584198 |
| Created | 17 Dec 2020, 3:36:29 UTC |
| Sent | 18 Dec 2020, 8:07:52 UTC |
| Report deadline | 26 Dec 2020, 8:07:52 UTC |
| Received | 18 Dec 2020, 22:00:28 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 49 min 31 sec |
| CPU time | 49 min 27 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> 47:59 main:581] : INFO : Epoch 1538 | loss: 0.0309788 | val_loss: 0.0312926 | Time: 1445.47 ms [2020-12-18 16:48:01 main:581] : INFO : Epoch 1539 | loss: 0.0309752 | val_loss: 0.03129 | Time: 1439.6 ms [2020-12-18 16:48:02 main:581] : INFO : Epoch 1540 | loss: 0.0309733 | val_loss: 0.0312681 | Time: 1422.33 ms [2020-12-18 16:48:04 main:581] : INFO : Epoch 1541 | loss: 0.0309789 | val_loss: 0.031287 | Time: 1411.33 ms [2020-12-18 16:48:05 main:581] : INFO : Epoch 1542 | loss: 0.0309688 | val_loss: 0.0312781 | Time: 1459.59 ms [2020-12-18 16:48:06 main:581] : INFO : Epoch 1543 | loss: 0.0309707 | val_loss: 0.0312742 | Time: 1464.86 ms [2020-12-18 16:48:08 main:581] : INFO : Epoch 1544 | loss: 0.0309804 | val_loss: 0.0313168 | Time: 1443.55 ms [2020-12-18 16:48:09 main:581] : INFO : Epoch 1545 | loss: 0.0309805 | val_loss: 0.0312793 | Time: 1473.82 ms [2020-12-18 16:48:11 main:581] : INFO : Epoch 1546 | loss: 0.0309825 | val_loss: 0.031272 | Time: 1430.8 ms [2020-12-18 16:48:12 main:581] : INFO : Epoch 1547 | loss: 0.0309808 | val_loss: 0.0312999 | Time: 1457.16 ms [2020-12-18 16:48:14 main:581] : INFO : Epoch 1548 | loss: 0.0309753 | val_loss: 0.0312615 | Time: 1443.22 ms [2020-12-18 16:48:15 main:581] : INFO : Epoch 1549 | loss: 0.0309859 | val_loss: 0.0312854 | Time: 1470.55 ms [2020-12-18 16:48:17 main:581] : INFO : Epoch 1550 | loss: 0.0309829 | val_loss: 0.0312751 | Time: 1450.96 ms [2020-12-18 16:48:18 main:581] : INFO : Epoch 1551 | loss: 0.0309826 | val_loss: 0.0312964 | Time: 1448.15 ms [2020-12-18 16:48:20 main:581] : INFO : Epoch 1552 | loss: 0.0309792 | val_loss: 0.0312777 | Time: 1451.91 ms [2020-12-18 16:48:21 main:581] : INFO : Epoch 1553 | loss: 0.0309756 | val_loss: 0.0312866 | Time: 1419.62 ms [2020-12-18 16:48:22 main:581] : INFO : Epoch 1554 | loss: 0.0309702 | val_loss: 0.0312998 | Time: 1415.46 ms [2020-12-18 16:48:24 main:581] : INFO : Epoch 1555 | loss: 0.0309678 | val_loss: 0.0312884 | Time: 1422.93 ms [2020-12-18 16:48:25 main:581] : INFO : Epoch 1556 | loss: 0.030973 | val_loss: 0.031266 | Time: 1445.01 ms [2020-12-18 16:48:27 main:581] : INFO : Epoch 1557 | loss: 0.0309759 | val_loss: 0.0313102 | Time: 1449.96 ms [2020-12-18 16:48:28 main:581] : INFO : Epoch 1558 | loss: 0.0309916 | val_loss: 0.0312832 | Time: 1453.33 ms [2020-12-18 16:48:30 main:581] : INFO : Epoch 1559 | loss: 0.0309831 | val_loss: 0.0312764 | Time: 1427.6 ms [2020-12-18 16:48:31 main:581] : INFO : Epoch 1560 | loss: 0.0309735 | val_loss: 0.0312787 | Time: 1451.01 ms [2020-12-18 16:48:32 main:581] : INFO : Epoch 1561 | loss: 0.0309787 | val_loss: 0.0312793 | Time: 1460.87 ms [2020-12-18 16:48:34 main:581] : INFO : Epoch 1562 | loss: 0.0309747 | val_loss: 0.0312579 | Time: 1454.5 ms [2020-12-18 16:48:35 main:581] : INFO : Epoch 1563 | loss: 0.0309837 | val_loss: 0.0312862 | Time: 1455.3 ms [2020-12-18 16:48:37 main:581] : INFO : Epoch 1564 | loss: 0.0309837 | val_loss: 0.0312678 | Time: 1474.95 ms [2020-12-18 16:48:38 main:581] : INFO : Epoch 1565 | loss: 0.0309782 | val_loss: 0.0312492 | Time: 1459.42 ms [2020-12-18 16:48:40 main:581] : INFO : Epoch 1566 | loss: 0.0309761 | val_loss: 0.0312963 | Time: 1472.81 ms [2020-12-18 16:48:41 main:581] : INFO : Epoch 1567 | loss: 0.0309864 | val_loss: 0.0312959 | Time: 1448.32 ms [2020-12-18 16:48:43 main:581] : INFO : Epoch 1568 | loss: 0.0309755 | val_loss: 0.031286 | Time: 1485.1 ms [2020-12-18 16:48:44 main:581] : INFO : Epoch 1569 | loss: 0.0309749 | val_loss: 0.0312557 | Time: 1476.16 ms [2020-12-18 16:48:46 main:581] : INFO : Epoch 1570 | loss: 0.030972 | val_loss: 0.0312662 | Time: 1449.16 ms [2020-12-18 16:48:47 main:581] : INFO : Epoch 1571 | loss: 0.0309799 | val_loss: 0.0312627 | Time: 1466.63 ms [2020-12-18 16:48:49 main:581] : INFO : Epoch 1572 | loss: 0.0309914 | val_loss: 0.031263 | Time: 1470.71 ms [2020-12-18 16:48:50 main:581] : INFO : Epoch 1573 | loss: 0.0309806 | val_loss: 0.0312838 | Time: 1430.81 ms [2020-12-18 16:48:51 main:581] : INFO : Epoch 1574 | loss: 0.0309789 | val_loss: 0.0313034 | Time: 1461.9 ms [2020-12-18 16:48:53 main:581] : INFO : Epoch 1575 | loss: 0.0309819 | val_loss: 0.031296 | Time: 1471.39 ms [2020-12-18 16:48:54 main:581] : INFO : Epoch 1576 | loss: 0.0309834 | val_loss: 0.031264 | Time: 1457.82 ms [2020-12-18 16:48:56 main:581] : INFO : Epoch 1577 | loss: 0.0309754 | val_loss: 0.031301 | Time: 1479.08 ms [2020-12-18 16:48:57 main:581] : INFO : Epoch 1578 | loss: 0.0309763 | val_loss: 0.0312632 | Time: 1459.99 ms [2020-12-18 16:48:59 main:581] : INFO : Epoch 1579 | loss: 0.0309728 | val_loss: 0.0313044 | Time: 1461.35 ms [2020-12-18 16:49:00 main:581] : INFO : Epoch 1580 | loss: 0.0309699 | val_loss: 0.0312858 | Time: 1447.01 ms [2020-12-18 16:49:02 main:581] : INFO : Epoch 1581 | loss: 0.0309762 | val_loss: 0.0312736 | Time: 1447.87 ms [2020-12-18 16:49:03 main:581] : INFO : Epoch 1582 | loss: 0.0309831 | val_loss: 0.0312839 | Time: 1456.57 ms [2020-12-18 16:49:05 main:581] : INFO : Epoch 1583 | loss: 0.0309807 | val_loss: 0.0312675 | Time: 1467.5 ms [2020-12-18 16:49:06 main:581] : INFO : Epoch 1584 | loss: 0.0309841 | val_loss: 0.0313148 | Time: 1467.42 ms [2020-12-18 16:49:08 main:581] : INFO : Epoch 1585 | loss: 0.0309798 | val_loss: 0.0312807 | Time: 1469.64 ms [2020-12-18 16:49:09 main:581] : INFO : Epoch 1586 | loss: 0.0309782 | val_loss: 0.0312867 | Time: 1455.97 ms [2020-12-18 16:49:10 main:581] : INFO : Epoch 1587 | loss: 0.0309798 | val_loss: 0.0312712 | Time: 1474.43 ms [2020-12-18 16:49:12 main:581] : INFO : Epoch 1588 | loss: 0.0309755 | val_loss: 0.0312697 | Time: 1469.56 ms [2020-12-18 16:49:13 main:581] : INFO : Epoch 1589 | loss: 0.0309773 | val_loss: 0.0312912 | Time: 1478.6 ms [2020-12-18 16:49:15 main:581] : INFO : Epoch 1590 | loss: 0.0309741 | val_loss: 0.0312913 | Time: 1479.21 ms [2020-12-18 16:49:16 main:581] : INFO : Epoch 1591 | loss: 0.0309748 | val_loss: 0.0313002 | Time: 1477.46 ms [2020-12-18 16:49:18 main:581] : INFO : Epoch 1592 | loss: 0.0309799 | val_loss: 0.0312623 | Time: 1440.5 ms [2020-12-18 16:49:19 main:581] : INFO : Epoch 1593 | loss: 0.030989 | val_loss: 0.0312313 | Time: 1465.35 ms [2020-12-18 16:49:21 main:581] : INFO : Epoch 1594 | loss: 0.030986 | val_loss: 0.0312909 | Time: 1467.03 ms [2020-12-18 16:49:22 main:581] : INFO : Epoch 1595 | loss: 0.0311158 | val_loss: 0.031327 | Time: 1443.14 ms [2020-12-18 16:49:24 main:581] : INFO : Epoch 1596 | loss: 0.0315262 | val_loss: 0.0313487 | Time: 1432.6 ms [2020-12-18 16:49:25 main:581] : INFO : Epoch 1597 | loss: 0.0312565 | val_loss: 0.0312053 | Time: 1440.84 ms [2020-12-18 16:49:27 main:581] : INFO : Epoch 1598 | loss: 0.0311354 | val_loss: 0.0311813 | Time: 1464.99 ms [2020-12-18 16:49:28 main:581] : INFO : Epoch 1599 | loss: 0.0311036 | val_loss: 0.0311818 | Time: 1446.19 ms [2020-12-18 16:49:29 main:581] : INFO : Epoch 1600 | loss: 0.0310759 | val_loss: 0.0312082 | Time: 1452.22 ms [2020-12-18 16:49:31 main:581] : INFO : Epoch 1601 | loss: 0.0310402 | val_loss: 0.0312579 | Time: 1440.45 ms [2020-12-18 16:49:32 main:581] : INFO : Epoch 1602 | loss: 0.0310121 | val_loss: 0.0312894 | Time: 1455.34 ms [2020-12-18 16:49:34 main:581] : INFO : Epoch 1603 | loss: 0.0309935 | val_loss: 0.0312509 | Time: 1469.25 ms [2020-12-18 16:49:35 main:581] : INFO : Epoch 1604 | loss: 0.0309813 | val_loss: 0.0312826 | Time: 1475.64 ms [2020-12-18 16:49:37 main:581] : INFO : Epoch 1605 | loss: 0.0309814 | val_loss: 0.0312783 | Time: 1464.99 ms [2020-12-18 16:49:38 main:581] : INFO : Epoch 1606 | loss: 0.0310113 | val_loss: 0.0312642 | Time: 1436.48 ms [2020-12-18 16:49:40 main:581] : INFO : Epoch 1607 | loss: 0.0310224 | val_loss: 0.0312698 | Time: 1426.53 ms [2020-12-18 16:49:41 main:581] : INFO : Epoch 1608 | loss: 0.0309873 | val_loss: 0.0312697 | Time: 1430.08 ms [2020-12-18 16:49:42 main:581] : INFO : Epoch 1609 | loss: 0.0309817 | val_loss: 0.0312892 | Time: 1444.12 ms [2020-12-18 16:49:44 main:581] : INFO : Epoch 1610 | loss: 0.030986 | val_loss: 0.0312514 | Time: 1426.7 ms [2020-12-18 16:49:45 main:581] : INFO : Epoch 1611 | loss: 0.0309839 | val_loss: 0.0312879 | Time: 1427.58 ms [2020-12-18 16:49:47 main:581] : INFO : Epoch 1612 | loss: 0.0309846 | val_loss: 0.0312963 | Time: 1418.08 ms [2020-12-18 16:49:48 main:581] : INFO : Epoch 1613 | loss: 0.0309812 | val_loss: 0.0312838 | Time: 1405.1 ms [2020-12-18 16:49:50 main:581] : INFO : Epoch 1614 | loss: 0.0309706 | val_loss: 0.0312616 | Time: 1400.7 ms [2020-12-18 16:49:51 main:581] : INFO : Epoch 1615 | loss: 0.0309741 | val_loss: 0.0312842 | Time: 1429.77 ms [2020-12-18 16:49:52 main:581] : INFO : Epoch 1616 | loss: 0.0309748 | val_loss: 0.0312991 | Time: 1461.53 ms [2020-12-18 16:49:54 main:581] : INFO : Epoch 1617 | loss: 0.0309765 | val_loss: 0.0312829 | Time: 1435.6 ms [2020-12-18 16:49:55 main:581] : INFO : Epoch 1618 | loss: 0.0309793 | val_loss: 0.0312512 | Time: 1467.9 ms [2020-12-18 16:49:57 main:581] : INFO : Epoch 1619 | loss: 0.030987 | val_loss: 0.0313005 | Time: 1470.85 ms [2020-12-18 16:49:58 main:581] : INFO : Epoch 1620 | loss: 0.0309727 | val_loss: 0.0313004 | Time: 1481.54 ms [2020-12-18 16:50:00 main:581] : INFO : Epoch 1621 | loss: 0.0309685 | val_loss: 0.0312948 | Time: 1447.52 ms [2020-12-18 16:50:01 main:581] : INFO : Epoch 1622 | loss: 0.030969 | val_loss: 0.0312908 | Time: 1452.29 ms [2020-12-18 16:50:03 main:581] : INFO : Epoch 1623 | loss: 0.03097 | val_loss: 0.0313154 | Time: 1440.49 ms [2020-12-18 16:50:04 main:581] : INFO : Epoch 1624 | loss: 0.0309854 | val_loss: 0.031269 | Time: 1447.41 ms [2020-12-18 16:50:06 main:581] : INFO : Epoch 1625 | loss: 0.0310035 | val_loss: 0.0312915 | Time: 1446.37 ms [2020-12-18 16:50:07 main:581] : INFO : Epoch 1626 | loss: 0.0309876 | val_loss: 0.0312994 | Time: 1458.25 ms [2020-12-18 16:50:08 main:581] : INFO : Epoch 1627 | loss: 0.0309816 | val_loss: 0.0312818 | Time: 1477.61 ms [2020-12-18 16:50:10 main:581] : INFO : Epoch 1628 | loss: 0.0309706 | val_loss: 0.0312913 | Time: 1460.78 ms [2020-12-18 16:50:11 main:581] : INFO : Epoch 1629 | loss: 0.030968 | val_loss: 0.031273 | Time: 1476.47 ms [2020-12-18 16:50:13 main:581] : INFO : Epoch 1630 | loss: 0.0309757 | val_loss: 0.0313102 | Time: 1463.48 ms [2020-12-18 16:50:14 main:581] : INFO : Epoch 1631 | loss: 0.0309836 | val_loss: 0.0312703 | Time: 1476.91 ms [2020-12-18 16:50:16 main:581] : INFO : Epoch 1632 | loss: 0.0309826 | val_loss: 0.0312946 | Time: 1463.99 ms [2020-12-18 16:50:17 main:581] : INFO : Epoch 1633 | loss: 0.0309891 | val_loss: 0.0312708 | Time: 1434.72 ms [2020-12-18 16:50:19 main:581] : INFO : Epoch 1634 | loss: 0.0309862 | val_loss: 0.0312964 | Time: 1421.14 ms [2020-12-18 16:50:20 main:581] : INFO : Epoch 1635 | loss: 0.0309868 | val_loss: 0.0312736 | Time: 1444.01 ms [2020-12-18 16:50:22 main:581] : INFO : Epoch 1636 | loss: 0.0309778 | val_loss: 0.0312706 | Time: 1445.63 ms [2020-12-18 16:50:23 main:581] : INFO : Epoch 1637 | loss: 0.0309736 | val_loss: 0.0312808 | Time: 1432.17 ms [2020-12-18 16:50:24 main:581] : INFO : Epoch 1638 | loss: 0.0309703 | val_loss: 0.0312851 | Time: 1458.74 ms [2020-12-18 16:50:26 main:581] : INFO : Epoch 1639 | loss: 0.0309771 | val_loss: 0.0312873 | Time: 1446.95 ms [2020-12-18 16:50:27 main:581] : INFO : Epoch 1640 | loss: 0.0309785 | val_loss: 0.0312811 | Time: 1475.04 ms [2020-12-18 16:50:29 main:581] : INFO : Epoch 1641 | loss: 0.0309841 | val_loss: 0.0312809 | Time: 1457.97 ms [2020-12-18 16:50:30 main:581] : INFO : Epoch 1642 | loss: 0.030972 | val_loss: 0.0312739 | Time: 1486.55 ms [2020-12-18 16:50:32 main:581] : INFO : Epoch 1643 | loss: 0.030981 | val_loss: 0.0312922 | Time: 1482.11 ms [2020-12-18 16:50:33 main:581] : INFO : Epoch 1644 | loss: 0.0309813 | val_loss: 0.0312857 | Time: 1446.3 ms [2020-12-18 16:50:35 main:581] : INFO : Epoch 1645 | loss: 0.0309784 | val_loss: 0.0312897 | Time: 1434.32 ms [2020-12-18 16:50:36 main:581] : INFO : Epoch 1646 | loss: 0.0309744 | val_loss: 0.0312882 | Time: 1464.42 ms [2020-12-18 16:50:38 main:581] : INFO : Epoch 1647 | loss: 0.0309895 | val_loss: 0.0312757 | Time: 1438.43 ms [2020-12-18 16:50:39 main:581] : INFO : Epoch 1648 | loss: 0.030979 | val_loss: 0.0312652 | Time: 1421.44 ms [2020-12-18 16:50:40 main:581] : INFO : Epoch 1649 | loss: 0.0309756 | val_loss: 0.0312864 | Time: 1435.02 ms [2020-12-18 16:50:42 main:581] : INFO : Epoch 1650 | loss: 0.0309747 | val_loss: 0.0312701 | Time: 1417.16 ms [2020-12-18 16:50:43 main:581] : INFO : Epoch 1651 | loss: 0.0309801 | val_loss: 0.0312785 | Time: 1453.22 ms [2020-12-18 16:50:45 main:581] : INFO : Epoch 1652 | loss: 0.0309687 | val_loss: 0.031309 | Time: 1474.55 ms [2020-12-18 16:50:46 main:581] : INFO : Epoch 1653 | loss: 0.0309965 | val_loss: 0.0312333 | Time: 1449.84 ms [2020-12-18 16:50:48 main:581] : INFO : Epoch 1654 | loss: 0.0310149 | val_loss: 0.0312684 | Time: 1466.14 ms [2020-12-18 16:50:49 main:581] : INFO : Epoch 1655 | loss: 0.0309951 | val_loss: 0.0312882 | Time: 1451.89 ms [2020-12-18 16:50:51 main:581] : INFO : Epoch 1656 | loss: 0.0309799 | val_loss: 0.0312812 | Time: 1456.82 ms [2020-12-18 16:50:52 main:581] : INFO : Epoch 1657 | loss: 0.0309747 | val_loss: 0.0313136 | Time: 1486.21 ms [2020-12-18 16:50:54 main:581] : INFO : Epoch 1658 | loss: 0.0309777 | val_loss: 0.0312664 | Time: 1476.32 ms [2020-12-18 16:50:55 main:581] : INFO : Epoch 1659 | loss: 0.0309778 | val_loss: 0.0312901 | Time: 1466.67 ms [2020-12-18 16:50:57 main:581] : INFO : Epoch 1660 | loss: 0.0309733 | val_loss: 0.0312912 | Time: 1457.6 ms [2020-12-18 16:50:58 main:581] : INFO : Epoch 1661 | loss: 0.030983 | val_loss: 0.0312644 | Time: 1483.44 ms [2020-12-18 16:50:59 main:581] : INFO : Epoch 1662 | loss: 0.0309846 | val_loss: 0.031299 | Time: 1486.11 ms [2020-12-18 16:51:01 main:581] : INFO : Epoch 1663 | loss: 0.030971 | val_loss: 0.0313055 | Time: 1471.54 ms [2020-12-18 16:51:02 main:581] : INFO : Epoch 1664 | loss: 0.0309763 | val_loss: 0.0312877 | Time: 1463.81 ms [2020-12-18 16:51:04 main:581] : INFO : Epoch 1665 | loss: 0.0309841 | val_loss: 0.0313112 | Time: 1458.26 ms [2020-12-18 16:51:05 main:581] : INFO : Epoch 1666 | loss: 0.0309753 | val_loss: 0.0312655 | Time: 1448.52 ms [2020-12-18 16:51:07 main:581] : INFO : Epoch 1667 | loss: 0.0309817 | val_loss: 0.0312978 | Time: 1471.75 ms [2020-12-18 16:51:08 main:581] : INFO : Epoch 1668 | loss: 0.030969 | val_loss: 0.0312753 | Time: 1472.44 ms [2020-12-18 16:51:10 main:581] : INFO : Epoch 1669 | loss: 0.0309659 | val_loss: 0.0312786 | Time: 1463.25 ms [2020-12-18 16:51:11 main:581] : INFO : Epoch 1670 | loss: 0.0309757 | val_loss: 0.0312799 | Time: 1473.47 ms [2020-12-18 16:51:13 main:581] : INFO : Epoch 1671 | loss: 0.0309812 | val_loss: 0.031282 | Time: 1478.83 ms [2020-12-18 16:51:14 main:581] : INFO : Epoch 1672 | loss: 0.0309793 | val_loss: 0.0312762 | Time: 1431.99 ms [2020-12-18 16:51:16 main:581] : INFO : Epoch 1673 | loss: 0.0309791 | val_loss: 0.0312731 | Time: 1449.8 ms [2020-12-18 16:51:17 main:581] : INFO : Epoch 1674 | loss: 0.0309924 | val_loss: 0.0312534 | Time: 1428.63 ms [2020-12-18 16:51:18 main:581] : INFO : Epoch 1675 | loss: 0.0310025 | val_loss: 0.0312443 | Time: 1476.34 ms [2020-12-18 16:51:20 main:581] : INFO : Epoch 1676 | loss: 0.0309886 | val_loss: 0.0312644 | Time: 1471.43 ms [2020-12-18 16:51:21 main:581] : INFO : Epoch 1677 | loss: 0.0309794 | val_loss: 0.0312765 | Time: 1469.49 ms [2020-12-18 16:51:23 main:581] : INFO : Epoch 1678 | loss: 0.0310019 | val_loss: 0.0312604 | Time: 1461.46 ms [2020-12-18 16:51:24 main:581] : INFO : Epoch 1679 | loss: 0.0309941 | val_loss: 0.0312801 | Time: 1474.53 ms [2020-12-18 16:51:26 main:581] : INFO : Epoch 1680 | loss: 0.0309742 | val_loss: 0.0312703 | Time: 1458.39 ms [2020-12-18 16:51:27 main:581] : INFO : Epoch 1681 | loss: 0.0309791 | val_loss: 0.0313015 | Time: 1465.76 ms [2020-12-18 16:51:29 main:581] : INFO : Epoch 1682 | loss: 0.0309878 | val_loss: 0.0312652 | Time: 1452.96 ms [2020-12-18 16:51:30 main:581] : INFO : Epoch 1683 | loss: 0.0309747 | val_loss: 0.0313068 | Time: 1462.62 ms [2020-12-18 16:51:32 main:581] : INFO : Epoch 1684 | loss: 0.0309684 | val_loss: 0.0313088 | Time: 1464.82 ms [2020-12-18 16:51:33 main:581] : INFO : Epoch 1685 | loss: 0.0309868 | val_loss: 0.031256 | Time: 1459.19 ms [2020-12-18 16:51:35 main:581] : INFO : Epoch 1686 | loss: 0.0310009 | val_loss: 0.0312654 | Time: 1460.81 ms [2020-12-18 16:51:36 main:581] : INFO : Epoch 1687 | loss: 0.0310061 | val_loss: 0.0312651 | Time: 1435.58 ms [2020-12-18 16:51:37 main:581] : INFO : Epoch 1688 | loss: 0.0309889 | val_loss: 0.0313033 | Time: 1407.89 ms [2020-12-18 16:51:39 main:581] : INFO : Epoch 1689 | loss: 0.0309772 | val_loss: 0.0312591 | Time: 1382.71 ms [2020-12-18 16:51:40 main:581] : INFO : Epoch 1690 | loss: 0.0309716 | val_loss: 0.0312725 | Time: 1404.95 ms [2020-12-18 16:51:42 main:581] : INFO : Epoch 1691 | loss: 0.0309801 | val_loss: 0.0313148 | Time: 1387.64 ms [2020-12-18 16:51:43 main:581] : INFO : Epoch 1692 | loss: 0.0309762 | val_loss: 0.0312462 | Time: 1405.09 ms [2020-12-18 16:51:44 main:581] : INFO : Epoch 1693 | loss: 0.0309788 | val_loss: 0.0313441 | Time: 1402.25 ms [2020-12-18 16:51:46 main:581] : INFO : Epoch 1694 | loss: 0.0309735 | val_loss: 0.0312873 | Time: 1403.9 ms [2020-12-18 16:51:47 main:581] : INFO : Epoch 1695 | loss: 0.0309753 | val_loss: 0.0312879 | Time: 1392.84 ms [2020-12-18 16:51:49 main:581] : INFO : Epoch 1696 | loss: 0.0309785 | val_loss: 0.0312989 | Time: 1399.45 ms [2020-12-18 16:51:50 main:581] : INFO : Epoch 1697 | loss: 0.0309753 | val_loss: 0.0312879 | Time: 1401.12 ms [2020-12-18 16:51:51 main:581] : INFO : Epoch 1698 | loss: 0.030983 | val_loss: 0.0312615 | Time: 1387.81 ms [2020-12-18 16:51:53 main:581] : INFO : Epoch 1699 | loss: 0.0309801 | val_loss: 0.03128 | Time: 1389.72 ms [2020-12-18 16:51:54 main:581] : INFO : Epoch 1700 | loss: 0.0309732 | val_loss: 0.0313002 | Time: 1379.09 ms [2020-12-18 16:51:56 main:581] : INFO : Epoch 1701 | loss: 0.0309685 | val_loss: 0.0313006 | Time: 1403.35 ms [2020-12-18 16:51:57 main:581] : INFO : Epoch 1702 | loss: 0.0309712 | val_loss: 0.0312701 | Time: 1404.8 ms [2020-12-18 16:51:58 main:581] : INFO : Epoch 1703 | loss: 0.0309687 | val_loss: 0.0312792 | Time: 1386.09 ms [2020-12-18 16:52:00 main:581] : INFO : Epoch 1704 | loss: 0.0309663 | val_loss: 0.0312991 | Time: 1413.27 ms [2020-12-18 16:52:01 main:581] : INFO : Epoch 1705 | loss: 0.0309809 | val_loss: 0.0312775 | Time: 1449.12 ms [2020-12-18 16:52:03 main:581] : INFO : Epoch 1706 | loss: 0.0309822 | val_loss: 0.0312486 | Time: 1471.94 ms [2020-12-18 16:52:04 main:581] : INFO : Epoch 1707 | loss: 0.0309905 | val_loss: 0.0312611 | Time: 1446.77 ms [2020-12-18 16:52:06 main:581] : INFO : Epoch 1708 | loss: 0.0310258 | val_loss: 0.0312453 | Time: 1424.78 ms [2020-12-18 16:52:07 main:581] : INFO : Epoch 1709 | loss: 0.0310197 | val_loss: 0.0312446 | Time: 1447.52 ms [2020-12-18 16:52:08 main:581] : INFO : Epoch 1710 | loss: 0.0309905 | val_loss: 0.0312718 | Time: 1432.87 ms [2020-12-18 16:52:10 main:581] : INFO : Epoch 1711 | loss: 0.03098 | val_loss: 0.0312624 | Time: 1453.05 ms [2020-12-18 16:52:11 main:581] : INFO : Epoch 1712 | loss: 0.0309806 | val_loss: 0.0313043 | Time: 1450.63 ms [2020-12-18 16:52:13 main:581] : INFO : Epoch 1713 | loss: 0.0309783 | val_loss: 0.0313017 | Time: 1452.21 ms [2020-12-18 16:52:14 main:581] : INFO : Epoch 1714 | loss: 0.030972 | val_loss: 0.0312758 | Time: 1402.76 ms [2020-12-18 16:52:16 main:581] : INFO : Epoch 1715 | loss: 0.0309747 | val_loss: 0.0312966 | Time: 1435.66 ms [2020-12-18 16:52:17 main:581] : INFO : Epoch 1716 | loss: 0.0309802 | val_loss: 0.0312665 | Time: 1434.87 ms [2020-12-18 16:52:19 main:581] : INFO : Epoch 1717 | loss: 0.030976 | val_loss: 0.0312612 | Time: 1456.38 ms [2020-12-18 16:52:20 main:581] : INFO : Epoch 1718 | loss: 0.0309765 | val_loss: 0.0312988 | Time: 1409.55 ms [2020-12-18 16:52:21 main:581] : INFO : Epoch 1719 | loss: 0.0309793 | val_loss: 0.0312741 | Time: 1456.14 ms [2020-12-18 16:52:23 main:581] : INFO : Epoch 1720 | loss: 0.0309807 | val_loss: 0.031261 | Time: 1452.83 ms [2020-12-18 16:52:24 main:581] : INFO : Epoch 1721 | loss: 0.0309785 | val_loss: 0.0312648 | Time: 1453.82 ms [2020-12-18 16:52:26 main:581] : INFO : Epoch 1722 | loss: 0.0309803 | val_loss: 0.0313202 | Time: 1492.61 ms [2020-12-18 16:52:27 main:581] : INFO : Epoch 1723 | loss: 0.0309817 | val_loss: 0.0312841 | Time: 1435.23 ms [2020-12-18 16:52:29 main:581] : INFO : Epoch 1724 | loss: 0.030977 | val_loss: 0.0312581 | Time: 1437.13 ms [2020-12-18 16:52:30 main:581] : INFO : Epoch 1725 | loss: 0.0309994 | val_loss: 0.0312655 | Time: 1424.75 ms [2020-12-18 16:52:32 main:581] : INFO : Epoch 1726 | loss: 0.0309999 | val_loss: 0.0312648 | Time: 1441.27 ms [2020-12-18 16:52:33 main:581] : INFO : Epoch 1727 | loss: 0.0309838 | val_loss: 0.0312725 | Time: 1467.51 ms [2020-12-18 16:52:34 main:581] : INFO : Epoch 1728 | loss: 0.0309763 | val_loss: 0.0312699 | Time: 1444.2 ms [2020-12-18 16:52:36 main:581] : INFO : Epoch 1729 | loss: 0.0309762 | val_loss: 0.0312867 | Time: 1469.49 ms [2020-12-18 16:52:37 main:581] : INFO : Epoch 1730 | loss: 0.030976 | val_loss: 0.0312939 | Time: 1458.99 ms [2020-12-18 16:52:39 main:581] : INFO : Epoch 1731 | loss: 0.0309801 | val_loss: 0.0312589 | Time: 1446.21 ms [2020-12-18 16:52:40 main:581] : INFO : Epoch 1732 | loss: 0.0309734 | val_loss: 0.0312957 | Time: 1413.29 ms [2020-12-18 16:52:42 main:581] : INFO : Epoch 1733 | loss: 0.0309704 | val_loss: 0.0312939 | Time: 1488.88 ms [2020-12-18 16:52:43 main:581] : INFO : Epoch 1734 | loss: 0.0309757 | val_loss: 0.0312973 | Time: 1467.5 ms [2020-12-18 16:52:45 main:581] : INFO : Epoch 1735 | loss: 0.0309796 | val_loss: 0.0312896 | Time: 1446.5 ms [2020-12-18 16:52:46 main:581] : INFO : Epoch 1736 | loss: 0.0309808 | val_loss: 0.0312766 | Time: 1447.86 ms [2020-12-18 16:52:48 main:581] : INFO : Epoch 1737 | loss: 0.0309742 | val_loss: 0.0312735 | Time: 1463.09 ms [2020-12-18 16:52:49 main:581] : INFO : Epoch 1738 | loss: 0.0309784 | val_loss: 0.031273 | Time: 1439.14 ms [2020-12-18 16:52:50 main:581] : INFO : Epoch 1739 | loss: 0.0309773 | val_loss: 0.0312802 | Time: 1420.43 ms [2020-12-18 16:52:52 main:581] : INFO : Epoch 1740 | loss: 0.0309769 | val_loss: 0.0313177 | Time: 1447.18 ms [2020-12-18 16:52:53 main:581] : INFO : Epoch 1741 | loss: 0.0310092 | val_loss: 0.0312117 | Time: 1452.05 ms [2020-12-18 16:52:55 main:581] : INFO : Epoch 1742 | loss: 0.0310423 | val_loss: 0.0312525 | Time: 1426.04 ms [2020-12-18 16:52:56 main:581] : INFO : Epoch 1743 | loss: 0.030996 | val_loss: 0.0312549 | Time: 1394.97 ms [2020-12-18 16:52:58 main:581] : INFO : Epoch 1744 | loss: 0.0309813 | val_loss: 0.0312853 | Time: 1417.73 ms [2020-12-18 16:52:59 main:581] : INFO : Epoch 1745 | loss: 0.0309758 | val_loss: 0.0312692 | Time: 1421.28 ms [2020-12-18 16:53:00 main:581] : INFO : Epoch 1746 | loss: 0.0309733 | val_loss: 0.0313049 | Time: 1460.92 ms [2020-12-18 16:53:02 main:581] : INFO : Epoch 1747 | loss: 0.0309723 | val_loss: 0.0313025 | Time: 1465.88 ms [2020-12-18 16:53:03 main:581] : INFO : Epoch 1748 | loss: 0.0309769 | val_loss: 0.0312887 | Time: 1461.09 ms [2020-12-18 16:53:05 main:581] : INFO : Epoch 1749 | loss: 0.0309783 | val_loss: 0.0313184 | Time: 1445.27 ms [2020-12-18 16:53:06 main:581] : INFO : Epoch 1750 | loss: 0.0309738 | val_loss: 0.0312611 | Time: 1452.33 ms [2020-12-18 16:53:08 main:581] : INFO : Epoch 1751 | loss: 0.0309744 | val_loss: 0.0312969 | Time: 1422.3 ms [2020-12-18 16:53:09 main:581] : INFO : Epoch 1752 | loss: 0.0309656 | val_loss: 0.0312991 | Time: 1418.21 ms [2020-12-18 16:53:11 main:581] : INFO : Epoch 1753 | loss: 0.0309746 | val_loss: 0.0312799 | Time: 1397.61 ms [2020-12-18 16:53:12 main:581] : INFO : Epoch 1754 | loss: 0.0309814 | val_loss: 0.0312451 | Time: 1431.51 ms [2020-12-18 16:53:13 main:581] : INFO : Epoch 1755 | loss: 0.0309867 | val_loss: 0.0312833 | Time: 1420.64 ms [2020-12-18 16:53:15 main:581] : INFO : Epoch 1756 | loss: 0.0309846 | val_loss: 0.0312961 | Time: 1471.66 ms [2020-12-18 16:53:16 main:581] : INFO : Epoch 1757 | loss: 0.0309761 | val_loss: 0.0312801 | Time: 1441.83 ms [2020-12-18 16:53:18 main:581] : INFO : Epoch 1758 | loss: 0.030973 | val_loss: 0.0312834 | Time: 1490.62 ms [2020-12-18 16:53:19 main:581] : INFO : Epoch 1759 | loss: 0.0309782 | val_loss: 0.0313161 | Time: 1442.91 ms [2020-12-18 16:53:21 main:581] : INFO : Epoch 1760 | loss: 0.0309813 | val_loss: 0.0312466 | Time: 1445.88 ms [2020-12-18 16:53:22 main:581] : INFO : Epoch 1761 | loss: 0.0309783 | val_loss: 0.0313108 | Time: 1452.89 ms [2020-12-18 16:53:24 main:581] : INFO : Epoch 1762 | loss: 0.0309758 | val_loss: 0.0312519 | Time: 1457.71 ms [2020-12-18 16:53:25 main:581] : INFO : Epoch 1763 | loss: 0.0309856 | val_loss: 0.0312616 | Time: 1451.7 ms [2020-12-18 16:53:26 main:581] : INFO : Epoch 1764 | loss: 0.0309863 | val_loss: 0.0312788 | Time: 1463.43 ms [2020-12-18 16:53:28 main:581] : INFO : Epoch 1765 | loss: 0.0309771 | val_loss: 0.0312809 | Time: 1481.84 ms [2020-12-18 16:53:29 main:581] : INFO : Epoch 1766 | loss: 0.0309697 | val_loss: 0.0313168 | Time: 1476.01 ms [2020-12-18 16:53:31 main:581] : INFO : Epoch 1767 | loss: 0.030963 | val_loss: 0.0312854 | Time: 1480.07 ms [2020-12-18 16:53:32 main:581] : INFO : Epoch 1768 | loss: 0.0309776 | val_loss: 0.0313192 | Time: 1456.19 ms [2020-12-18 16:53:34 main:581] : INFO : Epoch 1769 | loss: 0.0309808 | val_loss: 0.0312764 | Time: 1447.25 ms [2020-12-18 16:53:35 main:581] : INFO : Epoch 1770 | loss: 0.0309807 | val_loss: 0.0312824 | Time: 1477.85 ms [2020-12-18 16:53:37 main:581] : INFO : Epoch 1771 | loss: 0.0309819 | val_loss: 0.0312963 | Time: 1435.76 ms [2020-12-18 16:53:38 main:581] : INFO : Epoch 1772 | loss: 0.0309803 | val_loss: 0.0312803 | Time: 1417.79 ms [2020-12-18 16:53:40 main:581] : INFO : Epoch 1773 | loss: 0.0309761 | val_loss: 0.0312909 | Time: 1439.67 ms [2020-12-18 16:53:41 main:581] : INFO : Epoch 1774 | loss: 0.0309684 | val_loss: 0.0313223 | Time: 1469.42 ms [2020-12-18 16:53:43 main:581] : INFO : Epoch 1775 | loss: 0.0309698 | val_loss: 0.0312698 | Time: 1462.83 ms [2020-12-18 16:53:44 main:581] : INFO : Epoch 1776 | loss: 0.0309798 | val_loss: 0.0312553 | Time: 1482.44 ms [2020-12-18 16:53:45 main:581] : INFO : Epoch 1777 | loss: 0.0309782 | val_loss: 0.0313022 | Time: 1465.43 ms [2020-12-18 16:53:47 main:581] : INFO : Epoch 1778 | loss: 0.0309656 | val_loss: 0.0312894 | Time: 1436.73 ms [2020-12-18 16:53:48 main:581] : INFO : Epoch 1779 | loss: 0.0309715 | val_loss: 0.0312683 | Time: 1444.75 ms [2020-12-18 16:53:50 main:581] : INFO : Epoch 1780 | loss: 0.0309817 | val_loss: 0.0312539 | Time: 1438.59 ms [2020-12-18 16:53:51 main:581] : INFO : Epoch 1781 | loss: 0.0309952 | val_loss: 0.0312769 | Time: 1457.27 ms [2020-12-18 16:53:53 main:581] : INFO : Epoch 1782 | loss: 0.030984 | val_loss: 0.0313131 | Time: 1456.94 ms [2020-12-18 16:53:54 main:581] : INFO : Epoch 1783 | loss: 0.0309682 | val_loss: 0.0312848 | Time: 1453.93 ms [2020-12-18 16:53:56 main:581] : INFO : Epoch 1784 | loss: 0.0309782 | val_loss: 0.0312998 | Time: 1442.28 ms [2020-12-18 16:53:57 main:581] : INFO : Epoch 1785 | loss: 0.0309744 | val_loss: 0.0312605 | Time: 1461.08 ms [2020-12-18 16:53:59 main:581] : INFO : Epoch 1786 | loss: 0.0309783 | val_loss: 0.0313283 | Time: 1445.36 ms [2020-12-18 16:54:00 main:581] : INFO : Epoch 1787 | loss: 0.0309765 | val_loss: 0.0313015 | Time: 1413.27 ms [2020-12-18 16:54:01 main:581] : INFO : Epoch 1788 | loss: 0.0309831 | val_loss: 0.0313084 | Time: 1452.3 ms [2020-12-18 16:54:03 main:581] : INFO : Epoch 1789 | loss: 0.0309838 | val_loss: 0.0312999 | Time: 1459.46 ms [2020-12-18 16:54:04 main:581] : INFO : Epoch 1790 | loss: 0.030979 | val_loss: 0.0313004 | Time: 1455.24 ms [2020-12-18 16:54:06 main:581] : INFO : Epoch 1791 | loss: 0.0309731 | val_loss: 0.0312842 | Time: 1440.56 ms [2020-12-18 16:54:07 main:581] : INFO : Epoch 1792 | loss: 0.0309722 | val_loss: 0.0312892 | Time: 1456.97 ms [2020-12-18 16:54:09 main:581] : INFO : Epoch 1793 | loss: 0.0309845 | val_loss: 0.0312836 | Time: 1494.31 ms [2020-12-18 16:54:10 main:581] : INFO : Epoch 1794 | loss: 0.030996 | val_loss: 0.0312739 | Time: 1431.99 ms [2020-12-18 16:54:12 main:581] : INFO : Epoch 1795 | loss: 0.0309746 | val_loss: 0.0313092 | Time: 1466.89 ms [2020-12-18 16:54:13 main:581] : INFO : Epoch 1796 | loss: 0.0309734 | val_loss: 0.0312713 | Time: 1455.66 ms [2020-12-18 16:54:14 main:581] : INFO : Epoch 1797 | loss: 0.0309759 | val_loss: 0.0312974 | Time: 1463.65 ms [2020-12-18 16:54:16 main:581] : INFO : Epoch 1798 | loss: 0.0309662 | val_loss: 0.0312866 | Time: 1478.08 ms [2020-12-18 16:54:17 main:581] : INFO : Epoch 1799 | loss: 0.030967 | val_loss: 0.0312525 | Time: 1472.61 ms [2020-12-18 16:54:19 main:581] : INFO : Epoch 1800 | loss: 0.0309873 | val_loss: 0.031294 | Time: 1448.09 ms [2020-12-18 16:54:20 main:581] : INFO : Epoch 1801 | loss: 0.0309871 | val_loss: 0.0312661 | Time: 1449.84 ms [2020-12-18 16:54:22 main:581] : INFO : Epoch 1802 | loss: 0.030981 | val_loss: 0.0313147 | Time: 1467.78 ms [2020-12-18 16:54:23 main:581] : INFO : Epoch 1803 | loss: 0.0309865 | val_loss: 0.0312496 | Time: 1436.56 ms [2020-12-18 16:54:25 main:581] : INFO : Epoch 1804 | loss: 0.0309789 | val_loss: 0.0313134 | Time: 1429 ms [2020-12-18 16:54:26 main:581] : INFO : Epoch 1805 | loss: 0.0309759 | val_loss: 0.0312863 | Time: 1436.2 ms [2020-12-18 16:54:28 main:581] : INFO : Epoch 1806 | loss: 0.0309741 | val_loss: 0.0312836 | Time: 1425.36 ms [2020-12-18 16:54:29 main:581] : INFO : Epoch 1807 | loss: 0.0309837 | val_loss: 0.0312544 | Time: 1449.27 ms [2020-12-18 16:54:30 main:581] : INFO : Epoch 1808 | loss: 0.0310274 | val_loss: 0.0312468 | Time: 1457.71 ms [2020-12-18 16:54:32 main:581] : INFO : Epoch 1809 | loss: 0.0310022 | val_loss: 0.0312801 | Time: 1479.98 ms [2020-12-18 16:54:33 main:581] : INFO : Epoch 1810 | loss: 0.0309816 | val_loss: 0.0312513 | Time: 1446.63 ms [2020-12-18 16:54:35 main:581] : INFO : Epoch 1811 | loss: 0.0309745 | val_loss: 0.031282 | Time: 1415.59 ms [2020-12-18 16:54:36 main:581] : INFO : Epoch 1812 | loss: 0.0309695 | val_loss: 0.0312762 | Time: 1441.09 ms [2020-12-18 16:54:38 main:581] : INFO : Epoch 1813 | loss: 0.0309709 | val_loss: 0.0312935 | Time: 1410.09 ms [2020-12-18 16:54:39 main:581] : INFO : Epoch 1814 | loss: 0.0309727 | val_loss: 0.0312949 | Time: 1416.91 ms [2020-12-18 16:54:40 main:581] : INFO : Epoch 1815 | loss: 0.0309729 | val_loss: 0.0312551 | Time: 1438.26 ms [2020-12-18 16:54:42 main:581] : INFO : Epoch 1816 | loss: 0.0309886 | val_loss: 0.0313019 | Time: 1453.41 ms [2020-12-18 16:54:43 main:581] : INFO : Epoch 1817 | loss: 0.0309693 | val_loss: 0.0313011 | Time: 1449.38 ms [2020-12-18 16:54:45 main:581] : INFO : Epoch 1818 | loss: 0.0309679 | val_loss: 0.0312793 | Time: 1448.9 ms [2020-12-18 16:54:46 main:581] : INFO : Epoch 1819 | loss: 0.0309735 | val_loss: 0.0313049 | Time: 1444.62 ms [2020-12-18 16:54:48 main:581] : INFO : Epoch 1820 | loss: 0.0309691 | val_loss: 0.0313057 | Time: 1437.65 ms [2020-12-18 16:54:49 main:581] : INFO : Epoch 1821 | loss: 0.0309731 | val_loss: 0.0313062 | Time: 1457.71 ms [2020-12-18 16:54:51 main:581] : INFO : Epoch 1822 | loss: 0.0309728 | val_loss: 0.0312641 | Time: 1470.37 ms [2020-12-18 16:54:52 main:581] : INFO : Epoch 1823 | loss: 0.0309757 | val_loss: 0.0313099 | Time: 1444.35 ms [2020-12-18 16:54:54 main:581] : INFO : Epoch 1824 | loss: 0.0309734 | val_loss: 0.031282 | Time: 1419.05 ms [2020-12-18 16:54:55 main:581] : INFO : Epoch 1825 | loss: 0.0309752 | val_loss: 0.0312846 | Time: 1458.87 ms [2020-12-18 16:54:56 main:581] : INFO : Epoch 1826 | loss: 0.0309768 | val_loss: 0.0313149 | Time: 1434.14 ms [2020-12-18 16:54:58 main:581] : INFO : Epoch 1827 | loss: 0.0309749 | val_loss: 0.0313243 | Time: 1467.59 ms [2020-12-18 16:54:59 main:581] : INFO : Epoch 1828 | loss: 0.030971 | val_loss: 0.0312983 | Time: 1500.08 ms [2020-12-18 16:55:01 main:581] : INFO : Epoch 1829 | loss: 0.0309866 | val_loss: 0.0313014 | Time: 1467.34 ms [2020-12-18 16:55:02 main:581] : INFO : Epoch 1830 | loss: 0.0309774 | val_loss: 0.0312536 | Time: 1497.47 ms [2020-12-18 16:55:04 main:581] : INFO : Epoch 1831 | loss: 0.0309816 | val_loss: 0.0313136 | Time: 1446.49 ms [2020-12-18 16:55:05 main:581] : INFO : Epoch 1832 | loss: 0.0309683 | val_loss: 0.0312756 | Time: 1429.71 ms [2020-12-18 16:55:07 main:581] : INFO : Epoch 1833 | loss: 0.0309698 | val_loss: 0.0312707 | Time: 1462.72 ms [2020-12-18 16:55:08 main:581] : INFO : Epoch 1834 | loss: 0.0309684 | val_loss: 0.0312615 | Time: 1461.94 ms [2020-12-18 16:55:10 main:581] : INFO : Epoch 1835 | loss: 0.0309689 | val_loss: 0.0313043 | Time: 1449.7 ms [2020-12-18 16:55:11 main:581] : INFO : Epoch 1836 | loss: 0.0309757 | val_loss: 0.0312679 | Time: 1445.35 ms [2020-12-18 16:55:12 main:581] : INFO : Epoch 1837 | loss: 0.030969 | val_loss: 0.0313045 | Time: 1428.72 ms [2020-12-18 16:55:14 main:581] : INFO : Epoch 1838 | loss: 0.0309783 | val_loss: 0.0312756 | Time: 1443.25 ms [2020-12-18 16:55:15 main:581] : INFO : Epoch 1839 | loss: 0.0309853 | val_loss: 0.0312462 | Time: 1425.49 ms [2020-12-18 16:55:17 main:581] : INFO : Epoch 1840 | loss: 0.030979 | val_loss: 0.0313093 | Time: 1457.7 ms [2020-12-18 16:55:18 main:581] : INFO : Epoch 1841 | loss: 0.0309781 | val_loss: 0.0312852 | Time: 1450.51 ms [2020-12-18 16:55:20 main:581] : INFO : Epoch 1842 | loss: 0.0309805 | val_loss: 0.0312755 | Time: 1436.74 ms [2020-12-18 16:55:21 main:581] : INFO : Epoch 1843 | loss: 0.0309735 | val_loss: 0.0312613 | Time: 1469.88 ms [2020-12-18 16:55:23 main:581] : INFO : Epoch 1844 | loss: 0.0309849 | val_loss: 0.0313402 | Time: 1445.51 ms [2020-12-18 16:55:24 main:581] : INFO : Epoch 1845 | loss: 0.0309788 | val_loss: 0.0312735 | Time: 1484.75 ms [2020-12-18 16:55:26 main:581] : INFO : Epoch 1846 | loss: 0.0309755 | val_loss: 0.0312875 | Time: 1471.21 ms [2020-12-18 16:55:27 main:581] : INFO : Epoch 1847 | loss: 0.0309682 | val_loss: 0.0313217 | Time: 1468.05 ms [2020-12-18 16:55:29 main:581] : INFO : Epoch 1848 | loss: 0.0309757 | val_loss: 0.0312508 | Time: 1473.44 ms [2020-12-18 16:55:30 main:581] : INFO : Epoch 1849 | loss: 0.03098 | val_loss: 0.0312834 | Time: 1455.56 ms [2020-12-18 16:55:31 main:581] : INFO : Epoch 1850 | loss: 0.0309805 | val_loss: 0.0313072 | Time: 1459.74 ms [2020-12-18 16:55:33 main:581] : INFO : Epoch 1851 | loss: 0.0309853 | val_loss: 0.0312326 | Time: 1428.65 ms [2020-12-18 16:55:34 main:581] : INFO : Epoch 1852 | loss: 0.0309872 | val_loss: 0.0312664 | Time: 1453.55 ms [2020-12-18 16:55:36 main:581] : INFO : Epoch 1853 | loss: 0.0309775 | val_loss: 0.0312884 | Time: 1469.53 ms [2020-12-18 16:55:37 main:581] : INFO : Epoch 1854 | loss: 0.0309744 | val_loss: 0.0312933 | Time: 1460.89 ms [2020-12-18 16:55:39 main:581] : INFO : Epoch 1855 | loss: 0.0309703 | val_loss: 0.0313005 | Time: 1458.73 ms [2020-12-18 16:55:40 main:581] : INFO : Epoch 1856 | loss: 0.0309774 | val_loss: 0.0312556 | Time: 1450.56 ms [2020-12-18 16:55:42 main:581] : INFO : Epoch 1857 | loss: 0.0309758 | val_loss: 0.0312757 | Time: 1443.57 ms [2020-12-18 16:55:43 main:581] : INFO : Epoch 1858 | loss: 0.0309859 | val_loss: 0.0312954 | Time: 1463.78 ms [2020-12-18 16:55:44 main:581] : INFO : Epoch 1859 | loss: 0.0309736 | val_loss: 0.0312723 | Time: 1443.15 ms [2020-12-18 16:55:46 main:581] : INFO : Epoch 1860 | loss: 0.0309802 | val_loss: 0.0313 | Time: 1463.84 ms [2020-12-18 16:55:47 main:581] : INFO : Epoch 1861 | loss: 0.0309748 | val_loss: 0.0312772 | Time: 1485.5 ms [2020-12-18 16:55:49 main:581] : INFO : Epoch 1862 | loss: 0.0309768 | val_loss: 0.0312562 | Time: 1471.82 ms [2020-12-18 16:55:50 main:581] : INFO : Epoch 1863 | loss: 0.0309873 | val_loss: 0.0312584 | Time: 1453.93 ms [2020-12-18 16:55:52 main:581] : INFO : Epoch 1864 | loss: 0.0309719 | val_loss: 0.0312717 | Time: 1463.19 ms [2020-12-18 16:55:53 main:581] : INFO : Epoch 1865 | loss: 0.0309769 | val_loss: 0.0312753 | Time: 1451.61 ms [2020-12-18 16:55:55 main:581] : INFO : Epoch 1866 | loss: 0.0309761 | val_loss: 0.0312824 | Time: 1439.12 ms [2020-12-18 16:55:56 main:581] : INFO : Epoch 1867 | loss: 0.0309818 | val_loss: 0.031277 | Time: 1471.27 ms [2020-12-18 16:55:58 main:581] : INFO : Epoch 1868 | loss: 0.0309778 | val_loss: 0.0312609 | Time: 1465.54 ms [2020-12-18 16:55:59 main:581] : INFO : Epoch 1869 | loss: 0.0309768 | val_loss: 0.0312561 | Time: 1428 ms [2020-12-18 16:56:01 main:581] : INFO : Epoch 1870 | loss: 0.0309759 | val_loss: 0.031275 | Time: 1448.7 ms [2020-12-18 16:56:02 main:581] : INFO : Epoch 1871 | loss: 0.0309864 | val_loss: 0.0312849 | Time: 1433.97 ms [2020-12-18 16:56:03 main:581] : INFO : Epoch 1872 | loss: 0.0309842 | val_loss: 0.0312682 | Time: 1440.49 ms [2020-12-18 16:56:05 main:581] : INFO : Epoch 1873 | loss: 0.0309752 | val_loss: 0.0312772 | Time: 1459.91 ms [2020-12-18 16:56:06 main:581] : INFO : Epoch 1874 | loss: 0.0309681 | val_loss: 0.0312984 | Time: 1454.3 ms [2020-12-18 16:56:08 main:581] : INFO : Epoch 1875 | loss: 0.0309662 | val_loss: 0.0313318 | Time: 1424.37 ms [2020-12-18 16:56:09 main:581] : INFO : Epoch 1876 | loss: 0.0309732 | val_loss: 0.0312679 | Time: 1468.9 ms [2020-12-18 16:56:11 main:581] : INFO : Epoch 1877 | loss: 0.0309757 | val_loss: 0.0312941 | Time: 1475.02 ms [2020-12-18 16:56:12 main:581] : INFO : Epoch 1878 | loss: 0.0309711 | val_loss: 0.0312916 | Time: 1462.41 ms [2020-12-18 16:56:14 main:581] : INFO : Epoch 1879 | loss: 0.0309757 | val_loss: 0.0312863 | Time: 1441.97 ms [2020-12-18 16:56:15 main:581] : INFO : Epoch 1880 | loss: 0.0309705 | val_loss: 0.0312967 | Time: 1453.73 ms [2020-12-18 16:56:16 main:581] : INFO : Epoch 1881 | loss: 0.0309725 | val_loss: 0.0312749 | Time: 1436.98 ms [2020-12-18 16:56:18 main:581] : INFO : Epoch 1882 | loss: 0.0309717 | val_loss: 0.0312845 | Time: 1458.06 ms [2020-12-18 16:56:19 main:581] : INFO : Epoch 1883 | loss: 0.0309703 | val_loss: 0.0313126 | Time: 1439.74 ms [2020-12-18 16:56:21 main:581] : INFO : Epoch 1884 | loss: 0.0309748 | val_loss: 0.0313016 | Time: 1450.95 ms [2020-12-18 16:56:22 main:581] : INFO : Epoch 1885 | loss: 0.0309713 | val_loss: 0.0313162 | Time: 1422.03 ms [2020-12-18 16:56:24 main:581] : INFO : Epoch 1886 | loss: 0.030989 | val_loss: 0.0312623 | Time: 1435.92 ms [2020-12-18 16:56:25 main:581] : INFO : Epoch 1887 | loss: 0.0310144 | val_loss: 0.0312491 | Time: 1451.89 ms [2020-12-18 16:56:27 main:581] : INFO : Epoch 1888 | loss: 0.0310061 | val_loss: 0.0312972 | Time: 1448.07 ms [2020-12-18 16:56:28 main:581] : INFO : Epoch 1889 | loss: 0.0309923 | val_loss: 0.0312824 | Time: 1442.31 ms [2020-12-18 16:56:29 main:581] : INFO : Epoch 1890 | loss: 0.0309866 | val_loss: 0.0312434 | Time: 1445.8 ms [2020-12-18 16:56:31 main:581] : INFO : Epoch 1891 | loss: 0.0309794 | val_loss: 0.0312721 | Time: 1457.29 ms [2020-12-18 16:56:32 main:581] : INFO : Epoch 1892 | loss: 0.0309716 | val_loss: 0.031313 | Time: 1421.51 ms [2020-12-18 16:56:34 main:581] : INFO : Epoch 1893 | loss: 0.0309739 | val_loss: 0.0312682 | Time: 1446.9 ms [2020-12-18 16:56:35 main:581] : INFO : Epoch 1894 | loss: 0.0309758 | val_loss: 0.0312936 | Time: 1452.41 ms [2020-12-18 16:56:37 main:581] : INFO : Epoch 1895 | loss: 0.0309667 | val_loss: 0.0312892 | Time: 1459.11 ms [2020-12-18 16:56:38 main:581] : INFO : Epoch 1896 | loss: 0.0309687 | val_loss: 0.031246 | Time: 1478.14 ms [2020-12-18 16:56:40 main:581] : INFO : Epoch 1897 | loss: 0.0309822 | val_loss: 0.0312892 | Time: 1437.39 ms [2020-12-18 16:56:41 main:581] : INFO : Epoch 1898 | loss: 0.0309789 | val_loss: 0.0312969 | Time: 1469.91 ms [2020-12-18 16:56:43 main:581] : INFO : Epoch 1899 | loss: 0.0309795 | val_loss: 0.0312682 | Time: 1444.37 ms [2020-12-18 16:56:44 main:581] : INFO : Epoch 1900 | loss: 0.0309869 | val_loss: 0.0313367 | Time: 1446.65 ms [2020-12-18 16:56:45 main:581] : INFO : Epoch 1901 | loss: 0.030987 | val_loss: 0.0312666 | Time: 1424.81 ms [2020-12-18 16:56:47 main:581] : INFO : Epoch 1902 | loss: 0.0309702 | val_loss: 0.0312824 | Time: 1453.29 ms [2020-12-18 16:56:48 main:581] : INFO : Epoch 1903 | loss: 0.03097 | val_loss: 0.0312809 | Time: 1470.9 ms [2020-12-18 16:56:50 main:581] : INFO : Epoch 1904 | loss: 0.030972 | val_loss: 0.0312832 | Time: 1468.81 ms [2020-12-18 16:56:51 main:581] : INFO : Epoch 1905 | loss: 0.0309864 | val_loss: 0.0312962 | Time: 1445.67 ms [2020-12-18 16:56:53 main:581] : INFO : Epoch 1906 | loss: 0.0309738 | val_loss: 0.0313074 | Time: 1440.15 ms [2020-12-18 16:56:54 main:581] : INFO : Epoch 1907 | loss: 0.0309685 | val_loss: 0.0312715 | Time: 1442.46 ms [2020-12-18 16:56:56 main:581] : INFO : Epoch 1908 | loss: 0.0309747 | val_loss: 0.0312967 | Time: 1434.11 ms [2020-12-18 16:56:57 main:581] : INFO : Epoch 1909 | loss: 0.0309713 | val_loss: 0.0313069 | Time: 1447.23 ms [2020-12-18 16:56:58 main:581] : INFO : Epoch 1910 | loss: 0.0309779 | val_loss: 0.0312597 | Time: 1457.72 ms [2020-12-18 16:57:00 main:581] : INFO : Epoch 1911 | loss: 0.0309851 | val_loss: 0.0313301 | Time: 1454.12 ms [2020-12-18 16:57:01 main:581] : INFO : Epoch 1912 | loss: 0.0309904 | val_loss: 0.0312885 | Time: 1450.54 ms [2020-12-18 16:57:03 main:581] : INFO : Epoch 1913 | loss: 0.0309856 | val_loss: 0.0312844 | Time: 1452.94 ms [2020-12-18 16:57:04 main:581] : INFO : Epoch 1914 | loss: 0.0309809 | val_loss: 0.0312935 | Time: 1435.27 ms [2020-12-18 16:57:06 main:581] : INFO : Epoch 1915 | loss: 0.0309824 | val_loss: 0.0312876 | Time: 1434.86 ms [2020-12-18 16:57:07 main:581] : INFO : Epoch 1916 | loss: 0.0309728 | val_loss: 0.031263 | Time: 1412.63 ms [2020-12-18 16:57:09 main:581] : INFO : Epoch 1917 | loss: 0.0309708 | val_loss: 0.0313019 | Time: 1423.52 ms [2020-12-18 16:57:10 main:581] : INFO : Epoch 1918 | loss: 0.0309651 | val_loss: 0.0313292 | Time: 1424.87 ms [2020-12-18 16:57:11 main:581] : INFO : Epoch 1919 | loss: 0.0309689 | val_loss: 0.0312721 | Time: 1419.66 ms [2020-12-18 16:57:13 main:581] : INFO : Epoch 1920 | loss: 0.0309789 | val_loss: 0.0312813 | Time: 1424.58 ms [2020-12-18 16:57:14 main:581] : INFO : Epoch 1921 | loss: 0.030977 | val_loss: 0.0312824 | Time: 1449.55 ms [2020-12-18 16:57:16 main:581] : INFO : Epoch 1922 | loss: 0.0309742 | val_loss: 0.0312965 | Time: 1452.33 ms [2020-12-18 16:57:17 main:581] : INFO : Epoch 1923 | loss: 0.031001 | val_loss: 0.031261 | Time: 1433.95 ms [2020-12-18 16:57:19 main:581] : INFO : Epoch 1924 | loss: 0.0310103 | val_loss: 0.0312645 | Time: 1446.68 ms [2020-12-18 16:57:20 main:581] : INFO : Epoch 1925 | loss: 0.0309802 | val_loss: 0.0313075 | Time: 1419.88 ms [2020-12-18 16:57:21 main:581] : INFO : Epoch 1926 | loss: 0.0309719 | val_loss: 0.0312819 | Time: 1453.94 ms [2020-12-18 16:57:23 main:581] : INFO : Epoch 1927 | loss: 0.0309706 | val_loss: 0.0312872 | Time: 1470.49 ms [2020-12-18 16:57:24 main:581] : INFO : Epoch 1928 | loss: 0.0309731 | val_loss: 0.0313071 | Time: 1439.15 ms [2020-12-18 16:57:26 main:581] : INFO : Epoch 1929 | loss: 0.0309814 | val_loss: 0.031247 | Time: 1486.41 ms [2020-12-18 16:57:27 main:581] : INFO : Epoch 1930 | loss: 0.0309838 | val_loss: 0.0312725 | Time: 1436.74 ms [2020-12-18 16:57:29 main:581] : INFO : Epoch 1931 | loss: 0.0309789 | val_loss: 0.0312998 | Time: 1427.1 ms [2020-12-18 16:57:30 main:581] : INFO : Epoch 1932 | loss: 0.0309775 | val_loss: 0.0312424 | Time: 1449.72 ms [2020-12-18 16:57:32 main:581] : INFO : Epoch 1933 | loss: 0.0309748 | val_loss: 0.0312804 | Time: 1452.79 ms [2020-12-18 16:57:33 main:581] : INFO : Epoch 1934 | loss: 0.0309646 | val_loss: 0.031305 | Time: 1468.42 ms [2020-12-18 16:57:35 main:581] : INFO : Epoch 1935 | loss: 0.0309693 | val_loss: 0.0312638 | Time: 1419.12 ms [2020-12-18 16:57:36 main:581] : INFO : Epoch 1936 | loss: 0.0309666 | val_loss: 0.031273 | Time: 1478.94 ms [2020-12-18 16:57:37 main:581] : INFO : Epoch 1937 | loss: 0.0309734 | val_loss: 0.0312687 | Time: 1431.13 ms [2020-12-18 16:57:39 main:581] : INFO : Epoch 1938 | loss: 0.030982 | val_loss: 0.0312809 | Time: 1495.96 ms [2020-12-18 16:57:40 main:581] : INFO : Epoch 1939 | loss: 0.0309804 | val_loss: 0.0312797 | Time: 1462.04 ms [2020-12-18 16:57:42 main:581] : INFO : Epoch 1940 | loss: 0.0309721 | val_loss: 0.0312682 | Time: 1456.07 ms [2020-12-18 16:57:43 main:581] : INFO : Epoch 1941 | loss: 0.0309855 | val_loss: 0.0312932 | Time: 1451.31 ms [2020-12-18 16:57:45 main:581] : INFO : Epoch 1942 | loss: 0.030988 | val_loss: 0.0312848 | Time: 1425.13 ms [2020-12-18 16:57:46 main:581] : INFO : Epoch 1943 | loss: 0.030976 | val_loss: 0.03127 | Time: 1417.83 ms [2020-12-18 16:57:48 main:581] : INFO : Epoch 1944 | loss: 0.0309868 | val_loss: 0.03128 | Time: 1430.47 ms [2020-12-18 16:57:49 main:581] : INFO : Epoch 1945 | loss: 0.0309767 | val_loss: 0.0312831 | Time: 1446.78 ms [2020-12-18 16:57:50 main:581] : INFO : Epoch 1946 | loss: 0.0309786 | val_loss: 0.0312905 | Time: 1451.14 ms [2020-12-18 16:57:52 main:581] : INFO : Epoch 1947 | loss: 0.0310104 | val_loss: 0.0312674 | Time: 1440.66 ms [2020-12-18 16:57:53 main:581] : INFO : Epoch 1948 | loss: 0.0310078 | val_loss: 0.03129 | Time: 1436.56 ms [2020-12-18 16:57:55 main:581] : INFO : Epoch 1949 | loss: 0.0309821 | val_loss: 0.0312759 | Time: 1444.09 ms [2020-12-18 16:57:56 main:581] : INFO : Epoch 1950 | loss: 0.030973 | val_loss: 0.0312817 | Time: 1430.05 ms [2020-12-18 16:57:58 main:581] : INFO : Epoch 1951 | loss: 0.0309748 | val_loss: 0.031287 | Time: 1456.39 ms [2020-12-18 16:57:59 main:581] : INFO : Epoch 1952 | loss: 0.0309716 | val_loss: 0.0312774 | Time: 1437.15 ms [2020-12-18 16:58:01 main:581] : INFO : Epoch 1953 | loss: 0.0309707 | val_loss: 0.0312847 | Time: 1438.72 ms [2020-12-18 16:58:02 main:581] : INFO : Epoch 1954 | loss: 0.0309676 | val_loss: 0.0312973 | Time: 1406.24 ms [2020-12-18 16:58:03 main:581] : INFO : Epoch 1955 | loss: 0.0309699 | val_loss: 0.0312779 | Time: 1411.87 ms [2020-12-18 16:58:05 main:581] : INFO : Epoch 1956 | loss: 0.0309734 | val_loss: 0.0312698 | Time: 1416.94 ms [2020-12-18 16:58:06 main:581] : INFO : Epoch 1957 | loss: 0.0309664 | val_loss: 0.0312953 | Time: 1414.59 ms [2020-12-18 16:58:08 main:581] : INFO : Epoch 1958 | loss: 0.0309731 | val_loss: 0.0313176 | Time: 1435.03 ms [2020-12-18 16:58:09 main:581] : INFO : Epoch 1959 | loss: 0.0309718 | val_loss: 0.0313015 | Time: 1462.5 ms [2020-12-18 16:58:11 main:581] : INFO : Epoch 1960 | loss: 0.0309682 | val_loss: 0.0312886 | Time: 1465.3 ms [2020-12-18 16:58:12 main:581] : INFO : Epoch 1961 | loss: 0.0309737 | val_loss: 0.031237 | Time: 1453.39 ms [2020-12-18 16:58:13 main:581] : INFO : Epoch 1962 | loss: 0.0309766 | val_loss: 0.0313001 | Time: 1462.3 ms [2020-12-18 16:58:15 main:581] : INFO : Epoch 1963 | loss: 0.0309711 | val_loss: 0.0312975 | Time: 1448.66 ms [2020-12-18 16:58:16 main:581] : INFO : Epoch 1964 | loss: 0.0309704 | val_loss: 0.0312569 | Time: 1447.6 ms [2020-12-18 16:58:18 main:581] : INFO : Epoch 1965 | loss: 0.0309772 | val_loss: 0.0313309 | Time: 1452.67 ms [2020-12-18 16:58:19 main:581] : INFO : Epoch 1966 | loss: 0.0309731 | val_loss: 0.0312679 | Time: 1454.6 ms [2020-12-18 16:58:21 main:581] : INFO : Epoch 1967 | loss: 0.0309763 | val_loss: 0.0312623 | Time: 1449.02 ms [2020-12-18 16:58:22 main:581] : INFO : Epoch 1968 | loss: 0.0309837 | val_loss: 0.0312485 | Time: 1423.5 ms [2020-12-18 16:58:24 main:581] : INFO : Epoch 1969 | loss: 0.0309887 | val_loss: 0.031274 | Time: 1406.21 ms [2020-12-18 16:58:25 main:581] : INFO : Epoch 1970 | loss: 0.0309775 | val_loss: 0.031291 | Time: 1398.61 ms [2020-12-18 16:58:26 main:581] : INFO : Epoch 1971 | loss: 0.0309693 | val_loss: 0.0313021 | Time: 1415.12 ms [2020-12-18 16:58:28 main:581] : INFO : Epoch 1972 | loss: 0.0309905 | val_loss: 0.0312498 | Time: 1421.71 ms [2020-12-18 16:58:29 main:581] : INFO : Epoch 1973 | loss: 0.0309884 | val_loss: 0.031264 | Time: 1406.83 ms [2020-12-18 16:58:31 main:581] : INFO : Epoch 1974 | loss: 0.0309782 | val_loss: 0.0313031 | Time: 1434.3 ms [2020-12-18 16:58:32 main:581] : INFO : Epoch 1975 | loss: 0.0309726 | val_loss: 0.0313138 | Time: 1459.42 ms [2020-12-18 16:58:34 main:581] : INFO : Epoch 1976 | loss: 0.0309651 | val_loss: 0.0313283 | Time: 1451.21 ms [2020-12-18 16:58:35 main:581] : INFO : Epoch 1977 | loss: 0.0309638 | val_loss: 0.03131 | Time: 1455.62 ms [2020-12-18 16:58:36 main:581] : INFO : Epoch 1978 | loss: 0.0309692 | val_loss: 0.0313231 | Time: 1436.3 ms [2020-12-18 16:58:38 main:581] : INFO : Epoch 1979 | loss: 0.030985 | val_loss: 0.0312775 | Time: 1433.22 ms [2020-12-18 16:58:39 main:581] : INFO : Epoch 1980 | loss: 0.0309771 | val_loss: 0.0313091 | Time: 1444.3 ms [2020-12-18 16:58:41 main:581] : INFO : Epoch 1981 | loss: 0.0309841 | val_loss: 0.0312889 | Time: 1448.42 ms [2020-12-18 16:58:42 main:581] : INFO : Epoch 1982 | loss: 0.0309799 | val_loss: 0.0313128 | Time: 1452 ms [2020-12-18 16:58:44 main:581] : INFO : Epoch 1983 | loss: 0.0309734 | val_loss: 0.0312706 | Time: 1450.28 ms [2020-12-18 16:58:45 main:581] : INFO : Epoch 1984 | loss: 0.0309737 | val_loss: 0.0312899 | Time: 1440.68 ms [2020-12-18 16:58:47 main:581] : INFO : Epoch 1985 | loss: 0.0309854 | val_loss: 0.0312796 | Time: 1457.76 ms [2020-12-18 16:58:48 main:581] : INFO : Epoch 1986 | loss: 0.0309761 | val_loss: 0.0312842 | Time: 1470.73 ms [2020-12-18 16:58:50 main:581] : INFO : Epoch 1987 | loss: 0.0309751 | val_loss: 0.0312578 | Time: 1460.59 ms [2020-12-18 16:58:51 main:581] : INFO : Epoch 1988 | loss: 0.0309767 | val_loss: 0.0313011 | Time: 1442.41 ms [2020-12-18 16:58:52 main:581] : INFO : Epoch 1989 | loss: 0.0309845 | val_loss: 0.0312986 | Time: 1488.5 ms [2020-12-18 16:58:54 main:581] : INFO : Epoch 1990 | loss: 0.0309786 | val_loss: 0.0312788 | Time: 1483.02 ms [2020-12-18 16:58:55 main:581] : INFO : Epoch 1991 | loss: 0.0309727 | val_loss: 0.0313155 | Time: 1466.25 ms [2020-12-18 16:58:57 main:581] : INFO : Epoch 1992 | loss: 0.0309656 | val_loss: 0.0313008 | Time: 1471.33 ms [2020-12-18 16:58:58 main:581] : INFO : Epoch 1993 | loss: 0.0309779 | val_loss: 0.0312776 | Time: 1466.94 ms [2020-12-18 16:59:00 main:581] : INFO : Epoch 1994 | loss: 0.030988 | val_loss: 0.03127 | Time: 1492.06 ms [2020-12-18 16:59:01 main:581] : INFO : Epoch 1995 | loss: 0.0309912 | val_loss: 0.0312557 | Time: 1487.64 ms [2020-12-18 16:59:03 main:581] : INFO : Epoch 1996 | loss: 0.0309801 | val_loss: 0.031288 | Time: 1474.28 ms [2020-12-18 16:59:04 main:581] : INFO : Epoch 1997 | loss: 0.0309784 | val_loss: 0.0313099 | Time: 1472.47 ms [2020-12-18 16:59:06 main:581] : INFO : Epoch 1998 | loss: 0.0309735 | val_loss: 0.031263 | Time: 1484.66 ms [2020-12-18 16:59:07 main:581] : INFO : Epoch 1999 | loss: 0.0309777 | val_loss: 0.0313147 | Time: 1454.98 ms [2020-12-18 16:59:09 main:581] : INFO : Epoch 2000 | loss: 0.030976 | val_loss: 0.0312745 | Time: 1453.3 ms [2020-12-18 16:59:10 main:581] : INFO : Epoch 2001 | loss: 0.0309722 | val_loss: 0.031276 | Time: 1448.79 ms [2020-12-18 16:59:12 main:581] : INFO : Epoch 2002 | loss: 0.0309953 | val_loss: 0.031277 | Time: 1436.69 ms [2020-12-18 16:59:13 main:581] : INFO : Epoch 2003 | loss: 0.0310084 | val_loss: 0.0312568 | Time: 1427.63 ms [2020-12-18 16:59:14 main:581] : INFO : Epoch 2004 | loss: 0.0309959 | val_loss: 0.0312694 | Time: 1427.33 ms [2020-12-18 16:59:16 main:581] : INFO : Epoch 2005 | loss: 0.0309862 | val_loss: 0.0312846 | Time: 1429.23 ms [2020-12-18 16:59:17 main:581] : INFO : Epoch 2006 | loss: 0.0309782 | val_loss: 0.0312709 | Time: 1426.61 ms [2020-12-18 16:59:19 main:581] : INFO : Epoch 2007 | loss: 0.0309767 | val_loss: 0.0312734 | Time: 1426.5 ms [2020-12-18 16:59:20 main:581] : INFO : Epoch 2008 | loss: 0.0309694 | val_loss: 0.0313083 | Time: 1406.49 ms [2020-12-18 16:59:22 main:581] : INFO : Epoch 2009 | loss: 0.0309701 | val_loss: 0.0312659 | Time: 1443.79 ms [2020-12-18 16:59:23 main:581] : INFO : Epoch 2010 | loss: 0.0309739 | val_loss: 0.0313151 | Time: 1466.66 ms [2020-12-18 16:59:24 main:581] : INFO : Epoch 2011 | loss: 0.030968 | val_loss: 0.0312582 | Time: 1463.39 ms [2020-12-18 16:59:26 main:581] : INFO : Epoch 2012 | loss: 0.0309717 | val_loss: 0.0312826 | Time: 1467.1 ms [2020-12-18 16:59:27 main:581] : INFO : Epoch 2013 | loss: 0.0309694 | val_loss: 0.0312978 | Time: 1460.83 ms [2020-12-18 16:59:29 main:581] : INFO : Epoch 2014 | loss: 0.0309753 | val_loss: 0.031264 | Time: 1435.55 ms [2020-12-18 16:59:30 main:581] : INFO : Epoch 2015 | loss: 0.0309721 | val_loss: 0.0312597 | Time: 1447.95 ms [2020-12-18 16:59:32 main:581] : INFO : Epoch 2016 | loss: 0.0309744 | val_loss: 0.0312806 | Time: 1427.84 ms [2020-12-18 16:59:33 main:581] : INFO : Epoch 2017 | loss: 0.0309736 | val_loss: 0.0312961 | Time: 1423.06 ms [2020-12-18 16:59:35 main:581] : INFO : Epoch 2018 | loss: 0.0309813 | val_loss: 0.0312763 | Time: 1437.9 ms [2020-12-18 16:59:36 main:581] : INFO : Epoch 2019 | loss: 0.0309845 | val_loss: 0.0312629 | Time: 1436.25 ms [2020-12-18 16:59:37 main:581] : INFO : Epoch 2020 | loss: 0.0309865 | val_loss: 0.0312863 | Time: 1440.09 ms [2020-12-18 16:59:39 main:581] : INFO : Epoch 2021 | loss: 0.0309833 | val_loss: 0.031262 | Time: 1436.51 ms [2020-12-18 16:59:40 main:581] : INFO : Epoch 2022 | loss: 0.0309852 | val_loss: 0.031294 | Time: 1427.71 ms [2020-12-18 16:59:42 main:581] : INFO : Epoch 2023 | loss: 0.0309779 | val_loss: 0.031277 | Time: 1442.45 ms [2020-12-18 16:59:43 main:581] : INFO : Epoch 2024 | loss: 0.0309702 | val_loss: 0.031292 | Time: 1455.89 ms [2020-12-18 16:59:45 main:581] : INFO : Epoch 2025 | loss: 0.0309746 | val_loss: 0.0313128 | Time: 1445.58 ms [2020-12-18 16:59:46 main:581] : INFO : Epoch 2026 | loss: 0.0309753 | val_loss: 0.0312917 | Time: 1451.12 ms [2020-12-18 16:59:48 main:581] : INFO : Epoch 2027 | loss: 0.0309717 | val_loss: 0.031283 | Time: 1454.23 ms [2020-12-18 16:59:49 main:581] : INFO : Epoch 2028 | loss: 0.0309878 | val_loss: 0.0312749 | Time: 1461.36 ms [2020-12-18 16:59:50 main:581] : INFO : Epoch 2029 | loss: 0.0309811 | val_loss: 0.0312692 | Time: 1456.21 ms [2020-12-18 16:59:52 main:581] : INFO : Epoch 2030 | loss: 0.0309751 | val_loss: 0.0312989 | Time: 1461.72 ms [2020-12-18 16:59:53 main:581] : INFO : Epoch 2031 | loss: 0.0309678 | val_loss: 0.0312667 | Time: 1463.96 ms [2020-12-18 16:59:55 main:581] : INFO : Epoch 2032 | loss: 0.0309782 | val_loss: 0.031299 | Time: 1465.53 ms [2020-12-18 16:59:56 main:581] : INFO : Epoch 2033 | loss: 0.0310167 | val_loss: 0.0312466 | Time: 1448.03 ms [2020-12-18 16:59:58 main:581] : INFO : Epoch 2034 | loss: 0.0310223 | val_loss: 0.031272 | Time: 1464.6 ms [2020-12-18 16:59:59 main:581] : INFO : Epoch 2035 | loss: 0.0309935 | val_loss: 0.0312827 | Time: 1467.27 ms [2020-12-18 17:00:01 main:581] : INFO : Epoch 2036 | loss: 0.0309725 | val_loss: 0.0312833 | Time: 1436.91 ms [2020-12-18 17:00:02 main:581] : INFO : Epoch 2037 | loss: 0.0309775 | val_loss: 0.0313197 | Time: 1459.2 ms [2020-12-18 17:00:04 main:581] : INFO : Epoch 2038 | loss: 0.0309803 | val_loss: 0.0312736 | Time: 1462.32 ms [2020-12-18 17:00:05 main:581] : INFO : Epoch 2039 | loss: 0.0309705 | val_loss: 0.0313093 | Time: 1462.45 ms [2020-12-18 17:00:07 main:581] : INFO : Epoch 2040 | loss: 0.0309651 | val_loss: 0.031294 | Time: 1449.1 ms [2020-12-18 17:00:08 main:581] : INFO : Epoch 2041 | loss: 0.030965 | val_loss: 0.0312499 | Time: 1457.16 ms [2020-12-18 17:00:09 main:581] : INFO : Epoch 2042 | loss: 0.0310526 | val_loss: 0.0311912 | Time: 1477.54 ms [2020-12-18 17:00:11 main:581] : INFO : Epoch 2043 | loss: 0.0311538 | val_loss: 0.0311935 | Time: 1464.04 ms [2020-12-18 17:00:12 main:581] : INFO : Epoch 2044 | loss: 0.0311356 | val_loss: 0.031202 | Time: 1438.06 ms [2020-12-18 17:00:14 main:581] : INFO : Epoch 2045 | loss: 0.0311141 | val_loss: 0.0311894 | Time: 1447.73 ms [2020-12-18 17:00:15 main:581] : INFO : Epoch 2046 | loss: 0.0310937 | val_loss: 0.0312092 | Time: 1436.94 ms [2020-12-18 17:00:17 main:581] : INFO : Epoch 2047 | loss: 0.0310767 | val_loss: 0.0312101 | Time: 1462.07 ms [2020-12-18 17:00:18 main:581] : INFO : Epoch 2048 | loss: 0.0310576 | val_loss: 0.0312099 | Time: 1442.81 ms [2020-12-18 17:00:18 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312099 [2020-12-18 17:00:18 main:610] : INFO : Saving end state to config to file [2020-12-18 17:00:18 main:615] : INFO : Success, exiting.. 17:00:18 (645403): 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)