Task 3359785
| Name | ParityModified-1608176369-16418-1_0 |
| Workunit | 1621234 |
| Created | 19 Dec 2020, 14:52:19 UTC |
| Sent | 21 Dec 2020, 7:55:20 UTC |
| Report deadline | 28 Dec 2020, 7:55:20 UTC |
| Received | 21 Dec 2020, 18:46:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 48 min 36 sec |
| CPU time | 48 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| 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>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311786 | val_loss: 0.031184 | Time: 1416.98 ms
[2020-12-21 13:34:31 main:581] : INFO : Epoch 1539 | loss: 0.0311787 | val_loss: 0.0311848 | Time: 1386.05 ms
[2020-12-21 13:34:32 main:581] : INFO : Epoch 1540 | loss: 0.0311783 | val_loss: 0.0311838 | Time: 1425.18 ms
[2020-12-21 13:34:34 main:581] : INFO : Epoch 1541 | loss: 0.0311788 | val_loss: 0.0311836 | Time: 1411.23 ms
[2020-12-21 13:34:35 main:581] : INFO : Epoch 1542 | loss: 0.0311781 | val_loss: 0.0311846 | Time: 1411.22 ms
[2020-12-21 13:34:37 main:581] : INFO : Epoch 1543 | loss: 0.0311787 | val_loss: 0.0311842 | Time: 1400.53 ms
[2020-12-21 13:34:38 main:581] : INFO : Epoch 1544 | loss: 0.0311778 | val_loss: 0.0311838 | Time: 1388.41 ms
[2020-12-21 13:34:40 main:581] : INFO : Epoch 1545 | loss: 0.0311789 | val_loss: 0.0311875 | Time: 1436.99 ms
[2020-12-21 13:34:41 main:581] : INFO : Epoch 1546 | loss: 0.0311793 | val_loss: 0.0311872 | Time: 1437.72 ms
[2020-12-21 13:34:42 main:581] : INFO : Epoch 1547 | loss: 0.0311791 | val_loss: 0.031185 | Time: 1476.11 ms
[2020-12-21 13:34:44 main:581] : INFO : Epoch 1548 | loss: 0.0311779 | val_loss: 0.0311837 | Time: 1423.72 ms
[2020-12-21 13:34:45 main:581] : INFO : Epoch 1549 | loss: 0.0311787 | val_loss: 0.0311872 | Time: 1436.92 ms
[2020-12-21 13:34:47 main:581] : INFO : Epoch 1550 | loss: 0.0311824 | val_loss: 0.0311862 | Time: 1436.35 ms
[2020-12-21 13:34:48 main:581] : INFO : Epoch 1551 | loss: 0.0311791 | val_loss: 0.0311851 | Time: 1438.5 ms
[2020-12-21 13:34:50 main:581] : INFO : Epoch 1552 | loss: 0.0311785 | val_loss: 0.0311834 | Time: 1456.8 ms
[2020-12-21 13:34:51 main:581] : INFO : Epoch 1553 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 1438.32 ms
[2020-12-21 13:34:52 main:581] : INFO : Epoch 1554 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 1425.52 ms
[2020-12-21 13:34:54 main:581] : INFO : Epoch 1555 | loss: 0.0311775 | val_loss: 0.0311841 | Time: 1435.78 ms
[2020-12-21 13:34:55 main:581] : INFO : Epoch 1556 | loss: 0.0311777 | val_loss: 0.0311835 | Time: 1435.94 ms
[2020-12-21 13:34:57 main:581] : INFO : Epoch 1557 | loss: 0.0311787 | val_loss: 0.0311828 | Time: 1445.23 ms
[2020-12-21 13:34:58 main:581] : INFO : Epoch 1558 | loss: 0.0311791 | val_loss: 0.0311841 | Time: 1459.68 ms
[2020-12-21 13:35:00 main:581] : INFO : Epoch 1559 | loss: 0.0311774 | val_loss: 0.031184 | Time: 1445.76 ms
[2020-12-21 13:35:01 main:581] : INFO : Epoch 1560 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 1440.41 ms
[2020-12-21 13:35:03 main:581] : INFO : Epoch 1561 | loss: 0.0311786 | val_loss: 0.0311831 | Time: 1437.78 ms
[2020-12-21 13:35:04 main:581] : INFO : Epoch 1562 | loss: 0.0311774 | val_loss: 0.0311852 | Time: 1459.45 ms
[2020-12-21 13:35:05 main:581] : INFO : Epoch 1563 | loss: 0.0311787 | val_loss: 0.0311848 | Time: 1434.34 ms
[2020-12-21 13:35:07 main:581] : INFO : Epoch 1564 | loss: 0.0311779 | val_loss: 0.0311841 | Time: 1431.93 ms
[2020-12-21 13:35:08 main:581] : INFO : Epoch 1565 | loss: 0.0311795 | val_loss: 0.0311854 | Time: 1450.83 ms
[2020-12-21 13:35:10 main:581] : INFO : Epoch 1566 | loss: 0.0311772 | val_loss: 0.0311842 | Time: 1442.26 ms
[2020-12-21 13:35:11 main:581] : INFO : Epoch 1567 | loss: 0.031178 | val_loss: 0.0311825 | Time: 1447.15 ms
[2020-12-21 13:35:13 main:581] : INFO : Epoch 1568 | loss: 0.0311779 | val_loss: 0.0311845 | Time: 1422.1 ms
[2020-12-21 13:35:14 main:581] : INFO : Epoch 1569 | loss: 0.0311778 | val_loss: 0.0311855 | Time: 1387.77 ms
[2020-12-21 13:35:15 main:581] : INFO : Epoch 1570 | loss: 0.0311768 | val_loss: 0.0311832 | Time: 1395.3 ms
[2020-12-21 13:35:17 main:581] : INFO : Epoch 1571 | loss: 0.0311774 | val_loss: 0.0311833 | Time: 1398.21 ms
[2020-12-21 13:35:18 main:581] : INFO : Epoch 1572 | loss: 0.0311779 | val_loss: 0.0311851 | Time: 1454.2 ms
[2020-12-21 13:35:20 main:581] : INFO : Epoch 1573 | loss: 0.031179 | val_loss: 0.0311837 | Time: 1439.34 ms
[2020-12-21 13:35:21 main:581] : INFO : Epoch 1574 | loss: 0.0311782 | val_loss: 0.0311825 | Time: 1459.41 ms
[2020-12-21 13:35:23 main:581] : INFO : Epoch 1575 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 1431.74 ms
[2020-12-21 13:35:24 main:581] : INFO : Epoch 1576 | loss: 0.031181 | val_loss: 0.0311841 | Time: 1426.73 ms
[2020-12-21 13:35:26 main:581] : INFO : Epoch 1577 | loss: 0.0311807 | val_loss: 0.031186 | Time: 1461.38 ms
[2020-12-21 13:35:27 main:581] : INFO : Epoch 1578 | loss: 0.0311801 | val_loss: 0.0311838 | Time: 1446.83 ms
[2020-12-21 13:35:28 main:581] : INFO : Epoch 1579 | loss: 0.0311929 | val_loss: 0.0311973 | Time: 1472.05 ms
[2020-12-21 13:35:30 main:581] : INFO : Epoch 1580 | loss: 0.0311829 | val_loss: 0.0311854 | Time: 1446.78 ms
[2020-12-21 13:35:31 main:581] : INFO : Epoch 1581 | loss: 0.0311787 | val_loss: 0.0311861 | Time: 1432.8 ms
[2020-12-21 13:35:33 main:581] : INFO : Epoch 1582 | loss: 0.0311787 | val_loss: 0.0311853 | Time: 1427.18 ms
[2020-12-21 13:35:34 main:581] : INFO : Epoch 1583 | loss: 0.0311783 | val_loss: 0.0311841 | Time: 1425.36 ms
[2020-12-21 13:35:36 main:581] : INFO : Epoch 1584 | loss: 0.0311775 | val_loss: 0.0311845 | Time: 1430.53 ms
[2020-12-21 13:35:37 main:581] : INFO : Epoch 1585 | loss: 0.0311795 | val_loss: 0.0311861 | Time: 1446.3 ms
[2020-12-21 13:35:38 main:581] : INFO : Epoch 1586 | loss: 0.0311815 | val_loss: 0.0311892 | Time: 1430.59 ms
[2020-12-21 13:35:40 main:581] : INFO : Epoch 1587 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 1428.45 ms
[2020-12-21 13:35:41 main:581] : INFO : Epoch 1588 | loss: 0.0311788 | val_loss: 0.0311931 | Time: 1452.45 ms
[2020-12-21 13:35:43 main:581] : INFO : Epoch 1589 | loss: 0.0311789 | val_loss: 0.0311832 | Time: 1432.74 ms
[2020-12-21 13:35:44 main:581] : INFO : Epoch 1590 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 1446.56 ms
[2020-12-21 13:35:46 main:581] : INFO : Epoch 1591 | loss: 0.0311775 | val_loss: 0.0311836 | Time: 1461.01 ms
[2020-12-21 13:35:47 main:581] : INFO : Epoch 1592 | loss: 0.0311779 | val_loss: 0.0311855 | Time: 1439.54 ms
[2020-12-21 13:35:49 main:581] : INFO : Epoch 1593 | loss: 0.031179 | val_loss: 0.031185 | Time: 1433.31 ms
[2020-12-21 13:35:50 main:581] : INFO : Epoch 1594 | loss: 0.0311786 | val_loss: 0.0311831 | Time: 1445.12 ms
[2020-12-21 13:35:51 main:581] : INFO : Epoch 1595 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 1429.35 ms
[2020-12-21 13:35:53 main:581] : INFO : Epoch 1596 | loss: 0.0311783 | val_loss: 0.0311891 | Time: 1437.14 ms
[2020-12-21 13:35:54 main:581] : INFO : Epoch 1597 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 1428.57 ms
[2020-12-21 13:35:56 main:581] : INFO : Epoch 1598 | loss: 0.0311787 | val_loss: 0.0311841 | Time: 1448.6 ms
[2020-12-21 13:35:57 main:581] : INFO : Epoch 1599 | loss: 0.0311783 | val_loss: 0.0311842 | Time: 1419.09 ms
[2020-12-21 13:35:59 main:581] : INFO : Epoch 1600 | loss: 0.0311778 | val_loss: 0.0311824 | Time: 1447.41 ms
[2020-12-21 13:36:00 main:581] : INFO : Epoch 1601 | loss: 0.0311778 | val_loss: 0.0311837 | Time: 1443.67 ms
[2020-12-21 13:36:02 main:581] : INFO : Epoch 1602 | loss: 0.0311787 | val_loss: 0.031183 | Time: 1429.28 ms
[2020-12-21 13:36:03 main:581] : INFO : Epoch 1603 | loss: 0.0311783 | val_loss: 0.0311839 | Time: 1467.83 ms
[2020-12-21 13:36:04 main:581] : INFO : Epoch 1604 | loss: 0.0311775 | val_loss: 0.0311829 | Time: 1412.67 ms
[2020-12-21 13:36:06 main:581] : INFO : Epoch 1605 | loss: 0.0311788 | val_loss: 0.0311835 | Time: 1432.36 ms
[2020-12-21 13:36:07 main:581] : INFO : Epoch 1606 | loss: 0.0311798 | val_loss: 0.0311828 | Time: 1430.87 ms
[2020-12-21 13:36:09 main:581] : INFO : Epoch 1607 | loss: 0.0311784 | val_loss: 0.0311843 | Time: 1436.29 ms
[2020-12-21 13:36:10 main:581] : INFO : Epoch 1608 | loss: 0.0311792 | val_loss: 0.0311854 | Time: 1422.41 ms
[2020-12-21 13:36:12 main:581] : INFO : Epoch 1609 | loss: 0.031178 | val_loss: 0.0311838 | Time: 1451.23 ms
[2020-12-21 13:36:13 main:581] : INFO : Epoch 1610 | loss: 0.0311787 | val_loss: 0.0311836 | Time: 1421.8 ms
[2020-12-21 13:36:14 main:581] : INFO : Epoch 1611 | loss: 0.0311783 | val_loss: 0.0311835 | Time: 1452.54 ms
[2020-12-21 13:36:16 main:581] : INFO : Epoch 1612 | loss: 0.031178 | val_loss: 0.0311855 | Time: 1435.11 ms
[2020-12-21 13:36:17 main:581] : INFO : Epoch 1613 | loss: 0.0311813 | val_loss: 0.031183 | Time: 1408.51 ms
[2020-12-21 13:36:19 main:581] : INFO : Epoch 1614 | loss: 0.0311785 | val_loss: 0.0311843 | Time: 1433.41 ms
[2020-12-21 13:36:20 main:581] : INFO : Epoch 1615 | loss: 0.0311782 | val_loss: 0.0311845 | Time: 1451.83 ms
[2020-12-21 13:36:22 main:581] : INFO : Epoch 1616 | loss: 0.0311779 | val_loss: 0.0311856 | Time: 1429.69 ms
[2020-12-21 13:36:23 main:581] : INFO : Epoch 1617 | loss: 0.0311783 | val_loss: 0.031183 | Time: 1433.51 ms
[2020-12-21 13:36:24 main:581] : INFO : Epoch 1618 | loss: 0.0311783 | val_loss: 0.0311882 | Time: 1451.79 ms
[2020-12-21 13:36:26 main:581] : INFO : Epoch 1619 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 1439.14 ms
[2020-12-21 13:36:27 main:581] : INFO : Epoch 1620 | loss: 0.0311788 | val_loss: 0.0311838 | Time: 1422.49 ms
[2020-12-21 13:36:29 main:581] : INFO : Epoch 1621 | loss: 0.0311783 | val_loss: 0.0311832 | Time: 1453.78 ms
[2020-12-21 13:36:30 main:581] : INFO : Epoch 1622 | loss: 0.0311778 | val_loss: 0.0311834 | Time: 1464.11 ms
[2020-12-21 13:36:32 main:581] : INFO : Epoch 1623 | loss: 0.0311786 | val_loss: 0.0311842 | Time: 1510.79 ms
[2020-12-21 13:36:33 main:581] : INFO : Epoch 1624 | loss: 0.0311802 | val_loss: 0.0311826 | Time: 1463.48 ms
[2020-12-21 13:36:35 main:581] : INFO : Epoch 1625 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 1491.19 ms
[2020-12-21 13:36:36 main:581] : INFO : Epoch 1626 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 1475.65 ms
[2020-12-21 13:36:38 main:581] : INFO : Epoch 1627 | loss: 0.0311781 | val_loss: 0.0311832 | Time: 1477.73 ms
[2020-12-21 13:36:39 main:581] : INFO : Epoch 1628 | loss: 0.0311781 | val_loss: 0.0311836 | Time: 1435.98 ms
[2020-12-21 13:36:41 main:581] : INFO : Epoch 1629 | loss: 0.0311779 | val_loss: 0.0311848 | Time: 1451.02 ms
[2020-12-21 13:36:42 main:581] : INFO : Epoch 1630 | loss: 0.0311783 | val_loss: 0.0311841 | Time: 1473.75 ms
[2020-12-21 13:36:44 main:581] : INFO : Epoch 1631 | loss: 0.0311782 | val_loss: 0.0311846 | Time: 1466.34 ms
[2020-12-21 13:36:45 main:581] : INFO : Epoch 1632 | loss: 0.0311781 | val_loss: 0.0311828 | Time: 1476.62 ms
[2020-12-21 13:36:46 main:581] : INFO : Epoch 1633 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 1457.13 ms
[2020-12-21 13:36:48 main:581] : INFO : Epoch 1634 | loss: 0.0311789 | val_loss: 0.0311861 | Time: 1431.91 ms
[2020-12-21 13:36:49 main:581] : INFO : Epoch 1635 | loss: 0.0311786 | val_loss: 0.0311826 | Time: 1414.12 ms
[2020-12-21 13:36:51 main:581] : INFO : Epoch 1636 | loss: 0.031178 | val_loss: 0.0311841 | Time: 1403.83 ms
[2020-12-21 13:36:52 main:581] : INFO : Epoch 1637 | loss: 0.0311791 | val_loss: 0.0311851 | Time: 1425.97 ms
[2020-12-21 13:36:54 main:581] : INFO : Epoch 1638 | loss: 0.0311798 | val_loss: 0.0311829 | Time: 1434 ms
[2020-12-21 13:36:55 main:581] : INFO : Epoch 1639 | loss: 0.0311776 | val_loss: 0.0311837 | Time: 1459.62 ms
[2020-12-21 13:36:56 main:581] : INFO : Epoch 1640 | loss: 0.0311777 | val_loss: 0.0311832 | Time: 1428.5 ms
[2020-12-21 13:36:58 main:581] : INFO : Epoch 1641 | loss: 0.0311773 | val_loss: 0.0311833 | Time: 1452.73 ms
[2020-12-21 13:36:59 main:581] : INFO : Epoch 1642 | loss: 0.0311777 | val_loss: 0.0311843 | Time: 1446.69 ms
[2020-12-21 13:37:01 main:581] : INFO : Epoch 1643 | loss: 0.0311792 | val_loss: 0.0311856 | Time: 1433.61 ms
[2020-12-21 13:37:02 main:581] : INFO : Epoch 1644 | loss: 0.0311788 | val_loss: 0.0311829 | Time: 1467.8 ms
[2020-12-21 13:37:04 main:581] : INFO : Epoch 1645 | loss: 0.0311782 | val_loss: 0.0311824 | Time: 1408.83 ms
[2020-12-21 13:37:05 main:581] : INFO : Epoch 1646 | loss: 0.0311791 | val_loss: 0.031186 | Time: 1412.27 ms
[2020-12-21 13:37:06 main:581] : INFO : Epoch 1647 | loss: 0.0311788 | val_loss: 0.0311831 | Time: 1427.34 ms
[2020-12-21 13:37:08 main:581] : INFO : Epoch 1648 | loss: 0.0311778 | val_loss: 0.0311824 | Time: 1437.97 ms
[2020-12-21 13:37:09 main:581] : INFO : Epoch 1649 | loss: 0.0311807 | val_loss: 0.0311855 | Time: 1430.04 ms
[2020-12-21 13:37:11 main:581] : INFO : Epoch 1650 | loss: 0.031178 | val_loss: 0.0311821 | Time: 1423.92 ms
[2020-12-21 13:37:12 main:581] : INFO : Epoch 1651 | loss: 0.0311781 | val_loss: 0.0311823 | Time: 1426.95 ms
[2020-12-21 13:37:14 main:581] : INFO : Epoch 1652 | loss: 0.0311807 | val_loss: 0.0311829 | Time: 1416.89 ms
[2020-12-21 13:37:15 main:581] : INFO : Epoch 1653 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 1400.92 ms
[2020-12-21 13:37:16 main:581] : INFO : Epoch 1654 | loss: 0.0311783 | val_loss: 0.0311853 | Time: 1423.79 ms
[2020-12-21 13:37:18 main:581] : INFO : Epoch 1655 | loss: 0.031182 | val_loss: 0.0311839 | Time: 1419.72 ms
[2020-12-21 13:37:19 main:581] : INFO : Epoch 1656 | loss: 0.0311798 | val_loss: 0.0311836 | Time: 1407.95 ms
[2020-12-21 13:37:21 main:581] : INFO : Epoch 1657 | loss: 0.0311796 | val_loss: 0.0311875 | Time: 1416.69 ms
[2020-12-21 13:37:22 main:581] : INFO : Epoch 1658 | loss: 0.0311835 | val_loss: 0.0311859 | Time: 1405.38 ms
[2020-12-21 13:37:24 main:581] : INFO : Epoch 1659 | loss: 0.0311794 | val_loss: 0.0311881 | Time: 1409.98 ms
[2020-12-21 13:37:25 main:581] : INFO : Epoch 1660 | loss: 0.0311801 | val_loss: 0.0311826 | Time: 1425.17 ms
[2020-12-21 13:37:26 main:581] : INFO : Epoch 1661 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 1410.07 ms
[2020-12-21 13:37:28 main:581] : INFO : Epoch 1662 | loss: 0.0311815 | val_loss: 0.0311833 | Time: 1421.9 ms
[2020-12-21 13:37:29 main:581] : INFO : Epoch 1663 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 1404.96 ms
[2020-12-21 13:37:31 main:581] : INFO : Epoch 1664 | loss: 0.0311792 | val_loss: 0.0311877 | Time: 1413.27 ms
[2020-12-21 13:37:32 main:581] : INFO : Epoch 1665 | loss: 0.0311787 | val_loss: 0.0311828 | Time: 1443.03 ms
[2020-12-21 13:37:33 main:581] : INFO : Epoch 1666 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 1416.74 ms
[2020-12-21 13:37:35 main:581] : INFO : Epoch 1667 | loss: 0.031178 | val_loss: 0.0311865 | Time: 1413.38 ms
[2020-12-21 13:37:36 main:581] : INFO : Epoch 1668 | loss: 0.0311782 | val_loss: 0.031182 | Time: 1460.03 ms
[2020-12-21 13:37:38 main:581] : INFO : Epoch 1669 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 1410.31 ms
[2020-12-21 13:37:39 main:581] : INFO : Epoch 1670 | loss: 0.0311776 | val_loss: 0.0311844 | Time: 1413.68 ms
[2020-12-21 13:37:41 main:581] : INFO : Epoch 1671 | loss: 0.0311781 | val_loss: 0.0311829 | Time: 1420.62 ms
[2020-12-21 13:37:42 main:581] : INFO : Epoch 1672 | loss: 0.0311782 | val_loss: 0.0311846 | Time: 1399.86 ms
[2020-12-21 13:37:43 main:581] : INFO : Epoch 1673 | loss: 0.0311781 | val_loss: 0.0311825 | Time: 1410.57 ms
[2020-12-21 13:37:45 main:581] : INFO : Epoch 1674 | loss: 0.0311777 | val_loss: 0.0311819 | Time: 1416.6 ms
[2020-12-21 13:37:46 main:581] : INFO : Epoch 1675 | loss: 0.0311775 | val_loss: 0.0311841 | Time: 1422.24 ms
[2020-12-21 13:37:48 main:581] : INFO : Epoch 1676 | loss: 0.0311779 | val_loss: 0.0311823 | Time: 1430.4 ms
[2020-12-21 13:37:49 main:581] : INFO : Epoch 1677 | loss: 0.0311774 | val_loss: 0.0311832 | Time: 1450.78 ms
[2020-12-21 13:37:51 main:581] : INFO : Epoch 1678 | loss: 0.0311783 | val_loss: 0.031184 | Time: 1417.5 ms
[2020-12-21 13:37:52 main:581] : INFO : Epoch 1679 | loss: 0.031179 | val_loss: 0.031185 | Time: 1397.19 ms
[2020-12-21 13:37:53 main:581] : INFO : Epoch 1680 | loss: 0.0311791 | val_loss: 0.0311864 | Time: 1395.02 ms
[2020-12-21 13:37:55 main:581] : INFO : Epoch 1681 | loss: 0.0311813 | val_loss: 0.0311863 | Time: 1412.15 ms
[2020-12-21 13:37:56 main:581] : INFO : Epoch 1682 | loss: 0.031179 | val_loss: 0.0311825 | Time: 1399.62 ms
[2020-12-21 13:37:58 main:581] : INFO : Epoch 1683 | loss: 0.0311775 | val_loss: 0.031185 | Time: 1406.87 ms
[2020-12-21 13:37:59 main:581] : INFO : Epoch 1684 | loss: 0.0311786 | val_loss: 0.0311838 | Time: 1408.93 ms
[2020-12-21 13:38:00 main:581] : INFO : Epoch 1685 | loss: 0.0311776 | val_loss: 0.031184 | Time: 1398.45 ms
[2020-12-21 13:38:02 main:581] : INFO : Epoch 1686 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 1408.13 ms
[2020-12-21 13:38:03 main:581] : INFO : Epoch 1687 | loss: 0.0311771 | val_loss: 0.0311832 | Time: 1392.41 ms
[2020-12-21 13:38:05 main:581] : INFO : Epoch 1688 | loss: 0.0311773 | val_loss: 0.0311821 | Time: 1416.91 ms
[2020-12-21 13:38:06 main:581] : INFO : Epoch 1689 | loss: 0.0311775 | val_loss: 0.031183 | Time: 1407.06 ms
[2020-12-21 13:38:07 main:581] : INFO : Epoch 1690 | loss: 0.0311781 | val_loss: 0.031184 | Time: 1436.32 ms
[2020-12-21 13:38:09 main:581] : INFO : Epoch 1691 | loss: 0.031179 | val_loss: 0.0311823 | Time: 1414.34 ms
[2020-12-21 13:38:10 main:581] : INFO : Epoch 1692 | loss: 0.0311785 | val_loss: 0.0311818 | Time: 1392.77 ms
[2020-12-21 13:38:12 main:581] : INFO : Epoch 1693 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 1419.38 ms
[2020-12-21 13:38:13 main:581] : INFO : Epoch 1694 | loss: 0.0311774 | val_loss: 0.0311836 | Time: 1402.23 ms
[2020-12-21 13:38:14 main:581] : INFO : Epoch 1695 | loss: 0.0311783 | val_loss: 0.0311827 | Time: 1391.8 ms
[2020-12-21 13:38:16 main:581] : INFO : Epoch 1696 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 1397.02 ms
[2020-12-21 13:38:17 main:581] : INFO : Epoch 1697 | loss: 0.0311776 | val_loss: 0.0311835 | Time: 1393.38 ms
[2020-12-21 13:38:19 main:581] : INFO : Epoch 1698 | loss: 0.0311776 | val_loss: 0.0311831 | Time: 1403 ms
[2020-12-21 13:38:20 main:581] : INFO : Epoch 1699 | loss: 0.0311781 | val_loss: 0.0311839 | Time: 1388.61 ms
[2020-12-21 13:38:21 main:581] : INFO : Epoch 1700 | loss: 0.0311792 | val_loss: 0.0311835 | Time: 1414.47 ms
[2020-12-21 13:38:23 main:581] : INFO : Epoch 1701 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 1403.77 ms
[2020-12-21 13:38:24 main:581] : INFO : Epoch 1702 | loss: 0.0311808 | val_loss: 0.0311901 | Time: 1402.02 ms
[2020-12-21 13:38:26 main:581] : INFO : Epoch 1703 | loss: 0.0311789 | val_loss: 0.0311862 | Time: 1394.45 ms
[2020-12-21 13:38:27 main:581] : INFO : Epoch 1704 | loss: 0.031182 | val_loss: 0.031188 | Time: 1387.19 ms
[2020-12-21 13:38:28 main:581] : INFO : Epoch 1705 | loss: 0.0311808 | val_loss: 0.0311878 | Time: 1410.48 ms
[2020-12-21 13:38:30 main:581] : INFO : Epoch 1706 | loss: 0.0311785 | val_loss: 0.0311825 | Time: 1398.43 ms
[2020-12-21 13:38:31 main:581] : INFO : Epoch 1707 | loss: 0.031181 | val_loss: 0.0311859 | Time: 1397.54 ms
[2020-12-21 13:38:33 main:581] : INFO : Epoch 1708 | loss: 0.0311784 | val_loss: 0.0311851 | Time: 1383.86 ms
[2020-12-21 13:38:34 main:581] : INFO : Epoch 1709 | loss: 0.0311836 | val_loss: 0.0311885 | Time: 1392.02 ms
[2020-12-21 13:38:35 main:581] : INFO : Epoch 1710 | loss: 0.0311857 | val_loss: 0.0311826 | Time: 1405.26 ms
[2020-12-21 13:38:37 main:581] : INFO : Epoch 1711 | loss: 0.0311811 | val_loss: 0.0311848 | Time: 1401.62 ms
[2020-12-21 13:38:38 main:581] : INFO : Epoch 1712 | loss: 0.031179 | val_loss: 0.0311829 | Time: 1397.75 ms
[2020-12-21 13:38:40 main:581] : INFO : Epoch 1713 | loss: 0.0311783 | val_loss: 0.0311835 | Time: 1396.4 ms
[2020-12-21 13:38:41 main:581] : INFO : Epoch 1714 | loss: 0.0311783 | val_loss: 0.0311817 | Time: 1412.24 ms
[2020-12-21 13:38:42 main:581] : INFO : Epoch 1715 | loss: 0.0311775 | val_loss: 0.031182 | Time: 1392.37 ms
[2020-12-21 13:38:44 main:581] : INFO : Epoch 1716 | loss: 0.0311777 | val_loss: 0.0311827 | Time: 1404.87 ms
[2020-12-21 13:38:45 main:581] : INFO : Epoch 1717 | loss: 0.0311784 | val_loss: 0.0311819 | Time: 1386.7 ms
[2020-12-21 13:38:47 main:581] : INFO : Epoch 1718 | loss: 0.0311814 | val_loss: 0.0311845 | Time: 1382.28 ms
[2020-12-21 13:38:48 main:581] : INFO : Epoch 1719 | loss: 0.0311802 | val_loss: 0.0311866 | Time: 1388.96 ms
[2020-12-21 13:38:49 main:581] : INFO : Epoch 1720 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 1396.76 ms
[2020-12-21 13:38:51 main:581] : INFO : Epoch 1721 | loss: 0.0311779 | val_loss: 0.0311823 | Time: 1404.02 ms
[2020-12-21 13:38:52 main:581] : INFO : Epoch 1722 | loss: 0.0311779 | val_loss: 0.0311834 | Time: 1402.03 ms
[2020-12-21 13:38:54 main:581] : INFO : Epoch 1723 | loss: 0.0311786 | val_loss: 0.0311842 | Time: 1388.55 ms
[2020-12-21 13:38:55 main:581] : INFO : Epoch 1724 | loss: 0.031178 | val_loss: 0.0311825 | Time: 1406.86 ms
[2020-12-21 13:38:56 main:581] : INFO : Epoch 1725 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 1400.63 ms
[2020-12-21 13:38:58 main:581] : INFO : Epoch 1726 | loss: 0.0311778 | val_loss: 0.0311843 | Time: 1415.21 ms
[2020-12-21 13:38:59 main:581] : INFO : Epoch 1727 | loss: 0.0311796 | val_loss: 0.0311828 | Time: 1396.65 ms
[2020-12-21 13:39:01 main:581] : INFO : Epoch 1728 | loss: 0.0311797 | val_loss: 0.0311864 | Time: 1398.95 ms
[2020-12-21 13:39:02 main:581] : INFO : Epoch 1729 | loss: 0.0311787 | val_loss: 0.0311827 | Time: 1395.3 ms
[2020-12-21 13:39:03 main:581] : INFO : Epoch 1730 | loss: 0.031178 | val_loss: 0.0311837 | Time: 1389.36 ms
[2020-12-21 13:39:05 main:581] : INFO : Epoch 1731 | loss: 0.0311792 | val_loss: 0.0311844 | Time: 1403.52 ms
[2020-12-21 13:39:06 main:581] : INFO : Epoch 1732 | loss: 0.0311794 | val_loss: 0.0311831 | Time: 1389.93 ms
[2020-12-21 13:39:08 main:581] : INFO : Epoch 1733 | loss: 0.0311777 | val_loss: 0.0311818 | Time: 1415.52 ms
[2020-12-21 13:39:09 main:581] : INFO : Epoch 1734 | loss: 0.0311771 | val_loss: 0.0311816 | Time: 1389.6 ms
[2020-12-21 13:39:10 main:581] : INFO : Epoch 1735 | loss: 0.0311775 | val_loss: 0.031182 | Time: 1393.66 ms
[2020-12-21 13:39:12 main:581] : INFO : Epoch 1736 | loss: 0.0311775 | val_loss: 0.0311855 | Time: 1379.29 ms
[2020-12-21 13:39:13 main:581] : INFO : Epoch 1737 | loss: 0.0311801 | val_loss: 0.0311847 | Time: 1404.6 ms
[2020-12-21 13:39:15 main:581] : INFO : Epoch 1738 | loss: 0.0311797 | val_loss: 0.031183 | Time: 1428.02 ms
[2020-12-21 13:39:16 main:581] : INFO : Epoch 1739 | loss: 0.0311813 | val_loss: 0.0311867 | Time: 1403.16 ms
[2020-12-21 13:39:17 main:581] : INFO : Epoch 1740 | loss: 0.0311791 | val_loss: 0.0311816 | Time: 1403.57 ms
[2020-12-21 13:39:19 main:581] : INFO : Epoch 1741 | loss: 0.0311783 | val_loss: 0.0311845 | Time: 1399.7 ms
[2020-12-21 13:39:20 main:581] : INFO : Epoch 1742 | loss: 0.0311793 | val_loss: 0.0311818 | Time: 1394.4 ms
[2020-12-21 13:39:22 main:581] : INFO : Epoch 1743 | loss: 0.0311796 | val_loss: 0.0311841 | Time: 1385.76 ms
[2020-12-21 13:39:23 main:581] : INFO : Epoch 1744 | loss: 0.0311788 | val_loss: 0.0311878 | Time: 1402.4 ms
[2020-12-21 13:39:24 main:581] : INFO : Epoch 1745 | loss: 0.0311787 | val_loss: 0.0311819 | Time: 1384.57 ms
[2020-12-21 13:39:26 main:581] : INFO : Epoch 1746 | loss: 0.0311798 | val_loss: 0.0311844 | Time: 1384.91 ms
[2020-12-21 13:39:27 main:581] : INFO : Epoch 1747 | loss: 0.031179 | val_loss: 0.0311839 | Time: 1397.4 ms
[2020-12-21 13:39:29 main:581] : INFO : Epoch 1748 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 1387.92 ms
[2020-12-21 13:39:30 main:581] : INFO : Epoch 1749 | loss: 0.0311783 | val_loss: 0.0311826 | Time: 1404.85 ms
[2020-12-21 13:39:31 main:581] : INFO : Epoch 1750 | loss: 0.0311774 | val_loss: 0.0311816 | Time: 1406.39 ms
[2020-12-21 13:39:33 main:581] : INFO : Epoch 1751 | loss: 0.0311773 | val_loss: 0.031182 | Time: 1385.82 ms
[2020-12-21 13:39:34 main:581] : INFO : Epoch 1752 | loss: 0.0311777 | val_loss: 0.0311842 | Time: 1401.88 ms
[2020-12-21 13:39:36 main:581] : INFO : Epoch 1753 | loss: 0.0311781 | val_loss: 0.0311819 | Time: 1394.19 ms
[2020-12-21 13:39:37 main:581] : INFO : Epoch 1754 | loss: 0.0311798 | val_loss: 0.0311833 | Time: 1401.97 ms
[2020-12-21 13:39:38 main:581] : INFO : Epoch 1755 | loss: 0.0311784 | val_loss: 0.0311841 | Time: 1383 ms
[2020-12-21 13:39:40 main:581] : INFO : Epoch 1756 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 1412.19 ms
[2020-12-21 13:39:41 main:581] : INFO : Epoch 1757 | loss: 0.0311782 | val_loss: 0.0311833 | Time: 1394.9 ms
[2020-12-21 13:39:42 main:581] : INFO : Epoch 1758 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 1390.57 ms
[2020-12-21 13:39:44 main:581] : INFO : Epoch 1759 | loss: 0.0311782 | val_loss: 0.0311822 | Time: 1388.72 ms
[2020-12-21 13:39:45 main:581] : INFO : Epoch 1760 | loss: 0.031178 | val_loss: 0.0311837 | Time: 1389.42 ms
[2020-12-21 13:39:47 main:581] : INFO : Epoch 1761 | loss: 0.0311782 | val_loss: 0.0311822 | Time: 1400.57 ms
[2020-12-21 13:39:48 main:581] : INFO : Epoch 1762 | loss: 0.0311785 | val_loss: 0.0311836 | Time: 1389.84 ms
[2020-12-21 13:39:49 main:581] : INFO : Epoch 1763 | loss: 0.0311777 | val_loss: 0.0311829 | Time: 1409.5 ms
[2020-12-21 13:39:51 main:581] : INFO : Epoch 1764 | loss: 0.0311778 | val_loss: 0.0311831 | Time: 1399.03 ms
[2020-12-21 13:39:52 main:581] : INFO : Epoch 1765 | loss: 0.0311792 | val_loss: 0.0311877 | Time: 1407.84 ms
[2020-12-21 13:39:54 main:581] : INFO : Epoch 1766 | loss: 0.031179 | val_loss: 0.0311842 | Time: 1398.45 ms
[2020-12-21 13:39:55 main:581] : INFO : Epoch 1767 | loss: 0.0311777 | val_loss: 0.0311835 | Time: 1401.56 ms
[2020-12-21 13:39:56 main:581] : INFO : Epoch 1768 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 1392.87 ms
[2020-12-21 13:39:58 main:581] : INFO : Epoch 1769 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 1416.87 ms
[2020-12-21 13:39:59 main:581] : INFO : Epoch 1770 | loss: 0.0311785 | val_loss: 0.0311828 | Time: 1414.14 ms
[2020-12-21 13:40:01 main:581] : INFO : Epoch 1771 | loss: 0.031178 | val_loss: 0.0311817 | Time: 1397.03 ms
[2020-12-21 13:40:02 main:581] : INFO : Epoch 1772 | loss: 0.031178 | val_loss: 0.031187 | Time: 1386.74 ms
[2020-12-21 13:40:03 main:581] : INFO : Epoch 1773 | loss: 0.0311789 | val_loss: 0.0311836 | Time: 1385.52 ms
[2020-12-21 13:40:05 main:581] : INFO : Epoch 1774 | loss: 0.0311782 | val_loss: 0.0311829 | Time: 1393.23 ms
[2020-12-21 13:40:06 main:581] : INFO : Epoch 1775 | loss: 0.0311781 | val_loss: 0.0311836 | Time: 1386.4 ms
[2020-12-21 13:40:08 main:581] : INFO : Epoch 1776 | loss: 0.0311773 | val_loss: 0.0311826 | Time: 1386 ms
[2020-12-21 13:40:09 main:581] : INFO : Epoch 1777 | loss: 0.0311778 | val_loss: 0.0311844 | Time: 1412.85 ms
[2020-12-21 13:40:10 main:581] : INFO : Epoch 1778 | loss: 0.0311779 | val_loss: 0.0311908 | Time: 1389.63 ms
[2020-12-21 13:40:12 main:581] : INFO : Epoch 1779 | loss: 0.0311785 | val_loss: 0.0311843 | Time: 1395.09 ms
[2020-12-21 13:40:13 main:581] : INFO : Epoch 1780 | loss: 0.0311777 | val_loss: 0.0311828 | Time: 1390.53 ms
[2020-12-21 13:40:15 main:581] : INFO : Epoch 1781 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 1391.17 ms
[2020-12-21 13:40:16 main:581] : INFO : Epoch 1782 | loss: 0.0311783 | val_loss: 0.0311824 | Time: 1395.87 ms
[2020-12-21 13:40:17 main:581] : INFO : Epoch 1783 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 1396.42 ms
[2020-12-21 13:40:19 main:581] : INFO : Epoch 1784 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 1394.35 ms
[2020-12-21 13:40:20 main:581] : INFO : Epoch 1785 | loss: 0.0311773 | val_loss: 0.0311817 | Time: 1406.9 ms
[2020-12-21 13:40:22 main:581] : INFO : Epoch 1786 | loss: 0.0311773 | val_loss: 0.0311835 | Time: 1395.99 ms
[2020-12-21 13:40:23 main:581] : INFO : Epoch 1787 | loss: 0.0311776 | val_loss: 0.0311822 | Time: 1399.05 ms
[2020-12-21 13:40:24 main:581] : INFO : Epoch 1788 | loss: 0.0311772 | val_loss: 0.0311894 | Time: 1391.23 ms
[2020-12-21 13:40:26 main:581] : INFO : Epoch 1789 | loss: 0.0311792 | val_loss: 0.0311851 | Time: 1395.04 ms
[2020-12-21 13:40:27 main:581] : INFO : Epoch 1790 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 1399.06 ms
[2020-12-21 13:40:29 main:581] : INFO : Epoch 1791 | loss: 0.031178 | val_loss: 0.0311822 | Time: 1416.65 ms
[2020-12-21 13:40:30 main:581] : INFO : Epoch 1792 | loss: 0.0311798 | val_loss: 0.0311847 | Time: 1383.18 ms
[2020-12-21 13:40:31 main:581] : INFO : Epoch 1793 | loss: 0.0311794 | val_loss: 0.0311821 | Time: 1402.55 ms
[2020-12-21 13:40:33 main:581] : INFO : Epoch 1794 | loss: 0.0311774 | val_loss: 0.0311819 | Time: 1410.62 ms
[2020-12-21 13:40:34 main:581] : INFO : Epoch 1795 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 1416.66 ms
[2020-12-21 13:40:36 main:581] : INFO : Epoch 1796 | loss: 0.0311775 | val_loss: 0.0311832 | Time: 1387.62 ms
[2020-12-21 13:40:37 main:581] : INFO : Epoch 1797 | loss: 0.031178 | val_loss: 0.0311837 | Time: 1383.51 ms
[2020-12-21 13:40:38 main:581] : INFO : Epoch 1798 | loss: 0.0311778 | val_loss: 0.0311817 | Time: 1397.57 ms
[2020-12-21 13:40:40 main:581] : INFO : Epoch 1799 | loss: 0.0311772 | val_loss: 0.0311874 | Time: 1390.39 ms
[2020-12-21 13:40:41 main:581] : INFO : Epoch 1800 | loss: 0.0311809 | val_loss: 0.0311869 | Time: 1386.8 ms
[2020-12-21 13:40:43 main:581] : INFO : Epoch 1801 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 1381.98 ms
[2020-12-21 13:40:44 main:581] : INFO : Epoch 1802 | loss: 0.0311783 | val_loss: 0.0311832 | Time: 1381.95 ms
[2020-12-21 13:40:45 main:581] : INFO : Epoch 1803 | loss: 0.031178 | val_loss: 0.0311821 | Time: 1388.92 ms
[2020-12-21 13:40:47 main:581] : INFO : Epoch 1804 | loss: 0.0311789 | val_loss: 0.0311836 | Time: 1383.87 ms
[2020-12-21 13:40:48 main:581] : INFO : Epoch 1805 | loss: 0.0311786 | val_loss: 0.031185 | Time: 1398.74 ms
[2020-12-21 13:40:49 main:581] : INFO : Epoch 1806 | loss: 0.0311799 | val_loss: 0.0311831 | Time: 1387.34 ms
[2020-12-21 13:40:51 main:581] : INFO : Epoch 1807 | loss: 0.0311776 | val_loss: 0.0311819 | Time: 1389.88 ms
[2020-12-21 13:40:52 main:581] : INFO : Epoch 1808 | loss: 0.0311775 | val_loss: 0.0311828 | Time: 1387.45 ms
[2020-12-21 13:40:54 main:581] : INFO : Epoch 1809 | loss: 0.0311774 | val_loss: 0.0311833 | Time: 1401.3 ms
[2020-12-21 13:40:55 main:581] : INFO : Epoch 1810 | loss: 0.031179 | val_loss: 0.0311832 | Time: 1390.77 ms
[2020-12-21 13:40:56 main:581] : INFO : Epoch 1811 | loss: 0.031179 | val_loss: 0.0311841 | Time: 1388.95 ms
[2020-12-21 13:40:58 main:581] : INFO : Epoch 1812 | loss: 0.0311787 | val_loss: 0.0311865 | Time: 1384.1 ms
[2020-12-21 13:40:59 main:581] : INFO : Epoch 1813 | loss: 0.0311802 | val_loss: 0.0311869 | Time: 1385.25 ms
[2020-12-21 13:41:01 main:581] : INFO : Epoch 1814 | loss: 0.0311793 | val_loss: 0.0311839 | Time: 1390.15 ms
[2020-12-21 13:41:02 main:581] : INFO : Epoch 1815 | loss: 0.0311814 | val_loss: 0.0311929 | Time: 1399.93 ms
[2020-12-21 13:41:03 main:581] : INFO : Epoch 1816 | loss: 0.0311858 | val_loss: 0.0311889 | Time: 1396.51 ms
[2020-12-21 13:41:05 main:581] : INFO : Epoch 1817 | loss: 0.0311865 | val_loss: 0.031189 | Time: 1400.99 ms
[2020-12-21 13:41:06 main:581] : INFO : Epoch 1818 | loss: 0.0311885 | val_loss: 0.0312361 | Time: 1382.05 ms
[2020-12-21 13:41:08 main:581] : INFO : Epoch 1819 | loss: 0.0335481 | val_loss: 0.0348598 | Time: 1406.08 ms
[2020-12-21 13:41:09 main:581] : INFO : Epoch 1820 | loss: 0.0340929 | val_loss: 0.0315767 | Time: 1391.73 ms
[2020-12-21 13:41:10 main:581] : INFO : Epoch 1821 | loss: 0.031686 | val_loss: 0.0313947 | Time: 1404.15 ms
[2020-12-21 13:41:12 main:581] : INFO : Epoch 1822 | loss: 0.0312738 | val_loss: 0.0312151 | Time: 1402.71 ms
[2020-12-21 13:41:13 main:581] : INFO : Epoch 1823 | loss: 0.0311996 | val_loss: 0.0311937 | Time: 1392.11 ms
[2020-12-21 13:41:15 main:581] : INFO : Epoch 1824 | loss: 0.0311888 | val_loss: 0.031189 | Time: 1397.54 ms
[2020-12-21 13:41:16 main:581] : INFO : Epoch 1825 | loss: 0.0311833 | val_loss: 0.0311854 | Time: 1413.32 ms
[2020-12-21 13:41:17 main:581] : INFO : Epoch 1826 | loss: 0.0311815 | val_loss: 0.031185 | Time: 1410.02 ms
[2020-12-21 13:41:19 main:581] : INFO : Epoch 1827 | loss: 0.0311804 | val_loss: 0.0311839 | Time: 1380.22 ms
[2020-12-21 13:41:20 main:581] : INFO : Epoch 1828 | loss: 0.0311795 | val_loss: 0.0311847 | Time: 1432.64 ms
[2020-12-21 13:41:22 main:581] : INFO : Epoch 1829 | loss: 0.0311798 | val_loss: 0.0311839 | Time: 1424.54 ms
[2020-12-21 13:41:23 main:581] : INFO : Epoch 1830 | loss: 0.0311791 | val_loss: 0.0311834 | Time: 1430.74 ms
[2020-12-21 13:41:24 main:581] : INFO : Epoch 1831 | loss: 0.0311782 | val_loss: 0.0311823 | Time: 1420.25 ms
[2020-12-21 13:41:26 main:581] : INFO : Epoch 1832 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 1432.63 ms
[2020-12-21 13:41:27 main:581] : INFO : Epoch 1833 | loss: 0.031179 | val_loss: 0.0311825 | Time: 1416.42 ms
[2020-12-21 13:41:29 main:581] : INFO : Epoch 1834 | loss: 0.031179 | val_loss: 0.0311825 | Time: 1454.23 ms
[2020-12-21 13:41:30 main:581] : INFO : Epoch 1835 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 1468.37 ms
[2020-12-21 13:41:32 main:581] : INFO : Epoch 1836 | loss: 0.031178 | val_loss: 0.0311827 | Time: 1502.56 ms
[2020-12-21 13:41:33 main:581] : INFO : Epoch 1837 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 1489.33 ms
[2020-12-21 13:41:35 main:581] : INFO : Epoch 1838 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 1498.55 ms
[2020-12-21 13:41:36 main:581] : INFO : Epoch 1839 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 1415.3 ms
[2020-12-21 13:41:38 main:581] : INFO : Epoch 1840 | loss: 0.031177 | val_loss: 0.0311826 | Time: 1433.2 ms
[2020-12-21 13:41:39 main:581] : INFO : Epoch 1841 | loss: 0.0311772 | val_loss: 0.0311837 | Time: 1413.02 ms
[2020-12-21 13:41:40 main:581] : INFO : Epoch 1842 | loss: 0.0311779 | val_loss: 0.0311837 | Time: 1415.35 ms
[2020-12-21 13:41:42 main:581] : INFO : Epoch 1843 | loss: 0.0311778 | val_loss: 0.0311816 | Time: 1403.4 ms
[2020-12-21 13:41:43 main:581] : INFO : Epoch 1844 | loss: 0.0311771 | val_loss: 0.0311837 | Time: 1418.16 ms
[2020-12-21 13:41:45 main:581] : INFO : Epoch 1845 | loss: 0.0311782 | val_loss: 0.031182 | Time: 1463.62 ms
[2020-12-21 13:41:46 main:581] : INFO : Epoch 1846 | loss: 0.0311787 | val_loss: 0.0311872 | Time: 1481.92 ms
[2020-12-21 13:41:48 main:581] : INFO : Epoch 1847 | loss: 0.0311796 | val_loss: 0.0311817 | Time: 1501.21 ms
[2020-12-21 13:41:49 main:581] : INFO : Epoch 1848 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 1489.11 ms
[2020-12-21 13:41:51 main:581] : INFO : Epoch 1849 | loss: 0.0311777 | val_loss: 0.031183 | Time: 1462.89 ms
[2020-12-21 13:41:52 main:581] : INFO : Epoch 1850 | loss: 0.031177 | val_loss: 0.0311815 | Time: 1469.61 ms
[2020-12-21 13:41:54 main:581] : INFO : Epoch 1851 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 1478.73 ms
[2020-12-21 13:41:55 main:581] : INFO : Epoch 1852 | loss: 0.0311783 | val_loss: 0.0311869 | Time: 1498.38 ms
[2020-12-21 13:41:57 main:581] : INFO : Epoch 1853 | loss: 0.031179 | val_loss: 0.0311817 | Time: 1478.51 ms
[2020-12-21 13:41:58 main:581] : INFO : Epoch 1854 | loss: 0.0311781 | val_loss: 0.0311854 | Time: 1446.47 ms
[2020-12-21 13:41:59 main:581] : INFO : Epoch 1855 | loss: 0.0311791 | val_loss: 0.0311818 | Time: 1417.38 ms
[2020-12-21 13:42:01 main:581] : INFO : Epoch 1856 | loss: 0.0311778 | val_loss: 0.0311852 | Time: 1425.6 ms
[2020-12-21 13:42:02 main:581] : INFO : Epoch 1857 | loss: 0.0311794 | val_loss: 0.0311889 | Time: 1419.38 ms
[2020-12-21 13:42:04 main:581] : INFO : Epoch 1858 | loss: 0.0311805 | val_loss: 0.0311837 | Time: 1430.39 ms
[2020-12-21 13:42:05 main:581] : INFO : Epoch 1859 | loss: 0.0311775 | val_loss: 0.0311817 | Time: 1446.39 ms
[2020-12-21 13:42:07 main:581] : INFO : Epoch 1860 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 1474.77 ms
[2020-12-21 13:42:08 main:581] : INFO : Epoch 1861 | loss: 0.0311783 | val_loss: 0.0311831 | Time: 1541.01 ms
[2020-12-21 13:42:10 main:581] : INFO : Epoch 1862 | loss: 0.0311779 | val_loss: 0.0311838 | Time: 1431.5 ms
[2020-12-21 13:42:11 main:581] : INFO : Epoch 1863 | loss: 0.0311794 | val_loss: 0.0311833 | Time: 1465.99 ms
[2020-12-21 13:42:13 main:581] : INFO : Epoch 1864 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 1455.41 ms
[2020-12-21 13:42:14 main:581] : INFO : Epoch 1865 | loss: 0.031177 | val_loss: 0.0311824 | Time: 1463.37 ms
[2020-12-21 13:42:15 main:581] : INFO : Epoch 1866 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 1459.1 ms
[2020-12-21 13:42:17 main:581] : INFO : Epoch 1867 | loss: 0.031177 | val_loss: 0.031183 | Time: 1457.25 ms
[2020-12-21 13:42:18 main:581] : INFO : Epoch 1868 | loss: 0.0311769 | val_loss: 0.0311821 | Time: 1431.71 ms
[2020-12-21 13:42:20 main:581] : INFO : Epoch 1869 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 1442.06 ms
[2020-12-21 13:42:21 main:581] : INFO : Epoch 1870 | loss: 0.0311775 | val_loss: 0.031184 | Time: 1451.14 ms
[2020-12-21 13:42:23 main:581] : INFO : Epoch 1871 | loss: 0.0311778 | val_loss: 0.0311834 | Time: 1448.89 ms
[2020-12-21 13:42:24 main:581] : INFO : Epoch 1872 | loss: 0.0311775 | val_loss: 0.031182 | Time: 1458.49 ms
[2020-12-21 13:42:26 main:581] : INFO : Epoch 1873 | loss: 0.0311768 | val_loss: 0.031182 | Time: 1461.59 ms
[2020-12-21 13:42:27 main:581] : INFO : Epoch 1874 | loss: 0.0311788 | val_loss: 0.0311819 | Time: 1451.56 ms
[2020-12-21 13:42:29 main:581] : INFO : Epoch 1875 | loss: 0.0311772 | val_loss: 0.0311833 | Time: 1473.73 ms
[2020-12-21 13:42:30 main:581] : INFO : Epoch 1876 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 1442.33 ms
[2020-12-21 13:42:31 main:581] : INFO : Epoch 1877 | loss: 0.0311771 | val_loss: 0.0311831 | Time: 1440.11 ms
[2020-12-21 13:42:33 main:581] : INFO : Epoch 1878 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 1447.66 ms
[2020-12-21 13:42:34 main:581] : INFO : Epoch 1879 | loss: 0.0311778 | val_loss: 0.0311822 | Time: 1412.28 ms
[2020-12-21 13:42:36 main:581] : INFO : Epoch 1880 | loss: 0.0311782 | val_loss: 0.0311887 | Time: 1454.64 ms
[2020-12-21 13:42:37 main:581] : INFO : Epoch 1881 | loss: 0.0311785 | val_loss: 0.0311828 | Time: 1419.11 ms
[2020-12-21 13:42:39 main:581] : INFO : Epoch 1882 | loss: 0.0311771 | val_loss: 0.0311815 | Time: 1412.25 ms
[2020-12-21 13:42:40 main:581] : INFO : Epoch 1883 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 1421.78 ms
[2020-12-21 13:42:41 main:581] : INFO : Epoch 1884 | loss: 0.0311785 | val_loss: 0.031182 | Time: 1418.11 ms
[2020-12-21 13:42:43 main:581] : INFO : Epoch 1885 | loss: 0.0311769 | val_loss: 0.031182 | Time: 1418.49 ms
[2020-12-21 13:42:44 main:581] : INFO : Epoch 1886 | loss: 0.0311773 | val_loss: 0.0311864 | Time: 1417.51 ms
[2020-12-21 13:42:46 main:581] : INFO : Epoch 1887 | loss: 0.0311797 | val_loss: 0.0311823 | Time: 1451.1 ms
[2020-12-21 13:42:47 main:581] : INFO : Epoch 1888 | loss: 0.0311781 | val_loss: 0.0311819 | Time: 1389.83 ms
[2020-12-21 13:42:49 main:581] : INFO : Epoch 1889 | loss: 0.0311766 | val_loss: 0.0311819 | Time: 1418.07 ms
[2020-12-21 13:42:50 main:581] : INFO : Epoch 1890 | loss: 0.031177 | val_loss: 0.0311832 | Time: 1410.87 ms
[2020-12-21 13:42:51 main:581] : INFO : Epoch 1891 | loss: 0.0311778 | val_loss: 0.0311819 | Time: 1412.86 ms
[2020-12-21 13:42:53 main:581] : INFO : Epoch 1892 | loss: 0.0311779 | val_loss: 0.0311829 | Time: 1409.77 ms
[2020-12-21 13:42:54 main:581] : INFO : Epoch 1893 | loss: 0.0311789 | val_loss: 0.0311821 | Time: 1432.76 ms
[2020-12-21 13:42:56 main:581] : INFO : Epoch 1894 | loss: 0.0311777 | val_loss: 0.0311828 | Time: 1415.75 ms
[2020-12-21 13:42:57 main:581] : INFO : Epoch 1895 | loss: 0.0311771 | val_loss: 0.0311851 | Time: 1397.56 ms
[2020-12-21 13:42:58 main:581] : INFO : Epoch 1896 | loss: 0.0311784 | val_loss: 0.031185 | Time: 1418.8 ms
[2020-12-21 13:43:00 main:581] : INFO : Epoch 1897 | loss: 0.0311774 | val_loss: 0.0311825 | Time: 1405.03 ms
[2020-12-21 13:43:01 main:581] : INFO : Epoch 1898 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 1401.61 ms
[2020-12-21 13:43:03 main:581] : INFO : Epoch 1899 | loss: 0.0311782 | val_loss: 0.0311816 | Time: 1414.58 ms
[2020-12-21 13:43:04 main:581] : INFO : Epoch 1900 | loss: 0.0311773 | val_loss: 0.031182 | Time: 1408.72 ms
[2020-12-21 13:43:05 main:581] : INFO : Epoch 1901 | loss: 0.0311775 | val_loss: 0.0311849 | Time: 1395.64 ms
[2020-12-21 13:43:07 main:581] : INFO : Epoch 1902 | loss: 0.0311772 | val_loss: 0.0311826 | Time: 1403.51 ms
[2020-12-21 13:43:08 main:581] : INFO : Epoch 1903 | loss: 0.0311769 | val_loss: 0.031183 | Time: 1415.96 ms
[2020-12-21 13:43:10 main:581] : INFO : Epoch 1904 | loss: 0.0311778 | val_loss: 0.0311833 | Time: 1429.22 ms
[2020-12-21 13:43:11 main:581] : INFO : Epoch 1905 | loss: 0.0311771 | val_loss: 0.0311823 | Time: 1438.78 ms
[2020-12-21 13:43:13 main:581] : INFO : Epoch 1906 | loss: 0.0311768 | val_loss: 0.031182 | Time: 1439.12 ms
[2020-12-21 13:43:14 main:581] : INFO : Epoch 1907 | loss: 0.0311768 | val_loss: 0.0311824 | Time: 1374.58 ms
[2020-12-21 13:43:15 main:581] : INFO : Epoch 1908 | loss: 0.0311767 | val_loss: 0.0311824 | Time: 1396.27 ms
[2020-12-21 13:43:17 main:581] : INFO : Epoch 1909 | loss: 0.0311767 | val_loss: 0.0311822 | Time: 1424.12 ms
[2020-12-21 13:43:18 main:581] : INFO : Epoch 1910 | loss: 0.0311776 | val_loss: 0.0311814 | Time: 1441.13 ms
[2020-12-21 13:43:20 main:581] : INFO : Epoch 1911 | loss: 0.0311772 | val_loss: 0.0311814 | Time: 1406.31 ms
[2020-12-21 13:43:21 main:581] : INFO : Epoch 1912 | loss: 0.0311768 | val_loss: 0.0311816 | Time: 1424.48 ms
[2020-12-21 13:43:22 main:581] : INFO : Epoch 1913 | loss: 0.0311769 | val_loss: 0.0311828 | Time: 1433.68 ms
[2020-12-21 13:43:24 main:581] : INFO : Epoch 1914 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 1417.23 ms
[2020-12-21 13:43:25 main:581] : INFO : Epoch 1915 | loss: 0.0311793 | val_loss: 0.0311815 | Time: 1424.01 ms
[2020-12-21 13:43:27 main:581] : INFO : Epoch 1916 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 1409.99 ms
[2020-12-21 13:43:28 main:581] : INFO : Epoch 1917 | loss: 0.0311774 | val_loss: 0.0311838 | Time: 1457.61 ms
[2020-12-21 13:43:30 main:581] : INFO : Epoch 1918 | loss: 0.0311774 | val_loss: 0.0311835 | Time: 1437.13 ms
[2020-12-21 13:43:31 main:581] : INFO : Epoch 1919 | loss: 0.0311777 | val_loss: 0.0311831 | Time: 1421.86 ms
[2020-12-21 13:43:32 main:581] : INFO : Epoch 1920 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 1439.92 ms
[2020-12-21 13:43:34 main:581] : INFO : Epoch 1921 | loss: 0.0311779 | val_loss: 0.0311831 | Time: 1441.07 ms
[2020-12-21 13:43:35 main:581] : INFO : Epoch 1922 | loss: 0.0311772 | val_loss: 0.0311824 | Time: 1433.49 ms
[2020-12-21 13:43:37 main:581] : INFO : Epoch 1923 | loss: 0.0311767 | val_loss: 0.0311831 | Time: 1422.26 ms
[2020-12-21 13:43:38 main:581] : INFO : Epoch 1924 | loss: 0.0311791 | val_loss: 0.0311847 | Time: 1409.28 ms
[2020-12-21 13:43:40 main:581] : INFO : Epoch 1925 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 1421.01 ms
[2020-12-21 13:43:41 main:581] : INFO : Epoch 1926 | loss: 0.031178 | val_loss: 0.0311822 | Time: 1430.08 ms
[2020-12-21 13:43:42 main:581] : INFO : Epoch 1927 | loss: 0.031178 | val_loss: 0.031185 | Time: 1417.13 ms
[2020-12-21 13:43:44 main:581] : INFO : Epoch 1928 | loss: 0.031179 | val_loss: 0.0311844 | Time: 1414.28 ms
[2020-12-21 13:43:45 main:581] : INFO : Epoch 1929 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 1426.12 ms
[2020-12-21 13:43:47 main:581] : INFO : Epoch 1930 | loss: 0.0311775 | val_loss: 0.0311823 | Time: 1409.36 ms
[2020-12-21 13:43:48 main:581] : INFO : Epoch 1931 | loss: 0.0311776 | val_loss: 0.0311827 | Time: 1418.02 ms
[2020-12-21 13:43:50 main:581] : INFO : Epoch 1932 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 1422.05 ms
[2020-12-21 13:43:51 main:581] : INFO : Epoch 1933 | loss: 0.0311771 | val_loss: 0.0311847 | Time: 1425.08 ms
[2020-12-21 13:43:52 main:581] : INFO : Epoch 1934 | loss: 0.0311771 | val_loss: 0.0311849 | Time: 1437.99 ms
[2020-12-21 13:43:54 main:581] : INFO : Epoch 1935 | loss: 0.0311784 | val_loss: 0.0311847 | Time: 1416.31 ms
[2020-12-21 13:43:55 main:581] : INFO : Epoch 1936 | loss: 0.0311785 | val_loss: 0.0311819 | Time: 1417.57 ms
[2020-12-21 13:43:57 main:581] : INFO : Epoch 1937 | loss: 0.0311791 | val_loss: 0.0311832 | Time: 1414.87 ms
[2020-12-21 13:43:58 main:581] : INFO : Epoch 1938 | loss: 0.0311782 | val_loss: 0.0311856 | Time: 1422.41 ms
[2020-12-21 13:44:00 main:581] : INFO : Epoch 1939 | loss: 0.0311787 | val_loss: 0.0311835 | Time: 1454.61 ms
[2020-12-21 13:44:01 main:581] : INFO : Epoch 1940 | loss: 0.0311785 | val_loss: 0.0311849 | Time: 1415.45 ms
[2020-12-21 13:44:02 main:581] : INFO : Epoch 1941 | loss: 0.0311796 | val_loss: 0.0311819 | Time: 1417.53 ms
[2020-12-21 13:44:04 main:581] : INFO : Epoch 1942 | loss: 0.0311771 | val_loss: 0.0311819 | Time: 1403.89 ms
[2020-12-21 13:44:05 main:581] : INFO : Epoch 1943 | loss: 0.0311771 | val_loss: 0.031183 | Time: 1440.92 ms
[2020-12-21 13:44:07 main:581] : INFO : Epoch 1944 | loss: 0.0311773 | val_loss: 0.0311839 | Time: 1440.85 ms
[2020-12-21 13:44:08 main:581] : INFO : Epoch 1945 | loss: 0.031178 | val_loss: 0.0311852 | Time: 1407.03 ms
[2020-12-21 13:44:09 main:581] : INFO : Epoch 1946 | loss: 0.0311774 | val_loss: 0.0311842 | Time: 1426.02 ms
[2020-12-21 13:44:11 main:581] : INFO : Epoch 1947 | loss: 0.031178 | val_loss: 0.0311858 | Time: 1435 ms
[2020-12-21 13:44:12 main:581] : INFO : Epoch 1948 | loss: 0.0311803 | val_loss: 0.0311847 | Time: 1438.92 ms
[2020-12-21 13:44:14 main:581] : INFO : Epoch 1949 | loss: 0.0311774 | val_loss: 0.0311839 | Time: 1442.72 ms
[2020-12-21 13:44:15 main:581] : INFO : Epoch 1950 | loss: 0.0311774 | val_loss: 0.0311827 | Time: 1432.42 ms
[2020-12-21 13:44:17 main:581] : INFO : Epoch 1951 | loss: 0.0311772 | val_loss: 0.0311835 | Time: 1437.75 ms
[2020-12-21 13:44:18 main:581] : INFO : Epoch 1952 | loss: 0.0311772 | val_loss: 0.0311824 | Time: 1419.93 ms
[2020-12-21 13:44:20 main:581] : INFO : Epoch 1953 | loss: 0.0311771 | val_loss: 0.0311827 | Time: 1425.75 ms
[2020-12-21 13:44:21 main:581] : INFO : Epoch 1954 | loss: 0.031179 | val_loss: 0.0311864 | Time: 1474.52 ms
[2020-12-21 13:44:22 main:581] : INFO : Epoch 1955 | loss: 0.031178 | val_loss: 0.031183 | Time: 1441.27 ms
[2020-12-21 13:44:24 main:581] : INFO : Epoch 1956 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 1468.7 ms
[2020-12-21 13:44:25 main:581] : INFO : Epoch 1957 | loss: 0.0311789 | val_loss: 0.031184 | Time: 1422.06 ms
[2020-12-21 13:44:27 main:581] : INFO : Epoch 1958 | loss: 0.0311791 | val_loss: 0.0311856 | Time: 1401.89 ms
[2020-12-21 13:44:28 main:581] : INFO : Epoch 1959 | loss: 0.03118 | val_loss: 0.0311851 | Time: 1423.06 ms
[2020-12-21 13:44:30 main:581] : INFO : Epoch 1960 | loss: 0.0311779 | val_loss: 0.0311828 | Time: 1425.6 ms
[2020-12-21 13:44:31 main:581] : INFO : Epoch 1961 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 1432.59 ms
[2020-12-21 13:44:32 main:581] : INFO : Epoch 1962 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 1423.21 ms
[2020-12-21 13:44:34 main:581] : INFO : Epoch 1963 | loss: 0.0311768 | val_loss: 0.0311817 | Time: 1413.74 ms
[2020-12-21 13:44:35 main:581] : INFO : Epoch 1964 | loss: 0.031177 | val_loss: 0.0311823 | Time: 1422.59 ms
[2020-12-21 13:44:37 main:581] : INFO : Epoch 1965 | loss: 0.0311777 | val_loss: 0.031184 | Time: 1401.79 ms
[2020-12-21 13:44:38 main:581] : INFO : Epoch 1966 | loss: 0.0311773 | val_loss: 0.0311819 | Time: 1404.14 ms
[2020-12-21 13:44:39 main:581] : INFO : Epoch 1967 | loss: 0.031178 | val_loss: 0.031183 | Time: 1409.96 ms
[2020-12-21 13:44:41 main:581] : INFO : Epoch 1968 | loss: 0.0311792 | val_loss: 0.0311831 | Time: 1393.6 ms
[2020-12-21 13:44:42 main:581] : INFO : Epoch 1969 | loss: 0.031178 | val_loss: 0.0311829 | Time: 1406.81 ms
[2020-12-21 13:44:44 main:581] : INFO : Epoch 1970 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 1391.55 ms
[2020-12-21 13:44:45 main:581] : INFO : Epoch 1971 | loss: 0.0311773 | val_loss: 0.0311822 | Time: 1388.93 ms
[2020-12-21 13:44:46 main:581] : INFO : Epoch 1972 | loss: 0.0311767 | val_loss: 0.0311826 | Time: 1415.77 ms
[2020-12-21 13:44:48 main:581] : INFO : Epoch 1973 | loss: 0.0311772 | val_loss: 0.0311826 | Time: 1401.46 ms
[2020-12-21 13:44:49 main:581] : INFO : Epoch 1974 | loss: 0.031177 | val_loss: 0.0311822 | Time: 1407.75 ms
[2020-12-21 13:44:51 main:581] : INFO : Epoch 1975 | loss: 0.0311772 | val_loss: 0.0311841 | Time: 1409.59 ms
[2020-12-21 13:44:52 main:581] : INFO : Epoch 1976 | loss: 0.031177 | val_loss: 0.0311825 | Time: 1390.36 ms
[2020-12-21 13:44:54 main:581] : INFO : Epoch 1977 | loss: 0.0311776 | val_loss: 0.031183 | Time: 1419.26 ms
[2020-12-21 13:44:55 main:581] : INFO : Epoch 1978 | loss: 0.0311781 | val_loss: 0.031182 | Time: 1399.79 ms
[2020-12-21 13:44:56 main:581] : INFO : Epoch 1979 | loss: 0.031177 | val_loss: 0.0311835 | Time: 1427.21 ms
[2020-12-21 13:44:58 main:581] : INFO : Epoch 1980 | loss: 0.0311771 | val_loss: 0.0311833 | Time: 1430.99 ms
[2020-12-21 13:44:59 main:581] : INFO : Epoch 1981 | loss: 0.0311794 | val_loss: 0.0311839 | Time: 1408.34 ms
[2020-12-21 13:45:01 main:581] : INFO : Epoch 1982 | loss: 0.0311775 | val_loss: 0.0311856 | Time: 1409.57 ms
[2020-12-21 13:45:02 main:581] : INFO : Epoch 1983 | loss: 0.0311791 | val_loss: 0.0311847 | Time: 1411.39 ms
[2020-12-21 13:45:03 main:581] : INFO : Epoch 1984 | loss: 0.0311781 | val_loss: 0.0311828 | Time: 1401.93 ms
[2020-12-21 13:45:05 main:581] : INFO : Epoch 1985 | loss: 0.0311782 | val_loss: 0.0311872 | Time: 1427.86 ms
[2020-12-21 13:45:06 main:581] : INFO : Epoch 1986 | loss: 0.0311804 | val_loss: 0.0311833 | Time: 1402.33 ms
[2020-12-21 13:45:08 main:581] : INFO : Epoch 1987 | loss: 0.0311809 | val_loss: 0.0311852 | Time: 1398.26 ms
[2020-12-21 13:45:09 main:581] : INFO : Epoch 1988 | loss: 0.0311788 | val_loss: 0.0311843 | Time: 1425.18 ms
[2020-12-21 13:45:10 main:581] : INFO : Epoch 1989 | loss: 0.0311781 | val_loss: 0.0311856 | Time: 1425.21 ms
[2020-12-21 13:45:12 main:581] : INFO : Epoch 1990 | loss: 0.0311792 | val_loss: 0.0311825 | Time: 1439.05 ms
[2020-12-21 13:45:13 main:581] : INFO : Epoch 1991 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 1450.05 ms
[2020-12-21 13:45:15 main:581] : INFO : Epoch 1992 | loss: 0.0311786 | val_loss: 0.0311849 | Time: 1400.16 ms
[2020-12-21 13:45:16 main:581] : INFO : Epoch 1993 | loss: 0.0311786 | val_loss: 0.0311843 | Time: 1410.38 ms
[2020-12-21 13:45:18 main:581] : INFO : Epoch 1994 | loss: 0.0311784 | val_loss: 0.0311847 | Time: 1452.61 ms
[2020-12-21 13:45:19 main:581] : INFO : Epoch 1995 | loss: 0.0311783 | val_loss: 0.0311848 | Time: 1480.16 ms
[2020-12-21 13:45:21 main:581] : INFO : Epoch 1996 | loss: 0.0311788 | val_loss: 0.0311829 | Time: 1449.24 ms
[2020-12-21 13:45:22 main:581] : INFO : Epoch 1997 | loss: 0.0311773 | val_loss: 0.0311831 | Time: 1423.84 ms
[2020-12-21 13:45:23 main:581] : INFO : Epoch 1998 | loss: 0.0311818 | val_loss: 0.0311829 | Time: 1430.37 ms
[2020-12-21 13:45:25 main:581] : INFO : Epoch 1999 | loss: 0.0311788 | val_loss: 0.0311838 | Time: 1427.53 ms
[2020-12-21 13:45:26 main:581] : INFO : Epoch 2000 | loss: 0.0311782 | val_loss: 0.0311819 | Time: 1443.24 ms
[2020-12-21 13:45:28 main:581] : INFO : Epoch 2001 | loss: 0.031178 | val_loss: 0.0311823 | Time: 1412.5 ms
[2020-12-21 13:45:29 main:581] : INFO : Epoch 2002 | loss: 0.0311787 | val_loss: 0.031184 | Time: 1421.39 ms
[2020-12-21 13:45:31 main:581] : INFO : Epoch 2003 | loss: 0.0311778 | val_loss: 0.0311832 | Time: 1433.69 ms
[2020-12-21 13:45:32 main:581] : INFO : Epoch 2004 | loss: 0.0311772 | val_loss: 0.0311816 | Time: 1419.69 ms
[2020-12-21 13:45:33 main:581] : INFO : Epoch 2005 | loss: 0.031177 | val_loss: 0.0311818 | Time: 1441.6 ms
[2020-12-21 13:45:35 main:581] : INFO : Epoch 2006 | loss: 0.031177 | val_loss: 0.0311833 | Time: 1451.15 ms
[2020-12-21 13:45:36 main:581] : INFO : Epoch 2007 | loss: 0.0311785 | val_loss: 0.0311873 | Time: 1454.15 ms
[2020-12-21 13:45:38 main:581] : INFO : Epoch 2008 | loss: 0.0311782 | val_loss: 0.0311819 | Time: 1454.32 ms
[2020-12-21 13:45:39 main:581] : INFO : Epoch 2009 | loss: 0.0311781 | val_loss: 0.0311824 | Time: 1468.54 ms
[2020-12-21 13:45:41 main:581] : INFO : Epoch 2010 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 1439.82 ms
[2020-12-21 13:45:42 main:581] : INFO : Epoch 2011 | loss: 0.0311771 | val_loss: 0.0311827 | Time: 1432.57 ms
[2020-12-21 13:45:44 main:581] : INFO : Epoch 2012 | loss: 0.0311779 | val_loss: 0.0311821 | Time: 1448.51 ms
[2020-12-21 13:45:45 main:581] : INFO : Epoch 2013 | loss: 0.0311784 | val_loss: 0.0311892 | Time: 1454.84 ms
[2020-12-21 13:45:46 main:581] : INFO : Epoch 2014 | loss: 0.031179 | val_loss: 0.0311818 | Time: 1436.8 ms
[2020-12-21 13:45:48 main:581] : INFO : Epoch 2015 | loss: 0.0311777 | val_loss: 0.0311833 | Time: 1440.63 ms
[2020-12-21 13:45:49 main:581] : INFO : Epoch 2016 | loss: 0.0311781 | val_loss: 0.0311818 | Time: 1423.94 ms
[2020-12-21 13:45:51 main:581] : INFO : Epoch 2017 | loss: 0.0311772 | val_loss: 0.0311846 | Time: 1425.2 ms
[2020-12-21 13:45:52 main:581] : INFO : Epoch 2018 | loss: 0.0311781 | val_loss: 0.031182 | Time: 1406.72 ms
[2020-12-21 13:45:54 main:581] : INFO : Epoch 2019 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 1456 ms
[2020-12-21 13:45:55 main:581] : INFO : Epoch 2020 | loss: 0.0311771 | val_loss: 0.0311856 | Time: 1432.88 ms
[2020-12-21 13:45:56 main:581] : INFO : Epoch 2021 | loss: 0.0311791 | val_loss: 0.0311831 | Time: 1421.63 ms
[2020-12-21 13:45:58 main:581] : INFO : Epoch 2022 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 1439.33 ms
[2020-12-21 13:45:59 main:581] : INFO : Epoch 2023 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 1448.72 ms
[2020-12-21 13:46:01 main:581] : INFO : Epoch 2024 | loss: 0.0311771 | val_loss: 0.031182 | Time: 1439.58 ms
[2020-12-21 13:46:02 main:581] : INFO : Epoch 2025 | loss: 0.0311777 | val_loss: 0.0311822 | Time: 1412.29 ms
[2020-12-21 13:46:04 main:581] : INFO : Epoch 2026 | loss: 0.0311773 | val_loss: 0.0311868 | Time: 1441.33 ms
[2020-12-21 13:46:05 main:581] : INFO : Epoch 2027 | loss: 0.0311794 | val_loss: 0.0311836 | Time: 1464.51 ms
[2020-12-21 13:46:07 main:581] : INFO : Epoch 2028 | loss: 0.0311792 | val_loss: 0.0311846 | Time: 1449.44 ms
[2020-12-21 13:46:08 main:581] : INFO : Epoch 2029 | loss: 0.0311776 | val_loss: 0.0311829 | Time: 1455.25 ms
[2020-12-21 13:46:09 main:581] : INFO : Epoch 2030 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 1477.33 ms
[2020-12-21 13:46:11 main:581] : INFO : Epoch 2031 | loss: 0.0311776 | val_loss: 0.0311826 | Time: 1463.9 ms
[2020-12-21 13:46:12 main:581] : INFO : Epoch 2032 | loss: 0.0311778 | val_loss: 0.0311854 | Time: 1450.24 ms
[2020-12-21 13:46:14 main:581] : INFO : Epoch 2033 | loss: 0.0311776 | val_loss: 0.0311831 | Time: 1431.42 ms
[2020-12-21 13:46:15 main:581] : INFO : Epoch 2034 | loss: 0.0311771 | val_loss: 0.0311833 | Time: 1424.88 ms
[2020-12-21 13:46:17 main:581] : INFO : Epoch 2035 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 1414.8 ms
[2020-12-21 13:46:18 main:581] : INFO : Epoch 2036 | loss: 0.0311785 | val_loss: 0.0311818 | Time: 1438.46 ms
[2020-12-21 13:46:20 main:581] : INFO : Epoch 2037 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 1452.88 ms
[2020-12-21 13:46:21 main:581] : INFO : Epoch 2038 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 1451.69 ms
[2020-12-21 13:46:22 main:581] : INFO : Epoch 2039 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 1412.67 ms
[2020-12-21 13:46:24 main:581] : INFO : Epoch 2040 | loss: 0.0311775 | val_loss: 0.0311833 | Time: 1432.56 ms
[2020-12-21 13:46:25 main:581] : INFO : Epoch 2041 | loss: 0.0311777 | val_loss: 0.0311829 | Time: 1425.29 ms
[2020-12-21 13:46:27 main:581] : INFO : Epoch 2042 | loss: 0.0311773 | val_loss: 0.0311825 | Time: 1441.23 ms
[2020-12-21 13:46:28 main:581] : INFO : Epoch 2043 | loss: 0.0311772 | val_loss: 0.0311816 | Time: 1454.71 ms
[2020-12-21 13:46:30 main:581] : INFO : Epoch 2044 | loss: 0.0311771 | val_loss: 0.0311833 | Time: 1415.46 ms
[2020-12-21 13:46:31 main:581] : INFO : Epoch 2045 | loss: 0.0311772 | val_loss: 0.0311843 | Time: 1444.2 ms
[2020-12-21 13:46:32 main:581] : INFO : Epoch 2046 | loss: 0.0311774 | val_loss: 0.0311835 | Time: 1436.72 ms
[2020-12-21 13:46:34 main:581] : INFO : Epoch 2047 | loss: 0.0311771 | val_loss: 0.0311819 | Time: 1427.93 ms
[2020-12-21 13:46:35 main:581] : INFO : Epoch 2048 | loss: 0.0311777 | val_loss: 0.0311829 | Time: 1428.85 ms
[2020-12-21 13:46:35 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311829
[2020-12-21 13:46:35 main:610] : INFO : Saving end state to config to file
[2020-12-21 13:46:35 main:615] : INFO : Success, exiting..
13:46:35 (2083379): 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)