Task 14596685
| Name | ParityModified-1647045406-6790-3-0_1 |
| Workunit | 11574275 |
| Created | 11 Apr 2022, 5:32:28 UTC |
| Sent | 11 Apr 2022, 5:32:41 UTC |
| Report deadline | 19 Apr 2022, 5:32:41 UTC |
| Received | 11 Apr 2022, 16:00:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 30 sec |
| CPU time | 42 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311914 | val_loss: 0.0311915 | Time: 1442.51 ms
[2022-04-11 16:53:54 main:574] : INFO : Epoch 1543 | loss: 0.0311909 | val_loss: 0.0311909 | Time: 1484.8 ms
[2022-04-11 16:53:55 main:574] : INFO : Epoch 1544 | loss: 0.0311902 | val_loss: 0.0311916 | Time: 1433.34 ms
[2022-04-11 16:53:57 main:574] : INFO : Epoch 1545 | loss: 0.0311902 | val_loss: 0.0311916 | Time: 1546.05 ms
[2022-04-11 16:53:58 main:574] : INFO : Epoch 1546 | loss: 0.0311895 | val_loss: 0.0311909 | Time: 1402.55 ms
[2022-04-11 16:54:00 main:574] : INFO : Epoch 1547 | loss: 0.0311891 | val_loss: 0.0311897 | Time: 1513.57 ms
[2022-04-11 16:54:01 main:574] : INFO : Epoch 1548 | loss: 0.031189 | val_loss: 0.0311894 | Time: 1479.78 ms
[2022-04-11 16:54:03 main:574] : INFO : Epoch 1549 | loss: 0.031189 | val_loss: 0.0311899 | Time: 1533.35 ms
[2022-04-11 16:54:04 main:574] : INFO : Epoch 1550 | loss: 0.0311886 | val_loss: 0.0311891 | Time: 1403.52 ms
[2022-04-11 16:54:06 main:574] : INFO : Epoch 1551 | loss: 0.0311887 | val_loss: 0.0311916 | Time: 1386.17 ms
[2022-04-11 16:54:07 main:574] : INFO : Epoch 1552 | loss: 0.0311891 | val_loss: 0.0311896 | Time: 1346.72 ms
[2022-04-11 16:54:09 main:574] : INFO : Epoch 1553 | loss: 0.0311882 | val_loss: 0.0311889 | Time: 1482.84 ms
[2022-04-11 16:54:10 main:574] : INFO : Epoch 1554 | loss: 0.0311877 | val_loss: 0.0311892 | Time: 1358.06 ms
[2022-04-11 16:54:11 main:574] : INFO : Epoch 1555 | loss: 0.0311871 | val_loss: 0.0311879 | Time: 1350.17 ms
[2022-04-11 16:54:13 main:574] : INFO : Epoch 1556 | loss: 0.0311861 | val_loss: 0.0311888 | Time: 1492.52 ms
[2022-04-11 16:54:14 main:574] : INFO : Epoch 1557 | loss: 0.0311847 | val_loss: 0.0311888 | Time: 1513.33 ms
[2022-04-11 16:54:16 main:574] : INFO : Epoch 1558 | loss: 0.0311837 | val_loss: 0.0311884 | Time: 1482.35 ms
[2022-04-11 16:54:17 main:574] : INFO : Epoch 1559 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 1490.46 ms
[2022-04-11 16:54:19 main:574] : INFO : Epoch 1560 | loss: 0.0311835 | val_loss: 0.0311875 | Time: 1498.22 ms
[2022-04-11 16:54:20 main:574] : INFO : Epoch 1561 | loss: 0.0311829 | val_loss: 0.0311873 | Time: 1390.7 ms
[2022-04-11 16:54:22 main:574] : INFO : Epoch 1562 | loss: 0.031182 | val_loss: 0.031187 | Time: 1374.33 ms
[2022-04-11 16:54:23 main:574] : INFO : Epoch 1563 | loss: 0.0311823 | val_loss: 0.0311886 | Time: 1461.65 ms
[2022-04-11 16:54:25 main:574] : INFO : Epoch 1564 | loss: 0.0311819 | val_loss: 0.0311887 | Time: 1571.49 ms
[2022-04-11 16:54:26 main:574] : INFO : Epoch 1565 | loss: 0.0311817 | val_loss: 0.0311865 | Time: 1413.64 ms
[2022-04-11 16:54:27 main:574] : INFO : Epoch 1566 | loss: 0.0311809 | val_loss: 0.0311872 | Time: 1423.96 ms
[2022-04-11 16:54:29 main:574] : INFO : Epoch 1567 | loss: 0.0311808 | val_loss: 0.0311861 | Time: 1516.36 ms
[2022-04-11 16:54:30 main:574] : INFO : Epoch 1568 | loss: 0.0311803 | val_loss: 0.0311863 | Time: 1411.43 ms
[2022-04-11 16:54:32 main:574] : INFO : Epoch 1569 | loss: 0.0311801 | val_loss: 0.031187 | Time: 1517.11 ms
[2022-04-11 16:54:33 main:574] : INFO : Epoch 1570 | loss: 0.0311798 | val_loss: 0.0311869 | Time: 1503.15 ms
[2022-04-11 16:54:35 main:574] : INFO : Epoch 1571 | loss: 0.0311794 | val_loss: 0.0311862 | Time: 1504.47 ms
[2022-04-11 16:54:36 main:574] : INFO : Epoch 1572 | loss: 0.0311791 | val_loss: 0.0311863 | Time: 1505.73 ms
[2022-04-11 16:54:38 main:574] : INFO : Epoch 1573 | loss: 0.0311798 | val_loss: 0.0311863 | Time: 1380.29 ms
[2022-04-11 16:54:39 main:574] : INFO : Epoch 1574 | loss: 0.03118 | val_loss: 0.0311863 | Time: 1427.18 ms
[2022-04-11 16:54:41 main:574] : INFO : Epoch 1575 | loss: 0.0311789 | val_loss: 0.0311862 | Time: 1408.54 ms
[2022-04-11 16:54:42 main:574] : INFO : Epoch 1576 | loss: 0.031179 | val_loss: 0.0311856 | Time: 1544.04 ms
[2022-04-11 16:54:44 main:574] : INFO : Epoch 1577 | loss: 0.0311786 | val_loss: 0.0311863 | Time: 1436.91 ms
[2022-04-11 16:54:45 main:574] : INFO : Epoch 1578 | loss: 0.0311787 | val_loss: 0.0311862 | Time: 1456.11 ms
[2022-04-11 16:54:47 main:574] : INFO : Epoch 1579 | loss: 0.0311789 | val_loss: 0.0311861 | Time: 1487.12 ms
[2022-04-11 16:54:48 main:574] : INFO : Epoch 1580 | loss: 0.0311778 | val_loss: 0.0311862 | Time: 1515.16 ms
[2022-04-11 16:54:50 main:574] : INFO : Epoch 1581 | loss: 0.0311777 | val_loss: 0.0311849 | Time: 1394.23 ms
[2022-04-11 16:54:51 main:574] : INFO : Epoch 1582 | loss: 0.0311783 | val_loss: 0.0311865 | Time: 1350.97 ms
[2022-04-11 16:54:53 main:574] : INFO : Epoch 1583 | loss: 0.0311777 | val_loss: 0.0311867 | Time: 1622.66 ms
[2022-04-11 16:54:54 main:574] : INFO : Epoch 1584 | loss: 0.0311772 | val_loss: 0.0311872 | Time: 1521.39 ms
[2022-04-11 16:54:56 main:574] : INFO : Epoch 1585 | loss: 0.0311769 | val_loss: 0.0311861 | Time: 1469 ms
[2022-04-11 16:54:57 main:574] : INFO : Epoch 1586 | loss: 0.0311771 | val_loss: 0.0311857 | Time: 1353.11 ms
[2022-04-11 16:54:58 main:574] : INFO : Epoch 1587 | loss: 0.0311769 | val_loss: 0.0311839 | Time: 1422.49 ms
[2022-04-11 16:55:00 main:574] : INFO : Epoch 1588 | loss: 0.0311767 | val_loss: 0.0311852 | Time: 1465.42 ms
[2022-04-11 16:55:01 main:574] : INFO : Epoch 1589 | loss: 0.0311793 | val_loss: 0.0311851 | Time: 1459.95 ms
[2022-04-11 16:55:03 main:574] : INFO : Epoch 1590 | loss: 0.0311799 | val_loss: 0.0311843 | Time: 1536.8 ms
[2022-04-11 16:55:04 main:574] : INFO : Epoch 1591 | loss: 0.0311798 | val_loss: 0.0311867 | Time: 1490.89 ms
[2022-04-11 16:55:06 main:574] : INFO : Epoch 1592 | loss: 0.0311795 | val_loss: 0.0311853 | Time: 1525.78 ms
[2022-04-11 16:55:07 main:574] : INFO : Epoch 1593 | loss: 0.0311784 | val_loss: 0.0311853 | Time: 1504.23 ms
[2022-04-11 16:55:09 main:574] : INFO : Epoch 1594 | loss: 0.0311777 | val_loss: 0.0311847 | Time: 1463.13 ms
[2022-04-11 16:55:10 main:574] : INFO : Epoch 1595 | loss: 0.0311779 | val_loss: 0.0311861 | Time: 1406.54 ms
[2022-04-11 16:55:12 main:574] : INFO : Epoch 1596 | loss: 0.0311773 | val_loss: 0.0311844 | Time: 1456.94 ms
[2022-04-11 16:55:13 main:574] : INFO : Epoch 1597 | loss: 0.0311773 | val_loss: 0.0311856 | Time: 1425.31 ms
[2022-04-11 16:55:15 main:574] : INFO : Epoch 1598 | loss: 0.0311766 | val_loss: 0.0311861 | Time: 1481.97 ms
[2022-04-11 16:55:16 main:574] : INFO : Epoch 1599 | loss: 0.031176 | val_loss: 0.031185 | Time: 1488.85 ms
[2022-04-11 16:55:18 main:574] : INFO : Epoch 1600 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 1505.05 ms
[2022-04-11 16:55:19 main:574] : INFO : Epoch 1601 | loss: 0.0311784 | val_loss: 0.0311839 | Time: 1346.9 ms
[2022-04-11 16:55:21 main:574] : INFO : Epoch 1602 | loss: 0.0311781 | val_loss: 0.0311848 | Time: 1499.7 ms
[2022-04-11 16:55:22 main:574] : INFO : Epoch 1603 | loss: 0.0311767 | val_loss: 0.0311848 | Time: 1516.1 ms
[2022-04-11 16:55:24 main:574] : INFO : Epoch 1604 | loss: 0.0311776 | val_loss: 0.0311846 | Time: 1406.01 ms
[2022-04-11 16:55:25 main:574] : INFO : Epoch 1605 | loss: 0.031178 | val_loss: 0.0311856 | Time: 1393.95 ms
[2022-04-11 16:55:26 main:574] : INFO : Epoch 1606 | loss: 0.0311769 | val_loss: 0.0311861 | Time: 1512.83 ms
[2022-04-11 16:55:28 main:574] : INFO : Epoch 1607 | loss: 0.0311763 | val_loss: 0.0311852 | Time: 1482.73 ms
[2022-04-11 16:55:29 main:574] : INFO : Epoch 1608 | loss: 0.0311754 | val_loss: 0.0311855 | Time: 1498.98 ms
[2022-04-11 16:55:31 main:574] : INFO : Epoch 1609 | loss: 0.0311755 | val_loss: 0.0311842 | Time: 1501.4 ms
[2022-04-11 16:55:32 main:574] : INFO : Epoch 1610 | loss: 0.0311758 | val_loss: 0.0311855 | Time: 1432.33 ms
[2022-04-11 16:55:34 main:574] : INFO : Epoch 1611 | loss: 0.0311758 | val_loss: 0.0311853 | Time: 1370.16 ms
[2022-04-11 16:55:35 main:574] : INFO : Epoch 1612 | loss: 0.0311753 | val_loss: 0.0311858 | Time: 1465.14 ms
[2022-04-11 16:55:37 main:574] : INFO : Epoch 1613 | loss: 0.0311748 | val_loss: 0.0311855 | Time: 1426.23 ms
[2022-04-11 16:55:38 main:574] : INFO : Epoch 1614 | loss: 0.0311747 | val_loss: 0.0311846 | Time: 1519.27 ms
[2022-04-11 16:55:40 main:574] : INFO : Epoch 1615 | loss: 0.0311754 | val_loss: 0.0311836 | Time: 1510.83 ms
[2022-04-11 16:55:41 main:574] : INFO : Epoch 1616 | loss: 0.031175 | val_loss: 0.0311842 | Time: 1422.24 ms
[2022-04-11 16:55:43 main:574] : INFO : Epoch 1617 | loss: 0.0311742 | val_loss: 0.0311836 | Time: 1489.31 ms
[2022-04-11 16:55:44 main:574] : INFO : Epoch 1618 | loss: 0.0311736 | val_loss: 0.0311837 | Time: 1381.85 ms
[2022-04-11 16:55:46 main:574] : INFO : Epoch 1619 | loss: 0.0311758 | val_loss: 0.0311837 | Time: 1498.16 ms
[2022-04-11 16:55:47 main:574] : INFO : Epoch 1620 | loss: 0.0311756 | val_loss: 0.0311834 | Time: 1472.56 ms
[2022-04-11 16:55:49 main:574] : INFO : Epoch 1621 | loss: 0.0311747 | val_loss: 0.0311836 | Time: 1519.07 ms
[2022-04-11 16:55:50 main:574] : INFO : Epoch 1622 | loss: 0.0311742 | val_loss: 0.0311837 | Time: 1388.44 ms
[2022-04-11 16:55:52 main:574] : INFO : Epoch 1623 | loss: 0.0311743 | val_loss: 0.0311815 | Time: 1483.62 ms
[2022-04-11 16:55:53 main:574] : INFO : Epoch 1624 | loss: 0.031174 | val_loss: 0.0311818 | Time: 1356.64 ms
[2022-04-11 16:55:54 main:574] : INFO : Epoch 1625 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 1353.23 ms
[2022-04-11 16:55:56 main:574] : INFO : Epoch 1626 | loss: 0.0311756 | val_loss: 0.0311822 | Time: 1378.2 ms
[2022-04-11 16:55:57 main:574] : INFO : Epoch 1627 | loss: 0.0311794 | val_loss: 0.0311862 | Time: 1496.64 ms
[2022-04-11 16:55:59 main:574] : INFO : Epoch 1628 | loss: 0.0311801 | val_loss: 0.0311851 | Time: 1501.81 ms
[2022-04-11 16:56:00 main:574] : INFO : Epoch 1629 | loss: 0.0311796 | val_loss: 0.0311855 | Time: 1539.29 ms
[2022-04-11 16:56:02 main:574] : INFO : Epoch 1630 | loss: 0.0311784 | val_loss: 0.0311863 | Time: 1485.92 ms
[2022-04-11 16:56:03 main:574] : INFO : Epoch 1631 | loss: 0.0311786 | val_loss: 0.0311855 | Time: 1450.74 ms
[2022-04-11 16:56:05 main:574] : INFO : Epoch 1632 | loss: 0.0311778 | val_loss: 0.0311863 | Time: 1478.37 ms
[2022-04-11 16:56:06 main:574] : INFO : Epoch 1633 | loss: 0.0311761 | val_loss: 0.0311857 | Time: 1405.87 ms
[2022-04-11 16:56:08 main:574] : INFO : Epoch 1634 | loss: 0.0311751 | val_loss: 0.0311849 | Time: 1445.2 ms
[2022-04-11 16:56:09 main:574] : INFO : Epoch 1635 | loss: 0.0311742 | val_loss: 0.0311846 | Time: 1486.7 ms
[2022-04-11 16:56:11 main:574] : INFO : Epoch 1636 | loss: 0.0311738 | val_loss: 0.0311866 | Time: 1507.64 ms
[2022-04-11 16:56:12 main:574] : INFO : Epoch 1637 | loss: 0.0311731 | val_loss: 0.0311847 | Time: 1481.71 ms
[2022-04-11 16:56:14 main:574] : INFO : Epoch 1638 | loss: 0.031173 | val_loss: 0.0311862 | Time: 1345.7 ms
[2022-04-11 16:56:15 main:574] : INFO : Epoch 1639 | loss: 0.0311728 | val_loss: 0.0311851 | Time: 1436.58 ms
[2022-04-11 16:56:17 main:574] : INFO : Epoch 1640 | loss: 0.0311726 | val_loss: 0.0311856 | Time: 1526.39 ms
[2022-04-11 16:56:18 main:574] : INFO : Epoch 1641 | loss: 0.031172 | val_loss: 0.0311853 | Time: 1486.58 ms
[2022-04-11 16:56:20 main:574] : INFO : Epoch 1642 | loss: 0.0311725 | val_loss: 0.0311858 | Time: 1496.28 ms
[2022-04-11 16:56:21 main:574] : INFO : Epoch 1643 | loss: 0.0311736 | val_loss: 0.0311845 | Time: 1482.04 ms
[2022-04-11 16:56:23 main:574] : INFO : Epoch 1644 | loss: 0.0311746 | val_loss: 0.0311841 | Time: 1426.99 ms
[2022-04-11 16:56:24 main:574] : INFO : Epoch 1645 | loss: 0.031174 | val_loss: 0.0311836 | Time: 1403.48 ms
[2022-04-11 16:56:25 main:574] : INFO : Epoch 1646 | loss: 0.0311746 | val_loss: 0.0311837 | Time: 1390.65 ms
[2022-04-11 16:56:27 main:574] : INFO : Epoch 1647 | loss: 0.031173 | val_loss: 0.0311837 | Time: 1423.69 ms
[2022-04-11 16:56:28 main:574] : INFO : Epoch 1648 | loss: 0.031173 | val_loss: 0.0311839 | Time: 1485.84 ms
[2022-04-11 16:56:30 main:574] : INFO : Epoch 1649 | loss: 0.0311718 | val_loss: 0.0311834 | Time: 1349.07 ms
[2022-04-11 16:56:31 main:574] : INFO : Epoch 1650 | loss: 0.0311711 | val_loss: 0.0311857 | Time: 1527.88 ms
[2022-04-11 16:56:33 main:574] : INFO : Epoch 1651 | loss: 0.0311723 | val_loss: 0.0311861 | Time: 1490.75 ms
[2022-04-11 16:56:34 main:574] : INFO : Epoch 1652 | loss: 0.0311712 | val_loss: 0.0311844 | Time: 1494.67 ms
[2022-04-11 16:56:36 main:574] : INFO : Epoch 1653 | loss: 0.0311713 | val_loss: 0.0311864 | Time: 1515.29 ms
[2022-04-11 16:56:37 main:574] : INFO : Epoch 1654 | loss: 0.0311707 | val_loss: 0.031186 | Time: 1549.17 ms
[2022-04-11 16:56:39 main:574] : INFO : Epoch 1655 | loss: 0.0311703 | val_loss: 0.0311841 | Time: 1425.16 ms
[2022-04-11 16:56:40 main:574] : INFO : Epoch 1656 | loss: 0.0311696 | val_loss: 0.0311848 | Time: 1443.94 ms
[2022-04-11 16:56:42 main:574] : INFO : Epoch 1657 | loss: 0.0311695 | val_loss: 0.0311848 | Time: 1484.48 ms
[2022-04-11 16:56:43 main:574] : INFO : Epoch 1658 | loss: 0.0311692 | val_loss: 0.0311852 | Time: 1442 ms
[2022-04-11 16:56:45 main:574] : INFO : Epoch 1659 | loss: 0.0311691 | val_loss: 0.0311851 | Time: 1497.7 ms
[2022-04-11 16:56:46 main:574] : INFO : Epoch 1660 | loss: 0.0311687 | val_loss: 0.0311846 | Time: 1494.41 ms
[2022-04-11 16:56:48 main:574] : INFO : Epoch 1661 | loss: 0.0311687 | val_loss: 0.0311841 | Time: 1474.79 ms
[2022-04-11 16:56:49 main:574] : INFO : Epoch 1662 | loss: 0.0311683 | val_loss: 0.0311832 | Time: 1517.09 ms
[2022-04-11 16:56:51 main:574] : INFO : Epoch 1663 | loss: 0.0311686 | val_loss: 0.031182 | Time: 1443.33 ms
[2022-04-11 16:56:52 main:574] : INFO : Epoch 1664 | loss: 0.0311693 | val_loss: 0.0311848 | Time: 1442.97 ms
[2022-04-11 16:56:54 main:574] : INFO : Epoch 1665 | loss: 0.0311712 | val_loss: 0.0311843 | Time: 1445.5 ms
[2022-04-11 16:56:55 main:574] : INFO : Epoch 1666 | loss: 0.0311697 | val_loss: 0.0311816 | Time: 1522.07 ms
[2022-04-11 16:56:57 main:574] : INFO : Epoch 1667 | loss: 0.0311701 | val_loss: 0.0311845 | Time: 1499.81 ms
[2022-04-11 16:56:58 main:574] : INFO : Epoch 1668 | loss: 0.0311701 | val_loss: 0.0311833 | Time: 1421.68 ms
[2022-04-11 16:57:00 main:574] : INFO : Epoch 1669 | loss: 0.0311692 | val_loss: 0.0311837 | Time: 1479.33 ms
[2022-04-11 16:57:01 main:574] : INFO : Epoch 1670 | loss: 0.0311684 | val_loss: 0.0311834 | Time: 1502.22 ms
[2022-04-11 16:57:03 main:574] : INFO : Epoch 1671 | loss: 0.0311683 | val_loss: 0.0311832 | Time: 1431.08 ms
[2022-04-11 16:57:04 main:574] : INFO : Epoch 1672 | loss: 0.0311678 | val_loss: 0.0311837 | Time: 1411.46 ms
[2022-04-11 16:57:06 main:574] : INFO : Epoch 1673 | loss: 0.0311673 | val_loss: 0.0311846 | Time: 1486.37 ms
[2022-04-11 16:57:07 main:574] : INFO : Epoch 1674 | loss: 0.0311681 | val_loss: 0.0311842 | Time: 1350.93 ms
[2022-04-11 16:57:08 main:574] : INFO : Epoch 1675 | loss: 0.0311671 | val_loss: 0.0311829 | Time: 1504.89 ms
[2022-04-11 16:57:10 main:574] : INFO : Epoch 1676 | loss: 0.031166 | val_loss: 0.0311838 | Time: 1407.45 ms
[2022-04-11 16:57:11 main:574] : INFO : Epoch 1677 | loss: 0.0311663 | val_loss: 0.031184 | Time: 1369.36 ms
[2022-04-11 16:57:13 main:574] : INFO : Epoch 1678 | loss: 0.0311662 | val_loss: 0.0311841 | Time: 1464.03 ms
[2022-04-11 16:57:14 main:574] : INFO : Epoch 1679 | loss: 0.0311652 | val_loss: 0.0311822 | Time: 1388.29 ms
[2022-04-11 16:57:16 main:574] : INFO : Epoch 1680 | loss: 0.0311657 | val_loss: 0.031183 | Time: 1518.87 ms
[2022-04-11 16:57:17 main:574] : INFO : Epoch 1681 | loss: 0.0311657 | val_loss: 0.0311826 | Time: 1465.43 ms
[2022-04-11 16:57:19 main:574] : INFO : Epoch 1682 | loss: 0.0311642 | val_loss: 0.0311823 | Time: 1518.53 ms
[2022-04-11 16:57:20 main:574] : INFO : Epoch 1683 | loss: 0.0311648 | val_loss: 0.0311836 | Time: 1532.82 ms
[2022-04-11 16:57:22 main:574] : INFO : Epoch 1684 | loss: 0.0311647 | val_loss: 0.0311835 | Time: 1478.91 ms
[2022-04-11 16:57:23 main:574] : INFO : Epoch 1685 | loss: 0.031166 | val_loss: 0.0311825 | Time: 1529.98 ms
[2022-04-11 16:57:25 main:574] : INFO : Epoch 1686 | loss: 0.0311801 | val_loss: 0.0311847 | Time: 1361.74 ms
[2022-04-11 16:57:26 main:574] : INFO : Epoch 1687 | loss: 0.0311816 | val_loss: 0.031185 | Time: 1471.63 ms
[2022-04-11 16:57:28 main:574] : INFO : Epoch 1688 | loss: 0.0311797 | val_loss: 0.031184 | Time: 1536.32 ms
[2022-04-11 16:57:29 main:574] : INFO : Epoch 1689 | loss: 0.031178 | val_loss: 0.0311834 | Time: 1431.97 ms
[2022-04-11 16:57:31 main:574] : INFO : Epoch 1690 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 1472.03 ms
[2022-04-11 16:57:32 main:574] : INFO : Epoch 1691 | loss: 0.0311765 | val_loss: 0.0311839 | Time: 1389.81 ms
[2022-04-11 16:57:34 main:574] : INFO : Epoch 1692 | loss: 0.0311753 | val_loss: 0.0311829 | Time: 1515.45 ms
[2022-04-11 16:57:35 main:574] : INFO : Epoch 1693 | loss: 0.0311744 | val_loss: 0.0311846 | Time: 1370.14 ms
[2022-04-11 16:57:36 main:574] : INFO : Epoch 1694 | loss: 0.0311759 | val_loss: 0.0311824 | Time: 1495.34 ms
[2022-04-11 16:57:38 main:574] : INFO : Epoch 1695 | loss: 0.0311746 | val_loss: 0.0311832 | Time: 1384.23 ms
[2022-04-11 16:57:39 main:574] : INFO : Epoch 1696 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 1522.28 ms
[2022-04-11 16:57:41 main:574] : INFO : Epoch 1697 | loss: 0.0311735 | val_loss: 0.0311808 | Time: 1451.92 ms
[2022-04-11 16:57:42 main:574] : INFO : Epoch 1698 | loss: 0.0311738 | val_loss: 0.0311857 | Time: 1490.95 ms
[2022-04-11 16:57:44 main:574] : INFO : Epoch 1699 | loss: 0.0311724 | val_loss: 0.0311836 | Time: 1427.79 ms
[2022-04-11 16:57:45 main:574] : INFO : Epoch 1700 | loss: 0.0311727 | val_loss: 0.0311815 | Time: 1478.85 ms
[2022-04-11 16:57:47 main:574] : INFO : Epoch 1701 | loss: 0.0311737 | val_loss: 0.0311815 | Time: 1417.15 ms
[2022-04-11 16:57:48 main:574] : INFO : Epoch 1702 | loss: 0.0311737 | val_loss: 0.0311829 | Time: 1528.65 ms
[2022-04-11 16:57:50 main:574] : INFO : Epoch 1703 | loss: 0.0311734 | val_loss: 0.0311831 | Time: 1530.46 ms
[2022-04-11 16:57:51 main:574] : INFO : Epoch 1704 | loss: 0.031174 | val_loss: 0.0311819 | Time: 1497.55 ms
[2022-04-11 16:57:53 main:574] : INFO : Epoch 1705 | loss: 0.0311723 | val_loss: 0.0311811 | Time: 1386.55 ms
[2022-04-11 16:57:54 main:574] : INFO : Epoch 1706 | loss: 0.0311717 | val_loss: 0.0311803 | Time: 1491.06 ms
[2022-04-11 16:57:56 main:574] : INFO : Epoch 1707 | loss: 0.0311707 | val_loss: 0.031181 | Time: 1467.67 ms
[2022-04-11 16:57:57 main:574] : INFO : Epoch 1708 | loss: 0.0311713 | val_loss: 0.0311807 | Time: 1524.98 ms
[2022-04-11 16:57:59 main:574] : INFO : Epoch 1709 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 1507.1 ms
[2022-04-11 16:58:00 main:574] : INFO : Epoch 1710 | loss: 0.0311739 | val_loss: 0.0311841 | Time: 1470.94 ms
[2022-04-11 16:58:02 main:574] : INFO : Epoch 1711 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 1506.89 ms
[2022-04-11 16:58:03 main:574] : INFO : Epoch 1712 | loss: 0.0311726 | val_loss: 0.031181 | Time: 1392.73 ms
[2022-04-11 16:58:05 main:574] : INFO : Epoch 1713 | loss: 0.0311725 | val_loss: 0.0311808 | Time: 1399.05 ms
[2022-04-11 16:58:06 main:574] : INFO : Epoch 1714 | loss: 0.0311719 | val_loss: 0.0311807 | Time: 1510.82 ms
[2022-04-11 16:58:08 main:574] : INFO : Epoch 1715 | loss: 0.0311705 | val_loss: 0.031183 | Time: 1444.6 ms
[2022-04-11 16:58:09 main:574] : INFO : Epoch 1716 | loss: 0.0311707 | val_loss: 0.0311814 | Time: 1441.54 ms
[2022-04-11 16:58:11 main:574] : INFO : Epoch 1717 | loss: 0.0311697 | val_loss: 0.0311813 | Time: 1551.72 ms
[2022-04-11 16:58:12 main:574] : INFO : Epoch 1718 | loss: 0.0311699 | val_loss: 0.0311834 | Time: 1361.61 ms
[2022-04-11 16:58:14 main:574] : INFO : Epoch 1719 | loss: 0.0311696 | val_loss: 0.0311828 | Time: 1513.6 ms
[2022-04-11 16:58:15 main:574] : INFO : Epoch 1720 | loss: 0.0311689 | val_loss: 0.0311819 | Time: 1397.41 ms
[2022-04-11 16:58:17 main:574] : INFO : Epoch 1721 | loss: 0.0311691 | val_loss: 0.0311821 | Time: 1426.86 ms
[2022-04-11 16:58:18 main:574] : INFO : Epoch 1722 | loss: 0.0311694 | val_loss: 0.0311834 | Time: 1518.52 ms
[2022-04-11 16:58:19 main:574] : INFO : Epoch 1723 | loss: 0.0311686 | val_loss: 0.0311827 | Time: 1399.54 ms
[2022-04-11 16:58:21 main:574] : INFO : Epoch 1724 | loss: 0.0311691 | val_loss: 0.0311846 | Time: 1433.07 ms
[2022-04-11 16:58:22 main:574] : INFO : Epoch 1725 | loss: 0.0311686 | val_loss: 0.0311839 | Time: 1441.7 ms
[2022-04-11 16:58:24 main:574] : INFO : Epoch 1726 | loss: 0.0311685 | val_loss: 0.0311828 | Time: 1469.76 ms
[2022-04-11 16:58:25 main:574] : INFO : Epoch 1727 | loss: 0.031168 | val_loss: 0.0311833 | Time: 1450.86 ms
[2022-04-11 16:58:27 main:574] : INFO : Epoch 1728 | loss: 0.0311682 | val_loss: 0.0311835 | Time: 1417.12 ms
[2022-04-11 16:58:28 main:574] : INFO : Epoch 1729 | loss: 0.0311671 | val_loss: 0.0311833 | Time: 1495.64 ms
[2022-04-11 16:58:30 main:574] : INFO : Epoch 1730 | loss: 0.0311671 | val_loss: 0.0311818 | Time: 1439.51 ms
[2022-04-11 16:58:31 main:574] : INFO : Epoch 1731 | loss: 0.0311685 | val_loss: 0.0311816 | Time: 1498.67 ms
[2022-04-11 16:58:33 main:574] : INFO : Epoch 1732 | loss: 0.0311679 | val_loss: 0.0311822 | Time: 1373.58 ms
[2022-04-11 16:58:34 main:574] : INFO : Epoch 1733 | loss: 0.0311676 | val_loss: 0.0311856 | Time: 1459.6 ms
[2022-04-11 16:58:35 main:574] : INFO : Epoch 1734 | loss: 0.0311684 | val_loss: 0.0311816 | Time: 1379.06 ms
[2022-04-11 16:58:37 main:574] : INFO : Epoch 1735 | loss: 0.0311666 | val_loss: 0.0311822 | Time: 1500.61 ms
[2022-04-11 16:58:38 main:574] : INFO : Epoch 1736 | loss: 0.0311659 | val_loss: 0.031181 | Time: 1491.65 ms
[2022-04-11 16:58:40 main:574] : INFO : Epoch 1737 | loss: 0.031166 | val_loss: 0.0311819 | Time: 1466.8 ms
[2022-04-11 16:58:41 main:574] : INFO : Epoch 1738 | loss: 0.0311666 | val_loss: 0.0311807 | Time: 1537.5 ms
[2022-04-11 16:58:43 main:574] : INFO : Epoch 1739 | loss: 0.0311683 | val_loss: 0.0311819 | Time: 1450.64 ms
[2022-04-11 16:58:44 main:574] : INFO : Epoch 1740 | loss: 0.0311694 | val_loss: 0.0311845 | Time: 1504.21 ms
[2022-04-11 16:58:46 main:574] : INFO : Epoch 1741 | loss: 0.0311751 | val_loss: 0.0311824 | Time: 1347.78 ms
[2022-04-11 16:58:47 main:574] : INFO : Epoch 1742 | loss: 0.0311743 | val_loss: 0.0311812 | Time: 1426.83 ms
[2022-04-11 16:58:49 main:574] : INFO : Epoch 1743 | loss: 0.0311735 | val_loss: 0.0311829 | Time: 1463.67 ms
[2022-04-11 16:58:50 main:574] : INFO : Epoch 1744 | loss: 0.0311727 | val_loss: 0.0311836 | Time: 1462.12 ms
[2022-04-11 16:58:52 main:574] : INFO : Epoch 1745 | loss: 0.0311716 | val_loss: 0.031181 | Time: 1525.11 ms
[2022-04-11 16:58:53 main:574] : INFO : Epoch 1746 | loss: 0.0311707 | val_loss: 0.0311838 | Time: 1501.35 ms
[2022-04-11 16:58:55 main:574] : INFO : Epoch 1747 | loss: 0.031172 | val_loss: 0.0311865 | Time: 1485.61 ms
[2022-04-11 16:58:56 main:574] : INFO : Epoch 1748 | loss: 0.0311708 | val_loss: 0.0311814 | Time: 1552.09 ms
[2022-04-11 16:58:58 main:574] : INFO : Epoch 1749 | loss: 0.0311687 | val_loss: 0.0311807 | Time: 1517.54 ms
[2022-04-11 16:58:59 main:574] : INFO : Epoch 1750 | loss: 0.0311693 | val_loss: 0.0311792 | Time: 1440.74 ms
[2022-04-11 16:59:01 main:574] : INFO : Epoch 1751 | loss: 0.0311691 | val_loss: 0.0311797 | Time: 1510.65 ms
[2022-04-11 16:59:02 main:574] : INFO : Epoch 1752 | loss: 0.0311683 | val_loss: 0.0311795 | Time: 1483.02 ms
[2022-04-11 16:59:04 main:574] : INFO : Epoch 1753 | loss: 0.0311683 | val_loss: 0.0311796 | Time: 1490.79 ms
[2022-04-11 16:59:05 main:574] : INFO : Epoch 1754 | loss: 0.0311679 | val_loss: 0.0311805 | Time: 1423.24 ms
[2022-04-11 16:59:07 main:574] : INFO : Epoch 1755 | loss: 0.0311684 | val_loss: 0.0311835 | Time: 1408.34 ms
[2022-04-11 16:59:08 main:574] : INFO : Epoch 1756 | loss: 0.0311786 | val_loss: 0.0311878 | Time: 1508.18 ms
[2022-04-11 16:59:10 main:574] : INFO : Epoch 1757 | loss: 0.0311793 | val_loss: 0.0311835 | Time: 1488.14 ms
[2022-04-11 16:59:11 main:574] : INFO : Epoch 1758 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 1359.91 ms
[2022-04-11 16:59:13 main:574] : INFO : Epoch 1759 | loss: 0.0311763 | val_loss: 0.0311828 | Time: 1519.5 ms
[2022-04-11 16:59:14 main:574] : INFO : Epoch 1760 | loss: 0.0311751 | val_loss: 0.031182 | Time: 1510 ms
[2022-04-11 16:59:16 main:574] : INFO : Epoch 1761 | loss: 0.0311764 | val_loss: 0.0311856 | Time: 1491.5 ms
[2022-04-11 16:59:17 main:574] : INFO : Epoch 1762 | loss: 0.0311761 | val_loss: 0.0311843 | Time: 1469.94 ms
[2022-04-11 16:59:19 main:574] : INFO : Epoch 1763 | loss: 0.0311731 | val_loss: 0.0311814 | Time: 1485.47 ms
[2022-04-11 16:59:20 main:574] : INFO : Epoch 1764 | loss: 0.0311725 | val_loss: 0.0311824 | Time: 1531.36 ms
[2022-04-11 16:59:22 main:574] : INFO : Epoch 1765 | loss: 0.031172 | val_loss: 0.0311805 | Time: 1512.04 ms
[2022-04-11 16:59:23 main:574] : INFO : Epoch 1766 | loss: 0.0311741 | val_loss: 0.0311847 | Time: 1502.33 ms
[2022-04-11 16:59:25 main:574] : INFO : Epoch 1767 | loss: 0.0311723 | val_loss: 0.0311828 | Time: 1516.65 ms
[2022-04-11 16:59:26 main:574] : INFO : Epoch 1768 | loss: 0.0311723 | val_loss: 0.0311851 | Time: 1425.11 ms
[2022-04-11 16:59:28 main:574] : INFO : Epoch 1769 | loss: 0.0311725 | val_loss: 0.0311836 | Time: 1391.49 ms
[2022-04-11 16:59:29 main:574] : INFO : Epoch 1770 | loss: 0.0311721 | val_loss: 0.0311816 | Time: 1535.3 ms
[2022-04-11 16:59:31 main:574] : INFO : Epoch 1771 | loss: 0.0311716 | val_loss: 0.031183 | Time: 1460.91 ms
[2022-04-11 16:59:32 main:574] : INFO : Epoch 1772 | loss: 0.0311712 | val_loss: 0.0311817 | Time: 1504.17 ms
[2022-04-11 16:59:34 main:574] : INFO : Epoch 1773 | loss: 0.031171 | val_loss: 0.0311832 | Time: 1504.57 ms
[2022-04-11 16:59:35 main:574] : INFO : Epoch 1774 | loss: 0.0311705 | val_loss: 0.0311809 | Time: 1465.2 ms
[2022-04-11 16:59:37 main:574] : INFO : Epoch 1775 | loss: 0.0311707 | val_loss: 0.031182 | Time: 1418.31 ms
[2022-04-11 16:59:38 main:574] : INFO : Epoch 1776 | loss: 0.0311697 | val_loss: 0.0311834 | Time: 1463.78 ms
[2022-04-11 16:59:40 main:574] : INFO : Epoch 1777 | loss: 0.0311693 | val_loss: 0.0311818 | Time: 1401.93 ms
[2022-04-11 16:59:41 main:574] : INFO : Epoch 1778 | loss: 0.0311698 | val_loss: 0.031182 | Time: 1424.22 ms
[2022-04-11 16:59:42 main:574] : INFO : Epoch 1779 | loss: 0.0311688 | val_loss: 0.0311824 | Time: 1391.58 ms
[2022-04-11 16:59:44 main:574] : INFO : Epoch 1780 | loss: 0.0311687 | val_loss: 0.0311819 | Time: 1486.02 ms
[2022-04-11 16:59:45 main:574] : INFO : Epoch 1781 | loss: 0.0311687 | val_loss: 0.0311828 | Time: 1413.64 ms
[2022-04-11 16:59:47 main:574] : INFO : Epoch 1782 | loss: 0.0311694 | val_loss: 0.0311816 | Time: 1544.81 ms
[2022-04-11 16:59:48 main:574] : INFO : Epoch 1783 | loss: 0.0311677 | val_loss: 0.0311813 | Time: 1529.52 ms
[2022-04-11 16:59:50 main:574] : INFO : Epoch 1784 | loss: 0.0311677 | val_loss: 0.0311841 | Time: 1351.33 ms
[2022-04-11 16:59:51 main:574] : INFO : Epoch 1785 | loss: 0.0311695 | val_loss: 0.0311818 | Time: 1348.28 ms
[2022-04-11 16:59:53 main:574] : INFO : Epoch 1786 | loss: 0.0311683 | val_loss: 0.0311837 | Time: 1534.68 ms
[2022-04-11 16:59:54 main:574] : INFO : Epoch 1787 | loss: 0.0311679 | val_loss: 0.0311844 | Time: 1513.08 ms
[2022-04-11 16:59:56 main:574] : INFO : Epoch 1788 | loss: 0.0311711 | val_loss: 0.0311819 | Time: 1487.27 ms
[2022-04-11 16:59:57 main:574] : INFO : Epoch 1789 | loss: 0.0311729 | val_loss: 0.0311849 | Time: 1421.95 ms
[2022-04-11 16:59:59 main:574] : INFO : Epoch 1790 | loss: 0.0311706 | val_loss: 0.0311832 | Time: 1528.17 ms
[2022-04-11 17:00:00 main:574] : INFO : Epoch 1791 | loss: 0.0311699 | val_loss: 0.0311849 | Time: 1444.93 ms
[2022-04-11 17:00:02 main:574] : INFO : Epoch 1792 | loss: 0.0311702 | val_loss: 0.0311827 | Time: 1370.95 ms
[2022-04-11 17:00:03 main:574] : INFO : Epoch 1793 | loss: 0.0311692 | val_loss: 0.0311805 | Time: 1408.12 ms
[2022-04-11 17:00:05 main:574] : INFO : Epoch 1794 | loss: 0.0311693 | val_loss: 0.0311828 | Time: 1478.51 ms
[2022-04-11 17:00:06 main:574] : INFO : Epoch 1795 | loss: 0.0311694 | val_loss: 0.0311821 | Time: 1360.75 ms
[2022-04-11 17:00:07 main:574] : INFO : Epoch 1796 | loss: 0.031169 | val_loss: 0.0311814 | Time: 1513.2 ms
[2022-04-11 17:00:09 main:574] : INFO : Epoch 1797 | loss: 0.0311693 | val_loss: 0.0311813 | Time: 1419.91 ms
[2022-04-11 17:00:10 main:574] : INFO : Epoch 1798 | loss: 0.0311674 | val_loss: 0.0311822 | Time: 1474.84 ms
[2022-04-11 17:00:12 main:574] : INFO : Epoch 1799 | loss: 0.03117 | val_loss: 0.0311808 | Time: 1360.52 ms
[2022-04-11 17:00:13 main:574] : INFO : Epoch 1800 | loss: 0.0311696 | val_loss: 0.0311807 | Time: 1392.15 ms
[2022-04-11 17:00:15 main:574] : INFO : Epoch 1801 | loss: 0.0311676 | val_loss: 0.0311818 | Time: 1360.92 ms
[2022-04-11 17:00:16 main:574] : INFO : Epoch 1802 | loss: 0.0311679 | val_loss: 0.0311844 | Time: 1532.55 ms
[2022-04-11 17:00:17 main:574] : INFO : Epoch 1803 | loss: 0.0311675 | val_loss: 0.0311824 | Time: 1365.22 ms
[2022-04-11 17:00:19 main:574] : INFO : Epoch 1804 | loss: 0.0311677 | val_loss: 0.0311814 | Time: 1484.7 ms
[2022-04-11 17:00:20 main:574] : INFO : Epoch 1805 | loss: 0.0311678 | val_loss: 0.0311837 | Time: 1494.58 ms
[2022-04-11 17:00:22 main:574] : INFO : Epoch 1806 | loss: 0.0311707 | val_loss: 0.031185 | Time: 1496.99 ms
[2022-04-11 17:00:23 main:574] : INFO : Epoch 1807 | loss: 0.0311697 | val_loss: 0.0311821 | Time: 1460.33 ms
[2022-04-11 17:00:25 main:574] : INFO : Epoch 1808 | loss: 0.0311672 | val_loss: 0.0311815 | Time: 1499.96 ms
[2022-04-11 17:00:26 main:574] : INFO : Epoch 1809 | loss: 0.0311661 | val_loss: 0.0311806 | Time: 1443.45 ms
[2022-04-11 17:00:28 main:574] : INFO : Epoch 1810 | loss: 0.0311667 | val_loss: 0.0311812 | Time: 1471.98 ms
[2022-04-11 17:00:29 main:574] : INFO : Epoch 1811 | loss: 0.0311676 | val_loss: 0.0311818 | Time: 1468.39 ms
[2022-04-11 17:00:31 main:574] : INFO : Epoch 1812 | loss: 0.0311653 | val_loss: 0.0311819 | Time: 1508.92 ms
[2022-04-11 17:00:32 main:574] : INFO : Epoch 1813 | loss: 0.0311664 | val_loss: 0.0311824 | Time: 1416.46 ms
[2022-04-11 17:00:34 main:574] : INFO : Epoch 1814 | loss: 0.0311661 | val_loss: 0.0311793 | Time: 1505.2 ms
[2022-04-11 17:00:35 main:574] : INFO : Epoch 1815 | loss: 0.0311657 | val_loss: 0.0311809 | Time: 1446.74 ms
[2022-04-11 17:00:37 main:574] : INFO : Epoch 1816 | loss: 0.0311649 | val_loss: 0.0311811 | Time: 1500.09 ms
[2022-04-11 17:00:38 main:574] : INFO : Epoch 1817 | loss: 0.0311647 | val_loss: 0.0311819 | Time: 1420.94 ms
[2022-04-11 17:00:40 main:574] : INFO : Epoch 1818 | loss: 0.0311653 | val_loss: 0.031183 | Time: 1540.85 ms
[2022-04-11 17:00:41 main:574] : INFO : Epoch 1819 | loss: 0.0311658 | val_loss: 0.0311824 | Time: 1500.79 ms
[2022-04-11 17:00:43 main:574] : INFO : Epoch 1820 | loss: 0.031167 | val_loss: 0.0311812 | Time: 1370.83 ms
[2022-04-11 17:00:44 main:574] : INFO : Epoch 1821 | loss: 0.0311645 | val_loss: 0.0311842 | Time: 1483.88 ms
[2022-04-11 17:00:46 main:574] : INFO : Epoch 1822 | loss: 0.0311655 | val_loss: 0.0311834 | Time: 1521.34 ms
[2022-04-11 17:00:47 main:574] : INFO : Epoch 1823 | loss: 0.0311665 | val_loss: 0.031184 | Time: 1442.4 ms
[2022-04-11 17:00:49 main:574] : INFO : Epoch 1824 | loss: 0.0311662 | val_loss: 0.0311832 | Time: 1481.13 ms
[2022-04-11 17:00:50 main:574] : INFO : Epoch 1825 | loss: 0.0311633 | val_loss: 0.0311822 | Time: 1531.8 ms
[2022-04-11 17:00:52 main:574] : INFO : Epoch 1826 | loss: 0.0311639 | val_loss: 0.0311844 | Time: 1513.58 ms
[2022-04-11 17:00:54 main:574] : INFO : Epoch 1827 | loss: 0.031164 | val_loss: 0.0311815 | Time: 1497.4 ms
[2022-04-11 17:00:55 main:574] : INFO : Epoch 1828 | loss: 0.0311639 | val_loss: 0.0311844 | Time: 1408.94 ms
[2022-04-11 17:00:56 main:574] : INFO : Epoch 1829 | loss: 0.0311638 | val_loss: 0.0311823 | Time: 1504.69 ms
[2022-04-11 17:00:58 main:574] : INFO : Epoch 1830 | loss: 0.0311646 | val_loss: 0.031187 | Time: 1389.16 ms
[2022-04-11 17:00:59 main:574] : INFO : Epoch 1831 | loss: 0.0311648 | val_loss: 0.0311845 | Time: 1507.01 ms
[2022-04-11 17:01:01 main:574] : INFO : Epoch 1832 | loss: 0.0311645 | val_loss: 0.0311814 | Time: 1421.83 ms
[2022-04-11 17:01:02 main:574] : INFO : Epoch 1833 | loss: 0.031163 | val_loss: 0.0311798 | Time: 1446.52 ms
[2022-04-11 17:01:04 main:574] : INFO : Epoch 1834 | loss: 0.0311626 | val_loss: 0.0311798 | Time: 1506.43 ms
[2022-04-11 17:01:05 main:574] : INFO : Epoch 1835 | loss: 0.0311627 | val_loss: 0.0311831 | Time: 1370 ms
[2022-04-11 17:01:07 main:574] : INFO : Epoch 1836 | loss: 0.0311624 | val_loss: 0.0311814 | Time: 1581.05 ms
[2022-04-11 17:01:08 main:574] : INFO : Epoch 1837 | loss: 0.0311624 | val_loss: 0.0311832 | Time: 1385.08 ms
[2022-04-11 17:01:10 main:574] : INFO : Epoch 1838 | loss: 0.0311634 | val_loss: 0.0311817 | Time: 1400.04 ms
[2022-04-11 17:01:11 main:574] : INFO : Epoch 1839 | loss: 0.0311637 | val_loss: 0.0311781 | Time: 1378.69 ms
[2022-04-11 17:01:12 main:574] : INFO : Epoch 1840 | loss: 0.0311631 | val_loss: 0.0311804 | Time: 1469.22 ms
[2022-04-11 17:01:14 main:574] : INFO : Epoch 1841 | loss: 0.031165 | val_loss: 0.0311796 | Time: 1491.06 ms
[2022-04-11 17:01:16 main:574] : INFO : Epoch 1842 | loss: 0.031168 | val_loss: 0.0311795 | Time: 1515.42 ms
[2022-04-11 17:01:17 main:574] : INFO : Epoch 1843 | loss: 0.0311684 | val_loss: 0.0311802 | Time: 1423.92 ms
[2022-04-11 17:01:18 main:574] : INFO : Epoch 1844 | loss: 0.0311678 | val_loss: 0.0311833 | Time: 1383.89 ms
[2022-04-11 17:01:20 main:574] : INFO : Epoch 1845 | loss: 0.031168 | val_loss: 0.0311809 | Time: 1536.89 ms
[2022-04-11 17:01:21 main:574] : INFO : Epoch 1846 | loss: 0.0311652 | val_loss: 0.0311813 | Time: 1520.21 ms
[2022-04-11 17:01:23 main:574] : INFO : Epoch 1847 | loss: 0.0311649 | val_loss: 0.0311805 | Time: 1453.68 ms
[2022-04-11 17:01:24 main:574] : INFO : Epoch 1848 | loss: 0.0311643 | val_loss: 0.031182 | Time: 1488.76 ms
[2022-04-11 17:01:26 main:574] : INFO : Epoch 1849 | loss: 0.0311656 | val_loss: 0.0311807 | Time: 1455.47 ms
[2022-04-11 17:01:27 main:574] : INFO : Epoch 1850 | loss: 0.0311649 | val_loss: 0.0311833 | Time: 1381.03 ms
[2022-04-11 17:01:29 main:574] : INFO : Epoch 1851 | loss: 0.031169 | val_loss: 0.0311796 | Time: 1533.75 ms
[2022-04-11 17:01:30 main:574] : INFO : Epoch 1852 | loss: 0.0311738 | val_loss: 0.0311815 | Time: 1425.33 ms
[2022-04-11 17:01:32 main:574] : INFO : Epoch 1853 | loss: 0.0311742 | val_loss: 0.0311855 | Time: 1406.51 ms
[2022-04-11 17:01:33 main:574] : INFO : Epoch 1854 | loss: 0.0311739 | val_loss: 0.0311836 | Time: 1395.75 ms
[2022-04-11 17:01:35 main:574] : INFO : Epoch 1855 | loss: 0.0311712 | val_loss: 0.0311823 | Time: 1499.58 ms
[2022-04-11 17:01:36 main:574] : INFO : Epoch 1856 | loss: 0.0311718 | val_loss: 0.0311828 | Time: 1506.9 ms
[2022-04-11 17:01:38 main:574] : INFO : Epoch 1857 | loss: 0.0311726 | val_loss: 0.0311826 | Time: 1536.26 ms
[2022-04-11 17:01:39 main:574] : INFO : Epoch 1858 | loss: 0.031172 | val_loss: 0.0311792 | Time: 1527.38 ms
[2022-04-11 17:01:41 main:574] : INFO : Epoch 1859 | loss: 0.0311714 | val_loss: 0.0311895 | Time: 1539.26 ms
[2022-04-11 17:01:42 main:574] : INFO : Epoch 1860 | loss: 0.0311741 | val_loss: 0.0311834 | Time: 1423.72 ms
[2022-04-11 17:01:44 main:574] : INFO : Epoch 1861 | loss: 0.0311708 | val_loss: 0.0311798 | Time: 1506.84 ms
[2022-04-11 17:01:45 main:574] : INFO : Epoch 1862 | loss: 0.0311693 | val_loss: 0.0311803 | Time: 1464.12 ms
[2022-04-11 17:01:47 main:574] : INFO : Epoch 1863 | loss: 0.0311683 | val_loss: 0.031183 | Time: 1531.59 ms
[2022-04-11 17:01:48 main:574] : INFO : Epoch 1864 | loss: 0.0311698 | val_loss: 0.0311829 | Time: 1537.51 ms
[2022-04-11 17:01:50 main:574] : INFO : Epoch 1865 | loss: 0.031169 | val_loss: 0.0311825 | Time: 1458.15 ms
[2022-04-11 17:01:51 main:574] : INFO : Epoch 1866 | loss: 0.0311684 | val_loss: 0.0311839 | Time: 1450.35 ms
[2022-04-11 17:01:53 main:574] : INFO : Epoch 1867 | loss: 0.0311714 | val_loss: 0.0311823 | Time: 1461.79 ms
[2022-04-11 17:01:54 main:574] : INFO : Epoch 1868 | loss: 0.0311739 | val_loss: 0.0311825 | Time: 1526.29 ms
[2022-04-11 17:01:56 main:574] : INFO : Epoch 1869 | loss: 0.0311721 | val_loss: 0.031184 | Time: 1520.98 ms
[2022-04-11 17:01:57 main:574] : INFO : Epoch 1870 | loss: 0.0311719 | val_loss: 0.0311802 | Time: 1410.16 ms
[2022-04-11 17:01:59 main:574] : INFO : Epoch 1871 | loss: 0.0311727 | val_loss: 0.0311795 | Time: 1499.01 ms
[2022-04-11 17:02:00 main:574] : INFO : Epoch 1872 | loss: 0.0311719 | val_loss: 0.0311807 | Time: 1517.52 ms
[2022-04-11 17:02:02 main:574] : INFO : Epoch 1873 | loss: 0.0311712 | val_loss: 0.0311789 | Time: 1457.52 ms
[2022-04-11 17:02:03 main:574] : INFO : Epoch 1874 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 1463.65 ms
[2022-04-11 17:02:05 main:574] : INFO : Epoch 1875 | loss: 0.0311699 | val_loss: 0.0311781 | Time: 1539.84 ms
[2022-04-11 17:02:06 main:574] : INFO : Epoch 1876 | loss: 0.0311704 | val_loss: 0.0311786 | Time: 1481.48 ms
[2022-04-11 17:02:08 main:574] : INFO : Epoch 1877 | loss: 0.0311697 | val_loss: 0.0311772 | Time: 1516.36 ms
[2022-04-11 17:02:09 main:574] : INFO : Epoch 1878 | loss: 0.0311681 | val_loss: 0.031179 | Time: 1535.63 ms
[2022-04-11 17:02:11 main:574] : INFO : Epoch 1879 | loss: 0.0311685 | val_loss: 0.0311791 | Time: 1489.4 ms
[2022-04-11 17:02:12 main:574] : INFO : Epoch 1880 | loss: 0.0311698 | val_loss: 0.0311789 | Time: 1471.21 ms
[2022-04-11 17:02:14 main:574] : INFO : Epoch 1881 | loss: 0.0311702 | val_loss: 0.031181 | Time: 1446.88 ms
[2022-04-11 17:02:15 main:574] : INFO : Epoch 1882 | loss: 0.0311672 | val_loss: 0.031179 | Time: 1402.11 ms
[2022-04-11 17:02:17 main:574] : INFO : Epoch 1883 | loss: 0.031169 | val_loss: 0.0311795 | Time: 1424.87 ms
[2022-04-11 17:02:18 main:574] : INFO : Epoch 1884 | loss: 0.0311697 | val_loss: 0.0311846 | Time: 1409.12 ms
[2022-04-11 17:02:20 main:574] : INFO : Epoch 1885 | loss: 0.0311679 | val_loss: 0.0311793 | Time: 1535.58 ms
[2022-04-11 17:02:21 main:574] : INFO : Epoch 1886 | loss: 0.0311692 | val_loss: 0.0311796 | Time: 1546.05 ms
[2022-04-11 17:02:23 main:574] : INFO : Epoch 1887 | loss: 0.031174 | val_loss: 0.0311837 | Time: 1505.99 ms
[2022-04-11 17:02:24 main:574] : INFO : Epoch 1888 | loss: 0.0311781 | val_loss: 0.0311846 | Time: 1443.64 ms
[2022-04-11 17:02:26 main:574] : INFO : Epoch 1889 | loss: 0.0311793 | val_loss: 0.0311857 | Time: 1480.8 ms
[2022-04-11 17:02:27 main:574] : INFO : Epoch 1890 | loss: 0.0311781 | val_loss: 0.0311823 | Time: 1385.26 ms
[2022-04-11 17:02:29 main:574] : INFO : Epoch 1891 | loss: 0.0311774 | val_loss: 0.0311811 | Time: 1481.93 ms
[2022-04-11 17:02:30 main:574] : INFO : Epoch 1892 | loss: 0.0311757 | val_loss: 0.0311828 | Time: 1375.42 ms
[2022-04-11 17:02:31 main:574] : INFO : Epoch 1893 | loss: 0.0311736 | val_loss: 0.0311804 | Time: 1499.5 ms
[2022-04-11 17:02:33 main:574] : INFO : Epoch 1894 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 1462.93 ms
[2022-04-11 17:02:34 main:574] : INFO : Epoch 1895 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 1345.46 ms
[2022-04-11 17:02:36 main:574] : INFO : Epoch 1896 | loss: 0.031174 | val_loss: 0.0311806 | Time: 1385.97 ms
[2022-04-11 17:02:37 main:574] : INFO : Epoch 1897 | loss: 0.0311724 | val_loss: 0.0311813 | Time: 1565.8 ms
[2022-04-11 17:02:39 main:574] : INFO : Epoch 1898 | loss: 0.0311734 | val_loss: 0.0311825 | Time: 1466.24 ms
[2022-04-11 17:02:40 main:574] : INFO : Epoch 1899 | loss: 0.0311723 | val_loss: 0.0311818 | Time: 1374.87 ms
[2022-04-11 17:02:41 main:574] : INFO : Epoch 1900 | loss: 0.031172 | val_loss: 0.0311818 | Time: 1350.45 ms
[2022-04-11 17:02:43 main:574] : INFO : Epoch 1901 | loss: 0.0311724 | val_loss: 0.0311817 | Time: 1449.21 ms
[2022-04-11 17:02:44 main:574] : INFO : Epoch 1902 | loss: 0.0311707 | val_loss: 0.0311803 | Time: 1542.6 ms
[2022-04-11 17:02:46 main:574] : INFO : Epoch 1903 | loss: 0.0311703 | val_loss: 0.0311819 | Time: 1470.81 ms
[2022-04-11 17:02:47 main:574] : INFO : Epoch 1904 | loss: 0.0311696 | val_loss: 0.0311816 | Time: 1404.51 ms
[2022-04-11 17:02:49 main:574] : INFO : Epoch 1905 | loss: 0.0311694 | val_loss: 0.0311829 | Time: 1497.25 ms
[2022-04-11 17:02:50 main:574] : INFO : Epoch 1906 | loss: 0.0311696 | val_loss: 0.031185 | Time: 1518.59 ms
[2022-04-11 17:02:52 main:574] : INFO : Epoch 1907 | loss: 0.0311705 | val_loss: 0.0311814 | Time: 1508.21 ms
[2022-04-11 17:02:53 main:574] : INFO : Epoch 1908 | loss: 0.0311687 | val_loss: 0.0311823 | Time: 1524.89 ms
[2022-04-11 17:02:55 main:574] : INFO : Epoch 1909 | loss: 0.0311685 | val_loss: 0.0311853 | Time: 1450.58 ms
[2022-04-11 17:02:56 main:574] : INFO : Epoch 1910 | loss: 0.0311718 | val_loss: 0.0311886 | Time: 1495.43 ms
[2022-04-11 17:02:58 main:574] : INFO : Epoch 1911 | loss: 0.031171 | val_loss: 0.0311812 | Time: 1415.94 ms
[2022-04-11 17:02:59 main:574] : INFO : Epoch 1912 | loss: 0.0311695 | val_loss: 0.0311855 | Time: 1378.13 ms
[2022-04-11 17:03:01 main:574] : INFO : Epoch 1913 | loss: 0.0311685 | val_loss: 0.0311813 | Time: 1490.1 ms
[2022-04-11 17:03:02 main:574] : INFO : Epoch 1914 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 1399.38 ms
[2022-04-11 17:03:04 main:574] : INFO : Epoch 1915 | loss: 0.031168 | val_loss: 0.0311871 | Time: 1518 ms
[2022-04-11 17:03:05 main:574] : INFO : Epoch 1916 | loss: 0.0311687 | val_loss: 0.0311823 | Time: 1503.08 ms
[2022-04-11 17:03:07 main:574] : INFO : Epoch 1917 | loss: 0.0311678 | val_loss: 0.031181 | Time: 1453.71 ms
[2022-04-11 17:03:08 main:574] : INFO : Epoch 1918 | loss: 0.0311668 | val_loss: 0.031181 | Time: 1550.9 ms
[2022-04-11 17:03:10 main:574] : INFO : Epoch 1919 | loss: 0.0311668 | val_loss: 0.0311836 | Time: 1480.33 ms
[2022-04-11 17:03:11 main:574] : INFO : Epoch 1920 | loss: 0.031167 | val_loss: 0.0311833 | Time: 1474.82 ms
[2022-04-11 17:03:13 main:574] : INFO : Epoch 1921 | loss: 0.0311667 | val_loss: 0.0311848 | Time: 1503.27 ms
[2022-04-11 17:03:14 main:574] : INFO : Epoch 1922 | loss: 0.0311669 | val_loss: 0.0311814 | Time: 1347.23 ms
[2022-04-11 17:03:15 main:574] : INFO : Epoch 1923 | loss: 0.031169 | val_loss: 0.0311843 | Time: 1393.13 ms
[2022-04-11 17:03:17 main:574] : INFO : Epoch 1924 | loss: 0.031171 | val_loss: 0.0311858 | Time: 1433.04 ms
[2022-04-11 17:03:18 main:574] : INFO : Epoch 1925 | loss: 0.031172 | val_loss: 0.0311857 | Time: 1504.96 ms
[2022-04-11 17:03:20 main:574] : INFO : Epoch 1926 | loss: 0.0311704 | val_loss: 0.0311849 | Time: 1498.76 ms
[2022-04-11 17:03:21 main:574] : INFO : Epoch 1927 | loss: 0.0311692 | val_loss: 0.0311836 | Time: 1388.57 ms
[2022-04-11 17:03:23 main:574] : INFO : Epoch 1928 | loss: 0.0311699 | val_loss: 0.0311847 | Time: 1515.55 ms
[2022-04-11 17:03:24 main:574] : INFO : Epoch 1929 | loss: 0.0311695 | val_loss: 0.0311847 | Time: 1571.49 ms
[2022-04-11 17:03:26 main:574] : INFO : Epoch 1930 | loss: 0.031169 | val_loss: 0.0311849 | Time: 1460.04 ms
[2022-04-11 17:03:27 main:574] : INFO : Epoch 1931 | loss: 0.0311685 | val_loss: 0.031185 | Time: 1546.18 ms
[2022-04-11 17:03:29 main:574] : INFO : Epoch 1932 | loss: 0.0311678 | val_loss: 0.0311863 | Time: 1451.58 ms
[2022-04-11 17:03:30 main:574] : INFO : Epoch 1933 | loss: 0.0311683 | val_loss: 0.0311858 | Time: 1463.59 ms
[2022-04-11 17:03:32 main:574] : INFO : Epoch 1934 | loss: 0.0311683 | val_loss: 0.0311827 | Time: 1487.42 ms
[2022-04-11 17:03:33 main:574] : INFO : Epoch 1935 | loss: 0.0311678 | val_loss: 0.0311866 | Time: 1471.68 ms
[2022-04-11 17:03:35 main:574] : INFO : Epoch 1936 | loss: 0.0311695 | val_loss: 0.0311827 | Time: 1511.81 ms
[2022-04-11 17:03:36 main:574] : INFO : Epoch 1937 | loss: 0.0311695 | val_loss: 0.0311858 | Time: 1513.58 ms
[2022-04-11 17:03:38 main:574] : INFO : Epoch 1938 | loss: 0.0311678 | val_loss: 0.0311868 | Time: 1506.89 ms
[2022-04-11 17:03:39 main:574] : INFO : Epoch 1939 | loss: 0.0311676 | val_loss: 0.0311842 | Time: 1542.08 ms
[2022-04-11 17:03:41 main:574] : INFO : Epoch 1940 | loss: 0.0311672 | val_loss: 0.0311856 | Time: 1437.53 ms
[2022-04-11 17:03:43 main:574] : INFO : Epoch 1941 | loss: 0.031167 | val_loss: 0.0311861 | Time: 1496.73 ms
[2022-04-11 17:03:44 main:574] : INFO : Epoch 1942 | loss: 0.0311668 | val_loss: 0.0311857 | Time: 1377.94 ms
[2022-04-11 17:03:45 main:574] : INFO : Epoch 1943 | loss: 0.0311672 | val_loss: 0.0311859 | Time: 1446.01 ms
[2022-04-11 17:03:47 main:574] : INFO : Epoch 1944 | loss: 0.0311699 | val_loss: 0.0311869 | Time: 1485.24 ms
[2022-04-11 17:03:48 main:574] : INFO : Epoch 1945 | loss: 0.0311695 | val_loss: 0.0311856 | Time: 1416.86 ms
[2022-04-11 17:03:50 main:574] : INFO : Epoch 1946 | loss: 0.0311681 | val_loss: 0.0311838 | Time: 1353.35 ms
[2022-04-11 17:03:51 main:574] : INFO : Epoch 1947 | loss: 0.0311834 | val_loss: 0.0312369 | Time: 1461.4 ms
[2022-04-11 17:03:53 main:574] : INFO : Epoch 1948 | loss: 0.0311841 | val_loss: 0.0311896 | Time: 1541.24 ms
[2022-04-11 17:03:54 main:574] : INFO : Epoch 1949 | loss: 0.0311828 | val_loss: 0.03119 | Time: 1353.71 ms
[2022-04-11 17:03:56 main:574] : INFO : Epoch 1950 | loss: 0.0311705 | val_loss: 0.0311863 | Time: 1488.95 ms
[2022-04-11 17:03:57 main:574] : INFO : Epoch 1951 | loss: 0.0311698 | val_loss: 0.0311858 | Time: 1436.94 ms
[2022-04-11 17:03:59 main:574] : INFO : Epoch 1952 | loss: 0.0311707 | val_loss: 0.0311886 | Time: 1504.09 ms
[2022-04-11 17:04:00 main:574] : INFO : Epoch 1953 | loss: 0.0311682 | val_loss: 0.0311863 | Time: 1388.42 ms
[2022-04-11 17:04:01 main:574] : INFO : Epoch 1954 | loss: 0.0311668 | val_loss: 0.0311849 | Time: 1349.35 ms
[2022-04-11 17:04:03 main:574] : INFO : Epoch 1955 | loss: 0.0311655 | val_loss: 0.031189 | Time: 1510.1 ms
[2022-04-11 17:04:04 main:574] : INFO : Epoch 1956 | loss: 0.0311676 | val_loss: 0.0311864 | Time: 1450.79 ms
[2022-04-11 17:04:06 main:574] : INFO : Epoch 1957 | loss: 0.0311676 | val_loss: 0.0311871 | Time: 1496.13 ms
[2022-04-11 17:04:07 main:574] : INFO : Epoch 1958 | loss: 0.0311674 | val_loss: 0.031189 | Time: 1386.2 ms
[2022-04-11 17:04:09 main:574] : INFO : Epoch 1959 | loss: 0.0311662 | val_loss: 0.0311863 | Time: 1390.29 ms
[2022-04-11 17:04:10 main:574] : INFO : Epoch 1960 | loss: 0.0311666 | val_loss: 0.0311878 | Time: 1408.87 ms
[2022-04-11 17:04:11 main:574] : INFO : Epoch 1961 | loss: 0.0311651 | val_loss: 0.0311889 | Time: 1401.83 ms
[2022-04-11 17:04:13 main:574] : INFO : Epoch 1962 | loss: 0.031165 | val_loss: 0.031186 | Time: 1495.36 ms
[2022-04-11 17:04:14 main:574] : INFO : Epoch 1963 | loss: 0.0311651 | val_loss: 0.031187 | Time: 1525.6 ms
[2022-04-11 17:04:16 main:574] : INFO : Epoch 1964 | loss: 0.0311655 | val_loss: 0.0311869 | Time: 1506.22 ms
[2022-04-11 17:04:17 main:574] : INFO : Epoch 1965 | loss: 0.0311693 | val_loss: 0.0311839 | Time: 1500.77 ms
[2022-04-11 17:04:19 main:574] : INFO : Epoch 1966 | loss: 0.0311697 | val_loss: 0.0311843 | Time: 1433.24 ms
[2022-04-11 17:04:20 main:574] : INFO : Epoch 1967 | loss: 0.0311686 | val_loss: 0.0311887 | Time: 1353.79 ms
[2022-04-11 17:04:22 main:574] : INFO : Epoch 1968 | loss: 0.0311689 | val_loss: 0.0311872 | Time: 1497.83 ms
[2022-04-11 17:04:23 main:574] : INFO : Epoch 1969 | loss: 0.0311679 | val_loss: 0.0311829 | Time: 1487.64 ms
[2022-04-11 17:04:25 main:574] : INFO : Epoch 1970 | loss: 0.0311661 | val_loss: 0.0311856 | Time: 1492.57 ms
[2022-04-11 17:04:26 main:574] : INFO : Epoch 1971 | loss: 0.0311653 | val_loss: 0.0311856 | Time: 1497.72 ms
[2022-04-11 17:04:28 main:574] : INFO : Epoch 1972 | loss: 0.0311648 | val_loss: 0.0311842 | Time: 1483.62 ms
[2022-04-11 17:04:29 main:574] : INFO : Epoch 1973 | loss: 0.0311646 | val_loss: 0.0311823 | Time: 1492.88 ms
[2022-04-11 17:04:31 main:574] : INFO : Epoch 1974 | loss: 0.031164 | val_loss: 0.0311828 | Time: 1509.5 ms
[2022-04-11 17:04:32 main:574] : INFO : Epoch 1975 | loss: 0.0311629 | val_loss: 0.0311839 | Time: 1481.13 ms
[2022-04-11 17:04:34 main:574] : INFO : Epoch 1976 | loss: 0.031164 | val_loss: 0.0311831 | Time: 1417.89 ms
[2022-04-11 17:04:35 main:574] : INFO : Epoch 1977 | loss: 0.0311639 | val_loss: 0.0311841 | Time: 1435.13 ms
[2022-04-11 17:04:37 main:574] : INFO : Epoch 1978 | loss: 0.0311634 | val_loss: 0.0311828 | Time: 1466.88 ms
[2022-04-11 17:04:38 main:574] : INFO : Epoch 1979 | loss: 0.0311634 | val_loss: 0.0311848 | Time: 1492.03 ms
[2022-04-11 17:04:40 main:574] : INFO : Epoch 1980 | loss: 0.0311629 | val_loss: 0.0311845 | Time: 1457.75 ms
[2022-04-11 17:04:41 main:574] : INFO : Epoch 1981 | loss: 0.0311638 | val_loss: 0.0311827 | Time: 1477.73 ms
[2022-04-11 17:04:43 main:574] : INFO : Epoch 1982 | loss: 0.0311653 | val_loss: 0.031183 | Time: 1501.56 ms
[2022-04-11 17:04:44 main:574] : INFO : Epoch 1983 | loss: 0.0311669 | val_loss: 0.0311851 | Time: 1455.96 ms
[2022-04-11 17:04:46 main:574] : INFO : Epoch 1984 | loss: 0.0311678 | val_loss: 0.0311812 | Time: 1488.49 ms
[2022-04-11 17:04:47 main:574] : INFO : Epoch 1985 | loss: 0.0311783 | val_loss: 0.031183 | Time: 1372.89 ms
[2022-04-11 17:04:48 main:574] : INFO : Epoch 1986 | loss: 0.0311955 | val_loss: 0.0311966 | Time: 1435.41 ms
[2022-04-11 17:04:50 main:574] : INFO : Epoch 1987 | loss: 0.0311928 | val_loss: 0.0311905 | Time: 1488.96 ms
[2022-04-11 17:04:51 main:574] : INFO : Epoch 1988 | loss: 0.0311905 | val_loss: 0.0311899 | Time: 1447.8 ms
[2022-04-11 17:04:53 main:574] : INFO : Epoch 1989 | loss: 0.0311872 | val_loss: 0.0311888 | Time: 1570.88 ms
[2022-04-11 17:04:54 main:574] : INFO : Epoch 1990 | loss: 0.0311856 | val_loss: 0.0311882 | Time: 1474.33 ms
[2022-04-11 17:04:56 main:574] : INFO : Epoch 1991 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 1532.41 ms
[2022-04-11 17:04:57 main:574] : INFO : Epoch 1992 | loss: 0.0311835 | val_loss: 0.0311858 | Time: 1385.89 ms
[2022-04-11 17:04:59 main:574] : INFO : Epoch 1993 | loss: 0.031182 | val_loss: 0.0311855 | Time: 1446.47 ms
[2022-04-11 17:05:00 main:574] : INFO : Epoch 1994 | loss: 0.0311805 | val_loss: 0.0311848 | Time: 1466.96 ms
[2022-04-11 17:05:02 main:574] : INFO : Epoch 1995 | loss: 0.0311797 | val_loss: 0.031187 | Time: 1511.68 ms
[2022-04-11 17:05:03 main:574] : INFO : Epoch 1996 | loss: 0.03118 | val_loss: 0.0311852 | Time: 1540.65 ms
[2022-04-11 17:05:05 main:574] : INFO : Epoch 1997 | loss: 0.0311777 | val_loss: 0.0311842 | Time: 1359.11 ms
[2022-04-11 17:05:06 main:574] : INFO : Epoch 1998 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 1455.33 ms
[2022-04-11 17:05:08 main:574] : INFO : Epoch 1999 | loss: 0.0311767 | val_loss: 0.0311867 | Time: 1465.68 ms
[2022-04-11 17:05:09 main:574] : INFO : Epoch 2000 | loss: 0.0311764 | val_loss: 0.0311849 | Time: 1451.02 ms
[2022-04-11 17:05:11 main:574] : INFO : Epoch 2001 | loss: 0.0311757 | val_loss: 0.0311844 | Time: 1444.98 ms
[2022-04-11 17:05:12 main:574] : INFO : Epoch 2002 | loss: 0.0311755 | val_loss: 0.0311831 | Time: 1472.41 ms
[2022-04-11 17:05:14 main:574] : INFO : Epoch 2003 | loss: 0.031174 | val_loss: 0.0311843 | Time: 1360.91 ms
[2022-04-11 17:05:15 main:574] : INFO : Epoch 2004 | loss: 0.0311749 | val_loss: 0.0311853 | Time: 1522 ms
[2022-04-11 17:05:17 main:574] : INFO : Epoch 2005 | loss: 0.0311749 | val_loss: 0.0311843 | Time: 1551.62 ms
[2022-04-11 17:05:18 main:574] : INFO : Epoch 2006 | loss: 0.0311734 | val_loss: 0.0311842 | Time: 1439.11 ms
[2022-04-11 17:05:20 main:574] : INFO : Epoch 2007 | loss: 0.0311735 | val_loss: 0.0311845 | Time: 1570.44 ms
[2022-04-11 17:05:21 main:574] : INFO : Epoch 2008 | loss: 0.0311736 | val_loss: 0.0311839 | Time: 1365.72 ms
[2022-04-11 17:05:23 main:574] : INFO : Epoch 2009 | loss: 0.0311728 | val_loss: 0.0311831 | Time: 1526.88 ms
[2022-04-11 17:05:24 main:574] : INFO : Epoch 2010 | loss: 0.0311769 | val_loss: 0.0311817 | Time: 1536.11 ms
[2022-04-11 17:05:26 main:574] : INFO : Epoch 2011 | loss: 0.0311806 | val_loss: 0.0311828 | Time: 1502 ms
[2022-04-11 17:05:27 main:574] : INFO : Epoch 2012 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 1498.18 ms
[2022-04-11 17:05:29 main:574] : INFO : Epoch 2013 | loss: 0.031176 | val_loss: 0.0311823 | Time: 1452.97 ms
[2022-04-11 17:05:30 main:574] : INFO : Epoch 2014 | loss: 0.0311752 | val_loss: 0.0311831 | Time: 1493.51 ms
[2022-04-11 17:05:32 main:574] : INFO : Epoch 2015 | loss: 0.0311756 | val_loss: 0.0311844 | Time: 1421.88 ms
[2022-04-11 17:05:33 main:574] : INFO : Epoch 2016 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 1411.92 ms
[2022-04-11 17:05:34 main:574] : INFO : Epoch 2017 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 1416.92 ms
[2022-04-11 17:05:36 main:574] : INFO : Epoch 2018 | loss: 0.0311744 | val_loss: 0.0311862 | Time: 1426.81 ms
[2022-04-11 17:05:37 main:574] : INFO : Epoch 2019 | loss: 0.0311736 | val_loss: 0.03118 | Time: 1431.02 ms
[2022-04-11 17:05:39 main:574] : INFO : Epoch 2020 | loss: 0.0311712 | val_loss: 0.0311818 | Time: 1430.61 ms
[2022-04-11 17:05:40 main:574] : INFO : Epoch 2021 | loss: 0.0311725 | val_loss: 0.0311799 | Time: 1441.88 ms
[2022-04-11 17:05:42 main:574] : INFO : Epoch 2022 | loss: 0.0311707 | val_loss: 0.031179 | Time: 1416.53 ms
[2022-04-11 17:05:43 main:574] : INFO : Epoch 2023 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 1498.99 ms
[2022-04-11 17:05:44 main:574] : INFO : Epoch 2024 | loss: 0.0311731 | val_loss: 0.031178 | Time: 1428.54 ms
[2022-04-11 17:05:46 main:574] : INFO : Epoch 2025 | loss: 0.0311701 | val_loss: 0.0311782 | Time: 1526.16 ms
[2022-04-11 17:05:48 main:574] : INFO : Epoch 2026 | loss: 0.0311707 | val_loss: 0.0311791 | Time: 1491.61 ms
[2022-04-11 17:05:49 main:574] : INFO : Epoch 2027 | loss: 0.031169 | val_loss: 0.0311795 | Time: 1472.71 ms
[2022-04-11 17:05:50 main:574] : INFO : Epoch 2028 | loss: 0.0311689 | val_loss: 0.0311797 | Time: 1444.5 ms
[2022-04-11 17:05:52 main:574] : INFO : Epoch 2029 | loss: 0.0311696 | val_loss: 0.0311806 | Time: 1495.95 ms
[2022-04-11 17:05:53 main:574] : INFO : Epoch 2030 | loss: 0.0311691 | val_loss: 0.031178 | Time: 1476.81 ms
[2022-04-11 17:05:55 main:574] : INFO : Epoch 2031 | loss: 0.0311677 | val_loss: 0.03118 | Time: 1500.7 ms
[2022-04-11 17:05:56 main:574] : INFO : Epoch 2032 | loss: 0.0311707 | val_loss: 0.0311811 | Time: 1391.73 ms
[2022-04-11 17:05:58 main:574] : INFO : Epoch 2033 | loss: 0.0311688 | val_loss: 0.0311826 | Time: 1503.3 ms
[2022-04-11 17:05:59 main:574] : INFO : Epoch 2034 | loss: 0.0311675 | val_loss: 0.0311806 | Time: 1508.18 ms
[2022-04-11 17:06:01 main:574] : INFO : Epoch 2035 | loss: 0.031168 | val_loss: 0.0311782 | Time: 1471.34 ms
[2022-04-11 17:06:02 main:574] : INFO : Epoch 2036 | loss: 0.0311681 | val_loss: 0.0311788 | Time: 1521.08 ms
[2022-04-11 17:06:04 main:574] : INFO : Epoch 2037 | loss: 0.0311687 | val_loss: 0.0311794 | Time: 1507.14 ms
[2022-04-11 17:06:05 main:574] : INFO : Epoch 2038 | loss: 0.031168 | val_loss: 0.0311786 | Time: 1444.84 ms
[2022-04-11 17:06:07 main:574] : INFO : Epoch 2039 | loss: 0.0311674 | val_loss: 0.0311791 | Time: 1482.78 ms
[2022-04-11 17:06:08 main:574] : INFO : Epoch 2040 | loss: 0.0311677 | val_loss: 0.0311818 | Time: 1436.22 ms
[2022-04-11 17:06:10 main:574] : INFO : Epoch 2041 | loss: 0.0311666 | val_loss: 0.0311815 | Time: 1484.31 ms
[2022-04-11 17:06:11 main:574] : INFO : Epoch 2042 | loss: 0.0311689 | val_loss: 0.0311792 | Time: 1480.59 ms
[2022-04-11 17:06:13 main:574] : INFO : Epoch 2043 | loss: 0.0311667 | val_loss: 0.0311794 | Time: 1362.24 ms
[2022-04-11 17:06:14 main:574] : INFO : Epoch 2044 | loss: 0.0311665 | val_loss: 0.0311792 | Time: 1412.23 ms
[2022-04-11 17:06:16 main:574] : INFO : Epoch 2045 | loss: 0.0311662 | val_loss: 0.0311786 | Time: 1381.15 ms
[2022-04-11 17:06:17 main:574] : INFO : Epoch 2046 | loss: 0.0311656 | val_loss: 0.0311786 | Time: 1355.66 ms
[2022-04-11 17:06:18 main:574] : INFO : Epoch 2047 | loss: 0.0311655 | val_loss: 0.0311805 | Time: 1397.06 ms
[2022-04-11 17:06:20 main:574] : INFO : Epoch 2048 | loss: 0.0311664 | val_loss: 0.0311785 | Time: 1481.4 ms
[2022-04-11 17:06:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311785
[2022-04-11 17:06:20 main:603] : INFO : Saving end state to config to file
[2022-04-11 17:06:20 main:608] : INFO : Success, exiting..
17:06:20 (10808): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)