Task 11320634
| Name | ParityModified-1638636002-3331-3-0_1 |
| Workunit | 8131586 |
| Created | 3 Feb 2022, 7:05:25 UTC |
| Sent | 3 Feb 2022, 9:30:07 UTC |
| Report deadline | 11 Feb 2022, 9:30:07 UTC |
| Received | 3 Feb 2022, 12:58:17 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17254 |
| Run time | 50 min 7 sec |
| CPU time | 49 min 21 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,421.28 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311835 | val_loss: 0.0311855 | Time: 1467.41 ms [2022-02-03 04:35:43 main:574] : INFO : Epoch 1543 | loss: 0.0311825 | val_loss: 0.0311857 | Time: 1421.86 ms [2022-02-03 04:35:44 main:574] : INFO : Epoch 1544 | loss: 0.0311821 | val_loss: 0.0311854 | Time: 1456.41 ms [2022-02-03 04:35:46 main:574] : INFO : Epoch 1545 | loss: 0.031183 | val_loss: 0.0311854 | Time: 1425.78 ms [2022-02-03 04:35:47 main:574] : INFO : Epoch 1546 | loss: 0.0311818 | val_loss: 0.0311847 | Time: 1449.04 ms [2022-02-03 04:35:49 main:574] : INFO : Epoch 1547 | loss: 0.0311818 | val_loss: 0.031187 | Time: 1442.28 ms [2022-02-03 04:35:50 main:574] : INFO : Epoch 1548 | loss: 0.0311832 | val_loss: 0.0311851 | Time: 1440.06 ms [2022-02-03 04:35:52 main:574] : INFO : Epoch 1549 | loss: 0.0311822 | val_loss: 0.0311849 | Time: 1415.99 ms [2022-02-03 04:35:53 main:574] : INFO : Epoch 1550 | loss: 0.0311816 | val_loss: 0.0311848 | Time: 1444.77 ms [2022-02-03 04:35:54 main:574] : INFO : Epoch 1551 | loss: 0.0311816 | val_loss: 0.0311854 | Time: 1475.78 ms [2022-02-03 04:35:56 main:574] : INFO : Epoch 1552 | loss: 0.0311818 | val_loss: 0.0311858 | Time: 1460.86 ms [2022-02-03 04:35:57 main:574] : INFO : Epoch 1553 | loss: 0.0311831 | val_loss: 0.0311874 | Time: 1433.37 ms [2022-02-03 04:35:59 main:574] : INFO : Epoch 1554 | loss: 0.0311822 | val_loss: 0.0311854 | Time: 1442.62 ms [2022-02-03 04:36:00 main:574] : INFO : Epoch 1555 | loss: 0.0311815 | val_loss: 0.031185 | Time: 1452.05 ms [2022-02-03 04:36:02 main:574] : INFO : Epoch 1556 | loss: 0.0311818 | val_loss: 0.031186 | Time: 1442.3 ms [2022-02-03 04:36:03 main:574] : INFO : Epoch 1557 | loss: 0.031181 | val_loss: 0.0311848 | Time: 1444.39 ms [2022-02-03 04:36:05 main:574] : INFO : Epoch 1558 | loss: 0.0311804 | val_loss: 0.0311851 | Time: 1429.95 ms [2022-02-03 04:36:06 main:574] : INFO : Epoch 1559 | loss: 0.0311804 | val_loss: 0.0311843 | Time: 1415.75 ms [2022-02-03 04:36:07 main:574] : INFO : Epoch 1560 | loss: 0.0311813 | val_loss: 0.0311854 | Time: 1450.06 ms [2022-02-03 04:36:09 main:574] : INFO : Epoch 1561 | loss: 0.0311801 | val_loss: 0.0311845 | Time: 1449.59 ms [2022-02-03 04:36:10 main:574] : INFO : Epoch 1562 | loss: 0.031181 | val_loss: 0.0311863 | Time: 1453.83 ms [2022-02-03 04:36:12 main:574] : INFO : Epoch 1563 | loss: 0.0311803 | val_loss: 0.031186 | Time: 1445.79 ms [2022-02-03 04:36:13 main:574] : INFO : Epoch 1564 | loss: 0.0311808 | val_loss: 0.0311844 | Time: 1454.62 ms [2022-02-03 04:36:15 main:574] : INFO : Epoch 1565 | loss: 0.0311803 | val_loss: 0.0311857 | Time: 1463.44 ms [2022-02-03 04:36:16 main:574] : INFO : Epoch 1566 | loss: 0.0311809 | val_loss: 0.0311859 | Time: 1417.66 ms [2022-02-03 04:36:18 main:574] : INFO : Epoch 1567 | loss: 0.0311805 | val_loss: 0.0311849 | Time: 1429.37 ms [2022-02-03 04:36:19 main:574] : INFO : Epoch 1568 | loss: 0.031181 | val_loss: 0.0311864 | Time: 1457.64 ms [2022-02-03 04:36:20 main:574] : INFO : Epoch 1569 | loss: 0.0311813 | val_loss: 0.0311842 | Time: 1444.28 ms [2022-02-03 04:36:22 main:574] : INFO : Epoch 1570 | loss: 0.031181 | val_loss: 0.0311883 | Time: 1503.91 ms [2022-02-03 04:36:23 main:574] : INFO : Epoch 1571 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 1448.36 ms [2022-02-03 04:36:25 main:574] : INFO : Epoch 1572 | loss: 0.0311805 | val_loss: 0.031186 | Time: 1424.66 ms [2022-02-03 04:36:26 main:574] : INFO : Epoch 1573 | loss: 0.031181 | val_loss: 0.0311857 | Time: 1472.58 ms [2022-02-03 04:36:28 main:574] : INFO : Epoch 1574 | loss: 0.0311803 | val_loss: 0.0311853 | Time: 1470.99 ms [2022-02-03 04:36:29 main:574] : INFO : Epoch 1575 | loss: 0.0311802 | val_loss: 0.0311865 | Time: 1453.55 ms [2022-02-03 04:36:31 main:574] : INFO : Epoch 1576 | loss: 0.0311804 | val_loss: 0.0311844 | Time: 1462.52 ms [2022-02-03 04:36:32 main:574] : INFO : Epoch 1577 | loss: 0.0311794 | val_loss: 0.0311847 | Time: 1453.09 ms [2022-02-03 04:36:34 main:574] : INFO : Epoch 1578 | loss: 0.0311796 | val_loss: 0.0311862 | Time: 1441.34 ms [2022-02-03 04:36:35 main:574] : INFO : Epoch 1579 | loss: 0.0311819 | val_loss: 0.0311915 | Time: 1451.6 ms [2022-02-03 04:36:37 main:574] : INFO : Epoch 1580 | loss: 0.0311799 | val_loss: 0.0311859 | Time: 1442.23 ms [2022-02-03 04:36:38 main:574] : INFO : Epoch 1581 | loss: 0.0311803 | val_loss: 0.0311858 | Time: 1456.51 ms [2022-02-03 04:36:39 main:574] : INFO : Epoch 1582 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 1448.46 ms [2022-02-03 04:36:41 main:574] : INFO : Epoch 1583 | loss: 0.0311789 | val_loss: 0.0311844 | Time: 1464.9 ms [2022-02-03 04:36:42 main:574] : INFO : Epoch 1584 | loss: 0.0311797 | val_loss: 0.0311863 | Time: 1428.76 ms [2022-02-03 04:36:44 main:574] : INFO : Epoch 1585 | loss: 0.0311799 | val_loss: 0.0311859 | Time: 1469.91 ms [2022-02-03 04:36:45 main:574] : INFO : Epoch 1586 | loss: 0.0311783 | val_loss: 0.0311838 | Time: 1443.52 ms [2022-02-03 04:36:47 main:574] : INFO : Epoch 1587 | loss: 0.0311786 | val_loss: 0.0311839 | Time: 1465.85 ms [2022-02-03 04:36:48 main:574] : INFO : Epoch 1588 | loss: 0.0311793 | val_loss: 0.0311843 | Time: 1439.83 ms [2022-02-03 04:36:50 main:574] : INFO : Epoch 1589 | loss: 0.0311802 | val_loss: 0.0311857 | Time: 1468.13 ms [2022-02-03 04:36:51 main:574] : INFO : Epoch 1590 | loss: 0.031181 | val_loss: 0.0311925 | Time: 1434.25 ms [2022-02-03 04:36:53 main:574] : INFO : Epoch 1591 | loss: 0.0311793 | val_loss: 0.0311833 | Time: 1437.14 ms [2022-02-03 04:36:54 main:574] : INFO : Epoch 1592 | loss: 0.0311779 | val_loss: 0.0311838 | Time: 1481.08 ms [2022-02-03 04:36:55 main:574] : INFO : Epoch 1593 | loss: 0.031178 | val_loss: 0.0311845 | Time: 1435.14 ms [2022-02-03 04:36:57 main:574] : INFO : Epoch 1594 | loss: 0.0311785 | val_loss: 0.0311877 | Time: 1459.51 ms [2022-02-03 04:36:58 main:574] : INFO : Epoch 1595 | loss: 0.0311795 | val_loss: 0.0311844 | Time: 1444.8 ms [2022-02-03 04:37:00 main:574] : INFO : Epoch 1596 | loss: 0.0311788 | val_loss: 0.0311893 | Time: 1437.58 ms [2022-02-03 04:37:01 main:574] : INFO : Epoch 1597 | loss: 0.031179 | val_loss: 0.0311844 | Time: 1432.23 ms [2022-02-03 04:37:03 main:574] : INFO : Epoch 1598 | loss: 0.0311786 | val_loss: 0.0311861 | Time: 1425.91 ms [2022-02-03 04:37:04 main:574] : INFO : Epoch 1599 | loss: 0.0311788 | val_loss: 0.0311848 | Time: 1420.13 ms [2022-02-03 04:37:06 main:574] : INFO : Epoch 1600 | loss: 0.0311784 | val_loss: 0.0311841 | Time: 1443 ms [2022-02-03 04:37:07 main:574] : INFO : Epoch 1601 | loss: 0.0311788 | val_loss: 0.0311834 | Time: 1454.71 ms [2022-02-03 04:37:08 main:574] : INFO : Epoch 1602 | loss: 0.0311786 | val_loss: 0.0311836 | Time: 1438.66 ms [2022-02-03 04:37:10 main:574] : INFO : Epoch 1603 | loss: 0.0311775 | val_loss: 0.0311837 | Time: 1439.87 ms [2022-02-03 04:37:11 main:574] : INFO : Epoch 1604 | loss: 0.0311782 | val_loss: 0.0311848 | Time: 1424.39 ms [2022-02-03 04:37:13 main:574] : INFO : Epoch 1605 | loss: 0.0311816 | val_loss: 0.0311903 | Time: 1459.64 ms [2022-02-03 04:37:14 main:574] : INFO : Epoch 1606 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 1409.22 ms [2022-02-03 04:37:16 main:574] : INFO : Epoch 1607 | loss: 0.0311768 | val_loss: 0.0311872 | Time: 1443.59 ms [2022-02-03 04:37:17 main:574] : INFO : Epoch 1608 | loss: 0.0311789 | val_loss: 0.031187 | Time: 1447.31 ms [2022-02-03 04:37:19 main:574] : INFO : Epoch 1609 | loss: 0.0311782 | val_loss: 0.031184 | Time: 1464.2 ms [2022-02-03 04:37:20 main:574] : INFO : Epoch 1610 | loss: 0.0311784 | val_loss: 0.0311877 | Time: 1462.49 ms [2022-02-03 04:37:21 main:574] : INFO : Epoch 1611 | loss: 0.03118 | val_loss: 0.0311951 | Time: 1442.53 ms [2022-02-03 04:37:23 main:574] : INFO : Epoch 1612 | loss: 0.0311797 | val_loss: 0.0311855 | Time: 1469.71 ms [2022-02-03 04:37:24 main:574] : INFO : Epoch 1613 | loss: 0.0311769 | val_loss: 0.0311846 | Time: 1448.76 ms [2022-02-03 04:37:26 main:574] : INFO : Epoch 1614 | loss: 0.0311772 | val_loss: 0.0311848 | Time: 1451.77 ms [2022-02-03 04:37:27 main:574] : INFO : Epoch 1615 | loss: 0.0311764 | val_loss: 0.031186 | Time: 1427.04 ms [2022-02-03 04:37:29 main:574] : INFO : Epoch 1616 | loss: 0.0311777 | val_loss: 0.0311837 | Time: 1436.97 ms [2022-02-03 04:37:30 main:574] : INFO : Epoch 1617 | loss: 0.031177 | val_loss: 0.0311858 | Time: 1457.96 ms [2022-02-03 04:37:32 main:574] : INFO : Epoch 1618 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 1445.13 ms [2022-02-03 04:37:33 main:574] : INFO : Epoch 1619 | loss: 0.0311785 | val_loss: 0.0311853 | Time: 1445.01 ms [2022-02-03 04:37:35 main:574] : INFO : Epoch 1620 | loss: 0.031177 | val_loss: 0.0311872 | Time: 1437.43 ms [2022-02-03 04:37:36 main:574] : INFO : Epoch 1621 | loss: 0.0311779 | val_loss: 0.031186 | Time: 1426.59 ms [2022-02-03 04:37:37 main:574] : INFO : Epoch 1622 | loss: 0.031177 | val_loss: 0.0311899 | Time: 1453.32 ms [2022-02-03 04:37:39 main:574] : INFO : Epoch 1623 | loss: 0.0311776 | val_loss: 0.0311835 | Time: 1450.15 ms [2022-02-03 04:37:40 main:574] : INFO : Epoch 1624 | loss: 0.0311754 | val_loss: 0.0311831 | Time: 1429.99 ms [2022-02-03 04:37:42 main:574] : INFO : Epoch 1625 | loss: 0.0311758 | val_loss: 0.0311836 | Time: 1443.98 ms [2022-02-03 04:37:43 main:574] : INFO : Epoch 1626 | loss: 0.0311771 | val_loss: 0.0311851 | Time: 1439.04 ms [2022-02-03 04:37:45 main:574] : INFO : Epoch 1627 | loss: 0.0311781 | val_loss: 0.0311854 | Time: 1464.2 ms [2022-02-03 04:37:46 main:574] : INFO : Epoch 1628 | loss: 0.031177 | val_loss: 0.0311847 | Time: 1448.69 ms [2022-02-03 04:37:48 main:574] : INFO : Epoch 1629 | loss: 0.031176 | val_loss: 0.0311838 | Time: 1454.22 ms [2022-02-03 04:37:49 main:574] : INFO : Epoch 1630 | loss: 0.0311767 | val_loss: 0.0311842 | Time: 1469.95 ms [2022-02-03 04:37:51 main:574] : INFO : Epoch 1631 | loss: 0.0311756 | val_loss: 0.0311857 | Time: 1474.86 ms [2022-02-03 04:37:52 main:574] : INFO : Epoch 1632 | loss: 0.0311769 | val_loss: 0.0311892 | Time: 1464.51 ms [2022-02-03 04:37:53 main:574] : INFO : Epoch 1633 | loss: 0.0311769 | val_loss: 0.031184 | Time: 1447.1 ms [2022-02-03 04:37:55 main:574] : INFO : Epoch 1634 | loss: 0.031175 | val_loss: 0.0311839 | Time: 1429.97 ms [2022-02-03 04:37:56 main:574] : INFO : Epoch 1635 | loss: 0.031175 | val_loss: 0.0311839 | Time: 1433.96 ms [2022-02-03 04:37:58 main:574] : INFO : Epoch 1636 | loss: 0.031175 | val_loss: 0.0311878 | Time: 1491.6 ms [2022-02-03 04:37:59 main:574] : INFO : Epoch 1637 | loss: 0.0311757 | val_loss: 0.0311846 | Time: 1457.79 ms [2022-02-03 04:38:01 main:574] : INFO : Epoch 1638 | loss: 0.0311756 | val_loss: 0.0311841 | Time: 1444.7 ms [2022-02-03 04:38:02 main:574] : INFO : Epoch 1639 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 1476.03 ms [2022-02-03 04:38:04 main:574] : INFO : Epoch 1640 | loss: 0.0311797 | val_loss: 0.0311859 | Time: 1413.84 ms [2022-02-03 04:38:05 main:574] : INFO : Epoch 1641 | loss: 0.0311775 | val_loss: 0.0311934 | Time: 1457.56 ms [2022-02-03 04:38:07 main:574] : INFO : Epoch 1642 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 1447.21 ms [2022-02-03 04:38:08 main:574] : INFO : Epoch 1643 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 1415.69 ms [2022-02-03 04:38:09 main:574] : INFO : Epoch 1644 | loss: 0.0311753 | val_loss: 0.0311842 | Time: 1488.54 ms [2022-02-03 04:38:11 main:574] : INFO : Epoch 1645 | loss: 0.0311758 | val_loss: 0.0311847 | Time: 1482.79 ms [2022-02-03 04:38:12 main:574] : INFO : Epoch 1646 | loss: 0.0311747 | val_loss: 0.031185 | Time: 1436.77 ms [2022-02-03 04:38:14 main:574] : INFO : Epoch 1647 | loss: 0.0311745 | val_loss: 0.031185 | Time: 1417.39 ms [2022-02-03 04:38:15 main:574] : INFO : Epoch 1648 | loss: 0.031174 | val_loss: 0.0311837 | Time: 1435.3 ms [2022-02-03 04:38:17 main:574] : INFO : Epoch 1649 | loss: 0.0311755 | val_loss: 0.0311837 | Time: 1454.64 ms [2022-02-03 04:38:18 main:574] : INFO : Epoch 1650 | loss: 0.0311748 | val_loss: 0.0311854 | Time: 1478.63 ms [2022-02-03 04:38:20 main:574] : INFO : Epoch 1651 | loss: 0.0311739 | val_loss: 0.0311835 | Time: 1448.42 ms [2022-02-03 04:38:21 main:574] : INFO : Epoch 1652 | loss: 0.0311754 | val_loss: 0.0311834 | Time: 1438.81 ms [2022-02-03 04:38:22 main:574] : INFO : Epoch 1653 | loss: 0.0311756 | val_loss: 0.0311833 | Time: 1425.76 ms [2022-02-03 04:38:24 main:574] : INFO : Epoch 1654 | loss: 0.0311744 | val_loss: 0.031184 | Time: 1450.53 ms [2022-02-03 04:38:25 main:574] : INFO : Epoch 1655 | loss: 0.0311752 | val_loss: 0.0311866 | Time: 1461.15 ms [2022-02-03 04:38:27 main:574] : INFO : Epoch 1656 | loss: 0.0311746 | val_loss: 0.0311847 | Time: 1475.65 ms [2022-02-03 04:38:28 main:574] : INFO : Epoch 1657 | loss: 0.0311736 | val_loss: 0.0311887 | Time: 1451.33 ms [2022-02-03 04:38:30 main:574] : INFO : Epoch 1658 | loss: 0.0311754 | val_loss: 0.0311837 | Time: 1450.36 ms [2022-02-03 04:38:31 main:574] : INFO : Epoch 1659 | loss: 0.0311732 | val_loss: 0.0311867 | Time: 1445.2 ms [2022-02-03 04:38:33 main:574] : INFO : Epoch 1660 | loss: 0.0311739 | val_loss: 0.0311854 | Time: 1464.5 ms [2022-02-03 04:38:34 main:574] : INFO : Epoch 1661 | loss: 0.0311747 | val_loss: 0.0311867 | Time: 1430.45 ms [2022-02-03 04:38:36 main:574] : INFO : Epoch 1662 | loss: 0.0311744 | val_loss: 0.0311853 | Time: 1457.2 ms [2022-02-03 04:38:37 main:574] : INFO : Epoch 1663 | loss: 0.0311731 | val_loss: 0.0311876 | Time: 1418.81 ms [2022-02-03 04:38:38 main:574] : INFO : Epoch 1664 | loss: 0.0311768 | val_loss: 0.0311903 | Time: 1431.33 ms [2022-02-03 04:38:40 main:574] : INFO : Epoch 1665 | loss: 0.0311779 | val_loss: 0.031186 | Time: 1476.08 ms [2022-02-03 04:38:41 main:574] : INFO : Epoch 1666 | loss: 0.0311763 | val_loss: 0.0311855 | Time: 1440.86 ms [2022-02-03 04:38:43 main:574] : INFO : Epoch 1667 | loss: 0.0311742 | val_loss: 0.0311876 | Time: 1437.98 ms [2022-02-03 04:38:44 main:574] : INFO : Epoch 1668 | loss: 0.0311761 | val_loss: 0.0311841 | Time: 1424.77 ms [2022-02-03 04:38:46 main:574] : INFO : Epoch 1669 | loss: 0.0311743 | val_loss: 0.0311842 | Time: 1481.1 ms [2022-02-03 04:38:47 main:574] : INFO : Epoch 1670 | loss: 0.0311731 | val_loss: 0.031185 | Time: 1441.32 ms [2022-02-03 04:38:49 main:574] : INFO : Epoch 1671 | loss: 0.0311744 | val_loss: 0.0311838 | Time: 1437.89 ms [2022-02-03 04:38:50 main:574] : INFO : Epoch 1672 | loss: 0.0311779 | val_loss: 0.0311848 | Time: 1445.79 ms [2022-02-03 04:38:52 main:574] : INFO : Epoch 1673 | loss: 0.0311768 | val_loss: 0.0311844 | Time: 1455.68 ms [2022-02-03 04:38:53 main:574] : INFO : Epoch 1674 | loss: 0.031173 | val_loss: 0.0311829 | Time: 1456.68 ms [2022-02-03 04:38:54 main:574] : INFO : Epoch 1675 | loss: 0.0311728 | val_loss: 0.031184 | Time: 1459.76 ms [2022-02-03 04:38:56 main:574] : INFO : Epoch 1676 | loss: 0.0311738 | val_loss: 0.0311845 | Time: 1432.86 ms [2022-02-03 04:38:57 main:574] : INFO : Epoch 1677 | loss: 0.0311729 | val_loss: 0.0311832 | Time: 1459.26 ms [2022-02-03 04:38:59 main:574] : INFO : Epoch 1678 | loss: 0.031173 | val_loss: 0.0311843 | Time: 1469.31 ms [2022-02-03 04:39:00 main:574] : INFO : Epoch 1679 | loss: 0.0311724 | val_loss: 0.0311833 | Time: 1441.71 ms [2022-02-03 04:39:02 main:574] : INFO : Epoch 1680 | loss: 0.0311716 | val_loss: 0.0311841 | Time: 1446.81 ms [2022-02-03 04:39:03 main:574] : INFO : Epoch 1681 | loss: 0.0311717 | val_loss: 0.0311851 | Time: 1430.67 ms [2022-02-03 04:39:05 main:574] : INFO : Epoch 1682 | loss: 0.0311749 | val_loss: 0.0311946 | Time: 1427.41 ms [2022-02-03 04:39:06 main:574] : INFO : Epoch 1683 | loss: 0.031175 | val_loss: 0.0311866 | Time: 1465.12 ms [2022-02-03 04:39:07 main:574] : INFO : Epoch 1684 | loss: 0.0311728 | val_loss: 0.0311849 | Time: 1431.26 ms [2022-02-03 04:39:09 main:574] : INFO : Epoch 1685 | loss: 0.0311708 | val_loss: 0.031184 | Time: 1447.63 ms [2022-02-03 04:39:10 main:574] : INFO : Epoch 1686 | loss: 0.0311733 | val_loss: 0.0311836 | Time: 1446.23 ms [2022-02-03 04:39:12 main:574] : INFO : Epoch 1687 | loss: 0.0311759 | val_loss: 0.0311868 | Time: 1459.64 ms [2022-02-03 04:39:13 main:574] : INFO : Epoch 1688 | loss: 0.0311724 | val_loss: 0.0311841 | Time: 1438.72 ms [2022-02-03 04:39:15 main:574] : INFO : Epoch 1689 | loss: 0.0311708 | val_loss: 0.0311841 | Time: 1458.38 ms [2022-02-03 04:39:16 main:574] : INFO : Epoch 1690 | loss: 0.0311713 | val_loss: 0.0311827 | Time: 1471.26 ms [2022-02-03 04:39:18 main:574] : INFO : Epoch 1691 | loss: 0.0311713 | val_loss: 0.0311846 | Time: 1445.95 ms [2022-02-03 04:39:19 main:574] : INFO : Epoch 1692 | loss: 0.0311714 | val_loss: 0.0311858 | Time: 1442.3 ms [2022-02-03 04:39:21 main:574] : INFO : Epoch 1693 | loss: 0.0311736 | val_loss: 0.0311896 | Time: 1451.7 ms [2022-02-03 04:39:22 main:574] : INFO : Epoch 1694 | loss: 0.0311744 | val_loss: 0.031191 | Time: 1433.85 ms [2022-02-03 04:39:23 main:574] : INFO : Epoch 1695 | loss: 0.0311748 | val_loss: 0.0311943 | Time: 1490.43 ms [2022-02-03 04:39:25 main:574] : INFO : Epoch 1696 | loss: 0.0311747 | val_loss: 0.0311915 | Time: 1431.56 ms [2022-02-03 04:39:26 main:574] : INFO : Epoch 1697 | loss: 0.0311745 | val_loss: 0.0311843 | Time: 1462.49 ms [2022-02-03 04:39:28 main:574] : INFO : Epoch 1698 | loss: 0.031174 | val_loss: 0.0311874 | Time: 1496.23 ms [2022-02-03 04:39:29 main:574] : INFO : Epoch 1699 | loss: 0.0311729 | val_loss: 0.0311834 | Time: 1430.36 ms [2022-02-03 04:39:31 main:574] : INFO : Epoch 1700 | loss: 0.0311705 | val_loss: 0.0311825 | Time: 1408.42 ms [2022-02-03 04:39:32 main:574] : INFO : Epoch 1701 | loss: 0.0311709 | val_loss: 0.0311858 | Time: 1480.73 ms [2022-02-03 04:39:34 main:574] : INFO : Epoch 1702 | loss: 0.0311722 | val_loss: 0.031184 | Time: 1467.36 ms [2022-02-03 04:39:35 main:574] : INFO : Epoch 1703 | loss: 0.0311699 | val_loss: 0.0311856 | Time: 1441.61 ms [2022-02-03 04:39:37 main:574] : INFO : Epoch 1704 | loss: 0.031172 | val_loss: 0.0311847 | Time: 1422.15 ms [2022-02-03 04:39:38 main:574] : INFO : Epoch 1705 | loss: 0.0311706 | val_loss: 0.0311838 | Time: 1481.96 ms [2022-02-03 04:39:40 main:574] : INFO : Epoch 1706 | loss: 0.03117 | val_loss: 0.0311828 | Time: 1466.87 ms [2022-02-03 04:39:41 main:574] : INFO : Epoch 1707 | loss: 0.0311698 | val_loss: 0.0311865 | Time: 1475.12 ms [2022-02-03 04:39:42 main:574] : INFO : Epoch 1708 | loss: 0.0311699 | val_loss: 0.0311854 | Time: 1438.04 ms [2022-02-03 04:39:44 main:574] : INFO : Epoch 1709 | loss: 0.0311699 | val_loss: 0.0311837 | Time: 1439.55 ms [2022-02-03 04:39:45 main:574] : INFO : Epoch 1710 | loss: 0.0311699 | val_loss: 0.0311834 | Time: 1464.07 ms [2022-02-03 04:39:47 main:574] : INFO : Epoch 1711 | loss: 0.0311715 | val_loss: 0.0311898 | Time: 1449.93 ms [2022-02-03 04:39:48 main:574] : INFO : Epoch 1712 | loss: 0.0311724 | val_loss: 0.0311851 | Time: 1461.68 ms [2022-02-03 04:39:50 main:574] : INFO : Epoch 1713 | loss: 0.0311712 | val_loss: 0.0311836 | Time: 1432.55 ms [2022-02-03 04:39:51 main:574] : INFO : Epoch 1714 | loss: 0.0311706 | val_loss: 0.0311878 | Time: 1457.4 ms [2022-02-03 04:39:53 main:574] : INFO : Epoch 1715 | loss: 0.0311708 | val_loss: 0.0311832 | Time: 1453.54 ms [2022-02-03 04:39:54 main:574] : INFO : Epoch 1716 | loss: 0.0311691 | val_loss: 0.0311832 | Time: 1454.72 ms [2022-02-03 04:39:56 main:574] : INFO : Epoch 1717 | loss: 0.0311683 | val_loss: 0.0311821 | Time: 1461.32 ms [2022-02-03 04:39:57 main:574] : INFO : Epoch 1718 | loss: 0.0311691 | val_loss: 0.0311833 | Time: 1452.26 ms [2022-02-03 04:39:58 main:574] : INFO : Epoch 1719 | loss: 0.0311685 | val_loss: 0.0311838 | Time: 1479.01 ms [2022-02-03 04:40:00 main:574] : INFO : Epoch 1720 | loss: 0.0311686 | val_loss: 0.0311879 | Time: 1460.38 ms [2022-02-03 04:40:01 main:574] : INFO : Epoch 1721 | loss: 0.0311706 | val_loss: 0.0311852 | Time: 1435.24 ms [2022-02-03 04:40:03 main:574] : INFO : Epoch 1722 | loss: 0.0311719 | val_loss: 0.0311872 | Time: 1460.4 ms [2022-02-03 04:40:04 main:574] : INFO : Epoch 1723 | loss: 0.0311688 | val_loss: 0.031185 | Time: 1463.86 ms [2022-02-03 04:40:06 main:574] : INFO : Epoch 1724 | loss: 0.0311682 | val_loss: 0.0311864 | Time: 1487.67 ms [2022-02-03 04:40:07 main:574] : INFO : Epoch 1725 | loss: 0.0311686 | val_loss: 0.0311868 | Time: 1419.47 ms [2022-02-03 04:40:09 main:574] : INFO : Epoch 1726 | loss: 0.0311698 | val_loss: 0.0311875 | Time: 1449.38 ms [2022-02-03 04:40:10 main:574] : INFO : Epoch 1727 | loss: 0.0311694 | val_loss: 0.0311934 | Time: 1421.86 ms [2022-02-03 04:40:12 main:574] : INFO : Epoch 1728 | loss: 0.0311734 | val_loss: 0.0311849 | Time: 1447.59 ms [2022-02-03 04:40:13 main:574] : INFO : Epoch 1729 | loss: 0.0311722 | val_loss: 0.0311865 | Time: 1471.54 ms [2022-02-03 04:40:14 main:574] : INFO : Epoch 1730 | loss: 0.0311709 | val_loss: 0.0311844 | Time: 1459.37 ms [2022-02-03 04:40:16 main:574] : INFO : Epoch 1731 | loss: 0.03117 | val_loss: 0.0311886 | Time: 1442.72 ms [2022-02-03 04:40:17 main:574] : INFO : Epoch 1732 | loss: 0.0311699 | val_loss: 0.0311837 | Time: 1446.71 ms [2022-02-03 04:40:19 main:574] : INFO : Epoch 1733 | loss: 0.0311735 | val_loss: 0.0311829 | Time: 1445.44 ms [2022-02-03 04:40:20 main:574] : INFO : Epoch 1734 | loss: 0.0311711 | val_loss: 0.0311855 | Time: 1457.27 ms [2022-02-03 04:40:22 main:574] : INFO : Epoch 1735 | loss: 0.0311695 | val_loss: 0.0311842 | Time: 1440.19 ms [2022-02-03 04:40:23 main:574] : INFO : Epoch 1736 | loss: 0.03117 | val_loss: 0.0311874 | Time: 1454.71 ms [2022-02-03 04:40:25 main:574] : INFO : Epoch 1737 | loss: 0.0311707 | val_loss: 0.0311848 | Time: 1444.32 ms [2022-02-03 04:40:26 main:574] : INFO : Epoch 1738 | loss: 0.0311694 | val_loss: 0.031184 | Time: 1455.87 ms [2022-02-03 04:40:28 main:574] : INFO : Epoch 1739 | loss: 0.0311672 | val_loss: 0.0311813 | Time: 1452.65 ms [2022-02-03 04:40:29 main:574] : INFO : Epoch 1740 | loss: 0.0311684 | val_loss: 0.0311852 | Time: 1437.65 ms [2022-02-03 04:40:30 main:574] : INFO : Epoch 1741 | loss: 0.0311717 | val_loss: 0.0311875 | Time: 1503.47 ms [2022-02-03 04:40:32 main:574] : INFO : Epoch 1742 | loss: 0.0311688 | val_loss: 0.0311843 | Time: 1437.06 ms [2022-02-03 04:40:33 main:574] : INFO : Epoch 1743 | loss: 0.0311678 | val_loss: 0.0311876 | Time: 1463.47 ms [2022-02-03 04:40:35 main:574] : INFO : Epoch 1744 | loss: 0.0311697 | val_loss: 0.0311868 | Time: 1442.05 ms [2022-02-03 04:40:36 main:574] : INFO : Epoch 1745 | loss: 0.0311687 | val_loss: 0.0311851 | Time: 1455.72 ms [2022-02-03 04:40:38 main:574] : INFO : Epoch 1746 | loss: 0.0311684 | val_loss: 0.0311859 | Time: 1464.54 ms [2022-02-03 04:40:39 main:574] : INFO : Epoch 1747 | loss: 0.0311676 | val_loss: 0.0311851 | Time: 1431.1 ms [2022-02-03 04:40:41 main:574] : INFO : Epoch 1748 | loss: 0.0311698 | val_loss: 0.031182 | Time: 1435.27 ms [2022-02-03 04:40:42 main:574] : INFO : Epoch 1749 | loss: 0.0311689 | val_loss: 0.031185 | Time: 1450.13 ms [2022-02-03 04:40:44 main:574] : INFO : Epoch 1750 | loss: 0.0311684 | val_loss: 0.0311828 | Time: 1477.02 ms [2022-02-03 04:40:45 main:574] : INFO : Epoch 1751 | loss: 0.0311684 | val_loss: 0.031184 | Time: 1430.44 ms [2022-02-03 04:40:46 main:574] : INFO : Epoch 1752 | loss: 0.0311704 | val_loss: 0.0311925 | Time: 1439.04 ms [2022-02-03 04:40:48 main:574] : INFO : Epoch 1753 | loss: 0.0311702 | val_loss: 0.0311887 | Time: 1467.21 ms [2022-02-03 04:40:49 main:574] : INFO : Epoch 1754 | loss: 0.0311719 | val_loss: 0.0311856 | Time: 1464.69 ms [2022-02-03 04:40:51 main:574] : INFO : Epoch 1755 | loss: 0.0311696 | val_loss: 0.0311837 | Time: 1455.08 ms [2022-02-03 04:40:52 main:574] : INFO : Epoch 1756 | loss: 0.0311739 | val_loss: 0.0311859 | Time: 1432.62 ms [2022-02-03 04:40:54 main:574] : INFO : Epoch 1757 | loss: 0.031174 | val_loss: 0.0311895 | Time: 1450.14 ms [2022-02-03 04:40:55 main:574] : INFO : Epoch 1758 | loss: 0.0311782 | val_loss: 0.031184 | Time: 1439.05 ms [2022-02-03 04:40:57 main:574] : INFO : Epoch 1759 | loss: 0.0311759 | val_loss: 0.0311882 | Time: 1455.26 ms [2022-02-03 04:40:58 main:574] : INFO : Epoch 1760 | loss: 0.0311745 | val_loss: 0.031183 | Time: 1483.21 ms [2022-02-03 04:41:00 main:574] : INFO : Epoch 1761 | loss: 0.0311717 | val_loss: 0.0311824 | Time: 1421 ms [2022-02-03 04:41:01 main:574] : INFO : Epoch 1762 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 1449.12 ms [2022-02-03 04:41:02 main:574] : INFO : Epoch 1763 | loss: 0.0311702 | val_loss: 0.0311798 | Time: 1419.12 ms [2022-02-03 04:41:04 main:574] : INFO : Epoch 1764 | loss: 0.0311682 | val_loss: 0.0311818 | Time: 1457.38 ms [2022-02-03 04:41:05 main:574] : INFO : Epoch 1765 | loss: 0.0311681 | val_loss: 0.0311817 | Time: 1417.49 ms [2022-02-03 04:41:07 main:574] : INFO : Epoch 1766 | loss: 0.0311669 | val_loss: 0.0311811 | Time: 1484.88 ms [2022-02-03 04:41:08 main:574] : INFO : Epoch 1767 | loss: 0.0311676 | val_loss: 0.0311837 | Time: 1464.65 ms [2022-02-03 04:41:10 main:574] : INFO : Epoch 1768 | loss: 0.0311676 | val_loss: 0.0311836 | Time: 1445.76 ms [2022-02-03 04:41:11 main:574] : INFO : Epoch 1769 | loss: 0.0311677 | val_loss: 0.031182 | Time: 1475.7 ms [2022-02-03 04:41:13 main:574] : INFO : Epoch 1770 | loss: 0.0311683 | val_loss: 0.031184 | Time: 1440.53 ms [2022-02-03 04:41:14 main:574] : INFO : Epoch 1771 | loss: 0.0311699 | val_loss: 0.0311857 | Time: 1456.25 ms [2022-02-03 04:41:16 main:574] : INFO : Epoch 1772 | loss: 0.0311728 | val_loss: 0.031188 | Time: 1443.73 ms [2022-02-03 04:41:17 main:574] : INFO : Epoch 1773 | loss: 0.0311736 | val_loss: 0.0311822 | Time: 1440 ms [2022-02-03 04:41:18 main:574] : INFO : Epoch 1774 | loss: 0.0311693 | val_loss: 0.0311825 | Time: 1459.51 ms [2022-02-03 04:41:20 main:574] : INFO : Epoch 1775 | loss: 0.0311675 | val_loss: 0.0311838 | Time: 1416.68 ms [2022-02-03 04:41:21 main:574] : INFO : Epoch 1776 | loss: 0.031166 | val_loss: 0.0311811 | Time: 1459.14 ms [2022-02-03 04:41:23 main:574] : INFO : Epoch 1777 | loss: 0.0311672 | val_loss: 0.0311824 | Time: 1467.72 ms [2022-02-03 04:41:24 main:574] : INFO : Epoch 1778 | loss: 0.0311673 | val_loss: 0.0311835 | Time: 1471.61 ms [2022-02-03 04:41:26 main:574] : INFO : Epoch 1779 | loss: 0.0311663 | val_loss: 0.031189 | Time: 1453.31 ms [2022-02-03 04:41:27 main:574] : INFO : Epoch 1780 | loss: 0.0311667 | val_loss: 0.0311849 | Time: 1431.18 ms [2022-02-03 04:41:29 main:574] : INFO : Epoch 1781 | loss: 0.0311663 | val_loss: 0.0311843 | Time: 1468.73 ms [2022-02-03 04:41:30 main:574] : INFO : Epoch 1782 | loss: 0.0311663 | val_loss: 0.0311818 | Time: 1446.24 ms [2022-02-03 04:41:32 main:574] : INFO : Epoch 1783 | loss: 0.0311664 | val_loss: 0.0311846 | Time: 1459.98 ms [2022-02-03 04:41:33 main:574] : INFO : Epoch 1784 | loss: 0.0311682 | val_loss: 0.0311846 | Time: 1437.66 ms [2022-02-03 04:41:34 main:574] : INFO : Epoch 1785 | loss: 0.0311662 | val_loss: 0.0311836 | Time: 1425.29 ms [2022-02-03 04:41:36 main:574] : INFO : Epoch 1786 | loss: 0.0311659 | val_loss: 0.0311798 | Time: 1405.42 ms [2022-02-03 04:41:37 main:574] : INFO : Epoch 1787 | loss: 0.0311651 | val_loss: 0.0311804 | Time: 1435.87 ms [2022-02-03 04:41:39 main:574] : INFO : Epoch 1788 | loss: 0.0311657 | val_loss: 0.0311805 | Time: 1398.51 ms [2022-02-03 04:41:40 main:574] : INFO : Epoch 1789 | loss: 0.0311648 | val_loss: 0.0311835 | Time: 1457.19 ms [2022-02-03 04:41:42 main:574] : INFO : Epoch 1790 | loss: 0.0311636 | val_loss: 0.0311825 | Time: 1444.95 ms [2022-02-03 04:41:43 main:574] : INFO : Epoch 1791 | loss: 0.0311629 | val_loss: 0.031181 | Time: 1465.77 ms [2022-02-03 04:41:45 main:574] : INFO : Epoch 1792 | loss: 0.0311634 | val_loss: 0.031182 | Time: 1490.48 ms [2022-02-03 04:41:46 main:574] : INFO : Epoch 1793 | loss: 0.0311642 | val_loss: 0.031183 | Time: 1449.02 ms [2022-02-03 04:41:47 main:574] : INFO : Epoch 1794 | loss: 0.0311637 | val_loss: 0.031184 | Time: 1428.34 ms [2022-02-03 04:41:49 main:574] : INFO : Epoch 1795 | loss: 0.031166 | val_loss: 0.0311812 | Time: 1464.04 ms [2022-02-03 04:41:50 main:574] : INFO : Epoch 1796 | loss: 0.0311651 | val_loss: 0.0311831 | Time: 1455.86 ms [2022-02-03 04:41:52 main:574] : INFO : Epoch 1797 | loss: 0.0311643 | val_loss: 0.0311823 | Time: 1459.67 ms [2022-02-03 04:41:53 main:574] : INFO : Epoch 1798 | loss: 0.0311617 | val_loss: 0.0311847 | Time: 1462.05 ms [2022-02-03 04:41:55 main:574] : INFO : Epoch 1799 | loss: 0.0311622 | val_loss: 0.0311848 | Time: 1480.06 ms [2022-02-03 04:41:56 main:574] : INFO : Epoch 1800 | loss: 0.0311642 | val_loss: 0.0311823 | Time: 1449.28 ms [2022-02-03 04:41:58 main:574] : INFO : Epoch 1801 | loss: 0.0311622 | val_loss: 0.0311828 | Time: 1439.89 ms [2022-02-03 04:41:59 main:574] : INFO : Epoch 1802 | loss: 0.0311641 | val_loss: 0.0311837 | Time: 1480.42 ms [2022-02-03 04:42:01 main:574] : INFO : Epoch 1803 | loss: 0.0311632 | val_loss: 0.0311826 | Time: 1480.2 ms [2022-02-03 04:42:02 main:574] : INFO : Epoch 1804 | loss: 0.0311638 | val_loss: 0.0311824 | Time: 1432.87 ms [2022-02-03 04:42:03 main:574] : INFO : Epoch 1805 | loss: 0.0311642 | val_loss: 0.0311834 | Time: 1441.51 ms [2022-02-03 04:42:05 main:574] : INFO : Epoch 1806 | loss: 0.0311625 | val_loss: 0.0311805 | Time: 1436.62 ms [2022-02-03 04:42:06 main:574] : INFO : Epoch 1807 | loss: 0.0311645 | val_loss: 0.031183 | Time: 1455.25 ms [2022-02-03 04:42:08 main:574] : INFO : Epoch 1808 | loss: 0.0311615 | val_loss: 0.0311807 | Time: 1437.29 ms [2022-02-03 04:42:09 main:574] : INFO : Epoch 1809 | loss: 0.0311643 | val_loss: 0.0311871 | Time: 1458.18 ms [2022-02-03 04:42:11 main:574] : INFO : Epoch 1810 | loss: 0.0311654 | val_loss: 0.0311846 | Time: 1465.02 ms [2022-02-03 04:42:12 main:574] : INFO : Epoch 1811 | loss: 0.0311624 | val_loss: 0.0311818 | Time: 1467.91 ms [2022-02-03 04:42:14 main:574] : INFO : Epoch 1812 | loss: 0.0311597 | val_loss: 0.0311823 | Time: 1434.41 ms [2022-02-03 04:42:15 main:574] : INFO : Epoch 1813 | loss: 0.0311593 | val_loss: 0.0311814 | Time: 1462.56 ms [2022-02-03 04:42:17 main:574] : INFO : Epoch 1814 | loss: 0.031161 | val_loss: 0.0311851 | Time: 1432.82 ms [2022-02-03 04:42:18 main:574] : INFO : Epoch 1815 | loss: 0.0311625 | val_loss: 0.0311861 | Time: 1460.88 ms [2022-02-03 04:42:19 main:574] : INFO : Epoch 1816 | loss: 0.0311596 | val_loss: 0.0311835 | Time: 1441.46 ms [2022-02-03 04:42:21 main:574] : INFO : Epoch 1817 | loss: 0.0311605 | val_loss: 0.0311844 | Time: 1474.05 ms [2022-02-03 04:42:22 main:574] : INFO : Epoch 1818 | loss: 0.0311636 | val_loss: 0.0311849 | Time: 1430.81 ms [2022-02-03 04:42:24 main:574] : INFO : Epoch 1819 | loss: 0.0311647 | val_loss: 0.0311803 | Time: 1473.61 ms [2022-02-03 04:42:25 main:574] : INFO : Epoch 1820 | loss: 0.0311611 | val_loss: 0.0311857 | Time: 1467.4 ms [2022-02-03 04:42:27 main:574] : INFO : Epoch 1821 | loss: 0.0311621 | val_loss: 0.0311795 | Time: 1442.68 ms [2022-02-03 04:42:28 main:574] : INFO : Epoch 1822 | loss: 0.0311599 | val_loss: 0.0311818 | Time: 1459.43 ms [2022-02-03 04:42:30 main:574] : INFO : Epoch 1823 | loss: 0.0311617 | val_loss: 0.0311866 | Time: 1469.51 ms [2022-02-03 04:42:31 main:574] : INFO : Epoch 1824 | loss: 0.0311597 | val_loss: 0.0311786 | Time: 1468.66 ms [2022-02-03 04:42:33 main:574] : INFO : Epoch 1825 | loss: 0.0311601 | val_loss: 0.0311819 | Time: 1440.95 ms [2022-02-03 04:42:34 main:574] : INFO : Epoch 1826 | loss: 0.0311624 | val_loss: 0.0311826 | Time: 1451.06 ms [2022-02-03 04:42:36 main:574] : INFO : Epoch 1827 | loss: 0.031163 | val_loss: 0.0311837 | Time: 1459.63 ms [2022-02-03 04:42:37 main:574] : INFO : Epoch 1828 | loss: 0.0311607 | val_loss: 0.031182 | Time: 1460.78 ms [2022-02-03 04:42:38 main:574] : INFO : Epoch 1829 | loss: 0.0311659 | val_loss: 0.0311813 | Time: 1441.98 ms [2022-02-03 04:42:40 main:574] : INFO : Epoch 1830 | loss: 0.0311641 | val_loss: 0.0311804 | Time: 1435.01 ms [2022-02-03 04:42:41 main:574] : INFO : Epoch 1831 | loss: 0.031167 | val_loss: 0.0311804 | Time: 1449.41 ms [2022-02-03 04:42:43 main:574] : INFO : Epoch 1832 | loss: 0.0311629 | val_loss: 0.0311878 | Time: 1459.14 ms [2022-02-03 04:42:44 main:574] : INFO : Epoch 1833 | loss: 0.0311638 | val_loss: 0.0311773 | Time: 1452.91 ms [2022-02-03 04:42:46 main:574] : INFO : Epoch 1834 | loss: 0.0311614 | val_loss: 0.0311779 | Time: 1457.98 ms [2022-02-03 04:42:47 main:574] : INFO : Epoch 1835 | loss: 0.0311608 | val_loss: 0.0311794 | Time: 1463.69 ms [2022-02-03 04:42:49 main:574] : INFO : Epoch 1836 | loss: 0.0311621 | val_loss: 0.0311812 | Time: 1418.32 ms [2022-02-03 04:42:50 main:574] : INFO : Epoch 1837 | loss: 0.0311608 | val_loss: 0.0311829 | Time: 1451.77 ms [2022-02-03 04:42:52 main:574] : INFO : Epoch 1838 | loss: 0.0311624 | val_loss: 0.0311844 | Time: 1468.74 ms [2022-02-03 04:42:53 main:574] : INFO : Epoch 1839 | loss: 0.0311598 | val_loss: 0.0311822 | Time: 1466.05 ms [2022-02-03 04:42:55 main:574] : INFO : Epoch 1840 | loss: 0.031159 | val_loss: 0.0311796 | Time: 1488.7 ms [2022-02-03 04:42:56 main:574] : INFO : Epoch 1841 | loss: 0.0311596 | val_loss: 0.0311832 | Time: 1466.56 ms [2022-02-03 04:42:57 main:574] : INFO : Epoch 1842 | loss: 0.0311648 | val_loss: 0.0311837 | Time: 1426.61 ms [2022-02-03 04:42:59 main:574] : INFO : Epoch 1843 | loss: 0.031161 | val_loss: 0.0311845 | Time: 1452.64 ms [2022-02-03 04:43:00 main:574] : INFO : Epoch 1844 | loss: 0.0311587 | val_loss: 0.0311811 | Time: 1442.91 ms [2022-02-03 04:43:02 main:574] : INFO : Epoch 1845 | loss: 0.0311575 | val_loss: 0.0311839 | Time: 1455.95 ms [2022-02-03 04:43:03 main:574] : INFO : Epoch 1846 | loss: 0.0311607 | val_loss: 0.03118 | Time: 1467.86 ms [2022-02-03 04:43:05 main:574] : INFO : Epoch 1847 | loss: 0.0311634 | val_loss: 0.031192 | Time: 1461.97 ms [2022-02-03 04:43:06 main:574] : INFO : Epoch 1848 | loss: 0.0311632 | val_loss: 0.0311827 | Time: 1468.09 ms [2022-02-03 04:43:08 main:574] : INFO : Epoch 1849 | loss: 0.0311588 | val_loss: 0.0311808 | Time: 1491.14 ms [2022-02-03 04:43:09 main:574] : INFO : Epoch 1850 | loss: 0.0311593 | val_loss: 0.0311844 | Time: 1466.65 ms [2022-02-03 04:43:11 main:574] : INFO : Epoch 1851 | loss: 0.0311587 | val_loss: 0.0311813 | Time: 1459.08 ms [2022-02-03 04:43:12 main:574] : INFO : Epoch 1852 | loss: 0.0311572 | val_loss: 0.0311866 | Time: 1451.42 ms [2022-02-03 04:43:14 main:574] : INFO : Epoch 1853 | loss: 0.0311586 | val_loss: 0.0311825 | Time: 1452.27 ms [2022-02-03 04:43:15 main:574] : INFO : Epoch 1854 | loss: 0.0311591 | val_loss: 0.0311893 | Time: 1474.81 ms [2022-02-03 04:43:16 main:574] : INFO : Epoch 1855 | loss: 0.03116 | val_loss: 0.0311825 | Time: 1452.04 ms [2022-02-03 04:43:18 main:574] : INFO : Epoch 1856 | loss: 0.0311575 | val_loss: 0.0311832 | Time: 1424.48 ms [2022-02-03 04:43:19 main:574] : INFO : Epoch 1857 | loss: 0.0311555 | val_loss: 0.0311942 | Time: 1451.23 ms [2022-02-03 04:43:21 main:574] : INFO : Epoch 1858 | loss: 0.0311602 | val_loss: 0.0311827 | Time: 1452.24 ms [2022-02-03 04:43:22 main:574] : INFO : Epoch 1859 | loss: 0.0311603 | val_loss: 0.0311796 | Time: 1458.75 ms [2022-02-03 04:43:24 main:574] : INFO : Epoch 1860 | loss: 0.0311659 | val_loss: 0.0311831 | Time: 1419.25 ms [2022-02-03 04:43:25 main:574] : INFO : Epoch 1861 | loss: 0.0311642 | val_loss: 0.0311825 | Time: 1446.05 ms [2022-02-03 04:43:27 main:574] : INFO : Epoch 1862 | loss: 0.031166 | val_loss: 0.0311855 | Time: 1462.66 ms [2022-02-03 04:43:28 main:574] : INFO : Epoch 1863 | loss: 0.0311635 | val_loss: 0.0311789 | Time: 1458.64 ms [2022-02-03 04:43:30 main:574] : INFO : Epoch 1864 | loss: 0.0311598 | val_loss: 0.0311809 | Time: 1470.52 ms [2022-02-03 04:43:31 main:574] : INFO : Epoch 1865 | loss: 0.0311608 | val_loss: 0.0311799 | Time: 1471.48 ms [2022-02-03 04:43:32 main:574] : INFO : Epoch 1866 | loss: 0.0311615 | val_loss: 0.0311797 | Time: 1449.08 ms [2022-02-03 04:43:34 main:574] : INFO : Epoch 1867 | loss: 0.0311588 | val_loss: 0.0311831 | Time: 1463.99 ms [2022-02-03 04:43:35 main:574] : INFO : Epoch 1868 | loss: 0.0311575 | val_loss: 0.0311853 | Time: 1451.98 ms [2022-02-03 04:43:37 main:574] : INFO : Epoch 1869 | loss: 0.0311589 | val_loss: 0.0311784 | Time: 1445.67 ms [2022-02-03 04:43:38 main:574] : INFO : Epoch 1870 | loss: 0.0311587 | val_loss: 0.0311778 | Time: 1443.24 ms [2022-02-03 04:43:40 main:574] : INFO : Epoch 1871 | loss: 0.0311603 | val_loss: 0.0311801 | Time: 1439.36 ms [2022-02-03 04:43:41 main:574] : INFO : Epoch 1872 | loss: 0.0311621 | val_loss: 0.0311774 | Time: 1460.42 ms [2022-02-03 04:43:43 main:574] : INFO : Epoch 1873 | loss: 0.0311619 | val_loss: 0.0311837 | Time: 1473.19 ms [2022-02-03 04:43:44 main:574] : INFO : Epoch 1874 | loss: 0.0311616 | val_loss: 0.0311808 | Time: 1432.52 ms [2022-02-03 04:43:46 main:574] : INFO : Epoch 1875 | loss: 0.0311619 | val_loss: 0.0311772 | Time: 1453.03 ms [2022-02-03 04:43:47 main:574] : INFO : Epoch 1876 | loss: 0.0311628 | val_loss: 0.0311772 | Time: 1472.01 ms [2022-02-03 04:43:48 main:574] : INFO : Epoch 1877 | loss: 0.0311604 | val_loss: 0.0311781 | Time: 1460.96 ms [2022-02-03 04:43:50 main:574] : INFO : Epoch 1878 | loss: 0.0311582 | val_loss: 0.0311794 | Time: 1409.63 ms [2022-02-03 04:43:51 main:574] : INFO : Epoch 1879 | loss: 0.0311596 | val_loss: 0.0311797 | Time: 1494.59 ms [2022-02-03 04:43:53 main:574] : INFO : Epoch 1880 | loss: 0.0311594 | val_loss: 0.0311785 | Time: 1440.2 ms [2022-02-03 04:43:54 main:574] : INFO : Epoch 1881 | loss: 0.0311602 | val_loss: 0.0311808 | Time: 1480.84 ms [2022-02-03 04:43:56 main:574] : INFO : Epoch 1882 | loss: 0.0311606 | val_loss: 0.031178 | Time: 1461.05 ms [2022-02-03 04:43:57 main:574] : INFO : Epoch 1883 | loss: 0.0311629 | val_loss: 0.0311817 | Time: 1445.73 ms [2022-02-03 04:43:59 main:574] : INFO : Epoch 1884 | loss: 0.0311595 | val_loss: 0.0311809 | Time: 1440.11 ms [2022-02-03 04:44:00 main:574] : INFO : Epoch 1885 | loss: 0.0311632 | val_loss: 0.031181 | Time: 1451.11 ms [2022-02-03 04:44:02 main:574] : INFO : Epoch 1886 | loss: 0.0311621 | val_loss: 0.0311815 | Time: 1452.94 ms [2022-02-03 04:44:03 main:574] : INFO : Epoch 1887 | loss: 0.0311619 | val_loss: 0.031176 | Time: 1472.78 ms [2022-02-03 04:44:05 main:574] : INFO : Epoch 1888 | loss: 0.0311603 | val_loss: 0.0311787 | Time: 1455.84 ms [2022-02-03 04:44:06 main:574] : INFO : Epoch 1889 | loss: 0.0311612 | val_loss: 0.0311797 | Time: 1424.35 ms [2022-02-03 04:44:07 main:574] : INFO : Epoch 1890 | loss: 0.0311595 | val_loss: 0.0311857 | Time: 1453.16 ms [2022-02-03 04:44:09 main:574] : INFO : Epoch 1891 | loss: 0.0311596 | val_loss: 0.031181 | Time: 1443.62 ms [2022-02-03 04:44:10 main:574] : INFO : Epoch 1892 | loss: 0.0311575 | val_loss: 0.0311797 | Time: 1449.44 ms [2022-02-03 04:44:12 main:574] : INFO : Epoch 1893 | loss: 0.0311571 | val_loss: 0.0311824 | Time: 1434.55 ms [2022-02-03 04:44:13 main:574] : INFO : Epoch 1894 | loss: 0.0311597 | val_loss: 0.0311788 | Time: 1459.59 ms [2022-02-03 04:44:15 main:574] : INFO : Epoch 1895 | loss: 0.0311604 | val_loss: 0.0311767 | Time: 1456.54 ms [2022-02-03 04:44:16 main:574] : INFO : Epoch 1896 | loss: 0.0311614 | val_loss: 0.0311799 | Time: 1432.52 ms [2022-02-03 04:44:18 main:574] : INFO : Epoch 1897 | loss: 0.0311635 | val_loss: 0.0311781 | Time: 1456.39 ms [2022-02-03 04:44:19 main:574] : INFO : Epoch 1898 | loss: 0.0311587 | val_loss: 0.0311782 | Time: 1482.43 ms [2022-02-03 04:44:21 main:574] : INFO : Epoch 1899 | loss: 0.0311581 | val_loss: 0.0311746 | Time: 1476.38 ms [2022-02-03 04:44:22 main:574] : INFO : Epoch 1900 | loss: 0.0311571 | val_loss: 0.0311795 | Time: 1457.44 ms [2022-02-03 04:44:23 main:574] : INFO : Epoch 1901 | loss: 0.0311551 | val_loss: 0.0311808 | Time: 1458.33 ms [2022-02-03 04:44:25 main:574] : INFO : Epoch 1902 | loss: 0.0311564 | val_loss: 0.0311799 | Time: 1433.36 ms [2022-02-03 04:44:26 main:574] : INFO : Epoch 1903 | loss: 0.0311576 | val_loss: 0.0311744 | Time: 1445.92 ms [2022-02-03 04:44:28 main:574] : INFO : Epoch 1904 | loss: 0.0311558 | val_loss: 0.0311797 | Time: 1460.17 ms [2022-02-03 04:44:29 main:574] : INFO : Epoch 1905 | loss: 0.0311536 | val_loss: 0.0311791 | Time: 1452.26 ms [2022-02-03 04:44:31 main:574] : INFO : Epoch 1906 | loss: 0.0311521 | val_loss: 0.0311796 | Time: 1448.56 ms [2022-02-03 04:44:32 main:574] : INFO : Epoch 1907 | loss: 0.0311532 | val_loss: 0.0311767 | Time: 1456.98 ms [2022-02-03 04:44:34 main:574] : INFO : Epoch 1908 | loss: 0.0311532 | val_loss: 0.0311774 | Time: 1439.25 ms [2022-02-03 04:44:35 main:574] : INFO : Epoch 1909 | loss: 0.0311564 | val_loss: 0.0311766 | Time: 1446.39 ms [2022-02-03 04:44:37 main:574] : INFO : Epoch 1910 | loss: 0.0311559 | val_loss: 0.0311758 | Time: 1445.72 ms [2022-02-03 04:44:38 main:574] : INFO : Epoch 1911 | loss: 0.0311567 | val_loss: 0.0311781 | Time: 1415.22 ms [2022-02-03 04:44:39 main:574] : INFO : Epoch 1912 | loss: 0.0311549 | val_loss: 0.0311768 | Time: 1430.09 ms [2022-02-03 04:44:41 main:574] : INFO : Epoch 1913 | loss: 0.0311551 | val_loss: 0.0311858 | Time: 1476.57 ms [2022-02-03 04:44:42 main:574] : INFO : Epoch 1914 | loss: 0.0311606 | val_loss: 0.0311775 | Time: 1443.17 ms [2022-02-03 04:44:44 main:574] : INFO : Epoch 1915 | loss: 0.0311596 | val_loss: 0.0311768 | Time: 1442.97 ms [2022-02-03 04:44:45 main:574] : INFO : Epoch 1916 | loss: 0.031156 | val_loss: 0.0311776 | Time: 1419.4 ms [2022-02-03 04:44:47 main:574] : INFO : Epoch 1917 | loss: 0.0311571 | val_loss: 0.0311765 | Time: 1444.41 ms [2022-02-03 04:44:48 main:574] : INFO : Epoch 1918 | loss: 0.0311556 | val_loss: 0.0311791 | Time: 1452.15 ms [2022-02-03 04:44:50 main:574] : INFO : Epoch 1919 | loss: 0.0311535 | val_loss: 0.0311787 | Time: 1453.68 ms [2022-02-03 04:44:51 main:574] : INFO : Epoch 1920 | loss: 0.0311532 | val_loss: 0.0311798 | Time: 1426.32 ms [2022-02-03 04:44:52 main:574] : INFO : Epoch 1921 | loss: 0.0311537 | val_loss: 0.0311835 | Time: 1418.28 ms [2022-02-03 04:44:54 main:574] : INFO : Epoch 1922 | loss: 0.0311527 | val_loss: 0.0311771 | Time: 1450.32 ms [2022-02-03 04:44:55 main:574] : INFO : Epoch 1923 | loss: 0.0311526 | val_loss: 0.0311779 | Time: 1460.37 ms [2022-02-03 04:44:57 main:574] : INFO : Epoch 1924 | loss: 0.0311536 | val_loss: 0.0311802 | Time: 1434.16 ms [2022-02-03 04:44:58 main:574] : INFO : Epoch 1925 | loss: 0.0311551 | val_loss: 0.0311899 | Time: 1432 ms [2022-02-03 04:45:00 main:574] : INFO : Epoch 1926 | loss: 0.0311566 | val_loss: 0.0311783 | Time: 1461 ms [2022-02-03 04:45:01 main:574] : INFO : Epoch 1927 | loss: 0.0311518 | val_loss: 0.0311806 | Time: 1405.97 ms [2022-02-03 04:45:02 main:574] : INFO : Epoch 1928 | loss: 0.0311535 | val_loss: 0.0311773 | Time: 1427.76 ms [2022-02-03 04:45:04 main:574] : INFO : Epoch 1929 | loss: 0.0311559 | val_loss: 0.0311821 | Time: 1468.67 ms [2022-02-03 04:45:05 main:574] : INFO : Epoch 1930 | loss: 0.0311532 | val_loss: 0.0311793 | Time: 1464.28 ms [2022-02-03 04:45:07 main:574] : INFO : Epoch 1931 | loss: 0.0311524 | val_loss: 0.0311778 | Time: 1470.28 ms [2022-02-03 04:45:08 main:574] : INFO : Epoch 1932 | loss: 0.0311536 | val_loss: 0.0311829 | Time: 1440.27 ms [2022-02-03 04:45:10 main:574] : INFO : Epoch 1933 | loss: 0.0311517 | val_loss: 0.0311826 | Time: 1485.72 ms [2022-02-03 04:45:11 main:574] : INFO : Epoch 1934 | loss: 0.0311517 | val_loss: 0.0311805 | Time: 1461.05 ms [2022-02-03 04:45:13 main:574] : INFO : Epoch 1935 | loss: 0.0311513 | val_loss: 0.0311802 | Time: 1428.64 ms [2022-02-03 04:45:14 main:574] : INFO : Epoch 1936 | loss: 0.0311503 | val_loss: 0.0311777 | Time: 1468.15 ms [2022-02-03 04:45:16 main:574] : INFO : Epoch 1937 | loss: 0.0311506 | val_loss: 0.0311778 | Time: 1458.27 ms [2022-02-03 04:45:17 main:574] : INFO : Epoch 1938 | loss: 0.0311512 | val_loss: 0.0311813 | Time: 1437.15 ms [2022-02-03 04:45:18 main:574] : INFO : Epoch 1939 | loss: 0.031153 | val_loss: 0.0311785 | Time: 1417.92 ms [2022-02-03 04:45:20 main:574] : INFO : Epoch 1940 | loss: 0.0311544 | val_loss: 0.0311807 | Time: 1455.78 ms [2022-02-03 04:45:21 main:574] : INFO : Epoch 1941 | loss: 0.0311565 | val_loss: 0.0311814 | Time: 1462.36 ms [2022-02-03 04:45:23 main:574] : INFO : Epoch 1942 | loss: 0.0311564 | val_loss: 0.0311855 | Time: 1437.38 ms [2022-02-03 04:45:24 main:574] : INFO : Epoch 1943 | loss: 0.0311561 | val_loss: 0.0311781 | Time: 1483.82 ms [2022-02-03 04:45:26 main:574] : INFO : Epoch 1944 | loss: 0.0311511 | val_loss: 0.0311778 | Time: 1438.93 ms [2022-02-03 04:45:27 main:574] : INFO : Epoch 1945 | loss: 0.0311533 | val_loss: 0.0311803 | Time: 1434.67 ms [2022-02-03 04:45:29 main:574] : INFO : Epoch 1946 | loss: 0.0311572 | val_loss: 0.0311784 | Time: 1441.02 ms [2022-02-03 04:45:30 main:574] : INFO : Epoch 1947 | loss: 0.0311575 | val_loss: 0.0311792 | Time: 1450.77 ms [2022-02-03 04:45:32 main:574] : INFO : Epoch 1948 | loss: 0.0311498 | val_loss: 0.0311784 | Time: 1453.54 ms [2022-02-03 04:45:33 main:574] : INFO : Epoch 1949 | loss: 0.0311493 | val_loss: 0.0311747 | Time: 1440.74 ms [2022-02-03 04:45:34 main:574] : INFO : Epoch 1950 | loss: 0.0311513 | val_loss: 0.031179 | Time: 1432.78 ms [2022-02-03 04:45:36 main:574] : INFO : Epoch 1951 | loss: 0.0311516 | val_loss: 0.0311869 | Time: 1449.69 ms [2022-02-03 04:45:37 main:574] : INFO : Epoch 1952 | loss: 0.031154 | val_loss: 0.0311856 | Time: 1459.93 ms [2022-02-03 04:45:39 main:574] : INFO : Epoch 1953 | loss: 0.0311528 | val_loss: 0.0311814 | Time: 1428.2 ms [2022-02-03 04:45:40 main:574] : INFO : Epoch 1954 | loss: 0.0311501 | val_loss: 0.0311804 | Time: 1472.69 ms [2022-02-03 04:45:42 main:574] : INFO : Epoch 1955 | loss: 0.0311488 | val_loss: 0.0311793 | Time: 1435.49 ms [2022-02-03 04:45:43 main:574] : INFO : Epoch 1956 | loss: 0.0311482 | val_loss: 0.0311796 | Time: 1461.05 ms [2022-02-03 04:45:45 main:574] : INFO : Epoch 1957 | loss: 0.0311463 | val_loss: 0.0311813 | Time: 1464.36 ms [2022-02-03 04:45:46 main:574] : INFO : Epoch 1958 | loss: 0.0311466 | val_loss: 0.0311849 | Time: 1448.36 ms [2022-02-03 04:45:48 main:574] : INFO : Epoch 1959 | loss: 0.0311474 | val_loss: 0.0311929 | Time: 1440.32 ms [2022-02-03 04:45:49 main:574] : INFO : Epoch 1960 | loss: 0.031158 | val_loss: 0.0311776 | Time: 1428.97 ms [2022-02-03 04:45:50 main:574] : INFO : Epoch 1961 | loss: 0.0311602 | val_loss: 0.0311745 | Time: 1461.33 ms [2022-02-03 04:45:52 main:574] : INFO : Epoch 1962 | loss: 0.0311556 | val_loss: 0.0311751 | Time: 1417.51 ms [2022-02-03 04:45:53 main:574] : INFO : Epoch 1963 | loss: 0.0311527 | val_loss: 0.0311793 | Time: 1454.57 ms [2022-02-03 04:45:55 main:574] : INFO : Epoch 1964 | loss: 0.0311505 | val_loss: 0.031178 | Time: 1440.94 ms [2022-02-03 04:45:56 main:574] : INFO : Epoch 1965 | loss: 0.0311498 | val_loss: 0.0311774 | Time: 1426.28 ms [2022-02-03 04:45:58 main:574] : INFO : Epoch 1966 | loss: 0.0311477 | val_loss: 0.0311764 | Time: 1458.44 ms [2022-02-03 04:45:59 main:574] : INFO : Epoch 1967 | loss: 0.0311476 | val_loss: 0.0311807 | Time: 1462.19 ms [2022-02-03 04:46:01 main:574] : INFO : Epoch 1968 | loss: 0.031148 | val_loss: 0.0311794 | Time: 1467.41 ms [2022-02-03 04:46:02 main:574] : INFO : Epoch 1969 | loss: 0.0311471 | val_loss: 0.0311795 | Time: 1449.42 ms [2022-02-03 04:46:04 main:574] : INFO : Epoch 1970 | loss: 0.0311459 | val_loss: 0.0311776 | Time: 1466.44 ms [2022-02-03 04:46:05 main:574] : INFO : Epoch 1971 | loss: 0.0311456 | val_loss: 0.0311784 | Time: 1465.22 ms [2022-02-03 04:46:06 main:574] : INFO : Epoch 1972 | loss: 0.031146 | val_loss: 0.0311811 | Time: 1457.32 ms [2022-02-03 04:46:08 main:574] : INFO : Epoch 1973 | loss: 0.031146 | val_loss: 0.0311817 | Time: 1479.04 ms [2022-02-03 04:46:09 main:574] : INFO : Epoch 1974 | loss: 0.0311517 | val_loss: 0.0311811 | Time: 1483.38 ms [2022-02-03 04:46:11 main:574] : INFO : Epoch 1975 | loss: 0.0311501 | val_loss: 0.0311813 | Time: 1438.15 ms [2022-02-03 04:46:12 main:574] : INFO : Epoch 1976 | loss: 0.0311489 | val_loss: 0.031178 | Time: 1437.44 ms [2022-02-03 04:46:14 main:574] : INFO : Epoch 1977 | loss: 0.0311494 | val_loss: 0.0311807 | Time: 1458.96 ms [2022-02-03 04:46:15 main:574] : INFO : Epoch 1978 | loss: 0.0311482 | val_loss: 0.0311855 | Time: 1440.54 ms [2022-02-03 04:46:17 main:574] : INFO : Epoch 1979 | loss: 0.0311527 | val_loss: 0.031177 | Time: 1435.96 ms [2022-02-03 04:46:18 main:574] : INFO : Epoch 1980 | loss: 0.0311517 | val_loss: 0.031175 | Time: 1432.36 ms [2022-02-03 04:46:20 main:574] : INFO : Epoch 1981 | loss: 0.0311512 | val_loss: 0.0311846 | Time: 1446.92 ms [2022-02-03 04:46:21 main:574] : INFO : Epoch 1982 | loss: 0.0311475 | val_loss: 0.0311764 | Time: 1465.76 ms [2022-02-03 04:46:22 main:574] : INFO : Epoch 1983 | loss: 0.0311442 | val_loss: 0.0311774 | Time: 1463.98 ms [2022-02-03 04:46:24 main:574] : INFO : Epoch 1984 | loss: 0.0311432 | val_loss: 0.0311789 | Time: 1472.56 ms [2022-02-03 04:46:25 main:574] : INFO : Epoch 1985 | loss: 0.0311455 | val_loss: 0.0311782 | Time: 1456.31 ms [2022-02-03 04:46:27 main:574] : INFO : Epoch 1986 | loss: 0.0311448 | val_loss: 0.0311807 | Time: 1444.8 ms [2022-02-03 04:46:28 main:574] : INFO : Epoch 1987 | loss: 0.0311444 | val_loss: 0.0311796 | Time: 1419.9 ms [2022-02-03 04:46:30 main:574] : INFO : Epoch 1988 | loss: 0.0311455 | val_loss: 0.0311829 | Time: 1431.07 ms [2022-02-03 04:46:31 main:574] : INFO : Epoch 1989 | loss: 0.0311451 | val_loss: 0.0311846 | Time: 1430.61 ms [2022-02-03 04:46:33 main:574] : INFO : Epoch 1990 | loss: 0.031144 | val_loss: 0.0311749 | Time: 1452.81 ms [2022-02-03 04:46:34 main:574] : INFO : Epoch 1991 | loss: 0.0311472 | val_loss: 0.031174 | Time: 1431.2 ms [2022-02-03 04:46:35 main:574] : INFO : Epoch 1992 | loss: 0.0311485 | val_loss: 0.0311826 | Time: 1440.67 ms [2022-02-03 04:46:37 main:574] : INFO : Epoch 1993 | loss: 0.031147 | val_loss: 0.0311817 | Time: 1441.28 ms [2022-02-03 04:46:38 main:574] : INFO : Epoch 1994 | loss: 0.0311444 | val_loss: 0.0311782 | Time: 1467.57 ms [2022-02-03 04:46:40 main:574] : INFO : Epoch 1995 | loss: 0.0311421 | val_loss: 0.0311817 | Time: 1445.98 ms [2022-02-03 04:46:41 main:574] : INFO : Epoch 1996 | loss: 0.031145 | val_loss: 0.0311835 | Time: 1424.55 ms [2022-02-03 04:46:43 main:574] : INFO : Epoch 1997 | loss: 0.0311441 | val_loss: 0.0311776 | Time: 1474.55 ms [2022-02-03 04:46:44 main:574] : INFO : Epoch 1998 | loss: 0.0311461 | val_loss: 0.0311813 | Time: 1462.1 ms [2022-02-03 04:46:46 main:574] : INFO : Epoch 1999 | loss: 0.0311441 | val_loss: 0.0311802 | Time: 1424.44 ms [2022-02-03 04:46:47 main:574] : INFO : Epoch 2000 | loss: 0.0311472 | val_loss: 0.031177 | Time: 1450.39 ms [2022-02-03 04:46:49 main:574] : INFO : Epoch 2001 | loss: 0.0311473 | val_loss: 0.0311812 | Time: 1454.84 ms [2022-02-03 04:46:50 main:574] : INFO : Epoch 2002 | loss: 0.0311451 | val_loss: 0.0311799 | Time: 1472.76 ms [2022-02-03 04:46:51 main:574] : INFO : Epoch 2003 | loss: 0.031146 | val_loss: 0.0311755 | Time: 1467.02 ms [2022-02-03 04:46:53 main:574] : INFO : Epoch 2004 | loss: 0.0311503 | val_loss: 0.031172 | Time: 1455.75 ms [2022-02-03 04:46:54 main:574] : INFO : Epoch 2005 | loss: 0.0311506 | val_loss: 0.0311747 | Time: 1463.79 ms [2022-02-03 04:46:56 main:574] : INFO : Epoch 2006 | loss: 0.0311501 | val_loss: 0.031175 | Time: 1437.82 ms [2022-02-03 04:46:57 main:574] : INFO : Epoch 2007 | loss: 0.0311485 | val_loss: 0.0311734 | Time: 1451.14 ms [2022-02-03 04:46:59 main:574] : INFO : Epoch 2008 | loss: 0.0311474 | val_loss: 0.0311761 | Time: 1435.69 ms [2022-02-03 04:47:00 main:574] : INFO : Epoch 2009 | loss: 0.0311465 | val_loss: 0.0311737 | Time: 1450.13 ms [2022-02-03 04:47:02 main:574] : INFO : Epoch 2010 | loss: 0.0311467 | val_loss: 0.0311812 | Time: 1467.65 ms [2022-02-03 04:47:03 main:574] : INFO : Epoch 2011 | loss: 0.0311448 | val_loss: 0.0311879 | Time: 1449.76 ms [2022-02-03 04:47:05 main:574] : INFO : Epoch 2012 | loss: 0.0311438 | val_loss: 0.031176 | Time: 1420.16 ms [2022-02-03 04:47:06 main:574] : INFO : Epoch 2013 | loss: 0.031141 | val_loss: 0.0311783 | Time: 1444.97 ms [2022-02-03 04:47:07 main:574] : INFO : Epoch 2014 | loss: 0.0311436 | val_loss: 0.0311793 | Time: 1471.67 ms [2022-02-03 04:47:09 main:574] : INFO : Epoch 2015 | loss: 0.0311477 | val_loss: 0.0311881 | Time: 1411.41 ms [2022-02-03 04:47:10 main:574] : INFO : Epoch 2016 | loss: 0.0311449 | val_loss: 0.0311816 | Time: 1401.14 ms [2022-02-03 04:47:12 main:574] : INFO : Epoch 2017 | loss: 0.0311429 | val_loss: 0.0311747 | Time: 1414.23 ms [2022-02-03 04:47:13 main:574] : INFO : Epoch 2018 | loss: 0.0311483 | val_loss: 0.0311759 | Time: 1448.57 ms [2022-02-03 04:47:15 main:574] : INFO : Epoch 2019 | loss: 0.031145 | val_loss: 0.0311783 | Time: 1458.82 ms [2022-02-03 04:47:16 main:574] : INFO : Epoch 2020 | loss: 0.0311483 | val_loss: 0.0311861 | Time: 1432.5 ms [2022-02-03 04:47:18 main:574] : INFO : Epoch 2021 | loss: 0.0311442 | val_loss: 0.0311778 | Time: 1473.52 ms [2022-02-03 04:47:19 main:574] : INFO : Epoch 2022 | loss: 0.0311443 | val_loss: 0.0311881 | Time: 1454.64 ms [2022-02-03 04:47:20 main:574] : INFO : Epoch 2023 | loss: 0.0311464 | val_loss: 0.0311772 | Time: 1436.09 ms [2022-02-03 04:47:22 main:574] : INFO : Epoch 2024 | loss: 0.0311458 | val_loss: 0.0311827 | Time: 1461.56 ms [2022-02-03 04:47:23 main:574] : INFO : Epoch 2025 | loss: 0.0311477 | val_loss: 0.0311744 | Time: 1417.27 ms [2022-02-03 04:47:25 main:574] : INFO : Epoch 2026 | loss: 0.0311467 | val_loss: 0.0311781 | Time: 1454.56 ms [2022-02-03 04:47:26 main:574] : INFO : Epoch 2027 | loss: 0.0311455 | val_loss: 0.0311812 | Time: 1456.46 ms [2022-02-03 04:47:28 main:574] : INFO : Epoch 2028 | loss: 0.0311481 | val_loss: 0.0311739 | Time: 1455.07 ms [2022-02-03 04:47:29 main:574] : INFO : Epoch 2029 | loss: 0.031146 | val_loss: 0.0311787 | Time: 1438.92 ms [2022-02-03 04:47:31 main:574] : INFO : Epoch 2030 | loss: 0.0311427 | val_loss: 0.0311786 | Time: 1448.35 ms [2022-02-03 04:47:32 main:574] : INFO : Epoch 2031 | loss: 0.0311433 | val_loss: 0.0311757 | Time: 1466.1 ms [2022-02-03 04:47:33 main:574] : INFO : Epoch 2032 | loss: 0.0311411 | val_loss: 0.0311811 | Time: 1402.9 ms [2022-02-03 04:47:35 main:574] : INFO : Epoch 2033 | loss: 0.0311428 | val_loss: 0.0311812 | Time: 1438.38 ms [2022-02-03 04:47:36 main:574] : INFO : Epoch 2034 | loss: 0.0311523 | val_loss: 0.0311745 | Time: 1464.39 ms [2022-02-03 04:47:38 main:574] : INFO : Epoch 2035 | loss: 0.0311512 | val_loss: 0.0311777 | Time: 1452.07 ms [2022-02-03 04:47:39 main:574] : INFO : Epoch 2036 | loss: 0.0311481 | val_loss: 0.0311811 | Time: 1456.93 ms [2022-02-03 04:47:41 main:574] : INFO : Epoch 2037 | loss: 0.031146 | val_loss: 0.0311788 | Time: 1455.71 ms [2022-02-03 04:47:42 main:574] : INFO : Epoch 2038 | loss: 0.0311502 | val_loss: 0.0311754 | Time: 1448.18 ms [2022-02-03 04:47:44 main:574] : INFO : Epoch 2039 | loss: 0.0311459 | val_loss: 0.031186 | Time: 1440.51 ms [2022-02-03 04:47:45 main:574] : INFO : Epoch 2040 | loss: 0.0311471 | val_loss: 0.0311828 | Time: 1422.56 ms [2022-02-03 04:47:47 main:574] : INFO : Epoch 2041 | loss: 0.0311498 | val_loss: 0.0311783 | Time: 1487.76 ms [2022-02-03 04:47:48 main:574] : INFO : Epoch 2042 | loss: 0.031149 | val_loss: 0.0311831 | Time: 1436.44 ms [2022-02-03 04:47:49 main:574] : INFO : Epoch 2043 | loss: 0.0311531 | val_loss: 0.0311772 | Time: 1444.93 ms [2022-02-03 04:47:51 main:574] : INFO : Epoch 2044 | loss: 0.0311494 | val_loss: 0.0311754 | Time: 1437.96 ms [2022-02-03 04:47:52 main:574] : INFO : Epoch 2045 | loss: 0.0311466 | val_loss: 0.0311798 | Time: 1434.3 ms [2022-02-03 04:47:54 main:574] : INFO : Epoch 2046 | loss: 0.0311447 | val_loss: 0.031178 | Time: 1463.97 ms [2022-02-03 04:47:55 main:574] : INFO : Epoch 2047 | loss: 0.0311463 | val_loss: 0.0311793 | Time: 1473.9 ms [2022-02-03 04:47:57 main:574] : INFO : Epoch 2048 | loss: 0.0311434 | val_loss: 0.0311825 | Time: 1476.95 ms [2022-02-03 04:47:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311825 [2022-02-03 04:47:57 main:603] : INFO : Saving end state to config to file [2022-02-03 04:47:57 main:608] : INFO : Success, exiting.. 04:47:57 (6116): 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)