Task 11218532
| Name | ParityModified-1639950470-1203-3-0_0 |
| Workunit | 8490242 |
| Created | 1 Feb 2022, 10:02:18 UTC |
| Sent | 16 Feb 2022, 13:24:32 UTC |
| Report deadline | 24 Feb 2022, 13:24:32 UTC |
| Received | 26 Feb 2022, 18:04:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9333 |
| Run time | 56 min 1 sec |
| CPU time | 52 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,887.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2:07 main:574] : INFO : Epoch 1542 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 1444.9 ms [2022-02-26 18:52:09 main:574] : INFO : Epoch 1543 | loss: 0.031174 | val_loss: 0.0311781 | Time: 1591.04 ms [2022-02-26 18:52:11 main:574] : INFO : Epoch 1544 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 1551.19 ms [2022-02-26 18:52:12 main:574] : INFO : Epoch 1545 | loss: 0.0311752 | val_loss: 0.03118 | Time: 1293.01 ms [2022-02-26 18:52:13 main:574] : INFO : Epoch 1546 | loss: 0.0311736 | val_loss: 0.0311842 | Time: 1611.64 ms [2022-02-26 18:52:15 main:574] : INFO : Epoch 1547 | loss: 0.0311727 | val_loss: 0.0311809 | Time: 1634.26 ms [2022-02-26 18:52:16 main:574] : INFO : Epoch 1548 | loss: 0.0311719 | val_loss: 0.0311787 | Time: 1288.81 ms [2022-02-26 18:52:18 main:574] : INFO : Epoch 1549 | loss: 0.031172 | val_loss: 0.0311802 | Time: 1575.35 ms [2022-02-26 18:52:20 main:574] : INFO : Epoch 1550 | loss: 0.031173 | val_loss: 0.0311833 | Time: 1619.11 ms [2022-02-26 18:52:21 main:574] : INFO : Epoch 1551 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 1411.7 ms [2022-02-26 18:52:23 main:574] : INFO : Epoch 1552 | loss: 0.0311742 | val_loss: 0.0311861 | Time: 1447.21 ms [2022-02-26 18:52:24 main:574] : INFO : Epoch 1553 | loss: 0.0311734 | val_loss: 0.0311831 | Time: 1621.88 ms [2022-02-26 18:52:26 main:574] : INFO : Epoch 1554 | loss: 0.0311725 | val_loss: 0.0311823 | Time: 1583.88 ms [2022-02-26 18:52:27 main:574] : INFO : Epoch 1555 | loss: 0.0311721 | val_loss: 0.0311817 | Time: 1412.45 ms [2022-02-26 18:52:29 main:574] : INFO : Epoch 1556 | loss: 0.0311718 | val_loss: 0.0311829 | Time: 1659.39 ms [2022-02-26 18:52:31 main:574] : INFO : Epoch 1557 | loss: 0.031173 | val_loss: 0.0311898 | Time: 1768.87 ms [2022-02-26 18:52:32 main:574] : INFO : Epoch 1558 | loss: 0.0311722 | val_loss: 0.031181 | Time: 1369.1 ms [2022-02-26 18:52:34 main:574] : INFO : Epoch 1559 | loss: 0.031172 | val_loss: 0.0311874 | Time: 1592.15 ms [2022-02-26 18:52:35 main:574] : INFO : Epoch 1560 | loss: 0.0311776 | val_loss: 0.0311826 | Time: 1578.14 ms [2022-02-26 18:52:36 main:574] : INFO : Epoch 1561 | loss: 0.0311717 | val_loss: 0.0311809 | Time: 1335.48 ms [2022-02-26 18:52:38 main:574] : INFO : Epoch 1562 | loss: 0.0311711 | val_loss: 0.0311805 | Time: 1589.02 ms [2022-02-26 18:52:40 main:574] : INFO : Epoch 1563 | loss: 0.0311737 | val_loss: 0.0311834 | Time: 1675.08 ms [2022-02-26 18:52:41 main:574] : INFO : Epoch 1564 | loss: 0.0311756 | val_loss: 0.0311796 | Time: 1441.27 ms [2022-02-26 18:52:43 main:574] : INFO : Epoch 1565 | loss: 0.0311745 | val_loss: 0.0311816 | Time: 1520.8 ms [2022-02-26 18:52:44 main:574] : INFO : Epoch 1566 | loss: 0.0311711 | val_loss: 0.031188 | Time: 1611.06 ms [2022-02-26 18:52:46 main:574] : INFO : Epoch 1567 | loss: 0.0311723 | val_loss: 0.0311795 | Time: 1520.58 ms [2022-02-26 18:52:47 main:574] : INFO : Epoch 1568 | loss: 0.0311728 | val_loss: 0.0311858 | Time: 1469.15 ms [2022-02-26 18:52:49 main:574] : INFO : Epoch 1569 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 1544.44 ms [2022-02-26 18:52:51 main:574] : INFO : Epoch 1570 | loss: 0.0311714 | val_loss: 0.031182 | Time: 1642.59 ms [2022-02-26 18:52:52 main:574] : INFO : Epoch 1571 | loss: 0.0311727 | val_loss: 0.0311794 | Time: 1287.55 ms [2022-02-26 18:52:54 main:574] : INFO : Epoch 1572 | loss: 0.0311724 | val_loss: 0.0311844 | Time: 1652.23 ms [2022-02-26 18:52:55 main:574] : INFO : Epoch 1573 | loss: 0.0311711 | val_loss: 0.0311816 | Time: 1616 ms [2022-02-26 18:52:56 main:574] : INFO : Epoch 1574 | loss: 0.0311699 | val_loss: 0.0311807 | Time: 1295.05 ms [2022-02-26 18:52:58 main:574] : INFO : Epoch 1575 | loss: 0.0311694 | val_loss: 0.0311804 | Time: 1558.69 ms [2022-02-26 18:53:00 main:574] : INFO : Epoch 1576 | loss: 0.0311705 | val_loss: 0.0311812 | Time: 1652.33 ms [2022-02-26 18:53:01 main:574] : INFO : Epoch 1577 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 1466.2 ms [2022-02-26 18:53:03 main:574] : INFO : Epoch 1578 | loss: 0.0311714 | val_loss: 0.0311794 | Time: 1468.35 ms [2022-02-26 18:53:04 main:574] : INFO : Epoch 1579 | loss: 0.0311722 | val_loss: 0.0311823 | Time: 1591.16 ms [2022-02-26 18:53:06 main:574] : INFO : Epoch 1580 | loss: 0.031173 | val_loss: 0.0311845 | Time: 1562.8 ms [2022-02-26 18:53:07 main:574] : INFO : Epoch 1581 | loss: 0.0311727 | val_loss: 0.0311829 | Time: 1489.78 ms [2022-02-26 18:53:09 main:574] : INFO : Epoch 1582 | loss: 0.0311727 | val_loss: 0.0311809 | Time: 1643.8 ms [2022-02-26 18:53:11 main:574] : INFO : Epoch 1583 | loss: 0.0311705 | val_loss: 0.0311813 | Time: 1689.93 ms [2022-02-26 18:53:12 main:574] : INFO : Epoch 1584 | loss: 0.0311718 | val_loss: 0.0311823 | Time: 1349.37 ms [2022-02-26 18:53:14 main:574] : INFO : Epoch 1585 | loss: 0.031171 | val_loss: 0.0311803 | Time: 1664.35 ms [2022-02-26 18:53:15 main:574] : INFO : Epoch 1586 | loss: 0.0311714 | val_loss: 0.0311825 | Time: 1615.99 ms [2022-02-26 18:53:17 main:574] : INFO : Epoch 1587 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 1374.1 ms [2022-02-26 18:53:18 main:574] : INFO : Epoch 1588 | loss: 0.0311715 | val_loss: 0.0311839 | Time: 1612.95 ms [2022-02-26 18:53:20 main:574] : INFO : Epoch 1589 | loss: 0.0311707 | val_loss: 0.0311812 | Time: 1670.54 ms [2022-02-26 18:53:21 main:574] : INFO : Epoch 1590 | loss: 0.0311704 | val_loss: 0.03118 | Time: 1404.65 ms [2022-02-26 18:53:23 main:574] : INFO : Epoch 1591 | loss: 0.0311689 | val_loss: 0.0311809 | Time: 1535.39 ms [2022-02-26 18:53:25 main:574] : INFO : Epoch 1592 | loss: 0.0311695 | val_loss: 0.0311838 | Time: 1595.07 ms [2022-02-26 18:53:26 main:574] : INFO : Epoch 1593 | loss: 0.0311685 | val_loss: 0.0311804 | Time: 1541.33 ms [2022-02-26 18:53:28 main:574] : INFO : Epoch 1594 | loss: 0.0311686 | val_loss: 0.0311866 | Time: 1443.47 ms [2022-02-26 18:53:29 main:574] : INFO : Epoch 1595 | loss: 0.0311688 | val_loss: 0.0311818 | Time: 1648.34 ms [2022-02-26 18:53:31 main:574] : INFO : Epoch 1596 | loss: 0.0311692 | val_loss: 0.031182 | Time: 1588.05 ms [2022-02-26 18:53:32 main:574] : INFO : Epoch 1597 | loss: 0.031169 | val_loss: 0.0311813 | Time: 1299.4 ms [2022-02-26 18:53:34 main:574] : INFO : Epoch 1598 | loss: 0.0311696 | val_loss: 0.0311797 | Time: 1579.34 ms [2022-02-26 18:53:35 main:574] : INFO : Epoch 1599 | loss: 0.0311692 | val_loss: 0.0311811 | Time: 1646.83 ms [2022-02-26 18:53:37 main:574] : INFO : Epoch 1600 | loss: 0.0311689 | val_loss: 0.0311848 | Time: 1311.52 ms [2022-02-26 18:53:38 main:574] : INFO : Epoch 1601 | loss: 0.0311693 | val_loss: 0.0311797 | Time: 1560.62 ms [2022-02-26 18:53:40 main:574] : INFO : Epoch 1602 | loss: 0.0311675 | val_loss: 0.0311808 | Time: 1601.73 ms [2022-02-26 18:53:41 main:574] : INFO : Epoch 1603 | loss: 0.031168 | val_loss: 0.0311828 | Time: 1461.44 ms [2022-02-26 18:53:43 main:574] : INFO : Epoch 1604 | loss: 0.0311673 | val_loss: 0.0311791 | Time: 1546.77 ms [2022-02-26 18:53:45 main:574] : INFO : Epoch 1605 | loss: 0.0311679 | val_loss: 0.0311829 | Time: 1637.88 ms [2022-02-26 18:53:46 main:574] : INFO : Epoch 1606 | loss: 0.0311693 | val_loss: 0.0311805 | Time: 1532.1 ms [2022-02-26 18:53:48 main:574] : INFO : Epoch 1607 | loss: 0.0311707 | val_loss: 0.0311824 | Time: 1402.99 ms [2022-02-26 18:53:49 main:574] : INFO : Epoch 1608 | loss: 0.031168 | val_loss: 0.0311808 | Time: 1604.96 ms [2022-02-26 18:53:51 main:574] : INFO : Epoch 1609 | loss: 0.0311693 | val_loss: 0.0311933 | Time: 1580.12 ms [2022-02-26 18:53:52 main:574] : INFO : Epoch 1610 | loss: 0.0311696 | val_loss: 0.0311835 | Time: 1312.41 ms [2022-02-26 18:53:54 main:574] : INFO : Epoch 1611 | loss: 0.0311686 | val_loss: 0.0311802 | Time: 1590.2 ms [2022-02-26 18:53:55 main:574] : INFO : Epoch 1612 | loss: 0.0311704 | val_loss: 0.0311827 | Time: 1624.53 ms [2022-02-26 18:53:57 main:574] : INFO : Epoch 1613 | loss: 0.0311705 | val_loss: 0.0311819 | Time: 1321.4 ms [2022-02-26 18:53:58 main:574] : INFO : Epoch 1614 | loss: 0.0311702 | val_loss: 0.0311856 | Time: 1578.89 ms [2022-02-26 18:54:00 main:574] : INFO : Epoch 1615 | loss: 0.0311698 | val_loss: 0.0311819 | Time: 1631.53 ms [2022-02-26 18:54:01 main:574] : INFO : Epoch 1616 | loss: 0.0311678 | val_loss: 0.0311823 | Time: 1474.66 ms [2022-02-26 18:54:03 main:574] : INFO : Epoch 1617 | loss: 0.0311702 | val_loss: 0.0311798 | Time: 1440.68 ms [2022-02-26 18:54:04 main:574] : INFO : Epoch 1618 | loss: 0.0311726 | val_loss: 0.0311846 | Time: 1651.6 ms [2022-02-26 18:54:06 main:574] : INFO : Epoch 1619 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 1556.66 ms [2022-02-26 18:54:07 main:574] : INFO : Epoch 1620 | loss: 0.0311709 | val_loss: 0.0311853 | Time: 1351.41 ms [2022-02-26 18:54:09 main:574] : INFO : Epoch 1621 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 1652.87 ms [2022-02-26 18:54:11 main:574] : INFO : Epoch 1622 | loss: 0.0311715 | val_loss: 0.0311803 | Time: 1560.43 ms [2022-02-26 18:54:12 main:574] : INFO : Epoch 1623 | loss: 0.0311703 | val_loss: 0.0311788 | Time: 1330.55 ms [2022-02-26 18:54:14 main:574] : INFO : Epoch 1624 | loss: 0.0311706 | val_loss: 0.031182 | Time: 1629.15 ms [2022-02-26 18:54:15 main:574] : INFO : Epoch 1625 | loss: 0.0311726 | val_loss: 0.031185 | Time: 1667.5 ms [2022-02-26 18:54:17 main:574] : INFO : Epoch 1626 | loss: 0.0311712 | val_loss: 0.0311805 | Time: 1436.74 ms [2022-02-26 18:54:18 main:574] : INFO : Epoch 1627 | loss: 0.0311705 | val_loss: 0.0311807 | Time: 1562.21 ms [2022-02-26 18:54:20 main:574] : INFO : Epoch 1628 | loss: 0.0311775 | val_loss: 0.0312181 | Time: 1583.48 ms [2022-02-26 18:54:21 main:574] : INFO : Epoch 1629 | loss: 0.0314213 | val_loss: 0.033011 | Time: 1480.58 ms [2022-02-26 18:54:23 main:574] : INFO : Epoch 1630 | loss: 0.0336713 | val_loss: 0.0321773 | Time: 1425.71 ms [2022-02-26 18:54:24 main:574] : INFO : Epoch 1631 | loss: 0.031515 | val_loss: 0.031326 | Time: 1651.96 ms [2022-02-26 18:54:26 main:574] : INFO : Epoch 1632 | loss: 0.0312736 | val_loss: 0.0312323 | Time: 1595.36 ms [2022-02-26 18:54:27 main:574] : INFO : Epoch 1633 | loss: 0.0312169 | val_loss: 0.0312028 | Time: 1354.72 ms [2022-02-26 18:54:29 main:574] : INFO : Epoch 1634 | loss: 0.0312025 | val_loss: 0.0311985 | Time: 1605.89 ms [2022-02-26 18:54:31 main:574] : INFO : Epoch 1635 | loss: 0.0311929 | val_loss: 0.0311886 | Time: 1625.62 ms [2022-02-26 18:54:32 main:574] : INFO : Epoch 1636 | loss: 0.0311877 | val_loss: 0.0311843 | Time: 1274.57 ms [2022-02-26 18:54:34 main:574] : INFO : Epoch 1637 | loss: 0.0311829 | val_loss: 0.0311819 | Time: 1599.59 ms [2022-02-26 18:54:35 main:574] : INFO : Epoch 1638 | loss: 0.0311804 | val_loss: 0.0311847 | Time: 1637.13 ms [2022-02-26 18:54:37 main:574] : INFO : Epoch 1639 | loss: 0.0311794 | val_loss: 0.0311844 | Time: 1384.33 ms [2022-02-26 18:54:38 main:574] : INFO : Epoch 1640 | loss: 0.0311789 | val_loss: 0.0311817 | Time: 1506.76 ms [2022-02-26 18:54:40 main:574] : INFO : Epoch 1641 | loss: 0.0311802 | val_loss: 0.0311837 | Time: 1680.59 ms [2022-02-26 18:54:41 main:574] : INFO : Epoch 1642 | loss: 0.0311788 | val_loss: 0.0311827 | Time: 1520.15 ms [2022-02-26 18:54:43 main:574] : INFO : Epoch 1643 | loss: 0.0311782 | val_loss: 0.0311841 | Time: 1335.53 ms [2022-02-26 18:54:44 main:574] : INFO : Epoch 1644 | loss: 0.0311796 | val_loss: 0.0311798 | Time: 1600.15 ms [2022-02-26 18:54:46 main:574] : INFO : Epoch 1645 | loss: 0.0311748 | val_loss: 0.0311794 | Time: 1601.17 ms [2022-02-26 18:54:47 main:574] : INFO : Epoch 1646 | loss: 0.0311719 | val_loss: 0.0311779 | Time: 1284.55 ms [2022-02-26 18:54:49 main:574] : INFO : Epoch 1647 | loss: 0.0311712 | val_loss: 0.0311789 | Time: 1598.52 ms [2022-02-26 18:54:50 main:574] : INFO : Epoch 1648 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 1642.83 ms [2022-02-26 18:54:52 main:574] : INFO : Epoch 1649 | loss: 0.031171 | val_loss: 0.0311787 | Time: 1312.65 ms [2022-02-26 18:54:53 main:574] : INFO : Epoch 1650 | loss: 0.0311721 | val_loss: 0.0311824 | Time: 1569.66 ms [2022-02-26 18:54:55 main:574] : INFO : Epoch 1651 | loss: 0.0311719 | val_loss: 0.0311836 | Time: 1581.57 ms [2022-02-26 18:54:56 main:574] : INFO : Epoch 1652 | loss: 0.0311704 | val_loss: 0.0311772 | Time: 1506.25 ms [2022-02-26 18:54:58 main:574] : INFO : Epoch 1653 | loss: 0.0311698 | val_loss: 0.0311776 | Time: 1458.32 ms [2022-02-26 18:55:00 main:574] : INFO : Epoch 1654 | loss: 0.0311708 | val_loss: 0.0311801 | Time: 1606.13 ms [2022-02-26 18:55:01 main:574] : INFO : Epoch 1655 | loss: 0.0311699 | val_loss: 0.0311819 | Time: 1555.75 ms [2022-02-26 18:55:02 main:574] : INFO : Epoch 1656 | loss: 0.0311696 | val_loss: 0.0311776 | Time: 1329.73 ms [2022-02-26 18:55:04 main:574] : INFO : Epoch 1657 | loss: 0.0311688 | val_loss: 0.0311769 | Time: 1597.59 ms [2022-02-26 18:55:06 main:574] : INFO : Epoch 1658 | loss: 0.0311687 | val_loss: 0.0311782 | Time: 1582.18 ms [2022-02-26 18:55:07 main:574] : INFO : Epoch 1659 | loss: 0.0311689 | val_loss: 0.0311797 | Time: 1328.02 ms [2022-02-26 18:55:09 main:574] : INFO : Epoch 1660 | loss: 0.0311694 | val_loss: 0.0311793 | Time: 1580.82 ms [2022-02-26 18:55:10 main:574] : INFO : Epoch 1661 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 1618.46 ms [2022-02-26 18:55:12 main:574] : INFO : Epoch 1662 | loss: 0.0311688 | val_loss: 0.0311767 | Time: 1457.05 ms [2022-02-26 18:55:13 main:574] : INFO : Epoch 1663 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 1512.95 ms [2022-02-26 18:55:15 main:574] : INFO : Epoch 1664 | loss: 0.0311686 | val_loss: 0.0311788 | Time: 1614.59 ms [2022-02-26 18:55:16 main:574] : INFO : Epoch 1665 | loss: 0.0311677 | val_loss: 0.0311772 | Time: 1457.13 ms [2022-02-26 18:55:18 main:574] : INFO : Epoch 1666 | loss: 0.0311687 | val_loss: 0.0311795 | Time: 1377.75 ms [2022-02-26 18:55:19 main:574] : INFO : Epoch 1667 | loss: 0.0311701 | val_loss: 0.0311801 | Time: 1612.47 ms [2022-02-26 18:55:21 main:574] : INFO : Epoch 1668 | loss: 0.0311687 | val_loss: 0.0311759 | Time: 1577.84 ms [2022-02-26 18:55:22 main:574] : INFO : Epoch 1669 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 1263.41 ms [2022-02-26 18:55:24 main:574] : INFO : Epoch 1670 | loss: 0.031168 | val_loss: 0.0311762 | Time: 1662.41 ms [2022-02-26 18:55:25 main:574] : INFO : Epoch 1671 | loss: 0.031168 | val_loss: 0.0311762 | Time: 1635.08 ms [2022-02-26 18:55:27 main:574] : INFO : Epoch 1672 | loss: 0.031168 | val_loss: 0.0311765 | Time: 1339.48 ms [2022-02-26 18:55:28 main:574] : INFO : Epoch 1673 | loss: 0.031169 | val_loss: 0.0311763 | Time: 1514.54 ms [2022-02-26 18:55:30 main:574] : INFO : Epoch 1674 | loss: 0.0311687 | val_loss: 0.0311777 | Time: 1569.97 ms [2022-02-26 18:55:31 main:574] : INFO : Epoch 1675 | loss: 0.0311691 | val_loss: 0.0311848 | Time: 1505.77 ms [2022-02-26 18:55:33 main:574] : INFO : Epoch 1676 | loss: 0.031169 | val_loss: 0.0311756 | Time: 1478.55 ms [2022-02-26 18:55:34 main:574] : INFO : Epoch 1677 | loss: 0.0311681 | val_loss: 0.0311777 | Time: 1577.96 ms [2022-02-26 18:55:36 main:574] : INFO : Epoch 1678 | loss: 0.031168 | val_loss: 0.0311768 | Time: 1619.25 ms [2022-02-26 18:55:37 main:574] : INFO : Epoch 1679 | loss: 0.0311686 | val_loss: 0.0311789 | Time: 1299.5 ms [2022-02-26 18:55:39 main:574] : INFO : Epoch 1680 | loss: 0.0311675 | val_loss: 0.031177 | Time: 1631.74 ms [2022-02-26 18:55:41 main:574] : INFO : Epoch 1681 | loss: 0.0311672 | val_loss: 0.0311772 | Time: 1622.8 ms [2022-02-26 18:55:42 main:574] : INFO : Epoch 1682 | loss: 0.0311666 | val_loss: 0.0311777 | Time: 1312.58 ms [2022-02-26 18:55:44 main:574] : INFO : Epoch 1683 | loss: 0.0311675 | val_loss: 0.0311802 | Time: 1596.17 ms [2022-02-26 18:55:45 main:574] : INFO : Epoch 1684 | loss: 0.0311675 | val_loss: 0.0311779 | Time: 1575 ms [2022-02-26 18:55:47 main:574] : INFO : Epoch 1685 | loss: 0.0311669 | val_loss: 0.031178 | Time: 1408.2 ms [2022-02-26 18:55:48 main:574] : INFO : Epoch 1686 | loss: 0.0311667 | val_loss: 0.0311763 | Time: 1415.28 ms [2022-02-26 18:55:50 main:574] : INFO : Epoch 1687 | loss: 0.0311658 | val_loss: 0.031177 | Time: 1542.99 ms [2022-02-26 18:55:51 main:574] : INFO : Epoch 1688 | loss: 0.031166 | val_loss: 0.0311773 | Time: 1612.01 ms [2022-02-26 18:55:52 main:574] : INFO : Epoch 1689 | loss: 0.031168 | val_loss: 0.0311768 | Time: 1274.78 ms [2022-02-26 18:55:54 main:574] : INFO : Epoch 1690 | loss: 0.0311689 | val_loss: 0.0311804 | Time: 1599.59 ms [2022-02-26 18:55:56 main:574] : INFO : Epoch 1691 | loss: 0.0311671 | val_loss: 0.0311803 | Time: 1606.78 ms [2022-02-26 18:55:57 main:574] : INFO : Epoch 1692 | loss: 0.0311674 | val_loss: 0.0311775 | Time: 1330.94 ms [2022-02-26 18:55:59 main:574] : INFO : Epoch 1693 | loss: 0.0311657 | val_loss: 0.0311774 | Time: 1536.85 ms [2022-02-26 18:56:00 main:574] : INFO : Epoch 1694 | loss: 0.0311658 | val_loss: 0.031178 | Time: 1648.8 ms [2022-02-26 18:56:02 main:574] : INFO : Epoch 1695 | loss: 0.0311685 | val_loss: 0.0311782 | Time: 1429.6 ms [2022-02-26 18:56:03 main:574] : INFO : Epoch 1696 | loss: 0.0311665 | val_loss: 0.031179 | Time: 1437.54 ms [2022-02-26 18:56:05 main:574] : INFO : Epoch 1697 | loss: 0.0311677 | val_loss: 0.0311763 | Time: 1627.2 ms [2022-02-26 18:56:06 main:574] : INFO : Epoch 1698 | loss: 0.031169 | val_loss: 0.031175 | Time: 1507.18 ms [2022-02-26 18:56:08 main:574] : INFO : Epoch 1699 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 1344.33 ms [2022-02-26 18:56:09 main:574] : INFO : Epoch 1700 | loss: 0.031169 | val_loss: 0.031181 | Time: 1645.52 ms [2022-02-26 18:56:11 main:574] : INFO : Epoch 1701 | loss: 0.0311703 | val_loss: 0.0311785 | Time: 1545.13 ms [2022-02-26 18:56:12 main:574] : INFO : Epoch 1702 | loss: 0.0311673 | val_loss: 0.0311808 | Time: 1364.15 ms [2022-02-26 18:56:14 main:574] : INFO : Epoch 1703 | loss: 0.0311711 | val_loss: 0.0311801 | Time: 1612.83 ms [2022-02-26 18:56:16 main:574] : INFO : Epoch 1704 | loss: 0.0311676 | val_loss: 0.0311782 | Time: 1671.92 ms [2022-02-26 18:56:17 main:574] : INFO : Epoch 1705 | loss: 0.0311695 | val_loss: 0.0311779 | Time: 1379.02 ms [2022-02-26 18:56:18 main:574] : INFO : Epoch 1706 | loss: 0.0311755 | val_loss: 0.031181 | Time: 1341.84 ms [2022-02-26 18:56:20 main:574] : INFO : Epoch 1707 | loss: 0.0311725 | val_loss: 0.0311755 | Time: 1458.72 ms [2022-02-26 18:56:21 main:574] : INFO : Epoch 1708 | loss: 0.0311702 | val_loss: 0.0311779 | Time: 1569.17 ms [2022-02-26 18:56:23 main:574] : INFO : Epoch 1709 | loss: 0.0311691 | val_loss: 0.0311777 | Time: 1287.82 ms [2022-02-26 18:56:24 main:574] : INFO : Epoch 1710 | loss: 0.0311674 | val_loss: 0.031176 | Time: 1541.3 ms [2022-02-26 18:56:26 main:574] : INFO : Epoch 1711 | loss: 0.0311675 | val_loss: 0.0311789 | Time: 1552.96 ms [2022-02-26 18:56:27 main:574] : INFO : Epoch 1712 | loss: 0.0311713 | val_loss: 0.0311803 | Time: 1286.64 ms [2022-02-26 18:56:28 main:574] : INFO : Epoch 1713 | loss: 0.0311749 | val_loss: 0.0311784 | Time: 1343.04 ms [2022-02-26 18:56:30 main:574] : INFO : Epoch 1714 | loss: 0.0311709 | val_loss: 0.0311783 | Time: 1622.99 ms [2022-02-26 18:56:31 main:574] : INFO : Epoch 1715 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 1503.47 ms [2022-02-26 18:56:33 main:574] : INFO : Epoch 1716 | loss: 0.0311678 | val_loss: 0.0311788 | Time: 1223.58 ms [2022-02-26 18:56:34 main:574] : INFO : Epoch 1717 | loss: 0.0311681 | val_loss: 0.0311798 | Time: 1532.23 ms [2022-02-26 18:56:36 main:574] : INFO : Epoch 1718 | loss: 0.0311695 | val_loss: 0.0311763 | Time: 1425.28 ms [2022-02-26 18:56:37 main:574] : INFO : Epoch 1719 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 1224.2 ms [2022-02-26 18:56:38 main:574] : INFO : Epoch 1720 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 1310.45 ms [2022-02-26 18:56:40 main:574] : INFO : Epoch 1721 | loss: 0.0311685 | val_loss: 0.0311802 | Time: 1432.16 ms [2022-02-26 18:56:41 main:574] : INFO : Epoch 1722 | loss: 0.0311697 | val_loss: 0.0311769 | Time: 1410.22 ms [2022-02-26 18:56:42 main:574] : INFO : Epoch 1723 | loss: 0.0311702 | val_loss: 0.0311772 | Time: 1164.09 ms [2022-02-26 18:56:44 main:574] : INFO : Epoch 1724 | loss: 0.03117 | val_loss: 0.031184 | Time: 1420.92 ms [2022-02-26 18:56:45 main:574] : INFO : Epoch 1725 | loss: 0.0311697 | val_loss: 0.0311761 | Time: 1392.91 ms [2022-02-26 18:56:46 main:574] : INFO : Epoch 1726 | loss: 0.0311684 | val_loss: 0.0311783 | Time: 1402.67 ms [2022-02-26 18:56:48 main:574] : INFO : Epoch 1727 | loss: 0.0311707 | val_loss: 0.0311774 | Time: 1173.53 ms [2022-02-26 18:56:49 main:574] : INFO : Epoch 1728 | loss: 0.0311686 | val_loss: 0.0311819 | Time: 1426.2 ms [2022-02-26 18:56:50 main:574] : INFO : Epoch 1729 | loss: 0.0311677 | val_loss: 0.0311747 | Time: 1403.76 ms [2022-02-26 18:56:52 main:574] : INFO : Epoch 1730 | loss: 0.0311678 | val_loss: 0.0311784 | Time: 1301.26 ms [2022-02-26 18:56:53 main:574] : INFO : Epoch 1731 | loss: 0.0311675 | val_loss: 0.0311755 | Time: 1231.45 ms [2022-02-26 18:56:54 main:574] : INFO : Epoch 1732 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 1410.37 ms [2022-02-26 18:56:56 main:574] : INFO : Epoch 1733 | loss: 0.0311672 | val_loss: 0.0311763 | Time: 1400.47 ms [2022-02-26 18:56:57 main:574] : INFO : Epoch 1734 | loss: 0.0311665 | val_loss: 0.0311761 | Time: 1228.08 ms [2022-02-26 18:56:58 main:574] : INFO : Epoch 1735 | loss: 0.0311656 | val_loss: 0.0311755 | Time: 1333.7 ms [2022-02-26 18:57:00 main:574] : INFO : Epoch 1736 | loss: 0.0311658 | val_loss: 0.031175 | Time: 1449.44 ms [2022-02-26 18:57:01 main:574] : INFO : Epoch 1737 | loss: 0.0311674 | val_loss: 0.0311816 | Time: 1422.89 ms [2022-02-26 18:57:02 main:574] : INFO : Epoch 1738 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 1138.85 ms [2022-02-26 18:57:04 main:574] : INFO : Epoch 1739 | loss: 0.031169 | val_loss: 0.0311772 | Time: 1460.3 ms [2022-02-26 18:57:05 main:574] : INFO : Epoch 1740 | loss: 0.0311665 | val_loss: 0.0311774 | Time: 1403.81 ms [2022-02-26 18:57:07 main:574] : INFO : Epoch 1741 | loss: 0.0311658 | val_loss: 0.0311764 | Time: 1345.85 ms [2022-02-26 18:57:08 main:574] : INFO : Epoch 1742 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 1227.99 ms [2022-02-26 18:57:09 main:574] : INFO : Epoch 1743 | loss: 0.0311668 | val_loss: 0.0311752 | Time: 1395.43 ms [2022-02-26 18:57:11 main:574] : INFO : Epoch 1744 | loss: 0.0311656 | val_loss: 0.031175 | Time: 1456.7 ms [2022-02-26 18:57:12 main:574] : INFO : Epoch 1745 | loss: 0.0311649 | val_loss: 0.0311752 | Time: 1259.13 ms [2022-02-26 18:57:13 main:574] : INFO : Epoch 1746 | loss: 0.0311651 | val_loss: 0.0311758 | Time: 1307.23 ms [2022-02-26 18:57:15 main:574] : INFO : Epoch 1747 | loss: 0.0311649 | val_loss: 0.0311755 | Time: 1392.42 ms [2022-02-26 18:57:16 main:574] : INFO : Epoch 1748 | loss: 0.0311672 | val_loss: 0.0311801 | Time: 1394.48 ms [2022-02-26 18:57:17 main:574] : INFO : Epoch 1749 | loss: 0.0311661 | val_loss: 0.031176 | Time: 1175.83 ms [2022-02-26 18:57:19 main:574] : INFO : Epoch 1750 | loss: 0.0311652 | val_loss: 0.0311736 | Time: 1396.15 ms [2022-02-26 18:57:20 main:574] : INFO : Epoch 1751 | loss: 0.0311653 | val_loss: 0.0311793 | Time: 1436.22 ms [2022-02-26 18:57:22 main:574] : INFO : Epoch 1752 | loss: 0.031165 | val_loss: 0.031174 | Time: 1383.55 ms [2022-02-26 18:57:23 main:574] : INFO : Epoch 1753 | loss: 0.0311644 | val_loss: 0.0311763 | Time: 1219.2 ms [2022-02-26 18:57:24 main:574] : INFO : Epoch 1754 | loss: 0.0311694 | val_loss: 0.0311814 | Time: 1415.21 ms [2022-02-26 18:57:26 main:574] : INFO : Epoch 1755 | loss: 0.031167 | val_loss: 0.0311776 | Time: 1565.9 ms [2022-02-26 18:57:27 main:574] : INFO : Epoch 1756 | loss: 0.0311656 | val_loss: 0.0311757 | Time: 1258.47 ms [2022-02-26 18:57:28 main:574] : INFO : Epoch 1757 | loss: 0.0311639 | val_loss: 0.0311755 | Time: 1339.17 ms [2022-02-26 18:57:30 main:574] : INFO : Epoch 1758 | loss: 0.0311647 | val_loss: 0.0311769 | Time: 1571.36 ms [2022-02-26 18:57:32 main:574] : INFO : Epoch 1759 | loss: 0.0311644 | val_loss: 0.031176 | Time: 1485.53 ms [2022-02-26 18:57:33 main:574] : INFO : Epoch 1760 | loss: 0.0311666 | val_loss: 0.0311776 | Time: 1203.19 ms [2022-02-26 18:57:34 main:574] : INFO : Epoch 1761 | loss: 0.0311672 | val_loss: 0.0311771 | Time: 1438.37 ms [2022-02-26 18:57:36 main:574] : INFO : Epoch 1762 | loss: 0.0311672 | val_loss: 0.0311753 | Time: 1424.86 ms [2022-02-26 18:57:37 main:574] : INFO : Epoch 1763 | loss: 0.0311658 | val_loss: 0.0311742 | Time: 1338.8 ms [2022-02-26 18:57:38 main:574] : INFO : Epoch 1764 | loss: 0.0311642 | val_loss: 0.0311736 | Time: 1284.81 ms [2022-02-26 18:57:40 main:574] : INFO : Epoch 1765 | loss: 0.0311663 | val_loss: 0.0311807 | Time: 1398.95 ms [2022-02-26 18:57:41 main:574] : INFO : Epoch 1766 | loss: 0.0311663 | val_loss: 0.0311781 | Time: 1397.17 ms [2022-02-26 18:57:42 main:574] : INFO : Epoch 1767 | loss: 0.0311661 | val_loss: 0.0311787 | Time: 1217.47 ms [2022-02-26 18:57:44 main:574] : INFO : Epoch 1768 | loss: 0.0311663 | val_loss: 0.0311789 | Time: 1342.72 ms [2022-02-26 18:57:45 main:574] : INFO : Epoch 1769 | loss: 0.0311643 | val_loss: 0.0311733 | Time: 1437.03 ms [2022-02-26 18:57:46 main:574] : INFO : Epoch 1770 | loss: 0.0311641 | val_loss: 0.0311742 | Time: 1397.66 ms [2022-02-26 18:57:48 main:574] : INFO : Epoch 1771 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 1191.71 ms [2022-02-26 18:57:49 main:574] : INFO : Epoch 1772 | loss: 0.0311652 | val_loss: 0.0311794 | Time: 1417.64 ms [2022-02-26 18:57:51 main:574] : INFO : Epoch 1773 | loss: 0.031168 | val_loss: 0.0311757 | Time: 1468.6 ms [2022-02-26 18:57:52 main:574] : INFO : Epoch 1774 | loss: 0.0311652 | val_loss: 0.0311755 | Time: 1305.08 ms [2022-02-26 18:57:53 main:574] : INFO : Epoch 1775 | loss: 0.0311645 | val_loss: 0.0311747 | Time: 1225.4 ms [2022-02-26 18:57:55 main:574] : INFO : Epoch 1776 | loss: 0.031165 | val_loss: 0.0311754 | Time: 1413.53 ms [2022-02-26 18:57:56 main:574] : INFO : Epoch 1777 | loss: 0.0311645 | val_loss: 0.0311757 | Time: 1388.52 ms [2022-02-26 18:57:57 main:574] : INFO : Epoch 1778 | loss: 0.0311654 | val_loss: 0.0311763 | Time: 1231.12 ms [2022-02-26 18:57:58 main:574] : INFO : Epoch 1779 | loss: 0.0311651 | val_loss: 0.031177 | Time: 1289.79 ms [2022-02-26 18:58:00 main:574] : INFO : Epoch 1780 | loss: 0.0311636 | val_loss: 0.0311765 | Time: 1420.46 ms [2022-02-26 18:58:01 main:574] : INFO : Epoch 1781 | loss: 0.0311632 | val_loss: 0.0311763 | Time: 1441.64 ms [2022-02-26 18:58:03 main:574] : INFO : Epoch 1782 | loss: 0.0311635 | val_loss: 0.0311751 | Time: 1185.69 ms [2022-02-26 18:58:04 main:574] : INFO : Epoch 1783 | loss: 0.0311639 | val_loss: 0.0311805 | Time: 1443.34 ms [2022-02-26 18:58:05 main:574] : INFO : Epoch 1784 | loss: 0.0311653 | val_loss: 0.0311762 | Time: 1405.45 ms [2022-02-26 18:58:07 main:574] : INFO : Epoch 1785 | loss: 0.0311651 | val_loss: 0.0311751 | Time: 1390.12 ms [2022-02-26 18:58:08 main:574] : INFO : Epoch 1786 | loss: 0.0311644 | val_loss: 0.0311751 | Time: 1206.16 ms [2022-02-26 18:58:09 main:574] : INFO : Epoch 1787 | loss: 0.0311642 | val_loss: 0.0311795 | Time: 1416.52 ms [2022-02-26 18:58:11 main:574] : INFO : Epoch 1788 | loss: 0.0311643 | val_loss: 0.0311768 | Time: 1431.95 ms [2022-02-26 18:58:12 main:574] : INFO : Epoch 1789 | loss: 0.0311666 | val_loss: 0.0311762 | Time: 1282.69 ms [2022-02-26 18:58:14 main:574] : INFO : Epoch 1790 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 1316.67 ms [2022-02-26 18:58:15 main:574] : INFO : Epoch 1791 | loss: 0.0311641 | val_loss: 0.0311762 | Time: 1441.29 ms [2022-02-26 18:58:16 main:574] : INFO : Epoch 1792 | loss: 0.0311668 | val_loss: 0.0311761 | Time: 1483.04 ms [2022-02-26 18:58:18 main:574] : INFO : Epoch 1793 | loss: 0.031165 | val_loss: 0.0311756 | Time: 1165.24 ms [2022-02-26 18:58:19 main:574] : INFO : Epoch 1794 | loss: 0.031165 | val_loss: 0.0311766 | Time: 1449.47 ms [2022-02-26 18:58:21 main:574] : INFO : Epoch 1795 | loss: 0.0311647 | val_loss: 0.0311744 | Time: 1439.31 ms [2022-02-26 18:58:22 main:574] : INFO : Epoch 1796 | loss: 0.0311638 | val_loss: 0.0311784 | Time: 1377.45 ms [2022-02-26 18:58:23 main:574] : INFO : Epoch 1797 | loss: 0.0311634 | val_loss: 0.0311751 | Time: 1238.82 ms [2022-02-26 18:58:25 main:574] : INFO : Epoch 1798 | loss: 0.0311638 | val_loss: 0.0311759 | Time: 1461.4 ms [2022-02-26 18:58:26 main:574] : INFO : Epoch 1799 | loss: 0.0311634 | val_loss: 0.0311792 | Time: 1383.7 ms [2022-02-26 18:58:27 main:574] : INFO : Epoch 1800 | loss: 0.0311635 | val_loss: 0.0311754 | Time: 1254.08 ms [2022-02-26 18:58:29 main:574] : INFO : Epoch 1801 | loss: 0.0311653 | val_loss: 0.0311793 | Time: 1358.42 ms [2022-02-26 18:58:30 main:574] : INFO : Epoch 1802 | loss: 0.0311653 | val_loss: 0.0311748 | Time: 1412.15 ms [2022-02-26 18:58:32 main:574] : INFO : Epoch 1803 | loss: 0.0311625 | val_loss: 0.0311748 | Time: 1451.91 ms [2022-02-26 18:58:33 main:574] : INFO : Epoch 1804 | loss: 0.0311621 | val_loss: 0.0311762 | Time: 1175.45 ms [2022-02-26 18:58:34 main:574] : INFO : Epoch 1805 | loss: 0.0311629 | val_loss: 0.0311755 | Time: 1472.79 ms [2022-02-26 18:58:36 main:574] : INFO : Epoch 1806 | loss: 0.031167 | val_loss: 0.0311767 | Time: 1422.51 ms [2022-02-26 18:58:37 main:574] : INFO : Epoch 1807 | loss: 0.0311668 | val_loss: 0.0311749 | Time: 1358.5 ms [2022-02-26 18:58:38 main:574] : INFO : Epoch 1808 | loss: 0.0311653 | val_loss: 0.0311736 | Time: 1255.58 ms [2022-02-26 18:58:40 main:574] : INFO : Epoch 1809 | loss: 0.0311657 | val_loss: 0.0311737 | Time: 1419.56 ms [2022-02-26 18:58:41 main:574] : INFO : Epoch 1810 | loss: 0.031165 | val_loss: 0.0311779 | Time: 1414.55 ms [2022-02-26 18:58:42 main:574] : INFO : Epoch 1811 | loss: 0.0311683 | val_loss: 0.0311793 | Time: 1248.24 ms [2022-02-26 18:58:44 main:574] : INFO : Epoch 1812 | loss: 0.0311641 | val_loss: 0.031174 | Time: 1344.81 ms [2022-02-26 18:58:45 main:574] : INFO : Epoch 1813 | loss: 0.0311648 | val_loss: 0.0311741 | Time: 1430.27 ms [2022-02-26 18:58:47 main:574] : INFO : Epoch 1814 | loss: 0.0311642 | val_loss: 0.031173 | Time: 1471.36 ms [2022-02-26 18:58:48 main:574] : INFO : Epoch 1815 | loss: 0.0311641 | val_loss: 0.0311804 | Time: 1147.4 ms [2022-02-26 18:58:49 main:574] : INFO : Epoch 1816 | loss: 0.0311662 | val_loss: 0.0311746 | Time: 1462.21 ms [2022-02-26 18:58:51 main:574] : INFO : Epoch 1817 | loss: 0.0311634 | val_loss: 0.0311774 | Time: 1419.83 ms [2022-02-26 18:58:52 main:574] : INFO : Epoch 1818 | loss: 0.0311626 | val_loss: 0.0311736 | Time: 1365.73 ms [2022-02-26 18:58:53 main:574] : INFO : Epoch 1819 | loss: 0.0311619 | val_loss: 0.0311755 | Time: 1254.9 ms [2022-02-26 18:58:55 main:574] : INFO : Epoch 1820 | loss: 0.0311624 | val_loss: 0.0311745 | Time: 1413.52 ms [2022-02-26 18:58:56 main:574] : INFO : Epoch 1821 | loss: 0.0311628 | val_loss: 0.031174 | Time: 1457.61 ms [2022-02-26 18:58:57 main:574] : INFO : Epoch 1822 | loss: 0.0311628 | val_loss: 0.0311747 | Time: 1254.2 ms [2022-02-26 18:58:59 main:574] : INFO : Epoch 1823 | loss: 0.0311624 | val_loss: 0.0311731 | Time: 1346.18 ms [2022-02-26 18:59:00 main:574] : INFO : Epoch 1824 | loss: 0.0311631 | val_loss: 0.0311757 | Time: 1414.72 ms [2022-02-26 18:59:02 main:574] : INFO : Epoch 1825 | loss: 0.0311631 | val_loss: 0.0311776 | Time: 1421.73 ms [2022-02-26 18:59:03 main:574] : INFO : Epoch 1826 | loss: 0.0311628 | val_loss: 0.0311742 | Time: 1145.47 ms [2022-02-26 18:59:04 main:574] : INFO : Epoch 1827 | loss: 0.0311627 | val_loss: 0.0311737 | Time: 1410.43 ms [2022-02-26 18:59:06 main:574] : INFO : Epoch 1828 | loss: 0.0311641 | val_loss: 0.0311756 | Time: 1424.23 ms [2022-02-26 18:59:07 main:574] : INFO : Epoch 1829 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 1334.64 ms [2022-02-26 18:59:08 main:574] : INFO : Epoch 1830 | loss: 0.0311635 | val_loss: 0.0311722 | Time: 1202.26 ms [2022-02-26 18:59:10 main:574] : INFO : Epoch 1831 | loss: 0.031164 | val_loss: 0.0311737 | Time: 1376.35 ms [2022-02-26 18:59:11 main:574] : INFO : Epoch 1832 | loss: 0.0311641 | val_loss: 0.0311744 | Time: 1424.14 ms [2022-02-26 18:59:12 main:574] : INFO : Epoch 1833 | loss: 0.0311631 | val_loss: 0.031174 | Time: 1301.85 ms [2022-02-26 18:59:14 main:574] : INFO : Epoch 1834 | loss: 0.0311628 | val_loss: 0.0311769 | Time: 1295.46 ms [2022-02-26 18:59:15 main:574] : INFO : Epoch 1835 | loss: 0.0311641 | val_loss: 0.0311785 | Time: 1385.33 ms [2022-02-26 18:59:16 main:574] : INFO : Epoch 1836 | loss: 0.0311626 | val_loss: 0.0311735 | Time: 1440.98 ms [2022-02-26 18:59:18 main:574] : INFO : Epoch 1837 | loss: 0.0311626 | val_loss: 0.0311754 | Time: 1202.81 ms [2022-02-26 18:59:19 main:574] : INFO : Epoch 1838 | loss: 0.0311633 | val_loss: 0.0311764 | Time: 1429.2 ms [2022-02-26 18:59:21 main:574] : INFO : Epoch 1839 | loss: 0.0311634 | val_loss: 0.0311753 | Time: 1424.27 ms [2022-02-26 18:59:22 main:574] : INFO : Epoch 1840 | loss: 0.0311656 | val_loss: 0.0311743 | Time: 1377.9 ms [2022-02-26 18:59:23 main:574] : INFO : Epoch 1841 | loss: 0.0311679 | val_loss: 0.0311786 | Time: 1249.24 ms [2022-02-26 18:59:25 main:574] : INFO : Epoch 1842 | loss: 0.0311665 | val_loss: 0.0311758 | Time: 1434.51 ms [2022-02-26 18:59:26 main:574] : INFO : Epoch 1843 | loss: 0.031167 | val_loss: 0.0311754 | Time: 1440.17 ms [2022-02-26 18:59:27 main:574] : INFO : Epoch 1844 | loss: 0.0311681 | val_loss: 0.0311772 | Time: 1316.62 ms [2022-02-26 18:59:29 main:574] : INFO : Epoch 1845 | loss: 0.031166 | val_loss: 0.0311731 | Time: 1278.6 ms [2022-02-26 18:59:30 main:574] : INFO : Epoch 1846 | loss: 0.0311638 | val_loss: 0.0311743 | Time: 1424.22 ms [2022-02-26 18:59:31 main:574] : INFO : Epoch 1847 | loss: 0.0311639 | val_loss: 0.0311764 | Time: 1428.98 ms [2022-02-26 18:59:33 main:574] : INFO : Epoch 1848 | loss: 0.0311635 | val_loss: 0.0311746 | Time: 1197.08 ms [2022-02-26 18:59:34 main:574] : INFO : Epoch 1849 | loss: 0.0311627 | val_loss: 0.0311751 | Time: 1361.88 ms [2022-02-26 18:59:36 main:574] : INFO : Epoch 1850 | loss: 0.0311634 | val_loss: 0.0311745 | Time: 1432.98 ms [2022-02-26 18:59:37 main:574] : INFO : Epoch 1851 | loss: 0.031165 | val_loss: 0.0311729 | Time: 1410.79 ms [2022-02-26 18:59:38 main:574] : INFO : Epoch 1852 | loss: 0.0311646 | val_loss: 0.0311741 | Time: 1182.39 ms [2022-02-26 18:59:39 main:574] : INFO : Epoch 1853 | loss: 0.0311629 | val_loss: 0.031175 | Time: 1381.82 ms [2022-02-26 18:59:41 main:574] : INFO : Epoch 1854 | loss: 0.0311618 | val_loss: 0.0311776 | Time: 1414.51 ms [2022-02-26 18:59:42 main:574] : INFO : Epoch 1855 | loss: 0.0311642 | val_loss: 0.0311751 | Time: 1329.5 ms [2022-02-26 18:59:44 main:574] : INFO : Epoch 1856 | loss: 0.0311642 | val_loss: 0.0311768 | Time: 1279.97 ms [2022-02-26 18:59:45 main:574] : INFO : Epoch 1857 | loss: 0.0311655 | val_loss: 0.0311769 | Time: 1410 ms [2022-02-26 18:59:46 main:574] : INFO : Epoch 1858 | loss: 0.0311653 | val_loss: 0.0311757 | Time: 1389.82 ms [2022-02-26 18:59:48 main:574] : INFO : Epoch 1859 | loss: 0.031168 | val_loss: 0.031175 | Time: 1411.61 ms [2022-02-26 18:59:49 main:574] : INFO : Epoch 1860 | loss: 0.0311664 | val_loss: 0.0311714 | Time: 1396.62 ms [2022-02-26 18:59:51 main:574] : INFO : Epoch 1861 | loss: 0.0311643 | val_loss: 0.0311737 | Time: 1401.68 ms [2022-02-26 18:59:52 main:574] : INFO : Epoch 1862 | loss: 0.031163 | val_loss: 0.0311723 | Time: 1410.75 ms [2022-02-26 18:59:53 main:574] : INFO : Epoch 1863 | loss: 0.031162 | val_loss: 0.0311761 | Time: 1208.81 ms [2022-02-26 18:59:55 main:574] : INFO : Epoch 1864 | loss: 0.0311624 | val_loss: 0.0311775 | Time: 1442.87 ms [2022-02-26 18:59:56 main:574] : INFO : Epoch 1865 | loss: 0.0311629 | val_loss: 0.0311805 | Time: 1366.69 ms [2022-02-26 18:59:57 main:574] : INFO : Epoch 1866 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 1306.49 ms [2022-02-26 18:59:59 main:574] : INFO : Epoch 1867 | loss: 0.0311645 | val_loss: 0.0311726 | Time: 1259.19 ms [2022-02-26 19:00:00 main:574] : INFO : Epoch 1868 | loss: 0.0311626 | val_loss: 0.0311715 | Time: 1444.66 ms [2022-02-26 19:00:01 main:574] : INFO : Epoch 1869 | loss: 0.0311635 | val_loss: 0.0311741 | Time: 1382.07 ms [2022-02-26 19:00:03 main:574] : INFO : Epoch 1870 | loss: 0.0311644 | val_loss: 0.0311723 | Time: 1252.86 ms [2022-02-26 19:00:04 main:574] : INFO : Epoch 1871 | loss: 0.0311637 | val_loss: 0.0311746 | Time: 1291.06 ms [2022-02-26 19:00:05 main:574] : INFO : Epoch 1872 | loss: 0.0311644 | val_loss: 0.0311713 | Time: 1371.47 ms [2022-02-26 19:00:07 main:574] : INFO : Epoch 1873 | loss: 0.0311639 | val_loss: 0.0311724 | Time: 1386.75 ms [2022-02-26 19:00:08 main:574] : INFO : Epoch 1874 | loss: 0.0311637 | val_loss: 0.0311751 | Time: 1167.72 ms [2022-02-26 19:00:09 main:574] : INFO : Epoch 1875 | loss: 0.0311649 | val_loss: 0.0311734 | Time: 1396.02 ms [2022-02-26 19:00:11 main:574] : INFO : Epoch 1876 | loss: 0.0311652 | val_loss: 0.031172 | Time: 1408.95 ms [2022-02-26 19:00:12 main:574] : INFO : Epoch 1877 | loss: 0.031163 | val_loss: 0.031175 | Time: 1388.85 ms [2022-02-26 19:00:13 main:574] : INFO : Epoch 1878 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 1198.98 ms [2022-02-26 19:00:15 main:574] : INFO : Epoch 1879 | loss: 0.0311636 | val_loss: 0.0311723 | Time: 1420.09 ms [2022-02-26 19:00:16 main:574] : INFO : Epoch 1880 | loss: 0.0311617 | val_loss: 0.0311748 | Time: 1479.52 ms [2022-02-26 19:00:18 main:574] : INFO : Epoch 1881 | loss: 0.0311631 | val_loss: 0.0311746 | Time: 1285.92 ms [2022-02-26 19:00:19 main:574] : INFO : Epoch 1882 | loss: 0.0311617 | val_loss: 0.0311731 | Time: 1268.83 ms [2022-02-26 19:00:20 main:574] : INFO : Epoch 1883 | loss: 0.0311634 | val_loss: 0.0311725 | Time: 1387.33 ms [2022-02-26 19:00:22 main:574] : INFO : Epoch 1884 | loss: 0.0311632 | val_loss: 0.0311728 | Time: 1408.42 ms [2022-02-26 19:00:23 main:574] : INFO : Epoch 1885 | loss: 0.0311617 | val_loss: 0.0311716 | Time: 1179.05 ms [2022-02-26 19:00:24 main:574] : INFO : Epoch 1886 | loss: 0.0311624 | val_loss: 0.0311755 | Time: 1426.36 ms [2022-02-26 19:00:26 main:574] : INFO : Epoch 1887 | loss: 0.0311622 | val_loss: 0.0311744 | Time: 1444.99 ms [2022-02-26 19:00:27 main:574] : INFO : Epoch 1888 | loss: 0.0311609 | val_loss: 0.0311766 | Time: 1404.41 ms [2022-02-26 19:00:28 main:574] : INFO : Epoch 1889 | loss: 0.0311618 | val_loss: 0.0311742 | Time: 1187.2 ms [2022-02-26 19:00:30 main:574] : INFO : Epoch 1890 | loss: 0.031161 | val_loss: 0.0311728 | Time: 1426.83 ms [2022-02-26 19:00:31 main:574] : INFO : Epoch 1891 | loss: 0.0311634 | val_loss: 0.0311728 | Time: 1424.21 ms [2022-02-26 19:00:33 main:574] : INFO : Epoch 1892 | loss: 0.031162 | val_loss: 0.0311739 | Time: 1301.15 ms [2022-02-26 19:00:34 main:574] : INFO : Epoch 1893 | loss: 0.0311615 | val_loss: 0.0311733 | Time: 1314.62 ms [2022-02-26 19:00:35 main:574] : INFO : Epoch 1894 | loss: 0.0311632 | val_loss: 0.0311761 | Time: 1387.88 ms [2022-02-26 19:00:37 main:574] : INFO : Epoch 1895 | loss: 0.0311639 | val_loss: 0.0311734 | Time: 1386.65 ms [2022-02-26 19:00:38 main:574] : INFO : Epoch 1896 | loss: 0.0311622 | val_loss: 0.0311744 | Time: 1199 ms [2022-02-26 19:00:39 main:574] : INFO : Epoch 1897 | loss: 0.0311647 | val_loss: 0.0311735 | Time: 1361 ms [2022-02-26 19:00:41 main:574] : INFO : Epoch 1898 | loss: 0.0311625 | val_loss: 0.0311748 | Time: 1416.26 ms [2022-02-26 19:00:42 main:574] : INFO : Epoch 1899 | loss: 0.0311637 | val_loss: 0.0311728 | Time: 1405.38 ms [2022-02-26 19:00:43 main:574] : INFO : Epoch 1900 | loss: 0.0311641 | val_loss: 0.031177 | Time: 1137.57 ms [2022-02-26 19:00:45 main:574] : INFO : Epoch 1901 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 1426.03 ms [2022-02-26 19:00:46 main:574] : INFO : Epoch 1902 | loss: 0.0311629 | val_loss: 0.0311762 | Time: 1439.62 ms [2022-02-26 19:00:48 main:574] : INFO : Epoch 1903 | loss: 0.0311619 | val_loss: 0.0311736 | Time: 1326.77 ms [2022-02-26 19:00:49 main:574] : INFO : Epoch 1904 | loss: 0.0311613 | val_loss: 0.0311733 | Time: 1382.33 ms [2022-02-26 19:00:50 main:574] : INFO : Epoch 1905 | loss: 0.0311611 | val_loss: 0.0311739 | Time: 1378.34 ms [2022-02-26 19:00:52 main:574] : INFO : Epoch 1906 | loss: 0.0311627 | val_loss: 0.0311739 | Time: 1417.49 ms [2022-02-26 19:00:53 main:574] : INFO : Epoch 1907 | loss: 0.0311646 | val_loss: 0.0311754 | Time: 1212.17 ms [2022-02-26 19:00:54 main:574] : INFO : Epoch 1908 | loss: 0.0311647 | val_loss: 0.0311775 | Time: 1375.84 ms [2022-02-26 19:00:56 main:574] : INFO : Epoch 1909 | loss: 0.0311633 | val_loss: 0.0311755 | Time: 1418.89 ms [2022-02-26 19:00:57 main:574] : INFO : Epoch 1910 | loss: 0.0319883 | val_loss: 0.0320276 | Time: 1352.73 ms [2022-02-26 19:00:58 main:574] : INFO : Epoch 1911 | loss: 0.0335309 | val_loss: 0.0316101 | Time: 1150.97 ms [2022-02-26 19:01:00 main:574] : INFO : Epoch 1912 | loss: 0.0348745 | val_loss: 0.031794 | Time: 1448.47 ms [2022-02-26 19:01:01 main:574] : INFO : Epoch 1913 | loss: 0.0316117 | val_loss: 0.0313191 | Time: 1403.65 ms [2022-02-26 19:01:02 main:574] : INFO : Epoch 1914 | loss: 0.0312981 | val_loss: 0.0312718 | Time: 1326.63 ms [2022-02-26 19:01:04 main:574] : INFO : Epoch 1915 | loss: 0.0312575 | val_loss: 0.0312502 | Time: 1227.89 ms [2022-02-26 19:01:05 main:574] : INFO : Epoch 1916 | loss: 0.0312502 | val_loss: 0.0312482 | Time: 1458.02 ms [2022-02-26 19:01:07 main:574] : INFO : Epoch 1917 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 1468.13 ms [2022-02-26 19:01:08 main:574] : INFO : Epoch 1918 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1213.94 ms [2022-02-26 19:01:09 main:574] : INFO : Epoch 1919 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 1328.96 ms [2022-02-26 19:01:11 main:574] : INFO : Epoch 1920 | loss: 0.031246 | val_loss: 0.0312446 | Time: 1391.1 ms [2022-02-26 19:01:12 main:574] : INFO : Epoch 1921 | loss: 0.0312453 | val_loss: 0.0312436 | Time: 1445.76 ms [2022-02-26 19:01:13 main:574] : INFO : Epoch 1922 | loss: 0.0312444 | val_loss: 0.0312425 | Time: 1165.44 ms [2022-02-26 19:01:15 main:574] : INFO : Epoch 1923 | loss: 0.0312432 | val_loss: 0.0312409 | Time: 1458.67 ms [2022-02-26 19:01:16 main:574] : INFO : Epoch 1924 | loss: 0.0312422 | val_loss: 0.0312393 | Time: 1449.77 ms [2022-02-26 19:01:18 main:574] : INFO : Epoch 1925 | loss: 0.0312404 | val_loss: 0.0312377 | Time: 1361.32 ms [2022-02-26 19:01:19 main:574] : INFO : Epoch 1926 | loss: 0.031239 | val_loss: 0.0312359 | Time: 1203.38 ms [2022-02-26 19:01:20 main:574] : INFO : Epoch 1927 | loss: 0.0312376 | val_loss: 0.0312348 | Time: 1411.68 ms [2022-02-26 19:01:22 main:574] : INFO : Epoch 1928 | loss: 0.0312364 | val_loss: 0.0312327 | Time: 1420.74 ms [2022-02-26 19:01:23 main:574] : INFO : Epoch 1929 | loss: 0.0312352 | val_loss: 0.0312314 | Time: 1266.49 ms [2022-02-26 19:01:24 main:574] : INFO : Epoch 1930 | loss: 0.0312343 | val_loss: 0.0312303 | Time: 1348.61 ms [2022-02-26 19:01:26 main:574] : INFO : Epoch 1931 | loss: 0.0312332 | val_loss: 0.0312293 | Time: 1375.14 ms [2022-02-26 19:01:27 main:574] : INFO : Epoch 1932 | loss: 0.0312317 | val_loss: 0.0312255 | Time: 1352.09 ms [2022-02-26 19:01:28 main:574] : INFO : Epoch 1933 | loss: 0.0312225 | val_loss: 0.0312131 | Time: 1186.09 ms [2022-02-26 19:01:30 main:574] : INFO : Epoch 1934 | loss: 0.0312121 | val_loss: 0.0312096 | Time: 1441.45 ms [2022-02-26 19:01:31 main:574] : INFO : Epoch 1935 | loss: 0.0312094 | val_loss: 0.031207 | Time: 1389.03 ms [2022-02-26 19:01:32 main:574] : INFO : Epoch 1936 | loss: 0.0312082 | val_loss: 0.0312065 | Time: 1382.81 ms [2022-02-26 19:01:34 main:574] : INFO : Epoch 1937 | loss: 0.0312081 | val_loss: 0.0312055 | Time: 1227.46 ms [2022-02-26 19:01:35 main:574] : INFO : Epoch 1938 | loss: 0.0312071 | val_loss: 0.0312048 | Time: 1444.67 ms [2022-02-26 19:01:37 main:574] : INFO : Epoch 1939 | loss: 0.0312067 | val_loss: 0.0312046 | Time: 1452.54 ms [2022-02-26 19:01:38 main:574] : INFO : Epoch 1940 | loss: 0.0312063 | val_loss: 0.0312041 | Time: 1275.31 ms [2022-02-26 19:01:39 main:574] : INFO : Epoch 1941 | loss: 0.0312059 | val_loss: 0.0312035 | Time: 1308.67 ms [2022-02-26 19:01:41 main:574] : INFO : Epoch 1942 | loss: 0.0312055 | val_loss: 0.0312032 | Time: 1374.88 ms [2022-02-26 19:01:42 main:574] : INFO : Epoch 1943 | loss: 0.0312053 | val_loss: 0.0312038 | Time: 1430.37 ms [2022-02-26 19:01:43 main:574] : INFO : Epoch 1944 | loss: 0.0312048 | val_loss: 0.0312029 | Time: 1162.44 ms [2022-02-26 19:01:45 main:574] : INFO : Epoch 1945 | loss: 0.031205 | val_loss: 0.0312038 | Time: 1387.64 ms [2022-02-26 19:01:46 main:574] : INFO : Epoch 1946 | loss: 0.031205 | val_loss: 0.0312028 | Time: 1422.82 ms [2022-02-26 19:01:47 main:574] : INFO : Epoch 1947 | loss: 0.0312051 | val_loss: 0.0312021 | Time: 1385.28 ms [2022-02-26 19:01:49 main:574] : INFO : Epoch 1948 | loss: 0.0312046 | val_loss: 0.0312049 | Time: 1218.65 ms [2022-02-26 19:01:50 main:574] : INFO : Epoch 1949 | loss: 0.0312061 | val_loss: 0.031205 | Time: 1393.79 ms [2022-02-26 19:01:51 main:574] : INFO : Epoch 1950 | loss: 0.0312047 | val_loss: 0.0312015 | Time: 1402.77 ms [2022-02-26 19:01:53 main:574] : INFO : Epoch 1951 | loss: 0.0312039 | val_loss: 0.031201 | Time: 1295.48 ms [2022-02-26 19:01:54 main:574] : INFO : Epoch 1952 | loss: 0.0312034 | val_loss: 0.0312008 | Time: 1286.24 ms [2022-02-26 19:01:56 main:574] : INFO : Epoch 1953 | loss: 0.0312034 | val_loss: 0.0312022 | Time: 1424.64 ms [2022-02-26 19:01:57 main:574] : INFO : Epoch 1954 | loss: 0.0312039 | val_loss: 0.031201 | Time: 1390.98 ms [2022-02-26 19:01:58 main:574] : INFO : Epoch 1955 | loss: 0.031203 | val_loss: 0.0312004 | Time: 1200.79 ms [2022-02-26 19:01:59 main:574] : INFO : Epoch 1956 | loss: 0.0312027 | val_loss: 0.0312 | Time: 1340.05 ms [2022-02-26 19:02:01 main:574] : INFO : Epoch 1957 | loss: 0.0312025 | val_loss: 0.0312002 | Time: 1436.3 ms [2022-02-26 19:02:02 main:574] : INFO : Epoch 1958 | loss: 0.0312027 | val_loss: 0.0311999 | Time: 1438.29 ms [2022-02-26 19:02:04 main:574] : INFO : Epoch 1959 | loss: 0.0312025 | val_loss: 0.0311998 | Time: 1175.22 ms [2022-02-26 19:02:05 main:574] : INFO : Epoch 1960 | loss: 0.0312025 | val_loss: 0.0311998 | Time: 1399.55 ms [2022-02-26 19:02:06 main:574] : INFO : Epoch 1961 | loss: 0.0312022 | val_loss: 0.0311997 | Time: 1397.43 ms [2022-02-26 19:02:08 main:574] : INFO : Epoch 1962 | loss: 0.031202 | val_loss: 0.0311995 | Time: 1355.2 ms [2022-02-26 19:02:09 main:574] : INFO : Epoch 1963 | loss: 0.0312021 | val_loss: 0.0312001 | Time: 1273.56 ms [2022-02-26 19:02:10 main:574] : INFO : Epoch 1964 | loss: 0.0312024 | val_loss: 0.0311995 | Time: 1419.01 ms [2022-02-26 19:02:12 main:574] : INFO : Epoch 1965 | loss: 0.0312017 | val_loss: 0.0311993 | Time: 1400.44 ms [2022-02-26 19:02:13 main:574] : INFO : Epoch 1966 | loss: 0.0312022 | val_loss: 0.0312004 | Time: 1233.98 ms [2022-02-26 19:02:14 main:574] : INFO : Epoch 1967 | loss: 0.0312023 | val_loss: 0.0311992 | Time: 1381.65 ms [2022-02-26 19:02:16 main:574] : INFO : Epoch 1968 | loss: 0.0312014 | val_loss: 0.031199 | Time: 1417.3 ms [2022-02-26 19:02:17 main:574] : INFO : Epoch 1969 | loss: 0.0312017 | val_loss: 0.031199 | Time: 1409.47 ms [2022-02-26 19:02:19 main:574] : INFO : Epoch 1970 | loss: 0.0312024 | val_loss: 0.0311988 | Time: 1164.84 ms [2022-02-26 19:02:20 main:574] : INFO : Epoch 1971 | loss: 0.0312015 | val_loss: 0.0311988 | Time: 1462.82 ms [2022-02-26 19:02:21 main:574] : INFO : Epoch 1972 | loss: 0.0312013 | val_loss: 0.0311985 | Time: 1404.33 ms [2022-02-26 19:02:23 main:574] : INFO : Epoch 1973 | loss: 0.0312012 | val_loss: 0.0311991 | Time: 1410.4 ms [2022-02-26 19:02:24 main:574] : INFO : Epoch 1974 | loss: 0.0312016 | val_loss: 0.0311986 | Time: 1411.84 ms [2022-02-26 19:02:26 main:574] : INFO : Epoch 1975 | loss: 0.0312012 | val_loss: 0.0311986 | Time: 1417.28 ms [2022-02-26 19:02:27 main:574] : INFO : Epoch 1976 | loss: 0.0312012 | val_loss: 0.0311985 | Time: 1407.39 ms [2022-02-26 19:02:28 main:574] : INFO : Epoch 1977 | loss: 0.0312016 | val_loss: 0.0311995 | Time: 1180.81 ms [2022-02-26 19:02:30 main:574] : INFO : Epoch 1978 | loss: 0.0312011 | val_loss: 0.0311986 | Time: 1381.29 ms [2022-02-26 19:02:31 main:574] : INFO : Epoch 1979 | loss: 0.0312008 | val_loss: 0.0311991 | Time: 1415.4 ms [2022-02-26 19:02:32 main:574] : INFO : Epoch 1980 | loss: 0.0312014 | val_loss: 0.0311985 | Time: 1393.96 ms [2022-02-26 19:02:34 main:574] : INFO : Epoch 1981 | loss: 0.0312014 | val_loss: 0.0311983 | Time: 1192.53 ms [2022-02-26 19:02:35 main:574] : INFO : Epoch 1982 | loss: 0.0312006 | val_loss: 0.0312008 | Time: 1470.22 ms [2022-02-26 19:02:37 main:574] : INFO : Epoch 1983 | loss: 0.0312009 | val_loss: 0.0311983 | Time: 1474.44 ms [2022-02-26 19:02:38 main:574] : INFO : Epoch 1984 | loss: 0.0312005 | val_loss: 0.0311985 | Time: 1284.36 ms [2022-02-26 19:02:39 main:574] : INFO : Epoch 1985 | loss: 0.0312007 | val_loss: 0.0311992 | Time: 1312.43 ms [2022-02-26 19:02:41 main:574] : INFO : Epoch 1986 | loss: 0.0312019 | val_loss: 0.0311998 | Time: 1446.96 ms [2022-02-26 19:02:42 main:574] : INFO : Epoch 1987 | loss: 0.0312026 | val_loss: 0.0312071 | Time: 1390.29 ms [2022-02-26 19:02:43 main:574] : INFO : Epoch 1988 | loss: 0.0312043 | val_loss: 0.0312005 | Time: 1188.81 ms [2022-02-26 19:02:45 main:574] : INFO : Epoch 1989 | loss: 0.0312026 | val_loss: 0.0311984 | Time: 1363.77 ms [2022-02-26 19:02:46 main:574] : INFO : Epoch 1990 | loss: 0.0312007 | val_loss: 0.0311979 | Time: 1395.19 ms [2022-02-26 19:02:48 main:574] : INFO : Epoch 1991 | loss: 0.0312 | val_loss: 0.0311983 | Time: 1399.59 ms [2022-02-26 19:02:49 main:574] : INFO : Epoch 1992 | loss: 0.0312008 | val_loss: 0.0311975 | Time: 1177.09 ms [2022-02-26 19:02:50 main:574] : INFO : Epoch 1993 | loss: 0.0312006 | val_loss: 0.0311975 | Time: 1449.92 ms [2022-02-26 19:02:52 main:574] : INFO : Epoch 1994 | loss: 0.0312018 | val_loss: 0.0311974 | Time: 1442.89 ms [2022-02-26 19:02:53 main:574] : INFO : Epoch 1995 | loss: 0.0312006 | val_loss: 0.0311975 | Time: 1315.31 ms [2022-02-26 19:02:54 main:574] : INFO : Epoch 1996 | loss: 0.0312007 | val_loss: 0.0311984 | Time: 1264.6 ms [2022-02-26 19:02:56 main:574] : INFO : Epoch 1997 | loss: 0.0312012 | val_loss: 0.0311978 | Time: 1372.18 ms [2022-02-26 19:02:57 main:574] : INFO : Epoch 1998 | loss: 0.0312008 | val_loss: 0.0311983 | Time: 1404.48 ms [2022-02-26 19:02:58 main:574] : INFO : Epoch 1999 | loss: 0.0312009 | val_loss: 0.0311993 | Time: 1253.69 ms [2022-02-26 19:03:00 main:574] : INFO : Epoch 2000 | loss: 0.0312003 | val_loss: 0.0311971 | Time: 1359.4 ms [2022-02-26 19:03:01 main:574] : INFO : Epoch 2001 | loss: 0.0311999 | val_loss: 0.0311975 | Time: 1385.37 ms [2022-02-26 19:03:02 main:574] : INFO : Epoch 2002 | loss: 0.0311998 | val_loss: 0.0311969 | Time: 1446.44 ms [2022-02-26 19:03:04 main:574] : INFO : Epoch 2003 | loss: 0.0311999 | val_loss: 0.0311968 | Time: 1162.06 ms [2022-02-26 19:03:05 main:574] : INFO : Epoch 2004 | loss: 0.0311999 | val_loss: 0.0311973 | Time: 1426.38 ms [2022-02-26 19:03:07 main:574] : INFO : Epoch 2005 | loss: 0.0312001 | val_loss: 0.0311968 | Time: 1519.06 ms [2022-02-26 19:03:08 main:574] : INFO : Epoch 2006 | loss: 0.0311996 | val_loss: 0.031197 | Time: 1287.61 ms [2022-02-26 19:03:09 main:574] : INFO : Epoch 2007 | loss: 0.0311999 | val_loss: 0.0311981 | Time: 1240.84 ms [2022-02-26 19:03:11 main:574] : INFO : Epoch 2008 | loss: 0.0312006 | val_loss: 0.0311966 | Time: 1461.83 ms [2022-02-26 19:03:12 main:574] : INFO : Epoch 2009 | loss: 0.0311998 | val_loss: 0.0311971 | Time: 1412.45 ms [2022-02-26 19:03:13 main:574] : INFO : Epoch 2010 | loss: 0.031201 | val_loss: 0.031197 | Time: 1230.21 ms [2022-02-26 19:03:15 main:574] : INFO : Epoch 2011 | loss: 0.0312008 | val_loss: 0.0311971 | Time: 1369.96 ms [2022-02-26 19:03:16 main:574] : INFO : Epoch 2012 | loss: 0.0311997 | val_loss: 0.0311967 | Time: 1434.99 ms [2022-02-26 19:03:18 main:574] : INFO : Epoch 2013 | loss: 0.0312 | val_loss: 0.0311971 | Time: 1437.79 ms [2022-02-26 19:03:19 main:574] : INFO : Epoch 2014 | loss: 0.0311999 | val_loss: 0.0311974 | Time: 1139.13 ms [2022-02-26 19:03:20 main:574] : INFO : Epoch 2015 | loss: 0.0312012 | val_loss: 0.0311989 | Time: 1475.72 ms [2022-02-26 19:03:22 main:574] : INFO : Epoch 2016 | loss: 0.031201 | val_loss: 0.0311977 | Time: 1421.96 ms [2022-02-26 19:03:23 main:574] : INFO : Epoch 2017 | loss: 0.0312011 | val_loss: 0.0311995 | Time: 1307.11 ms [2022-02-26 19:03:24 main:574] : INFO : Epoch 2018 | loss: 0.0312004 | val_loss: 0.0311982 | Time: 1215.65 ms [2022-02-26 19:03:26 main:574] : INFO : Epoch 2019 | loss: 0.0311998 | val_loss: 0.0312004 | Time: 1382.77 ms [2022-02-26 19:03:27 main:574] : INFO : Epoch 2020 | loss: 0.0311998 | val_loss: 0.031197 | Time: 1439.54 ms [2022-02-26 19:03:28 main:574] : INFO : Epoch 2021 | loss: 0.0311991 | val_loss: 0.0311963 | Time: 1281.21 ms [2022-02-26 19:03:30 main:574] : INFO : Epoch 2022 | loss: 0.0311988 | val_loss: 0.0311966 | Time: 1326.72 ms [2022-02-26 19:03:31 main:574] : INFO : Epoch 2023 | loss: 0.0311992 | val_loss: 0.0311965 | Time: 1380.41 ms [2022-02-26 19:03:32 main:574] : INFO : Epoch 2024 | loss: 0.031199 | val_loss: 0.031197 | Time: 1427.4 ms [2022-02-26 19:03:34 main:574] : INFO : Epoch 2025 | loss: 0.031199 | val_loss: 0.0311971 | Time: 1169.57 ms [2022-02-26 19:03:35 main:574] : INFO : Epoch 2026 | loss: 0.0311992 | val_loss: 0.0311969 | Time: 1423.26 ms [2022-02-26 19:03:36 main:574] : INFO : Epoch 2027 | loss: 0.0311993 | val_loss: 0.0311975 | Time: 1430.02 ms [2022-02-26 19:03:38 main:574] : INFO : Epoch 2028 | loss: 0.031199 | val_loss: 0.0311962 | Time: 1395.95 ms [2022-02-26 19:03:39 main:574] : INFO : Epoch 2029 | loss: 0.0311987 | val_loss: 0.0311966 | Time: 1174.27 ms [2022-02-26 19:03:40 main:574] : INFO : Epoch 2030 | loss: 0.0311995 | val_loss: 0.031196 | Time: 1433.49 ms [2022-02-26 19:03:42 main:574] : INFO : Epoch 2031 | loss: 0.031199 | val_loss: 0.0311966 | Time: 1480.8 ms [2022-02-26 19:03:43 main:574] : INFO : Epoch 2032 | loss: 0.0311988 | val_loss: 0.0311957 | Time: 1289.04 ms [2022-02-26 19:03:45 main:574] : INFO : Epoch 2033 | loss: 0.0311989 | val_loss: 0.0311987 | Time: 1296.81 ms [2022-02-26 19:03:46 main:574] : INFO : Epoch 2034 | loss: 0.0311994 | val_loss: 0.0311965 | Time: 1392.36 ms [2022-02-26 19:03:47 main:574] : INFO : Epoch 2035 | loss: 0.0311997 | val_loss: 0.031196 | Time: 1416.71 ms [2022-02-26 19:03:49 main:574] : INFO : Epoch 2036 | loss: 0.0311988 | val_loss: 0.0311957 | Time: 1175.32 ms [2022-02-26 19:03:50 main:574] : INFO : Epoch 2037 | loss: 0.0312 | val_loss: 0.0311971 | Time: 1448.31 ms [2022-02-26 19:03:51 main:574] : INFO : Epoch 2038 | loss: 0.0312005 | val_loss: 0.0311976 | Time: 1398.5 ms [2022-02-26 19:03:53 main:574] : INFO : Epoch 2039 | loss: 0.0312032 | val_loss: 0.0311992 | Time: 1369.62 ms [2022-02-26 19:03:54 main:574] : INFO : Epoch 2040 | loss: 0.0312003 | val_loss: 0.0311959 | Time: 1201.63 ms [2022-02-26 19:03:55 main:574] : INFO : Epoch 2041 | loss: 0.0311988 | val_loss: 0.0311957 | Time: 1408.39 ms [2022-02-26 19:03:57 main:574] : INFO : Epoch 2042 | loss: 0.0311989 | val_loss: 0.0311958 | Time: 1384.09 ms [2022-02-26 19:03:58 main:574] : INFO : Epoch 2043 | loss: 0.0311993 | val_loss: 0.0311955 | Time: 1288.26 ms [2022-02-26 19:03:59 main:574] : INFO : Epoch 2044 | loss: 0.0311995 | val_loss: 0.0311963 | Time: 1261.79 ms [2022-02-26 19:04:01 main:574] : INFO : Epoch 2045 | loss: 0.0311994 | val_loss: 0.0311959 | Time: 1472.09 ms [2022-02-26 19:04:02 main:574] : INFO : Epoch 2046 | loss: 0.0311993 | val_loss: 0.0311987 | Time: 1432.97 ms [2022-02-26 19:04:04 main:574] : INFO : Epoch 2047 | loss: 0.031199 | val_loss: 0.0311962 | Time: 1214.11 ms [2022-02-26 19:04:05 main:574] : INFO : Epoch 2048 | loss: 0.0311987 | val_loss: 0.0311959 | Time: 1378.83 ms [2022-02-26 19:04:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311959 [2022-02-26 19:04:05 main:603] : INFO : Saving end state to config to file [2022-02-26 19:04:05 main:608] : INFO : Success, exiting.. 19:04:05 (9308): 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)