Task 13315391
| Name | ParityModified-1647045313-32637-1-0_0 |
| Workunit | 10428670 |
| Created | 17 Mar 2022, 8:02:03 UTC |
| Sent | 22 Mar 2022, 21:44:30 UTC |
| Report deadline | 30 Mar 2022, 21:44:30 UTC |
| Received | 25 Mar 2022, 2:19:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18789 |
| Run time | 2 hours 9 min 32 sec |
| CPU time | 2 hours 8 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.86 GB |
| Peak swap size | 4.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2022-03-24 21:05:04 main:574] : INFO : Epoch 1542 | loss: 0.0311485 | val_loss: 0.0311846 | Time: 1593.46 ms [2022-03-24 21:05:06 main:574] : INFO : Epoch 1543 | loss: 0.0311528 | val_loss: 0.0311774 | Time: 1602.46 ms [2022-03-24 21:05:07 main:574] : INFO : Epoch 1544 | loss: 0.0311493 | val_loss: 0.0311809 | Time: 1574.96 ms [2022-03-24 21:05:09 main:574] : INFO : Epoch 1545 | loss: 0.0311568 | val_loss: 0.0311809 | Time: 1577.81 ms [2022-03-24 21:05:10 main:574] : INFO : Epoch 1546 | loss: 0.0311523 | val_loss: 0.0311986 | Time: 1570.72 ms [2022-03-24 21:05:12 main:574] : INFO : Epoch 1547 | loss: 0.031152 | val_loss: 0.0311757 | Time: 1302.98 ms [2022-03-24 21:05:13 main:574] : INFO : Epoch 1548 | loss: 0.0311466 | val_loss: 0.0311784 | Time: 1253.3 ms [2022-03-24 21:05:14 main:574] : INFO : Epoch 1549 | loss: 0.0311529 | val_loss: 0.0311813 | Time: 1607.25 ms [2022-03-24 21:05:16 main:574] : INFO : Epoch 1550 | loss: 0.0311533 | val_loss: 0.0311721 | Time: 1584.42 ms [2022-03-24 21:05:18 main:574] : INFO : Epoch 1551 | loss: 0.0311569 | val_loss: 0.0311845 | Time: 1567.65 ms [2022-03-24 21:05:19 main:574] : INFO : Epoch 1552 | loss: 0.0311499 | val_loss: 0.0311754 | Time: 1584.38 ms [2022-03-24 21:05:21 main:574] : INFO : Epoch 1553 | loss: 0.0311505 | val_loss: 0.0311836 | Time: 1606.83 ms [2022-03-24 21:05:22 main:574] : INFO : Epoch 1554 | loss: 0.0311523 | val_loss: 0.0311966 | Time: 1129.87 ms [2022-03-24 21:05:23 main:574] : INFO : Epoch 1555 | loss: 0.0311562 | val_loss: 0.0311825 | Time: 1407.66 ms [2022-03-24 21:05:25 main:574] : INFO : Epoch 1556 | loss: 0.0311484 | val_loss: 0.0311817 | Time: 1578.56 ms [2022-03-24 21:05:26 main:574] : INFO : Epoch 1557 | loss: 0.0311528 | val_loss: 0.0311871 | Time: 1564.72 ms [2022-03-24 21:05:28 main:574] : INFO : Epoch 1558 | loss: 0.0311583 | val_loss: 0.0311847 | Time: 1597.83 ms [2022-03-24 21:05:30 main:574] : INFO : Epoch 1559 | loss: 0.0311545 | val_loss: 0.0311783 | Time: 1586.57 ms [2022-03-24 21:05:31 main:574] : INFO : Epoch 1560 | loss: 0.031154 | val_loss: 0.0311786 | Time: 1561.29 ms [2022-03-24 21:05:32 main:574] : INFO : Epoch 1561 | loss: 0.0311534 | val_loss: 0.031181 | Time: 996.903 ms [2022-03-24 21:05:34 main:574] : INFO : Epoch 1562 | loss: 0.0311558 | val_loss: 0.0311795 | Time: 1604.95 ms [2022-03-24 21:05:35 main:574] : INFO : Epoch 1563 | loss: 0.0311592 | val_loss: 0.0311716 | Time: 1561.44 ms [2022-03-24 21:05:37 main:574] : INFO : Epoch 1564 | loss: 0.0311551 | val_loss: 0.0311715 | Time: 1606.56 ms [2022-03-24 21:05:39 main:574] : INFO : Epoch 1565 | loss: 0.0311535 | val_loss: 0.0311824 | Time: 1601.22 ms [2022-03-24 21:05:40 main:574] : INFO : Epoch 1566 | loss: 0.0311606 | val_loss: 0.0311846 | Time: 1570.88 ms [2022-03-24 21:05:42 main:574] : INFO : Epoch 1567 | loss: 0.0311989 | val_loss: 0.0311906 | Time: 1373.11 ms [2022-03-24 21:05:43 main:574] : INFO : Epoch 1568 | loss: 0.0311896 | val_loss: 0.0312058 | Time: 1186.08 ms [2022-03-24 21:05:44 main:574] : INFO : Epoch 1569 | loss: 0.031181 | val_loss: 0.0311776 | Time: 1565.51 ms [2022-03-24 21:05:46 main:574] : INFO : Epoch 1570 | loss: 0.0311794 | val_loss: 0.031174 | Time: 1584.32 ms [2022-03-24 21:05:48 main:574] : INFO : Epoch 1571 | loss: 0.0311762 | val_loss: 0.0311749 | Time: 1613.68 ms [2022-03-24 21:05:49 main:574] : INFO : Epoch 1572 | loss: 0.0311765 | val_loss: 0.031173 | Time: 1611.56 ms [2022-03-24 21:05:51 main:574] : INFO : Epoch 1573 | loss: 0.0311749 | val_loss: 0.0311742 | Time: 1577.58 ms [2022-03-24 21:05:52 main:574] : INFO : Epoch 1574 | loss: 0.031174 | val_loss: 0.0311732 | Time: 1164.55 ms [2022-03-24 21:05:53 main:574] : INFO : Epoch 1575 | loss: 0.0311718 | val_loss: 0.031176 | Time: 1386.58 ms [2022-03-24 21:05:55 main:574] : INFO : Epoch 1576 | loss: 0.0311702 | val_loss: 0.031175 | Time: 1576.41 ms [2022-03-24 21:05:56 main:574] : INFO : Epoch 1577 | loss: 0.03117 | val_loss: 0.0311722 | Time: 1571.74 ms [2022-03-24 21:05:58 main:574] : INFO : Epoch 1578 | loss: 0.031168 | val_loss: 0.0311707 | Time: 1585.59 ms [2022-03-24 21:06:00 main:574] : INFO : Epoch 1579 | loss: 0.0311684 | val_loss: 0.0311711 | Time: 1592.99 ms [2022-03-24 21:06:01 main:574] : INFO : Epoch 1580 | loss: 0.0311723 | val_loss: 0.0311723 | Time: 1576.68 ms [2022-03-24 21:06:02 main:574] : INFO : Epoch 1581 | loss: 0.0311723 | val_loss: 0.0311741 | Time: 998.66 ms [2022-03-24 21:06:04 main:574] : INFO : Epoch 1582 | loss: 0.0311731 | val_loss: 0.0311741 | Time: 1550.55 ms [2022-03-24 21:06:05 main:574] : INFO : Epoch 1583 | loss: 0.0311693 | val_loss: 0.031171 | Time: 1586.44 ms [2022-03-24 21:06:07 main:574] : INFO : Epoch 1584 | loss: 0.0311673 | val_loss: 0.0311704 | Time: 1577.02 ms [2022-03-24 21:06:08 main:574] : INFO : Epoch 1585 | loss: 0.0311685 | val_loss: 0.0311819 | Time: 1577.22 ms [2022-03-24 21:06:10 main:574] : INFO : Epoch 1586 | loss: 0.031169 | val_loss: 0.0311715 | Time: 1563.63 ms [2022-03-24 21:06:12 main:574] : INFO : Epoch 1587 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 1452.53 ms [2022-03-24 21:06:13 main:574] : INFO : Epoch 1588 | loss: 0.0311685 | val_loss: 0.0311723 | Time: 1114.87 ms [2022-03-24 21:06:14 main:574] : INFO : Epoch 1589 | loss: 0.0311739 | val_loss: 0.0311777 | Time: 1557.82 ms [2022-03-24 21:06:16 main:574] : INFO : Epoch 1590 | loss: 0.0311766 | val_loss: 0.0311731 | Time: 1622.59 ms [2022-03-24 21:06:17 main:574] : INFO : Epoch 1591 | loss: 0.0311702 | val_loss: 0.0311701 | Time: 1604.96 ms [2022-03-24 21:06:19 main:574] : INFO : Epoch 1592 | loss: 0.0311692 | val_loss: 0.0311734 | Time: 1575.74 ms [2022-03-24 21:06:21 main:574] : INFO : Epoch 1593 | loss: 0.0311694 | val_loss: 0.0311743 | Time: 1607.66 ms [2022-03-24 21:06:22 main:574] : INFO : Epoch 1594 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 1233.8 ms [2022-03-24 21:06:23 main:574] : INFO : Epoch 1595 | loss: 0.0311657 | val_loss: 0.0311754 | Time: 1311.31 ms [2022-03-24 21:06:25 main:574] : INFO : Epoch 1596 | loss: 0.031166 | val_loss: 0.0311695 | Time: 1602.58 ms [2022-03-24 21:06:26 main:574] : INFO : Epoch 1597 | loss: 0.0311631 | val_loss: 0.03117 | Time: 1620.86 ms [2022-03-24 21:06:28 main:574] : INFO : Epoch 1598 | loss: 0.0311679 | val_loss: 0.0311716 | Time: 1577.5 ms [2022-03-24 21:06:30 main:574] : INFO : Epoch 1599 | loss: 0.0311766 | val_loss: 0.0311809 | Time: 1549.92 ms [2022-03-24 21:06:31 main:574] : INFO : Epoch 1600 | loss: 0.0311672 | val_loss: 0.0311727 | Time: 1574.86 ms [2022-03-24 21:06:32 main:574] : INFO : Epoch 1601 | loss: 0.031166 | val_loss: 0.0311751 | Time: 1023.22 ms [2022-03-24 21:06:34 main:574] : INFO : Epoch 1602 | loss: 0.0311649 | val_loss: 0.0311757 | Time: 1515.45 ms [2022-03-24 21:06:35 main:574] : INFO : Epoch 1603 | loss: 0.031164 | val_loss: 0.0311715 | Time: 1588.88 ms [2022-03-24 21:06:37 main:574] : INFO : Epoch 1604 | loss: 0.0311663 | val_loss: 0.0311687 | Time: 1555.49 ms [2022-03-24 21:06:38 main:574] : INFO : Epoch 1605 | loss: 0.031163 | val_loss: 0.0311705 | Time: 1534.82 ms [2022-03-24 21:06:40 main:574] : INFO : Epoch 1606 | loss: 0.0311663 | val_loss: 0.0311754 | Time: 1583.07 ms [2022-03-24 21:06:41 main:574] : INFO : Epoch 1607 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 1490.38 ms [2022-03-24 21:06:42 main:574] : INFO : Epoch 1608 | loss: 0.0311632 | val_loss: 0.0311715 | Time: 1053.62 ms [2022-03-24 21:06:44 main:574] : INFO : Epoch 1609 | loss: 0.0311627 | val_loss: 0.0311768 | Time: 1607.94 ms [2022-03-24 21:06:46 main:574] : INFO : Epoch 1610 | loss: 0.031168 | val_loss: 0.0311741 | Time: 1577.23 ms [2022-03-24 21:06:47 main:574] : INFO : Epoch 1611 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 1594.55 ms [2022-03-24 21:06:49 main:574] : INFO : Epoch 1612 | loss: 0.0311647 | val_loss: 0.0311719 | Time: 1580.62 ms [2022-03-24 21:06:50 main:574] : INFO : Epoch 1613 | loss: 0.0311663 | val_loss: 0.0311747 | Time: 1595.23 ms [2022-03-24 21:06:52 main:574] : INFO : Epoch 1614 | loss: 0.0311695 | val_loss: 0.0311739 | Time: 1298 ms [2022-03-24 21:06:53 main:574] : INFO : Epoch 1615 | loss: 0.0311745 | val_loss: 0.0311803 | Time: 1187.38 ms [2022-03-24 21:06:55 main:574] : INFO : Epoch 1616 | loss: 0.031169 | val_loss: 0.0311757 | Time: 1620.1 ms [2022-03-24 21:06:56 main:574] : INFO : Epoch 1617 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 1564.86 ms [2022-03-24 21:06:58 main:574] : INFO : Epoch 1618 | loss: 0.0311619 | val_loss: 0.0311735 | Time: 1619.8 ms [2022-03-24 21:06:59 main:574] : INFO : Epoch 1619 | loss: 0.0311642 | val_loss: 0.0311712 | Time: 1588.57 ms [2022-03-24 21:07:01 main:574] : INFO : Epoch 1620 | loss: 0.0311688 | val_loss: 0.0311716 | Time: 1612.17 ms [2022-03-24 21:07:02 main:574] : INFO : Epoch 1621 | loss: 0.0311627 | val_loss: 0.0311688 | Time: 1128.71 ms [2022-03-24 21:07:03 main:574] : INFO : Epoch 1622 | loss: 0.0311624 | val_loss: 0.0311748 | Time: 1430.65 ms [2022-03-24 21:07:05 main:574] : INFO : Epoch 1623 | loss: 0.0311621 | val_loss: 0.0311699 | Time: 1595.05 ms [2022-03-24 21:07:07 main:574] : INFO : Epoch 1624 | loss: 0.0311625 | val_loss: 0.0311692 | Time: 1579.26 ms [2022-03-24 21:07:08 main:574] : INFO : Epoch 1625 | loss: 0.0311593 | val_loss: 0.0311694 | Time: 1592.54 ms [2022-03-24 21:07:10 main:574] : INFO : Epoch 1626 | loss: 0.03116 | val_loss: 0.0311723 | Time: 1561.06 ms [2022-03-24 21:07:11 main:574] : INFO : Epoch 1627 | loss: 0.0311638 | val_loss: 0.0311694 | Time: 1523.12 ms [2022-03-24 21:07:12 main:574] : INFO : Epoch 1628 | loss: 0.0311647 | val_loss: 0.0311722 | Time: 985.692 ms [2022-03-24 21:07:14 main:574] : INFO : Epoch 1629 | loss: 0.031167 | val_loss: 0.0311731 | Time: 1543.19 ms [2022-03-24 21:07:15 main:574] : INFO : Epoch 1630 | loss: 0.0311614 | val_loss: 0.0311765 | Time: 1581.54 ms [2022-03-24 21:07:17 main:574] : INFO : Epoch 1631 | loss: 0.0311614 | val_loss: 0.03117 | Time: 1610.11 ms [2022-03-24 21:07:19 main:574] : INFO : Epoch 1632 | loss: 0.0311643 | val_loss: 0.0311693 | Time: 1602.14 ms [2022-03-24 21:07:20 main:574] : INFO : Epoch 1633 | loss: 0.0311609 | val_loss: 0.0311727 | Time: 1595.11 ms [2022-03-24 21:07:22 main:574] : INFO : Epoch 1634 | loss: 0.0311623 | val_loss: 0.0311817 | Time: 1378.13 ms [2022-03-24 21:07:23 main:574] : INFO : Epoch 1635 | loss: 0.0311665 | val_loss: 0.0311795 | Time: 1160.91 ms [2022-03-24 21:07:24 main:574] : INFO : Epoch 1636 | loss: 0.0311701 | val_loss: 0.0311851 | Time: 1633.72 ms [2022-03-24 21:07:26 main:574] : INFO : Epoch 1637 | loss: 0.0311871 | val_loss: 0.031185 | Time: 1587.1 ms [2022-03-24 21:07:28 main:574] : INFO : Epoch 1638 | loss: 0.0311824 | val_loss: 0.0311736 | Time: 1591.07 ms [2022-03-24 21:07:29 main:574] : INFO : Epoch 1639 | loss: 0.0311762 | val_loss: 0.0311703 | Time: 1587.99 ms [2022-03-24 21:07:31 main:574] : INFO : Epoch 1640 | loss: 0.0311746 | val_loss: 0.03117 | Time: 1594.73 ms [2022-03-24 21:07:32 main:574] : INFO : Epoch 1641 | loss: 0.0311707 | val_loss: 0.0311697 | Time: 1185.29 ms [2022-03-24 21:07:33 main:574] : INFO : Epoch 1642 | loss: 0.0311717 | val_loss: 0.0311721 | Time: 1348.55 ms [2022-03-24 21:07:35 main:574] : INFO : Epoch 1643 | loss: 0.0311709 | val_loss: 0.0311699 | Time: 1562.17 ms [2022-03-24 21:07:37 main:574] : INFO : Epoch 1644 | loss: 0.0311729 | val_loss: 0.031173 | Time: 1597.79 ms [2022-03-24 21:07:38 main:574] : INFO : Epoch 1645 | loss: 0.0311692 | val_loss: 0.0311697 | Time: 1559.73 ms [2022-03-24 21:07:40 main:574] : INFO : Epoch 1646 | loss: 0.0311676 | val_loss: 0.0311671 | Time: 1573.56 ms [2022-03-24 21:07:41 main:574] : INFO : Epoch 1647 | loss: 0.0311674 | val_loss: 0.0311728 | Time: 1572.99 ms [2022-03-24 21:07:42 main:574] : INFO : Epoch 1648 | loss: 0.0311683 | val_loss: 0.0311674 | Time: 1029.45 ms [2022-03-24 21:07:44 main:574] : INFO : Epoch 1649 | loss: 0.031167 | val_loss: 0.0311701 | Time: 1514.57 ms [2022-03-24 21:07:45 main:574] : INFO : Epoch 1650 | loss: 0.0311667 | val_loss: 0.0311675 | Time: 1602.45 ms [2022-03-24 21:07:47 main:574] : INFO : Epoch 1651 | loss: 0.0311651 | val_loss: 0.0311673 | Time: 1559.86 ms [2022-03-24 21:07:49 main:574] : INFO : Epoch 1652 | loss: 0.0311664 | val_loss: 0.0311676 | Time: 1566.75 ms [2022-03-24 21:07:50 main:574] : INFO : Epoch 1653 | loss: 0.0311649 | val_loss: 0.0311699 | Time: 1571.86 ms [2022-03-24 21:07:52 main:574] : INFO : Epoch 1654 | loss: 0.0311655 | val_loss: 0.0311726 | Time: 1472.89 ms [2022-03-24 21:07:53 main:574] : INFO : Epoch 1655 | loss: 0.0311643 | val_loss: 0.0311669 | Time: 1089.43 ms [2022-03-24 21:07:54 main:574] : INFO : Epoch 1656 | loss: 0.0311632 | val_loss: 0.0311669 | Time: 1596.73 ms [2022-03-24 21:07:56 main:574] : INFO : Epoch 1657 | loss: 0.031163 | val_loss: 0.0311659 | Time: 1585.6 ms [2022-03-24 21:07:57 main:574] : INFO : Epoch 1658 | loss: 0.0311638 | val_loss: 0.0311676 | Time: 1579.38 ms [2022-03-24 21:07:59 main:574] : INFO : Epoch 1659 | loss: 0.031164 | val_loss: 0.0311666 | Time: 1587.18 ms [2022-03-24 21:08:01 main:574] : INFO : Epoch 1660 | loss: 0.0311626 | val_loss: 0.0311654 | Time: 1561.54 ms [2022-03-24 21:08:02 main:574] : INFO : Epoch 1661 | loss: 0.0311656 | val_loss: 0.0311661 | Time: 1280.96 ms [2022-03-24 21:08:03 main:574] : INFO : Epoch 1662 | loss: 0.031167 | val_loss: 0.0311855 | Time: 1261.8 ms [2022-03-24 21:08:05 main:574] : INFO : Epoch 1663 | loss: 0.031166 | val_loss: 0.0311708 | Time: 1579.5 ms [2022-03-24 21:08:06 main:574] : INFO : Epoch 1664 | loss: 0.0311619 | val_loss: 0.0311676 | Time: 1602.02 ms [2022-03-24 21:08:08 main:574] : INFO : Epoch 1665 | loss: 0.0311623 | val_loss: 0.0311896 | Time: 1548.95 ms [2022-03-24 21:08:09 main:574] : INFO : Epoch 1666 | loss: 0.031167 | val_loss: 0.0311695 | Time: 1586.33 ms [2022-03-24 21:08:11 main:574] : INFO : Epoch 1667 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 1561.15 ms [2022-03-24 21:08:12 main:574] : INFO : Epoch 1668 | loss: 0.0311634 | val_loss: 0.0311668 | Time: 1112.56 ms [2022-03-24 21:08:14 main:574] : INFO : Epoch 1669 | loss: 0.031177 | val_loss: 0.0311858 | Time: 1429.66 ms [2022-03-24 21:08:15 main:574] : INFO : Epoch 1670 | loss: 0.0311842 | val_loss: 0.0311782 | Time: 1568.62 ms [2022-03-24 21:08:17 main:574] : INFO : Epoch 1671 | loss: 0.0311823 | val_loss: 0.0311787 | Time: 1569.75 ms [2022-03-24 21:08:18 main:574] : INFO : Epoch 1672 | loss: 0.0311788 | val_loss: 0.0311781 | Time: 1557.64 ms [2022-03-24 21:08:20 main:574] : INFO : Epoch 1673 | loss: 0.0311784 | val_loss: 0.0311753 | Time: 1586.73 ms [2022-03-24 21:08:21 main:574] : INFO : Epoch 1674 | loss: 0.0311732 | val_loss: 0.0311722 | Time: 1555.34 ms [2022-03-24 21:08:22 main:574] : INFO : Epoch 1675 | loss: 0.0311759 | val_loss: 0.0311727 | Time: 994.272 ms [2022-03-24 21:08:24 main:574] : INFO : Epoch 1676 | loss: 0.0311754 | val_loss: 0.0311696 | Time: 1590.24 ms [2022-03-24 21:08:26 main:574] : INFO : Epoch 1677 | loss: 0.031178 | val_loss: 0.0311846 | Time: 1582.39 ms [2022-03-24 21:08:27 main:574] : INFO : Epoch 1678 | loss: 0.0311798 | val_loss: 0.0311721 | Time: 1580.67 ms [2022-03-24 21:08:29 main:574] : INFO : Epoch 1679 | loss: 0.0311739 | val_loss: 0.0311728 | Time: 1588.57 ms [2022-03-24 21:08:30 main:574] : INFO : Epoch 1680 | loss: 0.0311726 | val_loss: 0.0311724 | Time: 1605.3 ms [2022-03-24 21:08:32 main:574] : INFO : Epoch 1681 | loss: 0.0311717 | val_loss: 0.0311761 | Time: 1378.83 ms [2022-03-24 21:08:33 main:574] : INFO : Epoch 1682 | loss: 0.0311715 | val_loss: 0.0311695 | Time: 1182.4 ms [2022-03-24 21:08:35 main:574] : INFO : Epoch 1683 | loss: 0.0311748 | val_loss: 0.0311857 | Time: 1593.83 ms [2022-03-24 21:08:36 main:574] : INFO : Epoch 1684 | loss: 0.0311771 | val_loss: 0.0311717 | Time: 1577.43 ms [2022-03-24 21:08:38 main:574] : INFO : Epoch 1685 | loss: 0.0311721 | val_loss: 0.03117 | Time: 1601.51 ms [2022-03-24 21:08:39 main:574] : INFO : Epoch 1686 | loss: 0.0311702 | val_loss: 0.031168 | Time: 1585.55 ms [2022-03-24 21:08:41 main:574] : INFO : Epoch 1687 | loss: 0.0311714 | val_loss: 0.0311696 | Time: 1560.43 ms [2022-03-24 21:08:42 main:574] : INFO : Epoch 1688 | loss: 0.0311748 | val_loss: 0.0311785 | Time: 1208.45 ms [2022-03-24 21:08:43 main:574] : INFO : Epoch 1689 | loss: 0.0311776 | val_loss: 0.0311725 | Time: 1367.79 ms [2022-03-24 21:08:45 main:574] : INFO : Epoch 1690 | loss: 0.0311697 | val_loss: 0.0311671 | Time: 1594.72 ms [2022-03-24 21:08:47 main:574] : INFO : Epoch 1691 | loss: 0.0311735 | val_loss: 0.0311717 | Time: 1577.53 ms [2022-03-24 21:08:48 main:574] : INFO : Epoch 1692 | loss: 0.031172 | val_loss: 0.0311747 | Time: 1550.5 ms [2022-03-24 21:08:50 main:574] : INFO : Epoch 1693 | loss: 0.03117 | val_loss: 0.0311703 | Time: 1545.16 ms [2022-03-24 21:08:51 main:574] : INFO : Epoch 1694 | loss: 0.0311693 | val_loss: 0.0311667 | Time: 1581 ms [2022-03-24 21:08:52 main:574] : INFO : Epoch 1695 | loss: 0.0311677 | val_loss: 0.0311678 | Time: 1020.14 ms [2022-03-24 21:08:54 main:574] : INFO : Epoch 1696 | loss: 0.0311696 | val_loss: 0.0311715 | Time: 1509.48 ms [2022-03-24 21:08:55 main:574] : INFO : Epoch 1697 | loss: 0.0311707 | val_loss: 0.0311688 | Time: 1595.71 ms [2022-03-24 21:08:57 main:574] : INFO : Epoch 1698 | loss: 0.0311685 | val_loss: 0.0311734 | Time: 1574.33 ms [2022-03-24 21:08:59 main:574] : INFO : Epoch 1699 | loss: 0.0311675 | val_loss: 0.0311716 | Time: 1564.89 ms [2022-03-24 21:09:00 main:574] : INFO : Epoch 1700 | loss: 0.0311667 | val_loss: 0.0311682 | Time: 1580.56 ms [2022-03-24 21:09:02 main:574] : INFO : Epoch 1701 | loss: 0.0311663 | val_loss: 0.0311683 | Time: 1473.64 ms [2022-03-24 21:09:03 main:574] : INFO : Epoch 1702 | loss: 0.0311686 | val_loss: 0.031168 | Time: 1071.58 ms [2022-03-24 21:09:04 main:574] : INFO : Epoch 1703 | loss: 0.031168 | val_loss: 0.0311718 | Time: 1611.89 ms [2022-03-24 21:09:06 main:574] : INFO : Epoch 1704 | loss: 0.0311672 | val_loss: 0.0311782 | Time: 1579.5 ms [2022-03-24 21:09:08 main:574] : INFO : Epoch 1705 | loss: 0.0311697 | val_loss: 0.0311702 | Time: 1622.43 ms [2022-03-24 21:09:09 main:574] : INFO : Epoch 1706 | loss: 0.0311671 | val_loss: 0.0311701 | Time: 1595.52 ms [2022-03-24 21:09:11 main:574] : INFO : Epoch 1707 | loss: 0.031168 | val_loss: 0.0311729 | Time: 1605.91 ms [2022-03-24 21:09:12 main:574] : INFO : Epoch 1708 | loss: 0.0311663 | val_loss: 0.031173 | Time: 1259.44 ms [2022-03-24 21:09:13 main:574] : INFO : Epoch 1709 | loss: 0.0311662 | val_loss: 0.0311689 | Time: 1277.49 ms [2022-03-24 21:09:15 main:574] : INFO : Epoch 1710 | loss: 0.0311675 | val_loss: 0.031181 | Time: 1586.6 ms [2022-03-24 21:09:16 main:574] : INFO : Epoch 1711 | loss: 0.031169 | val_loss: 0.0311786 | Time: 1585.7 ms [2022-03-24 21:09:18 main:574] : INFO : Epoch 1712 | loss: 0.0311683 | val_loss: 0.0311769 | Time: 1568.73 ms [2022-03-24 21:09:20 main:574] : INFO : Epoch 1713 | loss: 0.0311707 | val_loss: 0.0311921 | Time: 1622.24 ms [2022-03-24 21:09:21 main:574] : INFO : Epoch 1714 | loss: 0.0311704 | val_loss: 0.0311688 | Time: 1612.21 ms [2022-03-24 21:09:22 main:574] : INFO : Epoch 1715 | loss: 0.0311636 | val_loss: 0.0311732 | Time: 1050.25 ms [2022-03-24 21:09:24 main:574] : INFO : Epoch 1716 | loss: 0.0311653 | val_loss: 0.03117 | Time: 1462.03 ms [2022-03-24 21:09:25 main:574] : INFO : Epoch 1717 | loss: 0.0311636 | val_loss: 0.031167 | Time: 1577.42 ms [2022-03-24 21:09:27 main:574] : INFO : Epoch 1718 | loss: 0.031163 | val_loss: 0.0311676 | Time: 1562.73 ms [2022-03-24 21:09:29 main:574] : INFO : Epoch 1719 | loss: 0.0311621 | val_loss: 0.0311675 | Time: 1560.13 ms [2022-03-24 21:09:30 main:574] : INFO : Epoch 1720 | loss: 0.0311639 | val_loss: 0.0311683 | Time: 1597.18 ms [2022-03-24 21:09:32 main:574] : INFO : Epoch 1721 | loss: 0.0311689 | val_loss: 0.031176 | Time: 1512 ms [2022-03-24 21:09:33 main:574] : INFO : Epoch 1722 | loss: 0.0311653 | val_loss: 0.0311686 | Time: 1023.06 ms [2022-03-24 21:09:34 main:574] : INFO : Epoch 1723 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 1571.65 ms [2022-03-24 21:09:36 main:574] : INFO : Epoch 1724 | loss: 0.0311687 | val_loss: 0.031176 | Time: 1576.71 ms [2022-03-24 21:09:37 main:574] : INFO : Epoch 1725 | loss: 0.031168 | val_loss: 0.0311686 | Time: 1585.49 ms [2022-03-24 21:09:39 main:574] : INFO : Epoch 1726 | loss: 0.0311657 | val_loss: 0.0311691 | Time: 1539.68 ms [2022-03-24 21:09:41 main:574] : INFO : Epoch 1727 | loss: 0.0311637 | val_loss: 0.0311687 | Time: 1607.18 ms [2022-03-24 21:09:42 main:574] : INFO : Epoch 1728 | loss: 0.0311651 | val_loss: 0.0311666 | Time: 1355.97 ms [2022-03-24 21:09:43 main:574] : INFO : Epoch 1729 | loss: 0.031165 | val_loss: 0.0311767 | Time: 1210.11 ms [2022-03-24 21:09:45 main:574] : INFO : Epoch 1730 | loss: 0.0311657 | val_loss: 0.0311724 | Time: 1611.84 ms [2022-03-24 21:09:46 main:574] : INFO : Epoch 1731 | loss: 0.0311653 | val_loss: 0.0311693 | Time: 1552.07 ms [2022-03-24 21:09:48 main:574] : INFO : Epoch 1732 | loss: 0.0311643 | val_loss: 0.0311671 | Time: 1590.26 ms [2022-03-24 21:09:49 main:574] : INFO : Epoch 1733 | loss: 0.0311636 | val_loss: 0.0311669 | Time: 1579.12 ms [2022-03-24 21:09:51 main:574] : INFO : Epoch 1734 | loss: 0.031163 | val_loss: 0.0311664 | Time: 1633.32 ms [2022-03-24 21:09:52 main:574] : INFO : Epoch 1735 | loss: 0.0311647 | val_loss: 0.0311783 | Time: 1150.69 ms [2022-03-24 21:09:54 main:574] : INFO : Epoch 1736 | loss: 0.0311698 | val_loss: 0.03117 | Time: 1415.24 ms [2022-03-24 21:09:55 main:574] : INFO : Epoch 1737 | loss: 0.0311645 | val_loss: 0.0311679 | Time: 1590.17 ms [2022-03-24 21:09:57 main:574] : INFO : Epoch 1738 | loss: 0.0311631 | val_loss: 0.0311696 | Time: 1600.09 ms [2022-03-24 21:09:58 main:574] : INFO : Epoch 1739 | loss: 0.0311655 | val_loss: 0.0311678 | Time: 1602.67 ms [2022-03-24 21:10:00 main:574] : INFO : Epoch 1740 | loss: 0.0311629 | val_loss: 0.0311687 | Time: 1598.73 ms [2022-03-24 21:10:02 main:574] : INFO : Epoch 1741 | loss: 0.031167 | val_loss: 0.0311716 | Time: 1536.28 ms [2022-03-24 21:10:03 main:574] : INFO : Epoch 1742 | loss: 0.0311641 | val_loss: 0.0311695 | Time: 1556.9 ms [2022-03-24 21:10:05 main:574] : INFO : Epoch 1743 | loss: 0.0311639 | val_loss: 0.031168 | Time: 1580.21 ms [2022-03-24 21:10:06 main:574] : INFO : Epoch 1744 | loss: 0.0311699 | val_loss: 0.0311699 | Time: 1615.31 ms [2022-03-24 21:10:08 main:574] : INFO : Epoch 1745 | loss: 0.0311652 | val_loss: 0.0311681 | Time: 1568.78 ms [2022-03-24 21:10:10 main:574] : INFO : Epoch 1746 | loss: 0.0311614 | val_loss: 0.0311771 | Time: 1583.83 ms [2022-03-24 21:10:11 main:574] : INFO : Epoch 1747 | loss: 0.0311665 | val_loss: 0.0311687 | Time: 1573.9 ms [2022-03-24 21:10:12 main:574] : INFO : Epoch 1748 | loss: 0.0311674 | val_loss: 0.0311904 | Time: 1152.69 ms [2022-03-24 21:10:14 main:574] : INFO : Epoch 1749 | loss: 0.0311768 | val_loss: 0.0311775 | Time: 1385.08 ms [2022-03-24 21:10:15 main:574] : INFO : Epoch 1750 | loss: 0.0311659 | val_loss: 0.0311704 | Time: 1579.65 ms [2022-03-24 21:10:17 main:574] : INFO : Epoch 1751 | loss: 0.0311655 | val_loss: 0.0311695 | Time: 1564.26 ms [2022-03-24 21:10:18 main:574] : INFO : Epoch 1752 | loss: 0.0311622 | val_loss: 0.0311843 | Time: 1602.65 ms [2022-03-24 21:10:20 main:574] : INFO : Epoch 1753 | loss: 0.0311711 | val_loss: 0.0311861 | Time: 1620.23 ms [2022-03-24 21:10:22 main:574] : INFO : Epoch 1754 | loss: 0.0311664 | val_loss: 0.031173 | Time: 1595.85 ms [2022-03-24 21:10:23 main:574] : INFO : Epoch 1755 | loss: 0.031164 | val_loss: 0.0311702 | Time: 981.582 ms [2022-03-24 21:10:24 main:574] : INFO : Epoch 1756 | loss: 0.0311661 | val_loss: 0.0311735 | Time: 1604.15 ms [2022-03-24 21:10:26 main:574] : INFO : Epoch 1757 | loss: 0.0311648 | val_loss: 0.0311696 | Time: 1583.97 ms [2022-03-24 21:10:27 main:574] : INFO : Epoch 1758 | loss: 0.031163 | val_loss: 0.03117 | Time: 1589.63 ms [2022-03-24 21:10:29 main:574] : INFO : Epoch 1759 | loss: 0.0311605 | val_loss: 0.0311691 | Time: 1594.02 ms [2022-03-24 21:10:31 main:574] : INFO : Epoch 1760 | loss: 0.0311602 | val_loss: 0.0311706 | Time: 1605.83 ms [2022-03-24 21:10:32 main:574] : INFO : Epoch 1761 | loss: 0.031165 | val_loss: 0.0311729 | Time: 1381.45 ms [2022-03-24 21:10:33 main:574] : INFO : Epoch 1762 | loss: 0.0311621 | val_loss: 0.031168 | Time: 1180.67 ms [2022-03-24 21:10:35 main:574] : INFO : Epoch 1763 | loss: 0.0311634 | val_loss: 0.031168 | Time: 1620.94 ms [2022-03-24 21:10:36 main:574] : INFO : Epoch 1764 | loss: 0.0311625 | val_loss: 0.0311669 | Time: 1597.22 ms [2022-03-24 21:10:38 main:574] : INFO : Epoch 1765 | loss: 0.0311634 | val_loss: 0.0311685 | Time: 1607.55 ms [2022-03-24 21:10:40 main:574] : INFO : Epoch 1766 | loss: 0.0311598 | val_loss: 0.0311673 | Time: 1623.33 ms [2022-03-24 21:10:41 main:574] : INFO : Epoch 1767 | loss: 0.0311623 | val_loss: 0.0311686 | Time: 1626 ms [2022-03-24 21:10:42 main:574] : INFO : Epoch 1768 | loss: 0.0311616 | val_loss: 0.0311755 | Time: 1128.02 ms [2022-03-24 21:10:44 main:574] : INFO : Epoch 1769 | loss: 0.0311607 | val_loss: 0.031169 | Time: 1440.05 ms [2022-03-24 21:10:45 main:574] : INFO : Epoch 1770 | loss: 0.0311625 | val_loss: 0.0311834 | Time: 1575.96 ms [2022-03-24 21:10:47 main:574] : INFO : Epoch 1771 | loss: 0.0311643 | val_loss: 0.0311752 | Time: 1603.46 ms [2022-03-24 21:10:49 main:574] : INFO : Epoch 1772 | loss: 0.0311604 | val_loss: 0.031171 | Time: 1618.03 ms [2022-03-24 21:10:50 main:574] : INFO : Epoch 1773 | loss: 0.031162 | val_loss: 0.0311882 | Time: 1620.87 ms [2022-03-24 21:10:52 main:574] : INFO : Epoch 1774 | loss: 0.031162 | val_loss: 0.0311764 | Time: 1530.8 ms [2022-03-24 21:10:53 main:574] : INFO : Epoch 1775 | loss: 0.0311577 | val_loss: 0.0311718 | Time: 1057.07 ms [2022-03-24 21:10:54 main:574] : INFO : Epoch 1776 | loss: 0.031157 | val_loss: 0.0311711 | Time: 1630.78 ms [2022-03-24 21:10:56 main:574] : INFO : Epoch 1777 | loss: 0.0311576 | val_loss: 0.031175 | Time: 1590.41 ms [2022-03-24 21:10:58 main:574] : INFO : Epoch 1778 | loss: 0.031156 | val_loss: 0.0311695 | Time: 1602.32 ms [2022-03-24 21:10:59 main:574] : INFO : Epoch 1779 | loss: 0.0311566 | val_loss: 0.0311732 | Time: 1597.59 ms [2022-03-24 21:11:01 main:574] : INFO : Epoch 1780 | loss: 0.031155 | val_loss: 0.0311711 | Time: 1594.33 ms [2022-03-24 21:11:02 main:574] : INFO : Epoch 1781 | loss: 0.0311551 | val_loss: 0.0311711 | Time: 1311.38 ms [2022-03-24 21:11:04 main:574] : INFO : Epoch 1782 | loss: 0.0311583 | val_loss: 0.0311714 | Time: 1615.15 ms [2022-03-24 21:11:05 main:574] : INFO : Epoch 1783 | loss: 0.0311572 | val_loss: 0.031174 | Time: 1600.92 ms [2022-03-24 21:11:07 main:574] : INFO : Epoch 1784 | loss: 0.0311589 | val_loss: 0.031172 | Time: 1587.14 ms [2022-03-24 21:11:09 main:574] : INFO : Epoch 1785 | loss: 0.0311625 | val_loss: 0.0311718 | Time: 1608 ms [2022-03-24 21:11:10 main:574] : INFO : Epoch 1786 | loss: 0.0311603 | val_loss: 0.0311697 | Time: 1616.71 ms [2022-03-24 21:11:12 main:574] : INFO : Epoch 1787 | loss: 0.0311572 | val_loss: 0.0311692 | Time: 1556.82 ms [2022-03-24 21:11:13 main:574] : INFO : Epoch 1788 | loss: 0.0311575 | val_loss: 0.031168 | Time: 1023.85 ms [2022-03-24 21:11:14 main:574] : INFO : Epoch 1789 | loss: 0.0311601 | val_loss: 0.0311744 | Time: 1629.75 ms [2022-03-24 21:11:16 main:574] : INFO : Epoch 1790 | loss: 0.031157 | val_loss: 0.0311677 | Time: 1610.9 ms [2022-03-24 21:11:18 main:574] : INFO : Epoch 1791 | loss: 0.0311578 | val_loss: 0.0311732 | Time: 1603.14 ms [2022-03-24 21:11:19 main:574] : INFO : Epoch 1792 | loss: 0.0311747 | val_loss: 0.0311773 | Time: 1613.08 ms [2022-03-24 21:11:21 main:574] : INFO : Epoch 1793 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 1613.76 ms [2022-03-24 21:11:22 main:574] : INFO : Epoch 1794 | loss: 0.0311681 | val_loss: 0.0311685 | Time: 1261.34 ms [2022-03-24 21:11:23 main:574] : INFO : Epoch 1795 | loss: 0.0311672 | val_loss: 0.0311675 | Time: 1270.57 ms [2022-03-24 21:11:25 main:574] : INFO : Epoch 1796 | loss: 0.031164 | val_loss: 0.0311702 | Time: 1600.2 ms [2022-03-24 21:11:27 main:574] : INFO : Epoch 1797 | loss: 0.0311641 | val_loss: 0.0311736 | Time: 1623.81 ms [2022-03-24 21:11:28 main:574] : INFO : Epoch 1798 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 1630.38 ms [2022-03-24 21:11:30 main:574] : INFO : Epoch 1799 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 1611.07 ms [2022-03-24 21:11:32 main:574] : INFO : Epoch 1800 | loss: 0.0311663 | val_loss: 0.0311725 | Time: 1617.49 ms [2022-03-24 21:11:33 main:574] : INFO : Epoch 1801 | loss: 0.0311643 | val_loss: 0.0311843 | Time: 1065.67 ms [2022-03-24 21:11:34 main:574] : INFO : Epoch 1802 | loss: 0.0311656 | val_loss: 0.0311711 | Time: 1504.57 ms [2022-03-24 21:11:36 main:574] : INFO : Epoch 1803 | loss: 0.0311645 | val_loss: 0.03118 | Time: 1604.95 ms [2022-03-24 21:11:37 main:574] : INFO : Epoch 1804 | loss: 0.0311628 | val_loss: 0.0311681 | Time: 1584.32 ms [2022-03-24 21:11:39 main:574] : INFO : Epoch 1805 | loss: 0.0311589 | val_loss: 0.0311672 | Time: 1626.72 ms [2022-03-24 21:11:41 main:574] : INFO : Epoch 1806 | loss: 0.0311656 | val_loss: 0.0311678 | Time: 1621.32 ms [2022-03-24 21:11:42 main:574] : INFO : Epoch 1807 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 1444.88 ms [2022-03-24 21:11:43 main:574] : INFO : Epoch 1808 | loss: 0.0311616 | val_loss: 0.0311663 | Time: 1113.59 ms [2022-03-24 21:11:45 main:574] : INFO : Epoch 1809 | loss: 0.031161 | val_loss: 0.0311657 | Time: 1594.43 ms [2022-03-24 21:11:46 main:574] : INFO : Epoch 1810 | loss: 0.03116 | val_loss: 0.0311669 | Time: 1615.55 ms [2022-03-24 21:11:48 main:574] : INFO : Epoch 1811 | loss: 0.0311606 | val_loss: 0.0311749 | Time: 1593.34 ms [2022-03-24 21:11:50 main:574] : INFO : Epoch 1812 | loss: 0.031161 | val_loss: 0.0311696 | Time: 1633.73 ms [2022-03-24 21:11:51 main:574] : INFO : Epoch 1813 | loss: 0.0311588 | val_loss: 0.031166 | Time: 1616.6 ms [2022-03-24 21:11:52 main:574] : INFO : Epoch 1814 | loss: 0.0311585 | val_loss: 0.0311658 | Time: 1198.87 ms [2022-03-24 21:11:54 main:574] : INFO : Epoch 1815 | loss: 0.03116 | val_loss: 0.0311694 | Time: 1330.35 ms [2022-03-24 21:11:55 main:574] : INFO : Epoch 1816 | loss: 0.0311565 | val_loss: 0.0311664 | Time: 1605.84 ms [2022-03-24 21:11:57 main:574] : INFO : Epoch 1817 | loss: 0.0311581 | val_loss: 0.0311668 | Time: 1587.61 ms [2022-03-24 21:11:59 main:574] : INFO : Epoch 1818 | loss: 0.0311573 | val_loss: 0.0311667 | Time: 1612.33 ms [2022-03-24 21:12:00 main:574] : INFO : Epoch 1819 | loss: 0.0311555 | val_loss: 0.0311687 | Time: 1616.8 ms [2022-03-24 21:12:02 main:574] : INFO : Epoch 1820 | loss: 0.0311584 | val_loss: 0.0311716 | Time: 1607.4 ms [2022-03-24 21:12:03 main:574] : INFO : Epoch 1821 | loss: 0.0311582 | val_loss: 0.0311669 | Time: 1115.71 ms [2022-03-24 21:12:04 main:574] : INFO : Epoch 1822 | loss: 0.0311583 | val_loss: 0.0311759 | Time: 1628.87 ms [2022-03-24 21:12:06 main:574] : INFO : Epoch 1823 | loss: 0.0311563 | val_loss: 0.0311731 | Time: 1598.1 ms [2022-03-24 21:12:08 main:574] : INFO : Epoch 1824 | loss: 0.0311636 | val_loss: 0.0311659 | Time: 1597.37 ms [2022-03-24 21:12:09 main:574] : INFO : Epoch 1825 | loss: 0.0311607 | val_loss: 0.0311666 | Time: 1614.02 ms [2022-03-24 21:12:11 main:574] : INFO : Epoch 1826 | loss: 0.0311586 | val_loss: 0.0311733 | Time: 1626.76 ms [2022-03-24 21:12:12 main:574] : INFO : Epoch 1827 | loss: 0.0311617 | val_loss: 0.0311665 | Time: 1324.72 ms [2022-03-24 21:12:14 main:574] : INFO : Epoch 1828 | loss: 0.0311619 | val_loss: 0.0311865 | Time: 1241.62 ms [2022-03-24 21:12:15 main:574] : INFO : Epoch 1829 | loss: 0.0311598 | val_loss: 0.0311626 | Time: 1643.67 ms [2022-03-24 21:12:17 main:574] : INFO : Epoch 1830 | loss: 0.0311554 | val_loss: 0.0311651 | Time: 1599.54 ms [2022-03-24 21:12:18 main:574] : INFO : Epoch 1831 | loss: 0.031155 | val_loss: 0.031163 | Time: 1628.75 ms [2022-03-24 21:12:20 main:574] : INFO : Epoch 1832 | loss: 0.0311564 | val_loss: 0.0311656 | Time: 1620.3 ms [2022-03-24 21:12:22 main:574] : INFO : Epoch 1833 | loss: 0.0311542 | val_loss: 0.0311665 | Time: 1624.65 ms [2022-03-24 21:12:23 main:574] : INFO : Epoch 1834 | loss: 0.0311533 | val_loss: 0.0311649 | Time: 1026.73 ms [2022-03-24 21:12:24 main:574] : INFO : Epoch 1835 | loss: 0.0311566 | val_loss: 0.0311661 | Time: 1493.37 ms [2022-03-24 21:12:26 main:574] : INFO : Epoch 1836 | loss: 0.0311591 | val_loss: 0.0311674 | Time: 1535.44 ms [2022-03-24 21:12:27 main:574] : INFO : Epoch 1837 | loss: 0.0311593 | val_loss: 0.0311656 | Time: 1591.29 ms [2022-03-24 21:12:29 main:574] : INFO : Epoch 1838 | loss: 0.0311529 | val_loss: 0.031168 | Time: 1606.86 ms [2022-03-24 21:12:31 main:574] : INFO : Epoch 1839 | loss: 0.0311598 | val_loss: 0.0311685 | Time: 1603.59 ms [2022-03-24 21:12:32 main:574] : INFO : Epoch 1840 | loss: 0.0311554 | val_loss: 0.0311644 | Time: 1473.36 ms [2022-03-24 21:12:33 main:574] : INFO : Epoch 1841 | loss: 0.0311535 | val_loss: 0.031166 | Time: 1064.28 ms [2022-03-24 21:12:35 main:574] : INFO : Epoch 1842 | loss: 0.0311539 | val_loss: 0.0311637 | Time: 1610.91 ms [2022-03-24 21:12:36 main:574] : INFO : Epoch 1843 | loss: 0.0311532 | val_loss: 0.0311766 | Time: 1591.83 ms [2022-03-24 21:12:38 main:574] : INFO : Epoch 1844 | loss: 0.0311566 | val_loss: 0.0311751 | Time: 1588.17 ms [2022-03-24 21:12:39 main:574] : INFO : Epoch 1845 | loss: 0.0311525 | val_loss: 0.0311649 | Time: 1615.3 ms [2022-03-24 21:12:41 main:574] : INFO : Epoch 1846 | loss: 0.0311562 | val_loss: 0.0311769 | Time: 1600.85 ms [2022-03-24 21:12:42 main:574] : INFO : Epoch 1847 | loss: 0.0311575 | val_loss: 0.0311632 | Time: 1256.84 ms [2022-03-24 21:12:44 main:574] : INFO : Epoch 1848 | loss: 0.0311572 | val_loss: 0.0311644 | Time: 1232.35 ms [2022-03-24 21:12:45 main:574] : INFO : Epoch 1849 | loss: 0.0311553 | val_loss: 0.0311663 | Time: 1594.41 ms [2022-03-24 21:12:47 main:574] : INFO : Epoch 1850 | loss: 0.0311551 | val_loss: 0.0311614 | Time: 1573.21 ms [2022-03-24 21:12:48 main:574] : INFO : Epoch 1851 | loss: 0.031158 | val_loss: 0.0311711 | Time: 1605.21 ms [2022-03-24 21:12:50 main:574] : INFO : Epoch 1852 | loss: 0.0311526 | val_loss: 0.0311637 | Time: 1580.59 ms [2022-03-24 21:12:52 main:574] : INFO : Epoch 1853 | loss: 0.0311571 | val_loss: 0.031164 | Time: 1562.33 ms [2022-03-24 21:12:53 main:574] : INFO : Epoch 1854 | loss: 0.0311521 | val_loss: 0.0311675 | Time: 1132.8 ms [2022-03-24 21:12:54 main:574] : INFO : Epoch 1855 | loss: 0.0311517 | val_loss: 0.0311665 | Time: 1420.39 ms [2022-03-24 21:12:56 main:574] : INFO : Epoch 1856 | loss: 0.0311501 | val_loss: 0.0311654 | Time: 1617.07 ms [2022-03-24 21:12:57 main:574] : INFO : Epoch 1857 | loss: 0.0311499 | val_loss: 0.0311682 | Time: 1617.3 ms [2022-03-24 21:12:59 main:574] : INFO : Epoch 1858 | loss: 0.0311522 | val_loss: 0.0311706 | Time: 1599.94 ms [2022-03-24 21:13:01 main:574] : INFO : Epoch 1859 | loss: 0.0311533 | val_loss: 0.0311635 | Time: 1597.88 ms [2022-03-24 21:13:02 main:574] : INFO : Epoch 1860 | loss: 0.0311516 | val_loss: 0.0311662 | Time: 1497.79 ms [2022-03-24 21:13:03 main:574] : INFO : Epoch 1861 | loss: 0.0311536 | val_loss: 0.0311612 | Time: 1065.07 ms [2022-03-24 21:13:05 main:574] : INFO : Epoch 1862 | loss: 0.0311531 | val_loss: 0.0311625 | Time: 1581.35 ms [2022-03-24 21:13:06 main:574] : INFO : Epoch 1863 | loss: 0.0311523 | val_loss: 0.0311625 | Time: 1617.97 ms [2022-03-24 21:13:08 main:574] : INFO : Epoch 1864 | loss: 0.0311507 | val_loss: 0.031165 | Time: 1591.53 ms [2022-03-24 21:13:09 main:574] : INFO : Epoch 1865 | loss: 0.031152 | val_loss: 0.0311651 | Time: 1611.37 ms [2022-03-24 21:13:11 main:574] : INFO : Epoch 1866 | loss: 0.031151 | val_loss: 0.0311713 | Time: 1548.85 ms [2022-03-24 21:13:12 main:574] : INFO : Epoch 1867 | loss: 0.031154 | val_loss: 0.0311624 | Time: 1329.77 ms [2022-03-24 21:13:14 main:574] : INFO : Epoch 1868 | loss: 0.0311494 | val_loss: 0.0311645 | Time: 1262.16 ms [2022-03-24 21:13:15 main:574] : INFO : Epoch 1869 | loss: 0.0311501 | val_loss: 0.0311698 | Time: 1602.45 ms [2022-03-24 21:13:17 main:574] : INFO : Epoch 1870 | loss: 0.0311503 | val_loss: 0.0311652 | Time: 1548.14 ms [2022-03-24 21:13:18 main:574] : INFO : Epoch 1871 | loss: 0.0311522 | val_loss: 0.0311644 | Time: 1629.09 ms [2022-03-24 21:13:20 main:574] : INFO : Epoch 1872 | loss: 0.0311518 | val_loss: 0.0311658 | Time: 1572.14 ms [2022-03-24 21:13:22 main:574] : INFO : Epoch 1873 | loss: 0.0311552 | val_loss: 0.0311626 | Time: 1592.38 ms [2022-03-24 21:13:23 main:574] : INFO : Epoch 1874 | loss: 0.0311514 | val_loss: 0.0311621 | Time: 1113.2 ms [2022-03-24 21:13:24 main:574] : INFO : Epoch 1875 | loss: 0.031148 | val_loss: 0.0311645 | Time: 1421.08 ms [2022-03-24 21:13:26 main:574] : INFO : Epoch 1876 | loss: 0.0311543 | val_loss: 0.0311695 | Time: 1584.8 ms [2022-03-24 21:13:27 main:574] : INFO : Epoch 1877 | loss: 0.0311498 | val_loss: 0.0311628 | Time: 1609.74 ms [2022-03-24 21:13:29 main:574] : INFO : Epoch 1878 | loss: 0.0311509 | val_loss: 0.0311634 | Time: 1598.65 ms [2022-03-24 21:13:31 main:574] : INFO : Epoch 1879 | loss: 0.0311473 | val_loss: 0.0311634 | Time: 1580.93 ms [2022-03-24 21:13:32 main:574] : INFO : Epoch 1880 | loss: 0.0311489 | val_loss: 0.0311642 | Time: 1534.27 ms [2022-03-24 21:13:33 main:574] : INFO : Epoch 1881 | loss: 0.0311524 | val_loss: 0.0311647 | Time: 1037.96 ms [2022-03-24 21:13:35 main:574] : INFO : Epoch 1882 | loss: 0.0311505 | val_loss: 0.0311646 | Time: 1611.01 ms [2022-03-24 21:13:36 main:574] : INFO : Epoch 1883 | loss: 0.0311502 | val_loss: 0.0311705 | Time: 1603.63 ms [2022-03-24 21:13:38 main:574] : INFO : Epoch 1884 | loss: 0.0311501 | val_loss: 0.0311645 | Time: 1613.69 ms [2022-03-24 21:13:39 main:574] : INFO : Epoch 1885 | loss: 0.0311517 | val_loss: 0.0311648 | Time: 1567.54 ms [2022-03-24 21:13:41 main:574] : INFO : Epoch 1886 | loss: 0.0311521 | val_loss: 0.0311675 | Time: 1587.94 ms [2022-03-24 21:13:42 main:574] : INFO : Epoch 1887 | loss: 0.031156 | val_loss: 0.0311663 | Time: 1325.38 ms [2022-03-24 21:13:44 main:574] : INFO : Epoch 1888 | loss: 0.031161 | val_loss: 0.0311683 | Time: 1200.32 ms [2022-03-24 21:13:45 main:574] : INFO : Epoch 1889 | loss: 0.0311582 | val_loss: 0.0311825 | Time: 1588.73 ms [2022-03-24 21:13:47 main:574] : INFO : Epoch 1890 | loss: 0.031154 | val_loss: 0.0311632 | Time: 1604.63 ms [2022-03-24 21:13:48 main:574] : INFO : Epoch 1891 | loss: 0.0311515 | val_loss: 0.0311696 | Time: 1579.14 ms [2022-03-24 21:13:50 main:574] : INFO : Epoch 1892 | loss: 0.0311506 | val_loss: 0.0311664 | Time: 1617.25 ms [2022-03-24 21:13:52 main:574] : INFO : Epoch 1893 | loss: 0.0311494 | val_loss: 0.0311762 | Time: 1604.22 ms [2022-03-24 21:13:53 main:574] : INFO : Epoch 1894 | loss: 0.0311534 | val_loss: 0.031165 | Time: 1114.09 ms [2022-03-24 21:13:54 main:574] : INFO : Epoch 1895 | loss: 0.0311505 | val_loss: 0.0311665 | Time: 1463.46 ms [2022-03-24 21:13:56 main:574] : INFO : Epoch 1896 | loss: 0.0311479 | val_loss: 0.0311664 | Time: 1605.88 ms [2022-03-24 21:13:57 main:574] : INFO : Epoch 1897 | loss: 0.0311468 | val_loss: 0.0311655 | Time: 1553.85 ms [2022-03-24 21:13:59 main:574] : INFO : Epoch 1898 | loss: 0.0311458 | val_loss: 0.0311664 | Time: 1587.75 ms [2022-03-24 21:14:01 main:574] : INFO : Epoch 1899 | loss: 0.0311457 | val_loss: 0.0311659 | Time: 1621.52 ms [2022-03-24 21:14:02 main:574] : INFO : Epoch 1900 | loss: 0.0311466 | val_loss: 0.0311683 | Time: 1561.74 ms [2022-03-24 21:14:03 main:574] : INFO : Epoch 1901 | loss: 0.0311484 | val_loss: 0.0311797 | Time: 1056.2 ms [2022-03-24 21:14:05 main:574] : INFO : Epoch 1902 | loss: 0.031156 | val_loss: 0.0311783 | Time: 1583.75 ms [2022-03-24 21:14:06 main:574] : INFO : Epoch 1903 | loss: 0.0311517 | val_loss: 0.0311712 | Time: 1596.51 ms [2022-03-24 21:14:08 main:574] : INFO : Epoch 1904 | loss: 0.0311491 | val_loss: 0.0311664 | Time: 1589.24 ms [2022-03-24 21:14:10 main:574] : INFO : Epoch 1905 | loss: 0.0311549 | val_loss: 0.031163 | Time: 1613.45 ms [2022-03-24 21:14:11 main:574] : INFO : Epoch 1906 | loss: 0.0311552 | val_loss: 0.0311685 | Time: 1567.73 ms [2022-03-24 21:14:12 main:574] : INFO : Epoch 1907 | loss: 0.0311484 | val_loss: 0.0311667 | Time: 1307.53 ms [2022-03-24 21:14:14 main:574] : INFO : Epoch 1908 | loss: 0.0311467 | val_loss: 0.0311815 | Time: 1254.18 ms [2022-03-24 21:14:15 main:574] : INFO : Epoch 1909 | loss: 0.03115 | val_loss: 0.0311641 | Time: 1623.64 ms [2022-03-24 21:14:17 main:574] : INFO : Epoch 1910 | loss: 0.0311446 | val_loss: 0.0311668 | Time: 1578.93 ms [2022-03-24 21:14:19 main:574] : INFO : Epoch 1911 | loss: 0.0311473 | val_loss: 0.0311708 | Time: 1605.89 ms [2022-03-24 21:14:20 main:574] : INFO : Epoch 1912 | loss: 0.0311474 | val_loss: 0.0311635 | Time: 1629.46 ms [2022-03-24 21:14:22 main:574] : INFO : Epoch 1913 | loss: 0.0311456 | val_loss: 0.0311686 | Time: 1586.83 ms [2022-03-24 21:14:23 main:574] : INFO : Epoch 1914 | loss: 0.031149 | val_loss: 0.0311729 | Time: 1095.24 ms [2022-03-24 21:14:24 main:574] : INFO : Epoch 1915 | loss: 0.0311497 | val_loss: 0.0311652 | Time: 1486.69 ms [2022-03-24 21:14:26 main:574] : INFO : Epoch 1916 | loss: 0.0311466 | val_loss: 0.0311638 | Time: 1566.83 ms [2022-03-24 21:14:28 main:574] : INFO : Epoch 1917 | loss: 0.0311502 | val_loss: 0.031171 | Time: 1622.59 ms [2022-03-24 21:14:29 main:574] : INFO : Epoch 1918 | loss: 0.0311483 | val_loss: 0.0311663 | Time: 1618.99 ms [2022-03-24 21:14:31 main:574] : INFO : Epoch 1919 | loss: 0.0311498 | val_loss: 0.031163 | Time: 1537.91 ms [2022-03-24 21:14:32 main:574] : INFO : Epoch 1920 | loss: 0.0311482 | val_loss: 0.0311678 | Time: 1521.68 ms [2022-03-24 21:14:33 main:574] : INFO : Epoch 1921 | loss: 0.0311495 | val_loss: 0.0311658 | Time: 1048.29 ms [2022-03-24 21:14:35 main:574] : INFO : Epoch 1922 | loss: 0.0311502 | val_loss: 0.0311661 | Time: 1578.52 ms [2022-03-24 21:14:36 main:574] : INFO : Epoch 1923 | loss: 0.0311483 | val_loss: 0.0311678 | Time: 1617.68 ms [2022-03-24 21:14:38 main:574] : INFO : Epoch 1924 | loss: 0.0311476 | val_loss: 0.031165 | Time: 1619.4 ms [2022-03-24 21:14:40 main:574] : INFO : Epoch 1925 | loss: 0.0311476 | val_loss: 0.0311713 | Time: 1590 ms [2022-03-24 21:14:41 main:574] : INFO : Epoch 1926 | loss: 0.0311533 | val_loss: 0.0311671 | Time: 1591.72 ms [2022-03-24 21:14:43 main:574] : INFO : Epoch 1927 | loss: 0.0311511 | val_loss: 0.0311635 | Time: 1293.43 ms [2022-03-24 21:14:44 main:574] : INFO : Epoch 1928 | loss: 0.0311474 | val_loss: 0.0311628 | Time: 1285.66 ms [2022-03-24 21:14:45 main:574] : INFO : Epoch 1929 | loss: 0.0311463 | val_loss: 0.0311638 | Time: 1604.82 ms [2022-03-24 21:14:47 main:574] : INFO : Epoch 1930 | loss: 0.0311463 | val_loss: 0.0311719 | Time: 1567.57 ms [2022-03-24 21:14:49 main:574] : INFO : Epoch 1931 | loss: 0.0311492 | val_loss: 0.0311754 | Time: 1614.52 ms [2022-03-24 21:14:50 main:574] : INFO : Epoch 1932 | loss: 0.0311501 | val_loss: 0.0311686 | Time: 1569.13 ms [2022-03-24 21:14:52 main:574] : INFO : Epoch 1933 | loss: 0.0311524 | val_loss: 0.0311879 | Time: 1593.06 ms [2022-03-24 21:14:53 main:574] : INFO : Epoch 1934 | loss: 0.031153 | val_loss: 0.0311663 | Time: 1078.18 ms [2022-03-24 21:14:54 main:574] : INFO : Epoch 1935 | loss: 0.0311461 | val_loss: 0.0311694 | Time: 1499.83 ms [2022-03-24 21:14:56 main:574] : INFO : Epoch 1936 | loss: 0.031148 | val_loss: 0.0311631 | Time: 1569.95 ms [2022-03-24 21:14:58 main:574] : INFO : Epoch 1937 | loss: 0.0311508 | val_loss: 0.0311675 | Time: 1604.54 ms [2022-03-24 21:14:59 main:574] : INFO : Epoch 1938 | loss: 0.0311458 | val_loss: 0.0311649 | Time: 1584.87 ms [2022-03-24 21:15:01 main:574] : INFO : Epoch 1939 | loss: 0.0311468 | val_loss: 0.0311736 | Time: 1570.56 ms [2022-03-24 21:15:02 main:574] : INFO : Epoch 1940 | loss: 0.031146 | val_loss: 0.0311658 | Time: 1517.33 ms [2022-03-24 21:15:03 main:574] : INFO : Epoch 1941 | loss: 0.0311428 | val_loss: 0.0311669 | Time: 1052.85 ms [2022-03-24 21:15:05 main:574] : INFO : Epoch 1942 | loss: 0.0311418 | val_loss: 0.0311703 | Time: 1590.65 ms [2022-03-24 21:15:07 main:574] : INFO : Epoch 1943 | loss: 0.0311428 | val_loss: 0.0311669 | Time: 1614.22 ms [2022-03-24 21:15:08 main:574] : INFO : Epoch 1944 | loss: 0.0311479 | val_loss: 0.031167 | Time: 1564.52 ms [2022-03-24 21:15:10 main:574] : INFO : Epoch 1945 | loss: 0.031149 | val_loss: 0.0311698 | Time: 1572.27 ms [2022-03-24 21:15:11 main:574] : INFO : Epoch 1946 | loss: 0.0311466 | val_loss: 0.0311662 | Time: 1604.72 ms [2022-03-24 21:15:13 main:574] : INFO : Epoch 1947 | loss: 0.031146 | val_loss: 0.0311664 | Time: 1297.3 ms [2022-03-24 21:15:14 main:574] : INFO : Epoch 1948 | loss: 0.0311431 | val_loss: 0.0311692 | Time: 1182.24 ms [2022-03-24 21:15:15 main:574] : INFO : Epoch 1949 | loss: 0.0311454 | val_loss: 0.0311691 | Time: 1603.06 ms [2022-03-24 21:15:17 main:574] : INFO : Epoch 1950 | loss: 0.0311549 | val_loss: 0.0311719 | Time: 1604.24 ms [2022-03-24 21:15:19 main:574] : INFO : Epoch 1951 | loss: 0.0311586 | val_loss: 0.0311702 | Time: 1581 ms [2022-03-24 21:15:20 main:574] : INFO : Epoch 1952 | loss: 0.0311526 | val_loss: 0.0311688 | Time: 1597.63 ms [2022-03-24 21:15:22 main:574] : INFO : Epoch 1953 | loss: 0.0311478 | val_loss: 0.0311726 | Time: 1596.26 ms [2022-03-24 21:15:23 main:574] : INFO : Epoch 1954 | loss: 0.0311427 | val_loss: 0.0311678 | Time: 1140.49 ms [2022-03-24 21:15:24 main:574] : INFO : Epoch 1955 | loss: 0.0311438 | val_loss: 0.0311832 | Time: 1417.38 ms [2022-03-24 21:15:26 main:574] : INFO : Epoch 1956 | loss: 0.0311478 | val_loss: 0.031167 | Time: 1602.02 ms [2022-03-24 21:15:28 main:574] : INFO : Epoch 1957 | loss: 0.0311432 | val_loss: 0.0311845 | Time: 1571.01 ms [2022-03-24 21:15:29 main:574] : INFO : Epoch 1958 | loss: 0.0311507 | val_loss: 0.0311668 | Time: 1609.49 ms [2022-03-24 21:15:31 main:574] : INFO : Epoch 1959 | loss: 0.0311458 | val_loss: 0.0311721 | Time: 1595.13 ms [2022-03-24 21:15:32 main:574] : INFO : Epoch 1960 | loss: 0.0311461 | val_loss: 0.0311679 | Time: 1552.71 ms [2022-03-24 21:15:33 main:574] : INFO : Epoch 1961 | loss: 0.0311439 | val_loss: 0.0311686 | Time: 1040.93 ms [2022-03-24 21:15:35 main:574] : INFO : Epoch 1962 | loss: 0.031143 | val_loss: 0.0311669 | Time: 1611.15 ms [2022-03-24 21:15:37 main:574] : INFO : Epoch 1963 | loss: 0.0311453 | val_loss: 0.0312056 | Time: 1623.79 ms [2022-03-24 21:15:38 main:574] : INFO : Epoch 1964 | loss: 0.031158 | val_loss: 0.0311918 | Time: 1574.5 ms [2022-03-24 21:15:40 main:574] : INFO : Epoch 1965 | loss: 0.0311537 | val_loss: 0.0311733 | Time: 1602.63 ms [2022-03-24 21:15:41 main:574] : INFO : Epoch 1966 | loss: 0.0311493 | val_loss: 0.0311826 | Time: 1611.45 ms [2022-03-24 21:15:43 main:574] : INFO : Epoch 1967 | loss: 0.0311452 | val_loss: 0.0311688 | Time: 1304.16 ms [2022-03-24 21:15:44 main:574] : INFO : Epoch 1968 | loss: 0.0311406 | val_loss: 0.0311724 | Time: 1255.66 ms [2022-03-24 21:15:46 main:574] : INFO : Epoch 1969 | loss: 0.031147 | val_loss: 0.0311746 | Time: 1624.91 ms [2022-03-24 21:15:47 main:574] : INFO : Epoch 1970 | loss: 0.0311639 | val_loss: 0.0311686 | Time: 1570.78 ms [2022-03-24 21:15:49 main:574] : INFO : Epoch 1971 | loss: 0.0311656 | val_loss: 0.031177 | Time: 1588.26 ms [2022-03-24 21:15:50 main:574] : INFO : Epoch 1972 | loss: 0.0311646 | val_loss: 0.0311747 | Time: 1598.11 ms [2022-03-24 21:15:52 main:574] : INFO : Epoch 1973 | loss: 0.0311654 | val_loss: 0.031167 | Time: 1606.38 ms [2022-03-24 21:15:53 main:574] : INFO : Epoch 1974 | loss: 0.031158 | val_loss: 0.0311701 | Time: 1078.99 ms [2022-03-24 21:15:54 main:574] : INFO : Epoch 1975 | loss: 0.0311552 | val_loss: 0.0311685 | Time: 1437.27 ms [2022-03-24 21:15:56 main:574] : INFO : Epoch 1976 | loss: 0.0311537 | val_loss: 0.0311656 | Time: 1601.22 ms [2022-03-24 21:15:58 main:574] : INFO : Epoch 1977 | loss: 0.031153 | val_loss: 0.0311702 | Time: 1572.57 ms [2022-03-24 21:15:59 main:574] : INFO : Epoch 1978 | loss: 0.0311545 | val_loss: 0.0311697 | Time: 1606.38 ms [2022-03-24 21:16:01 main:574] : INFO : Epoch 1979 | loss: 0.0311563 | val_loss: 0.0311656 | Time: 1561.72 ms [2022-03-24 21:16:02 main:574] : INFO : Epoch 1980 | loss: 0.0311633 | val_loss: 0.0311649 | Time: 1494.78 ms [2022-03-24 21:16:03 main:574] : INFO : Epoch 1981 | loss: 0.0311615 | val_loss: 0.0311634 | Time: 997.453 ms [2022-03-24 21:16:05 main:574] : INFO : Epoch 1982 | loss: 0.0311605 | val_loss: 0.0311693 | Time: 1607.04 ms [2022-03-24 21:16:07 main:574] : INFO : Epoch 1983 | loss: 0.0311608 | val_loss: 0.031168 | Time: 1602.92 ms [2022-03-24 21:16:08 main:574] : INFO : Epoch 1984 | loss: 0.0311591 | val_loss: 0.0311719 | Time: 1630.43 ms [2022-03-24 21:16:10 main:574] : INFO : Epoch 1985 | loss: 0.0311595 | val_loss: 0.0311823 | Time: 1593.33 ms [2022-03-24 21:16:11 main:574] : INFO : Epoch 1986 | loss: 0.0311593 | val_loss: 0.0311738 | Time: 1587.28 ms [2022-03-24 21:16:13 main:574] : INFO : Epoch 1987 | loss: 0.0311695 | val_loss: 0.0311722 | Time: 1338.29 ms [2022-03-24 21:16:14 main:574] : INFO : Epoch 1988 | loss: 0.0311724 | val_loss: 0.0311702 | Time: 1227.42 ms [2022-03-24 21:16:15 main:574] : INFO : Epoch 1989 | loss: 0.0311679 | val_loss: 0.0311702 | Time: 1581.34 ms [2022-03-24 21:16:17 main:574] : INFO : Epoch 1990 | loss: 0.031165 | val_loss: 0.0311699 | Time: 1577.67 ms [2022-03-24 21:16:19 main:574] : INFO : Epoch 1991 | loss: 0.0311661 | val_loss: 0.0311679 | Time: 1576.39 ms [2022-03-24 21:16:20 main:574] : INFO : Epoch 1992 | loss: 0.031164 | val_loss: 0.0311652 | Time: 1604.89 ms [2022-03-24 21:16:22 main:574] : INFO : Epoch 1993 | loss: 0.0311621 | val_loss: 0.031169 | Time: 1574.39 ms [2022-03-24 21:16:23 main:574] : INFO : Epoch 1994 | loss: 0.0311619 | val_loss: 0.0311654 | Time: 1164.4 ms [2022-03-24 21:16:24 main:574] : INFO : Epoch 1995 | loss: 0.0311612 | val_loss: 0.0311677 | Time: 1421.13 ms [2022-03-24 21:16:26 main:574] : INFO : Epoch 1996 | loss: 0.031159 | val_loss: 0.0311663 | Time: 1554.05 ms [2022-03-24 21:16:28 main:574] : INFO : Epoch 1997 | loss: 0.0311596 | val_loss: 0.0311693 | Time: 1614.35 ms [2022-03-24 21:16:29 main:574] : INFO : Epoch 1998 | loss: 0.0311635 | val_loss: 0.0311844 | Time: 1597.09 ms [2022-03-24 21:16:31 main:574] : INFO : Epoch 1999 | loss: 0.0311633 | val_loss: 0.0311705 | Time: 1573.81 ms [2022-03-24 21:16:32 main:574] : INFO : Epoch 2000 | loss: 0.0311576 | val_loss: 0.0311686 | Time: 1584.37 ms [2022-03-24 21:16:33 main:574] : INFO : Epoch 2001 | loss: 0.0311572 | val_loss: 0.0311695 | Time: 1019.23 ms [2022-03-24 21:16:35 main:574] : INFO : Epoch 2002 | loss: 0.0311564 | val_loss: 0.0311685 | Time: 1578.78 ms [2022-03-24 21:16:37 main:574] : INFO : Epoch 2003 | loss: 0.0311583 | val_loss: 0.0311667 | Time: 1637.34 ms [2022-03-24 21:16:38 main:574] : INFO : Epoch 2004 | loss: 0.0311561 | val_loss: 0.0311641 | Time: 1633.37 ms [2022-03-24 21:16:40 main:574] : INFO : Epoch 2005 | loss: 0.0311529 | val_loss: 0.0311685 | Time: 1566.14 ms [2022-03-24 21:16:41 main:574] : INFO : Epoch 2006 | loss: 0.0311549 | val_loss: 0.0311663 | Time: 1595.97 ms [2022-03-24 21:16:43 main:574] : INFO : Epoch 2007 | loss: 0.0311556 | val_loss: 0.031165 | Time: 1345.59 ms [2022-03-24 21:16:44 main:574] : INFO : Epoch 2008 | loss: 0.031152 | val_loss: 0.0311664 | Time: 1232.87 ms [2022-03-24 21:16:46 main:574] : INFO : Epoch 2009 | loss: 0.0311523 | val_loss: 0.031167 | Time: 1590.62 ms [2022-03-24 21:16:47 main:574] : INFO : Epoch 2010 | loss: 0.0311525 | val_loss: 0.0311671 | Time: 1610.83 ms [2022-03-24 21:16:49 main:574] : INFO : Epoch 2011 | loss: 0.0311559 | val_loss: 0.0311704 | Time: 1587.98 ms [2022-03-24 21:16:50 main:574] : INFO : Epoch 2012 | loss: 0.0311591 | val_loss: 0.0311677 | Time: 1629.06 ms [2022-03-24 21:16:52 main:574] : INFO : Epoch 2013 | loss: 0.0311533 | val_loss: 0.0311687 | Time: 1618.35 ms [2022-03-24 21:16:53 main:574] : INFO : Epoch 2014 | loss: 0.0311509 | val_loss: 0.0311652 | Time: 1098.37 ms [2022-03-24 21:16:55 main:574] : INFO : Epoch 2015 | loss: 0.0311515 | val_loss: 0.0311691 | Time: 1462.33 ms [2022-03-24 21:16:56 main:574] : INFO : Epoch 2016 | loss: 0.0311493 | val_loss: 0.0311703 | Time: 1580.78 ms [2022-03-24 21:16:58 main:574] : INFO : Epoch 2017 | loss: 0.0311537 | val_loss: 0.0311685 | Time: 1590.99 ms [2022-03-24 21:16:59 main:574] : INFO : Epoch 2018 | loss: 0.0311506 | val_loss: 0.0311712 | Time: 1628.47 ms [2022-03-24 21:17:01 main:574] : INFO : Epoch 2019 | loss: 0.031151 | val_loss: 0.0311679 | Time: 1599.49 ms [2022-03-24 21:17:02 main:574] : INFO : Epoch 2020 | loss: 0.0311482 | val_loss: 0.0311678 | Time: 1482.16 ms [2022-03-24 21:17:04 main:574] : INFO : Epoch 2021 | loss: 0.0311485 | val_loss: 0.0311707 | Time: 1037.46 ms [2022-03-24 21:17:05 main:574] : INFO : Epoch 2022 | loss: 0.0311506 | val_loss: 0.0311685 | Time: 1596.44 ms [2022-03-24 21:17:07 main:574] : INFO : Epoch 2023 | loss: 0.0311513 | val_loss: 0.0311679 | Time: 1607.72 ms [2022-03-24 21:17:08 main:574] : INFO : Epoch 2024 | loss: 0.0311598 | val_loss: 0.0312202 | Time: 1622.71 ms [2022-03-24 21:17:10 main:574] : INFO : Epoch 2025 | loss: 0.0335828 | val_loss: 0.0340053 | Time: 1559.4 ms [2022-03-24 21:17:12 main:574] : INFO : Epoch 2026 | loss: 0.0333348 | val_loss: 0.031543 | Time: 1604.96 ms [2022-03-24 21:17:13 main:574] : INFO : Epoch 2027 | loss: 0.0314649 | val_loss: 0.0312942 | Time: 1291.59 ms [2022-03-24 21:17:14 main:574] : INFO : Epoch 2028 | loss: 0.0312471 | val_loss: 0.031216 | Time: 1253.66 ms [2022-03-24 21:17:16 main:574] : INFO : Epoch 2029 | loss: 0.0312018 | val_loss: 0.0311892 | Time: 1602.17 ms [2022-03-24 21:17:17 main:574] : INFO : Epoch 2030 | loss: 0.0311954 | val_loss: 0.0311861 | Time: 1588.52 ms [2022-03-24 21:17:19 main:574] : INFO : Epoch 2031 | loss: 0.0311884 | val_loss: 0.0311802 | Time: 1588.88 ms [2022-03-24 21:17:20 main:574] : INFO : Epoch 2032 | loss: 0.0311906 | val_loss: 0.0311823 | Time: 1605.92 ms [2022-03-24 21:17:22 main:574] : INFO : Epoch 2033 | loss: 0.0311843 | val_loss: 0.0311778 | Time: 1575.36 ms [2022-03-24 21:17:23 main:574] : INFO : Epoch 2034 | loss: 0.0311826 | val_loss: 0.0311765 | Time: 1086.37 ms [2022-03-24 21:17:25 main:574] : INFO : Epoch 2035 | loss: 0.0311839 | val_loss: 0.0311785 | Time: 1498.61 ms [2022-03-24 21:17:26 main:574] : INFO : Epoch 2036 | loss: 0.0311831 | val_loss: 0.0311757 | Time: 1584.04 ms [2022-03-24 21:17:28 main:574] : INFO : Epoch 2037 | loss: 0.0311797 | val_loss: 0.0311747 | Time: 1563.62 ms [2022-03-24 21:17:29 main:574] : INFO : Epoch 2038 | loss: 0.0311838 | val_loss: 0.0311776 | Time: 1566.76 ms [2022-03-24 21:17:31 main:574] : INFO : Epoch 2039 | loss: 0.0311805 | val_loss: 0.0311779 | Time: 1569.64 ms [2022-03-24 21:17:32 main:574] : INFO : Epoch 2040 | loss: 0.0311812 | val_loss: 0.0311812 | Time: 1531.56 ms [2022-03-24 21:17:33 main:574] : INFO : Epoch 2041 | loss: 0.0311821 | val_loss: 0.0311804 | Time: 1003.03 ms [2022-03-24 21:17:35 main:574] : INFO : Epoch 2042 | loss: 0.0311796 | val_loss: 0.0311737 | Time: 1591.34 ms [2022-03-24 21:17:37 main:574] : INFO : Epoch 2043 | loss: 0.0311783 | val_loss: 0.0311745 | Time: 1597.4 ms [2022-03-24 21:17:38 main:574] : INFO : Epoch 2044 | loss: 0.0311793 | val_loss: 0.0311865 | Time: 1591.7 ms [2022-03-24 21:17:40 main:574] : INFO : Epoch 2045 | loss: 0.0311778 | val_loss: 0.0311744 | Time: 1579.64 ms [2022-03-24 21:17:41 main:574] : INFO : Epoch 2046 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 1575.58 ms [2022-03-24 21:17:43 main:574] : INFO : Epoch 2047 | loss: 0.0311786 | val_loss: 0.0311742 | Time: 1347.86 ms [2022-03-24 21:17:44 main:574] : INFO : Epoch 2048 | loss: 0.0311767 | val_loss: 0.0311759 | Time: 1187.78 ms [2022-03-24 21:17:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311759 [2022-03-24 21:17:44 main:603] : INFO : Saving end state to config to file [2022-03-24 21:17:44 main:608] : INFO : Success, exiting.. 21:17:44 (20516): 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)