Task 11333590
| Name | ParityModified-1639946302-9332-2-0_2 |
| Workunit | 8138986 |
| Created | 3 Feb 2022, 19:40:50 UTC |
| Sent | 3 Feb 2022, 22:16:20 UTC |
| Report deadline | 11 Feb 2022, 22:16:20 UTC |
| Received | 3 Feb 2022, 23:19:15 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7672 |
| Run time | 51 min 13 sec |
| CPU time | 50 min 34 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,857.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031162 | val_loss: 0.0311666 | Time: 1488.15 ms
[2022-02-03 23:57:40 main:574] : INFO : Epoch 1543 | loss: 0.0311605 | val_loss: 0.0311683 | Time: 1531.19 ms
[2022-02-03 23:57:41 main:574] : INFO : Epoch 1544 | loss: 0.0311584 | val_loss: 0.0311703 | Time: 1538.6 ms
[2022-02-03 23:57:43 main:574] : INFO : Epoch 1545 | loss: 0.0311601 | val_loss: 0.0311679 | Time: 1472.29 ms
[2022-02-03 23:57:44 main:574] : INFO : Epoch 1546 | loss: 0.031158 | val_loss: 0.0311686 | Time: 1492.95 ms
[2022-02-03 23:57:46 main:574] : INFO : Epoch 1547 | loss: 0.0311609 | val_loss: 0.0311718 | Time: 1528.44 ms
[2022-02-03 23:57:47 main:574] : INFO : Epoch 1548 | loss: 0.03116 | val_loss: 0.0311706 | Time: 1451.37 ms
[2022-02-03 23:57:49 main:574] : INFO : Epoch 1549 | loss: 0.0311602 | val_loss: 0.0311698 | Time: 1491.36 ms
[2022-02-03 23:57:50 main:574] : INFO : Epoch 1550 | loss: 0.0311591 | val_loss: 0.0311691 | Time: 1495.74 ms
[2022-02-03 23:57:52 main:574] : INFO : Epoch 1551 | loss: 0.0311606 | val_loss: 0.031169 | Time: 1484.92 ms
[2022-02-03 23:57:53 main:574] : INFO : Epoch 1552 | loss: 0.0311586 | val_loss: 0.0311711 | Time: 1511.62 ms
[2022-02-03 23:57:55 main:574] : INFO : Epoch 1553 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 1462.77 ms
[2022-02-03 23:57:56 main:574] : INFO : Epoch 1554 | loss: 0.0311637 | val_loss: 0.0311736 | Time: 1503.07 ms
[2022-02-03 23:57:58 main:574] : INFO : Epoch 1555 | loss: 0.03117 | val_loss: 0.0311728 | Time: 1491.66 ms
[2022-02-03 23:57:59 main:574] : INFO : Epoch 1556 | loss: 0.0311687 | val_loss: 0.0311717 | Time: 1480.49 ms
[2022-02-03 23:58:01 main:574] : INFO : Epoch 1557 | loss: 0.0311662 | val_loss: 0.0311714 | Time: 1470.81 ms
[2022-02-03 23:58:02 main:574] : INFO : Epoch 1558 | loss: 0.0311666 | val_loss: 0.031172 | Time: 1509.7 ms
[2022-02-03 23:58:04 main:574] : INFO : Epoch 1559 | loss: 0.0311678 | val_loss: 0.0311695 | Time: 1481.35 ms
[2022-02-03 23:58:05 main:574] : INFO : Epoch 1560 | loss: 0.0311668 | val_loss: 0.0311787 | Time: 1502.65 ms
[2022-02-03 23:58:07 main:574] : INFO : Epoch 1561 | loss: 0.0311658 | val_loss: 0.0311695 | Time: 1490.71 ms
[2022-02-03 23:58:08 main:574] : INFO : Epoch 1562 | loss: 0.0311637 | val_loss: 0.0311697 | Time: 1517.4 ms
[2022-02-03 23:58:10 main:574] : INFO : Epoch 1563 | loss: 0.0311632 | val_loss: 0.0311695 | Time: 1489.86 ms
[2022-02-03 23:58:11 main:574] : INFO : Epoch 1564 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 1475.86 ms
[2022-02-03 23:58:12 main:574] : INFO : Epoch 1565 | loss: 0.0311704 | val_loss: 0.0311758 | Time: 1457.65 ms
[2022-02-03 23:58:14 main:574] : INFO : Epoch 1566 | loss: 0.0311726 | val_loss: 0.0311717 | Time: 1463.94 ms
[2022-02-03 23:58:15 main:574] : INFO : Epoch 1567 | loss: 0.0311658 | val_loss: 0.0311708 | Time: 1518.27 ms
[2022-02-03 23:58:17 main:574] : INFO : Epoch 1568 | loss: 0.0311646 | val_loss: 0.0311734 | Time: 1460.12 ms
[2022-02-03 23:58:18 main:574] : INFO : Epoch 1569 | loss: 0.0311646 | val_loss: 0.0311698 | Time: 1480.06 ms
[2022-02-03 23:58:20 main:574] : INFO : Epoch 1570 | loss: 0.0311619 | val_loss: 0.0311711 | Time: 1492.88 ms
[2022-02-03 23:58:21 main:574] : INFO : Epoch 1571 | loss: 0.0311638 | val_loss: 0.0311703 | Time: 1457.28 ms
[2022-02-03 23:58:23 main:574] : INFO : Epoch 1572 | loss: 0.0311634 | val_loss: 0.0311708 | Time: 1467.16 ms
[2022-02-03 23:58:24 main:574] : INFO : Epoch 1573 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 1505.4 ms
[2022-02-03 23:58:26 main:574] : INFO : Epoch 1574 | loss: 0.031163 | val_loss: 0.0311691 | Time: 1491.82 ms
[2022-02-03 23:58:27 main:574] : INFO : Epoch 1575 | loss: 0.0311639 | val_loss: 0.0311706 | Time: 1485.63 ms
[2022-02-03 23:58:29 main:574] : INFO : Epoch 1576 | loss: 0.0311601 | val_loss: 0.03117 | Time: 1469.51 ms
[2022-02-03 23:58:30 main:574] : INFO : Epoch 1577 | loss: 0.0311628 | val_loss: 0.0311675 | Time: 1513.69 ms
[2022-02-03 23:58:32 main:574] : INFO : Epoch 1578 | loss: 0.0311637 | val_loss: 0.031178 | Time: 1534.31 ms
[2022-02-03 23:58:33 main:574] : INFO : Epoch 1579 | loss: 0.0311666 | val_loss: 0.0311683 | Time: 1476.32 ms
[2022-02-03 23:58:35 main:574] : INFO : Epoch 1580 | loss: 0.0311679 | val_loss: 0.0311667 | Time: 1493.67 ms
[2022-02-03 23:58:36 main:574] : INFO : Epoch 1581 | loss: 0.0311678 | val_loss: 0.0311794 | Time: 1488.27 ms
[2022-02-03 23:58:38 main:574] : INFO : Epoch 1582 | loss: 0.0311672 | val_loss: 0.0311708 | Time: 1489.91 ms
[2022-02-03 23:58:39 main:574] : INFO : Epoch 1583 | loss: 0.0311644 | val_loss: 0.0311662 | Time: 1480.8 ms
[2022-02-03 23:58:41 main:574] : INFO : Epoch 1584 | loss: 0.0311699 | val_loss: 0.0311702 | Time: 1495.53 ms
[2022-02-03 23:58:42 main:574] : INFO : Epoch 1585 | loss: 0.0311694 | val_loss: 0.0311719 | Time: 1480.72 ms
[2022-02-03 23:58:44 main:574] : INFO : Epoch 1586 | loss: 0.0311724 | val_loss: 0.0311749 | Time: 1456.21 ms
[2022-02-03 23:58:45 main:574] : INFO : Epoch 1587 | loss: 0.0311717 | val_loss: 0.0311736 | Time: 1452.09 ms
[2022-02-03 23:58:47 main:574] : INFO : Epoch 1588 | loss: 0.0311819 | val_loss: 0.0311797 | Time: 1493.96 ms
[2022-02-03 23:58:48 main:574] : INFO : Epoch 1589 | loss: 0.0311824 | val_loss: 0.0311793 | Time: 1465.07 ms
[2022-02-03 23:58:50 main:574] : INFO : Epoch 1590 | loss: 0.0311819 | val_loss: 0.0311801 | Time: 1481.1 ms
[2022-02-03 23:58:51 main:574] : INFO : Epoch 1591 | loss: 0.031186 | val_loss: 0.0311843 | Time: 1485.99 ms
[2022-02-03 23:58:53 main:574] : INFO : Epoch 1592 | loss: 0.0311848 | val_loss: 0.0311788 | Time: 1463.84 ms
[2022-02-03 23:58:54 main:574] : INFO : Epoch 1593 | loss: 0.0311802 | val_loss: 0.031178 | Time: 1515.4 ms
[2022-02-03 23:58:56 main:574] : INFO : Epoch 1594 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 1518.98 ms
[2022-02-03 23:58:57 main:574] : INFO : Epoch 1595 | loss: 0.0311778 | val_loss: 0.031179 | Time: 1511.53 ms
[2022-02-03 23:58:59 main:574] : INFO : Epoch 1596 | loss: 0.0311833 | val_loss: 0.0311816 | Time: 1486.07 ms
[2022-02-03 23:59:00 main:574] : INFO : Epoch 1597 | loss: 0.0311783 | val_loss: 0.0311801 | Time: 1483.02 ms
[2022-02-03 23:59:02 main:574] : INFO : Epoch 1598 | loss: 0.0311842 | val_loss: 0.0311863 | Time: 1493.29 ms
[2022-02-03 23:59:03 main:574] : INFO : Epoch 1599 | loss: 0.0311806 | val_loss: 0.0311778 | Time: 1516.63 ms
[2022-02-03 23:59:05 main:574] : INFO : Epoch 1600 | loss: 0.0311813 | val_loss: 0.0311827 | Time: 1590.57 ms
[2022-02-03 23:59:06 main:574] : INFO : Epoch 1601 | loss: 0.0311789 | val_loss: 0.0311742 | Time: 1476.33 ms
[2022-02-03 23:59:08 main:574] : INFO : Epoch 1602 | loss: 0.0311763 | val_loss: 0.0311744 | Time: 1569.71 ms
[2022-02-03 23:59:09 main:574] : INFO : Epoch 1603 | loss: 0.0311767 | val_loss: 0.0311774 | Time: 1533.09 ms
[2022-02-03 23:59:11 main:574] : INFO : Epoch 1604 | loss: 0.0311795 | val_loss: 0.0311731 | Time: 1589.76 ms
[2022-02-03 23:59:13 main:574] : INFO : Epoch 1605 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 1477.37 ms
[2022-02-03 23:59:14 main:574] : INFO : Epoch 1606 | loss: 0.0311821 | val_loss: 0.0311836 | Time: 1487.38 ms
[2022-02-03 23:59:15 main:574] : INFO : Epoch 1607 | loss: 0.0311823 | val_loss: 0.0311807 | Time: 1470.47 ms
[2022-02-03 23:59:17 main:574] : INFO : Epoch 1608 | loss: 0.0311781 | val_loss: 0.0311822 | Time: 1469.79 ms
[2022-02-03 23:59:18 main:574] : INFO : Epoch 1609 | loss: 0.0311767 | val_loss: 0.0311797 | Time: 1489.74 ms
[2022-02-03 23:59:20 main:574] : INFO : Epoch 1610 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 1486.6 ms
[2022-02-03 23:59:21 main:574] : INFO : Epoch 1611 | loss: 0.0311776 | val_loss: 0.0311792 | Time: 1496 ms
[2022-02-03 23:59:23 main:574] : INFO : Epoch 1612 | loss: 0.0311767 | val_loss: 0.0311763 | Time: 1501.93 ms
[2022-02-03 23:59:24 main:574] : INFO : Epoch 1613 | loss: 0.0311777 | val_loss: 0.0311842 | Time: 1478.39 ms
[2022-02-03 23:59:26 main:574] : INFO : Epoch 1614 | loss: 0.0311801 | val_loss: 0.0311791 | Time: 1496.2 ms
[2022-02-03 23:59:27 main:574] : INFO : Epoch 1615 | loss: 0.0311776 | val_loss: 0.0311801 | Time: 1486.34 ms
[2022-02-03 23:59:29 main:574] : INFO : Epoch 1616 | loss: 0.0311744 | val_loss: 0.0311751 | Time: 1491.34 ms
[2022-02-03 23:59:30 main:574] : INFO : Epoch 1617 | loss: 0.0311728 | val_loss: 0.0311741 | Time: 1494.43 ms
[2022-02-03 23:59:32 main:574] : INFO : Epoch 1618 | loss: 0.0311726 | val_loss: 0.0311762 | Time: 1484.06 ms
[2022-02-03 23:59:33 main:574] : INFO : Epoch 1619 | loss: 0.0311721 | val_loss: 0.0311738 | Time: 1490.28 ms
[2022-02-03 23:59:35 main:574] : INFO : Epoch 1620 | loss: 0.0311713 | val_loss: 0.0311742 | Time: 1489.97 ms
[2022-02-03 23:59:36 main:574] : INFO : Epoch 1621 | loss: 0.0311722 | val_loss: 0.0311743 | Time: 1523.59 ms
[2022-02-03 23:59:38 main:574] : INFO : Epoch 1622 | loss: 0.0311715 | val_loss: 0.031174 | Time: 1487.17 ms
[2022-02-03 23:59:39 main:574] : INFO : Epoch 1623 | loss: 0.0311706 | val_loss: 0.0311735 | Time: 1482.13 ms
[2022-02-03 23:59:41 main:574] : INFO : Epoch 1624 | loss: 0.0311691 | val_loss: 0.0311739 | Time: 1496.72 ms
[2022-02-03 23:59:42 main:574] : INFO : Epoch 1625 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 1487.06 ms
[2022-02-03 23:59:44 main:574] : INFO : Epoch 1626 | loss: 0.0311717 | val_loss: 0.0311746 | Time: 1486.96 ms
[2022-02-03 23:59:45 main:574] : INFO : Epoch 1627 | loss: 0.0311709 | val_loss: 0.031176 | Time: 1487.12 ms
[2022-02-03 23:59:47 main:574] : INFO : Epoch 1628 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 1502.67 ms
[2022-02-03 23:59:48 main:574] : INFO : Epoch 1629 | loss: 0.0311711 | val_loss: 0.0311718 | Time: 1462.6 ms
[2022-02-03 23:59:50 main:574] : INFO : Epoch 1630 | loss: 0.0311723 | val_loss: 0.0311733 | Time: 1475.65 ms
[2022-02-03 23:59:51 main:574] : INFO : Epoch 1631 | loss: 0.0311742 | val_loss: 0.0311757 | Time: 1510.32 ms
[2022-02-03 23:59:53 main:574] : INFO : Epoch 1632 | loss: 0.0311741 | val_loss: 0.0311743 | Time: 1491.67 ms
[2022-02-03 23:59:54 main:574] : INFO : Epoch 1633 | loss: 0.0311728 | val_loss: 0.0311753 | Time: 1485.37 ms
[2022-02-03 23:59:56 main:574] : INFO : Epoch 1634 | loss: 0.0311738 | val_loss: 0.0311801 | Time: 1494.45 ms
[2022-02-03 23:59:57 main:574] : INFO : Epoch 1635 | loss: 0.0311736 | val_loss: 0.0311737 | Time: 1481.15 ms
[2022-02-03 23:59:59 main:574] : INFO : Epoch 1636 | loss: 0.0311718 | val_loss: 0.0311749 | Time: 1482.1 ms
[2022-02-04 00:00:00 main:574] : INFO : Epoch 1637 | loss: 0.0311723 | val_loss: 0.0311749 | Time: 1468.33 ms
[2022-02-04 00:00:02 main:574] : INFO : Epoch 1638 | loss: 0.031171 | val_loss: 0.0311744 | Time: 1467.17 ms
[2022-02-04 00:00:03 main:574] : INFO : Epoch 1639 | loss: 0.0311702 | val_loss: 0.0311716 | Time: 1512.88 ms
[2022-02-04 00:00:05 main:574] : INFO : Epoch 1640 | loss: 0.0311731 | val_loss: 0.0311724 | Time: 1526.58 ms
[2022-02-04 00:00:06 main:574] : INFO : Epoch 1641 | loss: 0.0311688 | val_loss: 0.0311739 | Time: 1530.74 ms
[2022-02-04 00:00:08 main:574] : INFO : Epoch 1642 | loss: 0.031168 | val_loss: 0.0311794 | Time: 1506.3 ms
[2022-02-04 00:00:09 main:574] : INFO : Epoch 1643 | loss: 0.0311698 | val_loss: 0.0311751 | Time: 1495.72 ms
[2022-02-04 00:00:11 main:574] : INFO : Epoch 1644 | loss: 0.031167 | val_loss: 0.0311735 | Time: 1471.56 ms
[2022-02-04 00:00:12 main:574] : INFO : Epoch 1645 | loss: 0.0311725 | val_loss: 0.0311919 | Time: 1465.07 ms
[2022-02-04 00:00:14 main:574] : INFO : Epoch 1646 | loss: 0.0311762 | val_loss: 0.0311759 | Time: 1493.62 ms
[2022-02-04 00:00:15 main:574] : INFO : Epoch 1647 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 1472.75 ms
[2022-02-04 00:00:17 main:574] : INFO : Epoch 1648 | loss: 0.0311707 | val_loss: 0.031174 | Time: 1507.83 ms
[2022-02-04 00:00:18 main:574] : INFO : Epoch 1649 | loss: 0.0311669 | val_loss: 0.0311771 | Time: 1494.6 ms
[2022-02-04 00:00:20 main:574] : INFO : Epoch 1650 | loss: 0.0311674 | val_loss: 0.0311786 | Time: 1510.06 ms
[2022-02-04 00:00:21 main:574] : INFO : Epoch 1651 | loss: 0.0311697 | val_loss: 0.0311751 | Time: 1480.54 ms
[2022-02-04 00:00:23 main:574] : INFO : Epoch 1652 | loss: 0.0311658 | val_loss: 0.0311837 | Time: 1495.32 ms
[2022-02-04 00:00:24 main:574] : INFO : Epoch 1653 | loss: 0.0311666 | val_loss: 0.0311746 | Time: 1482.13 ms
[2022-02-04 00:00:26 main:574] : INFO : Epoch 1654 | loss: 0.031167 | val_loss: 0.0311781 | Time: 1481.26 ms
[2022-02-04 00:00:27 main:574] : INFO : Epoch 1655 | loss: 0.0311715 | val_loss: 0.0311745 | Time: 1506.55 ms
[2022-02-04 00:00:29 main:574] : INFO : Epoch 1656 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 1480.21 ms
[2022-02-04 00:00:30 main:574] : INFO : Epoch 1657 | loss: 0.0311714 | val_loss: 0.0311753 | Time: 1517.01 ms
[2022-02-04 00:00:32 main:574] : INFO : Epoch 1658 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 1495.05 ms
[2022-02-04 00:00:33 main:574] : INFO : Epoch 1659 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 1491.33 ms
[2022-02-04 00:00:35 main:574] : INFO : Epoch 1660 | loss: 0.0311744 | val_loss: 0.0311735 | Time: 1498.54 ms
[2022-02-04 00:00:36 main:574] : INFO : Epoch 1661 | loss: 0.0311706 | val_loss: 0.0311708 | Time: 1518.72 ms
[2022-02-04 00:00:38 main:574] : INFO : Epoch 1662 | loss: 0.031169 | val_loss: 0.0311709 | Time: 1499.65 ms
[2022-02-04 00:00:39 main:574] : INFO : Epoch 1663 | loss: 0.0311692 | val_loss: 0.0311706 | Time: 1481.74 ms
[2022-02-04 00:00:41 main:574] : INFO : Epoch 1664 | loss: 0.0311702 | val_loss: 0.0311705 | Time: 1494.1 ms
[2022-02-04 00:00:42 main:574] : INFO : Epoch 1665 | loss: 0.031171 | val_loss: 0.0311749 | Time: 1490.74 ms
[2022-02-04 00:00:44 main:574] : INFO : Epoch 1666 | loss: 0.0311742 | val_loss: 0.03117 | Time: 1529.41 ms
[2022-02-04 00:00:45 main:574] : INFO : Epoch 1667 | loss: 0.0311707 | val_loss: 0.0311692 | Time: 1496.47 ms
[2022-02-04 00:00:47 main:574] : INFO : Epoch 1668 | loss: 0.0311685 | val_loss: 0.0311682 | Time: 1501.55 ms
[2022-02-04 00:00:48 main:574] : INFO : Epoch 1669 | loss: 0.0311662 | val_loss: 0.031168 | Time: 1498.55 ms
[2022-02-04 00:00:50 main:574] : INFO : Epoch 1670 | loss: 0.0311666 | val_loss: 0.0311691 | Time: 1487.55 ms
[2022-02-04 00:00:51 main:574] : INFO : Epoch 1671 | loss: 0.0311668 | val_loss: 0.0311695 | Time: 1484.7 ms
[2022-02-04 00:00:53 main:574] : INFO : Epoch 1672 | loss: 0.0311656 | val_loss: 0.0311673 | Time: 1492.58 ms
[2022-02-04 00:00:54 main:574] : INFO : Epoch 1673 | loss: 0.0311665 | val_loss: 0.0311694 | Time: 1460.2 ms
[2022-02-04 00:00:56 main:574] : INFO : Epoch 1674 | loss: 0.031166 | val_loss: 0.031168 | Time: 1475.92 ms
[2022-02-04 00:00:57 main:574] : INFO : Epoch 1675 | loss: 0.0311656 | val_loss: 0.0311708 | Time: 1507.42 ms
[2022-02-04 00:00:59 main:574] : INFO : Epoch 1676 | loss: 0.0311673 | val_loss: 0.031167 | Time: 1515.27 ms
[2022-02-04 00:01:00 main:574] : INFO : Epoch 1677 | loss: 0.031171 | val_loss: 0.0311685 | Time: 1487.28 ms
[2022-02-04 00:01:02 main:574] : INFO : Epoch 1678 | loss: 0.0311708 | val_loss: 0.0311698 | Time: 1483.88 ms
[2022-02-04 00:01:03 main:574] : INFO : Epoch 1679 | loss: 0.0311655 | val_loss: 0.0311695 | Time: 1492.4 ms
[2022-02-04 00:01:05 main:574] : INFO : Epoch 1680 | loss: 0.0311668 | val_loss: 0.0311683 | Time: 1524.92 ms
[2022-02-04 00:01:06 main:574] : INFO : Epoch 1681 | loss: 0.0311671 | val_loss: 0.0311701 | Time: 1501.12 ms
[2022-02-04 00:01:08 main:574] : INFO : Epoch 1682 | loss: 0.0311657 | val_loss: 0.0311688 | Time: 1500.39 ms
[2022-02-04 00:01:09 main:574] : INFO : Epoch 1683 | loss: 0.0311668 | val_loss: 0.0311679 | Time: 1483.67 ms
[2022-02-04 00:01:11 main:574] : INFO : Epoch 1684 | loss: 0.031166 | val_loss: 0.031168 | Time: 1499.83 ms
[2022-02-04 00:01:12 main:574] : INFO : Epoch 1685 | loss: 0.0311674 | val_loss: 0.0311706 | Time: 1483.35 ms
[2022-02-04 00:01:14 main:574] : INFO : Epoch 1686 | loss: 0.0311673 | val_loss: 0.0311691 | Time: 1468.56 ms
[2022-02-04 00:01:15 main:574] : INFO : Epoch 1687 | loss: 0.0311672 | val_loss: 0.0311691 | Time: 1526.69 ms
[2022-02-04 00:01:17 main:574] : INFO : Epoch 1688 | loss: 0.0311655 | val_loss: 0.0311712 | Time: 1490.18 ms
[2022-02-04 00:01:18 main:574] : INFO : Epoch 1689 | loss: 0.031166 | val_loss: 0.0311749 | Time: 1487.31 ms
[2022-02-04 00:01:20 main:574] : INFO : Epoch 1690 | loss: 0.0311663 | val_loss: 0.0311736 | Time: 1475.54 ms
[2022-02-04 00:01:21 main:574] : INFO : Epoch 1691 | loss: 0.0311658 | val_loss: 0.031175 | Time: 1462.04 ms
[2022-02-04 00:01:23 main:574] : INFO : Epoch 1692 | loss: 0.0311637 | val_loss: 0.031177 | Time: 1469.63 ms
[2022-02-04 00:01:24 main:574] : INFO : Epoch 1693 | loss: 0.031166 | val_loss: 0.031169 | Time: 1472.17 ms
[2022-02-04 00:01:26 main:574] : INFO : Epoch 1694 | loss: 0.0311622 | val_loss: 0.0311705 | Time: 1501.95 ms
[2022-02-04 00:01:27 main:574] : INFO : Epoch 1695 | loss: 0.0311625 | val_loss: 0.0311724 | Time: 1499.18 ms
[2022-02-04 00:01:29 main:574] : INFO : Epoch 1696 | loss: 0.0311642 | val_loss: 0.0311694 | Time: 1481.42 ms
[2022-02-04 00:01:30 main:574] : INFO : Epoch 1697 | loss: 0.0311644 | val_loss: 0.0311686 | Time: 1512.23 ms
[2022-02-04 00:01:32 main:574] : INFO : Epoch 1698 | loss: 0.0311652 | val_loss: 0.0311703 | Time: 1475.44 ms
[2022-02-04 00:01:33 main:574] : INFO : Epoch 1699 | loss: 0.0311655 | val_loss: 0.0311675 | Time: 1504.98 ms
[2022-02-04 00:01:35 main:574] : INFO : Epoch 1700 | loss: 0.0311641 | val_loss: 0.0311706 | Time: 1489.68 ms
[2022-02-04 00:01:36 main:574] : INFO : Epoch 1701 | loss: 0.0311662 | val_loss: 0.0311726 | Time: 1469.61 ms
[2022-02-04 00:01:38 main:574] : INFO : Epoch 1702 | loss: 0.031172 | val_loss: 0.0311737 | Time: 1496.81 ms
[2022-02-04 00:01:39 main:574] : INFO : Epoch 1703 | loss: 0.0311729 | val_loss: 0.0311724 | Time: 1483.11 ms
[2022-02-04 00:01:41 main:574] : INFO : Epoch 1704 | loss: 0.031172 | val_loss: 0.0311776 | Time: 1489.44 ms
[2022-02-04 00:01:42 main:574] : INFO : Epoch 1705 | loss: 0.0311705 | val_loss: 0.0311694 | Time: 1491.08 ms
[2022-02-04 00:01:44 main:574] : INFO : Epoch 1706 | loss: 0.0311676 | val_loss: 0.0311721 | Time: 1507.85 ms
[2022-02-04 00:01:45 main:574] : INFO : Epoch 1707 | loss: 0.031167 | val_loss: 0.0311704 | Time: 1501.31 ms
[2022-02-04 00:01:47 main:574] : INFO : Epoch 1708 | loss: 0.0311718 | val_loss: 0.0311807 | Time: 1480.17 ms
[2022-02-04 00:01:48 main:574] : INFO : Epoch 1709 | loss: 0.0311694 | val_loss: 0.0311704 | Time: 1456.74 ms
[2022-02-04 00:01:50 main:574] : INFO : Epoch 1710 | loss: 0.0311677 | val_loss: 0.0311741 | Time: 1494.77 ms
[2022-02-04 00:01:51 main:574] : INFO : Epoch 1711 | loss: 0.0311687 | val_loss: 0.0311691 | Time: 1500.02 ms
[2022-02-04 00:01:53 main:574] : INFO : Epoch 1712 | loss: 0.0311657 | val_loss: 0.0311682 | Time: 1531.87 ms
[2022-02-04 00:01:54 main:574] : INFO : Epoch 1713 | loss: 0.03117 | val_loss: 0.0311704 | Time: 1519.2 ms
[2022-02-04 00:01:56 main:574] : INFO : Epoch 1714 | loss: 0.0311655 | val_loss: 0.0311673 | Time: 1479.83 ms
[2022-02-04 00:01:57 main:574] : INFO : Epoch 1715 | loss: 0.0311686 | val_loss: 0.0311689 | Time: 1512.61 ms
[2022-02-04 00:01:59 main:574] : INFO : Epoch 1716 | loss: 0.031169 | val_loss: 0.0311711 | Time: 1527.1 ms
[2022-02-04 00:02:00 main:574] : INFO : Epoch 1717 | loss: 0.0311736 | val_loss: 0.0311689 | Time: 1500.2 ms
[2022-02-04 00:02:02 main:574] : INFO : Epoch 1718 | loss: 0.0311778 | val_loss: 0.0311716 | Time: 1486.13 ms
[2022-02-04 00:02:03 main:574] : INFO : Epoch 1719 | loss: 0.0311768 | val_loss: 0.0311709 | Time: 1495.02 ms
[2022-02-04 00:02:05 main:574] : INFO : Epoch 1720 | loss: 0.0311704 | val_loss: 0.031168 | Time: 1494.19 ms
[2022-02-04 00:02:06 main:574] : INFO : Epoch 1721 | loss: 0.0311684 | val_loss: 0.0311687 | Time: 1485.73 ms
[2022-02-04 00:02:08 main:574] : INFO : Epoch 1722 | loss: 0.0311689 | val_loss: 0.0311681 | Time: 1492 ms
[2022-02-04 00:02:09 main:574] : INFO : Epoch 1723 | loss: 0.0311697 | val_loss: 0.0311732 | Time: 1533.18 ms
[2022-02-04 00:02:11 main:574] : INFO : Epoch 1724 | loss: 0.0311703 | val_loss: 0.0311702 | Time: 1529.38 ms
[2022-02-04 00:02:12 main:574] : INFO : Epoch 1725 | loss: 0.0311691 | val_loss: 0.0311698 | Time: 1487.2 ms
[2022-02-04 00:02:14 main:574] : INFO : Epoch 1726 | loss: 0.0311695 | val_loss: 0.0311705 | Time: 1516.09 ms
[2022-02-04 00:02:15 main:574] : INFO : Epoch 1727 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 1516.67 ms
[2022-02-04 00:02:17 main:574] : INFO : Epoch 1728 | loss: 0.0311728 | val_loss: 0.0311701 | Time: 1483.43 ms
[2022-02-04 00:02:18 main:574] : INFO : Epoch 1729 | loss: 0.0311695 | val_loss: 0.0311745 | Time: 1498.89 ms
[2022-02-04 00:02:20 main:574] : INFO : Epoch 1730 | loss: 0.0311754 | val_loss: 0.0311854 | Time: 1514.39 ms
[2022-02-04 00:02:21 main:574] : INFO : Epoch 1731 | loss: 0.0311703 | val_loss: 0.0311702 | Time: 1526.71 ms
[2022-02-04 00:02:23 main:574] : INFO : Epoch 1732 | loss: 0.0311681 | val_loss: 0.0311788 | Time: 1476.2 ms
[2022-02-04 00:02:24 main:574] : INFO : Epoch 1733 | loss: 0.0311704 | val_loss: 0.0311729 | Time: 1512.94 ms
[2022-02-04 00:02:26 main:574] : INFO : Epoch 1734 | loss: 0.031168 | val_loss: 0.0311706 | Time: 1496.1 ms
[2022-02-04 00:02:27 main:574] : INFO : Epoch 1735 | loss: 0.0311706 | val_loss: 0.0311729 | Time: 1477.35 ms
[2022-02-04 00:02:29 main:574] : INFO : Epoch 1736 | loss: 0.0311674 | val_loss: 0.0311683 | Time: 1502.45 ms
[2022-02-04 00:02:30 main:574] : INFO : Epoch 1737 | loss: 0.0311673 | val_loss: 0.0311754 | Time: 1502.32 ms
[2022-02-04 00:02:32 main:574] : INFO : Epoch 1738 | loss: 0.0311696 | val_loss: 0.0311695 | Time: 1542.15 ms
[2022-02-04 00:02:34 main:574] : INFO : Epoch 1739 | loss: 0.0311683 | val_loss: 0.0311699 | Time: 1502.04 ms
[2022-02-04 00:02:35 main:574] : INFO : Epoch 1740 | loss: 0.0311685 | val_loss: 0.0311709 | Time: 1518.81 ms
[2022-02-04 00:02:37 main:574] : INFO : Epoch 1741 | loss: 0.0311674 | val_loss: 0.0311757 | Time: 1506.38 ms
[2022-02-04 00:02:38 main:574] : INFO : Epoch 1742 | loss: 0.0311691 | val_loss: 0.0311684 | Time: 1477.71 ms
[2022-02-04 00:02:40 main:574] : INFO : Epoch 1743 | loss: 0.0311651 | val_loss: 0.0311697 | Time: 1485.68 ms
[2022-02-04 00:02:41 main:574] : INFO : Epoch 1744 | loss: 0.0311668 | val_loss: 0.0311674 | Time: 1480.16 ms
[2022-02-04 00:02:42 main:574] : INFO : Epoch 1745 | loss: 0.0311685 | val_loss: 0.0311729 | Time: 1484.75 ms
[2022-02-04 00:02:44 main:574] : INFO : Epoch 1746 | loss: 0.0311663 | val_loss: 0.0311675 | Time: 1463.6 ms
[2022-02-04 00:02:45 main:574] : INFO : Epoch 1747 | loss: 0.0311669 | val_loss: 0.031176 | Time: 1500.29 ms
[2022-02-04 00:02:47 main:574] : INFO : Epoch 1748 | loss: 0.031168 | val_loss: 0.0311733 | Time: 1478.07 ms
[2022-02-04 00:02:48 main:574] : INFO : Epoch 1749 | loss: 0.0311656 | val_loss: 0.0311693 | Time: 1492.83 ms
[2022-02-04 00:02:50 main:574] : INFO : Epoch 1750 | loss: 0.0311635 | val_loss: 0.0311682 | Time: 1497.5 ms
[2022-02-04 00:02:51 main:574] : INFO : Epoch 1751 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 1498.69 ms
[2022-02-04 00:02:53 main:574] : INFO : Epoch 1752 | loss: 0.0311638 | val_loss: 0.0311696 | Time: 1483.2 ms
[2022-02-04 00:02:54 main:574] : INFO : Epoch 1753 | loss: 0.0311647 | val_loss: 0.0311688 | Time: 1483.12 ms
[2022-02-04 00:02:56 main:574] : INFO : Epoch 1754 | loss: 0.0311672 | val_loss: 0.0311813 | Time: 1503.49 ms
[2022-02-04 00:02:57 main:574] : INFO : Epoch 1755 | loss: 0.0311731 | val_loss: 0.0311758 | Time: 1477.12 ms
[2022-02-04 00:02:59 main:574] : INFO : Epoch 1756 | loss: 0.0311675 | val_loss: 0.0311701 | Time: 1482.59 ms
[2022-02-04 00:03:00 main:574] : INFO : Epoch 1757 | loss: 0.0311657 | val_loss: 0.0311679 | Time: 1528.37 ms
[2022-02-04 00:03:02 main:574] : INFO : Epoch 1758 | loss: 0.0311655 | val_loss: 0.0311669 | Time: 1507.75 ms
[2022-02-04 00:03:03 main:574] : INFO : Epoch 1759 | loss: 0.0311647 | val_loss: 0.0311728 | Time: 1481.17 ms
[2022-02-04 00:03:05 main:574] : INFO : Epoch 1760 | loss: 0.0311656 | val_loss: 0.0311761 | Time: 1469.77 ms
[2022-02-04 00:03:06 main:574] : INFO : Epoch 1761 | loss: 0.0311694 | val_loss: 0.0311685 | Time: 1505.35 ms
[2022-02-04 00:03:08 main:574] : INFO : Epoch 1762 | loss: 0.0311663 | val_loss: 0.0311711 | Time: 1505.88 ms
[2022-02-04 00:03:09 main:574] : INFO : Epoch 1763 | loss: 0.0311665 | val_loss: 0.0311688 | Time: 1530.18 ms
[2022-02-04 00:03:11 main:574] : INFO : Epoch 1764 | loss: 0.0311651 | val_loss: 0.0311688 | Time: 1456.71 ms
[2022-02-04 00:03:12 main:574] : INFO : Epoch 1765 | loss: 0.0311683 | val_loss: 0.0311752 | Time: 1510.67 ms
[2022-02-04 00:03:14 main:574] : INFO : Epoch 1766 | loss: 0.0311702 | val_loss: 0.0311703 | Time: 1499.86 ms
[2022-02-04 00:03:15 main:574] : INFO : Epoch 1767 | loss: 0.0311657 | val_loss: 0.031175 | Time: 1457.14 ms
[2022-02-04 00:03:17 main:574] : INFO : Epoch 1768 | loss: 0.031166 | val_loss: 0.0311725 | Time: 1477.85 ms
[2022-02-04 00:03:18 main:574] : INFO : Epoch 1769 | loss: 0.0311685 | val_loss: 0.0311696 | Time: 1514.28 ms
[2022-02-04 00:03:20 main:574] : INFO : Epoch 1770 | loss: 0.0311688 | val_loss: 0.031171 | Time: 1462.72 ms
[2022-02-04 00:03:21 main:574] : INFO : Epoch 1771 | loss: 0.031169 | val_loss: 0.0311701 | Time: 1482.45 ms
[2022-02-04 00:03:23 main:574] : INFO : Epoch 1772 | loss: 0.031167 | val_loss: 0.0311701 | Time: 1469.03 ms
[2022-02-04 00:03:24 main:574] : INFO : Epoch 1773 | loss: 0.0311657 | val_loss: 0.0311702 | Time: 1509.35 ms
[2022-02-04 00:03:26 main:574] : INFO : Epoch 1774 | loss: 0.0311656 | val_loss: 0.0311675 | Time: 1465.65 ms
[2022-02-04 00:03:27 main:574] : INFO : Epoch 1775 | loss: 0.0311653 | val_loss: 0.0311693 | Time: 1455.96 ms
[2022-02-04 00:03:29 main:574] : INFO : Epoch 1776 | loss: 0.0311655 | val_loss: 0.0311717 | Time: 1502.99 ms
[2022-02-04 00:03:30 main:574] : INFO : Epoch 1777 | loss: 0.0311669 | val_loss: 0.0311667 | Time: 1506.55 ms
[2022-02-04 00:03:32 main:574] : INFO : Epoch 1778 | loss: 0.0311642 | val_loss: 0.0311691 | Time: 1467.93 ms
[2022-02-04 00:03:33 main:574] : INFO : Epoch 1779 | loss: 0.0311636 | val_loss: 0.0311685 | Time: 1524.55 ms
[2022-02-04 00:03:35 main:574] : INFO : Epoch 1780 | loss: 0.0311657 | val_loss: 0.0311797 | Time: 1492.35 ms
[2022-02-04 00:03:36 main:574] : INFO : Epoch 1781 | loss: 0.0311646 | val_loss: 0.0311679 | Time: 1491.06 ms
[2022-02-04 00:03:38 main:574] : INFO : Epoch 1782 | loss: 0.0311636 | val_loss: 0.0311683 | Time: 1526.62 ms
[2022-02-04 00:03:39 main:574] : INFO : Epoch 1783 | loss: 0.0311647 | val_loss: 0.0311687 | Time: 1474.3 ms
[2022-02-04 00:03:41 main:574] : INFO : Epoch 1784 | loss: 0.0311619 | val_loss: 0.0311681 | Time: 1509.29 ms
[2022-02-04 00:03:42 main:574] : INFO : Epoch 1785 | loss: 0.031162 | val_loss: 0.0311695 | Time: 1467.68 ms
[2022-02-04 00:03:44 main:574] : INFO : Epoch 1786 | loss: 0.0311621 | val_loss: 0.0311683 | Time: 1495.48 ms
[2022-02-04 00:03:45 main:574] : INFO : Epoch 1787 | loss: 0.0311622 | val_loss: 0.0311715 | Time: 1465.81 ms
[2022-02-04 00:03:47 main:574] : INFO : Epoch 1788 | loss: 0.0311625 | val_loss: 0.0311684 | Time: 1463.53 ms
[2022-02-04 00:03:48 main:574] : INFO : Epoch 1789 | loss: 0.0311618 | val_loss: 0.0311662 | Time: 1485.07 ms
[2022-02-04 00:03:50 main:574] : INFO : Epoch 1790 | loss: 0.0311628 | val_loss: 0.0311678 | Time: 1482.56 ms
[2022-02-04 00:03:51 main:574] : INFO : Epoch 1791 | loss: 0.0311657 | val_loss: 0.0311708 | Time: 1507.05 ms
[2022-02-04 00:03:53 main:574] : INFO : Epoch 1792 | loss: 0.0311641 | val_loss: 0.0311677 | Time: 1526.53 ms
[2022-02-04 00:03:54 main:574] : INFO : Epoch 1793 | loss: 0.0311617 | val_loss: 0.0311716 | Time: 1489.98 ms
[2022-02-04 00:03:56 main:574] : INFO : Epoch 1794 | loss: 0.0311619 | val_loss: 0.0311725 | Time: 1488.82 ms
[2022-02-04 00:03:57 main:574] : INFO : Epoch 1795 | loss: 0.0311654 | val_loss: 0.0311769 | Time: 1486.72 ms
[2022-02-04 00:03:59 main:574] : INFO : Epoch 1796 | loss: 0.0311649 | val_loss: 0.0311717 | Time: 1487.23 ms
[2022-02-04 00:04:00 main:574] : INFO : Epoch 1797 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 1501.53 ms
[2022-02-04 00:04:02 main:574] : INFO : Epoch 1798 | loss: 0.031164 | val_loss: 0.031173 | Time: 1488.5 ms
[2022-02-04 00:04:03 main:574] : INFO : Epoch 1799 | loss: 0.0311666 | val_loss: 0.0311698 | Time: 1537.07 ms
[2022-02-04 00:04:05 main:574] : INFO : Epoch 1800 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 1551.22 ms
[2022-02-04 00:04:06 main:574] : INFO : Epoch 1801 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 1535.62 ms
[2022-02-04 00:04:08 main:574] : INFO : Epoch 1802 | loss: 0.0311617 | val_loss: 0.0311721 | Time: 1614.85 ms
[2022-02-04 00:04:10 main:574] : INFO : Epoch 1803 | loss: 0.0311647 | val_loss: 0.0311783 | Time: 1518.38 ms
[2022-02-04 00:04:11 main:574] : INFO : Epoch 1804 | loss: 0.0311632 | val_loss: 0.0311714 | Time: 1578.04 ms
[2022-02-04 00:04:13 main:574] : INFO : Epoch 1805 | loss: 0.0311608 | val_loss: 0.0311678 | Time: 1646.1 ms
[2022-02-04 00:04:14 main:574] : INFO : Epoch 1806 | loss: 0.0311591 | val_loss: 0.0311698 | Time: 1648.58 ms
[2022-02-04 00:04:16 main:574] : INFO : Epoch 1807 | loss: 0.0311594 | val_loss: 0.031169 | Time: 1554.62 ms
[2022-02-04 00:04:17 main:574] : INFO : Epoch 1808 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 1460.01 ms
[2022-02-04 00:04:19 main:574] : INFO : Epoch 1809 | loss: 0.0311595 | val_loss: 0.0311693 | Time: 1504.59 ms
[2022-02-04 00:04:21 main:574] : INFO : Epoch 1810 | loss: 0.0311604 | val_loss: 0.0311716 | Time: 1508.64 ms
[2022-02-04 00:04:22 main:574] : INFO : Epoch 1811 | loss: 0.0311662 | val_loss: 0.0311692 | Time: 1483.53 ms
[2022-02-04 00:04:24 main:574] : INFO : Epoch 1812 | loss: 0.0311656 | val_loss: 0.0311688 | Time: 1487.96 ms
[2022-02-04 00:04:25 main:574] : INFO : Epoch 1813 | loss: 0.0311636 | val_loss: 0.0311696 | Time: 1472.54 ms
[2022-02-04 00:04:26 main:574] : INFO : Epoch 1814 | loss: 0.031163 | val_loss: 0.0311713 | Time: 1447.39 ms
[2022-02-04 00:04:28 main:574] : INFO : Epoch 1815 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 1502.32 ms
[2022-02-04 00:04:29 main:574] : INFO : Epoch 1816 | loss: 0.0311608 | val_loss: 0.0311696 | Time: 1456.27 ms
[2022-02-04 00:04:31 main:574] : INFO : Epoch 1817 | loss: 0.0311606 | val_loss: 0.0311721 | Time: 1491.03 ms
[2022-02-04 00:04:32 main:574] : INFO : Epoch 1818 | loss: 0.0311611 | val_loss: 0.0311707 | Time: 1485.94 ms
[2022-02-04 00:04:34 main:574] : INFO : Epoch 1819 | loss: 0.0311633 | val_loss: 0.031172 | Time: 1474.26 ms
[2022-02-04 00:04:35 main:574] : INFO : Epoch 1820 | loss: 0.0311612 | val_loss: 0.0311704 | Time: 1495.68 ms
[2022-02-04 00:04:37 main:574] : INFO : Epoch 1821 | loss: 0.0311609 | val_loss: 0.0311717 | Time: 1482.27 ms
[2022-02-04 00:04:38 main:574] : INFO : Epoch 1822 | loss: 0.0311602 | val_loss: 0.0311709 | Time: 1498.93 ms
[2022-02-04 00:04:40 main:574] : INFO : Epoch 1823 | loss: 0.0311597 | val_loss: 0.0311697 | Time: 1493.99 ms
[2022-02-04 00:04:41 main:574] : INFO : Epoch 1824 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 1499.93 ms
[2022-02-04 00:04:43 main:574] : INFO : Epoch 1825 | loss: 0.0311622 | val_loss: 0.0311703 | Time: 1484.15 ms
[2022-02-04 00:04:44 main:574] : INFO : Epoch 1826 | loss: 0.03116 | val_loss: 0.0311702 | Time: 1493 ms
[2022-02-04 00:04:46 main:574] : INFO : Epoch 1827 | loss: 0.0311601 | val_loss: 0.0311702 | Time: 1502.79 ms
[2022-02-04 00:04:47 main:574] : INFO : Epoch 1828 | loss: 0.0311591 | val_loss: 0.0311702 | Time: 1488.4 ms
[2022-02-04 00:04:49 main:574] : INFO : Epoch 1829 | loss: 0.0311606 | val_loss: 0.031173 | Time: 1516.59 ms
[2022-02-04 00:04:50 main:574] : INFO : Epoch 1830 | loss: 0.0311629 | val_loss: 0.0311711 | Time: 1485.31 ms
[2022-02-04 00:04:52 main:574] : INFO : Epoch 1831 | loss: 0.0311663 | val_loss: 0.0311704 | Time: 1491.74 ms
[2022-02-04 00:04:53 main:574] : INFO : Epoch 1832 | loss: 0.0311639 | val_loss: 0.0311743 | Time: 1462.81 ms
[2022-02-04 00:04:55 main:574] : INFO : Epoch 1833 | loss: 0.0311686 | val_loss: 0.0311694 | Time: 1472.08 ms
[2022-02-04 00:04:56 main:574] : INFO : Epoch 1834 | loss: 0.0311666 | val_loss: 0.0311713 | Time: 1462.03 ms
[2022-02-04 00:04:58 main:574] : INFO : Epoch 1835 | loss: 0.0311653 | val_loss: 0.0311708 | Time: 1508.28 ms
[2022-02-04 00:04:59 main:574] : INFO : Epoch 1836 | loss: 0.0311643 | val_loss: 0.0311712 | Time: 1490.76 ms
[2022-02-04 00:05:01 main:574] : INFO : Epoch 1837 | loss: 0.0311685 | val_loss: 0.0311723 | Time: 1500.06 ms
[2022-02-04 00:05:02 main:574] : INFO : Epoch 1838 | loss: 0.0311691 | val_loss: 0.031172 | Time: 1494.67 ms
[2022-02-04 00:05:04 main:574] : INFO : Epoch 1839 | loss: 0.0311681 | val_loss: 0.0311706 | Time: 1451.21 ms
[2022-02-04 00:05:05 main:574] : INFO : Epoch 1840 | loss: 0.0311657 | val_loss: 0.0311692 | Time: 1488.2 ms
[2022-02-04 00:05:07 main:574] : INFO : Epoch 1841 | loss: 0.0311649 | val_loss: 0.0311736 | Time: 1493.78 ms
[2022-02-04 00:05:08 main:574] : INFO : Epoch 1842 | loss: 0.0311665 | val_loss: 0.0311724 | Time: 1521.36 ms
[2022-02-04 00:05:10 main:574] : INFO : Epoch 1843 | loss: 0.031165 | val_loss: 0.0311693 | Time: 1482.14 ms
[2022-02-04 00:05:11 main:574] : INFO : Epoch 1844 | loss: 0.0311637 | val_loss: 0.0311682 | Time: 1537.93 ms
[2022-02-04 00:05:13 main:574] : INFO : Epoch 1845 | loss: 0.031162 | val_loss: 0.0311691 | Time: 1521.99 ms
[2022-02-04 00:05:14 main:574] : INFO : Epoch 1846 | loss: 0.0311634 | val_loss: 0.0311686 | Time: 1519.82 ms
[2022-02-04 00:05:16 main:574] : INFO : Epoch 1847 | loss: 0.0311633 | val_loss: 0.0311689 | Time: 1493.77 ms
[2022-02-04 00:05:17 main:574] : INFO : Epoch 1848 | loss: 0.0311625 | val_loss: 0.0311721 | Time: 1473.8 ms
[2022-02-04 00:05:19 main:574] : INFO : Epoch 1849 | loss: 0.0311623 | val_loss: 0.0311702 | Time: 1498.99 ms
[2022-02-04 00:05:20 main:574] : INFO : Epoch 1850 | loss: 0.031162 | val_loss: 0.0311707 | Time: 1454.22 ms
[2022-02-04 00:05:22 main:574] : INFO : Epoch 1851 | loss: 0.0311623 | val_loss: 0.0311694 | Time: 1532.26 ms
[2022-02-04 00:05:23 main:574] : INFO : Epoch 1852 | loss: 0.031162 | val_loss: 0.0311688 | Time: 1474.85 ms
[2022-02-04 00:05:25 main:574] : INFO : Epoch 1853 | loss: 0.0311614 | val_loss: 0.0311699 | Time: 1503.18 ms
[2022-02-04 00:05:26 main:574] : INFO : Epoch 1854 | loss: 0.0311617 | val_loss: 0.0311718 | Time: 1493.97 ms
[2022-02-04 00:05:28 main:574] : INFO : Epoch 1855 | loss: 0.0311631 | val_loss: 0.0311753 | Time: 1488.68 ms
[2022-02-04 00:05:29 main:574] : INFO : Epoch 1856 | loss: 0.0311625 | val_loss: 0.0311733 | Time: 1495.1 ms
[2022-02-04 00:05:31 main:574] : INFO : Epoch 1857 | loss: 0.0311608 | val_loss: 0.0311711 | Time: 1457.24 ms
[2022-02-04 00:05:32 main:574] : INFO : Epoch 1858 | loss: 0.0311603 | val_loss: 0.0311705 | Time: 1532.02 ms
[2022-02-04 00:05:34 main:574] : INFO : Epoch 1859 | loss: 0.0311612 | val_loss: 0.031172 | Time: 1571.43 ms
[2022-02-04 00:05:35 main:574] : INFO : Epoch 1860 | loss: 0.0311596 | val_loss: 0.0311755 | Time: 1487.77 ms
[2022-02-04 00:05:37 main:574] : INFO : Epoch 1861 | loss: 0.0311594 | val_loss: 0.0311705 | Time: 1566.98 ms
[2022-02-04 00:05:38 main:574] : INFO : Epoch 1862 | loss: 0.0311594 | val_loss: 0.0311697 | Time: 1499.51 ms
[2022-02-04 00:05:40 main:574] : INFO : Epoch 1863 | loss: 0.0311608 | val_loss: 0.03117 | Time: 1581.88 ms
[2022-02-04 00:05:42 main:574] : INFO : Epoch 1864 | loss: 0.0311618 | val_loss: 0.0311696 | Time: 1500.84 ms
[2022-02-04 00:05:43 main:574] : INFO : Epoch 1865 | loss: 0.0311609 | val_loss: 0.0311717 | Time: 1486.3 ms
[2022-02-04 00:05:45 main:574] : INFO : Epoch 1866 | loss: 0.0311621 | val_loss: 0.0311729 | Time: 1479.36 ms
[2022-02-04 00:05:46 main:574] : INFO : Epoch 1867 | loss: 0.0311606 | val_loss: 0.031173 | Time: 1489.85 ms
[2022-02-04 00:05:48 main:574] : INFO : Epoch 1868 | loss: 0.0311597 | val_loss: 0.0311722 | Time: 1455.98 ms
[2022-02-04 00:05:49 main:574] : INFO : Epoch 1869 | loss: 0.0311612 | val_loss: 0.0311695 | Time: 1495.77 ms
[2022-02-04 00:05:51 main:574] : INFO : Epoch 1870 | loss: 0.0311613 | val_loss: 0.0311721 | Time: 1497.12 ms
[2022-02-04 00:05:52 main:574] : INFO : Epoch 1871 | loss: 0.031164 | val_loss: 0.0311709 | Time: 1517.18 ms
[2022-02-04 00:05:54 main:574] : INFO : Epoch 1872 | loss: 0.0311639 | val_loss: 0.0311737 | Time: 1498.22 ms
[2022-02-04 00:05:55 main:574] : INFO : Epoch 1873 | loss: 0.0311614 | val_loss: 0.0311708 | Time: 1478.67 ms
[2022-02-04 00:05:57 main:574] : INFO : Epoch 1874 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 1478.14 ms
[2022-02-04 00:05:58 main:574] : INFO : Epoch 1875 | loss: 0.0311633 | val_loss: 0.0311774 | Time: 1496.47 ms
[2022-02-04 00:06:00 main:574] : INFO : Epoch 1876 | loss: 0.0311643 | val_loss: 0.0311728 | Time: 1484.75 ms
[2022-02-04 00:06:01 main:574] : INFO : Epoch 1877 | loss: 0.0311629 | val_loss: 0.0311706 | Time: 1534.41 ms
[2022-02-04 00:06:03 main:574] : INFO : Epoch 1878 | loss: 0.0311631 | val_loss: 0.0311768 | Time: 1514.16 ms
[2022-02-04 00:06:04 main:574] : INFO : Epoch 1879 | loss: 0.0311616 | val_loss: 0.0311703 | Time: 1507.51 ms
[2022-02-04 00:06:06 main:574] : INFO : Epoch 1880 | loss: 0.0311606 | val_loss: 0.0311709 | Time: 1493.14 ms
[2022-02-04 00:06:07 main:574] : INFO : Epoch 1881 | loss: 0.0311616 | val_loss: 0.0311743 | Time: 1532.99 ms
[2022-02-04 00:06:09 main:574] : INFO : Epoch 1882 | loss: 0.0311625 | val_loss: 0.0311697 | Time: 1553.89 ms
[2022-02-04 00:06:10 main:574] : INFO : Epoch 1883 | loss: 0.0311604 | val_loss: 0.0311728 | Time: 1475.65 ms
[2022-02-04 00:06:12 main:574] : INFO : Epoch 1884 | loss: 0.0311599 | val_loss: 0.0311725 | Time: 1478.43 ms
[2022-02-04 00:06:13 main:574] : INFO : Epoch 1885 | loss: 0.0311577 | val_loss: 0.0311748 | Time: 1493.81 ms
[2022-02-04 00:06:15 main:574] : INFO : Epoch 1886 | loss: 0.0311585 | val_loss: 0.0311713 | Time: 1467.26 ms
[2022-02-04 00:06:16 main:574] : INFO : Epoch 1887 | loss: 0.0311605 | val_loss: 0.0311728 | Time: 1476.79 ms
[2022-02-04 00:06:18 main:574] : INFO : Epoch 1888 | loss: 0.0311612 | val_loss: 0.0311748 | Time: 1467.09 ms
[2022-02-04 00:06:19 main:574] : INFO : Epoch 1889 | loss: 0.0311592 | val_loss: 0.0311734 | Time: 1484.14 ms
[2022-02-04 00:06:21 main:574] : INFO : Epoch 1890 | loss: 0.0311587 | val_loss: 0.0311715 | Time: 1476.55 ms
[2022-02-04 00:06:22 main:574] : INFO : Epoch 1891 | loss: 0.031162 | val_loss: 0.0311773 | Time: 1499.78 ms
[2022-02-04 00:06:24 main:574] : INFO : Epoch 1892 | loss: 0.0311675 | val_loss: 0.0311743 | Time: 1486.5 ms
[2022-02-04 00:06:25 main:574] : INFO : Epoch 1893 | loss: 0.0311622 | val_loss: 0.0311716 | Time: 1478.45 ms
[2022-02-04 00:06:27 main:574] : INFO : Epoch 1894 | loss: 0.0311581 | val_loss: 0.0311698 | Time: 1486.41 ms
[2022-02-04 00:06:28 main:574] : INFO : Epoch 1895 | loss: 0.0311559 | val_loss: 0.0311706 | Time: 1489.5 ms
[2022-02-04 00:06:30 main:574] : INFO : Epoch 1896 | loss: 0.0311579 | val_loss: 0.0311764 | Time: 1500.92 ms
[2022-02-04 00:06:31 main:574] : INFO : Epoch 1897 | loss: 0.031158 | val_loss: 0.0311746 | Time: 1458.34 ms
[2022-02-04 00:06:32 main:574] : INFO : Epoch 1898 | loss: 0.0311583 | val_loss: 0.031172 | Time: 1519.14 ms
[2022-02-04 00:06:34 main:574] : INFO : Epoch 1899 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 1485.5 ms
[2022-02-04 00:06:35 main:574] : INFO : Epoch 1900 | loss: 0.0311579 | val_loss: 0.0311706 | Time: 1456.58 ms
[2022-02-04 00:06:37 main:574] : INFO : Epoch 1901 | loss: 0.0311587 | val_loss: 0.0311684 | Time: 1510.19 ms
[2022-02-04 00:06:38 main:574] : INFO : Epoch 1902 | loss: 0.031159 | val_loss: 0.0311704 | Time: 1480.73 ms
[2022-02-04 00:06:40 main:574] : INFO : Epoch 1903 | loss: 0.031157 | val_loss: 0.0311729 | Time: 1475.35 ms
[2022-02-04 00:06:41 main:574] : INFO : Epoch 1904 | loss: 0.031156 | val_loss: 0.0311732 | Time: 1472.43 ms
[2022-02-04 00:06:43 main:574] : INFO : Epoch 1905 | loss: 0.0311578 | val_loss: 0.0311802 | Time: 1485.82 ms
[2022-02-04 00:06:44 main:574] : INFO : Epoch 1906 | loss: 0.031159 | val_loss: 0.0311765 | Time: 1490.8 ms
[2022-02-04 00:06:46 main:574] : INFO : Epoch 1907 | loss: 0.0311554 | val_loss: 0.0311713 | Time: 1510.04 ms
[2022-02-04 00:06:47 main:574] : INFO : Epoch 1908 | loss: 0.031156 | val_loss: 0.0311721 | Time: 1489.6 ms
[2022-02-04 00:06:49 main:574] : INFO : Epoch 1909 | loss: 0.0311553 | val_loss: 0.0311786 | Time: 1505.32 ms
[2022-02-04 00:06:50 main:574] : INFO : Epoch 1910 | loss: 0.031158 | val_loss: 0.0311715 | Time: 1497.45 ms
[2022-02-04 00:06:52 main:574] : INFO : Epoch 1911 | loss: 0.0311559 | val_loss: 0.031173 | Time: 1488.01 ms
[2022-02-04 00:06:53 main:574] : INFO : Epoch 1912 | loss: 0.0311572 | val_loss: 0.031169 | Time: 1541.62 ms
[2022-02-04 00:06:55 main:574] : INFO : Epoch 1913 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 1447.03 ms
[2022-02-04 00:06:56 main:574] : INFO : Epoch 1914 | loss: 0.0311593 | val_loss: 0.0311738 | Time: 1477.71 ms
[2022-02-04 00:06:58 main:574] : INFO : Epoch 1915 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 1512.36 ms
[2022-02-04 00:06:59 main:574] : INFO : Epoch 1916 | loss: 0.0311601 | val_loss: 0.0311722 | Time: 1502.35 ms
[2022-02-04 00:07:01 main:574] : INFO : Epoch 1917 | loss: 0.0311582 | val_loss: 0.0311718 | Time: 1503.27 ms
[2022-02-04 00:07:02 main:574] : INFO : Epoch 1918 | loss: 0.0311571 | val_loss: 0.0311691 | Time: 1472.51 ms
[2022-02-04 00:07:04 main:574] : INFO : Epoch 1919 | loss: 0.0311559 | val_loss: 0.0311711 | Time: 1524.12 ms
[2022-02-04 00:07:05 main:574] : INFO : Epoch 1920 | loss: 0.0311568 | val_loss: 0.0311727 | Time: 1490.86 ms
[2022-02-04 00:07:07 main:574] : INFO : Epoch 1921 | loss: 0.0311591 | val_loss: 0.0311687 | Time: 1474.87 ms
[2022-02-04 00:07:08 main:574] : INFO : Epoch 1922 | loss: 0.0311563 | val_loss: 0.031169 | Time: 1494.44 ms
[2022-02-04 00:07:10 main:574] : INFO : Epoch 1923 | loss: 0.031155 | val_loss: 0.0311722 | Time: 1471.9 ms
[2022-02-04 00:07:11 main:574] : INFO : Epoch 1924 | loss: 0.0311557 | val_loss: 0.0311717 | Time: 1469.33 ms
[2022-02-04 00:07:13 main:574] : INFO : Epoch 1925 | loss: 0.0311557 | val_loss: 0.0311692 | Time: 1504.88 ms
[2022-02-04 00:07:14 main:574] : INFO : Epoch 1926 | loss: 0.0311572 | val_loss: 0.0311726 | Time: 1498.71 ms
[2022-02-04 00:07:16 main:574] : INFO : Epoch 1927 | loss: 0.0311561 | val_loss: 0.0311676 | Time: 1475.02 ms
[2022-02-04 00:07:17 main:574] : INFO : Epoch 1928 | loss: 0.0311551 | val_loss: 0.0311672 | Time: 1477.77 ms
[2022-02-04 00:07:19 main:574] : INFO : Epoch 1929 | loss: 0.0311554 | val_loss: 0.0311725 | Time: 1473.95 ms
[2022-02-04 00:07:20 main:574] : INFO : Epoch 1930 | loss: 0.0311577 | val_loss: 0.0311683 | Time: 1464.43 ms
[2022-02-04 00:07:22 main:574] : INFO : Epoch 1931 | loss: 0.0311555 | val_loss: 0.0311703 | Time: 1492.51 ms
[2022-02-04 00:07:23 main:574] : INFO : Epoch 1932 | loss: 0.0311562 | val_loss: 0.031169 | Time: 1472.07 ms
[2022-02-04 00:07:25 main:574] : INFO : Epoch 1933 | loss: 0.0311573 | val_loss: 0.0311723 | Time: 1454.03 ms
[2022-02-04 00:07:26 main:574] : INFO : Epoch 1934 | loss: 0.0311539 | val_loss: 0.0311698 | Time: 1508.54 ms
[2022-02-04 00:07:28 main:574] : INFO : Epoch 1935 | loss: 0.0311546 | val_loss: 0.0311723 | Time: 1488.76 ms
[2022-02-04 00:07:29 main:574] : INFO : Epoch 1936 | loss: 0.0311576 | val_loss: 0.0311716 | Time: 1493.55 ms
[2022-02-04 00:07:31 main:574] : INFO : Epoch 1937 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 1497.05 ms
[2022-02-04 00:07:32 main:574] : INFO : Epoch 1938 | loss: 0.0311592 | val_loss: 0.0311679 | Time: 1485.05 ms
[2022-02-04 00:07:34 main:574] : INFO : Epoch 1939 | loss: 0.0311575 | val_loss: 0.0311718 | Time: 1482.04 ms
[2022-02-04 00:07:35 main:574] : INFO : Epoch 1940 | loss: 0.0311561 | val_loss: 0.0311702 | Time: 1494.47 ms
[2022-02-04 00:07:37 main:574] : INFO : Epoch 1941 | loss: 0.0311571 | val_loss: 0.0311683 | Time: 1484.52 ms
[2022-02-04 00:07:38 main:574] : INFO : Epoch 1942 | loss: 0.0311589 | val_loss: 0.0311727 | Time: 1481.81 ms
[2022-02-04 00:07:40 main:574] : INFO : Epoch 1943 | loss: 0.0311602 | val_loss: 0.0311697 | Time: 1497.58 ms
[2022-02-04 00:07:41 main:574] : INFO : Epoch 1944 | loss: 0.0311614 | val_loss: 0.0311718 | Time: 1462.03 ms
[2022-02-04 00:07:43 main:574] : INFO : Epoch 1945 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 1506.84 ms
[2022-02-04 00:07:44 main:574] : INFO : Epoch 1946 | loss: 0.0311592 | val_loss: 0.0311717 | Time: 1470.32 ms
[2022-02-04 00:07:46 main:574] : INFO : Epoch 1947 | loss: 0.031159 | val_loss: 0.0311712 | Time: 1497.36 ms
[2022-02-04 00:07:47 main:574] : INFO : Epoch 1948 | loss: 0.0311606 | val_loss: 0.0311767 | Time: 1480.83 ms
[2022-02-04 00:07:49 main:574] : INFO : Epoch 1949 | loss: 0.031161 | val_loss: 0.0311697 | Time: 1489.97 ms
[2022-02-04 00:07:50 main:574] : INFO : Epoch 1950 | loss: 0.0311599 | val_loss: 0.0311684 | Time: 1490.31 ms
[2022-02-04 00:07:52 main:574] : INFO : Epoch 1951 | loss: 0.0311571 | val_loss: 0.0311703 | Time: 1499.67 ms
[2022-02-04 00:07:53 main:574] : INFO : Epoch 1952 | loss: 0.0311571 | val_loss: 0.0311682 | Time: 1473.93 ms
[2022-02-04 00:07:55 main:574] : INFO : Epoch 1953 | loss: 0.031158 | val_loss: 0.0311724 | Time: 1470.69 ms
[2022-02-04 00:07:56 main:574] : INFO : Epoch 1954 | loss: 0.0311572 | val_loss: 0.0311721 | Time: 1513.24 ms
[2022-02-04 00:07:58 main:574] : INFO : Epoch 1955 | loss: 0.0311566 | val_loss: 0.0311725 | Time: 1494.52 ms
[2022-02-04 00:07:59 main:574] : INFO : Epoch 1956 | loss: 0.0311578 | val_loss: 0.0311692 | Time: 1464.62 ms
[2022-02-04 00:08:01 main:574] : INFO : Epoch 1957 | loss: 0.0311603 | val_loss: 0.0311705 | Time: 1489.63 ms
[2022-02-04 00:08:02 main:574] : INFO : Epoch 1958 | loss: 0.0311588 | val_loss: 0.0311712 | Time: 1485.44 ms
[2022-02-04 00:08:04 main:574] : INFO : Epoch 1959 | loss: 0.0311563 | val_loss: 0.0311702 | Time: 1517.74 ms
[2022-02-04 00:08:05 main:574] : INFO : Epoch 1960 | loss: 0.0311571 | val_loss: 0.0311724 | Time: 1519.8 ms
[2022-02-04 00:08:07 main:574] : INFO : Epoch 1961 | loss: 0.0311563 | val_loss: 0.0311678 | Time: 1493.29 ms
[2022-02-04 00:08:08 main:574] : INFO : Epoch 1962 | loss: 0.0311567 | val_loss: 0.0311669 | Time: 1480.84 ms
[2022-02-04 00:08:10 main:574] : INFO : Epoch 1963 | loss: 0.0311566 | val_loss: 0.031171 | Time: 1507.7 ms
[2022-02-04 00:08:11 main:574] : INFO : Epoch 1964 | loss: 0.0311596 | val_loss: 0.0311695 | Time: 1487.88 ms
[2022-02-04 00:08:13 main:574] : INFO : Epoch 1965 | loss: 0.0311569 | val_loss: 0.0311678 | Time: 1503.66 ms
[2022-02-04 00:08:14 main:574] : INFO : Epoch 1966 | loss: 0.0311579 | val_loss: 0.0311683 | Time: 1494.42 ms
[2022-02-04 00:08:16 main:574] : INFO : Epoch 1967 | loss: 0.0311581 | val_loss: 0.0311693 | Time: 1488.55 ms
[2022-02-04 00:08:17 main:574] : INFO : Epoch 1968 | loss: 0.0311557 | val_loss: 0.0311688 | Time: 1510.65 ms
[2022-02-04 00:08:19 main:574] : INFO : Epoch 1969 | loss: 0.0311581 | val_loss: 0.0311707 | Time: 1466.78 ms
[2022-02-04 00:08:20 main:574] : INFO : Epoch 1970 | loss: 0.0311601 | val_loss: 0.0311688 | Time: 1468.88 ms
[2022-02-04 00:08:22 main:574] : INFO : Epoch 1971 | loss: 0.0311583 | val_loss: 0.0311763 | Time: 1484.28 ms
[2022-02-04 00:08:23 main:574] : INFO : Epoch 1972 | loss: 0.0311572 | val_loss: 0.0311693 | Time: 1475.57 ms
[2022-02-04 00:08:25 main:574] : INFO : Epoch 1973 | loss: 0.0311565 | val_loss: 0.0311747 | Time: 1486.36 ms
[2022-02-04 00:08:26 main:574] : INFO : Epoch 1974 | loss: 0.0311615 | val_loss: 0.0311682 | Time: 1488.5 ms
[2022-02-04 00:08:28 main:574] : INFO : Epoch 1975 | loss: 0.0311641 | val_loss: 0.0311701 | Time: 1520.48 ms
[2022-02-04 00:08:29 main:574] : INFO : Epoch 1976 | loss: 0.0311623 | val_loss: 0.03117 | Time: 1487.76 ms
[2022-02-04 00:08:31 main:574] : INFO : Epoch 1977 | loss: 0.0311624 | val_loss: 0.0311688 | Time: 1470.63 ms
[2022-02-04 00:08:32 main:574] : INFO : Epoch 1978 | loss: 0.0311597 | val_loss: 0.0311699 | Time: 1480.8 ms
[2022-02-04 00:08:33 main:574] : INFO : Epoch 1979 | loss: 0.0311588 | val_loss: 0.0311711 | Time: 1464.25 ms
[2022-02-04 00:08:35 main:574] : INFO : Epoch 1980 | loss: 0.0311596 | val_loss: 0.0311695 | Time: 1499.37 ms
[2022-02-04 00:08:36 main:574] : INFO : Epoch 1981 | loss: 0.0311579 | val_loss: 0.0311705 | Time: 1514.36 ms
[2022-02-04 00:08:38 main:574] : INFO : Epoch 1982 | loss: 0.0311602 | val_loss: 0.0311703 | Time: 1491.86 ms
[2022-02-04 00:08:39 main:574] : INFO : Epoch 1983 | loss: 0.031156 | val_loss: 0.031168 | Time: 1491.54 ms
[2022-02-04 00:08:41 main:574] : INFO : Epoch 1984 | loss: 0.0311557 | val_loss: 0.0311687 | Time: 1470.28 ms
[2022-02-04 00:08:42 main:574] : INFO : Epoch 1985 | loss: 0.0311567 | val_loss: 0.0311701 | Time: 1463.79 ms
[2022-02-04 00:08:44 main:574] : INFO : Epoch 1986 | loss: 0.031156 | val_loss: 0.0311686 | Time: 1480.86 ms
[2022-02-04 00:08:45 main:574] : INFO : Epoch 1987 | loss: 0.0311557 | val_loss: 0.0311684 | Time: 1526.62 ms
[2022-02-04 00:08:47 main:574] : INFO : Epoch 1988 | loss: 0.0311661 | val_loss: 0.0311781 | Time: 1487.29 ms
[2022-02-04 00:08:48 main:574] : INFO : Epoch 1989 | loss: 0.0311727 | val_loss: 0.0311777 | Time: 1456.02 ms
[2022-02-04 00:08:50 main:574] : INFO : Epoch 1990 | loss: 0.0311699 | val_loss: 0.0311739 | Time: 1515.98 ms
[2022-02-04 00:08:51 main:574] : INFO : Epoch 1991 | loss: 0.0311709 | val_loss: 0.031175 | Time: 1491.93 ms
[2022-02-04 00:08:53 main:574] : INFO : Epoch 1992 | loss: 0.0311744 | val_loss: 0.0311807 | Time: 1477.56 ms
[2022-02-04 00:08:54 main:574] : INFO : Epoch 1993 | loss: 0.0311727 | val_loss: 0.0311753 | Time: 1518 ms
[2022-02-04 00:08:56 main:574] : INFO : Epoch 1994 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 1503.07 ms
[2022-02-04 00:08:57 main:574] : INFO : Epoch 1995 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 1484.82 ms
[2022-02-04 00:08:59 main:574] : INFO : Epoch 1996 | loss: 0.0311705 | val_loss: 0.0311705 | Time: 1456.62 ms
[2022-02-04 00:09:00 main:574] : INFO : Epoch 1997 | loss: 0.0311698 | val_loss: 0.0311712 | Time: 1474.51 ms
[2022-02-04 00:09:02 main:574] : INFO : Epoch 1998 | loss: 0.0311701 | val_loss: 0.0311725 | Time: 1452.15 ms
[2022-02-04 00:09:03 main:574] : INFO : Epoch 1999 | loss: 0.0311673 | val_loss: 0.031173 | Time: 1524.66 ms
[2022-02-04 00:09:05 main:574] : INFO : Epoch 2000 | loss: 0.0311673 | val_loss: 0.0311698 | Time: 1519.36 ms
[2022-02-04 00:09:06 main:574] : INFO : Epoch 2001 | loss: 0.0311644 | val_loss: 0.0311676 | Time: 1482.42 ms
[2022-02-04 00:09:08 main:574] : INFO : Epoch 2002 | loss: 0.0311646 | val_loss: 0.031167 | Time: 1504.86 ms
[2022-02-04 00:09:09 main:574] : INFO : Epoch 2003 | loss: 0.0311626 | val_loss: 0.0311691 | Time: 1495.97 ms
[2022-02-04 00:09:11 main:574] : INFO : Epoch 2004 | loss: 0.0311666 | val_loss: 0.0311708 | Time: 1479.36 ms
[2022-02-04 00:09:12 main:574] : INFO : Epoch 2005 | loss: 0.0311667 | val_loss: 0.0311682 | Time: 1471.48 ms
[2022-02-04 00:09:14 main:574] : INFO : Epoch 2006 | loss: 0.0311648 | val_loss: 0.0311705 | Time: 1542.65 ms
[2022-02-04 00:09:15 main:574] : INFO : Epoch 2007 | loss: 0.0311652 | val_loss: 0.0311704 | Time: 1487.6 ms
[2022-02-04 00:09:17 main:574] : INFO : Epoch 2008 | loss: 0.0311651 | val_loss: 0.0311707 | Time: 1518.42 ms
[2022-02-04 00:09:18 main:574] : INFO : Epoch 2009 | loss: 0.031165 | val_loss: 0.031173 | Time: 1493.5 ms
[2022-02-04 00:09:20 main:574] : INFO : Epoch 2010 | loss: 0.0311629 | val_loss: 0.0311696 | Time: 1482.42 ms
[2022-02-04 00:09:21 main:574] : INFO : Epoch 2011 | loss: 0.0311628 | val_loss: 0.031169 | Time: 1486.44 ms
[2022-02-04 00:09:23 main:574] : INFO : Epoch 2012 | loss: 0.0311617 | val_loss: 0.0311689 | Time: 1495.46 ms
[2022-02-04 00:09:24 main:574] : INFO : Epoch 2013 | loss: 0.0311636 | val_loss: 0.0311683 | Time: 1467.83 ms
[2022-02-04 00:09:26 main:574] : INFO : Epoch 2014 | loss: 0.0311644 | val_loss: 0.0311716 | Time: 1497.92 ms
[2022-02-04 00:09:27 main:574] : INFO : Epoch 2015 | loss: 0.0311628 | val_loss: 0.0311697 | Time: 1491.92 ms
[2022-02-04 00:09:29 main:574] : INFO : Epoch 2016 | loss: 0.0311617 | val_loss: 0.0311694 | Time: 1492.83 ms
[2022-02-04 00:09:30 main:574] : INFO : Epoch 2017 | loss: 0.0311604 | val_loss: 0.03117 | Time: 1503 ms
[2022-02-04 00:09:32 main:574] : INFO : Epoch 2018 | loss: 0.0311605 | val_loss: 0.031168 | Time: 1489.91 ms
[2022-02-04 00:09:33 main:574] : INFO : Epoch 2019 | loss: 0.0311598 | val_loss: 0.0311681 | Time: 1498.78 ms
[2022-02-04 00:09:35 main:574] : INFO : Epoch 2020 | loss: 0.0311623 | val_loss: 0.0311728 | Time: 1491.21 ms
[2022-02-04 00:09:36 main:574] : INFO : Epoch 2021 | loss: 0.0311621 | val_loss: 0.031169 | Time: 1483.79 ms
[2022-02-04 00:09:38 main:574] : INFO : Epoch 2022 | loss: 0.0311601 | val_loss: 0.0311676 | Time: 1478.45 ms
[2022-02-04 00:09:39 main:574] : INFO : Epoch 2023 | loss: 0.0311595 | val_loss: 0.0311702 | Time: 1463.75 ms
[2022-02-04 00:09:41 main:574] : INFO : Epoch 2024 | loss: 0.0311604 | val_loss: 0.0311683 | Time: 1541.64 ms
[2022-02-04 00:09:42 main:574] : INFO : Epoch 2025 | loss: 0.0311599 | val_loss: 0.0311731 | Time: 1492.61 ms
[2022-02-04 00:09:44 main:574] : INFO : Epoch 2026 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 1491.89 ms
[2022-02-04 00:09:45 main:574] : INFO : Epoch 2027 | loss: 0.0311584 | val_loss: 0.0311674 | Time: 1470.33 ms
[2022-02-04 00:09:47 main:574] : INFO : Epoch 2028 | loss: 0.0311579 | val_loss: 0.0311673 | Time: 1482.23 ms
[2022-02-04 00:09:48 main:574] : INFO : Epoch 2029 | loss: 0.0311573 | val_loss: 0.0311672 | Time: 1486.1 ms
[2022-02-04 00:09:50 main:574] : INFO : Epoch 2030 | loss: 0.0311627 | val_loss: 0.0311831 | Time: 1462.2 ms
[2022-02-04 00:09:51 main:574] : INFO : Epoch 2031 | loss: 0.0311642 | val_loss: 0.0311685 | Time: 1465.82 ms
[2022-02-04 00:09:53 main:574] : INFO : Epoch 2032 | loss: 0.0311659 | val_loss: 0.0311721 | Time: 1505.74 ms
[2022-02-04 00:09:54 main:574] : INFO : Epoch 2033 | loss: 0.0311615 | val_loss: 0.0311686 | Time: 1481.86 ms
[2022-02-04 00:09:56 main:574] : INFO : Epoch 2034 | loss: 0.0311589 | val_loss: 0.0311662 | Time: 1485.8 ms
[2022-02-04 00:09:57 main:574] : INFO : Epoch 2035 | loss: 0.031159 | val_loss: 0.0311693 | Time: 1501.13 ms
[2022-02-04 00:09:59 main:574] : INFO : Epoch 2036 | loss: 0.0311593 | val_loss: 0.0311713 | Time: 1492.92 ms
[2022-02-04 00:10:00 main:574] : INFO : Epoch 2037 | loss: 0.0311598 | val_loss: 0.0311692 | Time: 1478.35 ms
[2022-02-04 00:10:02 main:574] : INFO : Epoch 2038 | loss: 0.0311577 | val_loss: 0.0311668 | Time: 1508.45 ms
[2022-02-04 00:10:03 main:574] : INFO : Epoch 2039 | loss: 0.0311596 | val_loss: 0.0311763 | Time: 1483.08 ms
[2022-02-04 00:10:05 main:574] : INFO : Epoch 2040 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 1516.34 ms
[2022-02-04 00:10:06 main:574] : INFO : Epoch 2041 | loss: 0.0311631 | val_loss: 0.0311686 | Time: 1498.61 ms
[2022-02-04 00:10:08 main:574] : INFO : Epoch 2042 | loss: 0.0311622 | val_loss: 0.0311683 | Time: 1493.6 ms
[2022-02-04 00:10:09 main:574] : INFO : Epoch 2043 | loss: 0.0311614 | val_loss: 0.0311671 | Time: 1471.72 ms
[2022-02-04 00:10:11 main:574] : INFO : Epoch 2044 | loss: 0.0311636 | val_loss: 0.0311708 | Time: 1515.93 ms
[2022-02-04 00:10:12 main:574] : INFO : Epoch 2045 | loss: 0.0311602 | val_loss: 0.0311672 | Time: 1495.63 ms
[2022-02-04 00:10:14 main:574] : INFO : Epoch 2046 | loss: 0.0311599 | val_loss: 0.0311702 | Time: 1455.45 ms
[2022-02-04 00:10:15 main:574] : INFO : Epoch 2047 | loss: 0.0311608 | val_loss: 0.0311753 | Time: 1513.33 ms
[2022-02-04 00:10:17 main:574] : INFO : Epoch 2048 | loss: 0.0311613 | val_loss: 0.0311708 | Time: 1499.02 ms
[2022-02-04 00:10:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311708
[2022-02-04 00:10:17 main:603] : INFO : Saving end state to config to file
[2022-02-04 00:10:17 main:608] : INFO : Success, exiting..
00:10:17 (916): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)