Task 9171602
| Name | ParityModified-1636224625-32729-3-0_0 |
| Workunit | 6609541 |
| Created | 25 Nov 2021, 4:50:27 UTC |
| Sent | 2 Dec 2021, 7:06:26 UTC |
| Report deadline | 10 Dec 2021, 7:06:26 UTC |
| Received | 3 Dec 2021, 1:30:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 40 min 48 sec |
| CPU time | 1 hours 40 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.82 GB |
| Peak swap size | 4.60 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: 0.0309816 | val_loss: 0.0310598 | Time: 1513 ms
[2021-12-03 00:17:49 main:574] : INFO : Epoch 1543 | loss: 0.0309775 | val_loss: 0.0310645 | Time: 1513 ms
[2021-12-03 00:17:50 main:574] : INFO : Epoch 1544 | loss: 0.0309819 | val_loss: 0.0310533 | Time: 1519.17 ms
[2021-12-03 00:17:52 main:574] : INFO : Epoch 1545 | loss: 0.0309745 | val_loss: 0.0310522 | Time: 1498.14 ms
[2021-12-03 00:17:53 main:574] : INFO : Epoch 1546 | loss: 0.0309697 | val_loss: 0.0310536 | Time: 1494.46 ms
[2021-12-03 00:17:55 main:574] : INFO : Epoch 1547 | loss: 0.0309664 | val_loss: 0.0310627 | Time: 1495.28 ms
[2021-12-03 00:17:56 main:574] : INFO : Epoch 1548 | loss: 0.0309672 | val_loss: 0.0310642 | Time: 1496.36 ms
[2021-12-03 00:17:58 main:574] : INFO : Epoch 1549 | loss: 0.0309652 | val_loss: 0.0310502 | Time: 1501.48 ms
[2021-12-03 00:18:00 main:574] : INFO : Epoch 1550 | loss: 0.0309711 | val_loss: 0.0310677 | Time: 1507.4 ms
[2021-12-03 00:18:01 main:574] : INFO : Epoch 1551 | loss: 0.0309642 | val_loss: 0.0310601 | Time: 1510.04 ms
[2021-12-03 00:18:03 main:574] : INFO : Epoch 1552 | loss: 0.0309611 | val_loss: 0.0310679 | Time: 1518.99 ms
[2021-12-03 00:18:04 main:574] : INFO : Epoch 1553 | loss: 0.0309698 | val_loss: 0.0310559 | Time: 1543.12 ms
[2021-12-03 00:18:06 main:574] : INFO : Epoch 1554 | loss: 0.0309896 | val_loss: 0.0310578 | Time: 1514.22 ms
[2021-12-03 00:18:07 main:574] : INFO : Epoch 1555 | loss: 0.0309805 | val_loss: 0.0310641 | Time: 1510.23 ms
[2021-12-03 00:18:09 main:574] : INFO : Epoch 1556 | loss: 0.0309777 | val_loss: 0.0310671 | Time: 1497.31 ms
[2021-12-03 00:18:10 main:574] : INFO : Epoch 1557 | loss: 0.0309905 | val_loss: 0.0310664 | Time: 1502.89 ms
[2021-12-03 00:18:12 main:574] : INFO : Epoch 1558 | loss: 0.0310195 | val_loss: 0.0310668 | Time: 1495.49 ms
[2021-12-03 00:18:13 main:574] : INFO : Epoch 1559 | loss: 0.0309957 | val_loss: 0.0310638 | Time: 1507.88 ms
[2021-12-03 00:18:15 main:574] : INFO : Epoch 1560 | loss: 0.0309907 | val_loss: 0.0310705 | Time: 1508.75 ms
[2021-12-03 00:18:16 main:574] : INFO : Epoch 1561 | loss: 0.0309767 | val_loss: 0.0310652 | Time: 1505.1 ms
[2021-12-03 00:18:18 main:574] : INFO : Epoch 1562 | loss: 0.0309765 | val_loss: 0.0310836 | Time: 1495.68 ms
[2021-12-03 00:18:19 main:574] : INFO : Epoch 1563 | loss: 0.0309795 | val_loss: 0.03107 | Time: 1501.19 ms
[2021-12-03 00:18:21 main:574] : INFO : Epoch 1564 | loss: 0.0309706 | val_loss: 0.0310693 | Time: 1497.16 ms
[2021-12-03 00:18:22 main:574] : INFO : Epoch 1565 | loss: 0.0309686 | val_loss: 0.0310651 | Time: 1498.92 ms
[2021-12-03 00:18:24 main:574] : INFO : Epoch 1566 | loss: 0.0309648 | val_loss: 0.0310578 | Time: 1508.78 ms
[2021-12-03 00:18:25 main:574] : INFO : Epoch 1567 | loss: 0.0309618 | val_loss: 0.0310622 | Time: 1516.66 ms
[2021-12-03 00:18:27 main:574] : INFO : Epoch 1568 | loss: 0.0309666 | val_loss: 0.031069 | Time: 1510.2 ms
[2021-12-03 00:18:28 main:574] : INFO : Epoch 1569 | loss: 0.0309695 | val_loss: 0.0310676 | Time: 1493.5 ms
[2021-12-03 00:18:30 main:574] : INFO : Epoch 1570 | loss: 0.0309663 | val_loss: 0.031067 | Time: 1517.55 ms
[2021-12-03 00:18:31 main:574] : INFO : Epoch 1571 | loss: 0.0309713 | val_loss: 0.0310542 | Time: 1497.07 ms
[2021-12-03 00:18:33 main:574] : INFO : Epoch 1572 | loss: 0.0309829 | val_loss: 0.0310781 | Time: 1483.34 ms
[2021-12-03 00:18:34 main:574] : INFO : Epoch 1573 | loss: 0.0309687 | val_loss: 0.0310633 | Time: 1501.49 ms
[2021-12-03 00:18:36 main:574] : INFO : Epoch 1574 | loss: 0.0309642 | val_loss: 0.0310652 | Time: 1492.87 ms
[2021-12-03 00:18:37 main:574] : INFO : Epoch 1575 | loss: 0.0309629 | val_loss: 0.0310541 | Time: 1484.39 ms
[2021-12-03 00:18:39 main:574] : INFO : Epoch 1576 | loss: 0.0309698 | val_loss: 0.0310619 | Time: 1524.96 ms
[2021-12-03 00:18:40 main:574] : INFO : Epoch 1577 | loss: 0.030979 | val_loss: 0.0310581 | Time: 1499.28 ms
[2021-12-03 00:18:42 main:574] : INFO : Epoch 1578 | loss: 0.030973 | val_loss: 0.0310456 | Time: 1488.61 ms
[2021-12-03 00:18:43 main:574] : INFO : Epoch 1579 | loss: 0.0309676 | val_loss: 0.0310477 | Time: 1493.82 ms
[2021-12-03 00:18:45 main:574] : INFO : Epoch 1580 | loss: 0.0309765 | val_loss: 0.0310618 | Time: 1515.75 ms
[2021-12-03 00:18:46 main:574] : INFO : Epoch 1581 | loss: 0.0310093 | val_loss: 0.0310676 | Time: 1511.17 ms
[2021-12-03 00:18:48 main:574] : INFO : Epoch 1582 | loss: 0.0310257 | val_loss: 0.0310587 | Time: 1523.78 ms
[2021-12-03 00:18:49 main:574] : INFO : Epoch 1583 | loss: 0.0310285 | val_loss: 0.0310502 | Time: 1502.97 ms
[2021-12-03 00:18:51 main:574] : INFO : Epoch 1584 | loss: 0.0310174 | val_loss: 0.0310525 | Time: 1497.92 ms
[2021-12-03 00:18:52 main:574] : INFO : Epoch 1585 | loss: 0.0309999 | val_loss: 0.0310558 | Time: 1509.69 ms
[2021-12-03 00:18:54 main:574] : INFO : Epoch 1586 | loss: 0.0309897 | val_loss: 0.0310551 | Time: 1524.28 ms
[2021-12-03 00:18:55 main:574] : INFO : Epoch 1587 | loss: 0.0309867 | val_loss: 0.0310578 | Time: 1516.58 ms
[2021-12-03 00:18:57 main:574] : INFO : Epoch 1588 | loss: 0.0309799 | val_loss: 0.0310622 | Time: 1524.53 ms
[2021-12-03 00:18:59 main:574] : INFO : Epoch 1589 | loss: 0.0309734 | val_loss: 0.0310661 | Time: 1505.91 ms
[2021-12-03 00:19:00 main:574] : INFO : Epoch 1590 | loss: 0.0309709 | val_loss: 0.031062 | Time: 1510.32 ms
[2021-12-03 00:19:02 main:574] : INFO : Epoch 1591 | loss: 0.0309714 | val_loss: 0.0310677 | Time: 1496.27 ms
[2021-12-03 00:19:03 main:574] : INFO : Epoch 1592 | loss: 0.0309698 | val_loss: 0.0310496 | Time: 1514.87 ms
[2021-12-03 00:19:05 main:574] : INFO : Epoch 1593 | loss: 0.0309687 | val_loss: 0.0310597 | Time: 1491 ms
[2021-12-03 00:19:06 main:574] : INFO : Epoch 1594 | loss: 0.0309702 | val_loss: 0.03106 | Time: 1504.32 ms
[2021-12-03 00:19:08 main:574] : INFO : Epoch 1595 | loss: 0.0309689 | val_loss: 0.0310625 | Time: 1487.7 ms
[2021-12-03 00:19:09 main:574] : INFO : Epoch 1596 | loss: 0.0309704 | val_loss: 0.0310733 | Time: 1517.18 ms
[2021-12-03 00:19:11 main:574] : INFO : Epoch 1597 | loss: 0.0309664 | val_loss: 0.0310631 | Time: 1510.8 ms
[2021-12-03 00:19:12 main:574] : INFO : Epoch 1598 | loss: 0.0309623 | val_loss: 0.0310649 | Time: 1507.83 ms
[2021-12-03 00:19:14 main:574] : INFO : Epoch 1599 | loss: 0.0309578 | val_loss: 0.0310646 | Time: 1530.26 ms
[2021-12-03 00:19:15 main:574] : INFO : Epoch 1600 | loss: 0.0309739 | val_loss: 0.0310627 | Time: 1522.47 ms
[2021-12-03 00:19:17 main:574] : INFO : Epoch 1601 | loss: 0.0309787 | val_loss: 0.0310713 | Time: 1485.99 ms
[2021-12-03 00:19:18 main:574] : INFO : Epoch 1602 | loss: 0.0309815 | val_loss: 0.0310592 | Time: 1502.61 ms
[2021-12-03 00:19:20 main:574] : INFO : Epoch 1603 | loss: 0.0309793 | val_loss: 0.0310662 | Time: 1497.64 ms
[2021-12-03 00:19:21 main:574] : INFO : Epoch 1604 | loss: 0.0309714 | val_loss: 0.0310565 | Time: 1500.47 ms
[2021-12-03 00:19:23 main:574] : INFO : Epoch 1605 | loss: 0.0309685 | val_loss: 0.0310526 | Time: 1502.18 ms
[2021-12-03 00:19:24 main:574] : INFO : Epoch 1606 | loss: 0.0309627 | val_loss: 0.0310621 | Time: 1506.42 ms
[2021-12-03 00:19:26 main:574] : INFO : Epoch 1607 | loss: 0.0309679 | val_loss: 0.0310585 | Time: 1508.22 ms
[2021-12-03 00:19:27 main:574] : INFO : Epoch 1608 | loss: 0.0309665 | val_loss: 0.0310735 | Time: 1517.57 ms
[2021-12-03 00:19:29 main:574] : INFO : Epoch 1609 | loss: 0.0309661 | val_loss: 0.0310678 | Time: 1497.12 ms
[2021-12-03 00:19:30 main:574] : INFO : Epoch 1610 | loss: 0.0309623 | val_loss: 0.0310606 | Time: 1527.41 ms
[2021-12-03 00:19:32 main:574] : INFO : Epoch 1611 | loss: 0.0309571 | val_loss: 0.0310616 | Time: 1502.46 ms
[2021-12-03 00:19:33 main:574] : INFO : Epoch 1612 | loss: 0.0309607 | val_loss: 0.0310752 | Time: 1533.86 ms
[2021-12-03 00:19:35 main:574] : INFO : Epoch 1613 | loss: 0.0309611 | val_loss: 0.031062 | Time: 1482.69 ms
[2021-12-03 00:19:36 main:574] : INFO : Epoch 1614 | loss: 0.0309552 | val_loss: 0.0310618 | Time: 1530.86 ms
[2021-12-03 00:19:38 main:574] : INFO : Epoch 1615 | loss: 0.0309625 | val_loss: 0.031071 | Time: 1505.48 ms
[2021-12-03 00:19:39 main:574] : INFO : Epoch 1616 | loss: 0.0309778 | val_loss: 0.0310492 | Time: 1500.31 ms
[2021-12-03 00:19:41 main:574] : INFO : Epoch 1617 | loss: 0.0309707 | val_loss: 0.0310573 | Time: 1493.25 ms
[2021-12-03 00:19:42 main:574] : INFO : Epoch 1618 | loss: 0.0309616 | val_loss: 0.0310703 | Time: 1505.48 ms
[2021-12-03 00:19:44 main:574] : INFO : Epoch 1619 | loss: 0.0309606 | val_loss: 0.0310667 | Time: 1497.53 ms
[2021-12-03 00:19:45 main:574] : INFO : Epoch 1620 | loss: 0.0309937 | val_loss: 0.0310907 | Time: 1497.23 ms
[2021-12-03 00:19:47 main:574] : INFO : Epoch 1621 | loss: 0.030989 | val_loss: 0.0310602 | Time: 1494.09 ms
[2021-12-03 00:19:48 main:574] : INFO : Epoch 1622 | loss: 0.0309754 | val_loss: 0.031063 | Time: 1499.54 ms
[2021-12-03 00:19:50 main:574] : INFO : Epoch 1623 | loss: 0.030966 | val_loss: 0.0310687 | Time: 1508.89 ms
[2021-12-03 00:19:51 main:574] : INFO : Epoch 1624 | loss: 0.0309559 | val_loss: 0.0310689 | Time: 1509.11 ms
[2021-12-03 00:19:53 main:574] : INFO : Epoch 1625 | loss: 0.0309534 | val_loss: 0.0310656 | Time: 1490.98 ms
[2021-12-03 00:19:54 main:574] : INFO : Epoch 1626 | loss: 0.0309757 | val_loss: 0.0310624 | Time: 1516.55 ms
[2021-12-03 00:19:56 main:574] : INFO : Epoch 1627 | loss: 0.0309816 | val_loss: 0.0310548 | Time: 1518.51 ms
[2021-12-03 00:19:57 main:574] : INFO : Epoch 1628 | loss: 0.030968 | val_loss: 0.0310692 | Time: 1487.02 ms
[2021-12-03 00:19:59 main:574] : INFO : Epoch 1629 | loss: 0.0309585 | val_loss: 0.031058 | Time: 1548.6 ms
[2021-12-03 00:20:01 main:574] : INFO : Epoch 1630 | loss: 0.0309566 | val_loss: 0.0310615 | Time: 1519.96 ms
[2021-12-03 00:20:02 main:574] : INFO : Epoch 1631 | loss: 0.0309609 | val_loss: 0.03106 | Time: 1511.5 ms
[2021-12-03 00:20:04 main:574] : INFO : Epoch 1632 | loss: 0.0309627 | val_loss: 0.0310742 | Time: 1519.52 ms
[2021-12-03 00:20:05 main:574] : INFO : Epoch 1633 | loss: 0.0309676 | val_loss: 0.0310646 | Time: 1507.41 ms
[2021-12-03 00:20:07 main:574] : INFO : Epoch 1634 | loss: 0.030963 | val_loss: 0.0310691 | Time: 1514.89 ms
[2021-12-03 00:20:08 main:574] : INFO : Epoch 1635 | loss: 0.0309653 | val_loss: 0.0310659 | Time: 1504.15 ms
[2021-12-03 00:20:10 main:574] : INFO : Epoch 1636 | loss: 0.0309658 | val_loss: 0.0310657 | Time: 1504.97 ms
[2021-12-03 00:20:11 main:574] : INFO : Epoch 1637 | loss: 0.0310143 | val_loss: 0.0311439 | Time: 1499.18 ms
[2021-12-03 00:20:13 main:574] : INFO : Epoch 1638 | loss: 0.0311745 | val_loss: 0.0312009 | Time: 1506.85 ms
[2021-12-03 00:20:14 main:574] : INFO : Epoch 1639 | loss: 0.0311972 | val_loss: 0.0311891 | Time: 1508.47 ms
[2021-12-03 00:20:16 main:574] : INFO : Epoch 1640 | loss: 0.0311805 | val_loss: 0.0311689 | Time: 1512.74 ms
[2021-12-03 00:20:17 main:574] : INFO : Epoch 1641 | loss: 0.031156 | val_loss: 0.0311424 | Time: 1515.03 ms
[2021-12-03 00:20:19 main:574] : INFO : Epoch 1642 | loss: 0.0311277 | val_loss: 0.0311274 | Time: 1527.75 ms
[2021-12-03 00:20:20 main:574] : INFO : Epoch 1643 | loss: 0.0311088 | val_loss: 0.0311084 | Time: 1487.31 ms
[2021-12-03 00:20:22 main:574] : INFO : Epoch 1644 | loss: 0.0310968 | val_loss: 0.0311032 | Time: 1506.4 ms
[2021-12-03 00:20:23 main:574] : INFO : Epoch 1645 | loss: 0.0310833 | val_loss: 0.0310964 | Time: 1516.21 ms
[2021-12-03 00:20:25 main:574] : INFO : Epoch 1646 | loss: 0.0310739 | val_loss: 0.0311042 | Time: 1478.52 ms
[2021-12-03 00:20:26 main:574] : INFO : Epoch 1647 | loss: 0.0310693 | val_loss: 0.0311019 | Time: 1490.97 ms
[2021-12-03 00:20:28 main:574] : INFO : Epoch 1648 | loss: 0.0310622 | val_loss: 0.0310943 | Time: 1518.2 ms
[2021-12-03 00:20:29 main:574] : INFO : Epoch 1649 | loss: 0.0310539 | val_loss: 0.0310863 | Time: 1494.24 ms
[2021-12-03 00:20:31 main:574] : INFO : Epoch 1650 | loss: 0.0310453 | val_loss: 0.0310796 | Time: 1498.1 ms
[2021-12-03 00:20:32 main:574] : INFO : Epoch 1651 | loss: 0.0310349 | val_loss: 0.0310732 | Time: 1484.02 ms
[2021-12-03 00:20:34 main:574] : INFO : Epoch 1652 | loss: 0.0310261 | val_loss: 0.0310636 | Time: 1505.43 ms
[2021-12-03 00:20:35 main:574] : INFO : Epoch 1653 | loss: 0.0310168 | val_loss: 0.0310681 | Time: 1513.45 ms
[2021-12-03 00:20:37 main:574] : INFO : Epoch 1654 | loss: 0.0310214 | val_loss: 0.0310549 | Time: 1503.58 ms
[2021-12-03 00:20:38 main:574] : INFO : Epoch 1655 | loss: 0.031006 | val_loss: 0.0310664 | Time: 1482.34 ms
[2021-12-03 00:20:40 main:574] : INFO : Epoch 1656 | loss: 0.0309996 | val_loss: 0.0310589 | Time: 1499.14 ms
[2021-12-03 00:20:41 main:574] : INFO : Epoch 1657 | loss: 0.030993 | val_loss: 0.031061 | Time: 1484.54 ms
[2021-12-03 00:20:43 main:574] : INFO : Epoch 1658 | loss: 0.0309859 | val_loss: 0.0310587 | Time: 1520.39 ms
[2021-12-03 00:20:44 main:574] : INFO : Epoch 1659 | loss: 0.0309866 | val_loss: 0.0310499 | Time: 1494.24 ms
[2021-12-03 00:20:46 main:574] : INFO : Epoch 1660 | loss: 0.030988 | val_loss: 0.0310748 | Time: 1483.16 ms
[2021-12-03 00:20:47 main:574] : INFO : Epoch 1661 | loss: 0.0309821 | val_loss: 0.0310531 | Time: 1507.15 ms
[2021-12-03 00:20:49 main:574] : INFO : Epoch 1662 | loss: 0.0309827 | val_loss: 0.0310619 | Time: 1479.37 ms
[2021-12-03 00:20:50 main:574] : INFO : Epoch 1663 | loss: 0.0309793 | val_loss: 0.0310688 | Time: 1497.27 ms
[2021-12-03 00:20:52 main:574] : INFO : Epoch 1664 | loss: 0.0309725 | val_loss: 0.0310629 | Time: 1498.83 ms
[2021-12-03 00:20:53 main:574] : INFO : Epoch 1665 | loss: 0.0309712 | val_loss: 0.0310716 | Time: 1508.31 ms
[2021-12-03 00:20:55 main:574] : INFO : Epoch 1666 | loss: 0.0309797 | val_loss: 0.0310593 | Time: 1506.34 ms
[2021-12-03 00:20:56 main:574] : INFO : Epoch 1667 | loss: 0.0309826 | val_loss: 0.031051 | Time: 1494.4 ms
[2021-12-03 00:20:58 main:574] : INFO : Epoch 1668 | loss: 0.0309754 | val_loss: 0.0310544 | Time: 1494.2 ms
[2021-12-03 00:20:59 main:574] : INFO : Epoch 1669 | loss: 0.0309695 | val_loss: 0.0310595 | Time: 1541.28 ms
[2021-12-03 00:21:01 main:574] : INFO : Epoch 1670 | loss: 0.0309746 | val_loss: 0.0310623 | Time: 1517.89 ms
[2021-12-03 00:21:02 main:574] : INFO : Epoch 1671 | loss: 0.0309788 | val_loss: 0.0310633 | Time: 1494.95 ms
[2021-12-03 00:21:04 main:574] : INFO : Epoch 1672 | loss: 0.0309732 | val_loss: 0.0310539 | Time: 1508.16 ms
[2021-12-03 00:21:05 main:574] : INFO : Epoch 1673 | loss: 0.0309645 | val_loss: 0.0310656 | Time: 1512.48 ms
[2021-12-03 00:21:07 main:574] : INFO : Epoch 1674 | loss: 0.0309619 | val_loss: 0.0310631 | Time: 1493.78 ms
[2021-12-03 00:21:08 main:574] : INFO : Epoch 1675 | loss: 0.0309625 | val_loss: 0.0310647 | Time: 1491.44 ms
[2021-12-03 00:21:10 main:574] : INFO : Epoch 1676 | loss: 0.0309698 | val_loss: 0.0310679 | Time: 1508.41 ms
[2021-12-03 00:21:12 main:574] : INFO : Epoch 1677 | loss: 0.030969 | val_loss: 0.0310595 | Time: 1505.87 ms
[2021-12-03 00:21:13 main:574] : INFO : Epoch 1678 | loss: 0.0309879 | val_loss: 0.0310637 | Time: 1488.87 ms
[2021-12-03 00:21:15 main:574] : INFO : Epoch 1679 | loss: 0.0309889 | val_loss: 0.0310533 | Time: 1503.25 ms
[2021-12-03 00:21:16 main:574] : INFO : Epoch 1680 | loss: 0.0309829 | val_loss: 0.0310618 | Time: 1500.53 ms
[2021-12-03 00:21:18 main:574] : INFO : Epoch 1681 | loss: 0.0309738 | val_loss: 0.0310629 | Time: 1500.41 ms
[2021-12-03 00:21:19 main:574] : INFO : Epoch 1682 | loss: 0.0309789 | val_loss: 0.0310646 | Time: 1507 ms
[2021-12-03 00:21:21 main:574] : INFO : Epoch 1683 | loss: 0.0309903 | val_loss: 0.0310689 | Time: 1508.01 ms
[2021-12-03 00:21:22 main:574] : INFO : Epoch 1684 | loss: 0.0309747 | val_loss: 0.0310612 | Time: 1521.31 ms
[2021-12-03 00:21:24 main:574] : INFO : Epoch 1685 | loss: 0.0309722 | val_loss: 0.0310471 | Time: 1496.48 ms
[2021-12-03 00:21:25 main:574] : INFO : Epoch 1686 | loss: 0.0309757 | val_loss: 0.0310497 | Time: 1494.03 ms
[2021-12-03 00:21:27 main:574] : INFO : Epoch 1687 | loss: 0.0309721 | val_loss: 0.0310449 | Time: 1520.79 ms
[2021-12-03 00:21:28 main:574] : INFO : Epoch 1688 | loss: 0.030967 | val_loss: 0.0310456 | Time: 1507.81 ms
[2021-12-03 00:21:30 main:574] : INFO : Epoch 1689 | loss: 0.0309706 | val_loss: 0.0310478 | Time: 1496.19 ms
[2021-12-03 00:21:31 main:574] : INFO : Epoch 1690 | loss: 0.0309905 | val_loss: 0.0310673 | Time: 1501.47 ms
[2021-12-03 00:21:33 main:574] : INFO : Epoch 1691 | loss: 0.030995 | val_loss: 0.0310599 | Time: 1494.72 ms
[2021-12-03 00:21:34 main:574] : INFO : Epoch 1692 | loss: 0.030986 | val_loss: 0.0310588 | Time: 1497.23 ms
[2021-12-03 00:21:36 main:574] : INFO : Epoch 1693 | loss: 0.0309742 | val_loss: 0.0310579 | Time: 1508.23 ms
[2021-12-03 00:21:37 main:574] : INFO : Epoch 1694 | loss: 0.0309784 | val_loss: 0.0310693 | Time: 1479.14 ms
[2021-12-03 00:21:39 main:574] : INFO : Epoch 1695 | loss: 0.0309759 | val_loss: 0.0310485 | Time: 1514.32 ms
[2021-12-03 00:21:40 main:574] : INFO : Epoch 1696 | loss: 0.0309682 | val_loss: 0.0310507 | Time: 1503.56 ms
[2021-12-03 00:21:42 main:574] : INFO : Epoch 1697 | loss: 0.030969 | val_loss: 0.0310526 | Time: 1499.34 ms
[2021-12-03 00:21:43 main:574] : INFO : Epoch 1698 | loss: 0.0309656 | val_loss: 0.0310629 | Time: 1519.6 ms
[2021-12-03 00:21:45 main:574] : INFO : Epoch 1699 | loss: 0.0309714 | val_loss: 0.0310545 | Time: 1512.58 ms
[2021-12-03 00:21:46 main:574] : INFO : Epoch 1700 | loss: 0.0309643 | val_loss: 0.0310556 | Time: 1503.85 ms
[2021-12-03 00:21:48 main:574] : INFO : Epoch 1701 | loss: 0.0309593 | val_loss: 0.0310703 | Time: 1513.68 ms
[2021-12-03 00:21:49 main:574] : INFO : Epoch 1702 | loss: 0.0309546 | val_loss: 0.0310669 | Time: 1485.12 ms
[2021-12-03 00:21:51 main:574] : INFO : Epoch 1703 | loss: 0.0309552 | val_loss: 0.0310624 | Time: 1487.88 ms
[2021-12-03 00:21:52 main:574] : INFO : Epoch 1704 | loss: 0.0309583 | val_loss: 0.0310593 | Time: 1493.73 ms
[2021-12-03 00:21:54 main:574] : INFO : Epoch 1705 | loss: 0.0309566 | val_loss: 0.0310663 | Time: 1499.9 ms
[2021-12-03 00:21:55 main:574] : INFO : Epoch 1706 | loss: 0.0309607 | val_loss: 0.0310564 | Time: 1503.5 ms
[2021-12-03 00:21:57 main:574] : INFO : Epoch 1707 | loss: 0.0309945 | val_loss: 0.0310553 | Time: 1494.94 ms
[2021-12-03 00:21:58 main:574] : INFO : Epoch 1708 | loss: 0.0309932 | val_loss: 0.0310513 | Time: 1489.85 ms
[2021-12-03 00:22:00 main:574] : INFO : Epoch 1709 | loss: 0.0309853 | val_loss: 0.031044 | Time: 1513.47 ms
[2021-12-03 00:22:01 main:574] : INFO : Epoch 1710 | loss: 0.0309748 | val_loss: 0.0310569 | Time: 1503.89 ms
[2021-12-03 00:22:03 main:574] : INFO : Epoch 1711 | loss: 0.0309839 | val_loss: 0.0310435 | Time: 1479.88 ms
[2021-12-03 00:22:04 main:574] : INFO : Epoch 1712 | loss: 0.0309834 | val_loss: 0.0310587 | Time: 1505.86 ms
[2021-12-03 00:22:06 main:574] : INFO : Epoch 1713 | loss: 0.0309731 | val_loss: 0.0310495 | Time: 1511.03 ms
[2021-12-03 00:22:07 main:574] : INFO : Epoch 1714 | loss: 0.0309632 | val_loss: 0.0310508 | Time: 1494.87 ms
[2021-12-03 00:22:09 main:574] : INFO : Epoch 1715 | loss: 0.030963 | val_loss: 0.031045 | Time: 1489.58 ms
[2021-12-03 00:22:10 main:574] : INFO : Epoch 1716 | loss: 0.0309597 | val_loss: 0.0310591 | Time: 1502.71 ms
[2021-12-03 00:22:12 main:574] : INFO : Epoch 1717 | loss: 0.0309645 | val_loss: 0.0310489 | Time: 1480.03 ms
[2021-12-03 00:22:13 main:574] : INFO : Epoch 1718 | loss: 0.0309623 | val_loss: 0.0310589 | Time: 1525.98 ms
[2021-12-03 00:22:15 main:574] : INFO : Epoch 1719 | loss: 0.030964 | val_loss: 0.0310567 | Time: 1492.2 ms
[2021-12-03 00:22:16 main:574] : INFO : Epoch 1720 | loss: 0.0309721 | val_loss: 0.0310623 | Time: 1482.47 ms
[2021-12-03 00:22:18 main:574] : INFO : Epoch 1721 | loss: 0.0310271 | val_loss: 0.0310842 | Time: 1500.97 ms
[2021-12-03 00:22:19 main:574] : INFO : Epoch 1722 | loss: 0.03106 | val_loss: 0.0310766 | Time: 1491.15 ms
[2021-12-03 00:22:21 main:574] : INFO : Epoch 1723 | loss: 0.0310335 | val_loss: 0.0310531 | Time: 1492.02 ms
[2021-12-03 00:22:22 main:574] : INFO : Epoch 1724 | loss: 0.031011 | val_loss: 0.0310548 | Time: 1508.92 ms
[2021-12-03 00:22:24 main:574] : INFO : Epoch 1725 | loss: 0.0309961 | val_loss: 0.0310459 | Time: 1497.51 ms
[2021-12-03 00:22:25 main:574] : INFO : Epoch 1726 | loss: 0.030984 | val_loss: 0.0310571 | Time: 1492.2 ms
[2021-12-03 00:22:27 main:574] : INFO : Epoch 1727 | loss: 0.0309791 | val_loss: 0.0310577 | Time: 1503.16 ms
[2021-12-03 00:22:28 main:574] : INFO : Epoch 1728 | loss: 0.0309746 | val_loss: 0.0310556 | Time: 1496.15 ms
[2021-12-03 00:22:30 main:574] : INFO : Epoch 1729 | loss: 0.0309708 | val_loss: 0.0310498 | Time: 1510.46 ms
[2021-12-03 00:22:31 main:574] : INFO : Epoch 1730 | loss: 0.0309716 | val_loss: 0.0310718 | Time: 1505.11 ms
[2021-12-03 00:22:33 main:574] : INFO : Epoch 1731 | loss: 0.0310067 | val_loss: 0.0310441 | Time: 1502.44 ms
[2021-12-03 00:22:34 main:574] : INFO : Epoch 1732 | loss: 0.030995 | val_loss: 0.0310435 | Time: 1502.76 ms
[2021-12-03 00:22:36 main:574] : INFO : Epoch 1733 | loss: 0.0309828 | val_loss: 0.0310445 | Time: 1498.62 ms
[2021-12-03 00:22:37 main:574] : INFO : Epoch 1734 | loss: 0.0309752 | val_loss: 0.0310475 | Time: 1500.89 ms
[2021-12-03 00:22:39 main:574] : INFO : Epoch 1735 | loss: 0.0309705 | val_loss: 0.0310558 | Time: 1509.43 ms
[2021-12-03 00:22:40 main:574] : INFO : Epoch 1736 | loss: 0.0309828 | val_loss: 0.0310505 | Time: 1508.12 ms
[2021-12-03 00:22:42 main:574] : INFO : Epoch 1737 | loss: 0.0309813 | val_loss: 0.0310496 | Time: 1496.09 ms
[2021-12-03 00:22:43 main:574] : INFO : Epoch 1738 | loss: 0.0310005 | val_loss: 0.0310431 | Time: 1491.25 ms
[2021-12-03 00:22:45 main:574] : INFO : Epoch 1739 | loss: 0.0309936 | val_loss: 0.0310497 | Time: 1503.08 ms
[2021-12-03 00:22:46 main:574] : INFO : Epoch 1740 | loss: 0.0309827 | val_loss: 0.0310453 | Time: 1507.26 ms
[2021-12-03 00:22:48 main:574] : INFO : Epoch 1741 | loss: 0.0309785 | val_loss: 0.0310462 | Time: 1512.7 ms
[2021-12-03 00:22:49 main:574] : INFO : Epoch 1742 | loss: 0.0309682 | val_loss: 0.0310481 | Time: 1489.57 ms
[2021-12-03 00:22:51 main:574] : INFO : Epoch 1743 | loss: 0.0309656 | val_loss: 0.0310598 | Time: 1496.93 ms
[2021-12-03 00:22:52 main:574] : INFO : Epoch 1744 | loss: 0.0309687 | val_loss: 0.0310462 | Time: 1490.59 ms
[2021-12-03 00:22:54 main:574] : INFO : Epoch 1745 | loss: 0.0309685 | val_loss: 0.0310466 | Time: 1511.39 ms
[2021-12-03 00:22:55 main:574] : INFO : Epoch 1746 | loss: 0.0309604 | val_loss: 0.0310665 | Time: 1501.05 ms
[2021-12-03 00:22:57 main:574] : INFO : Epoch 1747 | loss: 0.0309691 | val_loss: 0.031058 | Time: 1496.82 ms
[2021-12-03 00:22:59 main:574] : INFO : Epoch 1748 | loss: 0.0309611 | val_loss: 0.0310527 | Time: 1518.42 ms
[2021-12-03 00:23:00 main:574] : INFO : Epoch 1749 | loss: 0.0309551 | val_loss: 0.0310544 | Time: 1509.12 ms
[2021-12-03 00:23:02 main:574] : INFO : Epoch 1750 | loss: 0.0309511 | val_loss: 0.0310599 | Time: 1472.05 ms
[2021-12-03 00:23:03 main:574] : INFO : Epoch 1751 | loss: 0.0309564 | val_loss: 0.0310506 | Time: 1497.05 ms
[2021-12-03 00:23:05 main:574] : INFO : Epoch 1752 | loss: 0.0309545 | val_loss: 0.0310584 | Time: 1529.76 ms
[2021-12-03 00:23:06 main:574] : INFO : Epoch 1753 | loss: 0.0309518 | val_loss: 0.0310513 | Time: 1526.34 ms
[2021-12-03 00:23:08 main:574] : INFO : Epoch 1754 | loss: 0.0309491 | val_loss: 0.0310499 | Time: 1493.36 ms
[2021-12-03 00:23:09 main:574] : INFO : Epoch 1755 | loss: 0.0309489 | val_loss: 0.0310618 | Time: 1513.44 ms
[2021-12-03 00:23:11 main:574] : INFO : Epoch 1756 | loss: 0.03095 | val_loss: 0.0310464 | Time: 1504.37 ms
[2021-12-03 00:23:12 main:574] : INFO : Epoch 1757 | loss: 0.0309508 | val_loss: 0.0310564 | Time: 1522.68 ms
[2021-12-03 00:23:14 main:574] : INFO : Epoch 1758 | loss: 0.0309503 | val_loss: 0.0310451 | Time: 1504.48 ms
[2021-12-03 00:23:15 main:574] : INFO : Epoch 1759 | loss: 0.0309509 | val_loss: 0.0310616 | Time: 1486.72 ms
[2021-12-03 00:23:17 main:574] : INFO : Epoch 1760 | loss: 0.0309502 | val_loss: 0.0310587 | Time: 1493.19 ms
[2021-12-03 00:23:18 main:574] : INFO : Epoch 1761 | loss: 0.0309503 | val_loss: 0.0310578 | Time: 1502.07 ms
[2021-12-03 00:23:20 main:574] : INFO : Epoch 1762 | loss: 0.0309536 | val_loss: 0.0310596 | Time: 1502.11 ms
[2021-12-03 00:23:21 main:574] : INFO : Epoch 1763 | loss: 0.0309608 | val_loss: 0.0310414 | Time: 1498.03 ms
[2021-12-03 00:23:23 main:574] : INFO : Epoch 1764 | loss: 0.0309595 | val_loss: 0.0310601 | Time: 1490.04 ms
[2021-12-03 00:23:24 main:574] : INFO : Epoch 1765 | loss: 0.0309635 | val_loss: 0.0310554 | Time: 1504.07 ms
[2021-12-03 00:23:26 main:574] : INFO : Epoch 1766 | loss: 0.0309707 | val_loss: 0.0310602 | Time: 1500.53 ms
[2021-12-03 00:23:27 main:574] : INFO : Epoch 1767 | loss: 0.0309757 | val_loss: 0.0310508 | Time: 1501.89 ms
[2021-12-03 00:23:29 main:574] : INFO : Epoch 1768 | loss: 0.0309783 | val_loss: 0.0310522 | Time: 1506.07 ms
[2021-12-03 00:23:30 main:574] : INFO : Epoch 1769 | loss: 0.0309662 | val_loss: 0.0310637 | Time: 1526.97 ms
[2021-12-03 00:23:32 main:574] : INFO : Epoch 1770 | loss: 0.0309644 | val_loss: 0.0310652 | Time: 1511.1 ms
[2021-12-03 00:23:33 main:574] : INFO : Epoch 1771 | loss: 0.0309592 | val_loss: 0.0310643 | Time: 1505.01 ms
[2021-12-03 00:23:35 main:574] : INFO : Epoch 1772 | loss: 0.0309586 | val_loss: 0.0310577 | Time: 1493.93 ms
[2021-12-03 00:23:36 main:574] : INFO : Epoch 1773 | loss: 0.0309675 | val_loss: 0.0310532 | Time: 1498.94 ms
[2021-12-03 00:23:38 main:574] : INFO : Epoch 1774 | loss: 0.0309714 | val_loss: 0.0310514 | Time: 1501.23 ms
[2021-12-03 00:23:39 main:574] : INFO : Epoch 1775 | loss: 0.0309693 | val_loss: 0.0310562 | Time: 1511.73 ms
[2021-12-03 00:23:41 main:574] : INFO : Epoch 1776 | loss: 0.0309598 | val_loss: 0.0310595 | Time: 1482.67 ms
[2021-12-03 00:23:42 main:574] : INFO : Epoch 1777 | loss: 0.030961 | val_loss: 0.0310471 | Time: 1502.49 ms
[2021-12-03 00:23:44 main:574] : INFO : Epoch 1778 | loss: 0.0309853 | val_loss: 0.0310655 | Time: 1511.99 ms
[2021-12-03 00:23:45 main:574] : INFO : Epoch 1779 | loss: 0.031055 | val_loss: 0.0310725 | Time: 1500.01 ms
[2021-12-03 00:23:47 main:574] : INFO : Epoch 1780 | loss: 0.0310221 | val_loss: 0.0310559 | Time: 1504.94 ms
[2021-12-03 00:23:48 main:574] : INFO : Epoch 1781 | loss: 0.0310006 | val_loss: 0.0310483 | Time: 1492.15 ms
[2021-12-03 00:23:50 main:574] : INFO : Epoch 1782 | loss: 0.0309825 | val_loss: 0.0310579 | Time: 1515.72 ms
[2021-12-03 00:23:51 main:574] : INFO : Epoch 1783 | loss: 0.0309714 | val_loss: 0.0310438 | Time: 1500.06 ms
[2021-12-03 00:23:53 main:574] : INFO : Epoch 1784 | loss: 0.0309708 | val_loss: 0.0310439 | Time: 1497.3 ms
[2021-12-03 00:23:54 main:574] : INFO : Epoch 1785 | loss: 0.0309714 | val_loss: 0.0310466 | Time: 1518.91 ms
[2021-12-03 00:23:56 main:574] : INFO : Epoch 1786 | loss: 0.0309653 | val_loss: 0.031066 | Time: 1520.92 ms
[2021-12-03 00:23:57 main:574] : INFO : Epoch 1787 | loss: 0.0309704 | val_loss: 0.0310453 | Time: 1520.64 ms
[2021-12-03 00:23:59 main:574] : INFO : Epoch 1788 | loss: 0.030973 | val_loss: 0.0310506 | Time: 1474.38 ms
[2021-12-03 00:24:00 main:574] : INFO : Epoch 1789 | loss: 0.0309893 | val_loss: 0.031039 | Time: 1476.98 ms
[2021-12-03 00:24:02 main:574] : INFO : Epoch 1790 | loss: 0.03098 | val_loss: 0.0310384 | Time: 1496.68 ms
[2021-12-03 00:24:03 main:574] : INFO : Epoch 1791 | loss: 0.03097 | val_loss: 0.0310404 | Time: 1523.75 ms
[2021-12-03 00:24:05 main:574] : INFO : Epoch 1792 | loss: 0.030971 | val_loss: 0.0310434 | Time: 1468.36 ms
[2021-12-03 00:24:06 main:574] : INFO : Epoch 1793 | loss: 0.0309658 | val_loss: 0.031039 | Time: 1499.47 ms
[2021-12-03 00:24:08 main:574] : INFO : Epoch 1794 | loss: 0.0309587 | val_loss: 0.0310314 | Time: 1489.26 ms
[2021-12-03 00:24:09 main:574] : INFO : Epoch 1795 | loss: 0.0309549 | val_loss: 0.0310454 | Time: 1532.5 ms
[2021-12-03 00:24:11 main:574] : INFO : Epoch 1796 | loss: 0.030954 | val_loss: 0.0310519 | Time: 1485.71 ms
[2021-12-03 00:24:12 main:574] : INFO : Epoch 1797 | loss: 0.0309523 | val_loss: 0.03106 | Time: 1477.06 ms
[2021-12-03 00:24:14 main:574] : INFO : Epoch 1798 | loss: 0.0309582 | val_loss: 0.0310525 | Time: 1511.95 ms
[2021-12-03 00:24:15 main:574] : INFO : Epoch 1799 | loss: 0.0309612 | val_loss: 0.0310597 | Time: 1504.1 ms
[2021-12-03 00:24:17 main:574] : INFO : Epoch 1800 | loss: 0.0309614 | val_loss: 0.0310463 | Time: 1512.89 ms
[2021-12-03 00:24:18 main:574] : INFO : Epoch 1801 | loss: 0.030959 | val_loss: 0.031054 | Time: 1466.22 ms
[2021-12-03 00:24:20 main:574] : INFO : Epoch 1802 | loss: 0.0309589 | val_loss: 0.0310451 | Time: 1509.09 ms
[2021-12-03 00:24:21 main:574] : INFO : Epoch 1803 | loss: 0.0309532 | val_loss: 0.0310535 | Time: 1456.07 ms
[2021-12-03 00:24:23 main:574] : INFO : Epoch 1804 | loss: 0.0309517 | val_loss: 0.0310549 | Time: 1492.23 ms
[2021-12-03 00:24:24 main:574] : INFO : Epoch 1805 | loss: 0.030949 | val_loss: 0.0310616 | Time: 1505.25 ms
[2021-12-03 00:24:26 main:574] : INFO : Epoch 1806 | loss: 0.0309557 | val_loss: 0.0310562 | Time: 1492.78 ms
[2021-12-03 00:24:27 main:574] : INFO : Epoch 1807 | loss: 0.0309493 | val_loss: 0.031057 | Time: 1485.72 ms
[2021-12-03 00:24:29 main:574] : INFO : Epoch 1808 | loss: 0.0309495 | val_loss: 0.0310562 | Time: 1491.54 ms
[2021-12-03 00:24:30 main:574] : INFO : Epoch 1809 | loss: 0.0309484 | val_loss: 0.0310649 | Time: 1515.88 ms
[2021-12-03 00:24:32 main:574] : INFO : Epoch 1810 | loss: 0.0309495 | val_loss: 0.0310544 | Time: 1503.72 ms
[2021-12-03 00:24:33 main:574] : INFO : Epoch 1811 | loss: 0.030954 | val_loss: 0.0310549 | Time: 1503.09 ms
[2021-12-03 00:24:35 main:574] : INFO : Epoch 1812 | loss: 0.0309512 | val_loss: 0.0310501 | Time: 1523.37 ms
[2021-12-03 00:24:37 main:574] : INFO : Epoch 1813 | loss: 0.0309669 | val_loss: 0.0310506 | Time: 1525 ms
[2021-12-03 00:24:38 main:574] : INFO : Epoch 1814 | loss: 0.0309696 | val_loss: 0.0310696 | Time: 1514.03 ms
[2021-12-03 00:24:40 main:574] : INFO : Epoch 1815 | loss: 0.030956 | val_loss: 0.0310588 | Time: 1494.29 ms
[2021-12-03 00:24:41 main:574] : INFO : Epoch 1816 | loss: 0.0309556 | val_loss: 0.031066 | Time: 1489.22 ms
[2021-12-03 00:24:43 main:574] : INFO : Epoch 1817 | loss: 0.0309589 | val_loss: 0.0310643 | Time: 1494.93 ms
[2021-12-03 00:24:44 main:574] : INFO : Epoch 1818 | loss: 0.0309556 | val_loss: 0.0310671 | Time: 1515.62 ms
[2021-12-03 00:24:46 main:574] : INFO : Epoch 1819 | loss: 0.0309636 | val_loss: 0.0310524 | Time: 1500.88 ms
[2021-12-03 00:24:47 main:574] : INFO : Epoch 1820 | loss: 0.0309556 | val_loss: 0.0310472 | Time: 1497.83 ms
[2021-12-03 00:24:49 main:574] : INFO : Epoch 1821 | loss: 0.0309838 | val_loss: 0.0310877 | Time: 1498.62 ms
[2021-12-03 00:24:50 main:574] : INFO : Epoch 1822 | loss: 0.0310301 | val_loss: 0.0310689 | Time: 1509.62 ms
[2021-12-03 00:24:52 main:574] : INFO : Epoch 1823 | loss: 0.0310031 | val_loss: 0.0310628 | Time: 1478.45 ms
[2021-12-03 00:24:53 main:574] : INFO : Epoch 1824 | loss: 0.0309886 | val_loss: 0.0310563 | Time: 1501.73 ms
[2021-12-03 00:24:55 main:574] : INFO : Epoch 1825 | loss: 0.0309793 | val_loss: 0.0310459 | Time: 1512.88 ms
[2021-12-03 00:24:56 main:574] : INFO : Epoch 1826 | loss: 0.0309954 | val_loss: 0.0310789 | Time: 1497.1 ms
[2021-12-03 00:24:58 main:574] : INFO : Epoch 1827 | loss: 0.0309741 | val_loss: 0.0310621 | Time: 1504.3 ms
[2021-12-03 00:24:59 main:574] : INFO : Epoch 1828 | loss: 0.0309666 | val_loss: 0.031042 | Time: 1538.13 ms
[2021-12-03 00:25:01 main:574] : INFO : Epoch 1829 | loss: 0.030961 | val_loss: 0.0310408 | Time: 1521.51 ms
[2021-12-03 00:25:02 main:574] : INFO : Epoch 1830 | loss: 0.030955 | val_loss: 0.0310528 | Time: 1528.12 ms
[2021-12-03 00:25:04 main:574] : INFO : Epoch 1831 | loss: 0.0309534 | val_loss: 0.0310435 | Time: 1483.54 ms
[2021-12-03 00:25:05 main:574] : INFO : Epoch 1832 | loss: 0.030948 | val_loss: 0.0310402 | Time: 1486.8 ms
[2021-12-03 00:25:07 main:574] : INFO : Epoch 1833 | loss: 0.0309471 | val_loss: 0.0310521 | Time: 1492.06 ms
[2021-12-03 00:25:08 main:574] : INFO : Epoch 1834 | loss: 0.0309552 | val_loss: 0.0310558 | Time: 1486.29 ms
[2021-12-03 00:25:10 main:574] : INFO : Epoch 1835 | loss: 0.030954 | val_loss: 0.0310472 | Time: 1503.94 ms
[2021-12-03 00:25:11 main:574] : INFO : Epoch 1836 | loss: 0.0309659 | val_loss: 0.0310416 | Time: 1502.18 ms
[2021-12-03 00:25:13 main:574] : INFO : Epoch 1837 | loss: 0.0309724 | val_loss: 0.0310435 | Time: 1502.54 ms
[2021-12-03 00:25:14 main:574] : INFO : Epoch 1838 | loss: 0.030973 | val_loss: 0.0310598 | Time: 1486.01 ms
[2021-12-03 00:25:16 main:574] : INFO : Epoch 1839 | loss: 0.0309644 | val_loss: 0.0310569 | Time: 1486.59 ms
[2021-12-03 00:25:17 main:574] : INFO : Epoch 1840 | loss: 0.0309641 | val_loss: 0.0310481 | Time: 1495.35 ms
[2021-12-03 00:25:19 main:574] : INFO : Epoch 1841 | loss: 0.0309555 | val_loss: 0.0310594 | Time: 1504.22 ms
[2021-12-03 00:25:20 main:574] : INFO : Epoch 1842 | loss: 0.0309644 | val_loss: 0.0310528 | Time: 1499.84 ms
[2021-12-03 00:25:22 main:574] : INFO : Epoch 1843 | loss: 0.0309688 | val_loss: 0.0310508 | Time: 1500.89 ms
[2021-12-03 00:25:23 main:574] : INFO : Epoch 1844 | loss: 0.0309595 | val_loss: 0.031049 | Time: 1503.56 ms
[2021-12-03 00:25:25 main:574] : INFO : Epoch 1845 | loss: 0.0309578 | val_loss: 0.031042 | Time: 1491.98 ms
[2021-12-03 00:25:26 main:574] : INFO : Epoch 1846 | loss: 0.0309546 | val_loss: 0.0310513 | Time: 1502.63 ms
[2021-12-03 00:25:28 main:574] : INFO : Epoch 1847 | loss: 0.0309512 | val_loss: 0.0310569 | Time: 1496.55 ms
[2021-12-03 00:25:29 main:574] : INFO : Epoch 1848 | loss: 0.0309589 | val_loss: 0.0310592 | Time: 1489.62 ms
[2021-12-03 00:25:31 main:574] : INFO : Epoch 1849 | loss: 0.0309597 | val_loss: 0.0310426 | Time: 1495.77 ms
[2021-12-03 00:25:32 main:574] : INFO : Epoch 1850 | loss: 0.0310257 | val_loss: 0.0310488 | Time: 1490.76 ms
[2021-12-03 00:25:34 main:574] : INFO : Epoch 1851 | loss: 0.0309978 | val_loss: 0.0310579 | Time: 1480.42 ms
[2021-12-03 00:25:35 main:574] : INFO : Epoch 1852 | loss: 0.0309691 | val_loss: 0.0310614 | Time: 1487.2 ms
[2021-12-03 00:25:37 main:574] : INFO : Epoch 1853 | loss: 0.0309718 | val_loss: 0.0310551 | Time: 1499.33 ms
[2021-12-03 00:25:38 main:574] : INFO : Epoch 1854 | loss: 0.030962 | val_loss: 0.0310493 | Time: 1493.43 ms
[2021-12-03 00:25:40 main:574] : INFO : Epoch 1855 | loss: 0.0309582 | val_loss: 0.0310695 | Time: 1486.32 ms
[2021-12-03 00:25:41 main:574] : INFO : Epoch 1856 | loss: 0.0309534 | val_loss: 0.0310494 | Time: 1493.78 ms
[2021-12-03 00:25:43 main:574] : INFO : Epoch 1857 | loss: 0.0309674 | val_loss: 0.0310436 | Time: 1515.5 ms
[2021-12-03 00:25:44 main:574] : INFO : Epoch 1858 | loss: 0.0309771 | val_loss: 0.0310522 | Time: 1487.2 ms
[2021-12-03 00:25:46 main:574] : INFO : Epoch 1859 | loss: 0.030966 | val_loss: 0.0310532 | Time: 1491.66 ms
[2021-12-03 00:25:47 main:574] : INFO : Epoch 1860 | loss: 0.0309578 | val_loss: 0.0310395 | Time: 1464.33 ms
[2021-12-03 00:25:49 main:574] : INFO : Epoch 1861 | loss: 0.0309513 | val_loss: 0.0310506 | Time: 1497.56 ms
[2021-12-03 00:25:50 main:574] : INFO : Epoch 1862 | loss: 0.0309623 | val_loss: 0.0310449 | Time: 1482.71 ms
[2021-12-03 00:25:52 main:574] : INFO : Epoch 1863 | loss: 0.0309804 | val_loss: 0.0310586 | Time: 1487.71 ms
[2021-12-03 00:25:53 main:574] : INFO : Epoch 1864 | loss: 0.0309724 | val_loss: 0.0310555 | Time: 1506.83 ms
[2021-12-03 00:25:55 main:574] : INFO : Epoch 1865 | loss: 0.0309635 | val_loss: 0.0310625 | Time: 1497.73 ms
[2021-12-03 00:25:56 main:574] : INFO : Epoch 1866 | loss: 0.0309834 | val_loss: 0.0310612 | Time: 1504.67 ms
[2021-12-03 00:25:58 main:574] : INFO : Epoch 1867 | loss: 0.0309851 | val_loss: 0.0310559 | Time: 1503.05 ms
[2021-12-03 00:25:59 main:574] : INFO : Epoch 1868 | loss: 0.0309718 | val_loss: 0.0310491 | Time: 1500.52 ms
[2021-12-03 00:26:01 main:574] : INFO : Epoch 1869 | loss: 0.0309636 | val_loss: 0.0310431 | Time: 1514.4 ms
[2021-12-03 00:26:02 main:574] : INFO : Epoch 1870 | loss: 0.0309601 | val_loss: 0.0310482 | Time: 1506.99 ms
[2021-12-03 00:26:04 main:574] : INFO : Epoch 1871 | loss: 0.0309671 | val_loss: 0.0310435 | Time: 1501.86 ms
[2021-12-03 00:26:05 main:574] : INFO : Epoch 1872 | loss: 0.0309608 | val_loss: 0.0310532 | Time: 1490.97 ms
[2021-12-03 00:26:07 main:574] : INFO : Epoch 1873 | loss: 0.0309601 | val_loss: 0.031049 | Time: 1491.25 ms
[2021-12-03 00:26:08 main:574] : INFO : Epoch 1874 | loss: 0.0309619 | val_loss: 0.0310395 | Time: 1491.25 ms
[2021-12-03 00:26:10 main:574] : INFO : Epoch 1875 | loss: 0.0309667 | val_loss: 0.0310463 | Time: 1496.25 ms
[2021-12-03 00:26:11 main:574] : INFO : Epoch 1876 | loss: 0.0309584 | val_loss: 0.0310378 | Time: 1491.48 ms
[2021-12-03 00:26:13 main:574] : INFO : Epoch 1877 | loss: 0.0309573 | val_loss: 0.0310467 | Time: 1512.82 ms
[2021-12-03 00:26:14 main:574] : INFO : Epoch 1878 | loss: 0.0309567 | val_loss: 0.0310528 | Time: 1514.69 ms
[2021-12-03 00:26:16 main:574] : INFO : Epoch 1879 | loss: 0.0309498 | val_loss: 0.0310531 | Time: 1503.75 ms
[2021-12-03 00:26:17 main:574] : INFO : Epoch 1880 | loss: 0.0309691 | val_loss: 0.0310452 | Time: 1500.27 ms
[2021-12-03 00:26:19 main:574] : INFO : Epoch 1881 | loss: 0.0309594 | val_loss: 0.0310441 | Time: 1516.58 ms
[2021-12-03 00:26:20 main:574] : INFO : Epoch 1882 | loss: 0.0309664 | val_loss: 0.0310385 | Time: 1488.75 ms
[2021-12-03 00:26:22 main:574] : INFO : Epoch 1883 | loss: 0.0309585 | val_loss: 0.0310447 | Time: 1494.88 ms
[2021-12-03 00:26:23 main:574] : INFO : Epoch 1884 | loss: 0.0309588 | val_loss: 0.0310474 | Time: 1498.7 ms
[2021-12-03 00:26:25 main:574] : INFO : Epoch 1885 | loss: 0.0309641 | val_loss: 0.031039 | Time: 1493.39 ms
[2021-12-03 00:26:26 main:574] : INFO : Epoch 1886 | loss: 0.0309595 | val_loss: 0.0310599 | Time: 1464.95 ms
[2021-12-03 00:26:28 main:574] : INFO : Epoch 1887 | loss: 0.0309597 | val_loss: 0.0310578 | Time: 1487.39 ms
[2021-12-03 00:26:29 main:574] : INFO : Epoch 1888 | loss: 0.0309692 | val_loss: 0.031048 | Time: 1497.78 ms
[2021-12-03 00:26:31 main:574] : INFO : Epoch 1889 | loss: 0.0309742 | val_loss: 0.031047 | Time: 1493.8 ms
[2021-12-03 00:26:32 main:574] : INFO : Epoch 1890 | loss: 0.0309746 | val_loss: 0.0310524 | Time: 1489.87 ms
[2021-12-03 00:26:34 main:574] : INFO : Epoch 1891 | loss: 0.0309675 | val_loss: 0.0310501 | Time: 1501.14 ms
[2021-12-03 00:26:35 main:574] : INFO : Epoch 1892 | loss: 0.030961 | val_loss: 0.0310551 | Time: 1501.6 ms
[2021-12-03 00:26:37 main:574] : INFO : Epoch 1893 | loss: 0.0309558 | val_loss: 0.0310511 | Time: 1481.71 ms
[2021-12-03 00:26:38 main:574] : INFO : Epoch 1894 | loss: 0.0309582 | val_loss: 0.0310512 | Time: 1508.11 ms
[2021-12-03 00:26:40 main:574] : INFO : Epoch 1895 | loss: 0.0309524 | val_loss: 0.0310501 | Time: 1477.34 ms
[2021-12-03 00:26:41 main:574] : INFO : Epoch 1896 | loss: 0.0309482 | val_loss: 0.0310547 | Time: 1503.02 ms
[2021-12-03 00:26:43 main:574] : INFO : Epoch 1897 | loss: 0.0309453 | val_loss: 0.0310444 | Time: 1510.9 ms
[2021-12-03 00:26:44 main:574] : INFO : Epoch 1898 | loss: 0.0309455 | val_loss: 0.0310486 | Time: 1514.41 ms
[2021-12-03 00:26:46 main:574] : INFO : Epoch 1899 | loss: 0.030951 | val_loss: 0.0310649 | Time: 1496.6 ms
[2021-12-03 00:26:47 main:574] : INFO : Epoch 1900 | loss: 0.0309549 | val_loss: 0.0310551 | Time: 1506.29 ms
[2021-12-03 00:26:49 main:574] : INFO : Epoch 1901 | loss: 0.030955 | val_loss: 0.0310468 | Time: 1511.9 ms
[2021-12-03 00:26:50 main:574] : INFO : Epoch 1902 | loss: 0.0309465 | val_loss: 0.0310436 | Time: 1508.38 ms
[2021-12-03 00:26:52 main:574] : INFO : Epoch 1903 | loss: 0.0309457 | val_loss: 0.0310475 | Time: 1491.9 ms
[2021-12-03 00:26:53 main:574] : INFO : Epoch 1904 | loss: 0.0309462 | val_loss: 0.031053 | Time: 1495.1 ms
[2021-12-03 00:26:55 main:574] : INFO : Epoch 1905 | loss: 0.030949 | val_loss: 0.031048 | Time: 1514.54 ms
[2021-12-03 00:26:56 main:574] : INFO : Epoch 1906 | loss: 0.0309436 | val_loss: 0.0310532 | Time: 1497.68 ms
[2021-12-03 00:26:58 main:574] : INFO : Epoch 1907 | loss: 0.0309443 | val_loss: 0.0310556 | Time: 1519.66 ms
[2021-12-03 00:27:00 main:574] : INFO : Epoch 1908 | loss: 0.0309483 | val_loss: 0.0310497 | Time: 1500.71 ms
[2021-12-03 00:27:01 main:574] : INFO : Epoch 1909 | loss: 0.0309535 | val_loss: 0.0310523 | Time: 1508.45 ms
[2021-12-03 00:27:03 main:574] : INFO : Epoch 1910 | loss: 0.0309651 | val_loss: 0.0310494 | Time: 1505.6 ms
[2021-12-03 00:27:04 main:574] : INFO : Epoch 1911 | loss: 0.0309728 | val_loss: 0.0310442 | Time: 1490.98 ms
[2021-12-03 00:27:06 main:574] : INFO : Epoch 1912 | loss: 0.0309711 | val_loss: 0.0310476 | Time: 1483.59 ms
[2021-12-03 00:27:07 main:574] : INFO : Epoch 1913 | loss: 0.0309616 | val_loss: 0.031054 | Time: 1508.22 ms
[2021-12-03 00:27:09 main:574] : INFO : Epoch 1914 | loss: 0.0309626 | val_loss: 0.031051 | Time: 1500.12 ms
[2021-12-03 00:27:10 main:574] : INFO : Epoch 1915 | loss: 0.0309869 | val_loss: 0.0311005 | Time: 1493.74 ms
[2021-12-03 00:27:12 main:574] : INFO : Epoch 1916 | loss: 0.0310766 | val_loss: 0.0310761 | Time: 1486.52 ms
[2021-12-03 00:27:13 main:574] : INFO : Epoch 1917 | loss: 0.0310298 | val_loss: 0.0310556 | Time: 1515.61 ms
[2021-12-03 00:27:15 main:574] : INFO : Epoch 1918 | loss: 0.0309988 | val_loss: 0.0310534 | Time: 1500.99 ms
[2021-12-03 00:27:16 main:574] : INFO : Epoch 1919 | loss: 0.0309848 | val_loss: 0.03106 | Time: 1508.11 ms
[2021-12-03 00:27:18 main:574] : INFO : Epoch 1920 | loss: 0.0309749 | val_loss: 0.0310553 | Time: 1481.66 ms
[2021-12-03 00:27:19 main:574] : INFO : Epoch 1921 | loss: 0.0309709 | val_loss: 0.0310468 | Time: 1510.13 ms
[2021-12-03 00:27:21 main:574] : INFO : Epoch 1922 | loss: 0.0309727 | val_loss: 0.0310604 | Time: 1488.65 ms
[2021-12-03 00:27:22 main:574] : INFO : Epoch 1923 | loss: 0.0309783 | val_loss: 0.0310459 | Time: 1516.73 ms
[2021-12-03 00:27:24 main:574] : INFO : Epoch 1924 | loss: 0.0309788 | val_loss: 0.0310695 | Time: 1532.37 ms
[2021-12-03 00:27:25 main:574] : INFO : Epoch 1925 | loss: 0.0310096 | val_loss: 0.0310537 | Time: 1524.49 ms
[2021-12-03 00:27:27 main:574] : INFO : Epoch 1926 | loss: 0.0309838 | val_loss: 0.0310415 | Time: 1521.97 ms
[2021-12-03 00:27:28 main:574] : INFO : Epoch 1927 | loss: 0.0309715 | val_loss: 0.0310547 | Time: 1505.81 ms
[2021-12-03 00:27:30 main:574] : INFO : Epoch 1928 | loss: 0.0309631 | val_loss: 0.031047 | Time: 1509.21 ms
[2021-12-03 00:27:31 main:574] : INFO : Epoch 1929 | loss: 0.0309587 | val_loss: 0.0310379 | Time: 1487.51 ms
[2021-12-03 00:27:33 main:574] : INFO : Epoch 1930 | loss: 0.0309558 | val_loss: 0.0310438 | Time: 1511.9 ms
[2021-12-03 00:27:34 main:574] : INFO : Epoch 1931 | loss: 0.0309522 | val_loss: 0.031049 | Time: 1500.87 ms
[2021-12-03 00:27:36 main:574] : INFO : Epoch 1932 | loss: 0.0309546 | val_loss: 0.0310511 | Time: 1493.17 ms
[2021-12-03 00:27:37 main:574] : INFO : Epoch 1933 | loss: 0.0309533 | val_loss: 0.0310507 | Time: 1486.31 ms
[2021-12-03 00:27:39 main:574] : INFO : Epoch 1934 | loss: 0.0309497 | val_loss: 0.0310587 | Time: 1496.39 ms
[2021-12-03 00:27:40 main:574] : INFO : Epoch 1935 | loss: 0.0309531 | val_loss: 0.031063 | Time: 1498.84 ms
[2021-12-03 00:27:42 main:574] : INFO : Epoch 1936 | loss: 0.0309634 | val_loss: 0.03104 | Time: 1516.55 ms
[2021-12-03 00:27:43 main:574] : INFO : Epoch 1937 | loss: 0.0309616 | val_loss: 0.0310471 | Time: 1497.52 ms
[2021-12-03 00:27:45 main:574] : INFO : Epoch 1938 | loss: 0.0309573 | val_loss: 0.0310398 | Time: 1512.03 ms
[2021-12-03 00:27:46 main:574] : INFO : Epoch 1939 | loss: 0.0309503 | val_loss: 0.0310356 | Time: 1495.74 ms
[2021-12-03 00:27:48 main:574] : INFO : Epoch 1940 | loss: 0.0309466 | val_loss: 0.0310579 | Time: 1500.86 ms
[2021-12-03 00:27:49 main:574] : INFO : Epoch 1941 | loss: 0.0309479 | val_loss: 0.0310381 | Time: 1481.94 ms
[2021-12-03 00:27:51 main:574] : INFO : Epoch 1942 | loss: 0.0309467 | val_loss: 0.0310443 | Time: 1508.52 ms
[2021-12-03 00:27:52 main:574] : INFO : Epoch 1943 | loss: 0.0309613 | val_loss: 0.0310557 | Time: 1494.33 ms
[2021-12-03 00:27:54 main:574] : INFO : Epoch 1944 | loss: 0.0309571 | val_loss: 0.0310443 | Time: 1508.72 ms
[2021-12-03 00:27:55 main:574] : INFO : Epoch 1945 | loss: 0.0309519 | val_loss: 0.0310515 | Time: 1502.04 ms
[2021-12-03 00:27:57 main:574] : INFO : Epoch 1946 | loss: 0.0309465 | val_loss: 0.0310407 | Time: 1486.54 ms
[2021-12-03 00:27:58 main:574] : INFO : Epoch 1947 | loss: 0.0309473 | val_loss: 0.0310583 | Time: 1494.88 ms
[2021-12-03 00:28:00 main:574] : INFO : Epoch 1948 | loss: 0.030944 | val_loss: 0.0310611 | Time: 1507.32 ms
[2021-12-03 00:28:01 main:574] : INFO : Epoch 1949 | loss: 0.030939 | val_loss: 0.0310515 | Time: 1501.93 ms
[2021-12-03 00:28:03 main:574] : INFO : Epoch 1950 | loss: 0.0309373 | val_loss: 0.0310589 | Time: 1530.64 ms
[2021-12-03 00:28:04 main:574] : INFO : Epoch 1951 | loss: 0.0309395 | val_loss: 0.0310513 | Time: 1500.1 ms
[2021-12-03 00:28:06 main:574] : INFO : Epoch 1952 | loss: 0.0309422 | val_loss: 0.0310568 | Time: 1485.06 ms
[2021-12-03 00:28:07 main:574] : INFO : Epoch 1953 | loss: 0.0309413 | val_loss: 0.031042 | Time: 1483.59 ms
[2021-12-03 00:28:09 main:574] : INFO : Epoch 1954 | loss: 0.0309542 | val_loss: 0.0310513 | Time: 1523.15 ms
[2021-12-03 00:28:10 main:574] : INFO : Epoch 1955 | loss: 0.0309552 | val_loss: 0.0310448 | Time: 1506.72 ms
[2021-12-03 00:28:12 main:574] : INFO : Epoch 1956 | loss: 0.0309521 | val_loss: 0.0310474 | Time: 1474.05 ms
[2021-12-03 00:28:13 main:574] : INFO : Epoch 1957 | loss: 0.0309465 | val_loss: 0.0310397 | Time: 1489.13 ms
[2021-12-03 00:28:15 main:574] : INFO : Epoch 1958 | loss: 0.0309429 | val_loss: 0.031048 | Time: 1510.65 ms
[2021-12-03 00:28:16 main:574] : INFO : Epoch 1959 | loss: 0.0309392 | val_loss: 0.0310479 | Time: 1477.78 ms
[2021-12-03 00:28:18 main:574] : INFO : Epoch 1960 | loss: 0.0309406 | val_loss: 0.0310466 | Time: 1494.09 ms
[2021-12-03 00:28:19 main:574] : INFO : Epoch 1961 | loss: 0.0309482 | val_loss: 0.0310514 | Time: 1505.57 ms
[2021-12-03 00:28:21 main:574] : INFO : Epoch 1962 | loss: 0.0309628 | val_loss: 0.0310522 | Time: 1482.48 ms
[2021-12-03 00:28:22 main:574] : INFO : Epoch 1963 | loss: 0.0309664 | val_loss: 0.0310343 | Time: 1502.18 ms
[2021-12-03 00:28:24 main:574] : INFO : Epoch 1964 | loss: 0.0309561 | val_loss: 0.0310481 | Time: 1487.44 ms
[2021-12-03 00:28:25 main:574] : INFO : Epoch 1965 | loss: 0.0309513 | val_loss: 0.031048 | Time: 1494.85 ms
[2021-12-03 00:28:27 main:574] : INFO : Epoch 1966 | loss: 0.0309494 | val_loss: 0.0310384 | Time: 1501.83 ms
[2021-12-03 00:28:28 main:574] : INFO : Epoch 1967 | loss: 0.0309554 | val_loss: 0.031045 | Time: 1506.07 ms
[2021-12-03 00:28:30 main:574] : INFO : Epoch 1968 | loss: 0.0309571 | val_loss: 0.031044 | Time: 1512.73 ms
[2021-12-03 00:28:31 main:574] : INFO : Epoch 1969 | loss: 0.0309749 | val_loss: 0.0310503 | Time: 1514.25 ms
[2021-12-03 00:28:33 main:574] : INFO : Epoch 1970 | loss: 0.0310058 | val_loss: 0.031046 | Time: 1494.72 ms
[2021-12-03 00:28:34 main:574] : INFO : Epoch 1971 | loss: 0.0310638 | val_loss: 0.0310938 | Time: 1503.53 ms
[2021-12-03 00:28:36 main:574] : INFO : Epoch 1972 | loss: 0.0310775 | val_loss: 0.0310873 | Time: 1509.84 ms
[2021-12-03 00:28:37 main:574] : INFO : Epoch 1973 | loss: 0.0310639 | val_loss: 0.0310751 | Time: 1486.35 ms
[2021-12-03 00:28:39 main:574] : INFO : Epoch 1974 | loss: 0.0310522 | val_loss: 0.0310785 | Time: 1503.54 ms
[2021-12-03 00:28:40 main:574] : INFO : Epoch 1975 | loss: 0.0310467 | val_loss: 0.0310721 | Time: 1496.8 ms
[2021-12-03 00:28:42 main:574] : INFO : Epoch 1976 | loss: 0.0310411 | val_loss: 0.0310665 | Time: 1473.92 ms
[2021-12-03 00:28:43 main:574] : INFO : Epoch 1977 | loss: 0.0310311 | val_loss: 0.0310671 | Time: 1492.77 ms
[2021-12-03 00:28:45 main:574] : INFO : Epoch 1978 | loss: 0.0310325 | val_loss: 0.0310608 | Time: 1485.08 ms
[2021-12-03 00:28:46 main:574] : INFO : Epoch 1979 | loss: 0.0310333 | val_loss: 0.0310569 | Time: 1524.84 ms
[2021-12-03 00:28:48 main:574] : INFO : Epoch 1980 | loss: 0.031023 | val_loss: 0.0310572 | Time: 1519.63 ms
[2021-12-03 00:28:50 main:574] : INFO : Epoch 1981 | loss: 0.0310128 | val_loss: 0.0310473 | Time: 1514.51 ms
[2021-12-03 00:28:51 main:574] : INFO : Epoch 1982 | loss: 0.0310052 | val_loss: 0.0310446 | Time: 1501.47 ms
[2021-12-03 00:28:53 main:574] : INFO : Epoch 1983 | loss: 0.0310016 | val_loss: 0.0310427 | Time: 1517.64 ms
[2021-12-03 00:28:54 main:574] : INFO : Epoch 1984 | loss: 0.0309984 | val_loss: 0.0310414 | Time: 1549.59 ms
[2021-12-03 00:28:56 main:574] : INFO : Epoch 1985 | loss: 0.0309933 | val_loss: 0.0310443 | Time: 1479.02 ms
[2021-12-03 00:28:57 main:574] : INFO : Epoch 1986 | loss: 0.0309893 | val_loss: 0.0310519 | Time: 1491.34 ms
[2021-12-03 00:28:59 main:574] : INFO : Epoch 1987 | loss: 0.0309923 | val_loss: 0.0310422 | Time: 1504.34 ms
[2021-12-03 00:29:00 main:574] : INFO : Epoch 1988 | loss: 0.0309914 | val_loss: 0.0310474 | Time: 1495.55 ms
[2021-12-03 00:29:02 main:574] : INFO : Epoch 1989 | loss: 0.0309887 | val_loss: 0.0310501 | Time: 1457.54 ms
[2021-12-03 00:29:03 main:574] : INFO : Epoch 1990 | loss: 0.0309905 | val_loss: 0.0310591 | Time: 1514.54 ms
[2021-12-03 00:29:05 main:574] : INFO : Epoch 1991 | loss: 0.0309845 | val_loss: 0.0310476 | Time: 1511.9 ms
[2021-12-03 00:29:06 main:574] : INFO : Epoch 1992 | loss: 0.030987 | val_loss: 0.0310468 | Time: 1510.06 ms
[2021-12-03 00:29:08 main:574] : INFO : Epoch 1993 | loss: 0.0309824 | val_loss: 0.0310463 | Time: 1487.29 ms
[2021-12-03 00:29:09 main:574] : INFO : Epoch 1994 | loss: 0.030982 | val_loss: 0.031045 | Time: 1515.52 ms
[2021-12-03 00:29:11 main:574] : INFO : Epoch 1995 | loss: 0.0309799 | val_loss: 0.0310457 | Time: 1490.48 ms
[2021-12-03 00:29:12 main:574] : INFO : Epoch 1996 | loss: 0.030998 | val_loss: 0.0310485 | Time: 1507.84 ms
[2021-12-03 00:29:14 main:574] : INFO : Epoch 1997 | loss: 0.0309939 | val_loss: 0.031043 | Time: 1490.34 ms
[2021-12-03 00:29:15 main:574] : INFO : Epoch 1998 | loss: 0.030987 | val_loss: 0.0310294 | Time: 1462.08 ms
[2021-12-03 00:29:17 main:574] : INFO : Epoch 1999 | loss: 0.0309779 | val_loss: 0.03103 | Time: 1512.25 ms
[2021-12-03 00:29:18 main:574] : INFO : Epoch 2000 | loss: 0.0309723 | val_loss: 0.0310316 | Time: 1491.85 ms
[2021-12-03 00:29:20 main:574] : INFO : Epoch 2001 | loss: 0.0309637 | val_loss: 0.031031 | Time: 1484.76 ms
[2021-12-03 00:29:21 main:574] : INFO : Epoch 2002 | loss: 0.0309662 | val_loss: 0.0310268 | Time: 1469.83 ms
[2021-12-03 00:29:23 main:574] : INFO : Epoch 2003 | loss: 0.0309665 | val_loss: 0.0310201 | Time: 1494.52 ms
[2021-12-03 00:29:24 main:574] : INFO : Epoch 2004 | loss: 0.0309615 | val_loss: 0.0310266 | Time: 1496.13 ms
[2021-12-03 00:29:26 main:574] : INFO : Epoch 2005 | loss: 0.0309563 | val_loss: 0.0310318 | Time: 1512.63 ms
[2021-12-03 00:29:27 main:574] : INFO : Epoch 2006 | loss: 0.0309532 | val_loss: 0.031036 | Time: 1467.23 ms
[2021-12-03 00:29:29 main:574] : INFO : Epoch 2007 | loss: 0.0309515 | val_loss: 0.0310334 | Time: 1492.86 ms
[2021-12-03 00:29:30 main:574] : INFO : Epoch 2008 | loss: 0.0309506 | val_loss: 0.0310478 | Time: 1532.65 ms
[2021-12-03 00:29:32 main:574] : INFO : Epoch 2009 | loss: 0.0309508 | val_loss: 0.0310345 | Time: 1517.19 ms
[2021-12-03 00:29:33 main:574] : INFO : Epoch 2010 | loss: 0.0309501 | val_loss: 0.0310341 | Time: 1513.63 ms
[2021-12-03 00:29:35 main:574] : INFO : Epoch 2011 | loss: 0.0309542 | val_loss: 0.0310395 | Time: 1507.04 ms
[2021-12-03 00:29:36 main:574] : INFO : Epoch 2012 | loss: 0.030954 | val_loss: 0.0310292 | Time: 1517.29 ms
[2021-12-03 00:29:38 main:574] : INFO : Epoch 2013 | loss: 0.030948 | val_loss: 0.0310296 | Time: 1501.73 ms
[2021-12-03 00:29:39 main:574] : INFO : Epoch 2014 | loss: 0.0309516 | val_loss: 0.0310383 | Time: 1494.31 ms
[2021-12-03 00:29:41 main:574] : INFO : Epoch 2015 | loss: 0.0309481 | val_loss: 0.0310502 | Time: 1514.68 ms
[2021-12-03 00:29:42 main:574] : INFO : Epoch 2016 | loss: 0.0309455 | val_loss: 0.0310471 | Time: 1516.78 ms
[2021-12-03 00:29:44 main:574] : INFO : Epoch 2017 | loss: 0.0309478 | val_loss: 0.0310466 | Time: 1500.94 ms
[2021-12-03 00:29:45 main:574] : INFO : Epoch 2018 | loss: 0.0309467 | val_loss: 0.0310418 | Time: 1478.9 ms
[2021-12-03 00:29:47 main:574] : INFO : Epoch 2019 | loss: 0.0309423 | val_loss: 0.0310475 | Time: 1505.15 ms
[2021-12-03 00:29:48 main:574] : INFO : Epoch 2020 | loss: 0.0309404 | val_loss: 0.0310453 | Time: 1530.32 ms
[2021-12-03 00:29:50 main:574] : INFO : Epoch 2021 | loss: 0.0309388 | val_loss: 0.0310384 | Time: 1522.41 ms
[2021-12-03 00:29:51 main:574] : INFO : Epoch 2022 | loss: 0.0309415 | val_loss: 0.0310369 | Time: 1505.66 ms
[2021-12-03 00:29:53 main:574] : INFO : Epoch 2023 | loss: 0.0309398 | val_loss: 0.0310557 | Time: 1494.37 ms
[2021-12-03 00:29:54 main:574] : INFO : Epoch 2024 | loss: 0.0309447 | val_loss: 0.0310368 | Time: 1529.26 ms
[2021-12-03 00:29:56 main:574] : INFO : Epoch 2025 | loss: 0.0309423 | val_loss: 0.031054 | Time: 1540.42 ms
[2021-12-03 00:29:57 main:574] : INFO : Epoch 2026 | loss: 0.0309398 | val_loss: 0.0310627 | Time: 1516.64 ms
[2021-12-03 00:29:59 main:574] : INFO : Epoch 2027 | loss: 0.0309414 | val_loss: 0.0310514 | Time: 1518.62 ms
[2021-12-03 00:30:01 main:574] : INFO : Epoch 2028 | loss: 0.0309443 | val_loss: 0.0310491 | Time: 1513.09 ms
[2021-12-03 00:30:02 main:574] : INFO : Epoch 2029 | loss: 0.0309426 | val_loss: 0.03105 | Time: 1497.65 ms
[2021-12-03 00:30:04 main:574] : INFO : Epoch 2030 | loss: 0.0309354 | val_loss: 0.0310527 | Time: 1491.42 ms
[2021-12-03 00:30:05 main:574] : INFO : Epoch 2031 | loss: 0.0309375 | val_loss: 0.0310434 | Time: 1494.67 ms
[2021-12-03 00:30:07 main:574] : INFO : Epoch 2032 | loss: 0.0309339 | val_loss: 0.0310507 | Time: 1506.55 ms
[2021-12-03 00:30:08 main:574] : INFO : Epoch 2033 | loss: 0.0309364 | val_loss: 0.0310499 | Time: 1505.44 ms
[2021-12-03 00:30:10 main:574] : INFO : Epoch 2034 | loss: 0.0309513 | val_loss: 0.0310397 | Time: 1504.22 ms
[2021-12-03 00:30:11 main:574] : INFO : Epoch 2035 | loss: 0.0309665 | val_loss: 0.0310499 | Time: 1510.36 ms
[2021-12-03 00:30:13 main:574] : INFO : Epoch 2036 | loss: 0.0309608 | val_loss: 0.0310346 | Time: 1512.39 ms
[2021-12-03 00:30:14 main:574] : INFO : Epoch 2037 | loss: 0.0309503 | val_loss: 0.0310399 | Time: 1504.28 ms
[2021-12-03 00:30:16 main:574] : INFO : Epoch 2038 | loss: 0.0309637 | val_loss: 0.0310367 | Time: 1503.93 ms
[2021-12-03 00:30:17 main:574] : INFO : Epoch 2039 | loss: 0.0309526 | val_loss: 0.0310373 | Time: 1511.62 ms
[2021-12-03 00:30:19 main:574] : INFO : Epoch 2040 | loss: 0.0309478 | val_loss: 0.0310366 | Time: 1497.17 ms
[2021-12-03 00:30:20 main:574] : INFO : Epoch 2041 | loss: 0.0309416 | val_loss: 0.0310508 | Time: 1501.28 ms
[2021-12-03 00:30:22 main:574] : INFO : Epoch 2042 | loss: 0.0309423 | val_loss: 0.031057 | Time: 1486.9 ms
[2021-12-03 00:30:23 main:574] : INFO : Epoch 2043 | loss: 0.0309357 | val_loss: 0.0310638 | Time: 1506.39 ms
[2021-12-03 00:30:25 main:574] : INFO : Epoch 2044 | loss: 0.0309402 | val_loss: 0.0310516 | Time: 1500.11 ms
[2021-12-03 00:30:26 main:574] : INFO : Epoch 2045 | loss: 0.0309346 | val_loss: 0.0310552 | Time: 1491.83 ms
[2021-12-03 00:30:28 main:574] : INFO : Epoch 2046 | loss: 0.0309327 | val_loss: 0.0310562 | Time: 1481.66 ms
[2021-12-03 00:30:29 main:574] : INFO : Epoch 2047 | loss: 0.0309361 | val_loss: 0.0310405 | Time: 1503.61 ms
[2021-12-03 00:30:31 main:574] : INFO : Epoch 2048 | loss: 0.0309388 | val_loss: 0.0310503 | Time: 1510.16 ms
[2021-12-03 00:30:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310503
[2021-12-03 00:30:31 main:603] : INFO : Saving end state to config to file
[2021-12-03 00:30:31 main:608] : INFO : Success, exiting..
00:30:31 (32): 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)