Task 9217148
| Name | ParityModified-1636179432-19356-2-0_0 |
| Workunit | 6651512 |
| Created | 27 Nov 2021, 10:03:00 UTC |
| Sent | 2 Dec 2021, 23:50:03 UTC |
| Report deadline | 10 Dec 2021, 23:50:03 UTC |
| Received | 3 Dec 2021, 10:09:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 40 min 14 sec |
| CPU time | 1 hours 39 min 29 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 | 2.61 GB |
| Peak swap size | 4.41 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: 0.0311643 | val_loss: 0.031173 | Time: 1515.14 ms
[2021-12-03 08:38:56 main:574] : INFO : Epoch 1543 | loss: 0.0311641 | val_loss: 0.031172 | Time: 1500.98 ms
[2021-12-03 08:38:57 main:574] : INFO : Epoch 1544 | loss: 0.0311633 | val_loss: 0.0311712 | Time: 1511.04 ms
[2021-12-03 08:38:59 main:574] : INFO : Epoch 1545 | loss: 0.0311631 | val_loss: 0.0311713 | Time: 1514.64 ms
[2021-12-03 08:39:00 main:574] : INFO : Epoch 1546 | loss: 0.0311641 | val_loss: 0.0311716 | Time: 1500.74 ms
[2021-12-03 08:39:02 main:574] : INFO : Epoch 1547 | loss: 0.0311627 | val_loss: 0.0311729 | Time: 1502.49 ms
[2021-12-03 08:39:03 main:574] : INFO : Epoch 1548 | loss: 0.031163 | val_loss: 0.0311722 | Time: 1541.5 ms
[2021-12-03 08:39:05 main:574] : INFO : Epoch 1549 | loss: 0.0311628 | val_loss: 0.0311716 | Time: 1519.57 ms
[2021-12-03 08:39:07 main:574] : INFO : Epoch 1550 | loss: 0.0311632 | val_loss: 0.031173 | Time: 1537.36 ms
[2021-12-03 08:39:08 main:574] : INFO : Epoch 1551 | loss: 0.0311634 | val_loss: 0.0311725 | Time: 1525.89 ms
[2021-12-03 08:39:10 main:574] : INFO : Epoch 1552 | loss: 0.0311637 | val_loss: 0.0311755 | Time: 1512.75 ms
[2021-12-03 08:39:11 main:574] : INFO : Epoch 1553 | loss: 0.0311654 | val_loss: 0.0311718 | Time: 1501.31 ms
[2021-12-03 08:39:13 main:574] : INFO : Epoch 1554 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 1514.41 ms
[2021-12-03 08:39:14 main:574] : INFO : Epoch 1555 | loss: 0.0311638 | val_loss: 0.0311725 | Time: 1525.68 ms
[2021-12-03 08:39:16 main:574] : INFO : Epoch 1556 | loss: 0.0311673 | val_loss: 0.0311861 | Time: 1528.38 ms
[2021-12-03 08:39:17 main:574] : INFO : Epoch 1557 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 1518.49 ms
[2021-12-03 08:39:19 main:574] : INFO : Epoch 1558 | loss: 0.0311631 | val_loss: 0.0311767 | Time: 1498.84 ms
[2021-12-03 08:39:20 main:574] : INFO : Epoch 1559 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 1497.7 ms
[2021-12-03 08:39:22 main:574] : INFO : Epoch 1560 | loss: 0.0311643 | val_loss: 0.0311712 | Time: 1510.62 ms
[2021-12-03 08:39:23 main:574] : INFO : Epoch 1561 | loss: 0.0311635 | val_loss: 0.0311792 | Time: 1476.03 ms
[2021-12-03 08:39:25 main:574] : INFO : Epoch 1562 | loss: 0.0311634 | val_loss: 0.0311722 | Time: 1527.91 ms
[2021-12-03 08:39:26 main:574] : INFO : Epoch 1563 | loss: 0.0311621 | val_loss: 0.031172 | Time: 1500.84 ms
[2021-12-03 08:39:28 main:574] : INFO : Epoch 1564 | loss: 0.0311627 | val_loss: 0.0311725 | Time: 1528.51 ms
[2021-12-03 08:39:29 main:574] : INFO : Epoch 1565 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 1544.6 ms
[2021-12-03 08:39:31 main:574] : INFO : Epoch 1566 | loss: 0.0311668 | val_loss: 0.0311738 | Time: 1539.16 ms
[2021-12-03 08:39:32 main:574] : INFO : Epoch 1567 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 1509.69 ms
[2021-12-03 08:39:34 main:574] : INFO : Epoch 1568 | loss: 0.0311632 | val_loss: 0.031176 | Time: 1517.38 ms
[2021-12-03 08:39:35 main:574] : INFO : Epoch 1569 | loss: 0.0311634 | val_loss: 0.0311737 | Time: 1510.73 ms
[2021-12-03 08:39:37 main:574] : INFO : Epoch 1570 | loss: 0.0311643 | val_loss: 0.0311727 | Time: 1498.14 ms
[2021-12-03 08:39:38 main:574] : INFO : Epoch 1571 | loss: 0.0311652 | val_loss: 0.031172 | Time: 1506.89 ms
[2021-12-03 08:39:40 main:574] : INFO : Epoch 1572 | loss: 0.0311621 | val_loss: 0.0311739 | Time: 1486.35 ms
[2021-12-03 08:39:41 main:574] : INFO : Epoch 1573 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 1510.39 ms
[2021-12-03 08:39:43 main:574] : INFO : Epoch 1574 | loss: 0.031166 | val_loss: 0.0311735 | Time: 1508.05 ms
[2021-12-03 08:39:45 main:574] : INFO : Epoch 1575 | loss: 0.0311632 | val_loss: 0.0311714 | Time: 1525.75 ms
[2021-12-03 08:39:46 main:574] : INFO : Epoch 1576 | loss: 0.031163 | val_loss: 0.0311722 | Time: 1526.5 ms
[2021-12-03 08:39:48 main:574] : INFO : Epoch 1577 | loss: 0.0311635 | val_loss: 0.0311728 | Time: 1498.01 ms
[2021-12-03 08:39:49 main:574] : INFO : Epoch 1578 | loss: 0.0311624 | val_loss: 0.0311759 | Time: 1504.01 ms
[2021-12-03 08:39:51 main:574] : INFO : Epoch 1579 | loss: 0.0311638 | val_loss: 0.0311777 | Time: 1539.8 ms
[2021-12-03 08:39:52 main:574] : INFO : Epoch 1580 | loss: 0.0311643 | val_loss: 0.0311734 | Time: 1508.61 ms
[2021-12-03 08:39:54 main:574] : INFO : Epoch 1581 | loss: 0.0311619 | val_loss: 0.0311738 | Time: 1512.17 ms
[2021-12-03 08:39:55 main:574] : INFO : Epoch 1582 | loss: 0.0311615 | val_loss: 0.0311767 | Time: 1509.4 ms
[2021-12-03 08:39:57 main:574] : INFO : Epoch 1583 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 1513.19 ms
[2021-12-03 08:39:58 main:574] : INFO : Epoch 1584 | loss: 0.0311635 | val_loss: 0.0311731 | Time: 1509.69 ms
[2021-12-03 08:40:00 main:574] : INFO : Epoch 1585 | loss: 0.0311651 | val_loss: 0.0311716 | Time: 1528.41 ms
[2021-12-03 08:40:01 main:574] : INFO : Epoch 1586 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 1518.5 ms
[2021-12-03 08:40:03 main:574] : INFO : Epoch 1587 | loss: 0.031163 | val_loss: 0.0311733 | Time: 1500.01 ms
[2021-12-03 08:40:04 main:574] : INFO : Epoch 1588 | loss: 0.0311614 | val_loss: 0.03117 | Time: 1518.3 ms
[2021-12-03 08:40:06 main:574] : INFO : Epoch 1589 | loss: 0.0311635 | val_loss: 0.0311744 | Time: 1503.1 ms
[2021-12-03 08:40:07 main:574] : INFO : Epoch 1590 | loss: 0.0311637 | val_loss: 0.0311772 | Time: 1514.58 ms
[2021-12-03 08:40:09 main:574] : INFO : Epoch 1591 | loss: 0.0311638 | val_loss: 0.0311736 | Time: 1559.85 ms
[2021-12-03 08:40:10 main:574] : INFO : Epoch 1592 | loss: 0.0311635 | val_loss: 0.0311774 | Time: 1510.73 ms
[2021-12-03 08:40:12 main:574] : INFO : Epoch 1593 | loss: 0.0311638 | val_loss: 0.0311719 | Time: 1512.33 ms
[2021-12-03 08:40:13 main:574] : INFO : Epoch 1594 | loss: 0.0311668 | val_loss: 0.0311696 | Time: 1503.2 ms
[2021-12-03 08:40:15 main:574] : INFO : Epoch 1595 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 1505.92 ms
[2021-12-03 08:40:16 main:574] : INFO : Epoch 1596 | loss: 0.0311622 | val_loss: 0.0311714 | Time: 1498.25 ms
[2021-12-03 08:40:18 main:574] : INFO : Epoch 1597 | loss: 0.0311615 | val_loss: 0.0311709 | Time: 1513.12 ms
[2021-12-03 08:40:19 main:574] : INFO : Epoch 1598 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 1495.9 ms
[2021-12-03 08:40:21 main:574] : INFO : Epoch 1599 | loss: 0.0311614 | val_loss: 0.031172 | Time: 1508.86 ms
[2021-12-03 08:40:22 main:574] : INFO : Epoch 1600 | loss: 0.0311615 | val_loss: 0.0311708 | Time: 1502.74 ms
[2021-12-03 08:40:24 main:574] : INFO : Epoch 1601 | loss: 0.0311609 | val_loss: 0.0311726 | Time: 1521.84 ms
[2021-12-03 08:40:26 main:574] : INFO : Epoch 1602 | loss: 0.0311618 | val_loss: 0.031176 | Time: 1526.92 ms
[2021-12-03 08:40:27 main:574] : INFO : Epoch 1603 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 1531.25 ms
[2021-12-03 08:40:29 main:574] : INFO : Epoch 1604 | loss: 0.0311613 | val_loss: 0.0311711 | Time: 1539.68 ms
[2021-12-03 08:40:30 main:574] : INFO : Epoch 1605 | loss: 0.0311602 | val_loss: 0.031171 | Time: 1525.68 ms
[2021-12-03 08:40:32 main:574] : INFO : Epoch 1606 | loss: 0.0311613 | val_loss: 0.03117 | Time: 1496.88 ms
[2021-12-03 08:40:33 main:574] : INFO : Epoch 1607 | loss: 0.0311628 | val_loss: 0.0311707 | Time: 1501.09 ms
[2021-12-03 08:40:35 main:574] : INFO : Epoch 1608 | loss: 0.0311637 | val_loss: 0.0311725 | Time: 1524.43 ms
[2021-12-03 08:40:36 main:574] : INFO : Epoch 1609 | loss: 0.0311617 | val_loss: 0.0311704 | Time: 1508.9 ms
[2021-12-03 08:40:38 main:574] : INFO : Epoch 1610 | loss: 0.0311609 | val_loss: 0.0311726 | Time: 1520.1 ms
[2021-12-03 08:40:39 main:574] : INFO : Epoch 1611 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 1523.58 ms
[2021-12-03 08:40:41 main:574] : INFO : Epoch 1612 | loss: 0.0311645 | val_loss: 0.0311714 | Time: 1525.46 ms
[2021-12-03 08:40:42 main:574] : INFO : Epoch 1613 | loss: 0.0311625 | val_loss: 0.0311771 | Time: 1493.36 ms
[2021-12-03 08:40:44 main:574] : INFO : Epoch 1614 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 1498.83 ms
[2021-12-03 08:40:45 main:574] : INFO : Epoch 1615 | loss: 0.0311621 | val_loss: 0.0311695 | Time: 1517.14 ms
[2021-12-03 08:40:47 main:574] : INFO : Epoch 1616 | loss: 0.0311607 | val_loss: 0.0311735 | Time: 1502.32 ms
[2021-12-03 08:40:48 main:574] : INFO : Epoch 1617 | loss: 0.0311605 | val_loss: 0.0311702 | Time: 1505.79 ms
[2021-12-03 08:40:50 main:574] : INFO : Epoch 1618 | loss: 0.0311612 | val_loss: 0.0311709 | Time: 1499.77 ms
[2021-12-03 08:40:51 main:574] : INFO : Epoch 1619 | loss: 0.031163 | val_loss: 0.0311707 | Time: 1518.56 ms
[2021-12-03 08:40:53 main:574] : INFO : Epoch 1620 | loss: 0.031162 | val_loss: 0.03117 | Time: 1508.43 ms
[2021-12-03 08:40:54 main:574] : INFO : Epoch 1621 | loss: 0.0311639 | val_loss: 0.031174 | Time: 1545.31 ms
[2021-12-03 08:40:56 main:574] : INFO : Epoch 1622 | loss: 0.031162 | val_loss: 0.0311741 | Time: 1511.16 ms
[2021-12-03 08:40:57 main:574] : INFO : Epoch 1623 | loss: 0.0311617 | val_loss: 0.0311728 | Time: 1493.64 ms
[2021-12-03 08:40:59 main:574] : INFO : Epoch 1624 | loss: 0.0311629 | val_loss: 0.0311732 | Time: 1508.12 ms
[2021-12-03 08:41:00 main:574] : INFO : Epoch 1625 | loss: 0.0311627 | val_loss: 0.0311701 | Time: 1498.98 ms
[2021-12-03 08:41:02 main:574] : INFO : Epoch 1626 | loss: 0.0311623 | val_loss: 0.0311708 | Time: 1488.23 ms
[2021-12-03 08:41:03 main:574] : INFO : Epoch 1627 | loss: 0.0311622 | val_loss: 0.031172 | Time: 1497.51 ms
[2021-12-03 08:41:05 main:574] : INFO : Epoch 1628 | loss: 0.0311616 | val_loss: 0.0311716 | Time: 1533.08 ms
[2021-12-03 08:41:07 main:574] : INFO : Epoch 1629 | loss: 0.0311639 | val_loss: 0.0311724 | Time: 1501.45 ms
[2021-12-03 08:41:08 main:574] : INFO : Epoch 1630 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 1516.65 ms
[2021-12-03 08:41:10 main:574] : INFO : Epoch 1631 | loss: 0.0311623 | val_loss: 0.0311712 | Time: 1513.44 ms
[2021-12-03 08:41:11 main:574] : INFO : Epoch 1632 | loss: 0.0311635 | val_loss: 0.0311741 | Time: 1485.11 ms
[2021-12-03 08:41:13 main:574] : INFO : Epoch 1633 | loss: 0.0311627 | val_loss: 0.0311733 | Time: 1529.84 ms
[2021-12-03 08:41:14 main:574] : INFO : Epoch 1634 | loss: 0.0311609 | val_loss: 0.0311721 | Time: 1512.1 ms
[2021-12-03 08:41:16 main:574] : INFO : Epoch 1635 | loss: 0.0311609 | val_loss: 0.0311744 | Time: 1515.64 ms
[2021-12-03 08:41:17 main:574] : INFO : Epoch 1636 | loss: 0.0311613 | val_loss: 0.0311723 | Time: 1494.1 ms
[2021-12-03 08:41:19 main:574] : INFO : Epoch 1637 | loss: 0.0311638 | val_loss: 0.0311784 | Time: 1506.32 ms
[2021-12-03 08:41:20 main:574] : INFO : Epoch 1638 | loss: 0.0311623 | val_loss: 0.0311727 | Time: 1526.3 ms
[2021-12-03 08:41:22 main:574] : INFO : Epoch 1639 | loss: 0.0311602 | val_loss: 0.031171 | Time: 1525.9 ms
[2021-12-03 08:41:23 main:574] : INFO : Epoch 1640 | loss: 0.0311618 | val_loss: 0.0311741 | Time: 1500.74 ms
[2021-12-03 08:41:25 main:574] : INFO : Epoch 1641 | loss: 0.0311668 | val_loss: 0.0311726 | Time: 1507.34 ms
[2021-12-03 08:41:26 main:574] : INFO : Epoch 1642 | loss: 0.0311618 | val_loss: 0.0311749 | Time: 1516.56 ms
[2021-12-03 08:41:28 main:574] : INFO : Epoch 1643 | loss: 0.031161 | val_loss: 0.03117 | Time: 1504.17 ms
[2021-12-03 08:41:29 main:574] : INFO : Epoch 1644 | loss: 0.0311605 | val_loss: 0.031174 | Time: 1501.85 ms
[2021-12-03 08:41:31 main:574] : INFO : Epoch 1645 | loss: 0.0311628 | val_loss: 0.0311757 | Time: 1495.3 ms
[2021-12-03 08:41:32 main:574] : INFO : Epoch 1646 | loss: 0.0311621 | val_loss: 0.0311729 | Time: 1518.99 ms
[2021-12-03 08:41:34 main:574] : INFO : Epoch 1647 | loss: 0.0311599 | val_loss: 0.0311722 | Time: 1519.8 ms
[2021-12-03 08:41:35 main:574] : INFO : Epoch 1648 | loss: 0.0311616 | val_loss: 0.0311771 | Time: 1551.34 ms
[2021-12-03 08:41:37 main:574] : INFO : Epoch 1649 | loss: 0.0311653 | val_loss: 0.0311767 | Time: 1502.08 ms
[2021-12-03 08:41:38 main:574] : INFO : Epoch 1650 | loss: 0.0311617 | val_loss: 0.031175 | Time: 1505.31 ms
[2021-12-03 08:41:40 main:574] : INFO : Epoch 1651 | loss: 0.0311603 | val_loss: 0.0311716 | Time: 1509.53 ms
[2021-12-03 08:41:41 main:574] : INFO : Epoch 1652 | loss: 0.0311608 | val_loss: 0.0311714 | Time: 1544.95 ms
[2021-12-03 08:41:43 main:574] : INFO : Epoch 1653 | loss: 0.03116 | val_loss: 0.0311718 | Time: 1457.4 ms
[2021-12-03 08:41:44 main:574] : INFO : Epoch 1654 | loss: 0.0311602 | val_loss: 0.0311734 | Time: 1500.67 ms
[2021-12-03 08:41:46 main:574] : INFO : Epoch 1655 | loss: 0.0311624 | val_loss: 0.0311748 | Time: 1520.15 ms
[2021-12-03 08:41:48 main:574] : INFO : Epoch 1656 | loss: 0.0311616 | val_loss: 0.0311732 | Time: 1532.89 ms
[2021-12-03 08:41:49 main:574] : INFO : Epoch 1657 | loss: 0.0311608 | val_loss: 0.0311754 | Time: 1509.77 ms
[2021-12-03 08:41:51 main:574] : INFO : Epoch 1658 | loss: 0.0311639 | val_loss: 0.0311732 | Time: 1500.85 ms
[2021-12-03 08:41:52 main:574] : INFO : Epoch 1659 | loss: 0.0311604 | val_loss: 0.0311697 | Time: 1491.87 ms
[2021-12-03 08:41:54 main:574] : INFO : Epoch 1660 | loss: 0.0311604 | val_loss: 0.031172 | Time: 1518.82 ms
[2021-12-03 08:41:55 main:574] : INFO : Epoch 1661 | loss: 0.0311604 | val_loss: 0.0311703 | Time: 1507.3 ms
[2021-12-03 08:41:57 main:574] : INFO : Epoch 1662 | loss: 0.0311602 | val_loss: 0.0311725 | Time: 1525.32 ms
[2021-12-03 08:41:58 main:574] : INFO : Epoch 1663 | loss: 0.0311598 | val_loss: 0.0311705 | Time: 1502.35 ms
[2021-12-03 08:42:00 main:574] : INFO : Epoch 1664 | loss: 0.031159 | val_loss: 0.0311712 | Time: 1535.51 ms
[2021-12-03 08:42:01 main:574] : INFO : Epoch 1665 | loss: 0.0311605 | val_loss: 0.0311715 | Time: 1518.87 ms
[2021-12-03 08:42:03 main:574] : INFO : Epoch 1666 | loss: 0.0311617 | val_loss: 0.0311748 | Time: 1498.33 ms
[2021-12-03 08:42:04 main:574] : INFO : Epoch 1667 | loss: 0.0311625 | val_loss: 0.0311734 | Time: 1545.08 ms
[2021-12-03 08:42:06 main:574] : INFO : Epoch 1668 | loss: 0.0311631 | val_loss: 0.0311706 | Time: 1489.21 ms
[2021-12-03 08:42:07 main:574] : INFO : Epoch 1669 | loss: 0.031163 | val_loss: 0.0311705 | Time: 1518.52 ms
[2021-12-03 08:42:09 main:574] : INFO : Epoch 1670 | loss: 0.0311629 | val_loss: 0.0311713 | Time: 1468.05 ms
[2021-12-03 08:42:10 main:574] : INFO : Epoch 1671 | loss: 0.0311608 | val_loss: 0.0311721 | Time: 1511.55 ms
[2021-12-03 08:42:12 main:574] : INFO : Epoch 1672 | loss: 0.0311602 | val_loss: 0.0311714 | Time: 1526.07 ms
[2021-12-03 08:42:13 main:574] : INFO : Epoch 1673 | loss: 0.0311602 | val_loss: 0.0311707 | Time: 1507.53 ms
[2021-12-03 08:42:15 main:574] : INFO : Epoch 1674 | loss: 0.0311628 | val_loss: 0.0311744 | Time: 1500.72 ms
[2021-12-03 08:42:16 main:574] : INFO : Epoch 1675 | loss: 0.031168 | val_loss: 0.0311778 | Time: 1540.82 ms
[2021-12-03 08:42:18 main:574] : INFO : Epoch 1676 | loss: 0.0311638 | val_loss: 0.0311759 | Time: 1534.62 ms
[2021-12-03 08:42:19 main:574] : INFO : Epoch 1677 | loss: 0.0311624 | val_loss: 0.0311712 | Time: 1522.84 ms
[2021-12-03 08:42:21 main:574] : INFO : Epoch 1678 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 1499.41 ms
[2021-12-03 08:42:22 main:574] : INFO : Epoch 1679 | loss: 0.0311642 | val_loss: 0.031176 | Time: 1516.83 ms
[2021-12-03 08:42:24 main:574] : INFO : Epoch 1680 | loss: 0.0311632 | val_loss: 0.0311821 | Time: 1503.57 ms
[2021-12-03 08:42:26 main:574] : INFO : Epoch 1681 | loss: 0.031165 | val_loss: 0.0311712 | Time: 1545.81 ms
[2021-12-03 08:42:27 main:574] : INFO : Epoch 1682 | loss: 0.0311611 | val_loss: 0.031172 | Time: 1482.91 ms
[2021-12-03 08:42:29 main:574] : INFO : Epoch 1683 | loss: 0.0311622 | val_loss: 0.0311744 | Time: 1514.34 ms
[2021-12-03 08:42:30 main:574] : INFO : Epoch 1684 | loss: 0.0311614 | val_loss: 0.0311731 | Time: 1524.44 ms
[2021-12-03 08:42:32 main:574] : INFO : Epoch 1685 | loss: 0.0311592 | val_loss: 0.0311739 | Time: 1515.86 ms
[2021-12-03 08:42:33 main:574] : INFO : Epoch 1686 | loss: 0.0311604 | val_loss: 0.0311717 | Time: 1525.93 ms
[2021-12-03 08:42:35 main:574] : INFO : Epoch 1687 | loss: 0.0311593 | val_loss: 0.0311722 | Time: 1498.24 ms
[2021-12-03 08:42:36 main:574] : INFO : Epoch 1688 | loss: 0.0311595 | val_loss: 0.0311741 | Time: 1512.42 ms
[2021-12-03 08:42:38 main:574] : INFO : Epoch 1689 | loss: 0.0311637 | val_loss: 0.0311804 | Time: 1512.26 ms
[2021-12-03 08:42:39 main:574] : INFO : Epoch 1690 | loss: 0.0311607 | val_loss: 0.0311723 | Time: 1521.79 ms
[2021-12-03 08:42:41 main:574] : INFO : Epoch 1691 | loss: 0.0311648 | val_loss: 0.0311885 | Time: 1523.05 ms
[2021-12-03 08:42:42 main:574] : INFO : Epoch 1692 | loss: 0.0311645 | val_loss: 0.0311745 | Time: 1504.92 ms
[2021-12-03 08:42:44 main:574] : INFO : Epoch 1693 | loss: 0.0311621 | val_loss: 0.0311749 | Time: 1536.47 ms
[2021-12-03 08:42:45 main:574] : INFO : Epoch 1694 | loss: 0.0311616 | val_loss: 0.0311722 | Time: 1513.04 ms
[2021-12-03 08:42:47 main:574] : INFO : Epoch 1695 | loss: 0.0311669 | val_loss: 0.0311805 | Time: 1513.72 ms
[2021-12-03 08:42:48 main:574] : INFO : Epoch 1696 | loss: 0.0311667 | val_loss: 0.031191 | Time: 1522.33 ms
[2021-12-03 08:42:50 main:574] : INFO : Epoch 1697 | loss: 0.0311604 | val_loss: 0.0311732 | Time: 1510.08 ms
[2021-12-03 08:42:51 main:574] : INFO : Epoch 1698 | loss: 0.0311579 | val_loss: 0.0311708 | Time: 1523.73 ms
[2021-12-03 08:42:53 main:574] : INFO : Epoch 1699 | loss: 0.0311632 | val_loss: 0.0311783 | Time: 1495.93 ms
[2021-12-03 08:42:54 main:574] : INFO : Epoch 1700 | loss: 0.0311631 | val_loss: 0.0311711 | Time: 1519.28 ms
[2021-12-03 08:42:56 main:574] : INFO : Epoch 1701 | loss: 0.0311617 | val_loss: 0.0311758 | Time: 1501.83 ms
[2021-12-03 08:42:57 main:574] : INFO : Epoch 1702 | loss: 0.0311602 | val_loss: 0.0311726 | Time: 1518.27 ms
[2021-12-03 08:42:59 main:574] : INFO : Epoch 1703 | loss: 0.0311614 | val_loss: 0.0311728 | Time: 1532.05 ms
[2021-12-03 08:43:01 main:574] : INFO : Epoch 1704 | loss: 0.0311581 | val_loss: 0.031171 | Time: 1525.32 ms
[2021-12-03 08:43:02 main:574] : INFO : Epoch 1705 | loss: 0.0311601 | val_loss: 0.0311727 | Time: 1508.18 ms
[2021-12-03 08:43:04 main:574] : INFO : Epoch 1706 | loss: 0.0311645 | val_loss: 0.031175 | Time: 1490.08 ms
[2021-12-03 08:43:05 main:574] : INFO : Epoch 1707 | loss: 0.0311656 | val_loss: 0.0311717 | Time: 1508.94 ms
[2021-12-03 08:43:07 main:574] : INFO : Epoch 1708 | loss: 0.0311591 | val_loss: 0.0311701 | Time: 1510.86 ms
[2021-12-03 08:43:08 main:574] : INFO : Epoch 1709 | loss: 0.0311579 | val_loss: 0.0311717 | Time: 1515.65 ms
[2021-12-03 08:43:10 main:574] : INFO : Epoch 1710 | loss: 0.0311583 | val_loss: 0.0311714 | Time: 1524.08 ms
[2021-12-03 08:43:11 main:574] : INFO : Epoch 1711 | loss: 0.031159 | val_loss: 0.0311711 | Time: 1522 ms
[2021-12-03 08:43:13 main:574] : INFO : Epoch 1712 | loss: 0.0311584 | val_loss: 0.0311695 | Time: 1509.64 ms
[2021-12-03 08:43:14 main:574] : INFO : Epoch 1713 | loss: 0.0311593 | val_loss: 0.031174 | Time: 1528.47 ms
[2021-12-03 08:43:16 main:574] : INFO : Epoch 1714 | loss: 0.0311615 | val_loss: 0.0311701 | Time: 1512.58 ms
[2021-12-03 08:43:17 main:574] : INFO : Epoch 1715 | loss: 0.031164 | val_loss: 0.0311728 | Time: 1507.32 ms
[2021-12-03 08:43:19 main:574] : INFO : Epoch 1716 | loss: 0.0311623 | val_loss: 0.031169 | Time: 1518.99 ms
[2021-12-03 08:43:20 main:574] : INFO : Epoch 1717 | loss: 0.0311613 | val_loss: 0.0311703 | Time: 1490.99 ms
[2021-12-03 08:43:22 main:574] : INFO : Epoch 1718 | loss: 0.031161 | val_loss: 0.0311702 | Time: 1519.07 ms
[2021-12-03 08:43:23 main:574] : INFO : Epoch 1719 | loss: 0.031161 | val_loss: 0.0311819 | Time: 1525.69 ms
[2021-12-03 08:43:25 main:574] : INFO : Epoch 1720 | loss: 0.031161 | val_loss: 0.0311734 | Time: 1529 ms
[2021-12-03 08:43:26 main:574] : INFO : Epoch 1721 | loss: 0.0311611 | val_loss: 0.0311753 | Time: 1546.85 ms
[2021-12-03 08:43:28 main:574] : INFO : Epoch 1722 | loss: 0.0311619 | val_loss: 0.0311719 | Time: 1498.91 ms
[2021-12-03 08:43:29 main:574] : INFO : Epoch 1723 | loss: 0.0311588 | val_loss: 0.0311711 | Time: 1521.18 ms
[2021-12-03 08:43:31 main:574] : INFO : Epoch 1724 | loss: 0.0311591 | val_loss: 0.0311709 | Time: 1506.22 ms
[2021-12-03 08:43:32 main:574] : INFO : Epoch 1725 | loss: 0.0311593 | val_loss: 0.0311734 | Time: 1498.12 ms
[2021-12-03 08:43:34 main:574] : INFO : Epoch 1726 | loss: 0.0311616 | val_loss: 0.0311718 | Time: 1500.92 ms
[2021-12-03 08:43:35 main:574] : INFO : Epoch 1727 | loss: 0.0311612 | val_loss: 0.0311713 | Time: 1504.44 ms
[2021-12-03 08:43:37 main:574] : INFO : Epoch 1728 | loss: 0.03116 | val_loss: 0.0311711 | Time: 1514.84 ms
[2021-12-03 08:43:39 main:574] : INFO : Epoch 1729 | loss: 0.0311615 | val_loss: 0.0311727 | Time: 1581.21 ms
[2021-12-03 08:43:40 main:574] : INFO : Epoch 1730 | loss: 0.0311599 | val_loss: 0.0311731 | Time: 1540.71 ms
[2021-12-03 08:43:42 main:574] : INFO : Epoch 1731 | loss: 0.0311621 | val_loss: 0.0311795 | Time: 1513.54 ms
[2021-12-03 08:43:43 main:574] : INFO : Epoch 1732 | loss: 0.031166 | val_loss: 0.0311721 | Time: 1521.88 ms
[2021-12-03 08:43:45 main:574] : INFO : Epoch 1733 | loss: 0.0311583 | val_loss: 0.0311732 | Time: 1532.9 ms
[2021-12-03 08:43:46 main:574] : INFO : Epoch 1734 | loss: 0.0311622 | val_loss: 0.0311756 | Time: 1506.29 ms
[2021-12-03 08:43:48 main:574] : INFO : Epoch 1735 | loss: 0.0311606 | val_loss: 0.0311715 | Time: 1492.99 ms
[2021-12-03 08:43:49 main:574] : INFO : Epoch 1736 | loss: 0.0311612 | val_loss: 0.0311725 | Time: 1509.75 ms
[2021-12-03 08:43:51 main:574] : INFO : Epoch 1737 | loss: 0.0311608 | val_loss: 0.0311714 | Time: 1522.72 ms
[2021-12-03 08:43:52 main:574] : INFO : Epoch 1738 | loss: 0.0311591 | val_loss: 0.0311719 | Time: 1472.98 ms
[2021-12-03 08:43:54 main:574] : INFO : Epoch 1739 | loss: 0.0311577 | val_loss: 0.0311715 | Time: 1529.14 ms
[2021-12-03 08:43:55 main:574] : INFO : Epoch 1740 | loss: 0.0311594 | val_loss: 0.0311713 | Time: 1532.11 ms
[2021-12-03 08:43:57 main:574] : INFO : Epoch 1741 | loss: 0.0311581 | val_loss: 0.0311727 | Time: 1509.34 ms
[2021-12-03 08:43:58 main:574] : INFO : Epoch 1742 | loss: 0.0311584 | val_loss: 0.0311702 | Time: 1508.07 ms
[2021-12-03 08:44:00 main:574] : INFO : Epoch 1743 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 1513.86 ms
[2021-12-03 08:44:01 main:574] : INFO : Epoch 1744 | loss: 0.0311618 | val_loss: 0.0311722 | Time: 1496.8 ms
[2021-12-03 08:44:03 main:574] : INFO : Epoch 1745 | loss: 0.0311594 | val_loss: 0.0311735 | Time: 1508.63 ms
[2021-12-03 08:44:04 main:574] : INFO : Epoch 1746 | loss: 0.0311594 | val_loss: 0.0311762 | Time: 1540.5 ms
[2021-12-03 08:44:06 main:574] : INFO : Epoch 1747 | loss: 0.0311613 | val_loss: 0.0311716 | Time: 1523.98 ms
[2021-12-03 08:44:08 main:574] : INFO : Epoch 1748 | loss: 0.0311584 | val_loss: 0.0311716 | Time: 1514.88 ms
[2021-12-03 08:44:09 main:574] : INFO : Epoch 1749 | loss: 0.0311584 | val_loss: 0.031173 | Time: 1546.04 ms
[2021-12-03 08:44:11 main:574] : INFO : Epoch 1750 | loss: 0.0311576 | val_loss: 0.03117 | Time: 1518.22 ms
[2021-12-03 08:44:12 main:574] : INFO : Epoch 1751 | loss: 0.0311576 | val_loss: 0.0311717 | Time: 1518.66 ms
[2021-12-03 08:44:14 main:574] : INFO : Epoch 1752 | loss: 0.0311575 | val_loss: 0.0311716 | Time: 1510.34 ms
[2021-12-03 08:44:15 main:574] : INFO : Epoch 1753 | loss: 0.0311576 | val_loss: 0.0311723 | Time: 1503.55 ms
[2021-12-03 08:44:17 main:574] : INFO : Epoch 1754 | loss: 0.0311573 | val_loss: 0.0311713 | Time: 1510.48 ms
[2021-12-03 08:44:18 main:574] : INFO : Epoch 1755 | loss: 0.0311582 | val_loss: 0.0311792 | Time: 1506.28 ms
[2021-12-03 08:44:20 main:574] : INFO : Epoch 1756 | loss: 0.031161 | val_loss: 0.0311711 | Time: 1494.24 ms
[2021-12-03 08:44:21 main:574] : INFO : Epoch 1757 | loss: 0.0311619 | val_loss: 0.03117 | Time: 1506.95 ms
[2021-12-03 08:44:23 main:574] : INFO : Epoch 1758 | loss: 0.0311592 | val_loss: 0.0311705 | Time: 1515.18 ms
[2021-12-03 08:44:24 main:574] : INFO : Epoch 1759 | loss: 0.031159 | val_loss: 0.0311746 | Time: 1514.53 ms
[2021-12-03 08:44:26 main:574] : INFO : Epoch 1760 | loss: 0.0311613 | val_loss: 0.0311793 | Time: 1503.79 ms
[2021-12-03 08:44:27 main:574] : INFO : Epoch 1761 | loss: 0.0311646 | val_loss: 0.0311746 | Time: 1491.26 ms
[2021-12-03 08:44:29 main:574] : INFO : Epoch 1762 | loss: 0.031163 | val_loss: 0.0311738 | Time: 1545.68 ms
[2021-12-03 08:44:30 main:574] : INFO : Epoch 1763 | loss: 0.0311577 | val_loss: 0.03117 | Time: 1562.23 ms
[2021-12-03 08:44:32 main:574] : INFO : Epoch 1764 | loss: 0.0311576 | val_loss: 0.0311699 | Time: 1572.27 ms
[2021-12-03 08:44:34 main:574] : INFO : Epoch 1765 | loss: 0.0311576 | val_loss: 0.0311725 | Time: 1590.43 ms
[2021-12-03 08:44:35 main:574] : INFO : Epoch 1766 | loss: 0.0311582 | val_loss: 0.0311716 | Time: 1605.8 ms
[2021-12-03 08:44:37 main:574] : INFO : Epoch 1767 | loss: 0.0311577 | val_loss: 0.0311721 | Time: 1582.79 ms
[2021-12-03 08:44:38 main:574] : INFO : Epoch 1768 | loss: 0.0311578 | val_loss: 0.0311718 | Time: 1584.78 ms
[2021-12-03 08:44:40 main:574] : INFO : Epoch 1769 | loss: 0.0311589 | val_loss: 0.031173 | Time: 1500.23 ms
[2021-12-03 08:44:41 main:574] : INFO : Epoch 1770 | loss: 0.0311602 | val_loss: 0.031171 | Time: 1547.72 ms
[2021-12-03 08:44:43 main:574] : INFO : Epoch 1771 | loss: 0.0311601 | val_loss: 0.031174 | Time: 1513.05 ms
[2021-12-03 08:44:45 main:574] : INFO : Epoch 1772 | loss: 0.0311668 | val_loss: 0.0311713 | Time: 1620.69 ms
[2021-12-03 08:44:46 main:574] : INFO : Epoch 1773 | loss: 0.0311594 | val_loss: 0.031171 | Time: 1705.37 ms
[2021-12-03 08:44:48 main:574] : INFO : Epoch 1774 | loss: 0.0311602 | val_loss: 0.0311707 | Time: 1579.69 ms
[2021-12-03 08:44:49 main:574] : INFO : Epoch 1775 | loss: 0.0311606 | val_loss: 0.031175 | Time: 1593.9 ms
[2021-12-03 08:44:51 main:574] : INFO : Epoch 1776 | loss: 0.0311598 | val_loss: 0.0311726 | Time: 1592.31 ms
[2021-12-03 08:44:53 main:574] : INFO : Epoch 1777 | loss: 0.0311603 | val_loss: 0.0311744 | Time: 1732.88 ms
[2021-12-03 08:44:54 main:574] : INFO : Epoch 1778 | loss: 0.0311613 | val_loss: 0.0311729 | Time: 1694.9 ms
[2021-12-03 08:44:56 main:574] : INFO : Epoch 1779 | loss: 0.0311586 | val_loss: 0.0311746 | Time: 1679.47 ms
[2021-12-03 08:44:58 main:574] : INFO : Epoch 1780 | loss: 0.0311603 | val_loss: 0.0311787 | Time: 1699.91 ms
[2021-12-03 08:45:00 main:574] : INFO : Epoch 1781 | loss: 0.0311616 | val_loss: 0.0311754 | Time: 1634.63 ms
[2021-12-03 08:45:01 main:574] : INFO : Epoch 1782 | loss: 0.0311607 | val_loss: 0.0311743 | Time: 1581.29 ms
[2021-12-03 08:45:03 main:574] : INFO : Epoch 1783 | loss: 0.0311603 | val_loss: 0.0311717 | Time: 1610.34 ms
[2021-12-03 08:45:04 main:574] : INFO : Epoch 1784 | loss: 0.0311596 | val_loss: 0.0311739 | Time: 1584.73 ms
[2021-12-03 08:45:06 main:574] : INFO : Epoch 1785 | loss: 0.0311635 | val_loss: 0.0311728 | Time: 1642.45 ms
[2021-12-03 08:45:08 main:574] : INFO : Epoch 1786 | loss: 0.0311616 | val_loss: 0.0311721 | Time: 1687.28 ms
[2021-12-03 08:45:09 main:574] : INFO : Epoch 1787 | loss: 0.0311611 | val_loss: 0.0311747 | Time: 1562.42 ms
[2021-12-03 08:45:11 main:574] : INFO : Epoch 1788 | loss: 0.0311598 | val_loss: 0.0311711 | Time: 1483.39 ms
[2021-12-03 08:45:12 main:574] : INFO : Epoch 1789 | loss: 0.0311616 | val_loss: 0.0311752 | Time: 1527.42 ms
[2021-12-03 08:45:14 main:574] : INFO : Epoch 1790 | loss: 0.0311609 | val_loss: 0.0311755 | Time: 1561.31 ms
[2021-12-03 08:45:15 main:574] : INFO : Epoch 1791 | loss: 0.0311584 | val_loss: 0.0311721 | Time: 1599.66 ms
[2021-12-03 08:45:17 main:574] : INFO : Epoch 1792 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 1581.83 ms
[2021-12-03 08:45:19 main:574] : INFO : Epoch 1793 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 1614.89 ms
[2021-12-03 08:45:21 main:574] : INFO : Epoch 1794 | loss: 0.0311623 | val_loss: 0.0311878 | Time: 1604.8 ms
[2021-12-03 08:45:23 main:574] : INFO : Epoch 1795 | loss: 0.0311644 | val_loss: 0.0311746 | Time: 1581.88 ms
[2021-12-03 08:45:25 main:574] : INFO : Epoch 1796 | loss: 0.0311613 | val_loss: 0.0311738 | Time: 1621.25 ms
[2021-12-03 08:45:27 main:574] : INFO : Epoch 1797 | loss: 0.0311585 | val_loss: 0.0311748 | Time: 1597.51 ms
[2021-12-03 08:45:29 main:574] : INFO : Epoch 1798 | loss: 0.0311619 | val_loss: 0.031177 | Time: 1556.83 ms
[2021-12-03 08:45:31 main:574] : INFO : Epoch 1799 | loss: 0.0311586 | val_loss: 0.031175 | Time: 1592.85 ms
[2021-12-03 08:45:33 main:574] : INFO : Epoch 1800 | loss: 0.0311588 | val_loss: 0.0311749 | Time: 1629.47 ms
[2021-12-03 08:45:36 main:574] : INFO : Epoch 1801 | loss: 0.031159 | val_loss: 0.031172 | Time: 1595.21 ms
[2021-12-03 08:45:37 main:574] : INFO : Epoch 1802 | loss: 0.0311595 | val_loss: 0.0311726 | Time: 1610.9 ms
[2021-12-03 08:45:39 main:574] : INFO : Epoch 1803 | loss: 0.0311601 | val_loss: 0.0311781 | Time: 1650.91 ms
[2021-12-03 08:45:41 main:574] : INFO : Epoch 1804 | loss: 0.0311591 | val_loss: 0.0311732 | Time: 1603.89 ms
[2021-12-03 08:45:44 main:574] : INFO : Epoch 1805 | loss: 0.0311569 | val_loss: 0.0311722 | Time: 1622.73 ms
[2021-12-03 08:45:46 main:574] : INFO : Epoch 1806 | loss: 0.0311606 | val_loss: 0.0311767 | Time: 1629.51 ms
[2021-12-03 08:45:47 main:574] : INFO : Epoch 1807 | loss: 0.0311587 | val_loss: 0.0311742 | Time: 1557.5 ms
[2021-12-03 08:45:49 main:574] : INFO : Epoch 1808 | loss: 0.0311571 | val_loss: 0.0311751 | Time: 1581.05 ms
[2021-12-03 08:45:51 main:574] : INFO : Epoch 1809 | loss: 0.0311574 | val_loss: 0.0311738 | Time: 1610.96 ms
[2021-12-03 08:45:53 main:574] : INFO : Epoch 1810 | loss: 0.0311573 | val_loss: 0.0311727 | Time: 1603.75 ms
[2021-12-03 08:45:55 main:574] : INFO : Epoch 1811 | loss: 0.0311579 | val_loss: 0.0311725 | Time: 1572.48 ms
[2021-12-03 08:45:57 main:574] : INFO : Epoch 1812 | loss: 0.0311602 | val_loss: 0.0311718 | Time: 1563.28 ms
[2021-12-03 08:45:59 main:574] : INFO : Epoch 1813 | loss: 0.0311587 | val_loss: 0.0311716 | Time: 1595.37 ms
[2021-12-03 08:46:00 main:574] : INFO : Epoch 1814 | loss: 0.0311591 | val_loss: 0.0311853 | Time: 1565.09 ms
[2021-12-03 08:46:02 main:574] : INFO : Epoch 1815 | loss: 0.0311646 | val_loss: 0.031174 | Time: 1611.46 ms
[2021-12-03 08:46:04 main:574] : INFO : Epoch 1816 | loss: 0.0311594 | val_loss: 0.0311738 | Time: 1644.27 ms
[2021-12-03 08:46:05 main:574] : INFO : Epoch 1817 | loss: 0.0311597 | val_loss: 0.0311762 | Time: 1589.23 ms
[2021-12-03 08:46:07 main:574] : INFO : Epoch 1818 | loss: 0.0311584 | val_loss: 0.0311733 | Time: 1651.07 ms
[2021-12-03 08:46:09 main:574] : INFO : Epoch 1819 | loss: 0.0311562 | val_loss: 0.0311768 | Time: 1754.49 ms
[2021-12-03 08:46:10 main:574] : INFO : Epoch 1820 | loss: 0.0311559 | val_loss: 0.0311747 | Time: 1745.34 ms
[2021-12-03 08:46:12 main:574] : INFO : Epoch 1821 | loss: 0.0311559 | val_loss: 0.0311715 | Time: 1588.02 ms
[2021-12-03 08:46:13 main:574] : INFO : Epoch 1822 | loss: 0.0311582 | val_loss: 0.0311732 | Time: 1504.29 ms
[2021-12-03 08:46:15 main:574] : INFO : Epoch 1823 | loss: 0.031159 | val_loss: 0.0311743 | Time: 1505 ms
[2021-12-03 08:46:16 main:574] : INFO : Epoch 1824 | loss: 0.031159 | val_loss: 0.0311756 | Time: 1495.02 ms
[2021-12-03 08:46:18 main:574] : INFO : Epoch 1825 | loss: 0.0311608 | val_loss: 0.0311747 | Time: 1514.13 ms
[2021-12-03 08:46:20 main:574] : INFO : Epoch 1826 | loss: 0.0311573 | val_loss: 0.0311717 | Time: 1515.4 ms
[2021-12-03 08:46:21 main:574] : INFO : Epoch 1827 | loss: 0.0311573 | val_loss: 0.0311765 | Time: 1539.32 ms
[2021-12-03 08:46:23 main:574] : INFO : Epoch 1828 | loss: 0.0311571 | val_loss: 0.0311738 | Time: 1502.76 ms
[2021-12-03 08:46:24 main:574] : INFO : Epoch 1829 | loss: 0.0311578 | val_loss: 0.0311721 | Time: 1530.56 ms
[2021-12-03 08:46:26 main:574] : INFO : Epoch 1830 | loss: 0.0311563 | val_loss: 0.0311722 | Time: 1518.43 ms
[2021-12-03 08:46:27 main:574] : INFO : Epoch 1831 | loss: 0.0311573 | val_loss: 0.0311734 | Time: 1508.49 ms
[2021-12-03 08:46:29 main:574] : INFO : Epoch 1832 | loss: 0.0311596 | val_loss: 0.0311765 | Time: 1516.79 ms
[2021-12-03 08:46:30 main:574] : INFO : Epoch 1833 | loss: 0.0311624 | val_loss: 0.0311761 | Time: 1533.29 ms
[2021-12-03 08:46:32 main:574] : INFO : Epoch 1834 | loss: 0.0311612 | val_loss: 0.031173 | Time: 1507.12 ms
[2021-12-03 08:46:33 main:574] : INFO : Epoch 1835 | loss: 0.0311625 | val_loss: 0.0311732 | Time: 1507.49 ms
[2021-12-03 08:46:35 main:574] : INFO : Epoch 1836 | loss: 0.031158 | val_loss: 0.0311744 | Time: 1497.7 ms
[2021-12-03 08:46:36 main:574] : INFO : Epoch 1837 | loss: 0.0311578 | val_loss: 0.0311719 | Time: 1496.46 ms
[2021-12-03 08:46:38 main:574] : INFO : Epoch 1838 | loss: 0.0311593 | val_loss: 0.0311722 | Time: 1531.07 ms
[2021-12-03 08:46:39 main:574] : INFO : Epoch 1839 | loss: 0.0311593 | val_loss: 0.0311753 | Time: 1540.83 ms
[2021-12-03 08:46:41 main:574] : INFO : Epoch 1840 | loss: 0.0311576 | val_loss: 0.0311734 | Time: 1525.94 ms
[2021-12-03 08:46:42 main:574] : INFO : Epoch 1841 | loss: 0.0311583 | val_loss: 0.0311742 | Time: 1528.44 ms
[2021-12-03 08:46:44 main:574] : INFO : Epoch 1842 | loss: 0.0311581 | val_loss: 0.0311775 | Time: 1519.15 ms
[2021-12-03 08:46:45 main:574] : INFO : Epoch 1843 | loss: 0.0311583 | val_loss: 0.0311862 | Time: 1537.65 ms
[2021-12-03 08:46:47 main:574] : INFO : Epoch 1844 | loss: 0.0311616 | val_loss: 0.0311752 | Time: 1504.61 ms
[2021-12-03 08:46:49 main:574] : INFO : Epoch 1845 | loss: 0.0311583 | val_loss: 0.0311712 | Time: 1511.54 ms
[2021-12-03 08:46:50 main:574] : INFO : Epoch 1846 | loss: 0.0311643 | val_loss: 0.0311701 | Time: 1519.18 ms
[2021-12-03 08:46:52 main:574] : INFO : Epoch 1847 | loss: 0.0311655 | val_loss: 0.0311703 | Time: 1521.16 ms
[2021-12-03 08:46:53 main:574] : INFO : Epoch 1848 | loss: 0.0311652 | val_loss: 0.0311739 | Time: 1522.43 ms
[2021-12-03 08:46:55 main:574] : INFO : Epoch 1849 | loss: 0.0311611 | val_loss: 0.0311708 | Time: 1532.92 ms
[2021-12-03 08:46:56 main:574] : INFO : Epoch 1850 | loss: 0.0311599 | val_loss: 0.0311731 | Time: 1501.96 ms
[2021-12-03 08:46:58 main:574] : INFO : Epoch 1851 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 1510.63 ms
[2021-12-03 08:46:59 main:574] : INFO : Epoch 1852 | loss: 0.0311648 | val_loss: 0.0311821 | Time: 1526.74 ms
[2021-12-03 08:47:01 main:574] : INFO : Epoch 1853 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 1510.74 ms
[2021-12-03 08:47:02 main:574] : INFO : Epoch 1854 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 1500.54 ms
[2021-12-03 08:47:04 main:574] : INFO : Epoch 1855 | loss: 0.0311573 | val_loss: 0.0311729 | Time: 1533.81 ms
[2021-12-03 08:47:05 main:574] : INFO : Epoch 1856 | loss: 0.0311574 | val_loss: 0.0311702 | Time: 1519.01 ms
[2021-12-03 08:47:07 main:574] : INFO : Epoch 1857 | loss: 0.0311573 | val_loss: 0.0311694 | Time: 1528.01 ms
[2021-12-03 08:47:08 main:574] : INFO : Epoch 1858 | loss: 0.0311563 | val_loss: 0.0311711 | Time: 1524.54 ms
[2021-12-03 08:47:10 main:574] : INFO : Epoch 1859 | loss: 0.0311587 | val_loss: 0.0311678 | Time: 1548.6 ms
[2021-12-03 08:47:11 main:574] : INFO : Epoch 1860 | loss: 0.0311569 | val_loss: 0.0311696 | Time: 1522.67 ms
[2021-12-03 08:47:13 main:574] : INFO : Epoch 1861 | loss: 0.0311584 | val_loss: 0.0311722 | Time: 1520.1 ms
[2021-12-03 08:47:14 main:574] : INFO : Epoch 1862 | loss: 0.0311574 | val_loss: 0.0311672 | Time: 1532.33 ms
[2021-12-03 08:47:16 main:574] : INFO : Epoch 1863 | loss: 0.0311554 | val_loss: 0.0311672 | Time: 1489.61 ms
[2021-12-03 08:47:18 main:574] : INFO : Epoch 1864 | loss: 0.0311562 | val_loss: 0.0311677 | Time: 1534.89 ms
[2021-12-03 08:47:19 main:574] : INFO : Epoch 1865 | loss: 0.0311597 | val_loss: 0.0311672 | Time: 1510.86 ms
[2021-12-03 08:47:21 main:574] : INFO : Epoch 1866 | loss: 0.0311597 | val_loss: 0.0311702 | Time: 1565.86 ms
[2021-12-03 08:47:22 main:574] : INFO : Epoch 1867 | loss: 0.0311569 | val_loss: 0.0311753 | Time: 1506.51 ms
[2021-12-03 08:47:24 main:574] : INFO : Epoch 1868 | loss: 0.0311594 | val_loss: 0.0311691 | Time: 1519.75 ms
[2021-12-03 08:47:25 main:574] : INFO : Epoch 1869 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 1546.18 ms
[2021-12-03 08:47:27 main:574] : INFO : Epoch 1870 | loss: 0.0311573 | val_loss: 0.0311725 | Time: 1510.34 ms
[2021-12-03 08:47:28 main:574] : INFO : Epoch 1871 | loss: 0.0311571 | val_loss: 0.0311672 | Time: 1507.07 ms
[2021-12-03 08:47:30 main:574] : INFO : Epoch 1872 | loss: 0.0311556 | val_loss: 0.0311684 | Time: 1511.7 ms
[2021-12-03 08:47:31 main:574] : INFO : Epoch 1873 | loss: 0.031154 | val_loss: 0.0311683 | Time: 1498.04 ms
[2021-12-03 08:47:33 main:574] : INFO : Epoch 1874 | loss: 0.0311529 | val_loss: 0.031169 | Time: 1514.31 ms
[2021-12-03 08:47:34 main:574] : INFO : Epoch 1875 | loss: 0.0311541 | val_loss: 0.0311685 | Time: 1545.7 ms
[2021-12-03 08:47:36 main:574] : INFO : Epoch 1876 | loss: 0.0311527 | val_loss: 0.0311696 | Time: 1509.97 ms
[2021-12-03 08:47:37 main:574] : INFO : Epoch 1877 | loss: 0.0311568 | val_loss: 0.0311895 | Time: 1513.31 ms
[2021-12-03 08:47:39 main:574] : INFO : Epoch 1878 | loss: 0.0311597 | val_loss: 0.0311709 | Time: 1504.32 ms
[2021-12-03 08:47:40 main:574] : INFO : Epoch 1879 | loss: 0.031155 | val_loss: 0.031168 | Time: 1500.17 ms
[2021-12-03 08:47:42 main:574] : INFO : Epoch 1880 | loss: 0.0311536 | val_loss: 0.0311699 | Time: 1496.01 ms
[2021-12-03 08:47:43 main:574] : INFO : Epoch 1881 | loss: 0.0311556 | val_loss: 0.0311802 | Time: 1503.59 ms
[2021-12-03 08:47:45 main:574] : INFO : Epoch 1882 | loss: 0.0311597 | val_loss: 0.031171 | Time: 1503.98 ms
[2021-12-03 08:47:46 main:574] : INFO : Epoch 1883 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 1502.6 ms
[2021-12-03 08:47:48 main:574] : INFO : Epoch 1884 | loss: 0.0311557 | val_loss: 0.0311704 | Time: 1519.01 ms
[2021-12-03 08:47:49 main:574] : INFO : Epoch 1885 | loss: 0.0311536 | val_loss: 0.0311692 | Time: 1543.69 ms
[2021-12-03 08:47:51 main:574] : INFO : Epoch 1886 | loss: 0.0311535 | val_loss: 0.031169 | Time: 1507.82 ms
[2021-12-03 08:47:53 main:574] : INFO : Epoch 1887 | loss: 0.0311535 | val_loss: 0.0311699 | Time: 1517.2 ms
[2021-12-03 08:47:54 main:574] : INFO : Epoch 1888 | loss: 0.0311528 | val_loss: 0.0311688 | Time: 1509.74 ms
[2021-12-03 08:47:56 main:574] : INFO : Epoch 1889 | loss: 0.0311532 | val_loss: 0.0311795 | Time: 1509.39 ms
[2021-12-03 08:47:57 main:574] : INFO : Epoch 1890 | loss: 0.0311549 | val_loss: 0.0311678 | Time: 1471.47 ms
[2021-12-03 08:47:59 main:574] : INFO : Epoch 1891 | loss: 0.0311518 | val_loss: 0.0311676 | Time: 1486.64 ms
[2021-12-03 08:48:00 main:574] : INFO : Epoch 1892 | loss: 0.0311518 | val_loss: 0.0311711 | Time: 1489.8 ms
[2021-12-03 08:48:02 main:574] : INFO : Epoch 1893 | loss: 0.0311527 | val_loss: 0.0311693 | Time: 1525.36 ms
[2021-12-03 08:48:03 main:574] : INFO : Epoch 1894 | loss: 0.031153 | val_loss: 0.0311739 | Time: 1516.92 ms
[2021-12-03 08:48:05 main:574] : INFO : Epoch 1895 | loss: 0.0311547 | val_loss: 0.031171 | Time: 1502.32 ms
[2021-12-03 08:48:06 main:574] : INFO : Epoch 1896 | loss: 0.0311531 | val_loss: 0.0311698 | Time: 1522.37 ms
[2021-12-03 08:48:08 main:574] : INFO : Epoch 1897 | loss: 0.0311522 | val_loss: 0.0311701 | Time: 1518.78 ms
[2021-12-03 08:48:09 main:574] : INFO : Epoch 1898 | loss: 0.0311534 | val_loss: 0.0311743 | Time: 1526.94 ms
[2021-12-03 08:48:11 main:574] : INFO : Epoch 1899 | loss: 0.0311553 | val_loss: 0.031169 | Time: 1531.48 ms
[2021-12-03 08:48:12 main:574] : INFO : Epoch 1900 | loss: 0.0311517 | val_loss: 0.031167 | Time: 1525.92 ms
[2021-12-03 08:48:14 main:574] : INFO : Epoch 1901 | loss: 0.0311536 | val_loss: 0.0311673 | Time: 1616.7 ms
[2021-12-03 08:48:15 main:574] : INFO : Epoch 1902 | loss: 0.0311536 | val_loss: 0.031168 | Time: 1511.36 ms
[2021-12-03 08:48:17 main:574] : INFO : Epoch 1903 | loss: 0.0311557 | val_loss: 0.0311663 | Time: 1507.4 ms
[2021-12-03 08:48:18 main:574] : INFO : Epoch 1904 | loss: 0.0311535 | val_loss: 0.0311676 | Time: 1500.89 ms
[2021-12-03 08:48:20 main:574] : INFO : Epoch 1905 | loss: 0.0311522 | val_loss: 0.0311682 | Time: 1512.58 ms
[2021-12-03 08:48:21 main:574] : INFO : Epoch 1906 | loss: 0.0311523 | val_loss: 0.0311699 | Time: 1506.6 ms
[2021-12-03 08:48:23 main:574] : INFO : Epoch 1907 | loss: 0.0311549 | val_loss: 0.0311671 | Time: 1495.35 ms
[2021-12-03 08:48:24 main:574] : INFO : Epoch 1908 | loss: 0.0311561 | val_loss: 0.0311692 | Time: 1495.5 ms
[2021-12-03 08:48:26 main:574] : INFO : Epoch 1909 | loss: 0.0311532 | val_loss: 0.0311679 | Time: 1510.88 ms
[2021-12-03 08:48:27 main:574] : INFO : Epoch 1910 | loss: 0.0311536 | val_loss: 0.0311669 | Time: 1492.75 ms
[2021-12-03 08:48:29 main:574] : INFO : Epoch 1911 | loss: 0.031157 | val_loss: 0.0311693 | Time: 1536.71 ms
[2021-12-03 08:48:31 main:574] : INFO : Epoch 1912 | loss: 0.0311533 | val_loss: 0.0311695 | Time: 1520.93 ms
[2021-12-03 08:48:32 main:574] : INFO : Epoch 1913 | loss: 0.0311559 | val_loss: 0.031166 | Time: 1523.55 ms
[2021-12-03 08:48:34 main:574] : INFO : Epoch 1914 | loss: 0.0311527 | val_loss: 0.0311661 | Time: 1554.12 ms
[2021-12-03 08:48:35 main:574] : INFO : Epoch 1915 | loss: 0.0311519 | val_loss: 0.0311702 | Time: 1528.76 ms
[2021-12-03 08:48:37 main:574] : INFO : Epoch 1916 | loss: 0.0311528 | val_loss: 0.0311667 | Time: 1510.17 ms
[2021-12-03 08:48:38 main:574] : INFO : Epoch 1917 | loss: 0.0311536 | val_loss: 0.0311665 | Time: 1509.67 ms
[2021-12-03 08:48:40 main:574] : INFO : Epoch 1918 | loss: 0.0311514 | val_loss: 0.0311665 | Time: 1515.06 ms
[2021-12-03 08:48:41 main:574] : INFO : Epoch 1919 | loss: 0.031152 | val_loss: 0.0311677 | Time: 1519.01 ms
[2021-12-03 08:48:43 main:574] : INFO : Epoch 1920 | loss: 0.0311521 | val_loss: 0.0311704 | Time: 1503.38 ms
[2021-12-03 08:48:44 main:574] : INFO : Epoch 1921 | loss: 0.0311556 | val_loss: 0.0311721 | Time: 1525.02 ms
[2021-12-03 08:48:46 main:574] : INFO : Epoch 1922 | loss: 0.0311544 | val_loss: 0.0311658 | Time: 1519.88 ms
[2021-12-03 08:48:47 main:574] : INFO : Epoch 1923 | loss: 0.0311527 | val_loss: 0.0311652 | Time: 1503.53 ms
[2021-12-03 08:48:49 main:574] : INFO : Epoch 1924 | loss: 0.0311512 | val_loss: 0.0311668 | Time: 1519.59 ms
[2021-12-03 08:48:50 main:574] : INFO : Epoch 1925 | loss: 0.0311521 | val_loss: 0.0311675 | Time: 1483.85 ms
[2021-12-03 08:48:52 main:574] : INFO : Epoch 1926 | loss: 0.0311527 | val_loss: 0.0311659 | Time: 1526.95 ms
[2021-12-03 08:48:53 main:574] : INFO : Epoch 1927 | loss: 0.0311531 | val_loss: 0.0311677 | Time: 1506.81 ms
[2021-12-03 08:48:55 main:574] : INFO : Epoch 1928 | loss: 0.0311537 | val_loss: 0.0311678 | Time: 1523.16 ms
[2021-12-03 08:48:56 main:574] : INFO : Epoch 1929 | loss: 0.0311547 | val_loss: 0.031168 | Time: 1512.34 ms
[2021-12-03 08:48:58 main:574] : INFO : Epoch 1930 | loss: 0.0311559 | val_loss: 0.031166 | Time: 1527.06 ms
[2021-12-03 08:48:59 main:574] : INFO : Epoch 1931 | loss: 0.0311563 | val_loss: 0.0311762 | Time: 1511.06 ms
[2021-12-03 08:49:01 main:574] : INFO : Epoch 1932 | loss: 0.0311593 | val_loss: 0.0311681 | Time: 1521.24 ms
[2021-12-03 08:49:03 main:574] : INFO : Epoch 1933 | loss: 0.0311549 | val_loss: 0.0311717 | Time: 1502.33 ms
[2021-12-03 08:49:04 main:574] : INFO : Epoch 1934 | loss: 0.0311547 | val_loss: 0.0311696 | Time: 1504.73 ms
[2021-12-03 08:49:06 main:574] : INFO : Epoch 1935 | loss: 0.0311555 | val_loss: 0.0311705 | Time: 1528.95 ms
[2021-12-03 08:49:07 main:574] : INFO : Epoch 1936 | loss: 0.0311554 | val_loss: 0.031169 | Time: 1514.67 ms
[2021-12-03 08:49:09 main:574] : INFO : Epoch 1937 | loss: 0.0311547 | val_loss: 0.0311678 | Time: 1519.22 ms
[2021-12-03 08:49:10 main:574] : INFO : Epoch 1938 | loss: 0.0311544 | val_loss: 0.0311701 | Time: 1494.88 ms
[2021-12-03 08:49:12 main:574] : INFO : Epoch 1939 | loss: 0.0311538 | val_loss: 0.0311684 | Time: 1522.66 ms
[2021-12-03 08:49:13 main:574] : INFO : Epoch 1940 | loss: 0.0311539 | val_loss: 0.0311664 | Time: 1529.25 ms
[2021-12-03 08:49:15 main:574] : INFO : Epoch 1941 | loss: 0.031153 | val_loss: 0.0311672 | Time: 1523.61 ms
[2021-12-03 08:49:16 main:574] : INFO : Epoch 1942 | loss: 0.0311566 | val_loss: 0.0311676 | Time: 1520.57 ms
[2021-12-03 08:49:18 main:574] : INFO : Epoch 1943 | loss: 0.0311545 | val_loss: 0.0311683 | Time: 1521.57 ms
[2021-12-03 08:49:19 main:574] : INFO : Epoch 1944 | loss: 0.0311539 | val_loss: 0.0311658 | Time: 1496.18 ms
[2021-12-03 08:49:21 main:574] : INFO : Epoch 1945 | loss: 0.0311555 | val_loss: 0.0311672 | Time: 1499.94 ms
[2021-12-03 08:49:22 main:574] : INFO : Epoch 1946 | loss: 0.0311526 | val_loss: 0.0311688 | Time: 1515.04 ms
[2021-12-03 08:49:24 main:574] : INFO : Epoch 1947 | loss: 0.0311548 | val_loss: 0.0311685 | Time: 1500.67 ms
[2021-12-03 08:49:25 main:574] : INFO : Epoch 1948 | loss: 0.0311545 | val_loss: 0.0311715 | Time: 1553.66 ms
[2021-12-03 08:49:27 main:574] : INFO : Epoch 1949 | loss: 0.031162 | val_loss: 0.0311693 | Time: 1501.79 ms
[2021-12-03 08:49:28 main:574] : INFO : Epoch 1950 | loss: 0.0311577 | val_loss: 0.0311677 | Time: 1513.41 ms
[2021-12-03 08:49:30 main:574] : INFO : Epoch 1951 | loss: 0.031156 | val_loss: 0.0311669 | Time: 1538.29 ms
[2021-12-03 08:49:32 main:574] : INFO : Epoch 1952 | loss: 0.0311552 | val_loss: 0.0311683 | Time: 1556.55 ms
[2021-12-03 08:49:33 main:574] : INFO : Epoch 1953 | loss: 0.0311534 | val_loss: 0.0311651 | Time: 1501.82 ms
[2021-12-03 08:49:35 main:574] : INFO : Epoch 1954 | loss: 0.0311579 | val_loss: 0.0311709 | Time: 1496.47 ms
[2021-12-03 08:49:36 main:574] : INFO : Epoch 1955 | loss: 0.0311559 | val_loss: 0.0311669 | Time: 1521.62 ms
[2021-12-03 08:49:38 main:574] : INFO : Epoch 1956 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 1511.58 ms
[2021-12-03 08:49:39 main:574] : INFO : Epoch 1957 | loss: 0.031158 | val_loss: 0.031168 | Time: 1525.37 ms
[2021-12-03 08:49:41 main:574] : INFO : Epoch 1958 | loss: 0.0311553 | val_loss: 0.0311674 | Time: 1540.38 ms
[2021-12-03 08:49:42 main:574] : INFO : Epoch 1959 | loss: 0.0311567 | val_loss: 0.0311673 | Time: 1529.03 ms
[2021-12-03 08:49:44 main:574] : INFO : Epoch 1960 | loss: 0.0311548 | val_loss: 0.0311683 | Time: 1513.16 ms
[2021-12-03 08:49:45 main:574] : INFO : Epoch 1961 | loss: 0.0311556 | val_loss: 0.0311655 | Time: 1528.92 ms
[2021-12-03 08:49:47 main:574] : INFO : Epoch 1962 | loss: 0.0311535 | val_loss: 0.0311701 | Time: 1510.87 ms
[2021-12-03 08:49:48 main:574] : INFO : Epoch 1963 | loss: 0.031157 | val_loss: 0.0311724 | Time: 1510.31 ms
[2021-12-03 08:49:50 main:574] : INFO : Epoch 1964 | loss: 0.0311588 | val_loss: 0.0311758 | Time: 1517.91 ms
[2021-12-03 08:49:51 main:574] : INFO : Epoch 1965 | loss: 0.0311584 | val_loss: 0.0311675 | Time: 1505.26 ms
[2021-12-03 08:49:53 main:574] : INFO : Epoch 1966 | loss: 0.0311542 | val_loss: 0.0311733 | Time: 1512.78 ms
[2021-12-03 08:49:54 main:574] : INFO : Epoch 1967 | loss: 0.0311556 | val_loss: 0.0311704 | Time: 1525.96 ms
[2021-12-03 08:49:56 main:574] : INFO : Epoch 1968 | loss: 0.0311548 | val_loss: 0.0311679 | Time: 1542.64 ms
[2021-12-03 08:49:57 main:574] : INFO : Epoch 1969 | loss: 0.0311539 | val_loss: 0.0311684 | Time: 1526.97 ms
[2021-12-03 08:49:59 main:574] : INFO : Epoch 1970 | loss: 0.0311549 | val_loss: 0.0311692 | Time: 1501.89 ms
[2021-12-03 08:50:00 main:574] : INFO : Epoch 1971 | loss: 0.0311546 | val_loss: 0.0311676 | Time: 1503.05 ms
[2021-12-03 08:50:02 main:574] : INFO : Epoch 1972 | loss: 0.0311554 | val_loss: 0.031169 | Time: 1525.51 ms
[2021-12-03 08:50:04 main:574] : INFO : Epoch 1973 | loss: 0.0311555 | val_loss: 0.0311698 | Time: 1516.02 ms
[2021-12-03 08:50:05 main:574] : INFO : Epoch 1974 | loss: 0.0311546 | val_loss: 0.0311734 | Time: 1508.54 ms
[2021-12-03 08:50:07 main:574] : INFO : Epoch 1975 | loss: 0.0311583 | val_loss: 0.03117 | Time: 1510.15 ms
[2021-12-03 08:50:08 main:574] : INFO : Epoch 1976 | loss: 0.0311562 | val_loss: 0.0311667 | Time: 1500.54 ms
[2021-12-03 08:50:10 main:574] : INFO : Epoch 1977 | loss: 0.0311553 | val_loss: 0.0311686 | Time: 1550.83 ms
[2021-12-03 08:50:11 main:574] : INFO : Epoch 1978 | loss: 0.031153 | val_loss: 0.0311663 | Time: 1502.15 ms
[2021-12-03 08:50:13 main:574] : INFO : Epoch 1979 | loss: 0.0311521 | val_loss: 0.03117 | Time: 1501.38 ms
[2021-12-03 08:50:14 main:574] : INFO : Epoch 1980 | loss: 0.031152 | val_loss: 0.0311647 | Time: 1514.03 ms
[2021-12-03 08:50:16 main:574] : INFO : Epoch 1981 | loss: 0.0311513 | val_loss: 0.0311673 | Time: 1510.87 ms
[2021-12-03 08:50:17 main:574] : INFO : Epoch 1982 | loss: 0.0311534 | val_loss: 0.031175 | Time: 1510.41 ms
[2021-12-03 08:50:19 main:574] : INFO : Epoch 1983 | loss: 0.0311681 | val_loss: 0.031174 | Time: 1527.15 ms
[2021-12-03 08:50:20 main:574] : INFO : Epoch 1984 | loss: 0.0311627 | val_loss: 0.0311781 | Time: 1516.96 ms
[2021-12-03 08:50:22 main:574] : INFO : Epoch 1985 | loss: 0.0311564 | val_loss: 0.0311666 | Time: 1525.18 ms
[2021-12-03 08:50:23 main:574] : INFO : Epoch 1986 | loss: 0.0311535 | val_loss: 0.0311676 | Time: 1555.52 ms
[2021-12-03 08:50:25 main:574] : INFO : Epoch 1987 | loss: 0.0311538 | val_loss: 0.0311674 | Time: 1534.99 ms
[2021-12-03 08:50:26 main:574] : INFO : Epoch 1988 | loss: 0.0311556 | val_loss: 0.03117 | Time: 1537.36 ms
[2021-12-03 08:50:28 main:574] : INFO : Epoch 1989 | loss: 0.0311539 | val_loss: 0.0311671 | Time: 1505.64 ms
[2021-12-03 08:50:29 main:574] : INFO : Epoch 1990 | loss: 0.0311528 | val_loss: 0.0311675 | Time: 1517.48 ms
[2021-12-03 08:50:31 main:574] : INFO : Epoch 1991 | loss: 0.0311527 | val_loss: 0.0311663 | Time: 1495.17 ms
[2021-12-03 08:50:33 main:574] : INFO : Epoch 1992 | loss: 0.0311537 | val_loss: 0.0311656 | Time: 1521.58 ms
[2021-12-03 08:50:34 main:574] : INFO : Epoch 1993 | loss: 0.0311536 | val_loss: 0.0311656 | Time: 1503.73 ms
[2021-12-03 08:50:36 main:574] : INFO : Epoch 1994 | loss: 0.0311534 | val_loss: 0.0311663 | Time: 1516.1 ms
[2021-12-03 08:50:37 main:574] : INFO : Epoch 1995 | loss: 0.0311522 | val_loss: 0.0311688 | Time: 1518.63 ms
[2021-12-03 08:50:39 main:574] : INFO : Epoch 1996 | loss: 0.0311528 | val_loss: 0.0311668 | Time: 1543.14 ms
[2021-12-03 08:50:40 main:574] : INFO : Epoch 1997 | loss: 0.0311567 | val_loss: 0.0311697 | Time: 1498.2 ms
[2021-12-03 08:50:42 main:574] : INFO : Epoch 1998 | loss: 0.0311528 | val_loss: 0.0311677 | Time: 1542.42 ms
[2021-12-03 08:50:43 main:574] : INFO : Epoch 1999 | loss: 0.0311531 | val_loss: 0.0311682 | Time: 1500.63 ms
[2021-12-03 08:50:45 main:574] : INFO : Epoch 2000 | loss: 0.0311562 | val_loss: 0.0311666 | Time: 1510.7 ms
[2021-12-03 08:50:46 main:574] : INFO : Epoch 2001 | loss: 0.0311543 | val_loss: 0.0311667 | Time: 1510.84 ms
[2021-12-03 08:50:48 main:574] : INFO : Epoch 2002 | loss: 0.0311506 | val_loss: 0.0311671 | Time: 1491.77 ms
[2021-12-03 08:50:49 main:574] : INFO : Epoch 2003 | loss: 0.0311515 | val_loss: 0.0311659 | Time: 1508.79 ms
[2021-12-03 08:50:51 main:574] : INFO : Epoch 2004 | loss: 0.0311515 | val_loss: 0.0311692 | Time: 1488.38 ms
[2021-12-03 08:50:52 main:574] : INFO : Epoch 2005 | loss: 0.0311521 | val_loss: 0.0311686 | Time: 1512.16 ms
[2021-12-03 08:50:54 main:574] : INFO : Epoch 2006 | loss: 0.0311512 | val_loss: 0.0311672 | Time: 1552.72 ms
[2021-12-03 08:50:55 main:574] : INFO : Epoch 2007 | loss: 0.0311542 | val_loss: 0.0311672 | Time: 1508.23 ms
[2021-12-03 08:50:57 main:574] : INFO : Epoch 2008 | loss: 0.0311531 | val_loss: 0.0311689 | Time: 1498.65 ms
[2021-12-03 08:50:58 main:574] : INFO : Epoch 2009 | loss: 0.0311532 | val_loss: 0.0311661 | Time: 1517.04 ms
[2021-12-03 08:51:00 main:574] : INFO : Epoch 2010 | loss: 0.0311546 | val_loss: 0.0311654 | Time: 1545.62 ms
[2021-12-03 08:51:01 main:574] : INFO : Epoch 2011 | loss: 0.0311532 | val_loss: 0.0311701 | Time: 1534.27 ms
[2021-12-03 08:51:03 main:574] : INFO : Epoch 2012 | loss: 0.0311545 | val_loss: 0.0311665 | Time: 1524.74 ms
[2021-12-03 08:51:04 main:574] : INFO : Epoch 2013 | loss: 0.0311526 | val_loss: 0.0311644 | Time: 1519.4 ms
[2021-12-03 08:51:06 main:574] : INFO : Epoch 2014 | loss: 0.0311545 | val_loss: 0.0311663 | Time: 1518.53 ms
[2021-12-03 08:51:08 main:574] : INFO : Epoch 2015 | loss: 0.0311516 | val_loss: 0.0311673 | Time: 1509.2 ms
[2021-12-03 08:51:09 main:574] : INFO : Epoch 2016 | loss: 0.0311523 | val_loss: 0.0311672 | Time: 1523.49 ms
[2021-12-03 08:51:11 main:574] : INFO : Epoch 2017 | loss: 0.0311512 | val_loss: 0.0311692 | Time: 1503.69 ms
[2021-12-03 08:51:12 main:574] : INFO : Epoch 2018 | loss: 0.0311516 | val_loss: 0.0311651 | Time: 1518.49 ms
[2021-12-03 08:51:14 main:574] : INFO : Epoch 2019 | loss: 0.0311519 | val_loss: 0.0311667 | Time: 1546.58 ms
[2021-12-03 08:51:15 main:574] : INFO : Epoch 2020 | loss: 0.0311503 | val_loss: 0.0311647 | Time: 1523.9 ms
[2021-12-03 08:51:17 main:574] : INFO : Epoch 2021 | loss: 0.0311516 | val_loss: 0.0311659 | Time: 1520.08 ms
[2021-12-03 08:51:18 main:574] : INFO : Epoch 2022 | loss: 0.0311512 | val_loss: 0.0311646 | Time: 1518.69 ms
[2021-12-03 08:51:20 main:574] : INFO : Epoch 2023 | loss: 0.0311529 | val_loss: 0.0311667 | Time: 1515.98 ms
[2021-12-03 08:51:21 main:574] : INFO : Epoch 2024 | loss: 0.0311508 | val_loss: 0.0311653 | Time: 1565.62 ms
[2021-12-03 08:51:23 main:574] : INFO : Epoch 2025 | loss: 0.0311507 | val_loss: 0.0311652 | Time: 1514.32 ms
[2021-12-03 08:51:24 main:574] : INFO : Epoch 2026 | loss: 0.0311503 | val_loss: 0.0311731 | Time: 1509.07 ms
[2021-12-03 08:51:26 main:574] : INFO : Epoch 2027 | loss: 0.0311526 | val_loss: 0.0311679 | Time: 1550.47 ms
[2021-12-03 08:51:27 main:574] : INFO : Epoch 2028 | loss: 0.0311519 | val_loss: 0.0311639 | Time: 1511.99 ms
[2021-12-03 08:51:29 main:574] : INFO : Epoch 2029 | loss: 0.031153 | val_loss: 0.031167 | Time: 1523.17 ms
[2021-12-03 08:51:30 main:574] : INFO : Epoch 2030 | loss: 0.0311543 | val_loss: 0.031171 | Time: 1515.62 ms
[2021-12-03 08:51:32 main:574] : INFO : Epoch 2031 | loss: 0.0311503 | val_loss: 0.0311651 | Time: 1518.61 ms
[2021-12-03 08:51:34 main:574] : INFO : Epoch 2032 | loss: 0.0311495 | val_loss: 0.0311675 | Time: 1523.76 ms
[2021-12-03 08:51:35 main:574] : INFO : Epoch 2033 | loss: 0.0311502 | val_loss: 0.0311665 | Time: 1509.87 ms
[2021-12-03 08:51:37 main:574] : INFO : Epoch 2034 | loss: 0.0311509 | val_loss: 0.0311688 | Time: 1516 ms
[2021-12-03 08:51:38 main:574] : INFO : Epoch 2035 | loss: 0.0311519 | val_loss: 0.0311642 | Time: 1498.23 ms
[2021-12-03 08:51:40 main:574] : INFO : Epoch 2036 | loss: 0.0311509 | val_loss: 0.0311671 | Time: 1493.85 ms
[2021-12-03 08:51:41 main:574] : INFO : Epoch 2037 | loss: 0.0311511 | val_loss: 0.0311659 | Time: 1492.75 ms
[2021-12-03 08:51:43 main:574] : INFO : Epoch 2038 | loss: 0.0311527 | val_loss: 0.0311702 | Time: 1524.91 ms
[2021-12-03 08:51:44 main:574] : INFO : Epoch 2039 | loss: 0.0311505 | val_loss: 0.0311642 | Time: 1510.41 ms
[2021-12-03 08:51:46 main:574] : INFO : Epoch 2040 | loss: 0.0311496 | val_loss: 0.0311684 | Time: 1572.91 ms
[2021-12-03 08:51:47 main:574] : INFO : Epoch 2041 | loss: 0.0311498 | val_loss: 0.0311649 | Time: 1517.69 ms
[2021-12-03 08:51:49 main:574] : INFO : Epoch 2042 | loss: 0.0311497 | val_loss: 0.0311632 | Time: 1525.1 ms
[2021-12-03 08:51:50 main:574] : INFO : Epoch 2043 | loss: 0.0311497 | val_loss: 0.0311653 | Time: 1519.57 ms
[2021-12-03 08:51:52 main:574] : INFO : Epoch 2044 | loss: 0.0311521 | val_loss: 0.0311698 | Time: 1514.46 ms
[2021-12-03 08:51:53 main:574] : INFO : Epoch 2045 | loss: 0.0311541 | val_loss: 0.0311699 | Time: 1509.85 ms
[2021-12-03 08:51:55 main:574] : INFO : Epoch 2046 | loss: 0.0311511 | val_loss: 0.0311681 | Time: 1493.77 ms
[2021-12-03 08:51:56 main:574] : INFO : Epoch 2047 | loss: 0.0311509 | val_loss: 0.031167 | Time: 1499.69 ms
[2021-12-03 08:51:58 main:574] : INFO : Epoch 2048 | loss: 0.0311516 | val_loss: 0.0311674 | Time: 1509.44 ms
[2021-12-03 08:51:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311674
[2021-12-03 08:51:58 main:603] : INFO : Saving end state to config to file
[2021-12-03 08:51:58 main:608] : INFO : Success, exiting..
08:51:58 (33068): 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)