Task 7643325
| Name | ParityModified-1631730368-25055-1_3 |
| Workunit | 5090677 |
| Created | 27 Sep 2021, 9:38:58 UTC |
| Sent | 27 Sep 2021, 10:48:31 UTC |
| Report deadline | 4 Oct 2021, 10:48:31 UTC |
| Received | 28 Sep 2021, 1:42:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 55 min 5 sec |
| CPU time | 54 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311682 | val_loss: 0.0311749 | Time: 1622.32 ms
[2021-09-27 21:15:52 main:574] : INFO : Epoch 1543 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 1599.73 ms
[2021-09-27 21:15:53 main:574] : INFO : Epoch 1544 | loss: 0.0311696 | val_loss: 0.0311779 | Time: 1590.76 ms
[2021-09-27 21:15:55 main:574] : INFO : Epoch 1545 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 1618.75 ms
[2021-09-27 21:15:56 main:574] : INFO : Epoch 1546 | loss: 0.0311697 | val_loss: 0.0311742 | Time: 1589.6 ms
[2021-09-27 21:15:58 main:574] : INFO : Epoch 1547 | loss: 0.0311696 | val_loss: 0.0311749 | Time: 1630.97 ms
[2021-09-27 21:16:00 main:574] : INFO : Epoch 1548 | loss: 0.0311688 | val_loss: 0.0311755 | Time: 1567.63 ms
[2021-09-27 21:16:01 main:574] : INFO : Epoch 1549 | loss: 0.0311692 | val_loss: 0.0311732 | Time: 1615.55 ms
[2021-09-27 21:16:03 main:574] : INFO : Epoch 1550 | loss: 0.0311691 | val_loss: 0.0311765 | Time: 1615.58 ms
[2021-09-27 21:16:05 main:574] : INFO : Epoch 1551 | loss: 0.0311705 | val_loss: 0.0311887 | Time: 1660.05 ms
[2021-09-27 21:16:06 main:574] : INFO : Epoch 1552 | loss: 0.0311721 | val_loss: 0.0311826 | Time: 1591.66 ms
[2021-09-27 21:16:08 main:574] : INFO : Epoch 1553 | loss: 0.0311679 | val_loss: 0.0311755 | Time: 1589.78 ms
[2021-09-27 21:16:09 main:574] : INFO : Epoch 1554 | loss: 0.0311682 | val_loss: 0.0311731 | Time: 1616.09 ms
[2021-09-27 21:16:11 main:574] : INFO : Epoch 1555 | loss: 0.031166 | val_loss: 0.0311814 | Time: 1570.32 ms
[2021-09-27 21:16:13 main:574] : INFO : Epoch 1556 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 1607.24 ms
[2021-09-27 21:16:14 main:574] : INFO : Epoch 1557 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 1612.62 ms
[2021-09-27 21:16:16 main:574] : INFO : Epoch 1558 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 1606.17 ms
[2021-09-27 21:16:17 main:574] : INFO : Epoch 1559 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 1615.35 ms
[2021-09-27 21:16:19 main:574] : INFO : Epoch 1560 | loss: 0.0311664 | val_loss: 0.0311799 | Time: 1595.64 ms
[2021-09-27 21:16:21 main:574] : INFO : Epoch 1561 | loss: 0.0311689 | val_loss: 0.0311717 | Time: 1592.05 ms
[2021-09-27 21:16:22 main:574] : INFO : Epoch 1562 | loss: 0.0311659 | val_loss: 0.0311717 | Time: 1606.55 ms
[2021-09-27 21:16:24 main:574] : INFO : Epoch 1563 | loss: 0.0311665 | val_loss: 0.0311795 | Time: 1626.76 ms
[2021-09-27 21:16:26 main:574] : INFO : Epoch 1564 | loss: 0.0311696 | val_loss: 0.0311778 | Time: 1622.68 ms
[2021-09-27 21:16:27 main:574] : INFO : Epoch 1565 | loss: 0.0311665 | val_loss: 0.0311716 | Time: 1598.24 ms
[2021-09-27 21:16:29 main:574] : INFO : Epoch 1566 | loss: 0.0311678 | val_loss: 0.031189 | Time: 1594.3 ms
[2021-09-27 21:16:30 main:574] : INFO : Epoch 1567 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 1577.04 ms
[2021-09-27 21:16:32 main:574] : INFO : Epoch 1568 | loss: 0.0311664 | val_loss: 0.0311744 | Time: 1578.3 ms
[2021-09-27 21:16:34 main:574] : INFO : Epoch 1569 | loss: 0.0311673 | val_loss: 0.0311748 | Time: 1614.04 ms
[2021-09-27 21:16:35 main:574] : INFO : Epoch 1570 | loss: 0.0311644 | val_loss: 0.0311765 | Time: 1578.63 ms
[2021-09-27 21:16:37 main:574] : INFO : Epoch 1571 | loss: 0.0311728 | val_loss: 0.0311742 | Time: 1603.57 ms
[2021-09-27 21:16:38 main:574] : INFO : Epoch 1572 | loss: 0.0311704 | val_loss: 0.0311731 | Time: 1587.99 ms
[2021-09-27 21:16:40 main:574] : INFO : Epoch 1573 | loss: 0.0311651 | val_loss: 0.0311754 | Time: 1609.36 ms
[2021-09-27 21:16:42 main:574] : INFO : Epoch 1574 | loss: 0.031166 | val_loss: 0.0311741 | Time: 1609.32 ms
[2021-09-27 21:16:43 main:574] : INFO : Epoch 1575 | loss: 0.0311654 | val_loss: 0.0311768 | Time: 1602.33 ms
[2021-09-27 21:16:45 main:574] : INFO : Epoch 1576 | loss: 0.0311655 | val_loss: 0.0311749 | Time: 1610.48 ms
[2021-09-27 21:16:46 main:574] : INFO : Epoch 1577 | loss: 0.0311635 | val_loss: 0.0311801 | Time: 1566.4 ms
[2021-09-27 21:16:48 main:574] : INFO : Epoch 1578 | loss: 0.0311636 | val_loss: 0.031176 | Time: 1600.82 ms
[2021-09-27 21:16:50 main:574] : INFO : Epoch 1579 | loss: 0.0311628 | val_loss: 0.0311728 | Time: 1556.25 ms
[2021-09-27 21:16:51 main:574] : INFO : Epoch 1580 | loss: 0.0311664 | val_loss: 0.0311769 | Time: 1602.12 ms
[2021-09-27 21:16:53 main:574] : INFO : Epoch 1581 | loss: 0.031169 | val_loss: 0.0311734 | Time: 1611.57 ms
[2021-09-27 21:16:54 main:574] : INFO : Epoch 1582 | loss: 0.0311644 | val_loss: 0.0311743 | Time: 1585.47 ms
[2021-09-27 21:16:56 main:574] : INFO : Epoch 1583 | loss: 0.0311658 | val_loss: 0.0311717 | Time: 1614.57 ms
[2021-09-27 21:16:58 main:574] : INFO : Epoch 1584 | loss: 0.0311676 | val_loss: 0.0311787 | Time: 1641.67 ms
[2021-09-27 21:16:59 main:574] : INFO : Epoch 1585 | loss: 0.0311639 | val_loss: 0.031176 | Time: 1574.01 ms
[2021-09-27 21:17:01 main:574] : INFO : Epoch 1586 | loss: 0.0311638 | val_loss: 0.0311834 | Time: 1609.92 ms
[2021-09-27 21:17:02 main:574] : INFO : Epoch 1587 | loss: 0.0311646 | val_loss: 0.0311752 | Time: 1562.12 ms
[2021-09-27 21:17:04 main:574] : INFO : Epoch 1588 | loss: 0.0311636 | val_loss: 0.0311734 | Time: 1575.71 ms
[2021-09-27 21:17:06 main:574] : INFO : Epoch 1589 | loss: 0.0311739 | val_loss: 0.0312038 | Time: 1595.45 ms
[2021-09-27 21:17:07 main:574] : INFO : Epoch 1590 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 1608.97 ms
[2021-09-27 21:17:09 main:574] : INFO : Epoch 1591 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 1573.07 ms
[2021-09-27 21:17:10 main:574] : INFO : Epoch 1592 | loss: 0.0311614 | val_loss: 0.031174 | Time: 1621.07 ms
[2021-09-27 21:17:12 main:574] : INFO : Epoch 1593 | loss: 0.0311616 | val_loss: 0.031171 | Time: 1603.83 ms
[2021-09-27 21:17:14 main:574] : INFO : Epoch 1594 | loss: 0.0311605 | val_loss: 0.031171 | Time: 1605.47 ms
[2021-09-27 21:17:15 main:574] : INFO : Epoch 1595 | loss: 0.0311636 | val_loss: 0.0311718 | Time: 1602.7 ms
[2021-09-27 21:17:17 main:574] : INFO : Epoch 1596 | loss: 0.0311624 | val_loss: 0.0311736 | Time: 1596.25 ms
[2021-09-27 21:17:18 main:574] : INFO : Epoch 1597 | loss: 0.0311631 | val_loss: 0.0311792 | Time: 1639.53 ms
[2021-09-27 21:17:20 main:574] : INFO : Epoch 1598 | loss: 0.0311658 | val_loss: 0.0311721 | Time: 1610.79 ms
[2021-09-27 21:17:22 main:574] : INFO : Epoch 1599 | loss: 0.0311625 | val_loss: 0.0311713 | Time: 1608.43 ms
[2021-09-27 21:17:23 main:574] : INFO : Epoch 1600 | loss: 0.0311616 | val_loss: 0.031174 | Time: 1618.55 ms
[2021-09-27 21:17:25 main:574] : INFO : Epoch 1601 | loss: 0.0311634 | val_loss: 0.0311716 | Time: 1589.43 ms
[2021-09-27 21:17:27 main:574] : INFO : Epoch 1602 | loss: 0.0311604 | val_loss: 0.0311701 | Time: 1622.97 ms
[2021-09-27 21:17:28 main:574] : INFO : Epoch 1603 | loss: 0.0311628 | val_loss: 0.0311729 | Time: 1608.32 ms
[2021-09-27 21:17:30 main:574] : INFO : Epoch 1604 | loss: 0.0311613 | val_loss: 0.0311716 | Time: 1574.27 ms
[2021-09-27 21:17:31 main:574] : INFO : Epoch 1605 | loss: 0.0311647 | val_loss: 0.0311715 | Time: 1614.74 ms
[2021-09-27 21:17:33 main:574] : INFO : Epoch 1606 | loss: 0.0311696 | val_loss: 0.0311879 | Time: 1590.56 ms
[2021-09-27 21:17:35 main:574] : INFO : Epoch 1607 | loss: 0.0311734 | val_loss: 0.0311783 | Time: 1596.56 ms
[2021-09-27 21:17:36 main:574] : INFO : Epoch 1608 | loss: 0.0311715 | val_loss: 0.0311777 | Time: 1596.25 ms
[2021-09-27 21:17:38 main:574] : INFO : Epoch 1609 | loss: 0.0311708 | val_loss: 0.0311774 | Time: 1601.5 ms
[2021-09-27 21:17:39 main:574] : INFO : Epoch 1610 | loss: 0.0311635 | val_loss: 0.0311723 | Time: 1615.7 ms
[2021-09-27 21:17:41 main:574] : INFO : Epoch 1611 | loss: 0.0311656 | val_loss: 0.0311805 | Time: 1575.96 ms
[2021-09-27 21:17:43 main:574] : INFO : Epoch 1612 | loss: 0.0311646 | val_loss: 0.0311753 | Time: 1625 ms
[2021-09-27 21:17:44 main:574] : INFO : Epoch 1613 | loss: 0.0311633 | val_loss: 0.0311727 | Time: 1602.62 ms
[2021-09-27 21:17:46 main:574] : INFO : Epoch 1614 | loss: 0.031167 | val_loss: 0.0311817 | Time: 1598.13 ms
[2021-09-27 21:17:47 main:574] : INFO : Epoch 1615 | loss: 0.031166 | val_loss: 0.0311795 | Time: 1608.16 ms
[2021-09-27 21:17:49 main:574] : INFO : Epoch 1616 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 1590.75 ms
[2021-09-27 21:17:51 main:574] : INFO : Epoch 1617 | loss: 0.0311628 | val_loss: 0.0311778 | Time: 1618.94 ms
[2021-09-27 21:17:52 main:574] : INFO : Epoch 1618 | loss: 0.0311597 | val_loss: 0.0311693 | Time: 1629 ms
[2021-09-27 21:17:54 main:574] : INFO : Epoch 1619 | loss: 0.0311656 | val_loss: 0.0311837 | Time: 1596.43 ms
[2021-09-27 21:17:55 main:574] : INFO : Epoch 1620 | loss: 0.0311705 | val_loss: 0.0311884 | Time: 1572.7 ms
[2021-09-27 21:17:57 main:574] : INFO : Epoch 1621 | loss: 0.0311646 | val_loss: 0.0311713 | Time: 1588.26 ms
[2021-09-27 21:17:59 main:574] : INFO : Epoch 1622 | loss: 0.0311614 | val_loss: 0.0311837 | Time: 1577.61 ms
[2021-09-27 21:18:00 main:574] : INFO : Epoch 1623 | loss: 0.0311651 | val_loss: 0.031187 | Time: 1604.72 ms
[2021-09-27 21:18:02 main:574] : INFO : Epoch 1624 | loss: 0.0311649 | val_loss: 0.0311708 | Time: 1577.89 ms
[2021-09-27 21:18:03 main:574] : INFO : Epoch 1625 | loss: 0.0311634 | val_loss: 0.0311764 | Time: 1604.44 ms
[2021-09-27 21:18:05 main:574] : INFO : Epoch 1626 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 1622.36 ms
[2021-09-27 21:18:07 main:574] : INFO : Epoch 1627 | loss: 0.0311631 | val_loss: 0.0311737 | Time: 1585.99 ms
[2021-09-27 21:18:08 main:574] : INFO : Epoch 1628 | loss: 0.0311625 | val_loss: 0.0311722 | Time: 1604.55 ms
[2021-09-27 21:18:10 main:574] : INFO : Epoch 1629 | loss: 0.0311602 | val_loss: 0.0311785 | Time: 1598.41 ms
[2021-09-27 21:18:11 main:574] : INFO : Epoch 1630 | loss: 0.0311631 | val_loss: 0.0311736 | Time: 1579.03 ms
[2021-09-27 21:18:13 main:574] : INFO : Epoch 1631 | loss: 0.031161 | val_loss: 0.0311706 | Time: 1614.04 ms
[2021-09-27 21:18:15 main:574] : INFO : Epoch 1632 | loss: 0.0311603 | val_loss: 0.0311726 | Time: 1583.48 ms
[2021-09-27 21:18:16 main:574] : INFO : Epoch 1633 | loss: 0.0311679 | val_loss: 0.0311804 | Time: 1587.46 ms
[2021-09-27 21:18:18 main:574] : INFO : Epoch 1634 | loss: 0.0311653 | val_loss: 0.0311715 | Time: 1613.85 ms
[2021-09-27 21:18:20 main:574] : INFO : Epoch 1635 | loss: 0.0311599 | val_loss: 0.0311741 | Time: 1585.14 ms
[2021-09-27 21:18:21 main:574] : INFO : Epoch 1636 | loss: 0.0311634 | val_loss: 0.0311745 | Time: 1633.96 ms
[2021-09-27 21:18:23 main:574] : INFO : Epoch 1637 | loss: 0.0311661 | val_loss: 0.0311816 | Time: 1595.76 ms
[2021-09-27 21:18:24 main:574] : INFO : Epoch 1638 | loss: 0.0311613 | val_loss: 0.0311721 | Time: 1597.62 ms
[2021-09-27 21:18:26 main:574] : INFO : Epoch 1639 | loss: 0.0311624 | val_loss: 0.0311791 | Time: 1607.54 ms
[2021-09-27 21:18:28 main:574] : INFO : Epoch 1640 | loss: 0.0311604 | val_loss: 0.0311771 | Time: 1616.44 ms
[2021-09-27 21:18:29 main:574] : INFO : Epoch 1641 | loss: 0.0311593 | val_loss: 0.0311706 | Time: 1600.97 ms
[2021-09-27 21:18:31 main:574] : INFO : Epoch 1642 | loss: 0.0311564 | val_loss: 0.0311744 | Time: 1629.81 ms
[2021-09-27 21:18:32 main:574] : INFO : Epoch 1643 | loss: 0.031157 | val_loss: 0.0311721 | Time: 1611.39 ms
[2021-09-27 21:18:34 main:574] : INFO : Epoch 1644 | loss: 0.0311575 | val_loss: 0.0311744 | Time: 1616.82 ms
[2021-09-27 21:18:36 main:574] : INFO : Epoch 1645 | loss: 0.0311616 | val_loss: 0.0311926 | Time: 1580.8 ms
[2021-09-27 21:18:37 main:574] : INFO : Epoch 1646 | loss: 0.0311629 | val_loss: 0.031174 | Time: 1593.05 ms
[2021-09-27 21:18:39 main:574] : INFO : Epoch 1647 | loss: 0.0311579 | val_loss: 0.0311736 | Time: 1610.51 ms
[2021-09-27 21:18:40 main:574] : INFO : Epoch 1648 | loss: 0.0311568 | val_loss: 0.0311707 | Time: 1604.13 ms
[2021-09-27 21:18:42 main:574] : INFO : Epoch 1649 | loss: 0.0311564 | val_loss: 0.0311706 | Time: 1592.47 ms
[2021-09-27 21:18:44 main:574] : INFO : Epoch 1650 | loss: 0.0311597 | val_loss: 0.031176 | Time: 1592.64 ms
[2021-09-27 21:18:45 main:574] : INFO : Epoch 1651 | loss: 0.0311644 | val_loss: 0.0311855 | Time: 1597.01 ms
[2021-09-27 21:18:47 main:574] : INFO : Epoch 1652 | loss: 0.0311606 | val_loss: 0.0311698 | Time: 1622.19 ms
[2021-09-27 21:18:49 main:574] : INFO : Epoch 1653 | loss: 0.0311678 | val_loss: 0.0311757 | Time: 1593.74 ms
[2021-09-27 21:18:50 main:574] : INFO : Epoch 1654 | loss: 0.0311716 | val_loss: 0.0311757 | Time: 1605.82 ms
[2021-09-27 21:18:52 main:574] : INFO : Epoch 1655 | loss: 0.0311606 | val_loss: 0.0311702 | Time: 1607.62 ms
[2021-09-27 21:18:53 main:574] : INFO : Epoch 1656 | loss: 0.0311616 | val_loss: 0.0311803 | Time: 1602.33 ms
[2021-09-27 21:18:55 main:574] : INFO : Epoch 1657 | loss: 0.0311657 | val_loss: 0.0311838 | Time: 1623.56 ms
[2021-09-27 21:18:57 main:574] : INFO : Epoch 1658 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 1592.53 ms
[2021-09-27 21:18:58 main:574] : INFO : Epoch 1659 | loss: 0.0311638 | val_loss: 0.0311712 | Time: 1606.6 ms
[2021-09-27 21:19:00 main:574] : INFO : Epoch 1660 | loss: 0.0311589 | val_loss: 0.0311705 | Time: 1598.13 ms
[2021-09-27 21:19:01 main:574] : INFO : Epoch 1661 | loss: 0.0311568 | val_loss: 0.031174 | Time: 1595.38 ms
[2021-09-27 21:19:03 main:574] : INFO : Epoch 1662 | loss: 0.0311568 | val_loss: 0.031172 | Time: 1621.07 ms
[2021-09-27 21:19:05 main:574] : INFO : Epoch 1663 | loss: 0.0311571 | val_loss: 0.0311703 | Time: 1601.03 ms
[2021-09-27 21:19:06 main:574] : INFO : Epoch 1664 | loss: 0.0311614 | val_loss: 0.0311742 | Time: 1591.13 ms
[2021-09-27 21:19:08 main:574] : INFO : Epoch 1665 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 1606.35 ms
[2021-09-27 21:19:09 main:574] : INFO : Epoch 1666 | loss: 0.0311588 | val_loss: 0.0311722 | Time: 1616.31 ms
[2021-09-27 21:19:11 main:574] : INFO : Epoch 1667 | loss: 0.0311604 | val_loss: 0.0311811 | Time: 1627.66 ms
[2021-09-27 21:19:13 main:574] : INFO : Epoch 1668 | loss: 0.0311629 | val_loss: 0.0311709 | Time: 1604.19 ms
[2021-09-27 21:19:14 main:574] : INFO : Epoch 1669 | loss: 0.0311574 | val_loss: 0.031174 | Time: 1597.37 ms
[2021-09-27 21:19:16 main:574] : INFO : Epoch 1670 | loss: 0.0311549 | val_loss: 0.0311693 | Time: 1624.65 ms
[2021-09-27 21:19:18 main:574] : INFO : Epoch 1671 | loss: 0.0311555 | val_loss: 0.0311756 | Time: 1636.74 ms
[2021-09-27 21:19:19 main:574] : INFO : Epoch 1672 | loss: 0.0311578 | val_loss: 0.0311732 | Time: 1587.24 ms
[2021-09-27 21:19:21 main:574] : INFO : Epoch 1673 | loss: 0.031161 | val_loss: 0.0311735 | Time: 1584.23 ms
[2021-09-27 21:19:22 main:574] : INFO : Epoch 1674 | loss: 0.0311619 | val_loss: 0.0311735 | Time: 1597.93 ms
[2021-09-27 21:19:24 main:574] : INFO : Epoch 1675 | loss: 0.0311574 | val_loss: 0.0311749 | Time: 1603.88 ms
[2021-09-27 21:19:26 main:574] : INFO : Epoch 1676 | loss: 0.0311561 | val_loss: 0.0311757 | Time: 1626.33 ms
[2021-09-27 21:19:27 main:574] : INFO : Epoch 1677 | loss: 0.0311618 | val_loss: 0.0311721 | Time: 1589.82 ms
[2021-09-27 21:19:29 main:574] : INFO : Epoch 1678 | loss: 0.0311631 | val_loss: 0.0311764 | Time: 1587.76 ms
[2021-09-27 21:19:30 main:574] : INFO : Epoch 1679 | loss: 0.0311574 | val_loss: 0.0311725 | Time: 1608.58 ms
[2021-09-27 21:19:32 main:574] : INFO : Epoch 1680 | loss: 0.0311572 | val_loss: 0.0311709 | Time: 1633.28 ms
[2021-09-27 21:19:34 main:574] : INFO : Epoch 1681 | loss: 0.0311574 | val_loss: 0.0311775 | Time: 1631.94 ms
[2021-09-27 21:19:35 main:574] : INFO : Epoch 1682 | loss: 0.0311629 | val_loss: 0.0311785 | Time: 1589.25 ms
[2021-09-27 21:19:37 main:574] : INFO : Epoch 1683 | loss: 0.0311592 | val_loss: 0.0311755 | Time: 1579.36 ms
[2021-09-27 21:19:39 main:574] : INFO : Epoch 1684 | loss: 0.0311563 | val_loss: 0.0311735 | Time: 1605.61 ms
[2021-09-27 21:19:40 main:574] : INFO : Epoch 1685 | loss: 0.0311566 | val_loss: 0.0311726 | Time: 1576.35 ms
[2021-09-27 21:19:42 main:574] : INFO : Epoch 1686 | loss: 0.0311567 | val_loss: 0.0311698 | Time: 1626.56 ms
[2021-09-27 21:19:43 main:574] : INFO : Epoch 1687 | loss: 0.0311585 | val_loss: 0.0311819 | Time: 1568.97 ms
[2021-09-27 21:19:45 main:574] : INFO : Epoch 1688 | loss: 0.0311557 | val_loss: 0.0311705 | Time: 1599.28 ms
[2021-09-27 21:19:47 main:574] : INFO : Epoch 1689 | loss: 0.0311548 | val_loss: 0.0311735 | Time: 1605.8 ms
[2021-09-27 21:19:48 main:574] : INFO : Epoch 1690 | loss: 0.0311619 | val_loss: 0.0311725 | Time: 1585.29 ms
[2021-09-27 21:19:50 main:574] : INFO : Epoch 1691 | loss: 0.0311562 | val_loss: 0.0311743 | Time: 1608.35 ms
[2021-09-27 21:19:51 main:574] : INFO : Epoch 1692 | loss: 0.0311571 | val_loss: 0.0311741 | Time: 1613.44 ms
[2021-09-27 21:19:53 main:574] : INFO : Epoch 1693 | loss: 0.0311622 | val_loss: 0.0311754 | Time: 1607.13 ms
[2021-09-27 21:19:55 main:574] : INFO : Epoch 1694 | loss: 0.0311589 | val_loss: 0.031174 | Time: 1600.7 ms
[2021-09-27 21:19:56 main:574] : INFO : Epoch 1695 | loss: 0.0311582 | val_loss: 0.0311761 | Time: 1613.58 ms
[2021-09-27 21:19:58 main:574] : INFO : Epoch 1696 | loss: 0.0311578 | val_loss: 0.0311723 | Time: 1578.33 ms
[2021-09-27 21:19:59 main:574] : INFO : Epoch 1697 | loss: 0.031161 | val_loss: 0.0311852 | Time: 1599.29 ms
[2021-09-27 21:20:01 main:574] : INFO : Epoch 1698 | loss: 0.031159 | val_loss: 0.0311744 | Time: 1616.49 ms
[2021-09-27 21:20:03 main:574] : INFO : Epoch 1699 | loss: 0.031161 | val_loss: 0.0311778 | Time: 1616.32 ms
[2021-09-27 21:20:04 main:574] : INFO : Epoch 1700 | loss: 0.0311631 | val_loss: 0.031172 | Time: 1576.55 ms
[2021-09-27 21:20:06 main:574] : INFO : Epoch 1701 | loss: 0.0311596 | val_loss: 0.0311715 | Time: 1590.51 ms
[2021-09-27 21:20:07 main:574] : INFO : Epoch 1702 | loss: 0.0311575 | val_loss: 0.0311733 | Time: 1601.6 ms
[2021-09-27 21:20:09 main:574] : INFO : Epoch 1703 | loss: 0.0311537 | val_loss: 0.0311719 | Time: 1622.36 ms
[2021-09-27 21:20:11 main:574] : INFO : Epoch 1704 | loss: 0.0311566 | val_loss: 0.0311742 | Time: 1582.11 ms
[2021-09-27 21:20:12 main:574] : INFO : Epoch 1705 | loss: 0.0311609 | val_loss: 0.0311704 | Time: 1575.57 ms
[2021-09-27 21:20:14 main:574] : INFO : Epoch 1706 | loss: 0.0311533 | val_loss: 0.0311721 | Time: 1611.38 ms
[2021-09-27 21:20:15 main:574] : INFO : Epoch 1707 | loss: 0.031155 | val_loss: 0.0311696 | Time: 1587.87 ms
[2021-09-27 21:20:17 main:574] : INFO : Epoch 1708 | loss: 0.031155 | val_loss: 0.031187 | Time: 1587.28 ms
[2021-09-27 21:20:19 main:574] : INFO : Epoch 1709 | loss: 0.0311629 | val_loss: 0.0311737 | Time: 1550.01 ms
[2021-09-27 21:20:20 main:574] : INFO : Epoch 1710 | loss: 0.0311675 | val_loss: 0.0311799 | Time: 1599.28 ms
[2021-09-27 21:20:22 main:574] : INFO : Epoch 1711 | loss: 0.0311558 | val_loss: 0.0311702 | Time: 1624.96 ms
[2021-09-27 21:20:23 main:574] : INFO : Epoch 1712 | loss: 0.0311569 | val_loss: 0.0311752 | Time: 1626.79 ms
[2021-09-27 21:20:25 main:574] : INFO : Epoch 1713 | loss: 0.0311554 | val_loss: 0.0311929 | Time: 1622.33 ms
[2021-09-27 21:20:27 main:574] : INFO : Epoch 1714 | loss: 0.0311669 | val_loss: 0.0311803 | Time: 1568.61 ms
[2021-09-27 21:20:28 main:574] : INFO : Epoch 1715 | loss: 0.0311709 | val_loss: 0.0311823 | Time: 1605.18 ms
[2021-09-27 21:20:30 main:574] : INFO : Epoch 1716 | loss: 0.0311578 | val_loss: 0.0311772 | Time: 1581.33 ms
[2021-09-27 21:20:31 main:574] : INFO : Epoch 1717 | loss: 0.0311607 | val_loss: 0.0311717 | Time: 1601.13 ms
[2021-09-27 21:20:33 main:574] : INFO : Epoch 1718 | loss: 0.0311621 | val_loss: 0.0311721 | Time: 1594.29 ms
[2021-09-27 21:20:35 main:574] : INFO : Epoch 1719 | loss: 0.0311583 | val_loss: 0.0311745 | Time: 1615.28 ms
[2021-09-27 21:20:36 main:574] : INFO : Epoch 1720 | loss: 0.0311527 | val_loss: 0.0311742 | Time: 1611.22 ms
[2021-09-27 21:20:38 main:574] : INFO : Epoch 1721 | loss: 0.0311543 | val_loss: 0.0311844 | Time: 1584.47 ms
[2021-09-27 21:20:39 main:574] : INFO : Epoch 1722 | loss: 0.0311644 | val_loss: 0.0311775 | Time: 1580.75 ms
[2021-09-27 21:20:41 main:574] : INFO : Epoch 1723 | loss: 0.0311611 | val_loss: 0.0311768 | Time: 1601.86 ms
[2021-09-27 21:20:43 main:574] : INFO : Epoch 1724 | loss: 0.0311574 | val_loss: 0.0311747 | Time: 1617.58 ms
[2021-09-27 21:20:44 main:574] : INFO : Epoch 1725 | loss: 0.0311625 | val_loss: 0.0312071 | Time: 1598.86 ms
[2021-09-27 21:20:46 main:574] : INFO : Epoch 1726 | loss: 0.0311642 | val_loss: 0.031177 | Time: 1606.37 ms
[2021-09-27 21:20:48 main:574] : INFO : Epoch 1727 | loss: 0.0311611 | val_loss: 0.0311737 | Time: 1546.35 ms
[2021-09-27 21:20:49 main:574] : INFO : Epoch 1728 | loss: 0.0311576 | val_loss: 0.0311749 | Time: 1609.88 ms
[2021-09-27 21:20:51 main:574] : INFO : Epoch 1729 | loss: 0.0311563 | val_loss: 0.0311738 | Time: 1583.09 ms
[2021-09-27 21:20:52 main:574] : INFO : Epoch 1730 | loss: 0.0311566 | val_loss: 0.031175 | Time: 1566.57 ms
[2021-09-27 21:20:54 main:574] : INFO : Epoch 1731 | loss: 0.0311633 | val_loss: 0.0311797 | Time: 1571.96 ms
[2021-09-27 21:20:55 main:574] : INFO : Epoch 1732 | loss: 0.0311598 | val_loss: 0.0311775 | Time: 1615.24 ms
[2021-09-27 21:20:57 main:574] : INFO : Epoch 1733 | loss: 0.031158 | val_loss: 0.031181 | Time: 1603.35 ms
[2021-09-27 21:20:59 main:574] : INFO : Epoch 1734 | loss: 0.0311584 | val_loss: 0.031175 | Time: 1600.21 ms
[2021-09-27 21:21:00 main:574] : INFO : Epoch 1735 | loss: 0.0311595 | val_loss: 0.0311833 | Time: 1615.34 ms
[2021-09-27 21:21:02 main:574] : INFO : Epoch 1736 | loss: 0.0311605 | val_loss: 0.0311762 | Time: 1598.98 ms
[2021-09-27 21:21:04 main:574] : INFO : Epoch 1737 | loss: 0.0311603 | val_loss: 0.0311806 | Time: 1601.04 ms
[2021-09-27 21:21:05 main:574] : INFO : Epoch 1738 | loss: 0.0311573 | val_loss: 0.0311779 | Time: 1588.15 ms
[2021-09-27 21:21:07 main:574] : INFO : Epoch 1739 | loss: 0.031153 | val_loss: 0.0311739 | Time: 1603.62 ms
[2021-09-27 21:21:08 main:574] : INFO : Epoch 1740 | loss: 0.031156 | val_loss: 0.0311719 | Time: 1570.76 ms
[2021-09-27 21:21:10 main:574] : INFO : Epoch 1741 | loss: 0.0311527 | val_loss: 0.0311854 | Time: 1585.85 ms
[2021-09-27 21:21:11 main:574] : INFO : Epoch 1742 | loss: 0.0311599 | val_loss: 0.0312074 | Time: 1585.3 ms
[2021-09-27 21:21:13 main:574] : INFO : Epoch 1743 | loss: 0.0311649 | val_loss: 0.0311821 | Time: 1603.94 ms
[2021-09-27 21:21:15 main:574] : INFO : Epoch 1744 | loss: 0.0311554 | val_loss: 0.0311765 | Time: 1582.08 ms
[2021-09-27 21:21:16 main:574] : INFO : Epoch 1745 | loss: 0.0311555 | val_loss: 0.0311757 | Time: 1579.98 ms
[2021-09-27 21:21:18 main:574] : INFO : Epoch 1746 | loss: 0.0311543 | val_loss: 0.0311717 | Time: 1576.58 ms
[2021-09-27 21:21:19 main:574] : INFO : Epoch 1747 | loss: 0.0311539 | val_loss: 0.0311746 | Time: 1583.39 ms
[2021-09-27 21:21:21 main:574] : INFO : Epoch 1748 | loss: 0.0311518 | val_loss: 0.0311751 | Time: 1586.49 ms
[2021-09-27 21:21:23 main:574] : INFO : Epoch 1749 | loss: 0.0311539 | val_loss: 0.0311953 | Time: 1593.4 ms
[2021-09-27 21:21:24 main:574] : INFO : Epoch 1750 | loss: 0.0311596 | val_loss: 0.031174 | Time: 1607.38 ms
[2021-09-27 21:21:26 main:574] : INFO : Epoch 1751 | loss: 0.0311541 | val_loss: 0.0311715 | Time: 1604.09 ms
[2021-09-27 21:21:27 main:574] : INFO : Epoch 1752 | loss: 0.0311538 | val_loss: 0.031173 | Time: 1614.84 ms
[2021-09-27 21:21:29 main:574] : INFO : Epoch 1753 | loss: 0.0311534 | val_loss: 0.0311765 | Time: 1589.79 ms
[2021-09-27 21:21:31 main:574] : INFO : Epoch 1754 | loss: 0.0311583 | val_loss: 0.0311731 | Time: 1634.38 ms
[2021-09-27 21:21:32 main:574] : INFO : Epoch 1755 | loss: 0.0311573 | val_loss: 0.0311791 | Time: 1586.95 ms
[2021-09-27 21:21:34 main:574] : INFO : Epoch 1756 | loss: 0.0311552 | val_loss: 0.0311745 | Time: 1603.25 ms
[2021-09-27 21:21:35 main:574] : INFO : Epoch 1757 | loss: 0.0311562 | val_loss: 0.0311735 | Time: 1546.81 ms
[2021-09-27 21:21:37 main:574] : INFO : Epoch 1758 | loss: 0.0311551 | val_loss: 0.0311722 | Time: 1598.82 ms
[2021-09-27 21:21:39 main:574] : INFO : Epoch 1759 | loss: 0.031155 | val_loss: 0.0311723 | Time: 1586.29 ms
[2021-09-27 21:21:40 main:574] : INFO : Epoch 1760 | loss: 0.0311539 | val_loss: 0.0311762 | Time: 1596.24 ms
[2021-09-27 21:21:42 main:574] : INFO : Epoch 1761 | loss: 0.0311545 | val_loss: 0.03118 | Time: 1605.16 ms
[2021-09-27 21:21:44 main:574] : INFO : Epoch 1762 | loss: 0.0311676 | val_loss: 0.0311941 | Time: 1601.86 ms
[2021-09-27 21:21:45 main:574] : INFO : Epoch 1763 | loss: 0.0311653 | val_loss: 0.0311753 | Time: 1625.54 ms
[2021-09-27 21:21:47 main:574] : INFO : Epoch 1764 | loss: 0.0311542 | val_loss: 0.0311793 | Time: 1631.28 ms
[2021-09-27 21:21:48 main:574] : INFO : Epoch 1765 | loss: 0.0311575 | val_loss: 0.0311728 | Time: 1605.1 ms
[2021-09-27 21:21:50 main:574] : INFO : Epoch 1766 | loss: 0.0311598 | val_loss: 0.0311742 | Time: 1586.46 ms
[2021-09-27 21:21:52 main:574] : INFO : Epoch 1767 | loss: 0.0311536 | val_loss: 0.031177 | Time: 1641.82 ms
[2021-09-27 21:21:53 main:574] : INFO : Epoch 1768 | loss: 0.0311558 | val_loss: 0.0311703 | Time: 1590.24 ms
[2021-09-27 21:21:55 main:574] : INFO : Epoch 1769 | loss: 0.0311614 | val_loss: 0.0311728 | Time: 1616.15 ms
[2021-09-27 21:21:56 main:574] : INFO : Epoch 1770 | loss: 0.031163 | val_loss: 0.0311857 | Time: 1558.82 ms
[2021-09-27 21:21:58 main:574] : INFO : Epoch 1771 | loss: 0.0311636 | val_loss: 0.0311734 | Time: 1613.64 ms
[2021-09-27 21:22:00 main:574] : INFO : Epoch 1772 | loss: 0.0311635 | val_loss: 0.03118 | Time: 1589.82 ms
[2021-09-27 21:22:01 main:574] : INFO : Epoch 1773 | loss: 0.0311622 | val_loss: 0.0311726 | Time: 1633.65 ms
[2021-09-27 21:22:03 main:574] : INFO : Epoch 1774 | loss: 0.0311592 | val_loss: 0.031175 | Time: 1628.92 ms
[2021-09-27 21:22:05 main:574] : INFO : Epoch 1775 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 1601.46 ms
[2021-09-27 21:22:06 main:574] : INFO : Epoch 1776 | loss: 0.0311566 | val_loss: 0.0311712 | Time: 1606.7 ms
[2021-09-27 21:22:08 main:574] : INFO : Epoch 1777 | loss: 0.0311599 | val_loss: 0.0311707 | Time: 1592.55 ms
[2021-09-27 21:22:09 main:574] : INFO : Epoch 1778 | loss: 0.0311544 | val_loss: 0.0311752 | Time: 1634.15 ms
[2021-09-27 21:22:11 main:574] : INFO : Epoch 1779 | loss: 0.0311571 | val_loss: 0.0311731 | Time: 1604.54 ms
[2021-09-27 21:22:13 main:574] : INFO : Epoch 1780 | loss: 0.0311527 | val_loss: 0.0311786 | Time: 1582.83 ms
[2021-09-27 21:22:14 main:574] : INFO : Epoch 1781 | loss: 0.0311539 | val_loss: 0.031176 | Time: 1579.66 ms
[2021-09-27 21:22:16 main:574] : INFO : Epoch 1782 | loss: 0.0311621 | val_loss: 0.0311922 | Time: 1580.14 ms
[2021-09-27 21:22:17 main:574] : INFO : Epoch 1783 | loss: 0.0311613 | val_loss: 0.0311795 | Time: 1592.15 ms
[2021-09-27 21:22:19 main:574] : INFO : Epoch 1784 | loss: 0.0311531 | val_loss: 0.0311738 | Time: 1617.54 ms
[2021-09-27 21:22:21 main:574] : INFO : Epoch 1785 | loss: 0.0311535 | val_loss: 0.0311766 | Time: 1593.38 ms
[2021-09-27 21:22:22 main:574] : INFO : Epoch 1786 | loss: 0.031153 | val_loss: 0.0311764 | Time: 1625.8 ms
[2021-09-27 21:22:24 main:574] : INFO : Epoch 1787 | loss: 0.0311572 | val_loss: 0.0311854 | Time: 1583.61 ms
[2021-09-27 21:22:25 main:574] : INFO : Epoch 1788 | loss: 0.0311581 | val_loss: 0.0311811 | Time: 1615.46 ms
[2021-09-27 21:22:27 main:574] : INFO : Epoch 1789 | loss: 0.031155 | val_loss: 0.0311798 | Time: 1599.08 ms
[2021-09-27 21:22:29 main:574] : INFO : Epoch 1790 | loss: 0.031152 | val_loss: 0.0311749 | Time: 1615.98 ms
[2021-09-27 21:22:30 main:574] : INFO : Epoch 1791 | loss: 0.0311549 | val_loss: 0.0311779 | Time: 1578.77 ms
[2021-09-27 21:22:32 main:574] : INFO : Epoch 1792 | loss: 0.0311548 | val_loss: 0.0311725 | Time: 1545.7 ms
[2021-09-27 21:22:33 main:574] : INFO : Epoch 1793 | loss: 0.0311554 | val_loss: 0.031179 | Time: 1595.04 ms
[2021-09-27 21:22:35 main:574] : INFO : Epoch 1794 | loss: 0.0311536 | val_loss: 0.0311758 | Time: 1601.2 ms
[2021-09-27 21:22:37 main:574] : INFO : Epoch 1795 | loss: 0.0311547 | val_loss: 0.0311791 | Time: 1617.48 ms
[2021-09-27 21:22:38 main:574] : INFO : Epoch 1796 | loss: 0.0311564 | val_loss: 0.0311751 | Time: 1611.59 ms
[2021-09-27 21:22:40 main:574] : INFO : Epoch 1797 | loss: 0.0311534 | val_loss: 0.0311747 | Time: 1610.56 ms
[2021-09-27 21:22:41 main:574] : INFO : Epoch 1798 | loss: 0.0311608 | val_loss: 0.0311739 | Time: 1589.02 ms
[2021-09-27 21:22:43 main:574] : INFO : Epoch 1799 | loss: 0.0311572 | val_loss: 0.0311759 | Time: 1612.31 ms
[2021-09-27 21:22:45 main:574] : INFO : Epoch 1800 | loss: 0.0311524 | val_loss: 0.0311745 | Time: 1574.42 ms
[2021-09-27 21:22:46 main:574] : INFO : Epoch 1801 | loss: 0.0311531 | val_loss: 0.031183 | Time: 1610.77 ms
[2021-09-27 21:22:48 main:574] : INFO : Epoch 1802 | loss: 0.0311611 | val_loss: 0.0311772 | Time: 1598.42 ms
[2021-09-27 21:22:49 main:574] : INFO : Epoch 1803 | loss: 0.031159 | val_loss: 0.0311725 | Time: 1601.17 ms
[2021-09-27 21:22:51 main:574] : INFO : Epoch 1804 | loss: 0.0311572 | val_loss: 0.0311919 | Time: 1574.58 ms
[2021-09-27 21:22:53 main:574] : INFO : Epoch 1805 | loss: 0.0311558 | val_loss: 0.0311756 | Time: 1626.02 ms
[2021-09-27 21:22:54 main:574] : INFO : Epoch 1806 | loss: 0.0311555 | val_loss: 0.0311738 | Time: 1580.02 ms
[2021-09-27 21:22:56 main:574] : INFO : Epoch 1807 | loss: 0.031157 | val_loss: 0.0311783 | Time: 1607.61 ms
[2021-09-27 21:22:57 main:574] : INFO : Epoch 1808 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 1597.22 ms
[2021-09-27 21:22:59 main:574] : INFO : Epoch 1809 | loss: 0.0311509 | val_loss: 0.0311729 | Time: 1639.9 ms
[2021-09-27 21:23:01 main:574] : INFO : Epoch 1810 | loss: 0.0311566 | val_loss: 0.0311735 | Time: 1586.84 ms
[2021-09-27 21:23:02 main:574] : INFO : Epoch 1811 | loss: 0.0311571 | val_loss: 0.0311715 | Time: 1595.1 ms
[2021-09-27 21:23:04 main:574] : INFO : Epoch 1812 | loss: 0.0311571 | val_loss: 0.0311862 | Time: 1621.88 ms
[2021-09-27 21:23:06 main:574] : INFO : Epoch 1813 | loss: 0.0311663 | val_loss: 0.0311921 | Time: 1595.86 ms
[2021-09-27 21:23:07 main:574] : INFO : Epoch 1814 | loss: 0.0311609 | val_loss: 0.0311725 | Time: 1568.82 ms
[2021-09-27 21:23:09 main:574] : INFO : Epoch 1815 | loss: 0.0311574 | val_loss: 0.03117 | Time: 1577.58 ms
[2021-09-27 21:23:10 main:574] : INFO : Epoch 1816 | loss: 0.0311561 | val_loss: 0.0311774 | Time: 1632.13 ms
[2021-09-27 21:23:12 main:574] : INFO : Epoch 1817 | loss: 0.0311574 | val_loss: 0.0311752 | Time: 1600.66 ms
[2021-09-27 21:23:14 main:574] : INFO : Epoch 1818 | loss: 0.031155 | val_loss: 0.031172 | Time: 1644.41 ms
[2021-09-27 21:23:15 main:574] : INFO : Epoch 1819 | loss: 0.0311547 | val_loss: 0.0311729 | Time: 1609.23 ms
[2021-09-27 21:23:17 main:574] : INFO : Epoch 1820 | loss: 0.0311552 | val_loss: 0.0311769 | Time: 1615.18 ms
[2021-09-27 21:23:18 main:574] : INFO : Epoch 1821 | loss: 0.0311588 | val_loss: 0.0311724 | Time: 1610.82 ms
[2021-09-27 21:23:20 main:574] : INFO : Epoch 1822 | loss: 0.031162 | val_loss: 0.0311677 | Time: 1581.04 ms
[2021-09-27 21:23:22 main:574] : INFO : Epoch 1823 | loss: 0.0311556 | val_loss: 0.031172 | Time: 1570.79 ms
[2021-09-27 21:23:23 main:574] : INFO : Epoch 1824 | loss: 0.031164 | val_loss: 0.031171 | Time: 1576.9 ms
[2021-09-27 21:23:25 main:574] : INFO : Epoch 1825 | loss: 0.031166 | val_loss: 0.0311821 | Time: 1581.59 ms
[2021-09-27 21:23:26 main:574] : INFO : Epoch 1826 | loss: 0.031157 | val_loss: 0.0311741 | Time: 1595.32 ms
[2021-09-27 21:23:28 main:574] : INFO : Epoch 1827 | loss: 0.0311574 | val_loss: 0.0311893 | Time: 1622.87 ms
[2021-09-27 21:23:30 main:574] : INFO : Epoch 1828 | loss: 0.0311659 | val_loss: 0.0311753 | Time: 1598.1 ms
[2021-09-27 21:23:31 main:574] : INFO : Epoch 1829 | loss: 0.0311631 | val_loss: 0.0311732 | Time: 1598.79 ms
[2021-09-27 21:23:33 main:574] : INFO : Epoch 1830 | loss: 0.0311653 | val_loss: 0.0311715 | Time: 1618.54 ms
[2021-09-27 21:23:34 main:574] : INFO : Epoch 1831 | loss: 0.0311645 | val_loss: 0.0311729 | Time: 1590.1 ms
[2021-09-27 21:23:36 main:574] : INFO : Epoch 1832 | loss: 0.0311578 | val_loss: 0.0311723 | Time: 1601.37 ms
[2021-09-27 21:23:38 main:574] : INFO : Epoch 1833 | loss: 0.0311594 | val_loss: 0.0311695 | Time: 1592.75 ms
[2021-09-27 21:23:39 main:574] : INFO : Epoch 1834 | loss: 0.0311586 | val_loss: 0.031187 | Time: 1644.1 ms
[2021-09-27 21:23:41 main:574] : INFO : Epoch 1835 | loss: 0.0311592 | val_loss: 0.0311825 | Time: 1572.24 ms
[2021-09-27 21:23:43 main:574] : INFO : Epoch 1836 | loss: 0.0311625 | val_loss: 0.0311705 | Time: 1606.96 ms
[2021-09-27 21:23:44 main:574] : INFO : Epoch 1837 | loss: 0.0311596 | val_loss: 0.0311793 | Time: 1605.81 ms
[2021-09-27 21:23:46 main:574] : INFO : Epoch 1838 | loss: 0.0311578 | val_loss: 0.0311741 | Time: 1606.49 ms
[2021-09-27 21:23:47 main:574] : INFO : Epoch 1839 | loss: 0.0311594 | val_loss: 0.0311708 | Time: 1619.45 ms
[2021-09-27 21:23:49 main:574] : INFO : Epoch 1840 | loss: 0.0311555 | val_loss: 0.0311692 | Time: 1615.47 ms
[2021-09-27 21:23:51 main:574] : INFO : Epoch 1841 | loss: 0.0311574 | val_loss: 0.0311731 | Time: 1596.04 ms
[2021-09-27 21:23:52 main:574] : INFO : Epoch 1842 | loss: 0.0311643 | val_loss: 0.0311732 | Time: 1613.51 ms
[2021-09-27 21:23:54 main:574] : INFO : Epoch 1843 | loss: 0.0311531 | val_loss: 0.0311768 | Time: 1582.32 ms
[2021-09-27 21:23:55 main:574] : INFO : Epoch 1844 | loss: 0.0311551 | val_loss: 0.0311726 | Time: 1581 ms
[2021-09-27 21:23:57 main:574] : INFO : Epoch 1845 | loss: 0.0311522 | val_loss: 0.0311699 | Time: 1612.41 ms
[2021-09-27 21:23:59 main:574] : INFO : Epoch 1846 | loss: 0.0311522 | val_loss: 0.0311841 | Time: 1604.08 ms
[2021-09-27 21:24:00 main:574] : INFO : Epoch 1847 | loss: 0.031155 | val_loss: 0.0311713 | Time: 1584.77 ms
[2021-09-27 21:24:02 main:574] : INFO : Epoch 1848 | loss: 0.0311523 | val_loss: 0.031171 | Time: 1575.09 ms
[2021-09-27 21:24:03 main:574] : INFO : Epoch 1849 | loss: 0.0311498 | val_loss: 0.0311702 | Time: 1609.03 ms
[2021-09-27 21:24:05 main:574] : INFO : Epoch 1850 | loss: 0.0311514 | val_loss: 0.0311733 | Time: 1593.8 ms
[2021-09-27 21:24:07 main:574] : INFO : Epoch 1851 | loss: 0.0311553 | val_loss: 0.0311717 | Time: 1611.61 ms
[2021-09-27 21:24:08 main:574] : INFO : Epoch 1852 | loss: 0.0311545 | val_loss: 0.0311688 | Time: 1589.04 ms
[2021-09-27 21:24:10 main:574] : INFO : Epoch 1853 | loss: 0.0311528 | val_loss: 0.0311696 | Time: 1602.65 ms
[2021-09-27 21:24:11 main:574] : INFO : Epoch 1854 | loss: 0.0311554 | val_loss: 0.0311701 | Time: 1575.47 ms
[2021-09-27 21:24:13 main:574] : INFO : Epoch 1855 | loss: 0.0311564 | val_loss: 0.0311818 | Time: 1574.95 ms
[2021-09-27 21:24:15 main:574] : INFO : Epoch 1856 | loss: 0.0311587 | val_loss: 0.0311753 | Time: 1608.02 ms
[2021-09-27 21:24:16 main:574] : INFO : Epoch 1857 | loss: 0.0311597 | val_loss: 0.0311755 | Time: 1599.27 ms
[2021-09-27 21:24:18 main:574] : INFO : Epoch 1858 | loss: 0.0311618 | val_loss: 0.0311805 | Time: 1608.52 ms
[2021-09-27 21:24:19 main:574] : INFO : Epoch 1859 | loss: 0.0311591 | val_loss: 0.0311796 | Time: 1618.3 ms
[2021-09-27 21:24:21 main:574] : INFO : Epoch 1860 | loss: 0.0311548 | val_loss: 0.0311696 | Time: 1624.77 ms
[2021-09-27 21:24:23 main:574] : INFO : Epoch 1861 | loss: 0.0311527 | val_loss: 0.0311691 | Time: 1592.21 ms
[2021-09-27 21:24:24 main:574] : INFO : Epoch 1862 | loss: 0.0311505 | val_loss: 0.0311694 | Time: 1619.25 ms
[2021-09-27 21:24:26 main:574] : INFO : Epoch 1863 | loss: 0.0311554 | val_loss: 0.0311691 | Time: 1552.1 ms
[2021-09-27 21:24:27 main:574] : INFO : Epoch 1864 | loss: 0.0311623 | val_loss: 0.0311665 | Time: 1607.19 ms
[2021-09-27 21:24:29 main:574] : INFO : Epoch 1865 | loss: 0.0311553 | val_loss: 0.0311673 | Time: 1596.45 ms
[2021-09-27 21:24:31 main:574] : INFO : Epoch 1866 | loss: 0.0311519 | val_loss: 0.0311686 | Time: 1601.88 ms
[2021-09-27 21:24:32 main:574] : INFO : Epoch 1867 | loss: 0.0311524 | val_loss: 0.031166 | Time: 1610.37 ms
[2021-09-27 21:24:34 main:574] : INFO : Epoch 1868 | loss: 0.0311568 | val_loss: 0.031166 | Time: 1602.37 ms
[2021-09-27 21:24:36 main:574] : INFO : Epoch 1869 | loss: 0.0311505 | val_loss: 0.031166 | Time: 1604.87 ms
[2021-09-27 21:24:37 main:574] : INFO : Epoch 1870 | loss: 0.0311506 | val_loss: 0.0311698 | Time: 1610.3 ms
[2021-09-27 21:24:39 main:574] : INFO : Epoch 1871 | loss: 0.0311521 | val_loss: 0.0311694 | Time: 1605.34 ms
[2021-09-27 21:24:40 main:574] : INFO : Epoch 1872 | loss: 0.0311519 | val_loss: 0.0311972 | Time: 1588.26 ms
[2021-09-27 21:24:42 main:574] : INFO : Epoch 1873 | loss: 0.0311665 | val_loss: 0.0311897 | Time: 1581.92 ms
[2021-09-27 21:24:44 main:574] : INFO : Epoch 1874 | loss: 0.0311605 | val_loss: 0.0311819 | Time: 1604.68 ms
[2021-09-27 21:24:45 main:574] : INFO : Epoch 1875 | loss: 0.0311575 | val_loss: 0.0311673 | Time: 1563.03 ms
[2021-09-27 21:24:47 main:574] : INFO : Epoch 1876 | loss: 0.0311534 | val_loss: 0.0311711 | Time: 1604.16 ms
[2021-09-27 21:24:48 main:574] : INFO : Epoch 1877 | loss: 0.0311637 | val_loss: 0.0311829 | Time: 1602.3 ms
[2021-09-27 21:24:50 main:574] : INFO : Epoch 1878 | loss: 0.0311931 | val_loss: 0.0311944 | Time: 1582.7 ms
[2021-09-27 21:24:51 main:574] : INFO : Epoch 1879 | loss: 0.0311961 | val_loss: 0.0311918 | Time: 1550.92 ms
[2021-09-27 21:24:53 main:574] : INFO : Epoch 1880 | loss: 0.0311963 | val_loss: 0.0311944 | Time: 1608.18 ms
[2021-09-27 21:24:55 main:574] : INFO : Epoch 1881 | loss: 0.031192 | val_loss: 0.0311802 | Time: 1622.31 ms
[2021-09-27 21:24:56 main:574] : INFO : Epoch 1882 | loss: 0.031189 | val_loss: 0.0311835 | Time: 1588.14 ms
[2021-09-27 21:24:58 main:574] : INFO : Epoch 1883 | loss: 0.0311895 | val_loss: 0.0311825 | Time: 1602.37 ms
[2021-09-27 21:25:00 main:574] : INFO : Epoch 1884 | loss: 0.0311847 | val_loss: 0.0311784 | Time: 1616.78 ms
[2021-09-27 21:25:01 main:574] : INFO : Epoch 1885 | loss: 0.0311837 | val_loss: 0.0311788 | Time: 1573.81 ms
[2021-09-27 21:25:03 main:574] : INFO : Epoch 1886 | loss: 0.0311825 | val_loss: 0.0311799 | Time: 1615.73 ms
[2021-09-27 21:25:04 main:574] : INFO : Epoch 1887 | loss: 0.0311832 | val_loss: 0.0311768 | Time: 1553.16 ms
[2021-09-27 21:25:06 main:574] : INFO : Epoch 1888 | loss: 0.0311824 | val_loss: 0.0311771 | Time: 1574.58 ms
[2021-09-27 21:25:08 main:574] : INFO : Epoch 1889 | loss: 0.0311816 | val_loss: 0.0311796 | Time: 1603.22 ms
[2021-09-27 21:25:09 main:574] : INFO : Epoch 1890 | loss: 0.0311828 | val_loss: 0.0311771 | Time: 1608.24 ms
[2021-09-27 21:25:11 main:574] : INFO : Epoch 1891 | loss: 0.0311821 | val_loss: 0.0311819 | Time: 1619.2 ms
[2021-09-27 21:25:12 main:574] : INFO : Epoch 1892 | loss: 0.0311879 | val_loss: 0.0311808 | Time: 1609.62 ms
[2021-09-27 21:25:14 main:574] : INFO : Epoch 1893 | loss: 0.0311906 | val_loss: 0.0311829 | Time: 1604.54 ms
[2021-09-27 21:25:16 main:574] : INFO : Epoch 1894 | loss: 0.0311853 | val_loss: 0.0311902 | Time: 1606.49 ms
[2021-09-27 21:25:17 main:574] : INFO : Epoch 1895 | loss: 0.031186 | val_loss: 0.0311799 | Time: 1618.45 ms
[2021-09-27 21:25:19 main:574] : INFO : Epoch 1896 | loss: 0.0311818 | val_loss: 0.0311826 | Time: 1626.83 ms
[2021-09-27 21:25:20 main:574] : INFO : Epoch 1897 | loss: 0.0311853 | val_loss: 0.031182 | Time: 1624.7 ms
[2021-09-27 21:25:22 main:574] : INFO : Epoch 1898 | loss: 0.0311866 | val_loss: 0.0311809 | Time: 1584.58 ms
[2021-09-27 21:25:24 main:574] : INFO : Epoch 1899 | loss: 0.0311796 | val_loss: 0.0311771 | Time: 1584.6 ms
[2021-09-27 21:25:25 main:574] : INFO : Epoch 1900 | loss: 0.0311785 | val_loss: 0.031177 | Time: 1615.92 ms
[2021-09-27 21:25:27 main:574] : INFO : Epoch 1901 | loss: 0.0311788 | val_loss: 0.0311761 | Time: 1605.22 ms
[2021-09-27 21:25:28 main:574] : INFO : Epoch 1902 | loss: 0.0311777 | val_loss: 0.0311772 | Time: 1593.36 ms
[2021-09-27 21:25:30 main:574] : INFO : Epoch 1903 | loss: 0.0311793 | val_loss: 0.031176 | Time: 1611.42 ms
[2021-09-27 21:25:32 main:574] : INFO : Epoch 1904 | loss: 0.031179 | val_loss: 0.0311791 | Time: 1608.94 ms
[2021-09-27 21:25:33 main:574] : INFO : Epoch 1905 | loss: 0.0311818 | val_loss: 0.0311838 | Time: 1596.17 ms
[2021-09-27 21:25:35 main:574] : INFO : Epoch 1906 | loss: 0.0311806 | val_loss: 0.031177 | Time: 1587.19 ms
[2021-09-27 21:25:37 main:574] : INFO : Epoch 1907 | loss: 0.0311793 | val_loss: 0.0311823 | Time: 1617.21 ms
[2021-09-27 21:25:38 main:574] : INFO : Epoch 1908 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 1612.33 ms
[2021-09-27 21:25:40 main:574] : INFO : Epoch 1909 | loss: 0.0311851 | val_loss: 0.031179 | Time: 1589.88 ms
[2021-09-27 21:25:41 main:574] : INFO : Epoch 1910 | loss: 0.031179 | val_loss: 0.0311815 | Time: 1575.62 ms
[2021-09-27 21:25:43 main:574] : INFO : Epoch 1911 | loss: 0.0311801 | val_loss: 0.0311797 | Time: 1570.91 ms
[2021-09-27 21:25:45 main:574] : INFO : Epoch 1912 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 1582.51 ms
[2021-09-27 21:25:46 main:574] : INFO : Epoch 1913 | loss: 0.0311793 | val_loss: 0.0311786 | Time: 1600.87 ms
[2021-09-27 21:25:48 main:574] : INFO : Epoch 1914 | loss: 0.0311767 | val_loss: 0.031176 | Time: 1593.21 ms
[2021-09-27 21:25:49 main:574] : INFO : Epoch 1915 | loss: 0.0311771 | val_loss: 0.0311782 | Time: 1606.38 ms
[2021-09-27 21:25:51 main:574] : INFO : Epoch 1916 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 1580.09 ms
[2021-09-27 21:25:53 main:574] : INFO : Epoch 1917 | loss: 0.0311761 | val_loss: 0.0311746 | Time: 1606.62 ms
[2021-09-27 21:25:54 main:574] : INFO : Epoch 1918 | loss: 0.0311747 | val_loss: 0.0311755 | Time: 1610.16 ms
[2021-09-27 21:25:56 main:574] : INFO : Epoch 1919 | loss: 0.0311761 | val_loss: 0.0311755 | Time: 1565.79 ms
[2021-09-27 21:25:57 main:574] : INFO : Epoch 1920 | loss: 0.0311816 | val_loss: 0.0311872 | Time: 1598.77 ms
[2021-09-27 21:25:59 main:574] : INFO : Epoch 1921 | loss: 0.0311865 | val_loss: 0.0311975 | Time: 1626.39 ms
[2021-09-27 21:26:01 main:574] : INFO : Epoch 1922 | loss: 0.0311887 | val_loss: 0.0311747 | Time: 1809.97 ms
[2021-09-27 21:26:02 main:574] : INFO : Epoch 1923 | loss: 0.0311777 | val_loss: 0.0311778 | Time: 1618.19 ms
[2021-09-27 21:26:04 main:574] : INFO : Epoch 1924 | loss: 0.0311774 | val_loss: 0.0311774 | Time: 1639.35 ms
[2021-09-27 21:26:06 main:574] : INFO : Epoch 1925 | loss: 0.0311761 | val_loss: 0.0311783 | Time: 1637.66 ms
[2021-09-27 21:26:07 main:574] : INFO : Epoch 1926 | loss: 0.0311738 | val_loss: 0.0311755 | Time: 1648.2 ms
[2021-09-27 21:26:09 main:574] : INFO : Epoch 1927 | loss: 0.0311744 | val_loss: 0.031176 | Time: 1654.78 ms
[2021-09-27 21:26:11 main:574] : INFO : Epoch 1928 | loss: 0.0311755 | val_loss: 0.0311747 | Time: 1633.76 ms
[2021-09-27 21:26:12 main:574] : INFO : Epoch 1929 | loss: 0.0311744 | val_loss: 0.0311794 | Time: 1649.27 ms
[2021-09-27 21:26:14 main:574] : INFO : Epoch 1930 | loss: 0.0311769 | val_loss: 0.0311797 | Time: 1631.75 ms
[2021-09-27 21:26:16 main:574] : INFO : Epoch 1931 | loss: 0.0311745 | val_loss: 0.0311752 | Time: 1646.95 ms
[2021-09-27 21:26:17 main:574] : INFO : Epoch 1932 | loss: 0.0311749 | val_loss: 0.0311762 | Time: 1601.79 ms
[2021-09-27 21:26:19 main:574] : INFO : Epoch 1933 | loss: 0.0311757 | val_loss: 0.0311814 | Time: 1618.34 ms
[2021-09-27 21:26:20 main:574] : INFO : Epoch 1934 | loss: 0.0311778 | val_loss: 0.031181 | Time: 1614.12 ms
[2021-09-27 21:26:22 main:574] : INFO : Epoch 1935 | loss: 0.031181 | val_loss: 0.0311818 | Time: 1646.52 ms
[2021-09-27 21:26:24 main:574] : INFO : Epoch 1936 | loss: 0.0311732 | val_loss: 0.0311772 | Time: 1672.07 ms
[2021-09-27 21:26:25 main:574] : INFO : Epoch 1937 | loss: 0.0311734 | val_loss: 0.0311751 | Time: 1639.52 ms
[2021-09-27 21:26:27 main:574] : INFO : Epoch 1938 | loss: 0.031176 | val_loss: 0.0311877 | Time: 1621.93 ms
[2021-09-27 21:26:29 main:574] : INFO : Epoch 1939 | loss: 0.0311779 | val_loss: 0.0311783 | Time: 1606.67 ms
[2021-09-27 21:26:30 main:574] : INFO : Epoch 1940 | loss: 0.0311749 | val_loss: 0.0311798 | Time: 1652 ms
[2021-09-27 21:26:32 main:574] : INFO : Epoch 1941 | loss: 0.0311732 | val_loss: 0.0311805 | Time: 1627.72 ms
[2021-09-27 21:26:34 main:574] : INFO : Epoch 1942 | loss: 0.0311742 | val_loss: 0.0311787 | Time: 1756 ms
[2021-09-27 21:26:35 main:574] : INFO : Epoch 1943 | loss: 0.0311764 | val_loss: 0.0311762 | Time: 1663.24 ms
[2021-09-27 21:26:37 main:574] : INFO : Epoch 1944 | loss: 0.0311733 | val_loss: 0.0311848 | Time: 1660.05 ms
[2021-09-27 21:26:39 main:574] : INFO : Epoch 1945 | loss: 0.031179 | val_loss: 0.0311823 | Time: 1648.3 ms
[2021-09-27 21:26:40 main:574] : INFO : Epoch 1946 | loss: 0.0311767 | val_loss: 0.0311909 | Time: 1644.74 ms
[2021-09-27 21:26:42 main:574] : INFO : Epoch 1947 | loss: 0.0311821 | val_loss: 0.03118 | Time: 1645.87 ms
[2021-09-27 21:26:44 main:574] : INFO : Epoch 1948 | loss: 0.0311779 | val_loss: 0.0311788 | Time: 1656.48 ms
[2021-09-27 21:26:45 main:574] : INFO : Epoch 1949 | loss: 0.0311726 | val_loss: 0.031184 | Time: 1651.04 ms
[2021-09-27 21:26:47 main:574] : INFO : Epoch 1950 | loss: 0.0311795 | val_loss: 0.031181 | Time: 1625.96 ms
[2021-09-27 21:26:49 main:574] : INFO : Epoch 1951 | loss: 0.0311745 | val_loss: 0.0311994 | Time: 1650.15 ms
[2021-09-27 21:26:50 main:574] : INFO : Epoch 1952 | loss: 0.0311758 | val_loss: 0.0311814 | Time: 1618.23 ms
[2021-09-27 21:26:52 main:574] : INFO : Epoch 1953 | loss: 0.0311737 | val_loss: 0.0311805 | Time: 1636.73 ms
[2021-09-27 21:26:54 main:574] : INFO : Epoch 1954 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 1637.93 ms
[2021-09-27 21:26:55 main:574] : INFO : Epoch 1955 | loss: 0.0311707 | val_loss: 0.0311806 | Time: 1639.96 ms
[2021-09-27 21:26:57 main:574] : INFO : Epoch 1956 | loss: 0.0311742 | val_loss: 0.0311761 | Time: 1632.15 ms
[2021-09-27 21:26:58 main:574] : INFO : Epoch 1957 | loss: 0.0311752 | val_loss: 0.0311765 | Time: 1599.41 ms
[2021-09-27 21:27:00 main:574] : INFO : Epoch 1958 | loss: 0.0311717 | val_loss: 0.0311794 | Time: 1625.14 ms
[2021-09-27 21:27:02 main:574] : INFO : Epoch 1959 | loss: 0.0311741 | val_loss: 0.0311802 | Time: 1648.48 ms
[2021-09-27 21:27:03 main:574] : INFO : Epoch 1960 | loss: 0.0311733 | val_loss: 0.0311886 | Time: 1629.57 ms
[2021-09-27 21:27:05 main:574] : INFO : Epoch 1961 | loss: 0.031174 | val_loss: 0.0311751 | Time: 1629.09 ms
[2021-09-27 21:27:07 main:574] : INFO : Epoch 1962 | loss: 0.0311703 | val_loss: 0.0311773 | Time: 1634.61 ms
[2021-09-27 21:27:08 main:574] : INFO : Epoch 1963 | loss: 0.0311697 | val_loss: 0.0311824 | Time: 1627.35 ms
[2021-09-27 21:27:10 main:574] : INFO : Epoch 1964 | loss: 0.031173 | val_loss: 0.0311778 | Time: 1640.17 ms
[2021-09-27 21:27:12 main:574] : INFO : Epoch 1965 | loss: 0.0311725 | val_loss: 0.0311761 | Time: 1625.6 ms
[2021-09-27 21:27:13 main:574] : INFO : Epoch 1966 | loss: 0.0311739 | val_loss: 0.0311815 | Time: 1650.9 ms
[2021-09-27 21:27:15 main:574] : INFO : Epoch 1967 | loss: 0.031172 | val_loss: 0.0311745 | Time: 1643.74 ms
[2021-09-27 21:27:17 main:574] : INFO : Epoch 1968 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 1640.19 ms
[2021-09-27 21:27:18 main:574] : INFO : Epoch 1969 | loss: 0.0311713 | val_loss: 0.0311783 | Time: 1630.21 ms
[2021-09-27 21:27:20 main:574] : INFO : Epoch 1970 | loss: 0.031171 | val_loss: 0.0311762 | Time: 1621.72 ms
[2021-09-27 21:27:21 main:574] : INFO : Epoch 1971 | loss: 0.0311729 | val_loss: 0.0311756 | Time: 1602.5 ms
[2021-09-27 21:27:23 main:574] : INFO : Epoch 1972 | loss: 0.0311707 | val_loss: 0.0311751 | Time: 1630.02 ms
[2021-09-27 21:27:25 main:574] : INFO : Epoch 1973 | loss: 0.0311743 | val_loss: 0.031179 | Time: 1606.62 ms
[2021-09-27 21:27:26 main:574] : INFO : Epoch 1974 | loss: 0.0311779 | val_loss: 0.0311856 | Time: 1594.18 ms
[2021-09-27 21:27:28 main:574] : INFO : Epoch 1975 | loss: 0.0311745 | val_loss: 0.0311773 | Time: 1628.33 ms
[2021-09-27 21:27:30 main:574] : INFO : Epoch 1976 | loss: 0.0311729 | val_loss: 0.0311848 | Time: 1640.2 ms
[2021-09-27 21:27:31 main:574] : INFO : Epoch 1977 | loss: 0.0311738 | val_loss: 0.0311807 | Time: 1655.06 ms
[2021-09-27 21:27:33 main:574] : INFO : Epoch 1978 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 1643.21 ms
[2021-09-27 21:27:34 main:574] : INFO : Epoch 1979 | loss: 0.0311704 | val_loss: 0.03118 | Time: 1651.99 ms
[2021-09-27 21:27:36 main:574] : INFO : Epoch 1980 | loss: 0.0311807 | val_loss: 0.0311798 | Time: 1657.51 ms
[2021-09-27 21:27:38 main:574] : INFO : Epoch 1981 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 1676.91 ms
[2021-09-27 21:27:39 main:574] : INFO : Epoch 1982 | loss: 0.0311703 | val_loss: 0.0311824 | Time: 1634.83 ms
[2021-09-27 21:27:41 main:574] : INFO : Epoch 1983 | loss: 0.0311742 | val_loss: 0.031187 | Time: 1666.47 ms
[2021-09-27 21:27:43 main:574] : INFO : Epoch 1984 | loss: 0.0311727 | val_loss: 0.0311755 | Time: 1630.7 ms
[2021-09-27 21:27:44 main:574] : INFO : Epoch 1985 | loss: 0.0311708 | val_loss: 0.0311795 | Time: 1680.62 ms
[2021-09-27 21:27:46 main:574] : INFO : Epoch 1986 | loss: 0.0311728 | val_loss: 0.0311787 | Time: 1606.5 ms
[2021-09-27 21:27:48 main:574] : INFO : Epoch 1987 | loss: 0.0311713 | val_loss: 0.0311763 | Time: 1685.04 ms
[2021-09-27 21:27:49 main:574] : INFO : Epoch 1988 | loss: 0.0311693 | val_loss: 0.031176 | Time: 1633.14 ms
[2021-09-27 21:27:51 main:574] : INFO : Epoch 1989 | loss: 0.0311722 | val_loss: 0.031177 | Time: 1640.03 ms
[2021-09-27 21:27:53 main:574] : INFO : Epoch 1990 | loss: 0.0311723 | val_loss: 0.0311808 | Time: 1636.74 ms
[2021-09-27 21:27:54 main:574] : INFO : Epoch 1991 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 1650.25 ms
[2021-09-27 21:27:56 main:574] : INFO : Epoch 1992 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 1622.32 ms
[2021-09-27 21:27:58 main:574] : INFO : Epoch 1993 | loss: 0.0311716 | val_loss: 0.0311795 | Time: 1638.98 ms
[2021-09-27 21:27:59 main:574] : INFO : Epoch 1994 | loss: 0.0311723 | val_loss: 0.0311784 | Time: 1659.21 ms
[2021-09-27 21:28:01 main:574] : INFO : Epoch 1995 | loss: 0.0311706 | val_loss: 0.031181 | Time: 1654.8 ms
[2021-09-27 21:28:03 main:574] : INFO : Epoch 1996 | loss: 0.0311746 | val_loss: 0.031177 | Time: 1648.53 ms
[2021-09-27 21:28:04 main:574] : INFO : Epoch 1997 | loss: 0.0311758 | val_loss: 0.0311862 | Time: 1654.99 ms
[2021-09-27 21:28:06 main:574] : INFO : Epoch 1998 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 1670.98 ms
[2021-09-27 21:28:08 main:574] : INFO : Epoch 1999 | loss: 0.0311798 | val_loss: 0.031195 | Time: 1661.41 ms
[2021-09-27 21:28:09 main:574] : INFO : Epoch 2000 | loss: 0.031191 | val_loss: 0.031191 | Time: 1683.01 ms
[2021-09-27 21:28:11 main:574] : INFO : Epoch 2001 | loss: 0.0311855 | val_loss: 0.031187 | Time: 1679.7 ms
[2021-09-27 21:28:13 main:574] : INFO : Epoch 2002 | loss: 0.0311822 | val_loss: 0.0311918 | Time: 1606.43 ms
[2021-09-27 21:28:14 main:574] : INFO : Epoch 2003 | loss: 0.031183 | val_loss: 0.0311836 | Time: 1639.79 ms
[2021-09-27 21:28:16 main:574] : INFO : Epoch 2004 | loss: 0.0311809 | val_loss: 0.0311831 | Time: 1616.19 ms
[2021-09-27 21:28:18 main:574] : INFO : Epoch 2005 | loss: 0.0311799 | val_loss: 0.0311791 | Time: 1657.61 ms
[2021-09-27 21:28:19 main:574] : INFO : Epoch 2006 | loss: 0.0311813 | val_loss: 0.0311796 | Time: 1625.32 ms
[2021-09-27 21:28:21 main:574] : INFO : Epoch 2007 | loss: 0.0311779 | val_loss: 0.0311777 | Time: 1675.01 ms
[2021-09-27 21:28:23 main:574] : INFO : Epoch 2008 | loss: 0.0311756 | val_loss: 0.0311783 | Time: 1625.11 ms
[2021-09-27 21:28:24 main:574] : INFO : Epoch 2009 | loss: 0.0311736 | val_loss: 0.0311819 | Time: 1637.26 ms
[2021-09-27 21:28:26 main:574] : INFO : Epoch 2010 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 1648.29 ms
[2021-09-27 21:28:27 main:574] : INFO : Epoch 2011 | loss: 0.0311734 | val_loss: 0.0311827 | Time: 1636.65 ms
[2021-09-27 21:28:29 main:574] : INFO : Epoch 2012 | loss: 0.031179 | val_loss: 0.0311841 | Time: 1668.98 ms
[2021-09-27 21:28:31 main:574] : INFO : Epoch 2013 | loss: 0.0311778 | val_loss: 0.0311761 | Time: 1684.43 ms
[2021-09-27 21:28:33 main:574] : INFO : Epoch 2014 | loss: 0.0311745 | val_loss: 0.0311883 | Time: 1900.21 ms
[2021-09-27 21:28:35 main:574] : INFO : Epoch 2015 | loss: 0.0311754 | val_loss: 0.031178 | Time: 1827.84 ms
[2021-09-27 21:28:36 main:574] : INFO : Epoch 2016 | loss: 0.031172 | val_loss: 0.031175 | Time: 1669.55 ms
[2021-09-27 21:28:38 main:574] : INFO : Epoch 2017 | loss: 0.031174 | val_loss: 0.0311847 | Time: 1664.68 ms
[2021-09-27 21:28:40 main:574] : INFO : Epoch 2018 | loss: 0.0311776 | val_loss: 0.0311758 | Time: 1671.54 ms
[2021-09-27 21:28:41 main:574] : INFO : Epoch 2019 | loss: 0.0311732 | val_loss: 0.0311808 | Time: 1641.17 ms
[2021-09-27 21:28:43 main:574] : INFO : Epoch 2020 | loss: 0.031172 | val_loss: 0.0311756 | Time: 1651.39 ms
[2021-09-27 21:28:45 main:574] : INFO : Epoch 2021 | loss: 0.0311752 | val_loss: 0.0311773 | Time: 1647.55 ms
[2021-09-27 21:28:46 main:574] : INFO : Epoch 2022 | loss: 0.0311735 | val_loss: 0.0311769 | Time: 1671.91 ms
[2021-09-27 21:28:48 main:574] : INFO : Epoch 2023 | loss: 0.0311726 | val_loss: 0.0311997 | Time: 1652.52 ms
[2021-09-27 21:28:50 main:574] : INFO : Epoch 2024 | loss: 0.0311745 | val_loss: 0.0311768 | Time: 1697.6 ms
[2021-09-27 21:28:51 main:574] : INFO : Epoch 2025 | loss: 0.0311736 | val_loss: 0.0311793 | Time: 1756.54 ms
[2021-09-27 21:28:53 main:574] : INFO : Epoch 2026 | loss: 0.0311701 | val_loss: 0.0311813 | Time: 1690.85 ms
[2021-09-27 21:28:55 main:574] : INFO : Epoch 2027 | loss: 0.0311721 | val_loss: 0.0311758 | Time: 1681.74 ms
[2021-09-27 21:28:56 main:574] : INFO : Epoch 2028 | loss: 0.0311798 | val_loss: 0.031182 | Time: 1624.9 ms
[2021-09-27 21:28:58 main:574] : INFO : Epoch 2029 | loss: 0.0311749 | val_loss: 0.0311759 | Time: 1636.16 ms
[2021-09-27 21:29:00 main:574] : INFO : Epoch 2030 | loss: 0.0311712 | val_loss: 0.0311767 | Time: 1654.6 ms
[2021-09-27 21:29:01 main:574] : INFO : Epoch 2031 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 1681.37 ms
[2021-09-27 21:29:03 main:574] : INFO : Epoch 2032 | loss: 0.0311708 | val_loss: 0.0311867 | Time: 1687.07 ms
[2021-09-27 21:29:05 main:574] : INFO : Epoch 2033 | loss: 0.0311795 | val_loss: 0.0311957 | Time: 1647.39 ms
[2021-09-27 21:29:06 main:574] : INFO : Epoch 2034 | loss: 0.0311794 | val_loss: 0.0311849 | Time: 1615.09 ms
[2021-09-27 21:29:08 main:574] : INFO : Epoch 2035 | loss: 0.0311719 | val_loss: 0.0311765 | Time: 1647.23 ms
[2021-09-27 21:29:10 main:574] : INFO : Epoch 2036 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 1638.92 ms
[2021-09-27 21:29:11 main:574] : INFO : Epoch 2037 | loss: 0.0311742 | val_loss: 0.0311787 | Time: 1609.46 ms
[2021-09-27 21:29:13 main:574] : INFO : Epoch 2038 | loss: 0.0311708 | val_loss: 0.0311768 | Time: 1629.77 ms
[2021-09-27 21:29:15 main:574] : INFO : Epoch 2039 | loss: 0.031172 | val_loss: 0.0311764 | Time: 1676.6 ms
[2021-09-27 21:29:16 main:574] : INFO : Epoch 2040 | loss: 0.0311697 | val_loss: 0.0311767 | Time: 1643.75 ms
[2021-09-27 21:29:18 main:574] : INFO : Epoch 2041 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 1643.11 ms
[2021-09-27 21:29:20 main:574] : INFO : Epoch 2042 | loss: 0.0311734 | val_loss: 0.0311879 | Time: 1643.32 ms
[2021-09-27 21:29:21 main:574] : INFO : Epoch 2043 | loss: 0.0311726 | val_loss: 0.0311766 | Time: 1645.09 ms
[2021-09-27 21:29:23 main:574] : INFO : Epoch 2044 | loss: 0.0311696 | val_loss: 0.0311776 | Time: 1639.11 ms
[2021-09-27 21:29:24 main:574] : INFO : Epoch 2045 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 1609.3 ms
[2021-09-27 21:29:26 main:574] : INFO : Epoch 2046 | loss: 0.0311707 | val_loss: 0.0311776 | Time: 1629.27 ms
[2021-09-27 21:29:28 main:574] : INFO : Epoch 2047 | loss: 0.0311693 | val_loss: 0.0311763 | Time: 1646.83 ms
[2021-09-27 21:29:30 main:574] : INFO : Epoch 2048 | loss: 0.0311668 | val_loss: 0.0311759 | Time: 1773.21 ms
[2021-09-27 21:29:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311759
[2021-09-27 21:29:30 main:603] : INFO : Saving end state to config to file
[2021-09-27 21:29:30 main:608] : INFO : Success, exiting..
21:29:30 (11404): 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)