Task 7715257
| Name | ParityModified-1631726798-5074-2_1 |
| Workunit | 5236618 |
| Created | 30 Sep 2021, 9:06:08 UTC |
| Sent | 30 Sep 2021, 21:11:40 UTC |
| Report deadline | 7 Oct 2021, 21:11:40 UTC |
| Received | 2 Oct 2021, 19:21:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 58 min 28 sec |
| CPU time | 58 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311651 | val_loss: 0.0311746 | Time: 1700.51 ms
[2021-10-02 15:06:36 main:581] : INFO : Epoch 1539 | loss: 0.0311643 | val_loss: 0.0311767 | Time: 1706.61 ms
[2021-10-02 15:06:38 main:581] : INFO : Epoch 1540 | loss: 0.031163 | val_loss: 0.031176 | Time: 1724.84 ms
[2021-10-02 15:06:40 main:581] : INFO : Epoch 1541 | loss: 0.0311635 | val_loss: 0.0311751 | Time: 1720.68 ms
[2021-10-02 15:06:42 main:581] : INFO : Epoch 1542 | loss: 0.0311618 | val_loss: 0.0311751 | Time: 1707.7 ms
[2021-10-02 15:06:43 main:581] : INFO : Epoch 1543 | loss: 0.031162 | val_loss: 0.0311757 | Time: 1732.03 ms
[2021-10-02 15:06:45 main:581] : INFO : Epoch 1544 | loss: 0.0311618 | val_loss: 0.0311745 | Time: 1738.66 ms
[2021-10-02 15:06:47 main:581] : INFO : Epoch 1545 | loss: 0.0311626 | val_loss: 0.0311744 | Time: 1698.45 ms
[2021-10-02 15:06:48 main:581] : INFO : Epoch 1546 | loss: 0.0311621 | val_loss: 0.0311778 | Time: 1702.6 ms
[2021-10-02 15:06:50 main:581] : INFO : Epoch 1547 | loss: 0.0311617 | val_loss: 0.0311777 | Time: 1708.72 ms
[2021-10-02 15:06:52 main:581] : INFO : Epoch 1548 | loss: 0.031162 | val_loss: 0.0311744 | Time: 1724.47 ms
[2021-10-02 15:06:54 main:581] : INFO : Epoch 1549 | loss: 0.0311621 | val_loss: 0.0311772 | Time: 1727.46 ms
[2021-10-02 15:06:55 main:581] : INFO : Epoch 1550 | loss: 0.0311649 | val_loss: 0.0311776 | Time: 1715.58 ms
[2021-10-02 15:06:57 main:581] : INFO : Epoch 1551 | loss: 0.0311746 | val_loss: 0.0311787 | Time: 1723.46 ms
[2021-10-02 15:06:59 main:581] : INFO : Epoch 1552 | loss: 0.0311756 | val_loss: 0.03118 | Time: 1729.72 ms
[2021-10-02 15:07:01 main:581] : INFO : Epoch 1553 | loss: 0.0311775 | val_loss: 0.0311789 | Time: 1715.48 ms
[2021-10-02 15:07:02 main:581] : INFO : Epoch 1554 | loss: 0.0311761 | val_loss: 0.0311773 | Time: 1713.07 ms
[2021-10-02 15:07:04 main:581] : INFO : Epoch 1555 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 1719.54 ms
[2021-10-02 15:07:06 main:581] : INFO : Epoch 1556 | loss: 0.0311718 | val_loss: 0.0311745 | Time: 1703.54 ms
[2021-10-02 15:07:07 main:581] : INFO : Epoch 1557 | loss: 0.031172 | val_loss: 0.0311752 | Time: 1709.38 ms
[2021-10-02 15:07:09 main:581] : INFO : Epoch 1558 | loss: 0.031171 | val_loss: 0.0311724 | Time: 1713.96 ms
[2021-10-02 15:07:11 main:581] : INFO : Epoch 1559 | loss: 0.0311681 | val_loss: 0.031172 | Time: 1710.03 ms
[2021-10-02 15:07:13 main:581] : INFO : Epoch 1560 | loss: 0.031168 | val_loss: 0.0311733 | Time: 1724.85 ms
[2021-10-02 15:07:14 main:581] : INFO : Epoch 1561 | loss: 0.0311694 | val_loss: 0.031173 | Time: 1720.47 ms
[2021-10-02 15:07:16 main:581] : INFO : Epoch 1562 | loss: 0.0311675 | val_loss: 0.0311733 | Time: 1708.29 ms
[2021-10-02 15:07:18 main:581] : INFO : Epoch 1563 | loss: 0.031167 | val_loss: 0.0311747 | Time: 1717.78 ms
[2021-10-02 15:07:19 main:581] : INFO : Epoch 1564 | loss: 0.0311669 | val_loss: 0.0311732 | Time: 1712.31 ms
[2021-10-02 15:07:21 main:581] : INFO : Epoch 1565 | loss: 0.031166 | val_loss: 0.0311729 | Time: 1695.33 ms
[2021-10-02 15:07:23 main:581] : INFO : Epoch 1566 | loss: 0.0311659 | val_loss: 0.0311737 | Time: 1704.51 ms
[2021-10-02 15:07:24 main:581] : INFO : Epoch 1567 | loss: 0.0311653 | val_loss: 0.0311725 | Time: 1719.15 ms
[2021-10-02 15:07:26 main:581] : INFO : Epoch 1568 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 1716.1 ms
[2021-10-02 15:07:28 main:581] : INFO : Epoch 1569 | loss: 0.0311648 | val_loss: 0.0311735 | Time: 1713.69 ms
[2021-10-02 15:07:30 main:581] : INFO : Epoch 1570 | loss: 0.0311654 | val_loss: 0.0311737 | Time: 1727.35 ms
[2021-10-02 15:07:31 main:581] : INFO : Epoch 1571 | loss: 0.0311643 | val_loss: 0.0311721 | Time: 1715.35 ms
[2021-10-02 15:07:33 main:581] : INFO : Epoch 1572 | loss: 0.0311653 | val_loss: 0.0311737 | Time: 1717.75 ms
[2021-10-02 15:07:35 main:581] : INFO : Epoch 1573 | loss: 0.0311652 | val_loss: 0.031175 | Time: 1716.42 ms
[2021-10-02 15:07:37 main:581] : INFO : Epoch 1574 | loss: 0.0311652 | val_loss: 0.031174 | Time: 1713.71 ms
[2021-10-02 15:07:38 main:581] : INFO : Epoch 1575 | loss: 0.0311634 | val_loss: 0.0311739 | Time: 1721.31 ms
[2021-10-02 15:07:40 main:581] : INFO : Epoch 1576 | loss: 0.0311631 | val_loss: 0.0311741 | Time: 1731.39 ms
[2021-10-02 15:07:42 main:581] : INFO : Epoch 1577 | loss: 0.0311636 | val_loss: 0.0311752 | Time: 1717.86 ms
[2021-10-02 15:07:43 main:581] : INFO : Epoch 1578 | loss: 0.0311645 | val_loss: 0.0311753 | Time: 1718.03 ms
[2021-10-02 15:07:45 main:581] : INFO : Epoch 1579 | loss: 0.0311676 | val_loss: 0.031178 | Time: 1714.59 ms
[2021-10-02 15:07:47 main:581] : INFO : Epoch 1580 | loss: 0.0311691 | val_loss: 0.0311748 | Time: 1722.47 ms
[2021-10-02 15:07:49 main:581] : INFO : Epoch 1581 | loss: 0.0311674 | val_loss: 0.0311743 | Time: 1733.21 ms
[2021-10-02 15:07:50 main:581] : INFO : Epoch 1582 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 1725.1 ms
[2021-10-02 15:07:52 main:581] : INFO : Epoch 1583 | loss: 0.0311646 | val_loss: 0.0311741 | Time: 1706.16 ms
[2021-10-02 15:07:54 main:581] : INFO : Epoch 1584 | loss: 0.0311642 | val_loss: 0.0311744 | Time: 1730.76 ms
[2021-10-02 15:07:55 main:581] : INFO : Epoch 1585 | loss: 0.0311655 | val_loss: 0.0311755 | Time: 1725.59 ms
[2021-10-02 15:07:57 main:581] : INFO : Epoch 1586 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 1701.38 ms
[2021-10-02 15:07:59 main:581] : INFO : Epoch 1587 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 1709.97 ms
[2021-10-02 15:08:01 main:581] : INFO : Epoch 1588 | loss: 0.0311677 | val_loss: 0.0311738 | Time: 1723.21 ms
[2021-10-02 15:08:02 main:581] : INFO : Epoch 1589 | loss: 0.0311663 | val_loss: 0.0311746 | Time: 1720.81 ms
[2021-10-02 15:08:04 main:581] : INFO : Epoch 1590 | loss: 0.0311655 | val_loss: 0.0311749 | Time: 1686.19 ms
[2021-10-02 15:08:06 main:581] : INFO : Epoch 1591 | loss: 0.0311676 | val_loss: 0.0311802 | Time: 1726.54 ms
[2021-10-02 15:08:07 main:581] : INFO : Epoch 1592 | loss: 0.03117 | val_loss: 0.0311766 | Time: 1712.98 ms
[2021-10-02 15:08:09 main:581] : INFO : Epoch 1593 | loss: 0.0311683 | val_loss: 0.0311797 | Time: 1692.75 ms
[2021-10-02 15:08:11 main:581] : INFO : Epoch 1594 | loss: 0.0311674 | val_loss: 0.0311799 | Time: 1698.75 ms
[2021-10-02 15:08:13 main:581] : INFO : Epoch 1595 | loss: 0.0311658 | val_loss: 0.0311744 | Time: 1718.87 ms
[2021-10-02 15:08:14 main:581] : INFO : Epoch 1596 | loss: 0.0311663 | val_loss: 0.0311775 | Time: 1726.64 ms
[2021-10-02 15:08:16 main:581] : INFO : Epoch 1597 | loss: 0.031166 | val_loss: 0.031174 | Time: 1711.41 ms
[2021-10-02 15:08:18 main:581] : INFO : Epoch 1598 | loss: 0.0311647 | val_loss: 0.0311732 | Time: 1711.05 ms
[2021-10-02 15:08:19 main:581] : INFO : Epoch 1599 | loss: 0.0311654 | val_loss: 0.0311745 | Time: 1701.36 ms
[2021-10-02 15:08:21 main:581] : INFO : Epoch 1600 | loss: 0.0311637 | val_loss: 0.0311737 | Time: 1713.66 ms
[2021-10-02 15:08:23 main:581] : INFO : Epoch 1601 | loss: 0.0311644 | val_loss: 0.0311738 | Time: 1696.06 ms
[2021-10-02 15:08:25 main:581] : INFO : Epoch 1602 | loss: 0.0311638 | val_loss: 0.0311738 | Time: 1703.86 ms
[2021-10-02 15:08:26 main:581] : INFO : Epoch 1603 | loss: 0.0311638 | val_loss: 0.0311756 | Time: 1702.63 ms
[2021-10-02 15:08:28 main:581] : INFO : Epoch 1604 | loss: 0.0311625 | val_loss: 0.0311747 | Time: 1738.62 ms
[2021-10-02 15:08:30 main:581] : INFO : Epoch 1605 | loss: 0.0311676 | val_loss: 0.0311791 | Time: 1722 ms
[2021-10-02 15:08:31 main:581] : INFO : Epoch 1606 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 1694.8 ms
[2021-10-02 15:08:33 main:581] : INFO : Epoch 1607 | loss: 0.0311732 | val_loss: 0.031177 | Time: 1715.66 ms
[2021-10-02 15:08:35 main:581] : INFO : Epoch 1608 | loss: 0.0311731 | val_loss: 0.0311764 | Time: 1702.03 ms
[2021-10-02 15:08:37 main:581] : INFO : Epoch 1609 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 1715.92 ms
[2021-10-02 15:08:38 main:581] : INFO : Epoch 1610 | loss: 0.0311697 | val_loss: 0.031175 | Time: 1709.54 ms
[2021-10-02 15:08:40 main:581] : INFO : Epoch 1611 | loss: 0.0311712 | val_loss: 0.0311749 | Time: 1675.07 ms
[2021-10-02 15:08:42 main:581] : INFO : Epoch 1612 | loss: 0.0311691 | val_loss: 0.0311733 | Time: 1701.66 ms
[2021-10-02 15:08:43 main:581] : INFO : Epoch 1613 | loss: 0.0311697 | val_loss: 0.0311779 | Time: 1740.66 ms
[2021-10-02 15:08:45 main:581] : INFO : Epoch 1614 | loss: 0.0311678 | val_loss: 0.0311762 | Time: 1713.82 ms
[2021-10-02 15:08:47 main:581] : INFO : Epoch 1615 | loss: 0.0311684 | val_loss: 0.0311755 | Time: 1706.89 ms
[2021-10-02 15:08:48 main:581] : INFO : Epoch 1616 | loss: 0.0311667 | val_loss: 0.0311761 | Time: 1726.8 ms
[2021-10-02 15:08:50 main:581] : INFO : Epoch 1617 | loss: 0.0311663 | val_loss: 0.0311758 | Time: 1702.78 ms
[2021-10-02 15:08:52 main:581] : INFO : Epoch 1618 | loss: 0.0311668 | val_loss: 0.0311763 | Time: 1716.33 ms
[2021-10-02 15:08:54 main:581] : INFO : Epoch 1619 | loss: 0.0311652 | val_loss: 0.0311765 | Time: 1721.71 ms
[2021-10-02 15:08:55 main:581] : INFO : Epoch 1620 | loss: 0.0311653 | val_loss: 0.0311741 | Time: 1702.73 ms
[2021-10-02 15:08:57 main:581] : INFO : Epoch 1621 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 1715.9 ms
[2021-10-02 15:08:59 main:581] : INFO : Epoch 1622 | loss: 0.0311646 | val_loss: 0.0311727 | Time: 1719.72 ms
[2021-10-02 15:09:00 main:581] : INFO : Epoch 1623 | loss: 0.0311643 | val_loss: 0.0311744 | Time: 1700.42 ms
[2021-10-02 15:09:02 main:581] : INFO : Epoch 1624 | loss: 0.0311638 | val_loss: 0.0311734 | Time: 1703.32 ms
[2021-10-02 15:09:04 main:581] : INFO : Epoch 1625 | loss: 0.0311637 | val_loss: 0.0311749 | Time: 1679.69 ms
[2021-10-02 15:09:06 main:581] : INFO : Epoch 1626 | loss: 0.0311635 | val_loss: 0.0311735 | Time: 1698.65 ms
[2021-10-02 15:09:07 main:581] : INFO : Epoch 1627 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 1723.45 ms
[2021-10-02 15:09:09 main:581] : INFO : Epoch 1628 | loss: 0.0311676 | val_loss: 0.0311748 | Time: 1733.41 ms
[2021-10-02 15:09:11 main:581] : INFO : Epoch 1629 | loss: 0.0311657 | val_loss: 0.0311759 | Time: 1695.92 ms
[2021-10-02 15:09:12 main:581] : INFO : Epoch 1630 | loss: 0.0311655 | val_loss: 0.0311747 | Time: 1709.05 ms
[2021-10-02 15:09:14 main:581] : INFO : Epoch 1631 | loss: 0.0311662 | val_loss: 0.031175 | Time: 1702.06 ms
[2021-10-02 15:09:16 main:581] : INFO : Epoch 1632 | loss: 0.0311646 | val_loss: 0.0311783 | Time: 1706.19 ms
[2021-10-02 15:09:18 main:581] : INFO : Epoch 1633 | loss: 0.0311652 | val_loss: 0.0311767 | Time: 1696.05 ms
[2021-10-02 15:09:19 main:581] : INFO : Epoch 1634 | loss: 0.0311658 | val_loss: 0.031176 | Time: 1723.05 ms
[2021-10-02 15:09:21 main:581] : INFO : Epoch 1635 | loss: 0.0311661 | val_loss: 0.031177 | Time: 1700.82 ms
[2021-10-02 15:09:23 main:581] : INFO : Epoch 1636 | loss: 0.0311676 | val_loss: 0.0311757 | Time: 1725.63 ms
[2021-10-02 15:09:24 main:581] : INFO : Epoch 1637 | loss: 0.0311646 | val_loss: 0.0311753 | Time: 1715.43 ms
[2021-10-02 15:09:26 main:581] : INFO : Epoch 1638 | loss: 0.0311642 | val_loss: 0.0311746 | Time: 1719.91 ms
[2021-10-02 15:09:28 main:581] : INFO : Epoch 1639 | loss: 0.0311643 | val_loss: 0.0311741 | Time: 1720.05 ms
[2021-10-02 15:09:30 main:581] : INFO : Epoch 1640 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 1725.54 ms
[2021-10-02 15:09:31 main:581] : INFO : Epoch 1641 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 1706.4 ms
[2021-10-02 15:09:33 main:581] : INFO : Epoch 1642 | loss: 0.0311722 | val_loss: 0.0311791 | Time: 1714.68 ms
[2021-10-02 15:09:35 main:581] : INFO : Epoch 1643 | loss: 0.0311719 | val_loss: 0.031176 | Time: 1717.04 ms
[2021-10-02 15:09:36 main:581] : INFO : Epoch 1644 | loss: 0.0311698 | val_loss: 0.0311756 | Time: 1714.18 ms
[2021-10-02 15:09:38 main:581] : INFO : Epoch 1645 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 1699.47 ms
[2021-10-02 15:09:40 main:581] : INFO : Epoch 1646 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 1721.22 ms
[2021-10-02 15:09:42 main:581] : INFO : Epoch 1647 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 1729.22 ms
[2021-10-02 15:09:43 main:581] : INFO : Epoch 1648 | loss: 0.0311683 | val_loss: 0.0311743 | Time: 1716.22 ms
[2021-10-02 15:09:45 main:581] : INFO : Epoch 1649 | loss: 0.0311675 | val_loss: 0.0311744 | Time: 1710.16 ms
[2021-10-02 15:09:47 main:581] : INFO : Epoch 1650 | loss: 0.0311682 | val_loss: 0.0311782 | Time: 1736.19 ms
[2021-10-02 15:09:48 main:581] : INFO : Epoch 1651 | loss: 0.0311681 | val_loss: 0.031176 | Time: 1698.63 ms
[2021-10-02 15:09:50 main:581] : INFO : Epoch 1652 | loss: 0.0311661 | val_loss: 0.0311764 | Time: 1708.12 ms
[2021-10-02 15:09:52 main:581] : INFO : Epoch 1653 | loss: 0.0311664 | val_loss: 0.0311735 | Time: 1732.89 ms
[2021-10-02 15:09:54 main:581] : INFO : Epoch 1654 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 1722.96 ms
[2021-10-02 15:09:55 main:581] : INFO : Epoch 1655 | loss: 0.031165 | val_loss: 0.0311754 | Time: 1727.25 ms
[2021-10-02 15:09:57 main:581] : INFO : Epoch 1656 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 1723.54 ms
[2021-10-02 15:09:59 main:581] : INFO : Epoch 1657 | loss: 0.0311647 | val_loss: 0.0311742 | Time: 1710.65 ms
[2021-10-02 15:10:00 main:581] : INFO : Epoch 1658 | loss: 0.0311643 | val_loss: 0.0311751 | Time: 1708.28 ms
[2021-10-02 15:10:02 main:581] : INFO : Epoch 1659 | loss: 0.0311637 | val_loss: 0.0311753 | Time: 1738.43 ms
[2021-10-02 15:10:04 main:581] : INFO : Epoch 1660 | loss: 0.0311626 | val_loss: 0.0311741 | Time: 1726.59 ms
[2021-10-02 15:10:06 main:581] : INFO : Epoch 1661 | loss: 0.031165 | val_loss: 0.0311756 | Time: 1720.48 ms
[2021-10-02 15:10:07 main:581] : INFO : Epoch 1662 | loss: 0.0311644 | val_loss: 0.0311759 | Time: 1713.63 ms
[2021-10-02 15:10:09 main:581] : INFO : Epoch 1663 | loss: 0.031164 | val_loss: 0.0311779 | Time: 1709.54 ms
[2021-10-02 15:10:11 main:581] : INFO : Epoch 1664 | loss: 0.0311643 | val_loss: 0.031177 | Time: 1715.62 ms
[2021-10-02 15:10:13 main:581] : INFO : Epoch 1665 | loss: 0.0311651 | val_loss: 0.0311766 | Time: 1718.87 ms
[2021-10-02 15:10:14 main:581] : INFO : Epoch 1666 | loss: 0.0311684 | val_loss: 0.0311757 | Time: 1694.59 ms
[2021-10-02 15:10:16 main:581] : INFO : Epoch 1667 | loss: 0.0311634 | val_loss: 0.0311765 | Time: 1712.48 ms
[2021-10-02 15:10:18 main:581] : INFO : Epoch 1668 | loss: 0.0311604 | val_loss: 0.031175 | Time: 1722.16 ms
[2021-10-02 15:10:19 main:581] : INFO : Epoch 1669 | loss: 0.0311601 | val_loss: 0.0311751 | Time: 1703.4 ms
[2021-10-02 15:10:21 main:581] : INFO : Epoch 1670 | loss: 0.0311602 | val_loss: 0.0311746 | Time: 1723.19 ms
[2021-10-02 15:10:23 main:581] : INFO : Epoch 1671 | loss: 0.0311597 | val_loss: 0.0311746 | Time: 1725.32 ms
[2021-10-02 15:10:25 main:581] : INFO : Epoch 1672 | loss: 0.0311596 | val_loss: 0.0311738 | Time: 1731.19 ms
[2021-10-02 15:10:26 main:581] : INFO : Epoch 1673 | loss: 0.0311617 | val_loss: 0.0311732 | Time: 1728.78 ms
[2021-10-02 15:10:28 main:581] : INFO : Epoch 1674 | loss: 0.031166 | val_loss: 0.0311726 | Time: 1716.62 ms
[2021-10-02 15:10:30 main:581] : INFO : Epoch 1675 | loss: 0.0311654 | val_loss: 0.0311729 | Time: 1728.29 ms
[2021-10-02 15:10:31 main:581] : INFO : Epoch 1676 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 1731.71 ms
[2021-10-02 15:10:33 main:581] : INFO : Epoch 1677 | loss: 0.0311622 | val_loss: 0.0311721 | Time: 1719.47 ms
[2021-10-02 15:10:35 main:581] : INFO : Epoch 1678 | loss: 0.0311631 | val_loss: 0.0311707 | Time: 1723.31 ms
[2021-10-02 15:10:37 main:581] : INFO : Epoch 1679 | loss: 0.0311673 | val_loss: 0.0311724 | Time: 1718.83 ms
[2021-10-02 15:10:38 main:581] : INFO : Epoch 1680 | loss: 0.0311649 | val_loss: 0.0311719 | Time: 1735.51 ms
[2021-10-02 15:10:40 main:581] : INFO : Epoch 1681 | loss: 0.0311632 | val_loss: 0.03117 | Time: 1709.05 ms
[2021-10-02 15:10:42 main:581] : INFO : Epoch 1682 | loss: 0.0311642 | val_loss: 0.0311711 | Time: 1720.39 ms
[2021-10-02 15:10:43 main:581] : INFO : Epoch 1683 | loss: 0.0311629 | val_loss: 0.0311727 | Time: 1703.8 ms
[2021-10-02 15:10:45 main:581] : INFO : Epoch 1684 | loss: 0.031162 | val_loss: 0.0311742 | Time: 1704.99 ms
[2021-10-02 15:10:47 main:581] : INFO : Epoch 1685 | loss: 0.0311629 | val_loss: 0.0311739 | Time: 1698.02 ms
[2021-10-02 15:10:49 main:581] : INFO : Epoch 1686 | loss: 0.0311656 | val_loss: 0.031173 | Time: 1735.56 ms
[2021-10-02 15:10:50 main:581] : INFO : Epoch 1687 | loss: 0.0311701 | val_loss: 0.0311791 | Time: 1742 ms
[2021-10-02 15:10:52 main:581] : INFO : Epoch 1688 | loss: 0.0311702 | val_loss: 0.0311724 | Time: 1721.89 ms
[2021-10-02 15:10:54 main:581] : INFO : Epoch 1689 | loss: 0.0311693 | val_loss: 0.031173 | Time: 1708.08 ms
[2021-10-02 15:10:56 main:581] : INFO : Epoch 1690 | loss: 0.0311687 | val_loss: 0.0311763 | Time: 1731.3 ms
[2021-10-02 15:10:57 main:581] : INFO : Epoch 1691 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 1725.24 ms
[2021-10-02 15:10:59 main:581] : INFO : Epoch 1692 | loss: 0.0311679 | val_loss: 0.0311731 | Time: 1712.48 ms
[2021-10-02 15:11:01 main:581] : INFO : Epoch 1693 | loss: 0.0311681 | val_loss: 0.031174 | Time: 1700.66 ms
[2021-10-02 15:11:02 main:581] : INFO : Epoch 1694 | loss: 0.0311674 | val_loss: 0.0311754 | Time: 1708.09 ms
[2021-10-02 15:11:04 main:581] : INFO : Epoch 1695 | loss: 0.0311657 | val_loss: 0.031172 | Time: 1695.13 ms
[2021-10-02 15:11:06 main:581] : INFO : Epoch 1696 | loss: 0.0311654 | val_loss: 0.0311714 | Time: 1719.02 ms
[2021-10-02 15:11:07 main:581] : INFO : Epoch 1697 | loss: 0.0311643 | val_loss: 0.0311778 | Time: 1713.28 ms
[2021-10-02 15:11:09 main:581] : INFO : Epoch 1698 | loss: 0.0311706 | val_loss: 0.0311762 | Time: 1712.13 ms
[2021-10-02 15:11:11 main:581] : INFO : Epoch 1699 | loss: 0.0311736 | val_loss: 0.031176 | Time: 1706.12 ms
[2021-10-02 15:11:13 main:581] : INFO : Epoch 1700 | loss: 0.0311683 | val_loss: 0.0311739 | Time: 1705.66 ms
[2021-10-02 15:11:14 main:581] : INFO : Epoch 1701 | loss: 0.0311691 | val_loss: 0.0311725 | Time: 1705.79 ms
[2021-10-02 15:11:16 main:581] : INFO : Epoch 1702 | loss: 0.0311688 | val_loss: 0.0311729 | Time: 1741.96 ms
[2021-10-02 15:11:18 main:581] : INFO : Epoch 1703 | loss: 0.0311679 | val_loss: 0.0311738 | Time: 1720.93 ms
[2021-10-02 15:11:20 main:581] : INFO : Epoch 1704 | loss: 0.0311669 | val_loss: 0.031174 | Time: 1727.86 ms
[2021-10-02 15:11:21 main:581] : INFO : Epoch 1705 | loss: 0.0311677 | val_loss: 0.0311726 | Time: 1712.21 ms
[2021-10-02 15:11:23 main:581] : INFO : Epoch 1706 | loss: 0.0311689 | val_loss: 0.0311844 | Time: 1719.75 ms
[2021-10-02 15:11:25 main:581] : INFO : Epoch 1707 | loss: 0.0311687 | val_loss: 0.0311718 | Time: 1710.84 ms
[2021-10-02 15:11:26 main:581] : INFO : Epoch 1708 | loss: 0.0311677 | val_loss: 0.0311719 | Time: 1735.42 ms
[2021-10-02 15:11:28 main:581] : INFO : Epoch 1709 | loss: 0.0311673 | val_loss: 0.0311759 | Time: 1706.28 ms
[2021-10-02 15:11:30 main:581] : INFO : Epoch 1710 | loss: 0.0311695 | val_loss: 0.0311738 | Time: 1708.43 ms
[2021-10-02 15:11:32 main:581] : INFO : Epoch 1711 | loss: 0.0311706 | val_loss: 0.0311736 | Time: 1739.6 ms
[2021-10-02 15:11:33 main:581] : INFO : Epoch 1712 | loss: 0.031169 | val_loss: 0.031175 | Time: 1719.8 ms
[2021-10-02 15:11:35 main:581] : INFO : Epoch 1713 | loss: 0.0311672 | val_loss: 0.0311749 | Time: 1721.65 ms
[2021-10-02 15:11:37 main:581] : INFO : Epoch 1714 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 1734.08 ms
[2021-10-02 15:11:38 main:581] : INFO : Epoch 1715 | loss: 0.0311679 | val_loss: 0.0311741 | Time: 1705.6 ms
[2021-10-02 15:11:40 main:581] : INFO : Epoch 1716 | loss: 0.0311666 | val_loss: 0.0311727 | Time: 1705.22 ms
[2021-10-02 15:11:42 main:581] : INFO : Epoch 1717 | loss: 0.0311677 | val_loss: 0.0311712 | Time: 1736.82 ms
[2021-10-02 15:11:44 main:581] : INFO : Epoch 1718 | loss: 0.0311679 | val_loss: 0.0311745 | Time: 1727.55 ms
[2021-10-02 15:11:45 main:581] : INFO : Epoch 1719 | loss: 0.0311706 | val_loss: 0.0311786 | Time: 1731.94 ms
[2021-10-02 15:11:47 main:581] : INFO : Epoch 1720 | loss: 0.0311729 | val_loss: 0.0311804 | Time: 1715.7 ms
[2021-10-02 15:11:49 main:581] : INFO : Epoch 1721 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 1719.77 ms
[2021-10-02 15:11:50 main:581] : INFO : Epoch 1722 | loss: 0.0311711 | val_loss: 0.0311777 | Time: 1694.88 ms
[2021-10-02 15:11:52 main:581] : INFO : Epoch 1723 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 1732.19 ms
[2021-10-02 15:11:54 main:581] : INFO : Epoch 1724 | loss: 0.0311704 | val_loss: 0.0311772 | Time: 1701.58 ms
[2021-10-02 15:11:56 main:581] : INFO : Epoch 1725 | loss: 0.0311728 | val_loss: 0.0311864 | Time: 1707.03 ms
[2021-10-02 15:11:57 main:581] : INFO : Epoch 1726 | loss: 0.0311707 | val_loss: 0.0311778 | Time: 1718.26 ms
[2021-10-02 15:11:59 main:581] : INFO : Epoch 1727 | loss: 0.0311756 | val_loss: 0.0311937 | Time: 1719.93 ms
[2021-10-02 15:12:01 main:581] : INFO : Epoch 1728 | loss: 0.0311732 | val_loss: 0.0311794 | Time: 1738.33 ms
[2021-10-02 15:12:02 main:581] : INFO : Epoch 1729 | loss: 0.0311695 | val_loss: 0.0311779 | Time: 1717.44 ms
[2021-10-02 15:12:04 main:581] : INFO : Epoch 1730 | loss: 0.0311673 | val_loss: 0.031181 | Time: 1690.19 ms
[2021-10-02 15:12:06 main:581] : INFO : Epoch 1731 | loss: 0.031167 | val_loss: 0.0311766 | Time: 1729.73 ms
[2021-10-02 15:12:08 main:581] : INFO : Epoch 1732 | loss: 0.0311662 | val_loss: 0.0311822 | Time: 1730.1 ms
[2021-10-02 15:12:09 main:581] : INFO : Epoch 1733 | loss: 0.0311694 | val_loss: 0.0311803 | Time: 1713.24 ms
[2021-10-02 15:12:11 main:581] : INFO : Epoch 1734 | loss: 0.0311679 | val_loss: 0.0311785 | Time: 1725.58 ms
[2021-10-02 15:12:13 main:581] : INFO : Epoch 1735 | loss: 0.0311655 | val_loss: 0.031177 | Time: 1679.28 ms
[2021-10-02 15:12:14 main:581] : INFO : Epoch 1736 | loss: 0.031166 | val_loss: 0.031178 | Time: 1703.57 ms
[2021-10-02 15:12:16 main:581] : INFO : Epoch 1737 | loss: 0.0311644 | val_loss: 0.0311783 | Time: 1734.59 ms
[2021-10-02 15:12:18 main:581] : INFO : Epoch 1738 | loss: 0.031164 | val_loss: 0.0311782 | Time: 1697.97 ms
[2021-10-02 15:12:20 main:581] : INFO : Epoch 1739 | loss: 0.0311641 | val_loss: 0.0311763 | Time: 1677.17 ms
[2021-10-02 15:12:21 main:581] : INFO : Epoch 1740 | loss: 0.0311629 | val_loss: 0.0311802 | Time: 1714.23 ms
[2021-10-02 15:12:23 main:581] : INFO : Epoch 1741 | loss: 0.0311648 | val_loss: 0.0311748 | Time: 1710.31 ms
[2021-10-02 15:12:25 main:581] : INFO : Epoch 1742 | loss: 0.0311628 | val_loss: 0.0311757 | Time: 1730.22 ms
[2021-10-02 15:12:26 main:581] : INFO : Epoch 1743 | loss: 0.0311635 | val_loss: 0.0311749 | Time: 1729.25 ms
[2021-10-02 15:12:28 main:581] : INFO : Epoch 1744 | loss: 0.0311635 | val_loss: 0.0311753 | Time: 1723.82 ms
[2021-10-02 15:12:30 main:581] : INFO : Epoch 1745 | loss: 0.0311655 | val_loss: 0.0311751 | Time: 1735.48 ms
[2021-10-02 15:12:32 main:581] : INFO : Epoch 1746 | loss: 0.0311644 | val_loss: 0.0311774 | Time: 1735.33 ms
[2021-10-02 15:12:33 main:581] : INFO : Epoch 1747 | loss: 0.0311636 | val_loss: 0.0311762 | Time: 1688.84 ms
[2021-10-02 15:12:35 main:581] : INFO : Epoch 1748 | loss: 0.0311625 | val_loss: 0.0311775 | Time: 1712.88 ms
[2021-10-02 15:12:37 main:581] : INFO : Epoch 1749 | loss: 0.0311624 | val_loss: 0.0311752 | Time: 1702.12 ms
[2021-10-02 15:12:38 main:581] : INFO : Epoch 1750 | loss: 0.0311626 | val_loss: 0.0311765 | Time: 1699.52 ms
[2021-10-02 15:12:40 main:581] : INFO : Epoch 1751 | loss: 0.0311653 | val_loss: 0.0311784 | Time: 1717.81 ms
[2021-10-02 15:12:42 main:581] : INFO : Epoch 1752 | loss: 0.0311687 | val_loss: 0.0311738 | Time: 1741 ms
[2021-10-02 15:12:44 main:581] : INFO : Epoch 1753 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 1706.36 ms
[2021-10-02 15:12:45 main:581] : INFO : Epoch 1754 | loss: 0.0311694 | val_loss: 0.0311771 | Time: 1711.63 ms
[2021-10-02 15:12:47 main:581] : INFO : Epoch 1755 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 1691.84 ms
[2021-10-02 15:12:49 main:581] : INFO : Epoch 1756 | loss: 0.0311685 | val_loss: 0.0311736 | Time: 1710.33 ms
[2021-10-02 15:12:50 main:581] : INFO : Epoch 1757 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 1672.26 ms
[2021-10-02 15:12:52 main:581] : INFO : Epoch 1758 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 1709.56 ms
[2021-10-02 15:12:54 main:581] : INFO : Epoch 1759 | loss: 0.0311704 | val_loss: 0.0311768 | Time: 1735.02 ms
[2021-10-02 15:12:56 main:581] : INFO : Epoch 1760 | loss: 0.0311749 | val_loss: 0.0311752 | Time: 1700.92 ms
[2021-10-02 15:12:57 main:581] : INFO : Epoch 1761 | loss: 0.031174 | val_loss: 0.0311742 | Time: 1717.5 ms
[2021-10-02 15:12:59 main:581] : INFO : Epoch 1762 | loss: 0.0311726 | val_loss: 0.031176 | Time: 1723.28 ms
[2021-10-02 15:13:01 main:581] : INFO : Epoch 1763 | loss: 0.031173 | val_loss: 0.0311772 | Time: 1726.72 ms
[2021-10-02 15:13:02 main:581] : INFO : Epoch 1764 | loss: 0.0311763 | val_loss: 0.0311808 | Time: 1700.39 ms
[2021-10-02 15:13:04 main:581] : INFO : Epoch 1765 | loss: 0.0311765 | val_loss: 0.031177 | Time: 1710.53 ms
[2021-10-02 15:13:06 main:581] : INFO : Epoch 1766 | loss: 0.0311744 | val_loss: 0.031177 | Time: 1714.37 ms
[2021-10-02 15:13:08 main:581] : INFO : Epoch 1767 | loss: 0.0311724 | val_loss: 0.0311752 | Time: 1718.59 ms
[2021-10-02 15:13:09 main:581] : INFO : Epoch 1768 | loss: 0.0311708 | val_loss: 0.031178 | Time: 1719.29 ms
[2021-10-02 15:13:11 main:581] : INFO : Epoch 1769 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 1716.77 ms
[2021-10-02 15:13:13 main:581] : INFO : Epoch 1770 | loss: 0.0311687 | val_loss: 0.0311757 | Time: 1707.73 ms
[2021-10-02 15:13:14 main:581] : INFO : Epoch 1771 | loss: 0.0311706 | val_loss: 0.0311745 | Time: 1708.04 ms
[2021-10-02 15:13:16 main:581] : INFO : Epoch 1772 | loss: 0.0311696 | val_loss: 0.0311743 | Time: 1698.77 ms
[2021-10-02 15:13:18 main:581] : INFO : Epoch 1773 | loss: 0.0311672 | val_loss: 0.0311774 | Time: 1713.75 ms
[2021-10-02 15:13:20 main:581] : INFO : Epoch 1774 | loss: 0.0311685 | val_loss: 0.0311771 | Time: 1707.34 ms
[2021-10-02 15:13:21 main:581] : INFO : Epoch 1775 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 1723.49 ms
[2021-10-02 15:13:23 main:581] : INFO : Epoch 1776 | loss: 0.0311669 | val_loss: 0.031181 | Time: 1714.55 ms
[2021-10-02 15:13:25 main:581] : INFO : Epoch 1777 | loss: 0.0311673 | val_loss: 0.0311749 | Time: 1704.65 ms
[2021-10-02 15:13:26 main:581] : INFO : Epoch 1778 | loss: 0.031167 | val_loss: 0.0311761 | Time: 1723.57 ms
[2021-10-02 15:13:28 main:581] : INFO : Epoch 1779 | loss: 0.0311655 | val_loss: 0.0311773 | Time: 1709.97 ms
[2021-10-02 15:13:30 main:581] : INFO : Epoch 1780 | loss: 0.0311654 | val_loss: 0.0311755 | Time: 1755.47 ms
[2021-10-02 15:13:32 main:581] : INFO : Epoch 1781 | loss: 0.0311657 | val_loss: 0.0311764 | Time: 1710.23 ms
[2021-10-02 15:13:33 main:581] : INFO : Epoch 1782 | loss: 0.0311657 | val_loss: 0.0311766 | Time: 1714.94 ms
[2021-10-02 15:13:35 main:581] : INFO : Epoch 1783 | loss: 0.031165 | val_loss: 0.0311751 | Time: 1701.4 ms
[2021-10-02 15:13:37 main:581] : INFO : Epoch 1784 | loss: 0.0311659 | val_loss: 0.0311767 | Time: 1718.9 ms
[2021-10-02 15:13:38 main:581] : INFO : Epoch 1785 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 1708.8 ms
[2021-10-02 15:13:40 main:581] : INFO : Epoch 1786 | loss: 0.0311648 | val_loss: 0.0311758 | Time: 1753.26 ms
[2021-10-02 15:13:42 main:581] : INFO : Epoch 1787 | loss: 0.0311641 | val_loss: 0.0311746 | Time: 1720.07 ms
[2021-10-02 15:13:44 main:581] : INFO : Epoch 1788 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 1721.44 ms
[2021-10-02 15:13:45 main:581] : INFO : Epoch 1789 | loss: 0.0311645 | val_loss: 0.0311743 | Time: 1714.22 ms
[2021-10-02 15:13:47 main:581] : INFO : Epoch 1790 | loss: 0.0311641 | val_loss: 0.0311783 | Time: 1715.55 ms
[2021-10-02 15:13:49 main:581] : INFO : Epoch 1791 | loss: 0.0311635 | val_loss: 0.0311744 | Time: 1734.76 ms
[2021-10-02 15:13:51 main:581] : INFO : Epoch 1792 | loss: 0.031163 | val_loss: 0.0311743 | Time: 1740.9 ms
[2021-10-02 15:13:52 main:581] : INFO : Epoch 1793 | loss: 0.0311616 | val_loss: 0.0311745 | Time: 1729.46 ms
[2021-10-02 15:13:54 main:581] : INFO : Epoch 1794 | loss: 0.0311615 | val_loss: 0.0311745 | Time: 1713.21 ms
[2021-10-02 15:13:56 main:581] : INFO : Epoch 1795 | loss: 0.0311622 | val_loss: 0.0311729 | Time: 1724.32 ms
[2021-10-02 15:13:57 main:581] : INFO : Epoch 1796 | loss: 0.0311626 | val_loss: 0.0311731 | Time: 1725.8 ms
[2021-10-02 15:13:59 main:581] : INFO : Epoch 1797 | loss: 0.0311623 | val_loss: 0.0311737 | Time: 1719.99 ms
[2021-10-02 15:14:01 main:581] : INFO : Epoch 1798 | loss: 0.0311637 | val_loss: 0.0311733 | Time: 1712.16 ms
[2021-10-02 15:14:03 main:581] : INFO : Epoch 1799 | loss: 0.0311628 | val_loss: 0.0311743 | Time: 1720.11 ms
[2021-10-02 15:14:04 main:581] : INFO : Epoch 1800 | loss: 0.0311611 | val_loss: 0.0311752 | Time: 1717.63 ms
[2021-10-02 15:14:06 main:581] : INFO : Epoch 1801 | loss: 0.0311604 | val_loss: 0.0311725 | Time: 1709.92 ms
[2021-10-02 15:14:08 main:581] : INFO : Epoch 1802 | loss: 0.031162 | val_loss: 0.0311736 | Time: 1723.88 ms
[2021-10-02 15:14:09 main:581] : INFO : Epoch 1803 | loss: 0.0311696 | val_loss: 0.0311808 | Time: 1722.39 ms
[2021-10-02 15:14:11 main:581] : INFO : Epoch 1804 | loss: 0.0311684 | val_loss: 0.0311744 | Time: 1714.24 ms
[2021-10-02 15:14:13 main:581] : INFO : Epoch 1805 | loss: 0.0311666 | val_loss: 0.0311746 | Time: 1701.4 ms
[2021-10-02 15:14:15 main:581] : INFO : Epoch 1806 | loss: 0.0311674 | val_loss: 0.03118 | Time: 1717.26 ms
[2021-10-02 15:14:16 main:581] : INFO : Epoch 1807 | loss: 0.0311687 | val_loss: 0.0311784 | Time: 1715.11 ms
[2021-10-02 15:14:18 main:581] : INFO : Epoch 1808 | loss: 0.0311758 | val_loss: 0.0311846 | Time: 1716.74 ms
[2021-10-02 15:14:20 main:581] : INFO : Epoch 1809 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 1716.41 ms
[2021-10-02 15:14:21 main:581] : INFO : Epoch 1810 | loss: 0.0311786 | val_loss: 0.0311817 | Time: 1718.72 ms
[2021-10-02 15:14:23 main:581] : INFO : Epoch 1811 | loss: 0.0311813 | val_loss: 0.0311835 | Time: 1716.14 ms
[2021-10-02 15:14:25 main:581] : INFO : Epoch 1812 | loss: 0.0311799 | val_loss: 0.0311801 | Time: 1709.46 ms
[2021-10-02 15:14:27 main:581] : INFO : Epoch 1813 | loss: 0.0311784 | val_loss: 0.0311785 | Time: 1703.25 ms
[2021-10-02 15:14:28 main:581] : INFO : Epoch 1814 | loss: 0.0311763 | val_loss: 0.0311795 | Time: 1728.81 ms
[2021-10-02 15:14:30 main:581] : INFO : Epoch 1815 | loss: 0.0311759 | val_loss: 0.0311787 | Time: 1725.46 ms
[2021-10-02 15:14:32 main:581] : INFO : Epoch 1816 | loss: 0.0311754 | val_loss: 0.0311773 | Time: 1710.35 ms
[2021-10-02 15:14:33 main:581] : INFO : Epoch 1817 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 1727.8 ms
[2021-10-02 15:14:35 main:581] : INFO : Epoch 1818 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 1704.68 ms
[2021-10-02 15:14:37 main:581] : INFO : Epoch 1819 | loss: 0.031174 | val_loss: 0.0311786 | Time: 1696.35 ms
[2021-10-02 15:14:39 main:581] : INFO : Epoch 1820 | loss: 0.0311734 | val_loss: 0.031178 | Time: 1703.68 ms
[2021-10-02 15:14:40 main:581] : INFO : Epoch 1821 | loss: 0.0311723 | val_loss: 0.031177 | Time: 1723.33 ms
[2021-10-02 15:14:42 main:581] : INFO : Epoch 1822 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 1694.08 ms
[2021-10-02 15:14:44 main:581] : INFO : Epoch 1823 | loss: 0.031171 | val_loss: 0.0311739 | Time: 1708.14 ms
[2021-10-02 15:14:45 main:581] : INFO : Epoch 1824 | loss: 0.0311704 | val_loss: 0.0311741 | Time: 1723.76 ms
[2021-10-02 15:14:47 main:581] : INFO : Epoch 1825 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 1728.21 ms
[2021-10-02 15:14:49 main:581] : INFO : Epoch 1826 | loss: 0.0311713 | val_loss: 0.0311749 | Time: 1697.35 ms
[2021-10-02 15:14:51 main:581] : INFO : Epoch 1827 | loss: 0.0311708 | val_loss: 0.0311762 | Time: 1719.23 ms
[2021-10-02 15:14:52 main:581] : INFO : Epoch 1828 | loss: 0.0311719 | val_loss: 0.031177 | Time: 1672.34 ms
[2021-10-02 15:14:54 main:581] : INFO : Epoch 1829 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 1713.9 ms
[2021-10-02 15:14:56 main:581] : INFO : Epoch 1830 | loss: 0.031171 | val_loss: 0.0311755 | Time: 1721.16 ms
[2021-10-02 15:14:57 main:581] : INFO : Epoch 1831 | loss: 0.0311726 | val_loss: 0.031178 | Time: 1691.18 ms
[2021-10-02 15:14:59 main:581] : INFO : Epoch 1832 | loss: 0.0311736 | val_loss: 0.031177 | Time: 1723.53 ms
[2021-10-02 15:15:01 main:581] : INFO : Epoch 1833 | loss: 0.0311712 | val_loss: 0.0311763 | Time: 1720.29 ms
[2021-10-02 15:15:03 main:581] : INFO : Epoch 1834 | loss: 0.0311696 | val_loss: 0.0311754 | Time: 1665.3 ms
[2021-10-02 15:15:04 main:581] : INFO : Epoch 1835 | loss: 0.0311693 | val_loss: 0.0311746 | Time: 1690.88 ms
[2021-10-02 15:15:06 main:581] : INFO : Epoch 1836 | loss: 0.0311693 | val_loss: 0.0311773 | Time: 1726.73 ms
[2021-10-02 15:15:08 main:581] : INFO : Epoch 1837 | loss: 0.0311708 | val_loss: 0.0311761 | Time: 1695.26 ms
[2021-10-02 15:15:09 main:581] : INFO : Epoch 1838 | loss: 0.0311693 | val_loss: 0.0311754 | Time: 1733.89 ms
[2021-10-02 15:15:11 main:581] : INFO : Epoch 1839 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 1733.63 ms
[2021-10-02 15:15:13 main:581] : INFO : Epoch 1840 | loss: 0.0311712 | val_loss: 0.0311746 | Time: 1695.49 ms
[2021-10-02 15:15:15 main:581] : INFO : Epoch 1841 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 1739.65 ms
[2021-10-02 15:15:16 main:581] : INFO : Epoch 1842 | loss: 0.03117 | val_loss: 0.0311734 | Time: 1719.62 ms
[2021-10-02 15:15:18 main:581] : INFO : Epoch 1843 | loss: 0.0311712 | val_loss: 0.0311748 | Time: 1686.25 ms
[2021-10-02 15:15:20 main:581] : INFO : Epoch 1844 | loss: 0.0311733 | val_loss: 0.0311755 | Time: 1714.16 ms
[2021-10-02 15:15:21 main:581] : INFO : Epoch 1845 | loss: 0.031172 | val_loss: 0.0311734 | Time: 1725.83 ms
[2021-10-02 15:15:23 main:581] : INFO : Epoch 1846 | loss: 0.0311712 | val_loss: 0.0311739 | Time: 1717.85 ms
[2021-10-02 15:15:25 main:581] : INFO : Epoch 1847 | loss: 0.0311699 | val_loss: 0.0311734 | Time: 1720.79 ms
[2021-10-02 15:15:27 main:581] : INFO : Epoch 1848 | loss: 0.0311706 | val_loss: 0.0311743 | Time: 1721.38 ms
[2021-10-02 15:15:28 main:581] : INFO : Epoch 1849 | loss: 0.0311723 | val_loss: 0.0311741 | Time: 1713.21 ms
[2021-10-02 15:15:30 main:581] : INFO : Epoch 1850 | loss: 0.0311715 | val_loss: 0.0311721 | Time: 1701.67 ms
[2021-10-02 15:15:32 main:581] : INFO : Epoch 1851 | loss: 0.0311706 | val_loss: 0.0311745 | Time: 1709.58 ms
[2021-10-02 15:15:33 main:581] : INFO : Epoch 1852 | loss: 0.0311711 | val_loss: 0.031174 | Time: 1720.05 ms
[2021-10-02 15:15:35 main:581] : INFO : Epoch 1853 | loss: 0.0311713 | val_loss: 0.0311779 | Time: 1718.24 ms
[2021-10-02 15:15:37 main:581] : INFO : Epoch 1854 | loss: 0.0311724 | val_loss: 0.0311747 | Time: 1694.87 ms
[2021-10-02 15:15:39 main:581] : INFO : Epoch 1855 | loss: 0.0311711 | val_loss: 0.0311739 | Time: 1709.66 ms
[2021-10-02 15:15:40 main:581] : INFO : Epoch 1856 | loss: 0.0311711 | val_loss: 0.0311725 | Time: 1722.05 ms
[2021-10-02 15:15:42 main:581] : INFO : Epoch 1857 | loss: 0.0311689 | val_loss: 0.0311728 | Time: 1721.04 ms
[2021-10-02 15:15:44 main:581] : INFO : Epoch 1858 | loss: 0.0311687 | val_loss: 0.0311733 | Time: 1691.55 ms
[2021-10-02 15:15:45 main:581] : INFO : Epoch 1859 | loss: 0.0311681 | val_loss: 0.0311732 | Time: 1712.24 ms
[2021-10-02 15:15:47 main:581] : INFO : Epoch 1860 | loss: 0.0311684 | val_loss: 0.0311736 | Time: 1727.11 ms
[2021-10-02 15:15:49 main:581] : INFO : Epoch 1861 | loss: 0.0311684 | val_loss: 0.0311734 | Time: 1723.01 ms
[2021-10-02 15:15:51 main:581] : INFO : Epoch 1862 | loss: 0.0311681 | val_loss: 0.0311747 | Time: 1732.54 ms
[2021-10-02 15:15:52 main:581] : INFO : Epoch 1863 | loss: 0.0311674 | val_loss: 0.0311747 | Time: 1716.08 ms
[2021-10-02 15:15:54 main:581] : INFO : Epoch 1864 | loss: 0.0311672 | val_loss: 0.0311734 | Time: 1701.25 ms
[2021-10-02 15:15:56 main:581] : INFO : Epoch 1865 | loss: 0.0311661 | val_loss: 0.031174 | Time: 1715.17 ms
[2021-10-02 15:15:57 main:581] : INFO : Epoch 1866 | loss: 0.0311667 | val_loss: 0.0311764 | Time: 1712.93 ms
[2021-10-02 15:15:59 main:581] : INFO : Epoch 1867 | loss: 0.0311679 | val_loss: 0.0311751 | Time: 1691.34 ms
[2021-10-02 15:16:01 main:581] : INFO : Epoch 1868 | loss: 0.0311684 | val_loss: 0.0311754 | Time: 1733.83 ms
[2021-10-02 15:16:03 main:581] : INFO : Epoch 1869 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 1716.69 ms
[2021-10-02 15:16:04 main:581] : INFO : Epoch 1870 | loss: 0.0311683 | val_loss: 0.031175 | Time: 1731.53 ms
[2021-10-02 15:16:06 main:581] : INFO : Epoch 1871 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 1689.59 ms
[2021-10-02 15:16:08 main:581] : INFO : Epoch 1872 | loss: 0.03117 | val_loss: 0.031177 | Time: 1712.47 ms
[2021-10-02 15:16:09 main:581] : INFO : Epoch 1873 | loss: 0.0311679 | val_loss: 0.0311759 | Time: 1702.38 ms
[2021-10-02 15:16:11 main:581] : INFO : Epoch 1874 | loss: 0.031168 | val_loss: 0.0311757 | Time: 1721.12 ms
[2021-10-02 15:16:13 main:581] : INFO : Epoch 1875 | loss: 0.0311676 | val_loss: 0.0311808 | Time: 1693.28 ms
[2021-10-02 15:16:14 main:581] : INFO : Epoch 1876 | loss: 0.0311683 | val_loss: 0.0311772 | Time: 1723.57 ms
[2021-10-02 15:16:16 main:581] : INFO : Epoch 1877 | loss: 0.0311672 | val_loss: 0.0311777 | Time: 1716.41 ms
[2021-10-02 15:16:18 main:581] : INFO : Epoch 1878 | loss: 0.0311662 | val_loss: 0.0311777 | Time: 1699.33 ms
[2021-10-02 15:16:20 main:581] : INFO : Epoch 1879 | loss: 0.0311662 | val_loss: 0.031175 | Time: 1706.63 ms
[2021-10-02 15:16:21 main:581] : INFO : Epoch 1880 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 1726.36 ms
[2021-10-02 15:16:23 main:581] : INFO : Epoch 1881 | loss: 0.0311645 | val_loss: 0.0311741 | Time: 1698.49 ms
[2021-10-02 15:16:25 main:581] : INFO : Epoch 1882 | loss: 0.0311664 | val_loss: 0.0311781 | Time: 1705.53 ms
[2021-10-02 15:16:26 main:581] : INFO : Epoch 1883 | loss: 0.0311661 | val_loss: 0.0311755 | Time: 1721.75 ms
[2021-10-02 15:16:28 main:581] : INFO : Epoch 1884 | loss: 0.0311646 | val_loss: 0.0311771 | Time: 1703.66 ms
[2021-10-02 15:16:30 main:581] : INFO : Epoch 1885 | loss: 0.0311672 | val_loss: 0.0311787 | Time: 1699.94 ms
[2021-10-02 15:16:32 main:581] : INFO : Epoch 1886 | loss: 0.0311675 | val_loss: 0.0311749 | Time: 1699.15 ms
[2021-10-02 15:16:33 main:581] : INFO : Epoch 1887 | loss: 0.0311647 | val_loss: 0.0311757 | Time: 1716.38 ms
[2021-10-02 15:16:35 main:581] : INFO : Epoch 1888 | loss: 0.0311651 | val_loss: 0.0311779 | Time: 1718.88 ms
[2021-10-02 15:16:37 main:581] : INFO : Epoch 1889 | loss: 0.0311686 | val_loss: 0.0311756 | Time: 1717.32 ms
[2021-10-02 15:16:38 main:581] : INFO : Epoch 1890 | loss: 0.0311679 | val_loss: 0.0311796 | Time: 1703.68 ms
[2021-10-02 15:16:40 main:581] : INFO : Epoch 1891 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 1717.46 ms
[2021-10-02 15:16:42 main:581] : INFO : Epoch 1892 | loss: 0.0311678 | val_loss: 0.0311747 | Time: 1692.81 ms
[2021-10-02 15:16:44 main:581] : INFO : Epoch 1893 | loss: 0.0311651 | val_loss: 0.0311754 | Time: 1730.51 ms
[2021-10-02 15:16:45 main:581] : INFO : Epoch 1894 | loss: 0.0311648 | val_loss: 0.031174 | Time: 1718.76 ms
[2021-10-02 15:16:47 main:581] : INFO : Epoch 1895 | loss: 0.0311647 | val_loss: 0.0311742 | Time: 1675.14 ms
[2021-10-02 15:16:49 main:581] : INFO : Epoch 1896 | loss: 0.0311638 | val_loss: 0.031174 | Time: 1705.69 ms
[2021-10-02 15:16:50 main:581] : INFO : Epoch 1897 | loss: 0.0311642 | val_loss: 0.0311751 | Time: 1722.55 ms
[2021-10-02 15:16:52 main:581] : INFO : Epoch 1898 | loss: 0.0311647 | val_loss: 0.031175 | Time: 1717.77 ms
[2021-10-02 15:16:54 main:581] : INFO : Epoch 1899 | loss: 0.0311654 | val_loss: 0.0311759 | Time: 1700.38 ms
[2021-10-02 15:16:56 main:581] : INFO : Epoch 1900 | loss: 0.0311657 | val_loss: 0.0311782 | Time: 1724.54 ms
[2021-10-02 15:16:57 main:581] : INFO : Epoch 1901 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 1724.03 ms
[2021-10-02 15:16:59 main:581] : INFO : Epoch 1902 | loss: 0.031164 | val_loss: 0.0311736 | Time: 1727.07 ms
[2021-10-02 15:17:01 main:581] : INFO : Epoch 1903 | loss: 0.0311639 | val_loss: 0.0311755 | Time: 1730.57 ms
[2021-10-02 15:17:02 main:581] : INFO : Epoch 1904 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 1709.91 ms
[2021-10-02 15:17:04 main:581] : INFO : Epoch 1905 | loss: 0.0311682 | val_loss: 0.0311764 | Time: 1730.53 ms
[2021-10-02 15:17:06 main:581] : INFO : Epoch 1906 | loss: 0.0311678 | val_loss: 0.0311741 | Time: 1695.34 ms
[2021-10-02 15:17:08 main:581] : INFO : Epoch 1907 | loss: 0.0311667 | val_loss: 0.0311758 | Time: 1721.82 ms
[2021-10-02 15:17:09 main:581] : INFO : Epoch 1908 | loss: 0.0311649 | val_loss: 0.0311742 | Time: 1718.68 ms
[2021-10-02 15:17:11 main:581] : INFO : Epoch 1909 | loss: 0.0311668 | val_loss: 0.0311748 | Time: 1698.62 ms
[2021-10-02 15:17:13 main:581] : INFO : Epoch 1910 | loss: 0.0311661 | val_loss: 0.0311781 | Time: 1720.17 ms
[2021-10-02 15:17:14 main:581] : INFO : Epoch 1911 | loss: 0.0311657 | val_loss: 0.0311766 | Time: 1698.43 ms
[2021-10-02 15:17:16 main:581] : INFO : Epoch 1912 | loss: 0.031166 | val_loss: 0.031176 | Time: 1708.2 ms
[2021-10-02 15:17:18 main:581] : INFO : Epoch 1913 | loss: 0.0311662 | val_loss: 0.0311747 | Time: 1694.65 ms
[2021-10-02 15:17:20 main:581] : INFO : Epoch 1914 | loss: 0.031165 | val_loss: 0.0311743 | Time: 1722.34 ms
[2021-10-02 15:17:21 main:581] : INFO : Epoch 1915 | loss: 0.0311648 | val_loss: 0.0311781 | Time: 1727.06 ms
[2021-10-02 15:17:23 main:581] : INFO : Epoch 1916 | loss: 0.0311665 | val_loss: 0.0311787 | Time: 1711.1 ms
[2021-10-02 15:17:25 main:581] : INFO : Epoch 1917 | loss: 0.031177 | val_loss: 0.0311804 | Time: 1701.45 ms
[2021-10-02 15:17:26 main:581] : INFO : Epoch 1918 | loss: 0.0311767 | val_loss: 0.031178 | Time: 1700.31 ms
[2021-10-02 15:17:28 main:581] : INFO : Epoch 1919 | loss: 0.0311751 | val_loss: 0.0311779 | Time: 1716.29 ms
[2021-10-02 15:17:30 main:581] : INFO : Epoch 1920 | loss: 0.031173 | val_loss: 0.0311758 | Time: 1697.44 ms
[2021-10-02 15:17:32 main:581] : INFO : Epoch 1921 | loss: 0.0311706 | val_loss: 0.0311755 | Time: 1729.43 ms
[2021-10-02 15:17:33 main:581] : INFO : Epoch 1922 | loss: 0.03117 | val_loss: 0.0311764 | Time: 1714.91 ms
[2021-10-02 15:17:35 main:581] : INFO : Epoch 1923 | loss: 0.0311695 | val_loss: 0.0311765 | Time: 1717.3 ms
[2021-10-02 15:17:37 main:581] : INFO : Epoch 1924 | loss: 0.0311713 | val_loss: 0.0311772 | Time: 1723.17 ms
[2021-10-02 15:17:38 main:581] : INFO : Epoch 1925 | loss: 0.0311714 | val_loss: 0.0311744 | Time: 1699.11 ms
[2021-10-02 15:17:40 main:581] : INFO : Epoch 1926 | loss: 0.031171 | val_loss: 0.0311734 | Time: 1701.77 ms
[2021-10-02 15:17:42 main:581] : INFO : Epoch 1927 | loss: 0.0311698 | val_loss: 0.0311761 | Time: 1733.42 ms
[2021-10-02 15:17:44 main:581] : INFO : Epoch 1928 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 1721.87 ms
[2021-10-02 15:17:45 main:581] : INFO : Epoch 1929 | loss: 0.0311688 | val_loss: 0.0311743 | Time: 1721.65 ms
[2021-10-02 15:17:47 main:581] : INFO : Epoch 1930 | loss: 0.0311679 | val_loss: 0.0311768 | Time: 1700.5 ms
[2021-10-02 15:17:49 main:581] : INFO : Epoch 1931 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 1687.85 ms
[2021-10-02 15:17:50 main:581] : INFO : Epoch 1932 | loss: 0.0311669 | val_loss: 0.0311749 | Time: 1722.99 ms
[2021-10-02 15:17:52 main:581] : INFO : Epoch 1933 | loss: 0.031167 | val_loss: 0.0311727 | Time: 1738.12 ms
[2021-10-02 15:17:54 main:581] : INFO : Epoch 1934 | loss: 0.0311658 | val_loss: 0.0311724 | Time: 1710.35 ms
[2021-10-02 15:17:56 main:581] : INFO : Epoch 1935 | loss: 0.0311668 | val_loss: 0.0311723 | Time: 1703.38 ms
[2021-10-02 15:17:57 main:581] : INFO : Epoch 1936 | loss: 0.0311677 | val_loss: 0.0311759 | Time: 1724.79 ms
[2021-10-02 15:17:59 main:581] : INFO : Epoch 1937 | loss: 0.0311687 | val_loss: 0.031175 | Time: 1679.81 ms
[2021-10-02 15:18:01 main:581] : INFO : Epoch 1938 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 1689.17 ms
[2021-10-02 15:18:02 main:581] : INFO : Epoch 1939 | loss: 0.0311801 | val_loss: 0.031197 | Time: 1686.13 ms
[2021-10-02 15:18:04 main:581] : INFO : Epoch 1940 | loss: 0.0320562 | val_loss: 0.0315068 | Time: 1700.57 ms
[2021-10-02 15:18:06 main:581] : INFO : Epoch 1941 | loss: 0.0436104 | val_loss: 0.0334634 | Time: 1715.96 ms
[2021-10-02 15:18:07 main:581] : INFO : Epoch 1942 | loss: 0.0349438 | val_loss: 0.0316554 | Time: 1715.02 ms
[2021-10-02 15:18:09 main:581] : INFO : Epoch 1943 | loss: 0.0317513 | val_loss: 0.0314083 | Time: 1698.69 ms
[2021-10-02 15:18:11 main:581] : INFO : Epoch 1944 | loss: 0.0312632 | val_loss: 0.031234 | Time: 1717.49 ms
[2021-10-02 15:18:13 main:581] : INFO : Epoch 1945 | loss: 0.0312083 | val_loss: 0.0311955 | Time: 1725.31 ms
[2021-10-02 15:18:14 main:581] : INFO : Epoch 1946 | loss: 0.0311964 | val_loss: 0.0311926 | Time: 1703.83 ms
[2021-10-02 15:18:16 main:581] : INFO : Epoch 1947 | loss: 0.0311938 | val_loss: 0.0311928 | Time: 1730.07 ms
[2021-10-02 15:18:18 main:581] : INFO : Epoch 1948 | loss: 0.0311919 | val_loss: 0.031192 | Time: 1723.54 ms
[2021-10-02 15:18:19 main:581] : INFO : Epoch 1949 | loss: 0.0311911 | val_loss: 0.0311909 | Time: 1705.15 ms
[2021-10-02 15:18:21 main:581] : INFO : Epoch 1950 | loss: 0.0311902 | val_loss: 0.0311904 | Time: 1715.22 ms
[2021-10-02 15:18:23 main:581] : INFO : Epoch 1951 | loss: 0.0311898 | val_loss: 0.0311906 | Time: 1683.53 ms
[2021-10-02 15:18:25 main:581] : INFO : Epoch 1952 | loss: 0.0311898 | val_loss: 0.0311902 | Time: 1695.41 ms
[2021-10-02 15:18:26 main:581] : INFO : Epoch 1953 | loss: 0.0311892 | val_loss: 0.03119 | Time: 1714.7 ms
[2021-10-02 15:18:28 main:581] : INFO : Epoch 1954 | loss: 0.031189 | val_loss: 0.0311896 | Time: 1700.76 ms
[2021-10-02 15:18:30 main:581] : INFO : Epoch 1955 | loss: 0.031189 | val_loss: 0.0311898 | Time: 1698.45 ms
[2021-10-02 15:18:31 main:581] : INFO : Epoch 1956 | loss: 0.0311889 | val_loss: 0.0311887 | Time: 1734.86 ms
[2021-10-02 15:18:33 main:581] : INFO : Epoch 1957 | loss: 0.0311886 | val_loss: 0.0311885 | Time: 1672 ms
[2021-10-02 15:18:35 main:581] : INFO : Epoch 1958 | loss: 0.0311882 | val_loss: 0.0311882 | Time: 1704.52 ms
[2021-10-02 15:18:37 main:581] : INFO : Epoch 1959 | loss: 0.031188 | val_loss: 0.0311882 | Time: 1723.27 ms
[2021-10-02 15:18:38 main:581] : INFO : Epoch 1960 | loss: 0.0311876 | val_loss: 0.0311881 | Time: 1722.69 ms
[2021-10-02 15:18:40 main:581] : INFO : Epoch 1961 | loss: 0.0311873 | val_loss: 0.0311876 | Time: 1687.33 ms
[2021-10-02 15:18:42 main:581] : INFO : Epoch 1962 | loss: 0.0311868 | val_loss: 0.0311879 | Time: 1714.3 ms
[2021-10-02 15:18:43 main:581] : INFO : Epoch 1963 | loss: 0.0311884 | val_loss: 0.0311879 | Time: 1664.79 ms
[2021-10-02 15:18:45 main:581] : INFO : Epoch 1964 | loss: 0.0311887 | val_loss: 0.0311881 | Time: 1680.82 ms
[2021-10-02 15:18:47 main:581] : INFO : Epoch 1965 | loss: 0.0311886 | val_loss: 0.0311885 | Time: 1679.72 ms
[2021-10-02 15:18:48 main:581] : INFO : Epoch 1966 | loss: 0.0311885 | val_loss: 0.0311878 | Time: 1700.64 ms
[2021-10-02 15:18:50 main:581] : INFO : Epoch 1967 | loss: 0.0311877 | val_loss: 0.0311879 | Time: 1695.18 ms
[2021-10-02 15:18:52 main:581] : INFO : Epoch 1968 | loss: 0.0311873 | val_loss: 0.0311881 | Time: 1703.43 ms
[2021-10-02 15:18:53 main:581] : INFO : Epoch 1969 | loss: 0.0311873 | val_loss: 0.0311879 | Time: 1711.09 ms
[2021-10-02 15:18:55 main:581] : INFO : Epoch 1970 | loss: 0.031187 | val_loss: 0.0311883 | Time: 1712.06 ms
[2021-10-02 15:18:57 main:581] : INFO : Epoch 1971 | loss: 0.0311869 | val_loss: 0.0311878 | Time: 1689.7 ms
[2021-10-02 15:18:59 main:581] : INFO : Epoch 1972 | loss: 0.0311867 | val_loss: 0.0311877 | Time: 1696.78 ms
[2021-10-02 15:19:00 main:581] : INFO : Epoch 1973 | loss: 0.0311868 | val_loss: 0.0311873 | Time: 1717.66 ms
[2021-10-02 15:19:02 main:581] : INFO : Epoch 1974 | loss: 0.0311873 | val_loss: 0.0311871 | Time: 1719.25 ms
[2021-10-02 15:19:04 main:581] : INFO : Epoch 1975 | loss: 0.0311865 | val_loss: 0.0311875 | Time: 1680.99 ms
[2021-10-02 15:19:05 main:581] : INFO : Epoch 1976 | loss: 0.0311856 | val_loss: 0.0311867 | Time: 1708.42 ms
[2021-10-02 15:19:07 main:581] : INFO : Epoch 1977 | loss: 0.031185 | val_loss: 0.0311864 | Time: 1704.9 ms
[2021-10-02 15:19:09 main:581] : INFO : Epoch 1978 | loss: 0.0311846 | val_loss: 0.0311872 | Time: 1688.89 ms
[2021-10-02 15:19:11 main:581] : INFO : Epoch 1979 | loss: 0.0311842 | val_loss: 0.0311867 | Time: 1715.86 ms
[2021-10-02 15:19:12 main:581] : INFO : Epoch 1980 | loss: 0.031184 | val_loss: 0.0311881 | Time: 1715.68 ms
[2021-10-02 15:19:14 main:581] : INFO : Epoch 1981 | loss: 0.0311839 | val_loss: 0.0311879 | Time: 1746.05 ms
[2021-10-02 15:19:16 main:581] : INFO : Epoch 1982 | loss: 0.0311837 | val_loss: 0.0311873 | Time: 1707.55 ms
[2021-10-02 15:19:17 main:581] : INFO : Epoch 1983 | loss: 0.0311831 | val_loss: 0.0311871 | Time: 1712.9 ms
[2021-10-02 15:19:19 main:581] : INFO : Epoch 1984 | loss: 0.0311828 | val_loss: 0.0311869 | Time: 1727.1 ms
[2021-10-02 15:19:21 main:581] : INFO : Epoch 1985 | loss: 0.031183 | val_loss: 0.0311873 | Time: 1705.89 ms
[2021-10-02 15:19:23 main:581] : INFO : Epoch 1986 | loss: 0.0311831 | val_loss: 0.0311864 | Time: 1700.48 ms
[2021-10-02 15:19:24 main:581] : INFO : Epoch 1987 | loss: 0.0311829 | val_loss: 0.0311861 | Time: 1710.94 ms
[2021-10-02 15:19:26 main:581] : INFO : Epoch 1988 | loss: 0.0311824 | val_loss: 0.031186 | Time: 1708.82 ms
[2021-10-02 15:19:28 main:581] : INFO : Epoch 1989 | loss: 0.0311821 | val_loss: 0.0311858 | Time: 1684.44 ms
[2021-10-02 15:19:29 main:581] : INFO : Epoch 1990 | loss: 0.0311815 | val_loss: 0.0311855 | Time: 1703.18 ms
[2021-10-02 15:19:31 main:581] : INFO : Epoch 1991 | loss: 0.0311813 | val_loss: 0.0311852 | Time: 1724.36 ms
[2021-10-02 15:19:33 main:581] : INFO : Epoch 1992 | loss: 0.031181 | val_loss: 0.0311854 | Time: 1706.52 ms
[2021-10-02 15:19:34 main:581] : INFO : Epoch 1993 | loss: 0.0311813 | val_loss: 0.0311848 | Time: 1684.95 ms
[2021-10-02 15:19:36 main:581] : INFO : Epoch 1994 | loss: 0.031181 | val_loss: 0.0311846 | Time: 1695.4 ms
[2021-10-02 15:19:38 main:581] : INFO : Epoch 1995 | loss: 0.0311807 | val_loss: 0.031186 | Time: 1707.93 ms
[2021-10-02 15:19:40 main:581] : INFO : Epoch 1996 | loss: 0.031181 | val_loss: 0.0311855 | Time: 1738.87 ms
[2021-10-02 15:19:41 main:581] : INFO : Epoch 1997 | loss: 0.0311809 | val_loss: 0.0311844 | Time: 1725.56 ms
[2021-10-02 15:19:43 main:581] : INFO : Epoch 1998 | loss: 0.0311806 | val_loss: 0.0311852 | Time: 1732.06 ms
[2021-10-02 15:19:45 main:581] : INFO : Epoch 1999 | loss: 0.0311833 | val_loss: 0.0311848 | Time: 1689.38 ms
[2021-10-02 15:19:46 main:581] : INFO : Epoch 2000 | loss: 0.0311837 | val_loss: 0.0311842 | Time: 1697.3 ms
[2021-10-02 15:19:48 main:581] : INFO : Epoch 2001 | loss: 0.0311829 | val_loss: 0.0311836 | Time: 1724.97 ms
[2021-10-02 15:19:50 main:581] : INFO : Epoch 2002 | loss: 0.0311824 | val_loss: 0.0311841 | Time: 1672.24 ms
[2021-10-02 15:19:52 main:581] : INFO : Epoch 2003 | loss: 0.0311823 | val_loss: 0.031185 | Time: 1705.26 ms
[2021-10-02 15:19:53 main:581] : INFO : Epoch 2004 | loss: 0.0311822 | val_loss: 0.031184 | Time: 1725.25 ms
[2021-10-02 15:19:55 main:581] : INFO : Epoch 2005 | loss: 0.0311811 | val_loss: 0.0311835 | Time: 1701.64 ms
[2021-10-02 15:19:57 main:581] : INFO : Epoch 2006 | loss: 0.0311809 | val_loss: 0.0311836 | Time: 1715.32 ms
[2021-10-02 15:19:58 main:581] : INFO : Epoch 2007 | loss: 0.031182 | val_loss: 0.0311846 | Time: 1726.15 ms
[2021-10-02 15:20:00 main:581] : INFO : Epoch 2008 | loss: 0.0311818 | val_loss: 0.0311839 | Time: 1722.81 ms
[2021-10-02 15:20:02 main:581] : INFO : Epoch 2009 | loss: 0.0311817 | val_loss: 0.0311826 | Time: 1715.6 ms
[2021-10-02 15:20:04 main:581] : INFO : Epoch 2010 | loss: 0.0311812 | val_loss: 0.0311819 | Time: 1697.57 ms
[2021-10-02 15:20:05 main:581] : INFO : Epoch 2011 | loss: 0.0311811 | val_loss: 0.0311819 | Time: 1705.75 ms
[2021-10-02 15:20:07 main:581] : INFO : Epoch 2012 | loss: 0.0311807 | val_loss: 0.0311825 | Time: 1711.13 ms
[2021-10-02 15:20:09 main:581] : INFO : Epoch 2013 | loss: 0.0311809 | val_loss: 0.0311823 | Time: 1711.52 ms
[2021-10-02 15:20:10 main:581] : INFO : Epoch 2014 | loss: 0.0311812 | val_loss: 0.0311823 | Time: 1710.05 ms
[2021-10-02 15:20:12 main:581] : INFO : Epoch 2015 | loss: 0.0311801 | val_loss: 0.0311827 | Time: 1710.02 ms
[2021-10-02 15:20:14 main:581] : INFO : Epoch 2016 | loss: 0.03118 | val_loss: 0.0311819 | Time: 1724.76 ms
[2021-10-02 15:20:16 main:581] : INFO : Epoch 2017 | loss: 0.0311803 | val_loss: 0.031182 | Time: 1704.7 ms
[2021-10-02 15:20:17 main:581] : INFO : Epoch 2018 | loss: 0.0311809 | val_loss: 0.0311825 | Time: 1714.07 ms
[2021-10-02 15:20:19 main:581] : INFO : Epoch 2019 | loss: 0.0311812 | val_loss: 0.0311827 | Time: 1704.75 ms
[2021-10-02 15:20:21 main:581] : INFO : Epoch 2020 | loss: 0.0311805 | val_loss: 0.0311816 | Time: 1721.18 ms
[2021-10-02 15:20:22 main:581] : INFO : Epoch 2021 | loss: 0.0311805 | val_loss: 0.0311824 | Time: 1721.73 ms
[2021-10-02 15:20:24 main:581] : INFO : Epoch 2022 | loss: 0.0311807 | val_loss: 0.0311818 | Time: 1696.12 ms
[2021-10-02 15:20:26 main:581] : INFO : Epoch 2023 | loss: 0.0311804 | val_loss: 0.0311821 | Time: 1719.08 ms
[2021-10-02 15:20:27 main:581] : INFO : Epoch 2024 | loss: 0.0311807 | val_loss: 0.0311815 | Time: 1678.64 ms
[2021-10-02 15:20:29 main:581] : INFO : Epoch 2025 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 1679.34 ms
[2021-10-02 15:20:31 main:581] : INFO : Epoch 2026 | loss: 0.0311807 | val_loss: 0.0311816 | Time: 1689.55 ms
[2021-10-02 15:20:33 main:581] : INFO : Epoch 2027 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 1719.95 ms
[2021-10-02 15:20:34 main:581] : INFO : Epoch 2028 | loss: 0.0311795 | val_loss: 0.0311823 | Time: 1698.26 ms
[2021-10-02 15:20:36 main:581] : INFO : Epoch 2029 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 1716.6 ms
[2021-10-02 15:20:38 main:581] : INFO : Epoch 2030 | loss: 0.0311806 | val_loss: 0.0311836 | Time: 1719.61 ms
[2021-10-02 15:20:39 main:581] : INFO : Epoch 2031 | loss: 0.0311803 | val_loss: 0.0311801 | Time: 1719.71 ms
[2021-10-02 15:20:41 main:581] : INFO : Epoch 2032 | loss: 0.0311798 | val_loss: 0.0311814 | Time: 1711.8 ms
[2021-10-02 15:20:43 main:581] : INFO : Epoch 2033 | loss: 0.0311793 | val_loss: 0.0311813 | Time: 1708.57 ms
[2021-10-02 15:20:45 main:581] : INFO : Epoch 2034 | loss: 0.0311789 | val_loss: 0.0311807 | Time: 1707.82 ms
[2021-10-02 15:20:46 main:581] : INFO : Epoch 2035 | loss: 0.0311787 | val_loss: 0.0311828 | Time: 1731.18 ms
[2021-10-02 15:20:48 main:581] : INFO : Epoch 2036 | loss: 0.0311791 | val_loss: 0.0311799 | Time: 1709.02 ms
[2021-10-02 15:20:50 main:581] : INFO : Epoch 2037 | loss: 0.0311795 | val_loss: 0.0311803 | Time: 1730.06 ms
[2021-10-02 15:20:51 main:581] : INFO : Epoch 2038 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 1736.35 ms
[2021-10-02 15:20:53 main:581] : INFO : Epoch 2039 | loss: 0.0311992 | val_loss: 0.03121 | Time: 1726.46 ms
[2021-10-02 15:20:55 main:581] : INFO : Epoch 2040 | loss: 0.0312001 | val_loss: 0.0311991 | Time: 1697.82 ms
[2021-10-02 15:20:57 main:581] : INFO : Epoch 2041 | loss: 0.0311898 | val_loss: 0.0311894 | Time: 1704.82 ms
[2021-10-02 15:20:58 main:581] : INFO : Epoch 2042 | loss: 0.0311858 | val_loss: 0.0311865 | Time: 1705.67 ms
[2021-10-02 15:21:00 main:581] : INFO : Epoch 2043 | loss: 0.0311828 | val_loss: 0.031184 | Time: 1702.74 ms
[2021-10-02 15:21:02 main:581] : INFO : Epoch 2044 | loss: 0.0311814 | val_loss: 0.0311817 | Time: 1724.33 ms
[2021-10-02 15:21:03 main:581] : INFO : Epoch 2045 | loss: 0.0311796 | val_loss: 0.0311814 | Time: 1725.94 ms
[2021-10-02 15:21:05 main:581] : INFO : Epoch 2046 | loss: 0.0311795 | val_loss: 0.0311802 | Time: 1710.27 ms
[2021-10-02 15:21:07 main:581] : INFO : Epoch 2047 | loss: 0.0311802 | val_loss: 0.0311804 | Time: 1714.04 ms
[2021-10-02 15:21:09 main:581] : INFO : Epoch 2048 | loss: 0.0311803 | val_loss: 0.0311799 | Time: 1749.08 ms
[2021-10-02 15:21:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311799
[2021-10-02 15:21:09 main:610] : INFO : Saving end state to config to file
[2021-10-02 15:21:09 main:615] : INFO : Success, exiting..
15:21:09 (2689520): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)