Task 7620144
| Name | ParityModified-1631732175-4365-2_0 |
| Workunit | 5274027 |
| Created | 27 Sep 2021, 3:24:43 UTC |
| Sent | 3 Oct 2021, 20:00:52 UTC |
| Report deadline | 10 Oct 2021, 20:00:52 UTC |
| Received | 4 Oct 2021, 11:08:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 55 min 19 sec |
| CPU time | 55 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311723 | val_loss: 0.0311785 | Time: 1510.09 ms
[2021-10-04 12:54:59 main:581] : INFO : Epoch 1539 | loss: 0.0311721 | val_loss: 0.031179 | Time: 1464.04 ms
[2021-10-04 12:55:01 main:581] : INFO : Epoch 1540 | loss: 0.0311739 | val_loss: 0.0311816 | Time: 1582.56 ms
[2021-10-04 12:55:03 main:581] : INFO : Epoch 1541 | loss: 0.0311753 | val_loss: 0.031182 | Time: 1549.79 ms
[2021-10-04 12:55:04 main:581] : INFO : Epoch 1542 | loss: 0.0311771 | val_loss: 0.0311822 | Time: 1585.32 ms
[2021-10-04 12:55:06 main:581] : INFO : Epoch 1543 | loss: 0.0311782 | val_loss: 0.0311854 | Time: 1687.25 ms
[2021-10-04 12:55:07 main:581] : INFO : Epoch 1544 | loss: 0.0311786 | val_loss: 0.0311825 | Time: 1656.81 ms
[2021-10-04 12:55:09 main:581] : INFO : Epoch 1545 | loss: 0.0311753 | val_loss: 0.0311782 | Time: 1586.39 ms
[2021-10-04 12:55:11 main:581] : INFO : Epoch 1546 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 1659.1 ms
[2021-10-04 12:55:12 main:581] : INFO : Epoch 1547 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 1647.91 ms
[2021-10-04 12:55:14 main:581] : INFO : Epoch 1548 | loss: 0.0311757 | val_loss: 0.031177 | Time: 1683.32 ms
[2021-10-04 12:55:16 main:581] : INFO : Epoch 1549 | loss: 0.0311748 | val_loss: 0.031177 | Time: 1662.31 ms
[2021-10-04 12:55:17 main:581] : INFO : Epoch 1550 | loss: 0.0311735 | val_loss: 0.0311778 | Time: 1631.1 ms
[2021-10-04 12:55:19 main:581] : INFO : Epoch 1551 | loss: 0.0311741 | val_loss: 0.0311777 | Time: 1714.39 ms
[2021-10-04 12:55:21 main:581] : INFO : Epoch 1552 | loss: 0.0311745 | val_loss: 0.0311787 | Time: 1768.71 ms
[2021-10-04 12:55:22 main:581] : INFO : Epoch 1553 | loss: 0.0311735 | val_loss: 0.0311775 | Time: 1561.33 ms
[2021-10-04 12:55:24 main:581] : INFO : Epoch 1554 | loss: 0.0311723 | val_loss: 0.031177 | Time: 1564.6 ms
[2021-10-04 12:55:25 main:581] : INFO : Epoch 1555 | loss: 0.0311725 | val_loss: 0.031178 | Time: 1505.38 ms
[2021-10-04 12:55:27 main:581] : INFO : Epoch 1556 | loss: 0.0311728 | val_loss: 0.0311757 | Time: 1507.08 ms
[2021-10-04 12:55:28 main:581] : INFO : Epoch 1557 | loss: 0.0311718 | val_loss: 0.031179 | Time: 1541.85 ms
[2021-10-04 12:55:30 main:581] : INFO : Epoch 1558 | loss: 0.0311709 | val_loss: 0.0311747 | Time: 1570.14 ms
[2021-10-04 12:55:32 main:581] : INFO : Epoch 1559 | loss: 0.0311698 | val_loss: 0.031177 | Time: 1646.57 ms
[2021-10-04 12:55:33 main:581] : INFO : Epoch 1560 | loss: 0.0311697 | val_loss: 0.0311763 | Time: 1737.32 ms
[2021-10-04 12:55:35 main:581] : INFO : Epoch 1561 | loss: 0.0311704 | val_loss: 0.0311751 | Time: 1756.16 ms
[2021-10-04 12:55:37 main:581] : INFO : Epoch 1562 | loss: 0.0311693 | val_loss: 0.0311833 | Time: 1714.68 ms
[2021-10-04 12:55:39 main:581] : INFO : Epoch 1563 | loss: 0.0311699 | val_loss: 0.0311787 | Time: 1678.08 ms
[2021-10-04 12:55:40 main:581] : INFO : Epoch 1564 | loss: 0.0311697 | val_loss: 0.0311762 | Time: 1680.51 ms
[2021-10-04 12:55:42 main:581] : INFO : Epoch 1565 | loss: 0.0311691 | val_loss: 0.0311785 | Time: 1666.63 ms
[2021-10-04 12:55:44 main:581] : INFO : Epoch 1566 | loss: 0.0311734 | val_loss: 0.0311785 | Time: 1639.62 ms
[2021-10-04 12:55:45 main:581] : INFO : Epoch 1567 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 1691.54 ms
[2021-10-04 12:55:47 main:581] : INFO : Epoch 1568 | loss: 0.0311703 | val_loss: 0.0311769 | Time: 1669.16 ms
[2021-10-04 12:55:49 main:581] : INFO : Epoch 1569 | loss: 0.0311684 | val_loss: 0.031177 | Time: 1678.85 ms
[2021-10-04 12:55:50 main:581] : INFO : Epoch 1570 | loss: 0.0311708 | val_loss: 0.0311784 | Time: 1536.98 ms
[2021-10-04 12:55:52 main:581] : INFO : Epoch 1571 | loss: 0.0311712 | val_loss: 0.0311797 | Time: 1527.53 ms
[2021-10-04 12:55:53 main:581] : INFO : Epoch 1572 | loss: 0.03117 | val_loss: 0.0311794 | Time: 1567.51 ms
[2021-10-04 12:55:55 main:581] : INFO : Epoch 1573 | loss: 0.0311698 | val_loss: 0.0311767 | Time: 1581.96 ms
[2021-10-04 12:55:56 main:581] : INFO : Epoch 1574 | loss: 0.0311684 | val_loss: 0.0311783 | Time: 1543.21 ms
[2021-10-04 12:55:58 main:581] : INFO : Epoch 1575 | loss: 0.0311694 | val_loss: 0.0311785 | Time: 1549.56 ms
[2021-10-04 12:56:00 main:581] : INFO : Epoch 1576 | loss: 0.0311701 | val_loss: 0.0311785 | Time: 1613.12 ms
[2021-10-04 12:56:01 main:581] : INFO : Epoch 1577 | loss: 0.0311678 | val_loss: 0.0311773 | Time: 1646.14 ms
[2021-10-04 12:56:03 main:581] : INFO : Epoch 1578 | loss: 0.0311675 | val_loss: 0.0311778 | Time: 1677.35 ms
[2021-10-04 12:56:05 main:581] : INFO : Epoch 1579 | loss: 0.0311668 | val_loss: 0.031177 | Time: 1721.12 ms
[2021-10-04 12:56:06 main:581] : INFO : Epoch 1580 | loss: 0.0311672 | val_loss: 0.0311761 | Time: 1768.35 ms
[2021-10-04 12:56:08 main:581] : INFO : Epoch 1581 | loss: 0.0311677 | val_loss: 0.031176 | Time: 1706.34 ms
[2021-10-04 12:56:10 main:581] : INFO : Epoch 1582 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 1734.57 ms
[2021-10-04 12:56:11 main:581] : INFO : Epoch 1583 | loss: 0.0311683 | val_loss: 0.0311764 | Time: 1642.2 ms
[2021-10-04 12:56:13 main:581] : INFO : Epoch 1584 | loss: 0.0311693 | val_loss: 0.031177 | Time: 1639.73 ms
[2021-10-04 12:56:15 main:581] : INFO : Epoch 1585 | loss: 0.0311741 | val_loss: 0.0311825 | Time: 1701.67 ms
[2021-10-04 12:56:16 main:581] : INFO : Epoch 1586 | loss: 0.0311733 | val_loss: 0.0311752 | Time: 1565.9 ms
[2021-10-04 12:56:18 main:581] : INFO : Epoch 1587 | loss: 0.0311701 | val_loss: 0.0311771 | Time: 1447.71 ms
[2021-10-04 12:56:19 main:581] : INFO : Epoch 1588 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 1498.42 ms
[2021-10-04 12:56:21 main:581] : INFO : Epoch 1589 | loss: 0.0311686 | val_loss: 0.0311756 | Time: 1552.6 ms
[2021-10-04 12:56:22 main:581] : INFO : Epoch 1590 | loss: 0.0311679 | val_loss: 0.0311775 | Time: 1594.04 ms
[2021-10-04 12:56:24 main:581] : INFO : Epoch 1591 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 1410.27 ms
[2021-10-04 12:56:25 main:581] : INFO : Epoch 1592 | loss: 0.031169 | val_loss: 0.0311758 | Time: 1615.2 ms
[2021-10-04 12:56:27 main:581] : INFO : Epoch 1593 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 1683.96 ms
[2021-10-04 12:56:29 main:581] : INFO : Epoch 1594 | loss: 0.0311678 | val_loss: 0.0311762 | Time: 1646.37 ms
[2021-10-04 12:56:30 main:581] : INFO : Epoch 1595 | loss: 0.0311696 | val_loss: 0.0311761 | Time: 1700.72 ms
[2021-10-04 12:56:32 main:581] : INFO : Epoch 1596 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 1690.08 ms
[2021-10-04 12:56:34 main:581] : INFO : Epoch 1597 | loss: 0.0311684 | val_loss: 0.0311744 | Time: 1586.94 ms
[2021-10-04 12:56:35 main:581] : INFO : Epoch 1598 | loss: 0.031167 | val_loss: 0.0311737 | Time: 1605.25 ms
[2021-10-04 12:56:37 main:581] : INFO : Epoch 1599 | loss: 0.0311671 | val_loss: 0.0311756 | Time: 1503.19 ms
[2021-10-04 12:56:38 main:581] : INFO : Epoch 1600 | loss: 0.0311674 | val_loss: 0.0311751 | Time: 1608.66 ms
[2021-10-04 12:56:40 main:581] : INFO : Epoch 1601 | loss: 0.0311686 | val_loss: 0.0311755 | Time: 1726.59 ms
[2021-10-04 12:56:42 main:581] : INFO : Epoch 1602 | loss: 0.031172 | val_loss: 0.0311808 | Time: 1665.29 ms
[2021-10-04 12:56:44 main:581] : INFO : Epoch 1603 | loss: 0.0311689 | val_loss: 0.0311767 | Time: 1625.39 ms
[2021-10-04 12:56:45 main:581] : INFO : Epoch 1604 | loss: 0.031167 | val_loss: 0.0311747 | Time: 1533.06 ms
[2021-10-04 12:56:47 main:581] : INFO : Epoch 1605 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 1525.59 ms
[2021-10-04 12:56:48 main:581] : INFO : Epoch 1606 | loss: 0.0311687 | val_loss: 0.0311796 | Time: 1475.1 ms
[2021-10-04 12:56:50 main:581] : INFO : Epoch 1607 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 1558.78 ms
[2021-10-04 12:56:51 main:581] : INFO : Epoch 1608 | loss: 0.0311681 | val_loss: 0.0311737 | Time: 1636.75 ms
[2021-10-04 12:56:53 main:581] : INFO : Epoch 1609 | loss: 0.0311679 | val_loss: 0.0311745 | Time: 1735.76 ms
[2021-10-04 12:56:55 main:581] : INFO : Epoch 1610 | loss: 0.0311693 | val_loss: 0.0311726 | Time: 1709.73 ms
[2021-10-04 12:56:56 main:581] : INFO : Epoch 1611 | loss: 0.0311704 | val_loss: 0.0311749 | Time: 1668.86 ms
[2021-10-04 12:56:58 main:581] : INFO : Epoch 1612 | loss: 0.0311703 | val_loss: 0.0311736 | Time: 1648.22 ms
[2021-10-04 12:57:00 main:581] : INFO : Epoch 1613 | loss: 0.0311709 | val_loss: 0.0311745 | Time: 1656.61 ms
[2021-10-04 12:57:01 main:581] : INFO : Epoch 1614 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 1707.57 ms
[2021-10-04 12:57:03 main:581] : INFO : Epoch 1615 | loss: 0.031173 | val_loss: 0.031178 | Time: 1626.2 ms
[2021-10-04 12:57:04 main:581] : INFO : Epoch 1616 | loss: 0.0311722 | val_loss: 0.031178 | Time: 1495.58 ms
[2021-10-04 12:57:06 main:581] : INFO : Epoch 1617 | loss: 0.0311735 | val_loss: 0.0311821 | Time: 1525.75 ms
[2021-10-04 12:57:08 main:581] : INFO : Epoch 1618 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 1707.51 ms
[2021-10-04 12:57:09 main:581] : INFO : Epoch 1619 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 1635.78 ms
[2021-10-04 12:57:11 main:581] : INFO : Epoch 1620 | loss: 0.03117 | val_loss: 0.0311749 | Time: 1696.41 ms
[2021-10-04 12:57:13 main:581] : INFO : Epoch 1621 | loss: 0.0311712 | val_loss: 0.0311743 | Time: 1668.36 ms
[2021-10-04 12:57:14 main:581] : INFO : Epoch 1622 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 1548.92 ms
[2021-10-04 12:57:16 main:581] : INFO : Epoch 1623 | loss: 0.0311699 | val_loss: 0.0311753 | Time: 1568.14 ms
[2021-10-04 12:57:18 main:581] : INFO : Epoch 1624 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 1700.13 ms
[2021-10-04 12:57:19 main:581] : INFO : Epoch 1625 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 1717 ms
[2021-10-04 12:57:21 main:581] : INFO : Epoch 1626 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 1647.03 ms
[2021-10-04 12:57:23 main:581] : INFO : Epoch 1627 | loss: 0.0311671 | val_loss: 0.031178 | Time: 1700.68 ms
[2021-10-04 12:57:24 main:581] : INFO : Epoch 1628 | loss: 0.0311676 | val_loss: 0.0311787 | Time: 1714.48 ms
[2021-10-04 12:57:26 main:581] : INFO : Epoch 1629 | loss: 0.0311692 | val_loss: 0.0311769 | Time: 1638.47 ms
[2021-10-04 12:57:28 main:581] : INFO : Epoch 1630 | loss: 0.0311684 | val_loss: 0.031176 | Time: 1554.48 ms
[2021-10-04 12:57:29 main:581] : INFO : Epoch 1631 | loss: 0.0311687 | val_loss: 0.0311761 | Time: 1687.36 ms
[2021-10-04 12:57:31 main:581] : INFO : Epoch 1632 | loss: 0.0311672 | val_loss: 0.0311774 | Time: 1495.45 ms
[2021-10-04 12:57:32 main:581] : INFO : Epoch 1633 | loss: 0.0311664 | val_loss: 0.031179 | Time: 1477.51 ms
[2021-10-04 12:57:34 main:581] : INFO : Epoch 1634 | loss: 0.0311661 | val_loss: 0.0311787 | Time: 1497.97 ms
[2021-10-04 12:57:35 main:581] : INFO : Epoch 1635 | loss: 0.0311658 | val_loss: 0.031176 | Time: 1705.72 ms
[2021-10-04 12:57:37 main:581] : INFO : Epoch 1636 | loss: 0.0311646 | val_loss: 0.0311772 | Time: 1654.97 ms
[2021-10-04 12:57:39 main:581] : INFO : Epoch 1637 | loss: 0.0311659 | val_loss: 0.0311772 | Time: 1684.76 ms
[2021-10-04 12:57:40 main:581] : INFO : Epoch 1638 | loss: 0.0311658 | val_loss: 0.0311771 | Time: 1574.21 ms
[2021-10-04 12:57:42 main:581] : INFO : Epoch 1639 | loss: 0.0311666 | val_loss: 0.0311793 | Time: 1432.63 ms
[2021-10-04 12:57:43 main:581] : INFO : Epoch 1640 | loss: 0.0311671 | val_loss: 0.0311786 | Time: 1651.15 ms
[2021-10-04 12:57:45 main:581] : INFO : Epoch 1641 | loss: 0.0311651 | val_loss: 0.0311784 | Time: 1635.06 ms
[2021-10-04 12:57:47 main:581] : INFO : Epoch 1642 | loss: 0.0311688 | val_loss: 0.0311775 | Time: 1615.29 ms
[2021-10-04 12:57:48 main:581] : INFO : Epoch 1643 | loss: 0.0311659 | val_loss: 0.0311771 | Time: 1621.12 ms
[2021-10-04 12:57:50 main:581] : INFO : Epoch 1644 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 1710.11 ms
[2021-10-04 12:57:52 main:581] : INFO : Epoch 1645 | loss: 0.0311681 | val_loss: 0.0311791 | Time: 1783.49 ms
[2021-10-04 12:57:53 main:581] : INFO : Epoch 1646 | loss: 0.0311673 | val_loss: 0.0311772 | Time: 1533.24 ms
[2021-10-04 12:57:55 main:581] : INFO : Epoch 1647 | loss: 0.031164 | val_loss: 0.031178 | Time: 1549.4 ms
[2021-10-04 12:57:56 main:581] : INFO : Epoch 1648 | loss: 0.0311681 | val_loss: 0.0311785 | Time: 1540.67 ms
[2021-10-04 12:57:58 main:581] : INFO : Epoch 1649 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 1557.94 ms
[2021-10-04 12:57:59 main:581] : INFO : Epoch 1650 | loss: 0.0311696 | val_loss: 0.031179 | Time: 1560.99 ms
[2021-10-04 12:58:01 main:581] : INFO : Epoch 1651 | loss: 0.0311675 | val_loss: 0.0311753 | Time: 1506.38 ms
[2021-10-04 12:58:03 main:581] : INFO : Epoch 1652 | loss: 0.0311673 | val_loss: 0.0311762 | Time: 1586.11 ms
[2021-10-04 12:58:04 main:581] : INFO : Epoch 1653 | loss: 0.031169 | val_loss: 0.0311761 | Time: 1751.69 ms
[2021-10-04 12:58:06 main:581] : INFO : Epoch 1654 | loss: 0.0311688 | val_loss: 0.0311786 | Time: 1753.52 ms
[2021-10-04 12:58:08 main:581] : INFO : Epoch 1655 | loss: 0.031169 | val_loss: 0.0311773 | Time: 1658.58 ms
[2021-10-04 12:58:09 main:581] : INFO : Epoch 1656 | loss: 0.0311684 | val_loss: 0.031178 | Time: 1684.13 ms
[2021-10-04 12:58:11 main:581] : INFO : Epoch 1657 | loss: 0.0311693 | val_loss: 0.0311773 | Time: 1684.81 ms
[2021-10-04 12:58:13 main:581] : INFO : Epoch 1658 | loss: 0.0311691 | val_loss: 0.0311768 | Time: 1650.53 ms
[2021-10-04 12:58:14 main:581] : INFO : Epoch 1659 | loss: 0.0311687 | val_loss: 0.0311788 | Time: 1700.93 ms
[2021-10-04 12:58:16 main:581] : INFO : Epoch 1660 | loss: 0.0311669 | val_loss: 0.0311829 | Time: 1756.35 ms
[2021-10-04 12:58:18 main:581] : INFO : Epoch 1661 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 1730.5 ms
[2021-10-04 12:58:19 main:581] : INFO : Epoch 1662 | loss: 0.0311678 | val_loss: 0.031178 | Time: 1495.71 ms
[2021-10-04 12:58:21 main:581] : INFO : Epoch 1663 | loss: 0.0311663 | val_loss: 0.0311786 | Time: 1468.89 ms
[2021-10-04 12:58:22 main:581] : INFO : Epoch 1664 | loss: 0.031166 | val_loss: 0.0311779 | Time: 1478.31 ms
[2021-10-04 12:58:24 main:581] : INFO : Epoch 1665 | loss: 0.0311689 | val_loss: 0.0311828 | Time: 1560.57 ms
[2021-10-04 12:58:25 main:581] : INFO : Epoch 1666 | loss: 0.0311727 | val_loss: 0.0311836 | Time: 1490.84 ms
[2021-10-04 12:58:27 main:581] : INFO : Epoch 1667 | loss: 0.0311738 | val_loss: 0.0311877 | Time: 1477.53 ms
[2021-10-04 12:58:29 main:581] : INFO : Epoch 1668 | loss: 0.0311735 | val_loss: 0.0311769 | Time: 1659.34 ms
[2021-10-04 12:58:30 main:581] : INFO : Epoch 1669 | loss: 0.0311695 | val_loss: 0.0311781 | Time: 1695.56 ms
[2021-10-04 12:58:32 main:581] : INFO : Epoch 1670 | loss: 0.0311683 | val_loss: 0.0311782 | Time: 1661.56 ms
[2021-10-04 12:58:34 main:581] : INFO : Epoch 1671 | loss: 0.031168 | val_loss: 0.0311772 | Time: 1682.6 ms
[2021-10-04 12:58:35 main:581] : INFO : Epoch 1672 | loss: 0.0311675 | val_loss: 0.031178 | Time: 1694.05 ms
[2021-10-04 12:58:37 main:581] : INFO : Epoch 1673 | loss: 0.031167 | val_loss: 0.0311805 | Time: 1646.81 ms
[2021-10-04 12:58:39 main:581] : INFO : Epoch 1674 | loss: 0.0311681 | val_loss: 0.0311792 | Time: 1537.13 ms
[2021-10-04 12:58:40 main:581] : INFO : Epoch 1675 | loss: 0.031168 | val_loss: 0.0311805 | Time: 1678.12 ms
[2021-10-04 12:58:42 main:581] : INFO : Epoch 1676 | loss: 0.0311681 | val_loss: 0.0311753 | Time: 1593.5 ms
[2021-10-04 12:58:43 main:581] : INFO : Epoch 1677 | loss: 0.0311714 | val_loss: 0.0311813 | Time: 1632.13 ms
[2021-10-04 12:58:45 main:581] : INFO : Epoch 1678 | loss: 0.0311702 | val_loss: 0.0311788 | Time: 1537.59 ms
[2021-10-04 12:58:46 main:581] : INFO : Epoch 1679 | loss: 0.0311697 | val_loss: 0.0311757 | Time: 1510.76 ms
[2021-10-04 12:58:48 main:581] : INFO : Epoch 1680 | loss: 0.0311694 | val_loss: 0.0311758 | Time: 1520.59 ms
[2021-10-04 12:58:50 main:581] : INFO : Epoch 1681 | loss: 0.0311699 | val_loss: 0.031176 | Time: 1520.12 ms
[2021-10-04 12:58:51 main:581] : INFO : Epoch 1682 | loss: 0.0311691 | val_loss: 0.0311764 | Time: 1540.09 ms
[2021-10-04 12:58:53 main:581] : INFO : Epoch 1683 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 1625.94 ms
[2021-10-04 12:58:54 main:581] : INFO : Epoch 1684 | loss: 0.0311683 | val_loss: 0.0311779 | Time: 1684.67 ms
[2021-10-04 12:58:56 main:581] : INFO : Epoch 1685 | loss: 0.0311667 | val_loss: 0.0311744 | Time: 1598.08 ms
[2021-10-04 12:58:58 main:581] : INFO : Epoch 1686 | loss: 0.0311663 | val_loss: 0.0311759 | Time: 1680.56 ms
[2021-10-04 12:58:59 main:581] : INFO : Epoch 1687 | loss: 0.0311661 | val_loss: 0.0311787 | Time: 1667.65 ms
[2021-10-04 12:59:01 main:581] : INFO : Epoch 1688 | loss: 0.0311673 | val_loss: 0.031175 | Time: 1538.24 ms
[2021-10-04 12:59:02 main:581] : INFO : Epoch 1689 | loss: 0.031166 | val_loss: 0.0311742 | Time: 1480.46 ms
[2021-10-04 12:59:04 main:581] : INFO : Epoch 1690 | loss: 0.031166 | val_loss: 0.0311765 | Time: 1709.22 ms
[2021-10-04 12:59:06 main:581] : INFO : Epoch 1691 | loss: 0.0311656 | val_loss: 0.0311792 | Time: 1686.2 ms
[2021-10-04 12:59:07 main:581] : INFO : Epoch 1692 | loss: 0.031166 | val_loss: 0.031177 | Time: 1610.46 ms
[2021-10-04 12:59:09 main:581] : INFO : Epoch 1693 | loss: 0.0311652 | val_loss: 0.0311819 | Time: 1557.58 ms
[2021-10-04 12:59:10 main:581] : INFO : Epoch 1694 | loss: 0.0311679 | val_loss: 0.0311744 | Time: 1509 ms
[2021-10-04 12:59:12 main:581] : INFO : Epoch 1695 | loss: 0.0311668 | val_loss: 0.0311736 | Time: 1562.98 ms
[2021-10-04 12:59:14 main:581] : INFO : Epoch 1696 | loss: 0.0311656 | val_loss: 0.0311758 | Time: 1597.35 ms
[2021-10-04 12:59:15 main:581] : INFO : Epoch 1697 | loss: 0.0311679 | val_loss: 0.0311742 | Time: 1705.43 ms
[2021-10-04 12:59:17 main:581] : INFO : Epoch 1698 | loss: 0.0311687 | val_loss: 0.0311761 | Time: 1723.48 ms
[2021-10-04 12:59:19 main:581] : INFO : Epoch 1699 | loss: 0.0311695 | val_loss: 0.0311749 | Time: 1695.59 ms
[2021-10-04 12:59:20 main:581] : INFO : Epoch 1700 | loss: 0.0311691 | val_loss: 0.0311744 | Time: 1624.11 ms
[2021-10-04 12:59:22 main:581] : INFO : Epoch 1701 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 1677.95 ms
[2021-10-04 12:59:24 main:581] : INFO : Epoch 1702 | loss: 0.0311678 | val_loss: 0.0311743 | Time: 1695.77 ms
[2021-10-04 12:59:25 main:581] : INFO : Epoch 1703 | loss: 0.031167 | val_loss: 0.0311741 | Time: 1752.92 ms
[2021-10-04 12:59:27 main:581] : INFO : Epoch 1704 | loss: 0.0311678 | val_loss: 0.0311746 | Time: 1666.91 ms
[2021-10-04 12:59:29 main:581] : INFO : Epoch 1705 | loss: 0.0311672 | val_loss: 0.0311774 | Time: 1535.23 ms
[2021-10-04 12:59:30 main:581] : INFO : Epoch 1706 | loss: 0.0311694 | val_loss: 0.0311743 | Time: 1501.75 ms
[2021-10-04 12:59:32 main:581] : INFO : Epoch 1707 | loss: 0.0311697 | val_loss: 0.0311779 | Time: 1605.21 ms
[2021-10-04 12:59:33 main:581] : INFO : Epoch 1708 | loss: 0.0311676 | val_loss: 0.0311738 | Time: 1704.29 ms
[2021-10-04 12:59:35 main:581] : INFO : Epoch 1709 | loss: 0.031167 | val_loss: 0.0311733 | Time: 1643.07 ms
[2021-10-04 12:59:37 main:581] : INFO : Epoch 1710 | loss: 0.0311659 | val_loss: 0.0311743 | Time: 1687.78 ms
[2021-10-04 12:59:38 main:581] : INFO : Epoch 1711 | loss: 0.0311666 | val_loss: 0.031174 | Time: 1558.42 ms
[2021-10-04 12:59:40 main:581] : INFO : Epoch 1712 | loss: 0.0311692 | val_loss: 0.0311817 | Time: 1457.73 ms
[2021-10-04 12:59:41 main:581] : INFO : Epoch 1713 | loss: 0.0311675 | val_loss: 0.0311744 | Time: 1561.31 ms
[2021-10-04 12:59:43 main:581] : INFO : Epoch 1714 | loss: 0.0311685 | val_loss: 0.0311748 | Time: 1722.1 ms
[2021-10-04 12:59:45 main:581] : INFO : Epoch 1715 | loss: 0.031172 | val_loss: 0.031175 | Time: 1709.6 ms
[2021-10-04 12:59:46 main:581] : INFO : Epoch 1716 | loss: 0.0311678 | val_loss: 0.0311746 | Time: 1677.43 ms
[2021-10-04 12:59:48 main:581] : INFO : Epoch 1717 | loss: 0.0311674 | val_loss: 0.031173 | Time: 1684.69 ms
[2021-10-04 12:59:50 main:581] : INFO : Epoch 1718 | loss: 0.031168 | val_loss: 0.031175 | Time: 1725.76 ms
[2021-10-04 12:59:52 main:581] : INFO : Epoch 1719 | loss: 0.0311694 | val_loss: 0.0311731 | Time: 1736.42 ms
[2021-10-04 12:59:53 main:581] : INFO : Epoch 1720 | loss: 0.0311676 | val_loss: 0.031175 | Time: 1663.29 ms
[2021-10-04 12:59:55 main:581] : INFO : Epoch 1721 | loss: 0.031168 | val_loss: 0.0311781 | Time: 1526.85 ms
[2021-10-04 12:59:56 main:581] : INFO : Epoch 1722 | loss: 0.0311675 | val_loss: 0.0311723 | Time: 1442.72 ms
[2021-10-04 12:59:58 main:581] : INFO : Epoch 1723 | loss: 0.0311654 | val_loss: 0.0311723 | Time: 1523.12 ms
[2021-10-04 12:59:59 main:581] : INFO : Epoch 1724 | loss: 0.0311656 | val_loss: 0.0311744 | Time: 1543.41 ms
[2021-10-04 13:00:01 main:581] : INFO : Epoch 1725 | loss: 0.0311678 | val_loss: 0.0311726 | Time: 1594.57 ms
[2021-10-04 13:00:03 main:581] : INFO : Epoch 1726 | loss: 0.031167 | val_loss: 0.0311782 | Time: 1707.52 ms
[2021-10-04 13:00:04 main:581] : INFO : Epoch 1727 | loss: 0.0311671 | val_loss: 0.0311713 | Time: 1680.52 ms
[2021-10-04 13:00:06 main:581] : INFO : Epoch 1728 | loss: 0.0311641 | val_loss: 0.0311746 | Time: 1662.63 ms
[2021-10-04 13:00:08 main:581] : INFO : Epoch 1729 | loss: 0.0311651 | val_loss: 0.0311746 | Time: 1618.82 ms
[2021-10-04 13:00:09 main:581] : INFO : Epoch 1730 | loss: 0.0311697 | val_loss: 0.0311734 | Time: 1569.35 ms
[2021-10-04 13:00:11 main:581] : INFO : Epoch 1731 | loss: 0.031171 | val_loss: 0.0311719 | Time: 1696.63 ms
[2021-10-04 13:00:13 main:581] : INFO : Epoch 1732 | loss: 0.0311694 | val_loss: 0.0311731 | Time: 1656.22 ms
[2021-10-04 13:00:14 main:581] : INFO : Epoch 1733 | loss: 0.0311682 | val_loss: 0.0311739 | Time: 1627.03 ms
[2021-10-04 13:00:16 main:581] : INFO : Epoch 1734 | loss: 0.0311694 | val_loss: 0.0311736 | Time: 1681.26 ms
[2021-10-04 13:00:17 main:581] : INFO : Epoch 1735 | loss: 0.0311697 | val_loss: 0.0311761 | Time: 1636.46 ms
[2021-10-04 13:00:19 main:581] : INFO : Epoch 1736 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 1710.42 ms
[2021-10-04 13:00:21 main:581] : INFO : Epoch 1737 | loss: 0.0311694 | val_loss: 0.0311735 | Time: 1483.07 ms
[2021-10-04 13:00:22 main:581] : INFO : Epoch 1738 | loss: 0.0311706 | val_loss: 0.0311745 | Time: 1494.26 ms
[2021-10-04 13:00:24 main:581] : INFO : Epoch 1739 | loss: 0.0311691 | val_loss: 0.0311747 | Time: 1567.04 ms
[2021-10-04 13:00:25 main:581] : INFO : Epoch 1740 | loss: 0.0311707 | val_loss: 0.0311733 | Time: 1596 ms
[2021-10-04 13:00:27 main:581] : INFO : Epoch 1741 | loss: 0.0311698 | val_loss: 0.0311804 | Time: 1558.09 ms
[2021-10-04 13:00:28 main:581] : INFO : Epoch 1742 | loss: 0.0311694 | val_loss: 0.0311734 | Time: 1568.37 ms
[2021-10-04 13:00:30 main:581] : INFO : Epoch 1743 | loss: 0.0311669 | val_loss: 0.0311765 | Time: 1722.66 ms
[2021-10-04 13:00:32 main:581] : INFO : Epoch 1744 | loss: 0.0311716 | val_loss: 0.0311838 | Time: 1662.6 ms
[2021-10-04 13:00:34 main:581] : INFO : Epoch 1745 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 1673.89 ms
[2021-10-04 13:00:35 main:581] : INFO : Epoch 1746 | loss: 0.0311776 | val_loss: 0.0311829 | Time: 1668.89 ms
[2021-10-04 13:00:37 main:581] : INFO : Epoch 1747 | loss: 0.0311766 | val_loss: 0.0311797 | Time: 1631.08 ms
[2021-10-04 13:00:39 main:581] : INFO : Epoch 1748 | loss: 0.0311747 | val_loss: 0.0311781 | Time: 1727.41 ms
[2021-10-04 13:00:40 main:581] : INFO : Epoch 1749 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 1653.99 ms
[2021-10-04 13:00:42 main:581] : INFO : Epoch 1750 | loss: 0.0311758 | val_loss: 0.031178 | Time: 1682.25 ms
[2021-10-04 13:00:44 main:581] : INFO : Epoch 1751 | loss: 0.0311742 | val_loss: 0.0311793 | Time: 1660.93 ms
[2021-10-04 13:00:45 main:581] : INFO : Epoch 1752 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 1654.1 ms
[2021-10-04 13:00:47 main:581] : INFO : Epoch 1753 | loss: 0.0311733 | val_loss: 0.0311771 | Time: 1696.16 ms
[2021-10-04 13:00:48 main:581] : INFO : Epoch 1754 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 1557.28 ms
[2021-10-04 13:00:50 main:581] : INFO : Epoch 1755 | loss: 0.0311736 | val_loss: 0.0311787 | Time: 1472.84 ms
[2021-10-04 13:00:51 main:581] : INFO : Epoch 1756 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 1573.99 ms
[2021-10-04 13:00:53 main:581] : INFO : Epoch 1757 | loss: 0.0311723 | val_loss: 0.0311782 | Time: 1555.68 ms
[2021-10-04 13:00:55 main:581] : INFO : Epoch 1758 | loss: 0.0311705 | val_loss: 0.0311798 | Time: 1566.17 ms
[2021-10-04 13:00:56 main:581] : INFO : Epoch 1759 | loss: 0.0311716 | val_loss: 0.0311786 | Time: 1522.74 ms
[2021-10-04 13:00:58 main:581] : INFO : Epoch 1760 | loss: 0.0311714 | val_loss: 0.0311788 | Time: 1661.55 ms
[2021-10-04 13:01:00 main:581] : INFO : Epoch 1761 | loss: 0.0311708 | val_loss: 0.0311798 | Time: 1703.94 ms
[2021-10-04 13:01:01 main:581] : INFO : Epoch 1762 | loss: 0.0311743 | val_loss: 0.031181 | Time: 1572.12 ms
[2021-10-04 13:01:03 main:581] : INFO : Epoch 1763 | loss: 0.0311737 | val_loss: 0.031179 | Time: 1719.77 ms
[2021-10-04 13:01:05 main:581] : INFO : Epoch 1764 | loss: 0.0311718 | val_loss: 0.0311814 | Time: 1723.07 ms
[2021-10-04 13:01:06 main:581] : INFO : Epoch 1765 | loss: 0.0311727 | val_loss: 0.0311858 | Time: 1509.53 ms
[2021-10-04 13:01:08 main:581] : INFO : Epoch 1766 | loss: 0.0311733 | val_loss: 0.031181 | Time: 1686.66 ms
[2021-10-04 13:01:09 main:581] : INFO : Epoch 1767 | loss: 0.0311726 | val_loss: 0.0311795 | Time: 1700.37 ms
[2021-10-04 13:01:11 main:581] : INFO : Epoch 1768 | loss: 0.0311708 | val_loss: 0.0311794 | Time: 1647.1 ms
[2021-10-04 13:01:13 main:581] : INFO : Epoch 1769 | loss: 0.0311708 | val_loss: 0.0311782 | Time: 1583.63 ms
[2021-10-04 13:01:14 main:581] : INFO : Epoch 1770 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 1590.88 ms
[2021-10-04 13:01:16 main:581] : INFO : Epoch 1771 | loss: 0.0311725 | val_loss: 0.0311795 | Time: 1566.14 ms
[2021-10-04 13:01:17 main:581] : INFO : Epoch 1772 | loss: 0.0311719 | val_loss: 0.0311776 | Time: 1446.8 ms
[2021-10-04 13:01:19 main:581] : INFO : Epoch 1773 | loss: 0.0311709 | val_loss: 0.0311788 | Time: 1548.69 ms
[2021-10-04 13:01:21 main:581] : INFO : Epoch 1774 | loss: 0.0311701 | val_loss: 0.0311787 | Time: 1789.11 ms
[2021-10-04 13:01:22 main:581] : INFO : Epoch 1775 | loss: 0.0311706 | val_loss: 0.0311789 | Time: 1720.93 ms
[2021-10-04 13:01:24 main:581] : INFO : Epoch 1776 | loss: 0.031175 | val_loss: 0.0311796 | Time: 1680.99 ms
[2021-10-04 13:01:26 main:581] : INFO : Epoch 1777 | loss: 0.031178 | val_loss: 0.0311795 | Time: 1768.96 ms
[2021-10-04 13:01:27 main:581] : INFO : Epoch 1778 | loss: 0.031179 | val_loss: 0.0311786 | Time: 1687.87 ms
[2021-10-04 13:01:29 main:581] : INFO : Epoch 1779 | loss: 0.031176 | val_loss: 0.0311787 | Time: 1716.14 ms
[2021-10-04 13:01:31 main:581] : INFO : Epoch 1780 | loss: 0.0311753 | val_loss: 0.0311772 | Time: 1442.72 ms
[2021-10-04 13:01:32 main:581] : INFO : Epoch 1781 | loss: 0.0311742 | val_loss: 0.0311769 | Time: 1544.84 ms
[2021-10-04 13:01:34 main:581] : INFO : Epoch 1782 | loss: 0.0311745 | val_loss: 0.0311814 | Time: 1653.61 ms
[2021-10-04 13:01:36 main:581] : INFO : Epoch 1783 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 1727.34 ms
[2021-10-04 13:01:37 main:581] : INFO : Epoch 1784 | loss: 0.0311724 | val_loss: 0.0311779 | Time: 1621.5 ms
[2021-10-04 13:01:39 main:581] : INFO : Epoch 1785 | loss: 0.0311717 | val_loss: 0.0311796 | Time: 1441.85 ms
[2021-10-04 13:01:40 main:581] : INFO : Epoch 1786 | loss: 0.0311726 | val_loss: 0.0311782 | Time: 1533.23 ms
[2021-10-04 13:01:42 main:581] : INFO : Epoch 1787 | loss: 0.0311729 | val_loss: 0.031179 | Time: 1623.75 ms
[2021-10-04 13:01:43 main:581] : INFO : Epoch 1788 | loss: 0.0311734 | val_loss: 0.0311809 | Time: 1667.85 ms
[2021-10-04 13:01:45 main:581] : INFO : Epoch 1789 | loss: 0.0311751 | val_loss: 0.0311791 | Time: 1718.41 ms
[2021-10-04 13:01:47 main:581] : INFO : Epoch 1790 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 1718.41 ms
[2021-10-04 13:01:49 main:581] : INFO : Epoch 1791 | loss: 0.0311735 | val_loss: 0.0311781 | Time: 1686.4 ms
[2021-10-04 13:01:50 main:581] : INFO : Epoch 1792 | loss: 0.031173 | val_loss: 0.0311807 | Time: 1667.62 ms
[2021-10-04 13:01:52 main:581] : INFO : Epoch 1793 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 1694.09 ms
[2021-10-04 13:01:53 main:581] : INFO : Epoch 1794 | loss: 0.0311757 | val_loss: 0.0311863 | Time: 1502.34 ms
[2021-10-04 13:01:55 main:581] : INFO : Epoch 1795 | loss: 0.0311772 | val_loss: 0.0311862 | Time: 1558.18 ms
[2021-10-04 13:01:57 main:581] : INFO : Epoch 1796 | loss: 0.0311765 | val_loss: 0.031178 | Time: 1576.64 ms
[2021-10-04 13:01:58 main:581] : INFO : Epoch 1797 | loss: 0.031173 | val_loss: 0.0311833 | Time: 1591.7 ms
[2021-10-04 13:02:00 main:581] : INFO : Epoch 1798 | loss: 0.0311735 | val_loss: 0.0311974 | Time: 1686.5 ms
[2021-10-04 13:02:02 main:581] : INFO : Epoch 1799 | loss: 0.0311765 | val_loss: 0.031182 | Time: 1695.61 ms
[2021-10-04 13:02:03 main:581] : INFO : Epoch 1800 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 1637.5 ms
[2021-10-04 13:02:05 main:581] : INFO : Epoch 1801 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 1469.34 ms
[2021-10-04 13:02:06 main:581] : INFO : Epoch 1802 | loss: 0.0311763 | val_loss: 0.0311782 | Time: 1504.58 ms
[2021-10-04 13:02:08 main:581] : INFO : Epoch 1803 | loss: 0.0311737 | val_loss: 0.031179 | Time: 1702.1 ms
[2021-10-04 13:02:10 main:581] : INFO : Epoch 1804 | loss: 0.0311753 | val_loss: 0.0311785 | Time: 1737.97 ms
[2021-10-04 13:02:11 main:581] : INFO : Epoch 1805 | loss: 0.0311742 | val_loss: 0.0311778 | Time: 1662.72 ms
[2021-10-04 13:02:13 main:581] : INFO : Epoch 1806 | loss: 0.0311739 | val_loss: 0.0311767 | Time: 1629.37 ms
[2021-10-04 13:02:15 main:581] : INFO : Epoch 1807 | loss: 0.0311745 | val_loss: 0.0311807 | Time: 1652.58 ms
[2021-10-04 13:02:16 main:581] : INFO : Epoch 1808 | loss: 0.0311736 | val_loss: 0.0311755 | Time: 1662.57 ms
[2021-10-04 13:02:18 main:581] : INFO : Epoch 1809 | loss: 0.0311718 | val_loss: 0.0311839 | Time: 1551.81 ms
[2021-10-04 13:02:19 main:581] : INFO : Epoch 1810 | loss: 0.0311736 | val_loss: 0.0311759 | Time: 1508.04 ms
[2021-10-04 13:02:21 main:581] : INFO : Epoch 1811 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 1482.16 ms
[2021-10-04 13:02:22 main:581] : INFO : Epoch 1812 | loss: 0.0311714 | val_loss: 0.031177 | Time: 1537.99 ms
[2021-10-04 13:02:24 main:581] : INFO : Epoch 1813 | loss: 0.0311703 | val_loss: 0.0311778 | Time: 1566.63 ms
[2021-10-04 13:02:26 main:581] : INFO : Epoch 1814 | loss: 0.0311701 | val_loss: 0.0311756 | Time: 1668.7 ms
[2021-10-04 13:02:27 main:581] : INFO : Epoch 1815 | loss: 0.0311707 | val_loss: 0.031181 | Time: 1668.14 ms
[2021-10-04 13:02:29 main:581] : INFO : Epoch 1816 | loss: 0.0311746 | val_loss: 0.0311796 | Time: 1568.85 ms
[2021-10-04 13:02:30 main:581] : INFO : Epoch 1817 | loss: 0.0311751 | val_loss: 0.0311775 | Time: 1577.26 ms
[2021-10-04 13:02:32 main:581] : INFO : Epoch 1818 | loss: 0.0311739 | val_loss: 0.0311777 | Time: 1698.97 ms
[2021-10-04 13:02:34 main:581] : INFO : Epoch 1819 | loss: 0.0311724 | val_loss: 0.0311776 | Time: 1670.15 ms
[2021-10-04 13:02:35 main:581] : INFO : Epoch 1820 | loss: 0.0311715 | val_loss: 0.0311789 | Time: 1677.16 ms
[2021-10-04 13:02:37 main:581] : INFO : Epoch 1821 | loss: 0.0311724 | val_loss: 0.0311788 | Time: 1693.59 ms
[2021-10-04 13:02:39 main:581] : INFO : Epoch 1822 | loss: 0.0311764 | val_loss: 0.031178 | Time: 1680.1 ms
[2021-10-04 13:02:40 main:581] : INFO : Epoch 1823 | loss: 0.031176 | val_loss: 0.0311785 | Time: 1629.3 ms
[2021-10-04 13:02:42 main:581] : INFO : Epoch 1824 | loss: 0.0311758 | val_loss: 0.0311775 | Time: 1512.1 ms
[2021-10-04 13:02:43 main:581] : INFO : Epoch 1825 | loss: 0.0311724 | val_loss: 0.0311802 | Time: 1579.67 ms
[2021-10-04 13:02:45 main:581] : INFO : Epoch 1826 | loss: 0.0311825 | val_loss: 0.0311828 | Time: 1520.81 ms
[2021-10-04 13:02:47 main:581] : INFO : Epoch 1827 | loss: 0.0311758 | val_loss: 0.0311776 | Time: 1509.42 ms
[2021-10-04 13:02:48 main:581] : INFO : Epoch 1828 | loss: 0.0311784 | val_loss: 0.0311774 | Time: 1576.01 ms
[2021-10-04 13:02:50 main:581] : INFO : Epoch 1829 | loss: 0.0311766 | val_loss: 0.0311748 | Time: 1523.69 ms
[2021-10-04 13:02:51 main:581] : INFO : Epoch 1830 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 1675.35 ms
[2021-10-04 13:02:53 main:581] : INFO : Epoch 1831 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 1684.93 ms
[2021-10-04 13:02:55 main:581] : INFO : Epoch 1832 | loss: 0.0311753 | val_loss: 0.0311765 | Time: 1629.15 ms
[2021-10-04 13:02:56 main:581] : INFO : Epoch 1833 | loss: 0.0311741 | val_loss: 0.0311781 | Time: 1659.02 ms
[2021-10-04 13:02:58 main:581] : INFO : Epoch 1834 | loss: 0.0311786 | val_loss: 0.0311801 | Time: 1716.85 ms
[2021-10-04 13:03:00 main:581] : INFO : Epoch 1835 | loss: 0.0311728 | val_loss: 0.0311781 | Time: 1656.2 ms
[2021-10-04 13:03:01 main:581] : INFO : Epoch 1836 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 1625.51 ms
[2021-10-04 13:03:03 main:581] : INFO : Epoch 1837 | loss: 0.0311714 | val_loss: 0.0311791 | Time: 1636.43 ms
[2021-10-04 13:03:05 main:581] : INFO : Epoch 1838 | loss: 0.031172 | val_loss: 0.0311831 | Time: 1648.73 ms
[2021-10-04 13:03:06 main:581] : INFO : Epoch 1839 | loss: 0.0311755 | val_loss: 0.0311819 | Time: 1522.28 ms
[2021-10-04 13:03:08 main:581] : INFO : Epoch 1840 | loss: 0.0311708 | val_loss: 0.0311768 | Time: 1519.78 ms
[2021-10-04 13:03:09 main:581] : INFO : Epoch 1841 | loss: 0.0311711 | val_loss: 0.0311772 | Time: 1611.7 ms
[2021-10-04 13:03:11 main:581] : INFO : Epoch 1842 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 1566.93 ms
[2021-10-04 13:03:12 main:581] : INFO : Epoch 1843 | loss: 0.0311697 | val_loss: 0.0311768 | Time: 1533.64 ms
[2021-10-04 13:03:14 main:581] : INFO : Epoch 1844 | loss: 0.0311705 | val_loss: 0.0311779 | Time: 1506.85 ms
[2021-10-04 13:03:15 main:581] : INFO : Epoch 1845 | loss: 0.0311694 | val_loss: 0.0311766 | Time: 1615.19 ms
[2021-10-04 13:03:17 main:581] : INFO : Epoch 1846 | loss: 0.0311702 | val_loss: 0.0311766 | Time: 1660.47 ms
[2021-10-04 13:03:19 main:581] : INFO : Epoch 1847 | loss: 0.0311738 | val_loss: 0.0311768 | Time: 1747.71 ms
[2021-10-04 13:03:20 main:581] : INFO : Epoch 1848 | loss: 0.0311735 | val_loss: 0.0311863 | Time: 1616.07 ms
[2021-10-04 13:03:22 main:581] : INFO : Epoch 1849 | loss: 0.031174 | val_loss: 0.0311785 | Time: 1646.2 ms
[2021-10-04 13:03:24 main:581] : INFO : Epoch 1850 | loss: 0.0311729 | val_loss: 0.0311806 | Time: 1646.07 ms
[2021-10-04 13:03:25 main:581] : INFO : Epoch 1851 | loss: 0.0311742 | val_loss: 0.0311792 | Time: 1605.13 ms
[2021-10-04 13:03:27 main:581] : INFO : Epoch 1852 | loss: 0.0311736 | val_loss: 0.0311754 | Time: 1635.18 ms
[2021-10-04 13:03:29 main:581] : INFO : Epoch 1853 | loss: 0.031171 | val_loss: 0.0311757 | Time: 1701.57 ms
[2021-10-04 13:03:30 main:581] : INFO : Epoch 1854 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 1711.38 ms
[2021-10-04 13:03:32 main:581] : INFO : Epoch 1855 | loss: 0.0311709 | val_loss: 0.0311756 | Time: 1645.66 ms
[2021-10-04 13:03:34 main:581] : INFO : Epoch 1856 | loss: 0.0311702 | val_loss: 0.0311766 | Time: 1594.3 ms
[2021-10-04 13:03:35 main:581] : INFO : Epoch 1857 | loss: 0.0311691 | val_loss: 0.031175 | Time: 1542.63 ms
[2021-10-04 13:03:37 main:581] : INFO : Epoch 1858 | loss: 0.0311691 | val_loss: 0.0311793 | Time: 1554.41 ms
[2021-10-04 13:03:38 main:581] : INFO : Epoch 1859 | loss: 0.0311734 | val_loss: 0.0311793 | Time: 1529.86 ms
[2021-10-04 13:03:40 main:581] : INFO : Epoch 1860 | loss: 0.0311743 | val_loss: 0.0311788 | Time: 1548.49 ms
[2021-10-04 13:03:41 main:581] : INFO : Epoch 1861 | loss: 0.031173 | val_loss: 0.0311793 | Time: 1671.18 ms
[2021-10-04 13:03:43 main:581] : INFO : Epoch 1862 | loss: 0.0311727 | val_loss: 0.0311772 | Time: 1708.93 ms
[2021-10-04 13:03:45 main:581] : INFO : Epoch 1863 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 1684.34 ms
[2021-10-04 13:03:46 main:581] : INFO : Epoch 1864 | loss: 0.031171 | val_loss: 0.0311775 | Time: 1613.36 ms
[2021-10-04 13:03:48 main:581] : INFO : Epoch 1865 | loss: 0.0311708 | val_loss: 0.0311819 | Time: 1628.77 ms
[2021-10-04 13:03:50 main:581] : INFO : Epoch 1866 | loss: 0.0311713 | val_loss: 0.0311808 | Time: 1656.12 ms
[2021-10-04 13:03:51 main:581] : INFO : Epoch 1867 | loss: 0.031171 | val_loss: 0.0311764 | Time: 1676.69 ms
[2021-10-04 13:03:53 main:581] : INFO : Epoch 1868 | loss: 0.0311708 | val_loss: 0.0311777 | Time: 1488.87 ms
[2021-10-04 13:03:54 main:581] : INFO : Epoch 1869 | loss: 0.0311699 | val_loss: 0.0311751 | Time: 1501.04 ms
[2021-10-04 13:03:56 main:581] : INFO : Epoch 1870 | loss: 0.0311691 | val_loss: 0.0311775 | Time: 1683.92 ms
[2021-10-04 13:03:58 main:581] : INFO : Epoch 1871 | loss: 0.0311696 | val_loss: 0.0311827 | Time: 1714.98 ms
[2021-10-04 13:03:59 main:581] : INFO : Epoch 1872 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 1610.15 ms
[2021-10-04 13:04:01 main:581] : INFO : Epoch 1873 | loss: 0.0311682 | val_loss: 0.0311776 | Time: 1475.4 ms
[2021-10-04 13:04:02 main:581] : INFO : Epoch 1874 | loss: 0.0311691 | val_loss: 0.0311771 | Time: 1515.13 ms
[2021-10-04 13:04:04 main:581] : INFO : Epoch 1875 | loss: 0.0311686 | val_loss: 0.0311754 | Time: 1528.87 ms
[2021-10-04 13:04:05 main:581] : INFO : Epoch 1876 | loss: 0.0311676 | val_loss: 0.0311782 | Time: 1462.55 ms
[2021-10-04 13:04:07 main:581] : INFO : Epoch 1877 | loss: 0.0311677 | val_loss: 0.0311757 | Time: 1727.03 ms
[2021-10-04 13:04:09 main:581] : INFO : Epoch 1878 | loss: 0.0311683 | val_loss: 0.0311763 | Time: 1566.23 ms
[2021-10-04 13:04:10 main:581] : INFO : Epoch 1879 | loss: 0.0311674 | val_loss: 0.0311783 | Time: 1595.67 ms
[2021-10-04 13:04:12 main:581] : INFO : Epoch 1880 | loss: 0.0311681 | val_loss: 0.0311784 | Time: 1620.33 ms
[2021-10-04 13:04:14 main:581] : INFO : Epoch 1881 | loss: 0.0311665 | val_loss: 0.0311768 | Time: 1621.5 ms
[2021-10-04 13:04:15 main:581] : INFO : Epoch 1882 | loss: 0.0311674 | val_loss: 0.0311771 | Time: 1617.07 ms
[2021-10-04 13:04:17 main:581] : INFO : Epoch 1883 | loss: 0.0311668 | val_loss: 0.0311806 | Time: 1504.76 ms
[2021-10-04 13:04:18 main:581] : INFO : Epoch 1884 | loss: 0.0311675 | val_loss: 0.0311789 | Time: 1402.63 ms
[2021-10-04 13:04:20 main:581] : INFO : Epoch 1885 | loss: 0.031167 | val_loss: 0.0311784 | Time: 1503.75 ms
[2021-10-04 13:04:21 main:581] : INFO : Epoch 1886 | loss: 0.0311675 | val_loss: 0.031178 | Time: 1473.96 ms
[2021-10-04 13:04:23 main:581] : INFO : Epoch 1887 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 1574.34 ms
[2021-10-04 13:04:24 main:581] : INFO : Epoch 1888 | loss: 0.0311685 | val_loss: 0.0311781 | Time: 1529.95 ms
[2021-10-04 13:04:26 main:581] : INFO : Epoch 1889 | loss: 0.031169 | val_loss: 0.0311808 | Time: 1463.76 ms
[2021-10-04 13:04:27 main:581] : INFO : Epoch 1890 | loss: 0.0311693 | val_loss: 0.0311842 | Time: 1480.54 ms
[2021-10-04 13:04:29 main:581] : INFO : Epoch 1891 | loss: 0.0311737 | val_loss: 0.0311829 | Time: 1539.29 ms
[2021-10-04 13:04:30 main:581] : INFO : Epoch 1892 | loss: 0.0311715 | val_loss: 0.0311869 | Time: 1611.45 ms
[2021-10-04 13:04:32 main:581] : INFO : Epoch 1893 | loss: 0.0311693 | val_loss: 0.0311786 | Time: 1620.19 ms
[2021-10-04 13:04:34 main:581] : INFO : Epoch 1894 | loss: 0.031167 | val_loss: 0.0311782 | Time: 1720.72 ms
[2021-10-04 13:04:35 main:581] : INFO : Epoch 1895 | loss: 0.0311701 | val_loss: 0.0311787 | Time: 1586.12 ms
[2021-10-04 13:04:37 main:581] : INFO : Epoch 1896 | loss: 0.0311687 | val_loss: 0.0311804 | Time: 1704.14 ms
[2021-10-04 13:04:38 main:581] : INFO : Epoch 1897 | loss: 0.0311679 | val_loss: 0.0311764 | Time: 1570.61 ms
[2021-10-04 13:04:40 main:581] : INFO : Epoch 1898 | loss: 0.0311677 | val_loss: 0.0311789 | Time: 1603.72 ms
[2021-10-04 13:04:42 main:581] : INFO : Epoch 1899 | loss: 0.0311684 | val_loss: 0.0311776 | Time: 1547.57 ms
[2021-10-04 13:04:43 main:581] : INFO : Epoch 1900 | loss: 0.0311678 | val_loss: 0.0311758 | Time: 1483.38 ms
[2021-10-04 13:04:45 main:581] : INFO : Epoch 1901 | loss: 0.0311704 | val_loss: 0.0311801 | Time: 1480.01 ms
[2021-10-04 13:04:46 main:581] : INFO : Epoch 1902 | loss: 0.0311749 | val_loss: 0.0311782 | Time: 1594.84 ms
[2021-10-04 13:04:48 main:581] : INFO : Epoch 1903 | loss: 0.0311727 | val_loss: 0.0311775 | Time: 1412.7 ms
[2021-10-04 13:04:49 main:581] : INFO : Epoch 1904 | loss: 0.0311724 | val_loss: 0.0311764 | Time: 1612.45 ms
[2021-10-04 13:04:51 main:581] : INFO : Epoch 1905 | loss: 0.031171 | val_loss: 0.0311792 | Time: 1599.88 ms
[2021-10-04 13:04:52 main:581] : INFO : Epoch 1906 | loss: 0.0311711 | val_loss: 0.0311761 | Time: 1627.21 ms
[2021-10-04 13:04:54 main:581] : INFO : Epoch 1907 | loss: 0.03117 | val_loss: 0.0311753 | Time: 1517.49 ms
[2021-10-04 13:04:56 main:581] : INFO : Epoch 1908 | loss: 0.0311691 | val_loss: 0.0311773 | Time: 1574.18 ms
[2021-10-04 13:04:57 main:581] : INFO : Epoch 1909 | loss: 0.0311706 | val_loss: 0.0311757 | Time: 1639.36 ms
[2021-10-04 13:04:59 main:581] : INFO : Epoch 1910 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 1632.81 ms
[2021-10-04 13:05:00 main:581] : INFO : Epoch 1911 | loss: 0.031169 | val_loss: 0.031181 | Time: 1617.26 ms
[2021-10-04 13:05:02 main:581] : INFO : Epoch 1912 | loss: 0.0311683 | val_loss: 0.031176 | Time: 1686.76 ms
[2021-10-04 13:05:04 main:581] : INFO : Epoch 1913 | loss: 0.0311684 | val_loss: 0.0311756 | Time: 1561.09 ms
[2021-10-04 13:05:05 main:581] : INFO : Epoch 1914 | loss: 0.0311681 | val_loss: 0.0311757 | Time: 1640.14 ms
[2021-10-04 13:05:07 main:581] : INFO : Epoch 1915 | loss: 0.0311681 | val_loss: 0.0311747 | Time: 1446.02 ms
[2021-10-04 13:05:08 main:581] : INFO : Epoch 1916 | loss: 0.0311677 | val_loss: 0.0311757 | Time: 1491.55 ms
[2021-10-04 13:05:10 main:581] : INFO : Epoch 1917 | loss: 0.0311679 | val_loss: 0.0311768 | Time: 1525.11 ms
[2021-10-04 13:05:11 main:581] : INFO : Epoch 1918 | loss: 0.0311671 | val_loss: 0.0311774 | Time: 1496.98 ms
[2021-10-04 13:05:13 main:581] : INFO : Epoch 1919 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 1483.25 ms
[2021-10-04 13:05:14 main:581] : INFO : Epoch 1920 | loss: 0.0311687 | val_loss: 0.0311784 | Time: 1513.8 ms
[2021-10-04 13:05:16 main:581] : INFO : Epoch 1921 | loss: 0.0311672 | val_loss: 0.0311811 | Time: 1557.6 ms
[2021-10-04 13:05:17 main:581] : INFO : Epoch 1922 | loss: 0.0311685 | val_loss: 0.0311793 | Time: 1605.24 ms
[2021-10-04 13:05:19 main:581] : INFO : Epoch 1923 | loss: 0.0311698 | val_loss: 0.0311782 | Time: 1709.83 ms
[2021-10-04 13:05:21 main:581] : INFO : Epoch 1924 | loss: 0.0311683 | val_loss: 0.0311784 | Time: 1655.4 ms
[2021-10-04 13:05:22 main:581] : INFO : Epoch 1925 | loss: 0.0311681 | val_loss: 0.0311798 | Time: 1603.93 ms
[2021-10-04 13:05:24 main:581] : INFO : Epoch 1926 | loss: 0.0311682 | val_loss: 0.0311781 | Time: 1710.78 ms
[2021-10-04 13:05:26 main:581] : INFO : Epoch 1927 | loss: 0.0311673 | val_loss: 0.0311791 | Time: 1584.72 ms
[2021-10-04 13:05:27 main:581] : INFO : Epoch 1928 | loss: 0.0311676 | val_loss: 0.0311802 | Time: 1709.55 ms
[2021-10-04 13:05:29 main:581] : INFO : Epoch 1929 | loss: 0.031167 | val_loss: 0.0311816 | Time: 1733.07 ms
[2021-10-04 13:05:31 main:581] : INFO : Epoch 1930 | loss: 0.031171 | val_loss: 0.0311839 | Time: 1614.25 ms
[2021-10-04 13:05:32 main:581] : INFO : Epoch 1931 | loss: 0.0311782 | val_loss: 0.0311879 | Time: 1542.1 ms
[2021-10-04 13:05:34 main:581] : INFO : Epoch 1932 | loss: 0.031174 | val_loss: 0.0311812 | Time: 1496.75 ms
[2021-10-04 13:05:35 main:581] : INFO : Epoch 1933 | loss: 0.0311739 | val_loss: 0.0311904 | Time: 1509.57 ms
[2021-10-04 13:05:37 main:581] : INFO : Epoch 1934 | loss: 0.0311681 | val_loss: 0.0311804 | Time: 1506.86 ms
[2021-10-04 13:05:38 main:581] : INFO : Epoch 1935 | loss: 0.0311655 | val_loss: 0.0311769 | Time: 1534.59 ms
[2021-10-04 13:05:40 main:581] : INFO : Epoch 1936 | loss: 0.0311656 | val_loss: 0.0311798 | Time: 1583.13 ms
[2021-10-04 13:05:41 main:581] : INFO : Epoch 1937 | loss: 0.0311653 | val_loss: 0.0311818 | Time: 1536.16 ms
[2021-10-04 13:05:43 main:581] : INFO : Epoch 1938 | loss: 0.0311655 | val_loss: 0.0311817 | Time: 1703.63 ms
[2021-10-04 13:05:45 main:581] : INFO : Epoch 1939 | loss: 0.0311654 | val_loss: 0.0311823 | Time: 1689.43 ms
[2021-10-04 13:05:46 main:581] : INFO : Epoch 1940 | loss: 0.0311652 | val_loss: 0.0311765 | Time: 1597.35 ms
[2021-10-04 13:05:48 main:581] : INFO : Epoch 1941 | loss: 0.031165 | val_loss: 0.0311749 | Time: 1524.31 ms
[2021-10-04 13:05:50 main:581] : INFO : Epoch 1942 | loss: 0.0311652 | val_loss: 0.0311748 | Time: 1650.05 ms
[2021-10-04 13:05:51 main:581] : INFO : Epoch 1943 | loss: 0.0311662 | val_loss: 0.0311781 | Time: 1620.99 ms
[2021-10-04 13:05:53 main:581] : INFO : Epoch 1944 | loss: 0.0311653 | val_loss: 0.0311744 | Time: 1515.27 ms
[2021-10-04 13:05:54 main:581] : INFO : Epoch 1945 | loss: 0.0311673 | val_loss: 0.0311783 | Time: 1620.34 ms
[2021-10-04 13:05:56 main:581] : INFO : Epoch 1946 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 1645.74 ms
[2021-10-04 13:05:58 main:581] : INFO : Epoch 1947 | loss: 0.0311665 | val_loss: 0.0311767 | Time: 1572.13 ms
[2021-10-04 13:05:59 main:581] : INFO : Epoch 1948 | loss: 0.0311661 | val_loss: 0.0311776 | Time: 1600.63 ms
[2021-10-04 13:06:01 main:581] : INFO : Epoch 1949 | loss: 0.0311662 | val_loss: 0.0311759 | Time: 1550.46 ms
[2021-10-04 13:06:02 main:581] : INFO : Epoch 1950 | loss: 0.0311679 | val_loss: 0.0311776 | Time: 1480.89 ms
[2021-10-04 13:06:04 main:581] : INFO : Epoch 1951 | loss: 0.0311692 | val_loss: 0.0311772 | Time: 1476.23 ms
[2021-10-04 13:06:05 main:581] : INFO : Epoch 1952 | loss: 0.0311696 | val_loss: 0.031178 | Time: 1596.06 ms
[2021-10-04 13:06:07 main:581] : INFO : Epoch 1953 | loss: 0.0311737 | val_loss: 0.0311795 | Time: 1565.01 ms
[2021-10-04 13:06:09 main:581] : INFO : Epoch 1954 | loss: 0.0311742 | val_loss: 0.0311844 | Time: 1638.08 ms
[2021-10-04 13:06:10 main:581] : INFO : Epoch 1955 | loss: 0.0311714 | val_loss: 0.0311775 | Time: 1650.23 ms
[2021-10-04 13:06:12 main:581] : INFO : Epoch 1956 | loss: 0.0311688 | val_loss: 0.0311756 | Time: 1668.31 ms
[2021-10-04 13:06:13 main:581] : INFO : Epoch 1957 | loss: 0.0311675 | val_loss: 0.031176 | Time: 1637.67 ms
[2021-10-04 13:06:15 main:581] : INFO : Epoch 1958 | loss: 0.0311671 | val_loss: 0.0311793 | Time: 1658.59 ms
[2021-10-04 13:06:17 main:581] : INFO : Epoch 1959 | loss: 0.031168 | val_loss: 0.0311784 | Time: 1686.4 ms
[2021-10-04 13:06:18 main:581] : INFO : Epoch 1960 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 1466.13 ms
[2021-10-04 13:06:20 main:581] : INFO : Epoch 1961 | loss: 0.031167 | val_loss: 0.0311802 | Time: 1561.09 ms
[2021-10-04 13:06:22 main:581] : INFO : Epoch 1962 | loss: 0.031168 | val_loss: 0.0311765 | Time: 1685.47 ms
[2021-10-04 13:06:23 main:581] : INFO : Epoch 1963 | loss: 0.0311689 | val_loss: 0.0311816 | Time: 1654.75 ms
[2021-10-04 13:06:25 main:581] : INFO : Epoch 1964 | loss: 0.0311681 | val_loss: 0.0311764 | Time: 1591.36 ms
[2021-10-04 13:06:26 main:581] : INFO : Epoch 1965 | loss: 0.0311679 | val_loss: 0.0311765 | Time: 1555.61 ms
[2021-10-04 13:06:28 main:581] : INFO : Epoch 1966 | loss: 0.0311668 | val_loss: 0.0311754 | Time: 1498.76 ms
[2021-10-04 13:06:29 main:581] : INFO : Epoch 1967 | loss: 0.0311691 | val_loss: 0.0311769 | Time: 1506.68 ms
[2021-10-04 13:06:31 main:581] : INFO : Epoch 1968 | loss: 0.0311744 | val_loss: 0.0311794 | Time: 1492.79 ms
[2021-10-04 13:06:33 main:581] : INFO : Epoch 1969 | loss: 0.031176 | val_loss: 0.0311779 | Time: 1688.24 ms
[2021-10-04 13:06:34 main:581] : INFO : Epoch 1970 | loss: 0.0311735 | val_loss: 0.0311765 | Time: 1674.2 ms
[2021-10-04 13:06:36 main:581] : INFO : Epoch 1971 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 1632.49 ms
[2021-10-04 13:06:38 main:581] : INFO : Epoch 1972 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 1664.8 ms
[2021-10-04 13:06:39 main:581] : INFO : Epoch 1973 | loss: 0.0311719 | val_loss: 0.0311784 | Time: 1634.62 ms
[2021-10-04 13:06:41 main:581] : INFO : Epoch 1974 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 1573.93 ms
[2021-10-04 13:06:42 main:581] : INFO : Epoch 1975 | loss: 0.0311693 | val_loss: 0.03118 | Time: 1516.58 ms
[2021-10-04 13:06:44 main:581] : INFO : Epoch 1976 | loss: 0.0311699 | val_loss: 0.0311795 | Time: 1593.67 ms
[2021-10-04 13:06:45 main:581] : INFO : Epoch 1977 | loss: 0.0311717 | val_loss: 0.0311782 | Time: 1572.14 ms
[2021-10-04 13:06:47 main:581] : INFO : Epoch 1978 | loss: 0.0311725 | val_loss: 0.0311779 | Time: 1592.06 ms
[2021-10-04 13:06:49 main:581] : INFO : Epoch 1979 | loss: 0.0311711 | val_loss: 0.0311769 | Time: 1648.69 ms
[2021-10-04 13:06:50 main:581] : INFO : Epoch 1980 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 1692.55 ms
[2021-10-04 13:06:52 main:581] : INFO : Epoch 1981 | loss: 0.0311721 | val_loss: 0.0311823 | Time: 1603.46 ms
[2021-10-04 13:06:54 main:581] : INFO : Epoch 1982 | loss: 0.0311717 | val_loss: 0.0311801 | Time: 1603.2 ms
[2021-10-04 13:06:55 main:581] : INFO : Epoch 1983 | loss: 0.0311701 | val_loss: 0.0311767 | Time: 1663.85 ms
[2021-10-04 13:06:57 main:581] : INFO : Epoch 1984 | loss: 0.0311684 | val_loss: 0.0311784 | Time: 1739.81 ms
[2021-10-04 13:06:59 main:581] : INFO : Epoch 1985 | loss: 0.0311687 | val_loss: 0.0311772 | Time: 1679.42 ms
[2021-10-04 13:07:00 main:581] : INFO : Epoch 1986 | loss: 0.0311683 | val_loss: 0.0311768 | Time: 1564.44 ms
[2021-10-04 13:07:02 main:581] : INFO : Epoch 1987 | loss: 0.0311683 | val_loss: 0.0311758 | Time: 1717.06 ms
[2021-10-04 13:07:04 main:581] : INFO : Epoch 1988 | loss: 0.0311677 | val_loss: 0.0311764 | Time: 1590.53 ms
[2021-10-04 13:07:05 main:581] : INFO : Epoch 1989 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 1781.4 ms
[2021-10-04 13:07:07 main:581] : INFO : Epoch 1990 | loss: 0.0311666 | val_loss: 0.0311782 | Time: 1601.49 ms
[2021-10-04 13:07:08 main:581] : INFO : Epoch 1991 | loss: 0.0311668 | val_loss: 0.0311771 | Time: 1602.22 ms
[2021-10-04 13:07:10 main:581] : INFO : Epoch 1992 | loss: 0.0311674 | val_loss: 0.0311757 | Time: 1617.54 ms
[2021-10-04 13:07:12 main:581] : INFO : Epoch 1993 | loss: 0.0311669 | val_loss: 0.0311756 | Time: 1716.59 ms
[2021-10-04 13:07:13 main:581] : INFO : Epoch 1994 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 1598.94 ms
[2021-10-04 13:07:15 main:581] : INFO : Epoch 1995 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 1628.24 ms
[2021-10-04 13:07:17 main:581] : INFO : Epoch 1996 | loss: 0.0311721 | val_loss: 0.0311789 | Time: 1656.69 ms
[2021-10-04 13:07:18 main:581] : INFO : Epoch 1997 | loss: 0.0311718 | val_loss: 0.0311774 | Time: 1663.72 ms
[2021-10-04 13:07:20 main:581] : INFO : Epoch 1998 | loss: 0.0311713 | val_loss: 0.0311758 | Time: 1664.39 ms
[2021-10-04 13:07:22 main:581] : INFO : Epoch 1999 | loss: 0.0311712 | val_loss: 0.0311769 | Time: 1657.97 ms
[2021-10-04 13:07:23 main:581] : INFO : Epoch 2000 | loss: 0.0311859 | val_loss: 0.031185 | Time: 1708.42 ms
[2021-10-04 13:07:25 main:581] : INFO : Epoch 2001 | loss: 0.0324626 | val_loss: 0.0341504 | Time: 1570.34 ms
[2021-10-04 13:07:26 main:581] : INFO : Epoch 2002 | loss: 0.0357537 | val_loss: 0.0346812 | Time: 1477.26 ms
[2021-10-04 13:07:28 main:581] : INFO : Epoch 2003 | loss: 0.0324096 | val_loss: 0.031493 | Time: 1615.16 ms
[2021-10-04 13:07:30 main:581] : INFO : Epoch 2004 | loss: 0.0313602 | val_loss: 0.0312496 | Time: 1560.94 ms
[2021-10-04 13:07:31 main:581] : INFO : Epoch 2005 | loss: 0.0312181 | val_loss: 0.0311884 | Time: 1504.65 ms
[2021-10-04 13:07:33 main:581] : INFO : Epoch 2006 | loss: 0.031188 | val_loss: 0.0311806 | Time: 1572.76 ms
[2021-10-04 13:07:34 main:581] : INFO : Epoch 2007 | loss: 0.0311846 | val_loss: 0.0311807 | Time: 1556.78 ms
[2021-10-04 13:07:36 main:581] : INFO : Epoch 2008 | loss: 0.0311837 | val_loss: 0.0311821 | Time: 1694.23 ms
[2021-10-04 13:07:38 main:581] : INFO : Epoch 2009 | loss: 0.0311922 | val_loss: 0.0311899 | Time: 1655.36 ms
[2021-10-04 13:07:39 main:581] : INFO : Epoch 2010 | loss: 0.0311948 | val_loss: 0.0311875 | Time: 1565.89 ms
[2021-10-04 13:07:41 main:581] : INFO : Epoch 2011 | loss: 0.0311937 | val_loss: 0.031187 | Time: 1659.74 ms
[2021-10-04 13:07:43 main:581] : INFO : Epoch 2012 | loss: 0.0311919 | val_loss: 0.0311857 | Time: 1679.69 ms
[2021-10-04 13:07:44 main:581] : INFO : Epoch 2013 | loss: 0.0311904 | val_loss: 0.0311841 | Time: 1662.21 ms
[2021-10-04 13:07:46 main:581] : INFO : Epoch 2014 | loss: 0.0311889 | val_loss: 0.0311829 | Time: 1648.37 ms
[2021-10-04 13:07:47 main:581] : INFO : Epoch 2015 | loss: 0.0311878 | val_loss: 0.0311825 | Time: 1616.09 ms
[2021-10-04 13:07:49 main:581] : INFO : Epoch 2016 | loss: 0.0311877 | val_loss: 0.0311817 | Time: 1703.26 ms
[2021-10-04 13:07:51 main:581] : INFO : Epoch 2017 | loss: 0.0311867 | val_loss: 0.0311811 | Time: 1605.97 ms
[2021-10-04 13:07:52 main:581] : INFO : Epoch 2018 | loss: 0.0311856 | val_loss: 0.0311818 | Time: 1533.36 ms
[2021-10-04 13:07:54 main:581] : INFO : Epoch 2019 | loss: 0.0311859 | val_loss: 0.0311811 | Time: 1569.18 ms
[2021-10-04 13:07:55 main:581] : INFO : Epoch 2020 | loss: 0.0311854 | val_loss: 0.0311807 | Time: 1534.04 ms
[2021-10-04 13:07:57 main:581] : INFO : Epoch 2021 | loss: 0.0311845 | val_loss: 0.0311808 | Time: 1606.08 ms
[2021-10-04 13:07:58 main:581] : INFO : Epoch 2022 | loss: 0.0311842 | val_loss: 0.0311799 | Time: 1458.17 ms
[2021-10-04 13:08:00 main:581] : INFO : Epoch 2023 | loss: 0.0311844 | val_loss: 0.0311797 | Time: 1568.58 ms
[2021-10-04 13:08:02 main:581] : INFO : Epoch 2024 | loss: 0.0311844 | val_loss: 0.0311795 | Time: 1720.35 ms
[2021-10-04 13:08:04 main:581] : INFO : Epoch 2025 | loss: 0.031184 | val_loss: 0.0311802 | Time: 1753.07 ms
[2021-10-04 13:08:05 main:581] : INFO : Epoch 2026 | loss: 0.0311839 | val_loss: 0.0311791 | Time: 1646 ms
[2021-10-04 13:08:07 main:581] : INFO : Epoch 2027 | loss: 0.0311839 | val_loss: 0.0311789 | Time: 1706.66 ms
[2021-10-04 13:08:09 main:581] : INFO : Epoch 2028 | loss: 0.0311831 | val_loss: 0.0311798 | Time: 1734.92 ms
[2021-10-04 13:08:10 main:581] : INFO : Epoch 2029 | loss: 0.031184 | val_loss: 0.0311792 | Time: 1645.32 ms
[2021-10-04 13:08:12 main:581] : INFO : Epoch 2030 | loss: 0.0311838 | val_loss: 0.0311789 | Time: 1508.73 ms
[2021-10-04 13:08:13 main:581] : INFO : Epoch 2031 | loss: 0.0311843 | val_loss: 0.0311808 | Time: 1681.21 ms
[2021-10-04 13:08:15 main:581] : INFO : Epoch 2032 | loss: 0.0311844 | val_loss: 0.0311788 | Time: 1693.89 ms
[2021-10-04 13:08:17 main:581] : INFO : Epoch 2033 | loss: 0.0311836 | val_loss: 0.0311784 | Time: 1710.51 ms
[2021-10-04 13:08:18 main:581] : INFO : Epoch 2034 | loss: 0.0311828 | val_loss: 0.0311783 | Time: 1570.59 ms
[2021-10-04 13:08:20 main:581] : INFO : Epoch 2035 | loss: 0.0311824 | val_loss: 0.0311781 | Time: 1627.08 ms
[2021-10-04 13:08:22 main:581] : INFO : Epoch 2036 | loss: 0.031183 | val_loss: 0.0311782 | Time: 1622.76 ms
[2021-10-04 13:08:23 main:581] : INFO : Epoch 2037 | loss: 0.0311833 | val_loss: 0.0311772 | Time: 1554.93 ms
[2021-10-04 13:08:25 main:581] : INFO : Epoch 2038 | loss: 0.0311829 | val_loss: 0.0311795 | Time: 1594.3 ms
[2021-10-04 13:08:26 main:581] : INFO : Epoch 2039 | loss: 0.0311823 | val_loss: 0.031177 | Time: 1574.26 ms
[2021-10-04 13:08:28 main:581] : INFO : Epoch 2040 | loss: 0.0311811 | val_loss: 0.0311766 | Time: 1700.19 ms
[2021-10-04 13:08:30 main:581] : INFO : Epoch 2041 | loss: 0.0311817 | val_loss: 0.0311766 | Time: 1702.62 ms
[2021-10-04 13:08:31 main:581] : INFO : Epoch 2042 | loss: 0.031182 | val_loss: 0.0311771 | Time: 1633.06 ms
[2021-10-04 13:08:33 main:581] : INFO : Epoch 2043 | loss: 0.0311813 | val_loss: 0.0311763 | Time: 1659.78 ms
[2021-10-04 13:08:35 main:581] : INFO : Epoch 2044 | loss: 0.0311805 | val_loss: 0.0311782 | Time: 1725.36 ms
[2021-10-04 13:08:36 main:581] : INFO : Epoch 2045 | loss: 0.0311808 | val_loss: 0.0311759 | Time: 1404.79 ms
[2021-10-04 13:08:38 main:581] : INFO : Epoch 2046 | loss: 0.031181 | val_loss: 0.0311779 | Time: 1499.46 ms
[2021-10-04 13:08:39 main:581] : INFO : Epoch 2047 | loss: 0.0311806 | val_loss: 0.0311777 | Time: 1640.45 ms
[2021-10-04 13:08:41 main:581] : INFO : Epoch 2048 | loss: 0.0311807 | val_loss: 0.0311787 | Time: 1679.91 ms
[2021-10-04 13:08:41 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311787
[2021-10-04 13:08:41 main:610] : INFO : Saving end state to config to file
[2021-10-04 13:08:41 main:615] : INFO : Success, exiting..
13:08:41 (20433): 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)