Task 9553353
| Name | ParityModified-1636228197-16966-2-0_1 |
| Workunit | 6564617 |
| Created | 7 Dec 2021, 7:30:46 UTC |
| Sent | 7 Dec 2021, 8:16:25 UTC |
| Report deadline | 15 Dec 2021, 8:16:25 UTC |
| Received | 7 Dec 2021, 11:51:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12966 |
| Run time | 59 min 33 sec |
| CPU time | 59 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,943.34 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 | 2.99 GB |
Stderr output
<core_client_version>7.16.17</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 1757.93 ms
[2021-12-07 02:36:18 main:581] : INFO : Epoch 1539 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 1687.77 ms
[2021-12-07 02:36:19 main:581] : INFO : Epoch 1540 | loss: 0.0311741 | val_loss: 0.0311782 | Time: 1708.79 ms
[2021-12-07 02:36:21 main:581] : INFO : Epoch 1541 | loss: 0.0311729 | val_loss: 0.0311762 | Time: 1749.58 ms
[2021-12-07 02:36:23 main:581] : INFO : Epoch 1542 | loss: 0.0311708 | val_loss: 0.0311761 | Time: 1727.7 ms
[2021-12-07 02:36:25 main:581] : INFO : Epoch 1543 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 1739.28 ms
[2021-12-07 02:36:26 main:581] : INFO : Epoch 1544 | loss: 0.0311737 | val_loss: 0.0311797 | Time: 1733.18 ms
[2021-12-07 02:36:28 main:581] : INFO : Epoch 1545 | loss: 0.0311719 | val_loss: 0.0311747 | Time: 1742.06 ms
[2021-12-07 02:36:30 main:581] : INFO : Epoch 1546 | loss: 0.0311705 | val_loss: 0.0311733 | Time: 1739.85 ms
[2021-12-07 02:36:32 main:581] : INFO : Epoch 1547 | loss: 0.0311691 | val_loss: 0.0311774 | Time: 1736.79 ms
[2021-12-07 02:36:33 main:581] : INFO : Epoch 1548 | loss: 0.0311724 | val_loss: 0.0311746 | Time: 1741.41 ms
[2021-12-07 02:36:35 main:581] : INFO : Epoch 1549 | loss: 0.0311701 | val_loss: 0.0311751 | Time: 1745.54 ms
[2021-12-07 02:36:37 main:581] : INFO : Epoch 1550 | loss: 0.0311702 | val_loss: 0.0311771 | Time: 1694.97 ms
[2021-12-07 02:36:38 main:581] : INFO : Epoch 1551 | loss: 0.0311695 | val_loss: 0.0311738 | Time: 1729.91 ms
[2021-12-07 02:36:40 main:581] : INFO : Epoch 1552 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 1726.13 ms
[2021-12-07 02:36:42 main:581] : INFO : Epoch 1553 | loss: 0.031171 | val_loss: 0.0311777 | Time: 1719.22 ms
[2021-12-07 02:36:44 main:581] : INFO : Epoch 1554 | loss: 0.0311698 | val_loss: 0.0311751 | Time: 1762.29 ms
[2021-12-07 02:36:45 main:581] : INFO : Epoch 1555 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 1674.24 ms
[2021-12-07 02:36:47 main:581] : INFO : Epoch 1556 | loss: 0.031169 | val_loss: 0.0311747 | Time: 1733 ms
[2021-12-07 02:36:49 main:581] : INFO : Epoch 1557 | loss: 0.0311689 | val_loss: 0.0311733 | Time: 1726.64 ms
[2021-12-07 02:36:51 main:581] : INFO : Epoch 1558 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 1775.86 ms
[2021-12-07 02:36:52 main:581] : INFO : Epoch 1559 | loss: 0.0311684 | val_loss: 0.0311755 | Time: 1729.7 ms
[2021-12-07 02:36:54 main:581] : INFO : Epoch 1560 | loss: 0.0311682 | val_loss: 0.0311747 | Time: 1702.33 ms
[2021-12-07 02:36:56 main:581] : INFO : Epoch 1561 | loss: 0.0311685 | val_loss: 0.0311741 | Time: 1744.86 ms
[2021-12-07 02:36:58 main:581] : INFO : Epoch 1562 | loss: 0.0311675 | val_loss: 0.0311766 | Time: 1758.77 ms
[2021-12-07 02:36:59 main:581] : INFO : Epoch 1563 | loss: 0.0311677 | val_loss: 0.0311766 | Time: 1739.4 ms
[2021-12-07 02:37:01 main:581] : INFO : Epoch 1564 | loss: 0.0311675 | val_loss: 0.0311754 | Time: 1771.35 ms
[2021-12-07 02:37:03 main:581] : INFO : Epoch 1565 | loss: 0.0311671 | val_loss: 0.0311769 | Time: 1761.92 ms
[2021-12-07 02:37:05 main:581] : INFO : Epoch 1566 | loss: 0.0311658 | val_loss: 0.0311726 | Time: 1713.86 ms
[2021-12-07 02:37:06 main:581] : INFO : Epoch 1567 | loss: 0.0311654 | val_loss: 0.0311714 | Time: 1712.82 ms
[2021-12-07 02:37:08 main:581] : INFO : Epoch 1568 | loss: 0.0311649 | val_loss: 0.0311732 | Time: 1737.23 ms
[2021-12-07 02:37:10 main:581] : INFO : Epoch 1569 | loss: 0.0311649 | val_loss: 0.0311716 | Time: 1738.23 ms
[2021-12-07 02:37:11 main:581] : INFO : Epoch 1570 | loss: 0.0311665 | val_loss: 0.0311749 | Time: 1740.19 ms
[2021-12-07 02:37:13 main:581] : INFO : Epoch 1571 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 1747.91 ms
[2021-12-07 02:37:15 main:581] : INFO : Epoch 1572 | loss: 0.0311666 | val_loss: 0.0311721 | Time: 1755.75 ms
[2021-12-07 02:37:17 main:581] : INFO : Epoch 1573 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 1727.62 ms
[2021-12-07 02:37:18 main:581] : INFO : Epoch 1574 | loss: 0.0311662 | val_loss: 0.0311714 | Time: 1768.97 ms
[2021-12-07 02:37:20 main:581] : INFO : Epoch 1575 | loss: 0.0311648 | val_loss: 0.0311706 | Time: 1745.6 ms
[2021-12-07 02:37:22 main:581] : INFO : Epoch 1576 | loss: 0.0311648 | val_loss: 0.0311721 | Time: 1726.75 ms
[2021-12-07 02:37:24 main:581] : INFO : Epoch 1577 | loss: 0.0311631 | val_loss: 0.0311712 | Time: 1749.71 ms
[2021-12-07 02:37:25 main:581] : INFO : Epoch 1578 | loss: 0.031165 | val_loss: 0.0311755 | Time: 1749.12 ms
[2021-12-07 02:37:27 main:581] : INFO : Epoch 1579 | loss: 0.0311701 | val_loss: 0.0311734 | Time: 1731.28 ms
[2021-12-07 02:37:29 main:581] : INFO : Epoch 1580 | loss: 0.031168 | val_loss: 0.0311745 | Time: 1722.81 ms
[2021-12-07 02:37:31 main:581] : INFO : Epoch 1581 | loss: 0.031168 | val_loss: 0.0311758 | Time: 1749.39 ms
[2021-12-07 02:37:32 main:581] : INFO : Epoch 1582 | loss: 0.0311671 | val_loss: 0.0311721 | Time: 1737.83 ms
[2021-12-07 02:37:34 main:581] : INFO : Epoch 1583 | loss: 0.031165 | val_loss: 0.0311694 | Time: 1762.77 ms
[2021-12-07 02:37:36 main:581] : INFO : Epoch 1584 | loss: 0.0311636 | val_loss: 0.0311694 | Time: 1726.02 ms
[2021-12-07 02:37:38 main:581] : INFO : Epoch 1585 | loss: 0.0311661 | val_loss: 0.0311716 | Time: 1764.04 ms
[2021-12-07 02:37:39 main:581] : INFO : Epoch 1586 | loss: 0.0311645 | val_loss: 0.0311693 | Time: 1765.78 ms
[2021-12-07 02:37:41 main:581] : INFO : Epoch 1587 | loss: 0.0311632 | val_loss: 0.0311721 | Time: 1753.49 ms
[2021-12-07 02:37:43 main:581] : INFO : Epoch 1588 | loss: 0.0311637 | val_loss: 0.03117 | Time: 1763.91 ms
[2021-12-07 02:37:45 main:581] : INFO : Epoch 1589 | loss: 0.0311633 | val_loss: 0.0311718 | Time: 1752.39 ms
[2021-12-07 02:37:46 main:581] : INFO : Epoch 1590 | loss: 0.0311634 | val_loss: 0.0311724 | Time: 1755.44 ms
[2021-12-07 02:37:48 main:581] : INFO : Epoch 1591 | loss: 0.0311657 | val_loss: 0.0311713 | Time: 1762.69 ms
[2021-12-07 02:37:50 main:581] : INFO : Epoch 1592 | loss: 0.0311655 | val_loss: 0.031172 | Time: 1734.99 ms
[2021-12-07 02:37:52 main:581] : INFO : Epoch 1593 | loss: 0.0311667 | val_loss: 0.0311721 | Time: 1724.86 ms
[2021-12-07 02:37:53 main:581] : INFO : Epoch 1594 | loss: 0.0311668 | val_loss: 0.0311719 | Time: 1753.21 ms
[2021-12-07 02:37:55 main:581] : INFO : Epoch 1595 | loss: 0.0311651 | val_loss: 0.0311712 | Time: 1750.03 ms
[2021-12-07 02:37:57 main:581] : INFO : Epoch 1596 | loss: 0.031164 | val_loss: 0.0311732 | Time: 1730.6 ms
[2021-12-07 02:37:59 main:581] : INFO : Epoch 1597 | loss: 0.0311637 | val_loss: 0.0311723 | Time: 1726.31 ms
[2021-12-07 02:38:00 main:581] : INFO : Epoch 1598 | loss: 0.0311626 | val_loss: 0.0311705 | Time: 1749.51 ms
[2021-12-07 02:38:02 main:581] : INFO : Epoch 1599 | loss: 0.0311623 | val_loss: 0.0311703 | Time: 1745.8 ms
[2021-12-07 02:38:04 main:581] : INFO : Epoch 1600 | loss: 0.0311621 | val_loss: 0.0311721 | Time: 1727.03 ms
[2021-12-07 02:38:06 main:581] : INFO : Epoch 1601 | loss: 0.0311632 | val_loss: 0.0311709 | Time: 1736.26 ms
[2021-12-07 02:38:07 main:581] : INFO : Epoch 1602 | loss: 0.0311652 | val_loss: 0.0311742 | Time: 1727.35 ms
[2021-12-07 02:38:09 main:581] : INFO : Epoch 1603 | loss: 0.0311629 | val_loss: 0.0311706 | Time: 1724.7 ms
[2021-12-07 02:38:11 main:581] : INFO : Epoch 1604 | loss: 0.0311634 | val_loss: 0.031173 | Time: 1716.54 ms
[2021-12-07 02:38:12 main:581] : INFO : Epoch 1605 | loss: 0.0311628 | val_loss: 0.0311705 | Time: 1743.46 ms
[2021-12-07 02:38:14 main:581] : INFO : Epoch 1606 | loss: 0.0311623 | val_loss: 0.0311742 | Time: 1736.34 ms
[2021-12-07 02:38:16 main:581] : INFO : Epoch 1607 | loss: 0.0311637 | val_loss: 0.0311702 | Time: 1750.4 ms
[2021-12-07 02:38:18 main:581] : INFO : Epoch 1608 | loss: 0.0311637 | val_loss: 0.0311719 | Time: 1744.96 ms
[2021-12-07 02:38:19 main:581] : INFO : Epoch 1609 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 1762.49 ms
[2021-12-07 02:38:21 main:581] : INFO : Epoch 1610 | loss: 0.0311629 | val_loss: 0.0311726 | Time: 1747.07 ms
[2021-12-07 02:38:23 main:581] : INFO : Epoch 1611 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 1751.55 ms
[2021-12-07 02:38:25 main:581] : INFO : Epoch 1612 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 1740.62 ms
[2021-12-07 02:38:26 main:581] : INFO : Epoch 1613 | loss: 0.0311651 | val_loss: 0.0311744 | Time: 1738.9 ms
[2021-12-07 02:38:28 main:581] : INFO : Epoch 1614 | loss: 0.0311671 | val_loss: 0.0311734 | Time: 1748.28 ms
[2021-12-07 02:38:30 main:581] : INFO : Epoch 1615 | loss: 0.031165 | val_loss: 0.031181 | Time: 1749.56 ms
[2021-12-07 02:38:32 main:581] : INFO : Epoch 1616 | loss: 0.0311654 | val_loss: 0.0311814 | Time: 1727.97 ms
[2021-12-07 02:38:33 main:581] : INFO : Epoch 1617 | loss: 0.0311673 | val_loss: 0.0311697 | Time: 1735.55 ms
[2021-12-07 02:38:35 main:581] : INFO : Epoch 1618 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 1742.36 ms
[2021-12-07 02:38:37 main:581] : INFO : Epoch 1619 | loss: 0.0311678 | val_loss: 0.0311767 | Time: 1735.14 ms
[2021-12-07 02:38:39 main:581] : INFO : Epoch 1620 | loss: 0.0311655 | val_loss: 0.0311707 | Time: 1759.98 ms
[2021-12-07 02:38:40 main:581] : INFO : Epoch 1621 | loss: 0.0311635 | val_loss: 0.0311765 | Time: 1770.39 ms
[2021-12-07 02:38:42 main:581] : INFO : Epoch 1622 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 1739.13 ms
[2021-12-07 02:38:44 main:581] : INFO : Epoch 1623 | loss: 0.0311642 | val_loss: 0.0311728 | Time: 1733.5 ms
[2021-12-07 02:38:46 main:581] : INFO : Epoch 1624 | loss: 0.0311643 | val_loss: 0.031172 | Time: 1682.99 ms
[2021-12-07 02:38:47 main:581] : INFO : Epoch 1625 | loss: 0.0311645 | val_loss: 0.0311717 | Time: 1727.21 ms
[2021-12-07 02:38:49 main:581] : INFO : Epoch 1626 | loss: 0.0311672 | val_loss: 0.0311746 | Time: 1733.14 ms
[2021-12-07 02:38:51 main:581] : INFO : Epoch 1627 | loss: 0.0311673 | val_loss: 0.0311754 | Time: 1727.74 ms
[2021-12-07 02:38:52 main:581] : INFO : Epoch 1628 | loss: 0.0311665 | val_loss: 0.0311719 | Time: 1731.73 ms
[2021-12-07 02:38:54 main:581] : INFO : Epoch 1629 | loss: 0.0311692 | val_loss: 0.031178 | Time: 1737.43 ms
[2021-12-07 02:38:56 main:581] : INFO : Epoch 1630 | loss: 0.0311753 | val_loss: 0.031175 | Time: 1730.96 ms
[2021-12-07 02:38:58 main:581] : INFO : Epoch 1631 | loss: 0.0311748 | val_loss: 0.0311746 | Time: 1735.59 ms
[2021-12-07 02:38:59 main:581] : INFO : Epoch 1632 | loss: 0.0311725 | val_loss: 0.031174 | Time: 1725.23 ms
[2021-12-07 02:39:01 main:581] : INFO : Epoch 1633 | loss: 0.0311713 | val_loss: 0.0311738 | Time: 1746.38 ms
[2021-12-07 02:39:03 main:581] : INFO : Epoch 1634 | loss: 0.0311732 | val_loss: 0.0311732 | Time: 1769.57 ms
[2021-12-07 02:39:05 main:581] : INFO : Epoch 1635 | loss: 0.0311719 | val_loss: 0.0311716 | Time: 1761.3 ms
[2021-12-07 02:39:06 main:581] : INFO : Epoch 1636 | loss: 0.031168 | val_loss: 0.0311733 | Time: 1721.12 ms
[2021-12-07 02:39:08 main:581] : INFO : Epoch 1637 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 1730.74 ms
[2021-12-07 02:39:10 main:581] : INFO : Epoch 1638 | loss: 0.0311678 | val_loss: 0.0311764 | Time: 1718.93 ms
[2021-12-07 02:39:12 main:581] : INFO : Epoch 1639 | loss: 0.0311672 | val_loss: 0.0311732 | Time: 1729.3 ms
[2021-12-07 02:39:13 main:581] : INFO : Epoch 1640 | loss: 0.0311655 | val_loss: 0.0311747 | Time: 1726.64 ms
[2021-12-07 02:39:15 main:581] : INFO : Epoch 1641 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 1728.48 ms
[2021-12-07 02:39:17 main:581] : INFO : Epoch 1642 | loss: 0.031167 | val_loss: 0.031175 | Time: 1770.69 ms
[2021-12-07 02:39:19 main:581] : INFO : Epoch 1643 | loss: 0.0311671 | val_loss: 0.0311744 | Time: 1700.88 ms
[2021-12-07 02:39:20 main:581] : INFO : Epoch 1644 | loss: 0.0311664 | val_loss: 0.0311761 | Time: 1722.47 ms
[2021-12-07 02:39:22 main:581] : INFO : Epoch 1645 | loss: 0.0311667 | val_loss: 0.0311736 | Time: 1739.69 ms
[2021-12-07 02:39:24 main:581] : INFO : Epoch 1646 | loss: 0.0311667 | val_loss: 0.0311724 | Time: 1771.87 ms
[2021-12-07 02:39:26 main:581] : INFO : Epoch 1647 | loss: 0.0311676 | val_loss: 0.031175 | Time: 1758.13 ms
[2021-12-07 02:39:27 main:581] : INFO : Epoch 1648 | loss: 0.031167 | val_loss: 0.0311758 | Time: 1735.51 ms
[2021-12-07 02:39:29 main:581] : INFO : Epoch 1649 | loss: 0.0311657 | val_loss: 0.0311753 | Time: 1731.19 ms
[2021-12-07 02:39:31 main:581] : INFO : Epoch 1650 | loss: 0.0311651 | val_loss: 0.0311749 | Time: 1748.53 ms
[2021-12-07 02:39:32 main:581] : INFO : Epoch 1651 | loss: 0.0311683 | val_loss: 0.0311783 | Time: 1745.37 ms
[2021-12-07 02:39:34 main:581] : INFO : Epoch 1652 | loss: 0.0311701 | val_loss: 0.0311767 | Time: 1723.24 ms
[2021-12-07 02:39:36 main:581] : INFO : Epoch 1653 | loss: 0.0311724 | val_loss: 0.0311804 | Time: 1714.53 ms
[2021-12-07 02:39:38 main:581] : INFO : Epoch 1654 | loss: 0.031173 | val_loss: 0.0311774 | Time: 1719.75 ms
[2021-12-07 02:39:39 main:581] : INFO : Epoch 1655 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 1738.39 ms
[2021-12-07 02:39:41 main:581] : INFO : Epoch 1656 | loss: 0.0311658 | val_loss: 0.0311764 | Time: 1720.36 ms
[2021-12-07 02:39:43 main:581] : INFO : Epoch 1657 | loss: 0.031166 | val_loss: 0.0311748 | Time: 1729.6 ms
[2021-12-07 02:39:45 main:581] : INFO : Epoch 1658 | loss: 0.0311656 | val_loss: 0.0311753 | Time: 1733.48 ms
[2021-12-07 02:39:46 main:581] : INFO : Epoch 1659 | loss: 0.0311636 | val_loss: 0.0311732 | Time: 1727.27 ms
[2021-12-07 02:39:48 main:581] : INFO : Epoch 1660 | loss: 0.0311643 | val_loss: 0.0311722 | Time: 1688.07 ms
[2021-12-07 02:39:50 main:581] : INFO : Epoch 1661 | loss: 0.031163 | val_loss: 0.0311755 | Time: 1690.78 ms
[2021-12-07 02:39:51 main:581] : INFO : Epoch 1662 | loss: 0.0311652 | val_loss: 0.0311795 | Time: 1773.92 ms
[2021-12-07 02:39:53 main:581] : INFO : Epoch 1663 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 1762.97 ms
[2021-12-07 02:39:55 main:581] : INFO : Epoch 1664 | loss: 0.031163 | val_loss: 0.0311735 | Time: 1760.15 ms
[2021-12-07 02:39:57 main:581] : INFO : Epoch 1665 | loss: 0.0311677 | val_loss: 0.0311743 | Time: 1768.92 ms
[2021-12-07 02:39:58 main:581] : INFO : Epoch 1666 | loss: 0.0311654 | val_loss: 0.0311727 | Time: 1734.45 ms
[2021-12-07 02:40:00 main:581] : INFO : Epoch 1667 | loss: 0.0311636 | val_loss: 0.0311714 | Time: 1730.36 ms
[2021-12-07 02:40:02 main:581] : INFO : Epoch 1668 | loss: 0.0311641 | val_loss: 0.0311713 | Time: 1786.28 ms
[2021-12-07 02:40:04 main:581] : INFO : Epoch 1669 | loss: 0.0311636 | val_loss: 0.0311723 | Time: 1760.38 ms
[2021-12-07 02:40:05 main:581] : INFO : Epoch 1670 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 1740.36 ms
[2021-12-07 02:40:07 main:581] : INFO : Epoch 1671 | loss: 0.0311627 | val_loss: 0.0311731 | Time: 1729.71 ms
[2021-12-07 02:40:09 main:581] : INFO : Epoch 1672 | loss: 0.0311637 | val_loss: 0.0311721 | Time: 1754.35 ms
[2021-12-07 02:40:11 main:581] : INFO : Epoch 1673 | loss: 0.0311675 | val_loss: 0.0311822 | Time: 1742.58 ms
[2021-12-07 02:40:12 main:581] : INFO : Epoch 1674 | loss: 0.0311858 | val_loss: 0.0311844 | Time: 1768.77 ms
[2021-12-07 02:40:14 main:581] : INFO : Epoch 1675 | loss: 0.0311865 | val_loss: 0.0311849 | Time: 1709.78 ms
[2021-12-07 02:40:16 main:581] : INFO : Epoch 1676 | loss: 0.0311857 | val_loss: 0.0311858 | Time: 1762.01 ms
[2021-12-07 02:40:18 main:581] : INFO : Epoch 1677 | loss: 0.0311834 | val_loss: 0.0311842 | Time: 1791.7 ms
[2021-12-07 02:40:19 main:581] : INFO : Epoch 1678 | loss: 0.0311825 | val_loss: 0.0311845 | Time: 1735.59 ms
[2021-12-07 02:40:21 main:581] : INFO : Epoch 1679 | loss: 0.0311826 | val_loss: 0.0311865 | Time: 1729.14 ms
[2021-12-07 02:40:23 main:581] : INFO : Epoch 1680 | loss: 0.0311826 | val_loss: 0.0311824 | Time: 1746.62 ms
[2021-12-07 02:40:25 main:581] : INFO : Epoch 1681 | loss: 0.0311793 | val_loss: 0.0311811 | Time: 1757.72 ms
[2021-12-07 02:40:26 main:581] : INFO : Epoch 1682 | loss: 0.0311794 | val_loss: 0.0311817 | Time: 1753.09 ms
[2021-12-07 02:40:28 main:581] : INFO : Epoch 1683 | loss: 0.0311785 | val_loss: 0.031182 | Time: 1726.53 ms
[2021-12-07 02:40:30 main:581] : INFO : Epoch 1684 | loss: 0.0311778 | val_loss: 0.0311819 | Time: 1704.19 ms
[2021-12-07 02:40:32 main:581] : INFO : Epoch 1685 | loss: 0.03118 | val_loss: 0.0311863 | Time: 1734.18 ms
[2021-12-07 02:40:33 main:581] : INFO : Epoch 1686 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 1734.75 ms
[2021-12-07 02:40:35 main:581] : INFO : Epoch 1687 | loss: 0.0311764 | val_loss: 0.0311824 | Time: 1769.95 ms
[2021-12-07 02:40:37 main:581] : INFO : Epoch 1688 | loss: 0.031177 | val_loss: 0.0311851 | Time: 1752.5 ms
[2021-12-07 02:40:39 main:581] : INFO : Epoch 1689 | loss: 0.031178 | val_loss: 0.031191 | Time: 1729.32 ms
[2021-12-07 02:40:40 main:581] : INFO : Epoch 1690 | loss: 0.0311799 | val_loss: 0.0311824 | Time: 1782.18 ms
[2021-12-07 02:40:42 main:581] : INFO : Epoch 1691 | loss: 0.031175 | val_loss: 0.0311801 | Time: 1729.26 ms
[2021-12-07 02:40:44 main:581] : INFO : Epoch 1692 | loss: 0.031175 | val_loss: 0.0311839 | Time: 1734.87 ms
[2021-12-07 02:40:46 main:581] : INFO : Epoch 1693 | loss: 0.0311743 | val_loss: 0.0311815 | Time: 1736.41 ms
[2021-12-07 02:40:47 main:581] : INFO : Epoch 1694 | loss: 0.0311728 | val_loss: 0.0311803 | Time: 1737.7 ms
[2021-12-07 02:40:49 main:581] : INFO : Epoch 1695 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 1740.95 ms
[2021-12-07 02:40:51 main:581] : INFO : Epoch 1696 | loss: 0.0311731 | val_loss: 0.0311854 | Time: 1755.93 ms
[2021-12-07 02:40:53 main:581] : INFO : Epoch 1697 | loss: 0.031175 | val_loss: 0.0311833 | Time: 1718.62 ms
[2021-12-07 02:40:54 main:581] : INFO : Epoch 1698 | loss: 0.0311731 | val_loss: 0.0311816 | Time: 1734.04 ms
[2021-12-07 02:40:56 main:581] : INFO : Epoch 1699 | loss: 0.0311725 | val_loss: 0.0311793 | Time: 1733.13 ms
[2021-12-07 02:40:58 main:581] : INFO : Epoch 1700 | loss: 0.0311712 | val_loss: 0.0311787 | Time: 1738.97 ms
[2021-12-07 02:41:00 main:581] : INFO : Epoch 1701 | loss: 0.0311717 | val_loss: 0.0311813 | Time: 1750.38 ms
[2021-12-07 02:41:01 main:581] : INFO : Epoch 1702 | loss: 0.0311714 | val_loss: 0.0311783 | Time: 1788.76 ms
[2021-12-07 02:41:03 main:581] : INFO : Epoch 1703 | loss: 0.0311702 | val_loss: 0.0311774 | Time: 1820.63 ms
[2021-12-07 02:41:05 main:581] : INFO : Epoch 1704 | loss: 0.0311702 | val_loss: 0.0311767 | Time: 1740.78 ms
[2021-12-07 02:41:07 main:581] : INFO : Epoch 1705 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 1783.49 ms
[2021-12-07 02:41:08 main:581] : INFO : Epoch 1706 | loss: 0.0311684 | val_loss: 0.0311772 | Time: 1761.26 ms
[2021-12-07 02:41:10 main:581] : INFO : Epoch 1707 | loss: 0.0311687 | val_loss: 0.0311788 | Time: 1728.54 ms
[2021-12-07 02:41:12 main:581] : INFO : Epoch 1708 | loss: 0.0311698 | val_loss: 0.0311869 | Time: 1750.52 ms
[2021-12-07 02:41:14 main:581] : INFO : Epoch 1709 | loss: 0.0311728 | val_loss: 0.0311811 | Time: 1749.44 ms
[2021-12-07 02:41:15 main:581] : INFO : Epoch 1710 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 1697.23 ms
[2021-12-07 02:41:17 main:581] : INFO : Epoch 1711 | loss: 0.0311693 | val_loss: 0.031179 | Time: 1718.5 ms
[2021-12-07 02:41:19 main:581] : INFO : Epoch 1712 | loss: 0.031169 | val_loss: 0.0311777 | Time: 1730.98 ms
[2021-12-07 02:41:21 main:581] : INFO : Epoch 1713 | loss: 0.0311693 | val_loss: 0.031179 | Time: 1720.03 ms
[2021-12-07 02:41:22 main:581] : INFO : Epoch 1714 | loss: 0.0311685 | val_loss: 0.0311782 | Time: 1744.64 ms
[2021-12-07 02:41:24 main:581] : INFO : Epoch 1715 | loss: 0.0311682 | val_loss: 0.0311801 | Time: 1743.8 ms
[2021-12-07 02:41:26 main:581] : INFO : Epoch 1716 | loss: 0.0311698 | val_loss: 0.0311772 | Time: 1758.93 ms
[2021-12-07 02:41:27 main:581] : INFO : Epoch 1717 | loss: 0.0311685 | val_loss: 0.0311782 | Time: 1728.34 ms
[2021-12-07 02:41:29 main:581] : INFO : Epoch 1718 | loss: 0.0311732 | val_loss: 0.0311799 | Time: 1717.92 ms
[2021-12-07 02:41:31 main:581] : INFO : Epoch 1719 | loss: 0.0311815 | val_loss: 0.0311848 | Time: 1722.93 ms
[2021-12-07 02:41:33 main:581] : INFO : Epoch 1720 | loss: 0.031181 | val_loss: 0.0311829 | Time: 1732.63 ms
[2021-12-07 02:41:34 main:581] : INFO : Epoch 1721 | loss: 0.0311845 | val_loss: 0.0311836 | Time: 1749.7 ms
[2021-12-07 02:41:36 main:581] : INFO : Epoch 1722 | loss: 0.0311783 | val_loss: 0.0311835 | Time: 1724.97 ms
[2021-12-07 02:41:38 main:581] : INFO : Epoch 1723 | loss: 0.0311769 | val_loss: 0.0311827 | Time: 1738.69 ms
[2021-12-07 02:41:40 main:581] : INFO : Epoch 1724 | loss: 0.0311761 | val_loss: 0.0311817 | Time: 1761.26 ms
[2021-12-07 02:41:41 main:581] : INFO : Epoch 1725 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 1688.33 ms
[2021-12-07 02:41:43 main:581] : INFO : Epoch 1726 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 1730.47 ms
[2021-12-07 02:41:45 main:581] : INFO : Epoch 1727 | loss: 0.0311729 | val_loss: 0.0311796 | Time: 1703.97 ms
[2021-12-07 02:41:47 main:581] : INFO : Epoch 1728 | loss: 0.0311733 | val_loss: 0.0311834 | Time: 1745.7 ms
[2021-12-07 02:41:48 main:581] : INFO : Epoch 1729 | loss: 0.0311754 | val_loss: 0.0311826 | Time: 1739.52 ms
[2021-12-07 02:41:50 main:581] : INFO : Epoch 1730 | loss: 0.0311713 | val_loss: 0.0311833 | Time: 1743.45 ms
[2021-12-07 02:41:52 main:581] : INFO : Epoch 1731 | loss: 0.0311706 | val_loss: 0.0311806 | Time: 1734.03 ms
[2021-12-07 02:41:53 main:581] : INFO : Epoch 1732 | loss: 0.0311729 | val_loss: 0.031194 | Time: 1728.61 ms
[2021-12-07 02:41:55 main:581] : INFO : Epoch 1733 | loss: 0.0311742 | val_loss: 0.0311882 | Time: 1728.66 ms
[2021-12-07 02:41:57 main:581] : INFO : Epoch 1734 | loss: 0.0311714 | val_loss: 0.0311815 | Time: 1724.01 ms
[2021-12-07 02:41:59 main:581] : INFO : Epoch 1735 | loss: 0.0311693 | val_loss: 0.0311801 | Time: 1743.35 ms
[2021-12-07 02:42:00 main:581] : INFO : Epoch 1736 | loss: 0.0311692 | val_loss: 0.031181 | Time: 1743.24 ms
[2021-12-07 02:42:02 main:581] : INFO : Epoch 1737 | loss: 0.0311711 | val_loss: 0.0311814 | Time: 1767.07 ms
[2021-12-07 02:42:04 main:581] : INFO : Epoch 1738 | loss: 0.0311719 | val_loss: 0.0311847 | Time: 1736.44 ms
[2021-12-07 02:42:06 main:581] : INFO : Epoch 1739 | loss: 0.0311701 | val_loss: 0.0311797 | Time: 1725.54 ms
[2021-12-07 02:42:07 main:581] : INFO : Epoch 1740 | loss: 0.0311694 | val_loss: 0.0311831 | Time: 1693.64 ms
[2021-12-07 02:42:09 main:581] : INFO : Epoch 1741 | loss: 0.0311696 | val_loss: 0.0311827 | Time: 1744.11 ms
[2021-12-07 02:42:11 main:581] : INFO : Epoch 1742 | loss: 0.0311691 | val_loss: 0.0311815 | Time: 1757.17 ms
[2021-12-07 02:42:13 main:581] : INFO : Epoch 1743 | loss: 0.0311698 | val_loss: 0.0311813 | Time: 1707.88 ms
[2021-12-07 02:42:14 main:581] : INFO : Epoch 1744 | loss: 0.0311697 | val_loss: 0.0311848 | Time: 1752.43 ms
[2021-12-07 02:42:16 main:581] : INFO : Epoch 1745 | loss: 0.0311706 | val_loss: 0.031183 | Time: 1707.17 ms
[2021-12-07 02:42:18 main:581] : INFO : Epoch 1746 | loss: 0.0311682 | val_loss: 0.0311821 | Time: 1752.32 ms
[2021-12-07 02:42:20 main:581] : INFO : Epoch 1747 | loss: 0.0311685 | val_loss: 0.0311803 | Time: 1770.6 ms
[2021-12-07 02:42:21 main:581] : INFO : Epoch 1748 | loss: 0.0311773 | val_loss: 0.0311787 | Time: 1726.37 ms
[2021-12-07 02:42:23 main:581] : INFO : Epoch 1749 | loss: 0.031178 | val_loss: 0.0311786 | Time: 1745.99 ms
[2021-12-07 02:42:25 main:581] : INFO : Epoch 1750 | loss: 0.0311763 | val_loss: 0.0311772 | Time: 1760.08 ms
[2021-12-07 02:42:27 main:581] : INFO : Epoch 1751 | loss: 0.0311753 | val_loss: 0.031181 | Time: 1779.73 ms
[2021-12-07 02:42:28 main:581] : INFO : Epoch 1752 | loss: 0.0311757 | val_loss: 0.0311811 | Time: 1763.6 ms
[2021-12-07 02:42:30 main:581] : INFO : Epoch 1753 | loss: 0.0311776 | val_loss: 0.0311793 | Time: 1758.83 ms
[2021-12-07 02:42:32 main:581] : INFO : Epoch 1754 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 1748.71 ms
[2021-12-07 02:42:34 main:581] : INFO : Epoch 1755 | loss: 0.0311739 | val_loss: 0.0311788 | Time: 1785.54 ms
[2021-12-07 02:42:35 main:581] : INFO : Epoch 1756 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 1709.25 ms
[2021-12-07 02:42:37 main:581] : INFO : Epoch 1757 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 1736.63 ms
[2021-12-07 02:42:39 main:581] : INFO : Epoch 1758 | loss: 0.0311728 | val_loss: 0.0311789 | Time: 1734.82 ms
[2021-12-07 02:42:41 main:581] : INFO : Epoch 1759 | loss: 0.0311727 | val_loss: 0.0311786 | Time: 1755.09 ms
[2021-12-07 02:42:42 main:581] : INFO : Epoch 1760 | loss: 0.0311746 | val_loss: 0.0311787 | Time: 1761.11 ms
[2021-12-07 02:42:44 main:581] : INFO : Epoch 1761 | loss: 0.0311734 | val_loss: 0.0311818 | Time: 1755.36 ms
[2021-12-07 02:42:46 main:581] : INFO : Epoch 1762 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 1778.87 ms
[2021-12-07 02:42:48 main:581] : INFO : Epoch 1763 | loss: 0.0311715 | val_loss: 0.0311809 | Time: 1717.93 ms
[2021-12-07 02:42:49 main:581] : INFO : Epoch 1764 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 1729.9 ms
[2021-12-07 02:42:51 main:581] : INFO : Epoch 1765 | loss: 0.0311722 | val_loss: 0.0311869 | Time: 1721 ms
[2021-12-07 02:42:53 main:581] : INFO : Epoch 1766 | loss: 0.0311731 | val_loss: 0.031177 | Time: 1742.4 ms
[2021-12-07 02:42:54 main:581] : INFO : Epoch 1767 | loss: 0.0311727 | val_loss: 0.031177 | Time: 1724.13 ms
[2021-12-07 02:42:56 main:581] : INFO : Epoch 1768 | loss: 0.0311714 | val_loss: 0.0311767 | Time: 1745.93 ms
[2021-12-07 02:42:58 main:581] : INFO : Epoch 1769 | loss: 0.0311713 | val_loss: 0.0311829 | Time: 1759.6 ms
[2021-12-07 02:43:00 main:581] : INFO : Epoch 1770 | loss: 0.0311743 | val_loss: 0.0311781 | Time: 1745.52 ms
[2021-12-07 02:43:02 main:581] : INFO : Epoch 1771 | loss: 0.0311714 | val_loss: 0.0311826 | Time: 1816.37 ms
[2021-12-07 02:43:03 main:581] : INFO : Epoch 1772 | loss: 0.0311744 | val_loss: 0.0311817 | Time: 1751.32 ms
[2021-12-07 02:43:05 main:581] : INFO : Epoch 1773 | loss: 0.0311752 | val_loss: 0.031182 | Time: 1761.91 ms
[2021-12-07 02:43:07 main:581] : INFO : Epoch 1774 | loss: 0.0311745 | val_loss: 0.0311804 | Time: 1741.78 ms
[2021-12-07 02:43:08 main:581] : INFO : Epoch 1775 | loss: 0.0311732 | val_loss: 0.0311783 | Time: 1672.92 ms
[2021-12-07 02:43:10 main:581] : INFO : Epoch 1776 | loss: 0.0311724 | val_loss: 0.0311806 | Time: 1740.96 ms
[2021-12-07 02:43:12 main:581] : INFO : Epoch 1777 | loss: 0.0311728 | val_loss: 0.0311819 | Time: 1710.49 ms
[2021-12-07 02:43:14 main:581] : INFO : Epoch 1778 | loss: 0.0311739 | val_loss: 0.0311888 | Time: 1765.4 ms
[2021-12-07 02:43:15 main:581] : INFO : Epoch 1779 | loss: 0.0311719 | val_loss: 0.0311759 | Time: 1720.87 ms
[2021-12-07 02:43:17 main:581] : INFO : Epoch 1780 | loss: 0.0311711 | val_loss: 0.0311783 | Time: 1727.02 ms
[2021-12-07 02:43:19 main:581] : INFO : Epoch 1781 | loss: 0.0311744 | val_loss: 0.0311793 | Time: 1696.94 ms
[2021-12-07 02:43:21 main:581] : INFO : Epoch 1782 | loss: 0.0311751 | val_loss: 0.0311791 | Time: 1745.26 ms
[2021-12-07 02:43:22 main:581] : INFO : Epoch 1783 | loss: 0.0311788 | val_loss: 0.0311849 | Time: 1746.63 ms
[2021-12-07 02:43:24 main:581] : INFO : Epoch 1784 | loss: 0.0311781 | val_loss: 0.0311791 | Time: 1736.54 ms
[2021-12-07 02:43:26 main:581] : INFO : Epoch 1785 | loss: 0.0311728 | val_loss: 0.0311804 | Time: 1751.61 ms
[2021-12-07 02:43:28 main:581] : INFO : Epoch 1786 | loss: 0.0311734 | val_loss: 0.0311825 | Time: 1751.2 ms
[2021-12-07 02:43:29 main:581] : INFO : Epoch 1787 | loss: 0.0311718 | val_loss: 0.031178 | Time: 1793.33 ms
[2021-12-07 02:43:31 main:581] : INFO : Epoch 1788 | loss: 0.0311717 | val_loss: 0.0311794 | Time: 1773.11 ms
[2021-12-07 02:43:33 main:581] : INFO : Epoch 1789 | loss: 0.0311727 | val_loss: 0.0311773 | Time: 1791.07 ms
[2021-12-07 02:43:35 main:581] : INFO : Epoch 1790 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 1742.82 ms
[2021-12-07 02:43:36 main:581] : INFO : Epoch 1791 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 1732.35 ms
[2021-12-07 02:43:38 main:581] : INFO : Epoch 1792 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 1746.19 ms
[2021-12-07 02:43:40 main:581] : INFO : Epoch 1793 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 1700.22 ms
[2021-12-07 02:43:42 main:581] : INFO : Epoch 1794 | loss: 0.0311704 | val_loss: 0.0311769 | Time: 1715.32 ms
[2021-12-07 02:43:43 main:581] : INFO : Epoch 1795 | loss: 0.0311691 | val_loss: 0.0311742 | Time: 1738.2 ms
[2021-12-07 02:43:45 main:581] : INFO : Epoch 1796 | loss: 0.031169 | val_loss: 0.0311754 | Time: 1739.23 ms
[2021-12-07 02:43:47 main:581] : INFO : Epoch 1797 | loss: 0.0311716 | val_loss: 0.0311753 | Time: 1751.19 ms
[2021-12-07 02:43:49 main:581] : INFO : Epoch 1798 | loss: 0.0311685 | val_loss: 0.031175 | Time: 1745.57 ms
[2021-12-07 02:43:50 main:581] : INFO : Epoch 1799 | loss: 0.0311687 | val_loss: 0.0311737 | Time: 1722.92 ms
[2021-12-07 02:43:52 main:581] : INFO : Epoch 1800 | loss: 0.031169 | val_loss: 0.0311766 | Time: 1746.95 ms
[2021-12-07 02:43:54 main:581] : INFO : Epoch 1801 | loss: 0.0311687 | val_loss: 0.0311737 | Time: 1780.58 ms
[2021-12-07 02:43:55 main:581] : INFO : Epoch 1802 | loss: 0.0311707 | val_loss: 0.0311772 | Time: 1710 ms
[2021-12-07 02:43:57 main:581] : INFO : Epoch 1803 | loss: 0.0311713 | val_loss: 0.0311811 | Time: 1755.27 ms
[2021-12-07 02:43:59 main:581] : INFO : Epoch 1804 | loss: 0.0311744 | val_loss: 0.031179 | Time: 1766.78 ms
[2021-12-07 02:44:01 main:581] : INFO : Epoch 1805 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 1769.87 ms
[2021-12-07 02:44:03 main:581] : INFO : Epoch 1806 | loss: 0.0311737 | val_loss: 0.0311751 | Time: 1743.32 ms
[2021-12-07 02:44:04 main:581] : INFO : Epoch 1807 | loss: 0.0311711 | val_loss: 0.0311758 | Time: 1751.43 ms
[2021-12-07 02:44:06 main:581] : INFO : Epoch 1808 | loss: 0.0311692 | val_loss: 0.0311771 | Time: 1750.79 ms
[2021-12-07 02:44:08 main:581] : INFO : Epoch 1809 | loss: 0.03117 | val_loss: 0.0311748 | Time: 1747.12 ms
[2021-12-07 02:44:10 main:581] : INFO : Epoch 1810 | loss: 0.0311695 | val_loss: 0.0311787 | Time: 1748.62 ms
[2021-12-07 02:44:11 main:581] : INFO : Epoch 1811 | loss: 0.031168 | val_loss: 0.0311785 | Time: 1729.13 ms
[2021-12-07 02:44:13 main:581] : INFO : Epoch 1812 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 1766.53 ms
[2021-12-07 02:44:15 main:581] : INFO : Epoch 1813 | loss: 0.0311705 | val_loss: 0.0311754 | Time: 1755.59 ms
[2021-12-07 02:44:17 main:581] : INFO : Epoch 1814 | loss: 0.0311712 | val_loss: 0.0311831 | Time: 1784.55 ms
[2021-12-07 02:44:18 main:581] : INFO : Epoch 1815 | loss: 0.0311697 | val_loss: 0.031176 | Time: 1751.82 ms
[2021-12-07 02:44:20 main:581] : INFO : Epoch 1816 | loss: 0.031166 | val_loss: 0.0311754 | Time: 1742.24 ms
[2021-12-07 02:44:22 main:581] : INFO : Epoch 1817 | loss: 0.0311671 | val_loss: 0.031174 | Time: 1717.15 ms
[2021-12-07 02:44:24 main:581] : INFO : Epoch 1818 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 1764.41 ms
[2021-12-07 02:44:25 main:581] : INFO : Epoch 1819 | loss: 0.0311712 | val_loss: 0.0311775 | Time: 1765.41 ms
[2021-12-07 02:44:27 main:581] : INFO : Epoch 1820 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 1762.19 ms
[2021-12-07 02:44:29 main:581] : INFO : Epoch 1821 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 1774.9 ms
[2021-12-07 02:44:31 main:581] : INFO : Epoch 1822 | loss: 0.0311695 | val_loss: 0.0311773 | Time: 1709.04 ms
[2021-12-07 02:44:32 main:581] : INFO : Epoch 1823 | loss: 0.0311674 | val_loss: 0.031176 | Time: 1723.73 ms
[2021-12-07 02:44:34 main:581] : INFO : Epoch 1824 | loss: 0.0311677 | val_loss: 0.0311792 | Time: 1723.98 ms
[2021-12-07 02:44:36 main:581] : INFO : Epoch 1825 | loss: 0.0311686 | val_loss: 0.031182 | Time: 1739.82 ms
[2021-12-07 02:44:37 main:581] : INFO : Epoch 1826 | loss: 0.0311703 | val_loss: 0.0311787 | Time: 1719.68 ms
[2021-12-07 02:44:39 main:581] : INFO : Epoch 1827 | loss: 0.031166 | val_loss: 0.0311765 | Time: 1720.8 ms
[2021-12-07 02:44:41 main:581] : INFO : Epoch 1828 | loss: 0.0311658 | val_loss: 0.0311749 | Time: 1715.06 ms
[2021-12-07 02:44:43 main:581] : INFO : Epoch 1829 | loss: 0.0311646 | val_loss: 0.0311771 | Time: 1726.08 ms
[2021-12-07 02:44:44 main:581] : INFO : Epoch 1830 | loss: 0.031165 | val_loss: 0.0311836 | Time: 1690.07 ms
[2021-12-07 02:44:46 main:581] : INFO : Epoch 1831 | loss: 0.0311664 | val_loss: 0.0311763 | Time: 1702.1 ms
[2021-12-07 02:44:48 main:581] : INFO : Epoch 1832 | loss: 0.031164 | val_loss: 0.0311776 | Time: 1749.56 ms
[2021-12-07 02:44:49 main:581] : INFO : Epoch 1833 | loss: 0.0311646 | val_loss: 0.0311789 | Time: 1732.62 ms
[2021-12-07 02:44:51 main:581] : INFO : Epoch 1834 | loss: 0.0311645 | val_loss: 0.0311805 | Time: 1729.41 ms
[2021-12-07 02:44:53 main:581] : INFO : Epoch 1835 | loss: 0.0311676 | val_loss: 0.0311863 | Time: 1731.97 ms
[2021-12-07 02:44:55 main:581] : INFO : Epoch 1836 | loss: 0.0311692 | val_loss: 0.031183 | Time: 1674.07 ms
[2021-12-07 02:44:56 main:581] : INFO : Epoch 1837 | loss: 0.0311707 | val_loss: 0.0311739 | Time: 1767.19 ms
[2021-12-07 02:44:58 main:581] : INFO : Epoch 1838 | loss: 0.0311693 | val_loss: 0.0311755 | Time: 1722.7 ms
[2021-12-07 02:45:00 main:581] : INFO : Epoch 1839 | loss: 0.0311697 | val_loss: 0.0311782 | Time: 1753.73 ms
[2021-12-07 02:45:02 main:581] : INFO : Epoch 1840 | loss: 0.0311685 | val_loss: 0.0311732 | Time: 1796.62 ms
[2021-12-07 02:45:03 main:581] : INFO : Epoch 1841 | loss: 0.031167 | val_loss: 0.0311752 | Time: 1715.74 ms
[2021-12-07 02:45:05 main:581] : INFO : Epoch 1842 | loss: 0.0311682 | val_loss: 0.0311765 | Time: 1725.29 ms
[2021-12-07 02:45:07 main:581] : INFO : Epoch 1843 | loss: 0.0311674 | val_loss: 0.0311724 | Time: 1754.65 ms
[2021-12-07 02:45:09 main:581] : INFO : Epoch 1844 | loss: 0.031169 | val_loss: 0.0311752 | Time: 1741.07 ms
[2021-12-07 02:45:10 main:581] : INFO : Epoch 1845 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 1783.77 ms
[2021-12-07 02:45:12 main:581] : INFO : Epoch 1846 | loss: 0.0311664 | val_loss: 0.0311731 | Time: 1714.07 ms
[2021-12-07 02:45:14 main:581] : INFO : Epoch 1847 | loss: 0.0311684 | val_loss: 0.0311756 | Time: 1724.53 ms
[2021-12-07 02:45:16 main:581] : INFO : Epoch 1848 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 1718.5 ms
[2021-12-07 02:45:17 main:581] : INFO : Epoch 1849 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 1739.98 ms
[2021-12-07 02:45:19 main:581] : INFO : Epoch 1850 | loss: 0.0311656 | val_loss: 0.0311747 | Time: 1726.82 ms
[2021-12-07 02:45:21 main:581] : INFO : Epoch 1851 | loss: 0.0311658 | val_loss: 0.0311739 | Time: 1740.46 ms
[2021-12-07 02:45:22 main:581] : INFO : Epoch 1852 | loss: 0.0311661 | val_loss: 0.0311762 | Time: 1716.19 ms
[2021-12-07 02:45:24 main:581] : INFO : Epoch 1853 | loss: 0.0311667 | val_loss: 0.0311733 | Time: 1732.13 ms
[2021-12-07 02:45:26 main:581] : INFO : Epoch 1854 | loss: 0.0311683 | val_loss: 0.0311856 | Time: 1831.21 ms
[2021-12-07 02:45:28 main:581] : INFO : Epoch 1855 | loss: 0.0311767 | val_loss: 0.0311944 | Time: 1730.41 ms
[2021-12-07 02:45:30 main:581] : INFO : Epoch 1856 | loss: 0.0311735 | val_loss: 0.0311898 | Time: 1760.87 ms
[2021-12-07 02:45:31 main:581] : INFO : Epoch 1857 | loss: 0.031169 | val_loss: 0.0311767 | Time: 1758.09 ms
[2021-12-07 02:45:33 main:581] : INFO : Epoch 1858 | loss: 0.0311666 | val_loss: 0.0311766 | Time: 1722.11 ms
[2021-12-07 02:45:35 main:581] : INFO : Epoch 1859 | loss: 0.0311632 | val_loss: 0.0311789 | Time: 1721.32 ms
[2021-12-07 02:45:36 main:581] : INFO : Epoch 1860 | loss: 0.0311639 | val_loss: 0.0311764 | Time: 1731.15 ms
[2021-12-07 02:45:38 main:581] : INFO : Epoch 1861 | loss: 0.0311642 | val_loss: 0.0311769 | Time: 1696.29 ms
[2021-12-07 02:45:40 main:581] : INFO : Epoch 1862 | loss: 0.0311637 | val_loss: 0.0311784 | Time: 1721.17 ms
[2021-12-07 02:45:42 main:581] : INFO : Epoch 1863 | loss: 0.0311628 | val_loss: 0.0311785 | Time: 1723.21 ms
[2021-12-07 02:45:43 main:581] : INFO : Epoch 1864 | loss: 0.0311619 | val_loss: 0.0311771 | Time: 1761.15 ms
[2021-12-07 02:45:45 main:581] : INFO : Epoch 1865 | loss: 0.0311626 | val_loss: 0.0311813 | Time: 1732.36 ms
[2021-12-07 02:45:47 main:581] : INFO : Epoch 1866 | loss: 0.031166 | val_loss: 0.0311804 | Time: 1748.72 ms
[2021-12-07 02:45:49 main:581] : INFO : Epoch 1867 | loss: 0.0311648 | val_loss: 0.0311789 | Time: 1696.64 ms
[2021-12-07 02:45:50 main:581] : INFO : Epoch 1868 | loss: 0.0311636 | val_loss: 0.0311804 | Time: 1749.55 ms
[2021-12-07 02:45:52 main:581] : INFO : Epoch 1869 | loss: 0.0311642 | val_loss: 0.0311774 | Time: 1710.94 ms
[2021-12-07 02:45:54 main:581] : INFO : Epoch 1870 | loss: 0.0311633 | val_loss: 0.0311794 | Time: 1748.62 ms
[2021-12-07 02:45:55 main:581] : INFO : Epoch 1871 | loss: 0.0311653 | val_loss: 0.0311823 | Time: 1731.82 ms
[2021-12-07 02:45:57 main:581] : INFO : Epoch 1872 | loss: 0.0311662 | val_loss: 0.0311788 | Time: 1693.65 ms
[2021-12-07 02:45:59 main:581] : INFO : Epoch 1873 | loss: 0.031164 | val_loss: 0.0311744 | Time: 1676.6 ms
[2021-12-07 02:46:01 main:581] : INFO : Epoch 1874 | loss: 0.031165 | val_loss: 0.0311769 | Time: 1772.3 ms
[2021-12-07 02:46:02 main:581] : INFO : Epoch 1875 | loss: 0.0311643 | val_loss: 0.0311774 | Time: 1722.14 ms
[2021-12-07 02:46:04 main:581] : INFO : Epoch 1876 | loss: 0.0311641 | val_loss: 0.0311801 | Time: 1742.48 ms
[2021-12-07 02:46:06 main:581] : INFO : Epoch 1877 | loss: 0.0311655 | val_loss: 0.031178 | Time: 1748.69 ms
[2021-12-07 02:46:08 main:581] : INFO : Epoch 1878 | loss: 0.0311633 | val_loss: 0.0311756 | Time: 1756.05 ms
[2021-12-07 02:46:09 main:581] : INFO : Epoch 1879 | loss: 0.0311636 | val_loss: 0.0311802 | Time: 1724.61 ms
[2021-12-07 02:46:11 main:581] : INFO : Epoch 1880 | loss: 0.0311632 | val_loss: 0.0311768 | Time: 1733.33 ms
[2021-12-07 02:46:13 main:581] : INFO : Epoch 1881 | loss: 0.0311632 | val_loss: 0.0311802 | Time: 1716.12 ms
[2021-12-07 02:46:14 main:581] : INFO : Epoch 1882 | loss: 0.0311676 | val_loss: 0.031179 | Time: 1706.93 ms
[2021-12-07 02:46:16 main:581] : INFO : Epoch 1883 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 1734.51 ms
[2021-12-07 02:46:18 main:581] : INFO : Epoch 1884 | loss: 0.0311701 | val_loss: 0.03118 | Time: 1744.14 ms
[2021-12-07 02:46:20 main:581] : INFO : Epoch 1885 | loss: 0.0311732 | val_loss: 0.0311812 | Time: 1741.49 ms
[2021-12-07 02:46:21 main:581] : INFO : Epoch 1886 | loss: 0.0311729 | val_loss: 0.0311782 | Time: 1740.09 ms
[2021-12-07 02:46:23 main:581] : INFO : Epoch 1887 | loss: 0.0311685 | val_loss: 0.0311747 | Time: 1684.76 ms
[2021-12-07 02:46:25 main:581] : INFO : Epoch 1888 | loss: 0.0311682 | val_loss: 0.0311813 | Time: 1758.55 ms
[2021-12-07 02:46:27 main:581] : INFO : Epoch 1889 | loss: 0.0311659 | val_loss: 0.0311747 | Time: 1763.13 ms
[2021-12-07 02:46:28 main:581] : INFO : Epoch 1890 | loss: 0.0311658 | val_loss: 0.0311752 | Time: 1726.66 ms
[2021-12-07 02:46:30 main:581] : INFO : Epoch 1891 | loss: 0.0311651 | val_loss: 0.0311741 | Time: 1710.07 ms
[2021-12-07 02:46:32 main:581] : INFO : Epoch 1892 | loss: 0.031167 | val_loss: 0.0311775 | Time: 1739.69 ms
[2021-12-07 02:46:34 main:581] : INFO : Epoch 1893 | loss: 0.0311784 | val_loss: 0.0311731 | Time: 1727.97 ms
[2021-12-07 02:46:35 main:581] : INFO : Epoch 1894 | loss: 0.0311764 | val_loss: 0.0311718 | Time: 1757.05 ms
[2021-12-07 02:46:37 main:581] : INFO : Epoch 1895 | loss: 0.0311747 | val_loss: 0.0311736 | Time: 1736.41 ms
[2021-12-07 02:46:39 main:581] : INFO : Epoch 1896 | loss: 0.0311738 | val_loss: 0.0311724 | Time: 1746.09 ms
[2021-12-07 02:46:41 main:581] : INFO : Epoch 1897 | loss: 0.0311739 | val_loss: 0.0311711 | Time: 1735.24 ms
[2021-12-07 02:46:42 main:581] : INFO : Epoch 1898 | loss: 0.0311712 | val_loss: 0.0311719 | Time: 1737.04 ms
[2021-12-07 02:46:44 main:581] : INFO : Epoch 1899 | loss: 0.0311703 | val_loss: 0.0311716 | Time: 1733.91 ms
[2021-12-07 02:46:46 main:581] : INFO : Epoch 1900 | loss: 0.0311707 | val_loss: 0.0311734 | Time: 1745.37 ms
[2021-12-07 02:46:47 main:581] : INFO : Epoch 1901 | loss: 0.0311697 | val_loss: 0.0311712 | Time: 1710.16 ms
[2021-12-07 02:46:49 main:581] : INFO : Epoch 1902 | loss: 0.0311709 | val_loss: 0.0311731 | Time: 1763.62 ms
[2021-12-07 02:46:51 main:581] : INFO : Epoch 1903 | loss: 0.031169 | val_loss: 0.0311727 | Time: 1737.1 ms
[2021-12-07 02:46:53 main:581] : INFO : Epoch 1904 | loss: 0.0311693 | val_loss: 0.0311727 | Time: 1790.99 ms
[2021-12-07 02:46:54 main:581] : INFO : Epoch 1905 | loss: 0.0311694 | val_loss: 0.0311779 | Time: 1683.55 ms
[2021-12-07 02:46:56 main:581] : INFO : Epoch 1906 | loss: 0.0311721 | val_loss: 0.031175 | Time: 1741.28 ms
[2021-12-07 02:46:58 main:581] : INFO : Epoch 1907 | loss: 0.0311719 | val_loss: 0.031178 | Time: 1727.53 ms
[2021-12-07 02:47:00 main:581] : INFO : Epoch 1908 | loss: 0.0311709 | val_loss: 0.0311718 | Time: 1717.48 ms
[2021-12-07 02:47:01 main:581] : INFO : Epoch 1909 | loss: 0.0311722 | val_loss: 0.0311729 | Time: 1800.9 ms
[2021-12-07 02:47:03 main:581] : INFO : Epoch 1910 | loss: 0.0311726 | val_loss: 0.0311743 | Time: 1734.27 ms
[2021-12-07 02:47:05 main:581] : INFO : Epoch 1911 | loss: 0.0311744 | val_loss: 0.0311754 | Time: 1711.89 ms
[2021-12-07 02:47:07 main:581] : INFO : Epoch 1912 | loss: 0.0311705 | val_loss: 0.0311733 | Time: 1721.81 ms
[2021-12-07 02:47:08 main:581] : INFO : Epoch 1913 | loss: 0.0311693 | val_loss: 0.0311728 | Time: 1788.42 ms
[2021-12-07 02:47:10 main:581] : INFO : Epoch 1914 | loss: 0.0311687 | val_loss: 0.0311729 | Time: 1736.36 ms
[2021-12-07 02:47:12 main:581] : INFO : Epoch 1915 | loss: 0.0311679 | val_loss: 0.0311731 | Time: 1733.89 ms
[2021-12-07 02:47:14 main:581] : INFO : Epoch 1916 | loss: 0.0311683 | val_loss: 0.0311745 | Time: 1736.3 ms
[2021-12-07 02:47:15 main:581] : INFO : Epoch 1917 | loss: 0.0311678 | val_loss: 0.031174 | Time: 1729.3 ms
[2021-12-07 02:47:17 main:581] : INFO : Epoch 1918 | loss: 0.0311689 | val_loss: 0.0311729 | Time: 1740.39 ms
[2021-12-07 02:47:19 main:581] : INFO : Epoch 1919 | loss: 0.0311722 | val_loss: 0.0311788 | Time: 1738.15 ms
[2021-12-07 02:47:20 main:581] : INFO : Epoch 1920 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 1714.28 ms
[2021-12-07 02:47:22 main:581] : INFO : Epoch 1921 | loss: 0.031171 | val_loss: 0.0311754 | Time: 1761.33 ms
[2021-12-07 02:47:24 main:581] : INFO : Epoch 1922 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 1725.56 ms
[2021-12-07 02:47:26 main:581] : INFO : Epoch 1923 | loss: 0.0311673 | val_loss: 0.0311781 | Time: 1730.54 ms
[2021-12-07 02:47:27 main:581] : INFO : Epoch 1924 | loss: 0.0311698 | val_loss: 0.0311754 | Time: 1746.94 ms
[2021-12-07 02:47:29 main:581] : INFO : Epoch 1925 | loss: 0.0311674 | val_loss: 0.0311738 | Time: 1750.12 ms
[2021-12-07 02:47:31 main:581] : INFO : Epoch 1926 | loss: 0.031166 | val_loss: 0.0311732 | Time: 1722.55 ms
[2021-12-07 02:47:33 main:581] : INFO : Epoch 1927 | loss: 0.0311666 | val_loss: 0.0311756 | Time: 1738.76 ms
[2021-12-07 02:47:34 main:581] : INFO : Epoch 1928 | loss: 0.0311663 | val_loss: 0.0311725 | Time: 1698.79 ms
[2021-12-07 02:47:36 main:581] : INFO : Epoch 1929 | loss: 0.0311656 | val_loss: 0.0311715 | Time: 1728.24 ms
[2021-12-07 02:47:38 main:581] : INFO : Epoch 1930 | loss: 0.0311657 | val_loss: 0.0311724 | Time: 1697.84 ms
[2021-12-07 02:47:40 main:581] : INFO : Epoch 1931 | loss: 0.0311666 | val_loss: 0.0311734 | Time: 1738.85 ms
[2021-12-07 02:47:41 main:581] : INFO : Epoch 1932 | loss: 0.0311659 | val_loss: 0.031173 | Time: 1738.88 ms
[2021-12-07 02:47:43 main:581] : INFO : Epoch 1933 | loss: 0.0311687 | val_loss: 0.031173 | Time: 1725.1 ms
[2021-12-07 02:47:45 main:581] : INFO : Epoch 1934 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 1753.82 ms
[2021-12-07 02:47:46 main:581] : INFO : Epoch 1935 | loss: 0.031167 | val_loss: 0.0311735 | Time: 1727.9 ms
[2021-12-07 02:47:48 main:581] : INFO : Epoch 1936 | loss: 0.0311668 | val_loss: 0.0311769 | Time: 1727.59 ms
[2021-12-07 02:47:50 main:581] : INFO : Epoch 1937 | loss: 0.0311712 | val_loss: 0.0311735 | Time: 1784.88 ms
[2021-12-07 02:47:52 main:581] : INFO : Epoch 1938 | loss: 0.0311712 | val_loss: 0.0311725 | Time: 1748.16 ms
[2021-12-07 02:47:53 main:581] : INFO : Epoch 1939 | loss: 0.0311706 | val_loss: 0.0311735 | Time: 1758.95 ms
[2021-12-07 02:47:55 main:581] : INFO : Epoch 1940 | loss: 0.0311709 | val_loss: 0.0311748 | Time: 1710.73 ms
[2021-12-07 02:47:57 main:581] : INFO : Epoch 1941 | loss: 0.0311709 | val_loss: 0.0311738 | Time: 1747.98 ms
[2021-12-07 02:47:59 main:581] : INFO : Epoch 1942 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 1697.37 ms
[2021-12-07 02:48:00 main:581] : INFO : Epoch 1943 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 1809.52 ms
[2021-12-07 02:48:02 main:581] : INFO : Epoch 1944 | loss: 0.0311709 | val_loss: 0.031174 | Time: 1713.07 ms
[2021-12-07 02:48:04 main:581] : INFO : Epoch 1945 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 1763.28 ms
[2021-12-07 02:48:06 main:581] : INFO : Epoch 1946 | loss: 0.0311687 | val_loss: 0.0311732 | Time: 1728.24 ms
[2021-12-07 02:48:07 main:581] : INFO : Epoch 1947 | loss: 0.031169 | val_loss: 0.0311736 | Time: 1766.57 ms
[2021-12-07 02:48:09 main:581] : INFO : Epoch 1948 | loss: 0.0311682 | val_loss: 0.0311696 | Time: 1767.79 ms
[2021-12-07 02:48:11 main:581] : INFO : Epoch 1949 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 1718.41 ms
[2021-12-07 02:48:13 main:581] : INFO : Epoch 1950 | loss: 0.0311735 | val_loss: 0.0311699 | Time: 1737.44 ms
[2021-12-07 02:48:14 main:581] : INFO : Epoch 1951 | loss: 0.0311679 | val_loss: 0.031174 | Time: 1765.57 ms
[2021-12-07 02:48:16 main:581] : INFO : Epoch 1952 | loss: 0.0311702 | val_loss: 0.0311724 | Time: 1724.26 ms
[2021-12-07 02:48:18 main:581] : INFO : Epoch 1953 | loss: 0.0311664 | val_loss: 0.0311707 | Time: 1712.35 ms
[2021-12-07 02:48:20 main:581] : INFO : Epoch 1954 | loss: 0.0311652 | val_loss: 0.0311701 | Time: 1729.02 ms
[2021-12-07 02:48:21 main:581] : INFO : Epoch 1955 | loss: 0.031166 | val_loss: 0.0311709 | Time: 1721.23 ms
[2021-12-07 02:48:23 main:581] : INFO : Epoch 1956 | loss: 0.031164 | val_loss: 0.031172 | Time: 1752.41 ms
[2021-12-07 02:48:25 main:581] : INFO : Epoch 1957 | loss: 0.031167 | val_loss: 0.0311711 | Time: 1737.25 ms
[2021-12-07 02:48:27 main:581] : INFO : Epoch 1958 | loss: 0.031168 | val_loss: 0.0311715 | Time: 1719.77 ms
[2021-12-07 02:48:28 main:581] : INFO : Epoch 1959 | loss: 0.0311669 | val_loss: 0.0311722 | Time: 1705.6 ms
[2021-12-07 02:48:30 main:581] : INFO : Epoch 1960 | loss: 0.031166 | val_loss: 0.0311698 | Time: 1727.23 ms
[2021-12-07 02:48:32 main:581] : INFO : Epoch 1961 | loss: 0.0311654 | val_loss: 0.0311707 | Time: 1705.51 ms
[2021-12-07 02:48:33 main:581] : INFO : Epoch 1962 | loss: 0.031166 | val_loss: 0.0311746 | Time: 1744.41 ms
[2021-12-07 02:48:35 main:581] : INFO : Epoch 1963 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 1705.15 ms
[2021-12-07 02:48:37 main:581] : INFO : Epoch 1964 | loss: 0.0311654 | val_loss: 0.0311723 | Time: 1767.67 ms
[2021-12-07 02:48:39 main:581] : INFO : Epoch 1965 | loss: 0.0311654 | val_loss: 0.0311725 | Time: 1703.59 ms
[2021-12-07 02:48:40 main:581] : INFO : Epoch 1966 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 1734.53 ms
[2021-12-07 02:48:42 main:581] : INFO : Epoch 1967 | loss: 0.0311637 | val_loss: 0.0311712 | Time: 1751.82 ms
[2021-12-07 02:48:44 main:581] : INFO : Epoch 1968 | loss: 0.0311642 | val_loss: 0.0311715 | Time: 1721.94 ms
[2021-12-07 02:48:46 main:581] : INFO : Epoch 1969 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 1751.51 ms
[2021-12-07 02:48:47 main:581] : INFO : Epoch 1970 | loss: 0.0311686 | val_loss: 0.0311756 | Time: 1744.42 ms
[2021-12-07 02:48:49 main:581] : INFO : Epoch 1971 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 1751 ms
[2021-12-07 02:48:51 main:581] : INFO : Epoch 1972 | loss: 0.0311676 | val_loss: 0.0311748 | Time: 1743.6 ms
[2021-12-07 02:48:53 main:581] : INFO : Epoch 1973 | loss: 0.0311688 | val_loss: 0.0311749 | Time: 1760.81 ms
[2021-12-07 02:48:54 main:581] : INFO : Epoch 1974 | loss: 0.0311649 | val_loss: 0.0311696 | Time: 1738.48 ms
[2021-12-07 02:48:56 main:581] : INFO : Epoch 1975 | loss: 0.0311664 | val_loss: 0.0311687 | Time: 1741.85 ms
[2021-12-07 02:48:58 main:581] : INFO : Epoch 1976 | loss: 0.0311653 | val_loss: 0.0311701 | Time: 1697.94 ms
[2021-12-07 02:48:59 main:581] : INFO : Epoch 1977 | loss: 0.0311652 | val_loss: 0.0311714 | Time: 1745.92 ms
[2021-12-07 02:49:01 main:581] : INFO : Epoch 1978 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 1839.44 ms
[2021-12-07 02:49:03 main:581] : INFO : Epoch 1979 | loss: 0.0311638 | val_loss: 0.0311715 | Time: 1741.67 ms
[2021-12-07 02:49:05 main:581] : INFO : Epoch 1980 | loss: 0.0311647 | val_loss: 0.0311722 | Time: 1731.6 ms
[2021-12-07 02:49:07 main:581] : INFO : Epoch 1981 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 1739.49 ms
[2021-12-07 02:49:08 main:581] : INFO : Epoch 1982 | loss: 0.0311633 | val_loss: 0.0311723 | Time: 1756.86 ms
[2021-12-07 02:49:10 main:581] : INFO : Epoch 1983 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 1742.26 ms
[2021-12-07 02:49:12 main:581] : INFO : Epoch 1984 | loss: 0.031163 | val_loss: 0.0311713 | Time: 1740.35 ms
[2021-12-07 02:49:14 main:581] : INFO : Epoch 1985 | loss: 0.0311632 | val_loss: 0.0311722 | Time: 1735.9 ms
[2021-12-07 02:49:15 main:581] : INFO : Epoch 1986 | loss: 0.0311645 | val_loss: 0.0311726 | Time: 1753.41 ms
[2021-12-07 02:49:17 main:581] : INFO : Epoch 1987 | loss: 0.0311628 | val_loss: 0.0311719 | Time: 1721.69 ms
[2021-12-07 02:49:19 main:581] : INFO : Epoch 1988 | loss: 0.0311625 | val_loss: 0.0311753 | Time: 1742.17 ms
[2021-12-07 02:49:20 main:581] : INFO : Epoch 1989 | loss: 0.031171 | val_loss: 0.0311778 | Time: 1751.22 ms
[2021-12-07 02:49:22 main:581] : INFO : Epoch 1990 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 1721.94 ms
[2021-12-07 02:49:24 main:581] : INFO : Epoch 1991 | loss: 0.0311703 | val_loss: 0.0311785 | Time: 1749.33 ms
[2021-12-07 02:49:26 main:581] : INFO : Epoch 1992 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 1733.84 ms
[2021-12-07 02:49:27 main:581] : INFO : Epoch 1993 | loss: 0.0311717 | val_loss: 0.0311744 | Time: 1748.2 ms
[2021-12-07 02:49:29 main:581] : INFO : Epoch 1994 | loss: 0.0311698 | val_loss: 0.0311745 | Time: 1722.14 ms
[2021-12-07 02:49:31 main:581] : INFO : Epoch 1995 | loss: 0.03117 | val_loss: 0.0311766 | Time: 1749.03 ms
[2021-12-07 02:49:33 main:581] : INFO : Epoch 1996 | loss: 0.0311689 | val_loss: 0.0311755 | Time: 1757.32 ms
[2021-12-07 02:49:34 main:581] : INFO : Epoch 1997 | loss: 0.0311689 | val_loss: 0.031178 | Time: 1750.99 ms
[2021-12-07 02:49:36 main:581] : INFO : Epoch 1998 | loss: 0.0311735 | val_loss: 0.0311869 | Time: 1750.49 ms
[2021-12-07 02:49:38 main:581] : INFO : Epoch 1999 | loss: 0.0311751 | val_loss: 0.0311788 | Time: 1763.91 ms
[2021-12-07 02:49:40 main:581] : INFO : Epoch 2000 | loss: 0.0311711 | val_loss: 0.0311753 | Time: 1714.59 ms
[2021-12-07 02:49:41 main:581] : INFO : Epoch 2001 | loss: 0.031168 | val_loss: 0.031178 | Time: 1732.82 ms
[2021-12-07 02:49:43 main:581] : INFO : Epoch 2002 | loss: 0.0311668 | val_loss: 0.0311755 | Time: 1707.99 ms
[2021-12-07 02:49:45 main:581] : INFO : Epoch 2003 | loss: 0.0311665 | val_loss: 0.031178 | Time: 1745.68 ms
[2021-12-07 02:49:47 main:581] : INFO : Epoch 2004 | loss: 0.0311709 | val_loss: 0.0311739 | Time: 1760.28 ms
[2021-12-07 02:49:48 main:581] : INFO : Epoch 2005 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 1746.38 ms
[2021-12-07 02:49:50 main:581] : INFO : Epoch 2006 | loss: 0.0311671 | val_loss: 0.0311844 | Time: 1741.72 ms
[2021-12-07 02:49:52 main:581] : INFO : Epoch 2007 | loss: 0.0311691 | val_loss: 0.031177 | Time: 1740.27 ms
[2021-12-07 02:49:54 main:581] : INFO : Epoch 2008 | loss: 0.0311664 | val_loss: 0.0311731 | Time: 1739.98 ms
[2021-12-07 02:49:55 main:581] : INFO : Epoch 2009 | loss: 0.0311648 | val_loss: 0.0311743 | Time: 1771.81 ms
[2021-12-07 02:49:57 main:581] : INFO : Epoch 2010 | loss: 0.0311662 | val_loss: 0.0311772 | Time: 1715.37 ms
[2021-12-07 02:49:59 main:581] : INFO : Epoch 2011 | loss: 0.0311684 | val_loss: 0.0311757 | Time: 1704.7 ms
[2021-12-07 02:50:00 main:581] : INFO : Epoch 2012 | loss: 0.0311721 | val_loss: 0.0311759 | Time: 1719.98 ms
[2021-12-07 02:50:02 main:581] : INFO : Epoch 2013 | loss: 0.031173 | val_loss: 0.0311798 | Time: 1756.72 ms
[2021-12-07 02:50:04 main:581] : INFO : Epoch 2014 | loss: 0.0311722 | val_loss: 0.031177 | Time: 1758.48 ms
[2021-12-07 02:50:06 main:581] : INFO : Epoch 2015 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 1735.6 ms
[2021-12-07 02:50:07 main:581] : INFO : Epoch 2016 | loss: 0.0311713 | val_loss: 0.0311754 | Time: 1730.13 ms
[2021-12-07 02:50:09 main:581] : INFO : Epoch 2017 | loss: 0.0311685 | val_loss: 0.0311743 | Time: 1727.04 ms
[2021-12-07 02:50:11 main:581] : INFO : Epoch 2018 | loss: 0.0311679 | val_loss: 0.0311743 | Time: 1760.11 ms
[2021-12-07 02:50:13 main:581] : INFO : Epoch 2019 | loss: 0.0311675 | val_loss: 0.0311747 | Time: 1765.37 ms
[2021-12-07 02:50:14 main:581] : INFO : Epoch 2020 | loss: 0.0311692 | val_loss: 0.0311821 | Time: 1735.2 ms
[2021-12-07 02:50:16 main:581] : INFO : Epoch 2021 | loss: 0.0311706 | val_loss: 0.0311805 | Time: 1722.22 ms
[2021-12-07 02:50:18 main:581] : INFO : Epoch 2022 | loss: 0.0311678 | val_loss: 0.0311732 | Time: 1700.38 ms
[2021-12-07 02:50:20 main:581] : INFO : Epoch 2023 | loss: 0.0311694 | val_loss: 0.0311737 | Time: 1733.34 ms
[2021-12-07 02:50:21 main:581] : INFO : Epoch 2024 | loss: 0.0311669 | val_loss: 0.0311734 | Time: 1770.57 ms
[2021-12-07 02:50:23 main:581] : INFO : Epoch 2025 | loss: 0.0311656 | val_loss: 0.0311737 | Time: 1700.22 ms
[2021-12-07 02:50:25 main:581] : INFO : Epoch 2026 | loss: 0.0311659 | val_loss: 0.0311733 | Time: 1712.99 ms
[2021-12-07 02:50:27 main:581] : INFO : Epoch 2027 | loss: 0.0311672 | val_loss: 0.0311737 | Time: 1733.01 ms
[2021-12-07 02:50:28 main:581] : INFO : Epoch 2028 | loss: 0.0311685 | val_loss: 0.0311756 | Time: 1675.33 ms
[2021-12-07 02:50:30 main:581] : INFO : Epoch 2029 | loss: 0.0311677 | val_loss: 0.031175 | Time: 1741.5 ms
[2021-12-07 02:50:32 main:581] : INFO : Epoch 2030 | loss: 0.0311667 | val_loss: 0.0311773 | Time: 1785.01 ms
[2021-12-07 02:50:33 main:581] : INFO : Epoch 2031 | loss: 0.031169 | val_loss: 0.0311734 | Time: 1776.24 ms
[2021-12-07 02:50:35 main:581] : INFO : Epoch 2032 | loss: 0.0311697 | val_loss: 0.0311793 | Time: 1735.02 ms
[2021-12-07 02:50:37 main:581] : INFO : Epoch 2033 | loss: 0.0311713 | val_loss: 0.0311761 | Time: 1772.75 ms
[2021-12-07 02:50:39 main:581] : INFO : Epoch 2034 | loss: 0.0311693 | val_loss: 0.031176 | Time: 1735.72 ms
[2021-12-07 02:50:40 main:581] : INFO : Epoch 2035 | loss: 0.0311676 | val_loss: 0.0311765 | Time: 1741.87 ms
[2021-12-07 02:50:42 main:581] : INFO : Epoch 2036 | loss: 0.0311669 | val_loss: 0.0311738 | Time: 1766.2 ms
[2021-12-07 02:50:44 main:581] : INFO : Epoch 2037 | loss: 0.0311663 | val_loss: 0.0311757 | Time: 1775.02 ms
[2021-12-07 02:50:46 main:581] : INFO : Epoch 2038 | loss: 0.0311685 | val_loss: 0.0311767 | Time: 1734.12 ms
[2021-12-07 02:50:47 main:581] : INFO : Epoch 2039 | loss: 0.0311681 | val_loss: 0.0311746 | Time: 1734.38 ms
[2021-12-07 02:50:49 main:581] : INFO : Epoch 2040 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 1719.21 ms
[2021-12-07 02:50:51 main:581] : INFO : Epoch 2041 | loss: 0.0311664 | val_loss: 0.0311767 | Time: 1746.45 ms
[2021-12-07 02:50:53 main:581] : INFO : Epoch 2042 | loss: 0.0311687 | val_loss: 0.0311772 | Time: 1730.81 ms
[2021-12-07 02:50:54 main:581] : INFO : Epoch 2043 | loss: 0.0311716 | val_loss: 0.0311747 | Time: 1706.04 ms
[2021-12-07 02:50:56 main:581] : INFO : Epoch 2044 | loss: 0.0311672 | val_loss: 0.0311752 | Time: 1753.3 ms
[2021-12-07 02:50:58 main:581] : INFO : Epoch 2045 | loss: 0.0311667 | val_loss: 0.0311801 | Time: 1724.17 ms
[2021-12-07 02:51:00 main:581] : INFO : Epoch 2046 | loss: 0.0311694 | val_loss: 0.0311715 | Time: 1754.36 ms
[2021-12-07 02:51:01 main:581] : INFO : Epoch 2047 | loss: 0.0311665 | val_loss: 0.0311713 | Time: 1704.99 ms
[2021-12-07 02:51:03 main:581] : INFO : Epoch 2048 | loss: 0.0311659 | val_loss: 0.0311716 | Time: 1768.38 ms
[2021-12-07 02:51:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311716
[2021-12-07 02:51:03 main:610] : INFO : Saving end state to config to file
[2021-12-07 02:51:03 main:615] : INFO : Success, exiting..
02:51:03 (130424): 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)