Task 14438868
| Name | ParityModified-1647048097-26280-3-0_1 |
| Workunit | 11216803 |
| Created | 6 Apr 2022, 2:57:26 UTC |
| Sent | 6 Apr 2022, 3:56:29 UTC |
| Report deadline | 14 Apr 2022, 3:56:29 UTC |
| Received | 7 Apr 2022, 0:23:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 1 hours 0 min 43 sec |
| CPU time | 59 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.58 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 1755.87 ms
[2022-04-06 19:07:18 main:574] : INFO : Epoch 1543 | loss: 0.031171 | val_loss: 0.0311751 | Time: 1757.96 ms
[2022-04-06 19:07:20 main:574] : INFO : Epoch 1544 | loss: 0.0311714 | val_loss: 0.0311778 | Time: 1768.39 ms
[2022-04-06 19:07:22 main:574] : INFO : Epoch 1545 | loss: 0.0311713 | val_loss: 0.0311769 | Time: 1765.97 ms
[2022-04-06 19:07:23 main:574] : INFO : Epoch 1546 | loss: 0.0311726 | val_loss: 0.0311766 | Time: 1728.43 ms
[2022-04-06 19:07:25 main:574] : INFO : Epoch 1547 | loss: 0.0311719 | val_loss: 0.0311784 | Time: 1761.46 ms
[2022-04-06 19:07:27 main:574] : INFO : Epoch 1548 | loss: 0.0311726 | val_loss: 0.0311828 | Time: 1749.89 ms
[2022-04-06 19:07:29 main:574] : INFO : Epoch 1549 | loss: 0.031172 | val_loss: 0.0311782 | Time: 1748.89 ms
[2022-04-06 19:07:30 main:574] : INFO : Epoch 1550 | loss: 0.0311738 | val_loss: 0.0311746 | Time: 1735.92 ms
[2022-04-06 19:07:32 main:574] : INFO : Epoch 1551 | loss: 0.0311705 | val_loss: 0.0311757 | Time: 1749.22 ms
[2022-04-06 19:07:34 main:574] : INFO : Epoch 1552 | loss: 0.0311721 | val_loss: 0.0311771 | Time: 1774.57 ms
[2022-04-06 19:07:36 main:574] : INFO : Epoch 1553 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 1749.48 ms
[2022-04-06 19:07:37 main:574] : INFO : Epoch 1554 | loss: 0.0311741 | val_loss: 0.0311757 | Time: 1710.23 ms
[2022-04-06 19:07:39 main:574] : INFO : Epoch 1555 | loss: 0.0311723 | val_loss: 0.0311765 | Time: 1722.27 ms
[2022-04-06 19:07:41 main:574] : INFO : Epoch 1556 | loss: 0.0311734 | val_loss: 0.0311795 | Time: 1758.62 ms
[2022-04-06 19:07:43 main:574] : INFO : Epoch 1557 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 1734.6 ms
[2022-04-06 19:07:44 main:574] : INFO : Epoch 1558 | loss: 0.0311715 | val_loss: 0.0311757 | Time: 1768.38 ms
[2022-04-06 19:07:46 main:574] : INFO : Epoch 1559 | loss: 0.0311702 | val_loss: 0.0311803 | Time: 1755.86 ms
[2022-04-06 19:07:48 main:574] : INFO : Epoch 1560 | loss: 0.0311744 | val_loss: 0.0311761 | Time: 1756.1 ms
[2022-04-06 19:07:50 main:574] : INFO : Epoch 1561 | loss: 0.0311771 | val_loss: 0.0311827 | Time: 1711.7 ms
[2022-04-06 19:07:51 main:574] : INFO : Epoch 1562 | loss: 0.031172 | val_loss: 0.0311759 | Time: 1757.98 ms
[2022-04-06 19:07:53 main:574] : INFO : Epoch 1563 | loss: 0.0311722 | val_loss: 0.0311752 | Time: 1767.58 ms
[2022-04-06 19:07:55 main:574] : INFO : Epoch 1564 | loss: 0.0311716 | val_loss: 0.0311816 | Time: 1767.2 ms
[2022-04-06 19:07:57 main:574] : INFO : Epoch 1565 | loss: 0.0311736 | val_loss: 0.031175 | Time: 1779.01 ms
[2022-04-06 19:07:58 main:574] : INFO : Epoch 1566 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 1765.24 ms
[2022-04-06 19:08:00 main:574] : INFO : Epoch 1567 | loss: 0.0311723 | val_loss: 0.0311754 | Time: 1756.75 ms
[2022-04-06 19:08:02 main:574] : INFO : Epoch 1568 | loss: 0.0311709 | val_loss: 0.031176 | Time: 1718.63 ms
[2022-04-06 19:08:04 main:574] : INFO : Epoch 1569 | loss: 0.0311714 | val_loss: 0.0311778 | Time: 1761.81 ms
[2022-04-06 19:08:05 main:574] : INFO : Epoch 1570 | loss: 0.0311716 | val_loss: 0.0311768 | Time: 1732.01 ms
[2022-04-06 19:08:07 main:574] : INFO : Epoch 1571 | loss: 0.0311719 | val_loss: 0.0311787 | Time: 1759.73 ms
[2022-04-06 19:08:09 main:574] : INFO : Epoch 1572 | loss: 0.0311727 | val_loss: 0.0311754 | Time: 1723.27 ms
[2022-04-06 19:08:11 main:574] : INFO : Epoch 1573 | loss: 0.031174 | val_loss: 0.0311747 | Time: 1749.61 ms
[2022-04-06 19:08:12 main:574] : INFO : Epoch 1574 | loss: 0.0311725 | val_loss: 0.0311754 | Time: 1794.1 ms
[2022-04-06 19:08:14 main:574] : INFO : Epoch 1575 | loss: 0.0311726 | val_loss: 0.0311764 | Time: 1741.55 ms
[2022-04-06 19:08:16 main:574] : INFO : Epoch 1576 | loss: 0.0311726 | val_loss: 0.0311767 | Time: 1739.71 ms
[2022-04-06 19:08:18 main:574] : INFO : Epoch 1577 | loss: 0.0311718 | val_loss: 0.0311748 | Time: 1738.69 ms
[2022-04-06 19:08:19 main:574] : INFO : Epoch 1578 | loss: 0.0311708 | val_loss: 0.0311739 | Time: 1759.5 ms
[2022-04-06 19:08:21 main:574] : INFO : Epoch 1579 | loss: 0.0311717 | val_loss: 0.031174 | Time: 1744.74 ms
[2022-04-06 19:08:23 main:574] : INFO : Epoch 1580 | loss: 0.0311719 | val_loss: 0.0311753 | Time: 1765.43 ms
[2022-04-06 19:08:25 main:574] : INFO : Epoch 1581 | loss: 0.031173 | val_loss: 0.0311758 | Time: 1717.96 ms
[2022-04-06 19:08:26 main:574] : INFO : Epoch 1582 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 1755.2 ms
[2022-04-06 19:08:28 main:574] : INFO : Epoch 1583 | loss: 0.031171 | val_loss: 0.0311762 | Time: 1754.05 ms
[2022-04-06 19:08:30 main:574] : INFO : Epoch 1584 | loss: 0.0311707 | val_loss: 0.0311761 | Time: 1761.72 ms
[2022-04-06 19:08:32 main:574] : INFO : Epoch 1585 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 1738.2 ms
[2022-04-06 19:08:33 main:574] : INFO : Epoch 1586 | loss: 0.0311725 | val_loss: 0.0311765 | Time: 1737.93 ms
[2022-04-06 19:08:35 main:574] : INFO : Epoch 1587 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 1744.07 ms
[2022-04-06 19:08:37 main:574] : INFO : Epoch 1588 | loss: 0.0311717 | val_loss: 0.0311822 | Time: 1740.38 ms
[2022-04-06 19:08:39 main:574] : INFO : Epoch 1589 | loss: 0.0311745 | val_loss: 0.0311753 | Time: 1766.54 ms
[2022-04-06 19:08:41 main:574] : INFO : Epoch 1590 | loss: 0.031174 | val_loss: 0.0311759 | Time: 1761.8 ms
[2022-04-06 19:08:42 main:574] : INFO : Epoch 1591 | loss: 0.0311738 | val_loss: 0.031176 | Time: 1740.33 ms
[2022-04-06 19:08:44 main:574] : INFO : Epoch 1592 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 1775.86 ms
[2022-04-06 19:08:46 main:574] : INFO : Epoch 1593 | loss: 0.0311745 | val_loss: 0.0311755 | Time: 1741.75 ms
[2022-04-06 19:08:48 main:574] : INFO : Epoch 1594 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 1765.85 ms
[2022-04-06 19:08:49 main:574] : INFO : Epoch 1595 | loss: 0.0311749 | val_loss: 0.0311782 | Time: 1760.06 ms
[2022-04-06 19:08:51 main:574] : INFO : Epoch 1596 | loss: 0.0311728 | val_loss: 0.0311759 | Time: 1761.18 ms
[2022-04-06 19:08:53 main:574] : INFO : Epoch 1597 | loss: 0.0311724 | val_loss: 0.0311771 | Time: 1763.04 ms
[2022-04-06 19:08:55 main:574] : INFO : Epoch 1598 | loss: 0.0311719 | val_loss: 0.0311767 | Time: 1744.93 ms
[2022-04-06 19:08:56 main:574] : INFO : Epoch 1599 | loss: 0.0311731 | val_loss: 0.0311817 | Time: 1743.35 ms
[2022-04-06 19:08:58 main:574] : INFO : Epoch 1600 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 1739.41 ms
[2022-04-06 19:09:00 main:574] : INFO : Epoch 1601 | loss: 0.031171 | val_loss: 0.0311787 | Time: 1767.06 ms
[2022-04-06 19:09:02 main:574] : INFO : Epoch 1602 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 1769.61 ms
[2022-04-06 19:09:03 main:574] : INFO : Epoch 1603 | loss: 0.031171 | val_loss: 0.0311764 | Time: 1759.47 ms
[2022-04-06 19:09:05 main:574] : INFO : Epoch 1604 | loss: 0.0311714 | val_loss: 0.031176 | Time: 1724.06 ms
[2022-04-06 19:09:07 main:574] : INFO : Epoch 1605 | loss: 0.0311717 | val_loss: 0.0311783 | Time: 1749.66 ms
[2022-04-06 19:09:09 main:574] : INFO : Epoch 1606 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 1763.89 ms
[2022-04-06 19:09:10 main:574] : INFO : Epoch 1607 | loss: 0.0311722 | val_loss: 0.0311762 | Time: 1755.81 ms
[2022-04-06 19:09:12 main:574] : INFO : Epoch 1608 | loss: 0.031171 | val_loss: 0.0311755 | Time: 1768.24 ms
[2022-04-06 19:09:14 main:574] : INFO : Epoch 1609 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 1720.69 ms
[2022-04-06 19:09:16 main:574] : INFO : Epoch 1610 | loss: 0.0311718 | val_loss: 0.0311788 | Time: 1743.31 ms
[2022-04-06 19:09:17 main:574] : INFO : Epoch 1611 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 1737.28 ms
[2022-04-06 19:09:19 main:574] : INFO : Epoch 1612 | loss: 0.0311735 | val_loss: 0.0311783 | Time: 1752.86 ms
[2022-04-06 19:09:21 main:574] : INFO : Epoch 1613 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 1740.19 ms
[2022-04-06 19:09:23 main:574] : INFO : Epoch 1614 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 1756.43 ms
[2022-04-06 19:09:25 main:574] : INFO : Epoch 1615 | loss: 0.0311723 | val_loss: 0.0311756 | Time: 1810.4 ms
[2022-04-06 19:09:26 main:574] : INFO : Epoch 1616 | loss: 0.0311716 | val_loss: 0.0311761 | Time: 1940.64 ms
[2022-04-06 19:09:28 main:574] : INFO : Epoch 1617 | loss: 0.0311713 | val_loss: 0.0311747 | Time: 1990.36 ms
[2022-04-06 19:09:30 main:574] : INFO : Epoch 1618 | loss: 0.0311715 | val_loss: 0.0311751 | Time: 1793.78 ms
[2022-04-06 19:09:32 main:574] : INFO : Epoch 1619 | loss: 0.0311729 | val_loss: 0.0311767 | Time: 1764.54 ms
[2022-04-06 19:09:34 main:574] : INFO : Epoch 1620 | loss: 0.0311712 | val_loss: 0.0311745 | Time: 1765.71 ms
[2022-04-06 19:09:36 main:574] : INFO : Epoch 1621 | loss: 0.0311707 | val_loss: 0.0311748 | Time: 1879.74 ms
[2022-04-06 19:09:38 main:574] : INFO : Epoch 1622 | loss: 0.0311708 | val_loss: 0.031175 | Time: 2022.48 ms
[2022-04-06 19:09:40 main:574] : INFO : Epoch 1623 | loss: 0.0311712 | val_loss: 0.0311746 | Time: 1871.64 ms
[2022-04-06 19:09:42 main:574] : INFO : Epoch 1624 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 1928.4 ms
[2022-04-06 19:09:43 main:574] : INFO : Epoch 1625 | loss: 0.0311709 | val_loss: 0.0311764 | Time: 1862.36 ms
[2022-04-06 19:09:45 main:574] : INFO : Epoch 1626 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 1832.08 ms
[2022-04-06 19:09:47 main:574] : INFO : Epoch 1627 | loss: 0.031174 | val_loss: 0.0311881 | Time: 1892.83 ms
[2022-04-06 19:09:50 main:574] : INFO : Epoch 1628 | loss: 0.0311736 | val_loss: 0.0311752 | Time: 2409.89 ms
[2022-04-06 19:09:52 main:574] : INFO : Epoch 1629 | loss: 0.0311721 | val_loss: 0.0311756 | Time: 2101.25 ms
[2022-04-06 19:09:54 main:574] : INFO : Epoch 1630 | loss: 0.0311717 | val_loss: 0.0311754 | Time: 1877.75 ms
[2022-04-06 19:09:55 main:574] : INFO : Epoch 1631 | loss: 0.0311724 | val_loss: 0.0311768 | Time: 1860.43 ms
[2022-04-06 19:09:57 main:574] : INFO : Epoch 1632 | loss: 0.031172 | val_loss: 0.0311749 | Time: 1733.79 ms
[2022-04-06 19:09:59 main:574] : INFO : Epoch 1633 | loss: 0.0311717 | val_loss: 0.0311752 | Time: 1743.2 ms
[2022-04-06 19:10:01 main:574] : INFO : Epoch 1634 | loss: 0.0311707 | val_loss: 0.0311749 | Time: 1752.35 ms
[2022-04-06 19:10:02 main:574] : INFO : Epoch 1635 | loss: 0.0311721 | val_loss: 0.0311756 | Time: 1772.43 ms
[2022-04-06 19:10:04 main:574] : INFO : Epoch 1636 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 1762.41 ms
[2022-04-06 19:10:06 main:574] : INFO : Epoch 1637 | loss: 0.0311704 | val_loss: 0.0311758 | Time: 1760.26 ms
[2022-04-06 19:10:08 main:574] : INFO : Epoch 1638 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 1749.72 ms
[2022-04-06 19:10:10 main:574] : INFO : Epoch 1639 | loss: 0.0311709 | val_loss: 0.031176 | Time: 1764.02 ms
[2022-04-06 19:10:11 main:574] : INFO : Epoch 1640 | loss: 0.0311725 | val_loss: 0.0311758 | Time: 1772.66 ms
[2022-04-06 19:10:13 main:574] : INFO : Epoch 1641 | loss: 0.0311717 | val_loss: 0.0311773 | Time: 1765.49 ms
[2022-04-06 19:10:15 main:574] : INFO : Epoch 1642 | loss: 0.0311702 | val_loss: 0.0311748 | Time: 1751.32 ms
[2022-04-06 19:10:17 main:574] : INFO : Epoch 1643 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 1744.72 ms
[2022-04-06 19:10:18 main:574] : INFO : Epoch 1644 | loss: 0.0311741 | val_loss: 0.0311746 | Time: 1748.59 ms
[2022-04-06 19:10:20 main:574] : INFO : Epoch 1645 | loss: 0.0311707 | val_loss: 0.0311803 | Time: 1733.51 ms
[2022-04-06 19:10:22 main:574] : INFO : Epoch 1646 | loss: 0.0311719 | val_loss: 0.0311773 | Time: 1761.37 ms
[2022-04-06 19:10:24 main:574] : INFO : Epoch 1647 | loss: 0.0311715 | val_loss: 0.0311756 | Time: 1763.43 ms
[2022-04-06 19:10:25 main:574] : INFO : Epoch 1648 | loss: 0.031171 | val_loss: 0.0311762 | Time: 1762.17 ms
[2022-04-06 19:10:27 main:574] : INFO : Epoch 1649 | loss: 0.0311706 | val_loss: 0.0311773 | Time: 1758.74 ms
[2022-04-06 19:10:29 main:574] : INFO : Epoch 1650 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 1762.41 ms
[2022-04-06 19:10:31 main:574] : INFO : Epoch 1651 | loss: 0.0311721 | val_loss: 0.031179 | Time: 1738.3 ms
[2022-04-06 19:10:32 main:574] : INFO : Epoch 1652 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 1743.91 ms
[2022-04-06 19:10:34 main:574] : INFO : Epoch 1653 | loss: 0.0311727 | val_loss: 0.031177 | Time: 1743.87 ms
[2022-04-06 19:10:36 main:574] : INFO : Epoch 1654 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 1756.07 ms
[2022-04-06 19:10:38 main:574] : INFO : Epoch 1655 | loss: 0.0311733 | val_loss: 0.0311782 | Time: 1766.19 ms
[2022-04-06 19:10:39 main:574] : INFO : Epoch 1656 | loss: 0.0311722 | val_loss: 0.0311772 | Time: 1722.84 ms
[2022-04-06 19:10:41 main:574] : INFO : Epoch 1657 | loss: 0.0311714 | val_loss: 0.0311778 | Time: 1757.04 ms
[2022-04-06 19:10:43 main:574] : INFO : Epoch 1658 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 1778.65 ms
[2022-04-06 19:10:45 main:574] : INFO : Epoch 1659 | loss: 0.0311723 | val_loss: 0.0311879 | Time: 1732.61 ms
[2022-04-06 19:10:47 main:574] : INFO : Epoch 1660 | loss: 0.0311762 | val_loss: 0.0311803 | Time: 1758.08 ms
[2022-04-06 19:10:48 main:574] : INFO : Epoch 1661 | loss: 0.0311716 | val_loss: 0.0311779 | Time: 1733.08 ms
[2022-04-06 19:10:50 main:574] : INFO : Epoch 1662 | loss: 0.03117 | val_loss: 0.0311759 | Time: 1736.42 ms
[2022-04-06 19:10:52 main:574] : INFO : Epoch 1663 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 1781.78 ms
[2022-04-06 19:10:54 main:574] : INFO : Epoch 1664 | loss: 0.0311717 | val_loss: 0.0311769 | Time: 1743.16 ms
[2022-04-06 19:10:55 main:574] : INFO : Epoch 1665 | loss: 0.031171 | val_loss: 0.0311807 | Time: 1764.22 ms
[2022-04-06 19:10:57 main:574] : INFO : Epoch 1666 | loss: 0.0311721 | val_loss: 0.03118 | Time: 1757.7 ms
[2022-04-06 19:10:59 main:574] : INFO : Epoch 1667 | loss: 0.031171 | val_loss: 0.0311766 | Time: 1762.5 ms
[2022-04-06 19:11:01 main:574] : INFO : Epoch 1668 | loss: 0.031171 | val_loss: 0.0311763 | Time: 1778.36 ms
[2022-04-06 19:11:02 main:574] : INFO : Epoch 1669 | loss: 0.03117 | val_loss: 0.0311766 | Time: 1775.73 ms
[2022-04-06 19:11:04 main:574] : INFO : Epoch 1670 | loss: 0.0311702 | val_loss: 0.0311815 | Time: 1734.41 ms
[2022-04-06 19:11:06 main:574] : INFO : Epoch 1671 | loss: 0.0311721 | val_loss: 0.0311772 | Time: 1758.23 ms
[2022-04-06 19:11:08 main:574] : INFO : Epoch 1672 | loss: 0.031171 | val_loss: 0.0311769 | Time: 1783.17 ms
[2022-04-06 19:11:09 main:574] : INFO : Epoch 1673 | loss: 0.0311707 | val_loss: 0.0311756 | Time: 1758.8 ms
[2022-04-06 19:11:11 main:574] : INFO : Epoch 1674 | loss: 0.0311712 | val_loss: 0.0311762 | Time: 1779.77 ms
[2022-04-06 19:11:13 main:574] : INFO : Epoch 1675 | loss: 0.0311705 | val_loss: 0.0311795 | Time: 1759.9 ms
[2022-04-06 19:11:15 main:574] : INFO : Epoch 1676 | loss: 0.0311698 | val_loss: 0.0311765 | Time: 1737.87 ms
[2022-04-06 19:11:17 main:574] : INFO : Epoch 1677 | loss: 0.0311697 | val_loss: 0.0311751 | Time: 1768.73 ms
[2022-04-06 19:11:18 main:574] : INFO : Epoch 1678 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 1776.27 ms
[2022-04-06 19:11:20 main:574] : INFO : Epoch 1679 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 1765.54 ms
[2022-04-06 19:11:22 main:574] : INFO : Epoch 1680 | loss: 0.0311694 | val_loss: 0.0311769 | Time: 1764.64 ms
[2022-04-06 19:11:24 main:574] : INFO : Epoch 1681 | loss: 0.0311691 | val_loss: 0.0311761 | Time: 1792.85 ms
[2022-04-06 19:11:25 main:574] : INFO : Epoch 1682 | loss: 0.0311697 | val_loss: 0.0311802 | Time: 1787.14 ms
[2022-04-06 19:11:27 main:574] : INFO : Epoch 1683 | loss: 0.0311712 | val_loss: 0.0311762 | Time: 1786.29 ms
[2022-04-06 19:11:29 main:574] : INFO : Epoch 1684 | loss: 0.0311704 | val_loss: 0.0311791 | Time: 1773.02 ms
[2022-04-06 19:11:31 main:574] : INFO : Epoch 1685 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 1750.02 ms
[2022-04-06 19:11:33 main:574] : INFO : Epoch 1686 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 1773.66 ms
[2022-04-06 19:11:34 main:574] : INFO : Epoch 1687 | loss: 0.0311708 | val_loss: 0.0311801 | Time: 1773.39 ms
[2022-04-06 19:11:36 main:574] : INFO : Epoch 1688 | loss: 0.0311698 | val_loss: 0.0311812 | Time: 1774.91 ms
[2022-04-06 19:11:38 main:574] : INFO : Epoch 1689 | loss: 0.0311698 | val_loss: 0.0311763 | Time: 1766.5 ms
[2022-04-06 19:11:40 main:574] : INFO : Epoch 1690 | loss: 0.0311694 | val_loss: 0.0311783 | Time: 1734.17 ms
[2022-04-06 19:11:41 main:574] : INFO : Epoch 1691 | loss: 0.0311737 | val_loss: 0.031185 | Time: 1750.96 ms
[2022-04-06 19:11:43 main:574] : INFO : Epoch 1692 | loss: 0.0311744 | val_loss: 0.0311855 | Time: 1740.08 ms
[2022-04-06 19:11:45 main:574] : INFO : Epoch 1693 | loss: 0.0311714 | val_loss: 0.0311805 | Time: 1735.29 ms
[2022-04-06 19:11:47 main:574] : INFO : Epoch 1694 | loss: 0.0311692 | val_loss: 0.0311767 | Time: 1759.97 ms
[2022-04-06 19:11:48 main:574] : INFO : Epoch 1695 | loss: 0.0311699 | val_loss: 0.0311787 | Time: 1753.85 ms
[2022-04-06 19:11:50 main:574] : INFO : Epoch 1696 | loss: 0.0311691 | val_loss: 0.031178 | Time: 1748.38 ms
[2022-04-06 19:11:52 main:574] : INFO : Epoch 1697 | loss: 0.0311686 | val_loss: 0.0311779 | Time: 1746.76 ms
[2022-04-06 19:11:54 main:574] : INFO : Epoch 1698 | loss: 0.0311689 | val_loss: 0.031176 | Time: 1763.49 ms
[2022-04-06 19:11:55 main:574] : INFO : Epoch 1699 | loss: 0.0311691 | val_loss: 0.031179 | Time: 1747.48 ms
[2022-04-06 19:11:57 main:574] : INFO : Epoch 1700 | loss: 0.0311714 | val_loss: 0.0311824 | Time: 1747.69 ms
[2022-04-06 19:11:59 main:574] : INFO : Epoch 1701 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 1758.91 ms
[2022-04-06 19:12:01 main:574] : INFO : Epoch 1702 | loss: 0.0311714 | val_loss: 0.0311798 | Time: 1737.04 ms
[2022-04-06 19:12:02 main:574] : INFO : Epoch 1703 | loss: 0.0311737 | val_loss: 0.0311748 | Time: 1766.83 ms
[2022-04-06 19:12:04 main:574] : INFO : Epoch 1704 | loss: 0.0311745 | val_loss: 0.0311813 | Time: 1751.42 ms
[2022-04-06 19:12:06 main:574] : INFO : Epoch 1705 | loss: 0.0311821 | val_loss: 0.0311769 | Time: 1842.28 ms
[2022-04-06 19:12:08 main:574] : INFO : Epoch 1706 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 1787.72 ms
[2022-04-06 19:12:10 main:574] : INFO : Epoch 1707 | loss: 0.0311943 | val_loss: 0.0312055 | Time: 1796.48 ms
[2022-04-06 19:12:11 main:574] : INFO : Epoch 1708 | loss: 0.031211 | val_loss: 0.0312068 | Time: 1800.31 ms
[2022-04-06 19:12:13 main:574] : INFO : Epoch 1709 | loss: 0.0312059 | val_loss: 0.0312057 | Time: 1772.76 ms
[2022-04-06 19:12:15 main:574] : INFO : Epoch 1710 | loss: 0.0312057 | val_loss: 0.0312099 | Time: 1800.23 ms
[2022-04-06 19:12:17 main:574] : INFO : Epoch 1711 | loss: 0.0312077 | val_loss: 0.0312041 | Time: 1797.33 ms
[2022-04-06 19:12:19 main:574] : INFO : Epoch 1712 | loss: 0.0312092 | val_loss: 0.0312049 | Time: 1795.34 ms
[2022-04-06 19:12:20 main:574] : INFO : Epoch 1713 | loss: 0.0312051 | val_loss: 0.0312059 | Time: 1801.65 ms
[2022-04-06 19:12:22 main:574] : INFO : Epoch 1714 | loss: 0.0312087 | val_loss: 0.0312027 | Time: 1808.49 ms
[2022-04-06 19:12:24 main:574] : INFO : Epoch 1715 | loss: 0.0312031 | val_loss: 0.0312002 | Time: 1790.26 ms
[2022-04-06 19:12:26 main:574] : INFO : Epoch 1716 | loss: 0.0311993 | val_loss: 0.0312012 | Time: 1815.36 ms
[2022-04-06 19:12:28 main:574] : INFO : Epoch 1717 | loss: 0.0312029 | val_loss: 0.0311977 | Time: 1795.83 ms
[2022-04-06 19:12:30 main:574] : INFO : Epoch 1718 | loss: 0.0311987 | val_loss: 0.0311956 | Time: 1818.2 ms
[2022-04-06 19:12:31 main:574] : INFO : Epoch 1719 | loss: 0.0312002 | val_loss: 0.0311981 | Time: 1788.08 ms
[2022-04-06 19:12:33 main:574] : INFO : Epoch 1720 | loss: 0.0312027 | val_loss: 0.0311978 | Time: 1797.65 ms
[2022-04-06 19:12:35 main:574] : INFO : Epoch 1721 | loss: 0.0312002 | val_loss: 0.0312092 | Time: 1797.14 ms
[2022-04-06 19:12:37 main:574] : INFO : Epoch 1722 | loss: 0.0312014 | val_loss: 0.0311973 | Time: 1768.89 ms
[2022-04-06 19:12:39 main:574] : INFO : Epoch 1723 | loss: 0.0311994 | val_loss: 0.0311977 | Time: 1791.81 ms
[2022-04-06 19:12:40 main:574] : INFO : Epoch 1724 | loss: 0.0311968 | val_loss: 0.0311968 | Time: 1786.57 ms
[2022-04-06 19:12:42 main:574] : INFO : Epoch 1725 | loss: 0.0311965 | val_loss: 0.0311953 | Time: 1795.39 ms
[2022-04-06 19:12:44 main:574] : INFO : Epoch 1726 | loss: 0.0311998 | val_loss: 0.0311955 | Time: 1769.95 ms
[2022-04-06 19:12:46 main:574] : INFO : Epoch 1727 | loss: 0.031196 | val_loss: 0.0311946 | Time: 1776.99 ms
[2022-04-06 19:12:47 main:574] : INFO : Epoch 1728 | loss: 0.0311968 | val_loss: 0.0311959 | Time: 1775.98 ms
[2022-04-06 19:12:49 main:574] : INFO : Epoch 1729 | loss: 0.031197 | val_loss: 0.0311955 | Time: 1810.04 ms
[2022-04-06 19:12:51 main:574] : INFO : Epoch 1730 | loss: 0.0311985 | val_loss: 0.0311966 | Time: 1791.98 ms
[2022-04-06 19:12:53 main:574] : INFO : Epoch 1731 | loss: 0.0311983 | val_loss: 0.0311945 | Time: 1766.96 ms
[2022-04-06 19:12:55 main:574] : INFO : Epoch 1732 | loss: 0.0311969 | val_loss: 0.0311953 | Time: 1764.1 ms
[2022-04-06 19:12:56 main:574] : INFO : Epoch 1733 | loss: 0.0311957 | val_loss: 0.0311933 | Time: 1744.12 ms
[2022-04-06 19:12:58 main:574] : INFO : Epoch 1734 | loss: 0.0311961 | val_loss: 0.0311939 | Time: 1755.2 ms
[2022-04-06 19:13:00 main:574] : INFO : Epoch 1735 | loss: 0.0311956 | val_loss: 0.0311926 | Time: 1763.66 ms
[2022-04-06 19:13:02 main:574] : INFO : Epoch 1736 | loss: 0.0311946 | val_loss: 0.0311943 | Time: 1755.63 ms
[2022-04-06 19:13:03 main:574] : INFO : Epoch 1737 | loss: 0.0311965 | val_loss: 0.0312014 | Time: 1732.88 ms
[2022-04-06 19:13:05 main:574] : INFO : Epoch 1738 | loss: 0.0311999 | val_loss: 0.0311946 | Time: 1738.54 ms
[2022-04-06 19:13:07 main:574] : INFO : Epoch 1739 | loss: 0.0311976 | val_loss: 0.0311918 | Time: 1765.95 ms
[2022-04-06 19:13:09 main:574] : INFO : Epoch 1740 | loss: 0.0311936 | val_loss: 0.0311924 | Time: 1745.3 ms
[2022-04-06 19:13:10 main:574] : INFO : Epoch 1741 | loss: 0.0311953 | val_loss: 0.0311916 | Time: 1761.78 ms
[2022-04-06 19:13:12 main:574] : INFO : Epoch 1742 | loss: 0.031196 | val_loss: 0.031193 | Time: 1754.3 ms
[2022-04-06 19:13:14 main:574] : INFO : Epoch 1743 | loss: 0.0311927 | val_loss: 0.0311893 | Time: 1760.41 ms
[2022-04-06 19:13:16 main:574] : INFO : Epoch 1744 | loss: 0.0311922 | val_loss: 0.0311887 | Time: 1732.48 ms
[2022-04-06 19:13:17 main:574] : INFO : Epoch 1745 | loss: 0.0311917 | val_loss: 0.0311883 | Time: 1740.13 ms
[2022-04-06 19:13:19 main:574] : INFO : Epoch 1746 | loss: 0.0311927 | val_loss: 0.0311916 | Time: 1732.05 ms
[2022-04-06 19:13:21 main:574] : INFO : Epoch 1747 | loss: 0.0311919 | val_loss: 0.0311926 | Time: 1747.32 ms
[2022-04-06 19:13:23 main:574] : INFO : Epoch 1748 | loss: 0.0311941 | val_loss: 0.031189 | Time: 1774.01 ms
[2022-04-06 19:13:24 main:574] : INFO : Epoch 1749 | loss: 0.0311909 | val_loss: 0.0311879 | Time: 1744.5 ms
[2022-04-06 19:13:26 main:574] : INFO : Epoch 1750 | loss: 0.0311901 | val_loss: 0.0311899 | Time: 1743.02 ms
[2022-04-06 19:13:28 main:574] : INFO : Epoch 1751 | loss: 0.0311915 | val_loss: 0.0311868 | Time: 1753.24 ms
[2022-04-06 19:13:30 main:574] : INFO : Epoch 1752 | loss: 0.0311902 | val_loss: 0.0311873 | Time: 1782.98 ms
[2022-04-06 19:13:32 main:574] : INFO : Epoch 1753 | loss: 0.0311902 | val_loss: 0.0311862 | Time: 1763.76 ms
[2022-04-06 19:13:33 main:574] : INFO : Epoch 1754 | loss: 0.0311891 | val_loss: 0.0311861 | Time: 1733 ms
[2022-04-06 19:13:35 main:574] : INFO : Epoch 1755 | loss: 0.0311898 | val_loss: 0.0311874 | Time: 1767.79 ms
[2022-04-06 19:13:37 main:574] : INFO : Epoch 1756 | loss: 0.0311884 | val_loss: 0.0311861 | Time: 1743.98 ms
[2022-04-06 19:13:39 main:574] : INFO : Epoch 1757 | loss: 0.0311881 | val_loss: 0.0311858 | Time: 1751.62 ms
[2022-04-06 19:13:40 main:574] : INFO : Epoch 1758 | loss: 0.0311871 | val_loss: 0.0311851 | Time: 1744.14 ms
[2022-04-06 19:13:42 main:574] : INFO : Epoch 1759 | loss: 0.0311894 | val_loss: 0.0311872 | Time: 1766.13 ms
[2022-04-06 19:13:44 main:574] : INFO : Epoch 1760 | loss: 0.0311876 | val_loss: 0.0311858 | Time: 1760.75 ms
[2022-04-06 19:13:46 main:574] : INFO : Epoch 1761 | loss: 0.0311868 | val_loss: 0.0311841 | Time: 1753.65 ms
[2022-04-06 19:13:47 main:574] : INFO : Epoch 1762 | loss: 0.0311866 | val_loss: 0.0311847 | Time: 1747.58 ms
[2022-04-06 19:13:49 main:574] : INFO : Epoch 1763 | loss: 0.0311875 | val_loss: 0.0311844 | Time: 1738.13 ms
[2022-04-06 19:13:51 main:574] : INFO : Epoch 1764 | loss: 0.0311867 | val_loss: 0.0311832 | Time: 1743.94 ms
[2022-04-06 19:13:53 main:574] : INFO : Epoch 1765 | loss: 0.0311892 | val_loss: 0.0311834 | Time: 1754 ms
[2022-04-06 19:13:54 main:574] : INFO : Epoch 1766 | loss: 0.0311863 | val_loss: 0.031182 | Time: 1756.39 ms
[2022-04-06 19:13:56 main:574] : INFO : Epoch 1767 | loss: 0.0311844 | val_loss: 0.0311836 | Time: 1750.35 ms
[2022-04-06 19:13:58 main:574] : INFO : Epoch 1768 | loss: 0.0311841 | val_loss: 0.0311811 | Time: 1820.48 ms
[2022-04-06 19:14:00 main:574] : INFO : Epoch 1769 | loss: 0.0311834 | val_loss: 0.0311828 | Time: 1792.29 ms
[2022-04-06 19:14:02 main:574] : INFO : Epoch 1770 | loss: 0.031184 | val_loss: 0.0311802 | Time: 1771.46 ms
[2022-04-06 19:14:03 main:574] : INFO : Epoch 1771 | loss: 0.0311831 | val_loss: 0.031181 | Time: 1756.91 ms
[2022-04-06 19:14:05 main:574] : INFO : Epoch 1772 | loss: 0.0311838 | val_loss: 0.0311832 | Time: 1761.15 ms
[2022-04-06 19:14:07 main:574] : INFO : Epoch 1773 | loss: 0.0311847 | val_loss: 0.0311889 | Time: 1855.51 ms
[2022-04-06 19:14:09 main:574] : INFO : Epoch 1774 | loss: 0.0311855 | val_loss: 0.0311804 | Time: 1752.39 ms
[2022-04-06 19:14:10 main:574] : INFO : Epoch 1775 | loss: 0.0311835 | val_loss: 0.0311814 | Time: 1749.7 ms
[2022-04-06 19:14:12 main:574] : INFO : Epoch 1776 | loss: 0.0311835 | val_loss: 0.0311804 | Time: 1736.59 ms
[2022-04-06 19:14:14 main:574] : INFO : Epoch 1777 | loss: 0.0311829 | val_loss: 0.031182 | Time: 1758.93 ms
[2022-04-06 19:14:16 main:574] : INFO : Epoch 1778 | loss: 0.0311832 | val_loss: 0.03118 | Time: 1746.46 ms
[2022-04-06 19:14:17 main:574] : INFO : Epoch 1779 | loss: 0.031182 | val_loss: 0.0311795 | Time: 1733.51 ms
[2022-04-06 19:14:19 main:574] : INFO : Epoch 1780 | loss: 0.0311831 | val_loss: 0.0311821 | Time: 1756.29 ms
[2022-04-06 19:14:21 main:574] : INFO : Epoch 1781 | loss: 0.0311818 | val_loss: 0.0311793 | Time: 1767.44 ms
[2022-04-06 19:14:23 main:574] : INFO : Epoch 1782 | loss: 0.0311831 | val_loss: 0.0311821 | Time: 1729.55 ms
[2022-04-06 19:14:24 main:574] : INFO : Epoch 1783 | loss: 0.0311827 | val_loss: 0.0311816 | Time: 1748.79 ms
[2022-04-06 19:14:26 main:574] : INFO : Epoch 1784 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 1754.54 ms
[2022-04-06 19:14:28 main:574] : INFO : Epoch 1785 | loss: 0.0311828 | val_loss: 0.0311811 | Time: 1729.25 ms
[2022-04-06 19:14:30 main:574] : INFO : Epoch 1786 | loss: 0.0311828 | val_loss: 0.0311827 | Time: 1754.99 ms
[2022-04-06 19:14:32 main:574] : INFO : Epoch 1787 | loss: 0.031184 | val_loss: 0.0311793 | Time: 1755.28 ms
[2022-04-06 19:14:33 main:574] : INFO : Epoch 1788 | loss: 0.0311832 | val_loss: 0.0311801 | Time: 1769.73 ms
[2022-04-06 19:14:35 main:574] : INFO : Epoch 1789 | loss: 0.0311823 | val_loss: 0.0311805 | Time: 1732.13 ms
[2022-04-06 19:14:37 main:574] : INFO : Epoch 1790 | loss: 0.0311821 | val_loss: 0.0311797 | Time: 1739.6 ms
[2022-04-06 19:14:39 main:574] : INFO : Epoch 1791 | loss: 0.0311854 | val_loss: 0.031182 | Time: 1757.11 ms
[2022-04-06 19:14:40 main:574] : INFO : Epoch 1792 | loss: 0.0311826 | val_loss: 0.0311796 | Time: 1752.59 ms
[2022-04-06 19:14:42 main:574] : INFO : Epoch 1793 | loss: 0.0311815 | val_loss: 0.0311806 | Time: 1761.66 ms
[2022-04-06 19:14:44 main:574] : INFO : Epoch 1794 | loss: 0.0311819 | val_loss: 0.0311797 | Time: 1747.71 ms
[2022-04-06 19:14:46 main:574] : INFO : Epoch 1795 | loss: 0.0311822 | val_loss: 0.0311823 | Time: 1736.06 ms
[2022-04-06 19:14:47 main:574] : INFO : Epoch 1796 | loss: 0.031181 | val_loss: 0.0311797 | Time: 1747.16 ms
[2022-04-06 19:14:49 main:574] : INFO : Epoch 1797 | loss: 0.0311817 | val_loss: 0.0311788 | Time: 1758.78 ms
[2022-04-06 19:14:51 main:574] : INFO : Epoch 1798 | loss: 0.0311804 | val_loss: 0.0311792 | Time: 1751.37 ms
[2022-04-06 19:14:53 main:574] : INFO : Epoch 1799 | loss: 0.0311807 | val_loss: 0.0311798 | Time: 1739.27 ms
[2022-04-06 19:14:54 main:574] : INFO : Epoch 1800 | loss: 0.0311809 | val_loss: 0.0311788 | Time: 1757.13 ms
[2022-04-06 19:14:56 main:574] : INFO : Epoch 1801 | loss: 0.0311801 | val_loss: 0.0311788 | Time: 1764.26 ms
[2022-04-06 19:14:58 main:574] : INFO : Epoch 1802 | loss: 0.031182 | val_loss: 0.031179 | Time: 1739.92 ms
[2022-04-06 19:15:00 main:574] : INFO : Epoch 1803 | loss: 0.0311827 | val_loss: 0.0311808 | Time: 1732.75 ms
[2022-04-06 19:15:01 main:574] : INFO : Epoch 1804 | loss: 0.0311819 | val_loss: 0.0311793 | Time: 1742.5 ms
[2022-04-06 19:15:03 main:574] : INFO : Epoch 1805 | loss: 0.0311802 | val_loss: 0.0311787 | Time: 1741.41 ms
[2022-04-06 19:15:05 main:574] : INFO : Epoch 1806 | loss: 0.0311818 | val_loss: 0.0311826 | Time: 1853.06 ms
[2022-04-06 19:15:07 main:574] : INFO : Epoch 1807 | loss: 0.0311816 | val_loss: 0.0311801 | Time: 1719.73 ms
[2022-04-06 19:15:08 main:574] : INFO : Epoch 1808 | loss: 0.0311811 | val_loss: 0.0311802 | Time: 1770.83 ms
[2022-04-06 19:15:10 main:574] : INFO : Epoch 1809 | loss: 0.0311802 | val_loss: 0.0311802 | Time: 1748.58 ms
[2022-04-06 19:15:12 main:574] : INFO : Epoch 1810 | loss: 0.0311799 | val_loss: 0.0311788 | Time: 1762.93 ms
[2022-04-06 19:15:14 main:574] : INFO : Epoch 1811 | loss: 0.0311799 | val_loss: 0.0311788 | Time: 1756.07 ms
[2022-04-06 19:15:15 main:574] : INFO : Epoch 1812 | loss: 0.0311805 | val_loss: 0.0311806 | Time: 1753.32 ms
[2022-04-06 19:15:17 main:574] : INFO : Epoch 1813 | loss: 0.0311807 | val_loss: 0.031179 | Time: 1750.35 ms
[2022-04-06 19:15:19 main:574] : INFO : Epoch 1814 | loss: 0.0311801 | val_loss: 0.0311791 | Time: 1733.98 ms
[2022-04-06 19:15:21 main:574] : INFO : Epoch 1815 | loss: 0.0311808 | val_loss: 0.0311793 | Time: 1738.82 ms
[2022-04-06 19:15:22 main:574] : INFO : Epoch 1816 | loss: 0.0311801 | val_loss: 0.0311789 | Time: 1749.85 ms
[2022-04-06 19:15:24 main:574] : INFO : Epoch 1817 | loss: 0.0311816 | val_loss: 0.0311797 | Time: 1732.38 ms
[2022-04-06 19:15:26 main:574] : INFO : Epoch 1818 | loss: 0.0311806 | val_loss: 0.0311859 | Time: 1758.31 ms
[2022-04-06 19:15:28 main:574] : INFO : Epoch 1819 | loss: 0.0311819 | val_loss: 0.0311793 | Time: 1740.56 ms
[2022-04-06 19:15:29 main:574] : INFO : Epoch 1820 | loss: 0.0311798 | val_loss: 0.0311792 | Time: 1743.29 ms
[2022-04-06 19:15:31 main:574] : INFO : Epoch 1821 | loss: 0.0311812 | val_loss: 0.0311891 | Time: 1742.62 ms
[2022-04-06 19:15:33 main:574] : INFO : Epoch 1822 | loss: 0.0311827 | val_loss: 0.0311806 | Time: 1769.21 ms
[2022-04-06 19:15:35 main:574] : INFO : Epoch 1823 | loss: 0.0311797 | val_loss: 0.0311783 | Time: 1741.42 ms
[2022-04-06 19:15:37 main:574] : INFO : Epoch 1824 | loss: 0.0311812 | val_loss: 0.0311838 | Time: 1748.15 ms
[2022-04-06 19:15:38 main:574] : INFO : Epoch 1825 | loss: 0.0311815 | val_loss: 0.0311791 | Time: 1757.82 ms
[2022-04-06 19:15:40 main:574] : INFO : Epoch 1826 | loss: 0.0311794 | val_loss: 0.031179 | Time: 1729.92 ms
[2022-04-06 19:15:42 main:574] : INFO : Epoch 1827 | loss: 0.0311797 | val_loss: 0.0311793 | Time: 1756.92 ms
[2022-04-06 19:15:44 main:574] : INFO : Epoch 1828 | loss: 0.0311809 | val_loss: 0.031179 | Time: 1741.75 ms
[2022-04-06 19:15:45 main:574] : INFO : Epoch 1829 | loss: 0.0311816 | val_loss: 0.0311812 | Time: 1780.09 ms
[2022-04-06 19:15:47 main:574] : INFO : Epoch 1830 | loss: 0.0311805 | val_loss: 0.0311785 | Time: 1748.43 ms
[2022-04-06 19:15:49 main:574] : INFO : Epoch 1831 | loss: 0.0311801 | val_loss: 0.0311785 | Time: 1737.42 ms
[2022-04-06 19:15:51 main:574] : INFO : Epoch 1832 | loss: 0.0311799 | val_loss: 0.0311784 | Time: 1793.85 ms
[2022-04-06 19:15:52 main:574] : INFO : Epoch 1833 | loss: 0.03118 | val_loss: 0.0311801 | Time: 1738.9 ms
[2022-04-06 19:15:54 main:574] : INFO : Epoch 1834 | loss: 0.0311798 | val_loss: 0.0311783 | Time: 1758.72 ms
[2022-04-06 19:15:56 main:574] : INFO : Epoch 1835 | loss: 0.0311796 | val_loss: 0.0311786 | Time: 1759.66 ms
[2022-04-06 19:15:58 main:574] : INFO : Epoch 1836 | loss: 0.0311801 | val_loss: 0.0311793 | Time: 1749.31 ms
[2022-04-06 19:15:59 main:574] : INFO : Epoch 1837 | loss: 0.0311804 | val_loss: 0.0311798 | Time: 1753.71 ms
[2022-04-06 19:16:01 main:574] : INFO : Epoch 1838 | loss: 0.0311801 | val_loss: 0.0311786 | Time: 1752.72 ms
[2022-04-06 19:16:03 main:574] : INFO : Epoch 1839 | loss: 0.0311792 | val_loss: 0.0311785 | Time: 1740.7 ms
[2022-04-06 19:16:05 main:574] : INFO : Epoch 1840 | loss: 0.0311801 | val_loss: 0.0311811 | Time: 1756.95 ms
[2022-04-06 19:16:06 main:574] : INFO : Epoch 1841 | loss: 0.0311812 | val_loss: 0.031179 | Time: 1774.05 ms
[2022-04-06 19:16:08 main:574] : INFO : Epoch 1842 | loss: 0.0311794 | val_loss: 0.0311784 | Time: 1764.02 ms
[2022-04-06 19:16:10 main:574] : INFO : Epoch 1843 | loss: 0.0311797 | val_loss: 0.0311804 | Time: 1831.41 ms
[2022-04-06 19:16:12 main:574] : INFO : Epoch 1844 | loss: 0.0311801 | val_loss: 0.0311788 | Time: 1819.04 ms
[2022-04-06 19:16:14 main:574] : INFO : Epoch 1845 | loss: 0.0311789 | val_loss: 0.031178 | Time: 1782.13 ms
[2022-04-06 19:16:15 main:574] : INFO : Epoch 1846 | loss: 0.0311794 | val_loss: 0.0311788 | Time: 1816.82 ms
[2022-04-06 19:16:17 main:574] : INFO : Epoch 1847 | loss: 0.0311811 | val_loss: 0.0311789 | Time: 1791.85 ms
[2022-04-06 19:16:19 main:574] : INFO : Epoch 1848 | loss: 0.0311804 | val_loss: 0.0311857 | Time: 1802.97 ms
[2022-04-06 19:16:21 main:574] : INFO : Epoch 1849 | loss: 0.0311796 | val_loss: 0.0311798 | Time: 1777.33 ms
[2022-04-06 19:16:23 main:574] : INFO : Epoch 1850 | loss: 0.0311795 | val_loss: 0.0311795 | Time: 1801.15 ms
[2022-04-06 19:16:25 main:574] : INFO : Epoch 1851 | loss: 0.0311799 | val_loss: 0.0311842 | Time: 1771.55 ms
[2022-04-06 19:16:26 main:574] : INFO : Epoch 1852 | loss: 0.0311815 | val_loss: 0.0311837 | Time: 1791.06 ms
[2022-04-06 19:16:28 main:574] : INFO : Epoch 1853 | loss: 0.0311813 | val_loss: 0.0311818 | Time: 1815.5 ms
[2022-04-06 19:16:30 main:574] : INFO : Epoch 1854 | loss: 0.031183 | val_loss: 0.0311816 | Time: 1808.39 ms
[2022-04-06 19:16:32 main:574] : INFO : Epoch 1855 | loss: 0.031182 | val_loss: 0.0311807 | Time: 1779.95 ms
[2022-04-06 19:16:34 main:574] : INFO : Epoch 1856 | loss: 0.0311834 | val_loss: 0.0311816 | Time: 1786.97 ms
[2022-04-06 19:16:35 main:574] : INFO : Epoch 1857 | loss: 0.0311814 | val_loss: 0.0311807 | Time: 1794.04 ms
[2022-04-06 19:16:37 main:574] : INFO : Epoch 1858 | loss: 0.0311817 | val_loss: 0.031183 | Time: 1803.26 ms
[2022-04-06 19:16:39 main:574] : INFO : Epoch 1859 | loss: 0.0311817 | val_loss: 0.0311804 | Time: 1788.82 ms
[2022-04-06 19:16:41 main:574] : INFO : Epoch 1860 | loss: 0.0311811 | val_loss: 0.0311826 | Time: 1797.36 ms
[2022-04-06 19:16:43 main:574] : INFO : Epoch 1861 | loss: 0.0311822 | val_loss: 0.0311813 | Time: 1803.13 ms
[2022-04-06 19:16:44 main:574] : INFO : Epoch 1862 | loss: 0.0311815 | val_loss: 0.0311803 | Time: 1794.84 ms
[2022-04-06 19:16:46 main:574] : INFO : Epoch 1863 | loss: 0.031181 | val_loss: 0.0311814 | Time: 1790.25 ms
[2022-04-06 19:16:48 main:574] : INFO : Epoch 1864 | loss: 0.0311808 | val_loss: 0.0311795 | Time: 1808.46 ms
[2022-04-06 19:16:50 main:574] : INFO : Epoch 1865 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 1784.54 ms
[2022-04-06 19:16:52 main:574] : INFO : Epoch 1866 | loss: 0.0311796 | val_loss: 0.0311794 | Time: 1803.96 ms
[2022-04-06 19:16:53 main:574] : INFO : Epoch 1867 | loss: 0.0311804 | val_loss: 0.03118 | Time: 1808.45 ms
[2022-04-06 19:16:55 main:574] : INFO : Epoch 1868 | loss: 0.0311814 | val_loss: 0.0311841 | Time: 1807.12 ms
[2022-04-06 19:16:57 main:574] : INFO : Epoch 1869 | loss: 0.031183 | val_loss: 0.0311814 | Time: 1824.55 ms
[2022-04-06 19:16:59 main:574] : INFO : Epoch 1870 | loss: 0.0311807 | val_loss: 0.0311808 | Time: 1792.91 ms
[2022-04-06 19:17:01 main:574] : INFO : Epoch 1871 | loss: 0.0311803 | val_loss: 0.031182 | Time: 1792.72 ms
[2022-04-06 19:17:02 main:574] : INFO : Epoch 1872 | loss: 0.0311804 | val_loss: 0.0311798 | Time: 1799.77 ms
[2022-04-06 19:17:04 main:574] : INFO : Epoch 1873 | loss: 0.0311805 | val_loss: 0.0311815 | Time: 1798.93 ms
[2022-04-06 19:17:06 main:574] : INFO : Epoch 1874 | loss: 0.0311803 | val_loss: 0.0311805 | Time: 1839.76 ms
[2022-04-06 19:17:08 main:574] : INFO : Epoch 1875 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 1780.03 ms
[2022-04-06 19:17:10 main:574] : INFO : Epoch 1876 | loss: 0.031179 | val_loss: 0.0311791 | Time: 1807.81 ms
[2022-04-06 19:17:11 main:574] : INFO : Epoch 1877 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 1794.55 ms
[2022-04-06 19:17:13 main:574] : INFO : Epoch 1878 | loss: 0.0311789 | val_loss: 0.0311828 | Time: 1788.62 ms
[2022-04-06 19:17:15 main:574] : INFO : Epoch 1879 | loss: 0.031179 | val_loss: 0.0311806 | Time: 1795.46 ms
[2022-04-06 19:17:17 main:574] : INFO : Epoch 1880 | loss: 0.0311799 | val_loss: 0.0311822 | Time: 1803.32 ms
[2022-04-06 19:17:19 main:574] : INFO : Epoch 1881 | loss: 0.0311796 | val_loss: 0.031179 | Time: 1774.52 ms
[2022-04-06 19:17:20 main:574] : INFO : Epoch 1882 | loss: 0.0311814 | val_loss: 0.0311799 | Time: 1793.8 ms
[2022-04-06 19:17:22 main:574] : INFO : Epoch 1883 | loss: 0.0311816 | val_loss: 0.0311847 | Time: 1791.03 ms
[2022-04-06 19:17:24 main:574] : INFO : Epoch 1884 | loss: 0.0311802 | val_loss: 0.0311795 | Time: 1792.14 ms
[2022-04-06 19:17:26 main:574] : INFO : Epoch 1885 | loss: 0.0311787 | val_loss: 0.0311789 | Time: 1793.86 ms
[2022-04-06 19:17:28 main:574] : INFO : Epoch 1886 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 1772.09 ms
[2022-04-06 19:17:29 main:574] : INFO : Epoch 1887 | loss: 0.0311803 | val_loss: 0.0311798 | Time: 1788.58 ms
[2022-04-06 19:17:31 main:574] : INFO : Epoch 1888 | loss: 0.03118 | val_loss: 0.0311819 | Time: 1792.8 ms
[2022-04-06 19:17:33 main:574] : INFO : Epoch 1889 | loss: 0.0311786 | val_loss: 0.0311794 | Time: 1793.85 ms
[2022-04-06 19:17:35 main:574] : INFO : Epoch 1890 | loss: 0.0311795 | val_loss: 0.0311846 | Time: 1793.59 ms
[2022-04-06 19:17:37 main:574] : INFO : Epoch 1891 | loss: 0.0311804 | val_loss: 0.0311821 | Time: 1805.15 ms
[2022-04-06 19:17:38 main:574] : INFO : Epoch 1892 | loss: 0.0311798 | val_loss: 0.0311804 | Time: 1793.22 ms
[2022-04-06 19:17:40 main:574] : INFO : Epoch 1893 | loss: 0.03118 | val_loss: 0.03118 | Time: 1795.75 ms
[2022-04-06 19:17:42 main:574] : INFO : Epoch 1894 | loss: 0.03118 | val_loss: 0.031184 | Time: 1824.4 ms
[2022-04-06 19:17:44 main:574] : INFO : Epoch 1895 | loss: 0.0311857 | val_loss: 0.0311988 | Time: 1790.67 ms
[2022-04-06 19:17:46 main:574] : INFO : Epoch 1896 | loss: 0.0312071 | val_loss: 0.0312026 | Time: 1777.77 ms
[2022-04-06 19:17:47 main:574] : INFO : Epoch 1897 | loss: 0.0311938 | val_loss: 0.0311859 | Time: 1824.99 ms
[2022-04-06 19:17:49 main:574] : INFO : Epoch 1898 | loss: 0.0311807 | val_loss: 0.0311798 | Time: 1776.91 ms
[2022-04-06 19:17:51 main:574] : INFO : Epoch 1899 | loss: 0.0311826 | val_loss: 0.0311794 | Time: 1762.48 ms
[2022-04-06 19:17:53 main:574] : INFO : Epoch 1900 | loss: 0.0311828 | val_loss: 0.0311821 | Time: 1795.23 ms
[2022-04-06 19:17:55 main:574] : INFO : Epoch 1901 | loss: 0.0311839 | val_loss: 0.0311846 | Time: 1819.75 ms
[2022-04-06 19:17:57 main:574] : INFO : Epoch 1902 | loss: 0.031183 | val_loss: 0.0311822 | Time: 1883.13 ms
[2022-04-06 19:17:58 main:574] : INFO : Epoch 1903 | loss: 0.0311821 | val_loss: 0.0311786 | Time: 1804.54 ms
[2022-04-06 19:18:00 main:574] : INFO : Epoch 1904 | loss: 0.03118 | val_loss: 0.031179 | Time: 1789.8 ms
[2022-04-06 19:18:02 main:574] : INFO : Epoch 1905 | loss: 0.0311803 | val_loss: 0.0311794 | Time: 1795.13 ms
[2022-04-06 19:18:04 main:574] : INFO : Epoch 1906 | loss: 0.03118 | val_loss: 0.0311784 | Time: 1787.25 ms
[2022-04-06 19:18:06 main:574] : INFO : Epoch 1907 | loss: 0.0311789 | val_loss: 0.0311777 | Time: 1820.31 ms
[2022-04-06 19:18:07 main:574] : INFO : Epoch 1908 | loss: 0.0311786 | val_loss: 0.0311785 | Time: 1834.75 ms
[2022-04-06 19:18:09 main:574] : INFO : Epoch 1909 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 1790.58 ms
[2022-04-06 19:18:11 main:574] : INFO : Epoch 1910 | loss: 0.0311796 | val_loss: 0.0311786 | Time: 1772.87 ms
[2022-04-06 19:18:13 main:574] : INFO : Epoch 1911 | loss: 0.0311793 | val_loss: 0.0311787 | Time: 1784.78 ms
[2022-04-06 19:18:15 main:574] : INFO : Epoch 1912 | loss: 0.0311801 | val_loss: 0.0311853 | Time: 1794.68 ms
[2022-04-06 19:18:16 main:574] : INFO : Epoch 1913 | loss: 0.0311794 | val_loss: 0.0311793 | Time: 1801.45 ms
[2022-04-06 19:18:18 main:574] : INFO : Epoch 1914 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 1804.9 ms
[2022-04-06 19:18:20 main:574] : INFO : Epoch 1915 | loss: 0.0311783 | val_loss: 0.0311782 | Time: 1787.66 ms
[2022-04-06 19:18:22 main:574] : INFO : Epoch 1916 | loss: 0.0311793 | val_loss: 0.0311818 | Time: 1808.33 ms
[2022-04-06 19:18:24 main:574] : INFO : Epoch 1917 | loss: 0.0311811 | val_loss: 0.0311798 | Time: 1793.46 ms
[2022-04-06 19:18:25 main:574] : INFO : Epoch 1918 | loss: 0.0311792 | val_loss: 0.0311796 | Time: 1789.24 ms
[2022-04-06 19:18:27 main:574] : INFO : Epoch 1919 | loss: 0.0311801 | val_loss: 0.0311786 | Time: 1782.87 ms
[2022-04-06 19:18:29 main:574] : INFO : Epoch 1920 | loss: 0.0311784 | val_loss: 0.0311798 | Time: 1798.71 ms
[2022-04-06 19:18:31 main:574] : INFO : Epoch 1921 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 1785.34 ms
[2022-04-06 19:18:33 main:574] : INFO : Epoch 1922 | loss: 0.0311779 | val_loss: 0.0311809 | Time: 1802.29 ms
[2022-04-06 19:18:34 main:574] : INFO : Epoch 1923 | loss: 0.0311789 | val_loss: 0.0311866 | Time: 1801.91 ms
[2022-04-06 19:18:36 main:574] : INFO : Epoch 1924 | loss: 0.0311805 | val_loss: 0.0311836 | Time: 1788.57 ms
[2022-04-06 19:18:38 main:574] : INFO : Epoch 1925 | loss: 0.0311827 | val_loss: 0.0311794 | Time: 1788.54 ms
[2022-04-06 19:18:40 main:574] : INFO : Epoch 1926 | loss: 0.0311803 | val_loss: 0.0311794 | Time: 1804.21 ms
[2022-04-06 19:18:42 main:574] : INFO : Epoch 1927 | loss: 0.0311774 | val_loss: 0.0311791 | Time: 1778.94 ms
[2022-04-06 19:18:43 main:574] : INFO : Epoch 1928 | loss: 0.0311775 | val_loss: 0.0311792 | Time: 1803.11 ms
[2022-04-06 19:18:45 main:574] : INFO : Epoch 1929 | loss: 0.0311773 | val_loss: 0.0311791 | Time: 1807.32 ms
[2022-04-06 19:18:47 main:574] : INFO : Epoch 1930 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 1783.19 ms
[2022-04-06 19:18:49 main:574] : INFO : Epoch 1931 | loss: 0.0311778 | val_loss: 0.0311798 | Time: 1804.08 ms
[2022-04-06 19:18:51 main:574] : INFO : Epoch 1932 | loss: 0.031178 | val_loss: 0.0311792 | Time: 1815.21 ms
[2022-04-06 19:18:52 main:574] : INFO : Epoch 1933 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 1806.36 ms
[2022-04-06 19:18:54 main:574] : INFO : Epoch 1934 | loss: 0.0311798 | val_loss: 0.0311842 | Time: 1776.9 ms
[2022-04-06 19:18:56 main:574] : INFO : Epoch 1935 | loss: 0.031179 | val_loss: 0.031179 | Time: 1799.89 ms
[2022-04-06 19:18:58 main:574] : INFO : Epoch 1936 | loss: 0.0311782 | val_loss: 0.0311825 | Time: 1803.43 ms
[2022-04-06 19:19:00 main:574] : INFO : Epoch 1937 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 1810.96 ms
[2022-04-06 19:19:01 main:574] : INFO : Epoch 1938 | loss: 0.031177 | val_loss: 0.0311787 | Time: 1781.99 ms
[2022-04-06 19:19:03 main:574] : INFO : Epoch 1939 | loss: 0.0311771 | val_loss: 0.0311787 | Time: 1783.28 ms
[2022-04-06 19:19:05 main:574] : INFO : Epoch 1940 | loss: 0.0311776 | val_loss: 0.031181 | Time: 1792.89 ms
[2022-04-06 19:19:07 main:574] : INFO : Epoch 1941 | loss: 0.0311777 | val_loss: 0.0311796 | Time: 1894.74 ms
[2022-04-06 19:19:09 main:574] : INFO : Epoch 1942 | loss: 0.0311771 | val_loss: 0.0311789 | Time: 1798.5 ms
[2022-04-06 19:19:11 main:574] : INFO : Epoch 1943 | loss: 0.0311771 | val_loss: 0.0311805 | Time: 1808.88 ms
[2022-04-06 19:19:12 main:574] : INFO : Epoch 1944 | loss: 0.031178 | val_loss: 0.0311787 | Time: 1812.8 ms
[2022-04-06 19:19:14 main:574] : INFO : Epoch 1945 | loss: 0.031177 | val_loss: 0.0311806 | Time: 1807.76 ms
[2022-04-06 19:19:16 main:574] : INFO : Epoch 1946 | loss: 0.0311773 | val_loss: 0.0311788 | Time: 1786.19 ms
[2022-04-06 19:19:18 main:574] : INFO : Epoch 1947 | loss: 0.0311773 | val_loss: 0.031179 | Time: 1796.27 ms
[2022-04-06 19:19:20 main:574] : INFO : Epoch 1948 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 1805.44 ms
[2022-04-06 19:19:21 main:574] : INFO : Epoch 1949 | loss: 0.0311775 | val_loss: 0.0311811 | Time: 1805.99 ms
[2022-04-06 19:19:23 main:574] : INFO : Epoch 1950 | loss: 0.0311777 | val_loss: 0.0311799 | Time: 1782.88 ms
[2022-04-06 19:19:25 main:574] : INFO : Epoch 1951 | loss: 0.0311771 | val_loss: 0.031179 | Time: 1791.78 ms
[2022-04-06 19:19:27 main:574] : INFO : Epoch 1952 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 1784.02 ms
[2022-04-06 19:19:29 main:574] : INFO : Epoch 1953 | loss: 0.0311765 | val_loss: 0.0311792 | Time: 1808.01 ms
[2022-04-06 19:19:30 main:574] : INFO : Epoch 1954 | loss: 0.0311765 | val_loss: 0.031179 | Time: 1796.37 ms
[2022-04-06 19:19:32 main:574] : INFO : Epoch 1955 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 1810.18 ms
[2022-04-06 19:19:34 main:574] : INFO : Epoch 1956 | loss: 0.0311771 | val_loss: 0.031181 | Time: 1782.7 ms
[2022-04-06 19:19:36 main:574] : INFO : Epoch 1957 | loss: 0.0311785 | val_loss: 0.0311889 | Time: 1790.6 ms
[2022-04-06 19:19:38 main:574] : INFO : Epoch 1958 | loss: 0.0311778 | val_loss: 0.0311797 | Time: 1790.09 ms
[2022-04-06 19:19:39 main:574] : INFO : Epoch 1959 | loss: 0.0311764 | val_loss: 0.0311805 | Time: 1790.52 ms
[2022-04-06 19:19:41 main:574] : INFO : Epoch 1960 | loss: 0.0311765 | val_loss: 0.0311806 | Time: 1797.83 ms
[2022-04-06 19:19:43 main:574] : INFO : Epoch 1961 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 1802.89 ms
[2022-04-06 19:19:45 main:574] : INFO : Epoch 1962 | loss: 0.0311772 | val_loss: 0.0311817 | Time: 1785.26 ms
[2022-04-06 19:19:47 main:574] : INFO : Epoch 1963 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 1801.82 ms
[2022-04-06 19:19:48 main:574] : INFO : Epoch 1964 | loss: 0.0311778 | val_loss: 0.0311791 | Time: 1780.87 ms
[2022-04-06 19:19:50 main:574] : INFO : Epoch 1965 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 1799.24 ms
[2022-04-06 19:19:52 main:574] : INFO : Epoch 1966 | loss: 0.0311773 | val_loss: 0.0311788 | Time: 1794.56 ms
[2022-04-06 19:19:54 main:574] : INFO : Epoch 1967 | loss: 0.0311761 | val_loss: 0.0311803 | Time: 1786.71 ms
[2022-04-06 19:19:56 main:574] : INFO : Epoch 1968 | loss: 0.031176 | val_loss: 0.0311789 | Time: 1789.43 ms
[2022-04-06 19:19:57 main:574] : INFO : Epoch 1969 | loss: 0.0311763 | val_loss: 0.0311799 | Time: 1789.9 ms
[2022-04-06 19:19:59 main:574] : INFO : Epoch 1970 | loss: 0.0311765 | val_loss: 0.031182 | Time: 1785.66 ms
[2022-04-06 19:20:01 main:574] : INFO : Epoch 1971 | loss: 0.031177 | val_loss: 0.0311845 | Time: 1787.45 ms
[2022-04-06 19:20:03 main:574] : INFO : Epoch 1972 | loss: 0.0311786 | val_loss: 0.0311862 | Time: 1806.31 ms
[2022-04-06 19:20:05 main:574] : INFO : Epoch 1973 | loss: 0.0311775 | val_loss: 0.0311803 | Time: 1794.96 ms
[2022-04-06 19:20:06 main:574] : INFO : Epoch 1974 | loss: 0.0311758 | val_loss: 0.031179 | Time: 1834.66 ms
[2022-04-06 19:20:08 main:574] : INFO : Epoch 1975 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 1795.72 ms
[2022-04-06 19:20:10 main:574] : INFO : Epoch 1976 | loss: 0.0311779 | val_loss: 0.0311892 | Time: 1802.61 ms
[2022-04-06 19:20:12 main:574] : INFO : Epoch 1977 | loss: 0.031179 | val_loss: 0.0311814 | Time: 1795.93 ms
[2022-04-06 19:20:14 main:574] : INFO : Epoch 1978 | loss: 0.0311798 | val_loss: 0.0311824 | Time: 1802.43 ms
[2022-04-06 19:20:15 main:574] : INFO : Epoch 1979 | loss: 0.0311795 | val_loss: 0.0311832 | Time: 1796.92 ms
[2022-04-06 19:20:17 main:574] : INFO : Epoch 1980 | loss: 0.0311788 | val_loss: 0.0311803 | Time: 1798.69 ms
[2022-04-06 19:20:19 main:574] : INFO : Epoch 1981 | loss: 0.0311769 | val_loss: 0.031179 | Time: 1905.84 ms
[2022-04-06 19:20:21 main:574] : INFO : Epoch 1982 | loss: 0.0311773 | val_loss: 0.0311843 | Time: 1811.93 ms
[2022-04-06 19:20:23 main:574] : INFO : Epoch 1983 | loss: 0.0311763 | val_loss: 0.0311793 | Time: 1810.98 ms
[2022-04-06 19:20:25 main:574] : INFO : Epoch 1984 | loss: 0.0311764 | val_loss: 0.0311786 | Time: 1783.13 ms
[2022-04-06 19:20:26 main:574] : INFO : Epoch 1985 | loss: 0.0311759 | val_loss: 0.0311789 | Time: 1808.86 ms
[2022-04-06 19:20:28 main:574] : INFO : Epoch 1986 | loss: 0.0311757 | val_loss: 0.0311798 | Time: 1804.17 ms
[2022-04-06 19:20:30 main:574] : INFO : Epoch 1987 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 1786.46 ms
[2022-04-06 19:20:32 main:574] : INFO : Epoch 1988 | loss: 0.0311757 | val_loss: 0.03118 | Time: 1814.6 ms
[2022-04-06 19:20:34 main:574] : INFO : Epoch 1989 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 1808.91 ms
[2022-04-06 19:20:35 main:574] : INFO : Epoch 1990 | loss: 0.0311752 | val_loss: 0.0311796 | Time: 1807.57 ms
[2022-04-06 19:20:37 main:574] : INFO : Epoch 1991 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 1800.43 ms
[2022-04-06 19:20:39 main:574] : INFO : Epoch 1992 | loss: 0.0311762 | val_loss: 0.0311806 | Time: 1791.34 ms
[2022-04-06 19:20:41 main:574] : INFO : Epoch 1993 | loss: 0.0311773 | val_loss: 0.0311835 | Time: 1793.6 ms
[2022-04-06 19:20:43 main:574] : INFO : Epoch 1994 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 1783.18 ms
[2022-04-06 19:20:44 main:574] : INFO : Epoch 1995 | loss: 0.0311756 | val_loss: 0.0311791 | Time: 1793.47 ms
[2022-04-06 19:20:46 main:574] : INFO : Epoch 1996 | loss: 0.0311762 | val_loss: 0.03119 | Time: 1780.45 ms
[2022-04-06 19:20:48 main:574] : INFO : Epoch 1997 | loss: 0.0311791 | val_loss: 0.0311791 | Time: 1811.65 ms
[2022-04-06 19:20:50 main:574] : INFO : Epoch 1998 | loss: 0.0311749 | val_loss: 0.0311786 | Time: 1790.12 ms
[2022-04-06 19:20:52 main:574] : INFO : Epoch 1999 | loss: 0.0311757 | val_loss: 0.0311855 | Time: 1787.69 ms
[2022-04-06 19:20:53 main:574] : INFO : Epoch 2000 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 1801.99 ms
[2022-04-06 19:20:55 main:574] : INFO : Epoch 2001 | loss: 0.0311752 | val_loss: 0.0311799 | Time: 1787.28 ms
[2022-04-06 19:20:57 main:574] : INFO : Epoch 2002 | loss: 0.0311748 | val_loss: 0.0311788 | Time: 1796.57 ms
[2022-04-06 19:20:59 main:574] : INFO : Epoch 2003 | loss: 0.0311751 | val_loss: 0.0311782 | Time: 1790.72 ms
[2022-04-06 19:21:01 main:574] : INFO : Epoch 2004 | loss: 0.0311768 | val_loss: 0.0311786 | Time: 1799.13 ms
[2022-04-06 19:21:03 main:574] : INFO : Epoch 2005 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 1817.56 ms
[2022-04-06 19:21:04 main:574] : INFO : Epoch 2006 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 1787.54 ms
[2022-04-06 19:21:06 main:574] : INFO : Epoch 2007 | loss: 0.0311762 | val_loss: 0.0311788 | Time: 1787.08 ms
[2022-04-06 19:21:08 main:574] : INFO : Epoch 2008 | loss: 0.0311756 | val_loss: 0.0311796 | Time: 1795.18 ms
[2022-04-06 19:21:10 main:574] : INFO : Epoch 2009 | loss: 0.0311767 | val_loss: 0.0311789 | Time: 1822.43 ms
[2022-04-06 19:21:12 main:574] : INFO : Epoch 2010 | loss: 0.0311768 | val_loss: 0.0311795 | Time: 1804.13 ms
[2022-04-06 19:21:13 main:574] : INFO : Epoch 2011 | loss: 0.0311748 | val_loss: 0.0311795 | Time: 1770.31 ms
[2022-04-06 19:21:15 main:574] : INFO : Epoch 2012 | loss: 0.0311744 | val_loss: 0.0311802 | Time: 1795.97 ms
[2022-04-06 19:21:17 main:574] : INFO : Epoch 2013 | loss: 0.0311737 | val_loss: 0.0311789 | Time: 1792.03 ms
[2022-04-06 19:21:19 main:574] : INFO : Epoch 2014 | loss: 0.0311755 | val_loss: 0.0311796 | Time: 1772.5 ms
[2022-04-06 19:21:20 main:574] : INFO : Epoch 2015 | loss: 0.0311736 | val_loss: 0.0311793 | Time: 1801.69 ms
[2022-04-06 19:21:22 main:574] : INFO : Epoch 2016 | loss: 0.0311735 | val_loss: 0.0311792 | Time: 1785.37 ms
[2022-04-06 19:21:24 main:574] : INFO : Epoch 2017 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 1790.2 ms
[2022-04-06 19:21:26 main:574] : INFO : Epoch 2018 | loss: 0.0311742 | val_loss: 0.0311804 | Time: 1786.12 ms
[2022-04-06 19:21:28 main:574] : INFO : Epoch 2019 | loss: 0.0311752 | val_loss: 0.0311796 | Time: 1799.55 ms
[2022-04-06 19:21:29 main:574] : INFO : Epoch 2020 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 1785.89 ms
[2022-04-06 19:21:31 main:574] : INFO : Epoch 2021 | loss: 0.0311775 | val_loss: 0.0311839 | Time: 1808.18 ms
[2022-04-06 19:21:33 main:574] : INFO : Epoch 2022 | loss: 0.0311808 | val_loss: 0.0311779 | Time: 1799.32 ms
[2022-04-06 19:21:35 main:574] : INFO : Epoch 2023 | loss: 0.0311806 | val_loss: 0.0311775 | Time: 1784.05 ms
[2022-04-06 19:21:37 main:574] : INFO : Epoch 2024 | loss: 0.0311797 | val_loss: 0.0311778 | Time: 1791.34 ms
[2022-04-06 19:21:39 main:574] : INFO : Epoch 2025 | loss: 0.0311811 | val_loss: 0.0311826 | Time: 1811.77 ms
[2022-04-06 19:21:40 main:574] : INFO : Epoch 2026 | loss: 0.0311795 | val_loss: 0.0311799 | Time: 1788.5 ms
[2022-04-06 19:21:42 main:574] : INFO : Epoch 2027 | loss: 0.0311796 | val_loss: 0.0311782 | Time: 1797.98 ms
[2022-04-06 19:21:44 main:574] : INFO : Epoch 2028 | loss: 0.0311809 | val_loss: 0.0311778 | Time: 1796.18 ms
[2022-04-06 19:21:46 main:574] : INFO : Epoch 2029 | loss: 0.031179 | val_loss: 0.0311785 | Time: 1771.5 ms
[2022-04-06 19:21:47 main:574] : INFO : Epoch 2030 | loss: 0.031184 | val_loss: 0.0311893 | Time: 1799.31 ms
[2022-04-06 19:21:49 main:574] : INFO : Epoch 2031 | loss: 0.031191 | val_loss: 0.0311835 | Time: 1802.74 ms
[2022-04-06 19:21:51 main:574] : INFO : Epoch 2032 | loss: 0.0311857 | val_loss: 0.0311828 | Time: 1781.41 ms
[2022-04-06 19:21:53 main:574] : INFO : Epoch 2033 | loss: 0.0311826 | val_loss: 0.0311787 | Time: 1782.3 ms
[2022-04-06 19:21:55 main:574] : INFO : Epoch 2034 | loss: 0.0311811 | val_loss: 0.0311819 | Time: 1792.22 ms
[2022-04-06 19:21:56 main:574] : INFO : Epoch 2035 | loss: 0.031181 | val_loss: 0.0311781 | Time: 1803.13 ms
[2022-04-06 19:21:58 main:574] : INFO : Epoch 2036 | loss: 0.0311804 | val_loss: 0.0311781 | Time: 1799.66 ms
[2022-04-06 19:22:00 main:574] : INFO : Epoch 2037 | loss: 0.0311807 | val_loss: 0.0311794 | Time: 1796.5 ms
[2022-04-06 19:22:02 main:574] : INFO : Epoch 2038 | loss: 0.0311801 | val_loss: 0.0311779 | Time: 1808.86 ms
[2022-04-06 19:22:04 main:574] : INFO : Epoch 2039 | loss: 0.0311814 | val_loss: 0.0311771 | Time: 1830.51 ms
[2022-04-06 19:22:06 main:574] : INFO : Epoch 2040 | loss: 0.0311807 | val_loss: 0.0311811 | Time: 1791.89 ms
[2022-04-06 19:22:07 main:574] : INFO : Epoch 2041 | loss: 0.031178 | val_loss: 0.0311765 | Time: 1795.77 ms
[2022-04-06 19:22:09 main:574] : INFO : Epoch 2042 | loss: 0.0311777 | val_loss: 0.0311764 | Time: 1806.48 ms
[2022-04-06 19:22:11 main:574] : INFO : Epoch 2043 | loss: 0.0311774 | val_loss: 0.0311761 | Time: 1806.13 ms
[2022-04-06 19:22:13 main:574] : INFO : Epoch 2044 | loss: 0.031178 | val_loss: 0.0311793 | Time: 1779.68 ms
[2022-04-06 19:22:15 main:574] : INFO : Epoch 2045 | loss: 0.0311779 | val_loss: 0.0311761 | Time: 1795.5 ms
[2022-04-06 19:22:16 main:574] : INFO : Epoch 2046 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 1785.21 ms
[2022-04-06 19:22:18 main:574] : INFO : Epoch 2047 | loss: 0.0311785 | val_loss: 0.0311792 | Time: 1801.03 ms
[2022-04-06 19:22:20 main:574] : INFO : Epoch 2048 | loss: 0.0311794 | val_loss: 0.031177 | Time: 1798.71 ms
[2022-04-06 19:22:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031177
[2022-04-06 19:22:20 main:603] : INFO : Saving end state to config to file
[2022-04-06 19:22:20 main:608] : INFO : Success, exiting..
19:22:20 (6440): 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)