Task 6899258
| Name | ParityMachine-1627977007-15050-2_1 |
| Workunit | 4403694 |
| Created | 25 Aug 2021, 17:58:09 UTC |
| Sent | 25 Aug 2021, 18:28:52 UTC |
| Report deadline | 1 Sep 2021, 18:28:52 UTC |
| Received | 26 Aug 2021, 0:04:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6746 |
| Run time | 1 hours 0 min 48 sec |
| CPU time | 58 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,733.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311721 | val_loss: 0.0311766 | Time: 1742.75 ms
[2021-08-26 00:49:00 main:574] : INFO : Epoch 1543 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 1769.86 ms
[2021-08-26 00:49:01 main:574] : INFO : Epoch 1544 | loss: 0.0311713 | val_loss: 0.0311756 | Time: 1729.56 ms
[2021-08-26 00:49:03 main:574] : INFO : Epoch 1545 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 1795.97 ms
[2021-08-26 00:49:05 main:574] : INFO : Epoch 1546 | loss: 0.031171 | val_loss: 0.031176 | Time: 1709.27 ms
[2021-08-26 00:49:07 main:574] : INFO : Epoch 1547 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 1761.2 ms
[2021-08-26 00:49:09 main:574] : INFO : Epoch 1548 | loss: 0.0311711 | val_loss: 0.0311759 | Time: 1773.34 ms
[2021-08-26 00:49:10 main:574] : INFO : Epoch 1549 | loss: 0.0311706 | val_loss: 0.031176 | Time: 1767.3 ms
[2021-08-26 00:49:12 main:574] : INFO : Epoch 1550 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 1731.53 ms
[2021-08-26 00:49:14 main:574] : INFO : Epoch 1551 | loss: 0.031171 | val_loss: 0.0311762 | Time: 1714.41 ms
[2021-08-26 00:49:15 main:574] : INFO : Epoch 1552 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 1737.22 ms
[2021-08-26 00:49:17 main:574] : INFO : Epoch 1553 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 1745.32 ms
[2021-08-26 00:49:19 main:574] : INFO : Epoch 1554 | loss: 0.031171 | val_loss: 0.0311756 | Time: 1754.46 ms
[2021-08-26 00:49:21 main:574] : INFO : Epoch 1555 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 1732.29 ms
[2021-08-26 00:49:22 main:574] : INFO : Epoch 1556 | loss: 0.031171 | val_loss: 0.0311757 | Time: 1744.41 ms
[2021-08-26 00:49:24 main:574] : INFO : Epoch 1557 | loss: 0.0311713 | val_loss: 0.0311757 | Time: 1724.25 ms
[2021-08-26 00:49:26 main:574] : INFO : Epoch 1558 | loss: 0.0311714 | val_loss: 0.031177 | Time: 1758.16 ms
[2021-08-26 00:49:28 main:574] : INFO : Epoch 1559 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 1724.36 ms
[2021-08-26 00:49:29 main:574] : INFO : Epoch 1560 | loss: 0.0311708 | val_loss: 0.0311758 | Time: 1768.14 ms
[2021-08-26 00:49:31 main:574] : INFO : Epoch 1561 | loss: 0.0311707 | val_loss: 0.0311757 | Time: 1750.47 ms
[2021-08-26 00:49:33 main:574] : INFO : Epoch 1562 | loss: 0.0311709 | val_loss: 0.0311756 | Time: 1788.95 ms
[2021-08-26 00:49:35 main:574] : INFO : Epoch 1563 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 1760.28 ms
[2021-08-26 00:49:37 main:574] : INFO : Epoch 1564 | loss: 0.0311714 | val_loss: 0.031176 | Time: 1761.15 ms
[2021-08-26 00:49:38 main:574] : INFO : Epoch 1565 | loss: 0.0311711 | val_loss: 0.0311765 | Time: 1765.03 ms
[2021-08-26 00:49:40 main:574] : INFO : Epoch 1566 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 1762.51 ms
[2021-08-26 00:49:42 main:574] : INFO : Epoch 1567 | loss: 0.0311707 | val_loss: 0.0311759 | Time: 1736.12 ms
[2021-08-26 00:49:44 main:574] : INFO : Epoch 1568 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 1708.67 ms
[2021-08-26 00:49:45 main:574] : INFO : Epoch 1569 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 1754.88 ms
[2021-08-26 00:49:47 main:574] : INFO : Epoch 1570 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 1734.55 ms
[2021-08-26 00:49:49 main:574] : INFO : Epoch 1571 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 1762.28 ms
[2021-08-26 00:49:50 main:574] : INFO : Epoch 1572 | loss: 0.0311718 | val_loss: 0.0311788 | Time: 1706.04 ms
[2021-08-26 00:49:52 main:574] : INFO : Epoch 1573 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 1800.87 ms
[2021-08-26 00:49:54 main:574] : INFO : Epoch 1574 | loss: 0.0311712 | val_loss: 0.0311769 | Time: 1747.43 ms
[2021-08-26 00:49:56 main:574] : INFO : Epoch 1575 | loss: 0.0311709 | val_loss: 0.0311779 | Time: 1709.01 ms
[2021-08-26 00:49:57 main:574] : INFO : Epoch 1576 | loss: 0.0311706 | val_loss: 0.0311759 | Time: 1735.23 ms
[2021-08-26 00:49:59 main:574] : INFO : Epoch 1577 | loss: 0.031171 | val_loss: 0.0311764 | Time: 1766.59 ms
[2021-08-26 00:50:01 main:574] : INFO : Epoch 1578 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 1751.92 ms
[2021-08-26 00:50:03 main:574] : INFO : Epoch 1579 | loss: 0.0311714 | val_loss: 0.0311773 | Time: 1751.36 ms
[2021-08-26 00:50:05 main:574] : INFO : Epoch 1580 | loss: 0.0311718 | val_loss: 0.0311786 | Time: 1706.77 ms
[2021-08-26 00:50:06 main:574] : INFO : Epoch 1581 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 1780.11 ms
[2021-08-26 00:50:08 main:574] : INFO : Epoch 1582 | loss: 0.0311721 | val_loss: 0.03118 | Time: 1755.84 ms
[2021-08-26 00:50:10 main:574] : INFO : Epoch 1583 | loss: 0.0311732 | val_loss: 0.0311754 | Time: 1758.8 ms
[2021-08-26 00:50:12 main:574] : INFO : Epoch 1584 | loss: 0.0311717 | val_loss: 0.0311769 | Time: 1769.92 ms
[2021-08-26 00:50:13 main:574] : INFO : Epoch 1585 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 1758.4 ms
[2021-08-26 00:50:15 main:574] : INFO : Epoch 1586 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 1727.8 ms
[2021-08-26 00:50:17 main:574] : INFO : Epoch 1587 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 1775.91 ms
[2021-08-26 00:50:19 main:574] : INFO : Epoch 1588 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 1733.57 ms
[2021-08-26 00:50:20 main:574] : INFO : Epoch 1589 | loss: 0.0311716 | val_loss: 0.0311767 | Time: 1751.17 ms
[2021-08-26 00:50:22 main:574] : INFO : Epoch 1590 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 1728.51 ms
[2021-08-26 00:50:24 main:574] : INFO : Epoch 1591 | loss: 0.031171 | val_loss: 0.0311763 | Time: 1742.54 ms
[2021-08-26 00:50:26 main:574] : INFO : Epoch 1592 | loss: 0.0311712 | val_loss: 0.031176 | Time: 1730.37 ms
[2021-08-26 00:50:27 main:574] : INFO : Epoch 1593 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 1752.29 ms
[2021-08-26 00:50:29 main:574] : INFO : Epoch 1594 | loss: 0.0311727 | val_loss: 0.0311793 | Time: 1736.47 ms
[2021-08-26 00:50:31 main:574] : INFO : Epoch 1595 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 1730.05 ms
[2021-08-26 00:50:33 main:574] : INFO : Epoch 1596 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 1696.39 ms
[2021-08-26 00:50:34 main:574] : INFO : Epoch 1597 | loss: 0.0311708 | val_loss: 0.0311758 | Time: 1713.25 ms
[2021-08-26 00:50:36 main:574] : INFO : Epoch 1598 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 1738.14 ms
[2021-08-26 00:50:38 main:574] : INFO : Epoch 1599 | loss: 0.0311708 | val_loss: 0.0311756 | Time: 1690.2 ms
[2021-08-26 00:50:39 main:574] : INFO : Epoch 1600 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 1781.95 ms
[2021-08-26 00:50:41 main:574] : INFO : Epoch 1601 | loss: 0.0311719 | val_loss: 0.031176 | Time: 1761.46 ms
[2021-08-26 00:50:43 main:574] : INFO : Epoch 1602 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 1738.06 ms
[2021-08-26 00:50:45 main:574] : INFO : Epoch 1603 | loss: 0.0311708 | val_loss: 0.0311755 | Time: 1745.5 ms
[2021-08-26 00:50:46 main:574] : INFO : Epoch 1604 | loss: 0.0311708 | val_loss: 0.0311759 | Time: 1778.45 ms
[2021-08-26 00:50:48 main:574] : INFO : Epoch 1605 | loss: 0.0311706 | val_loss: 0.0311758 | Time: 1753.21 ms
[2021-08-26 00:50:50 main:574] : INFO : Epoch 1606 | loss: 0.0311716 | val_loss: 0.0311759 | Time: 1777.07 ms
[2021-08-26 00:50:52 main:574] : INFO : Epoch 1607 | loss: 0.0311704 | val_loss: 0.0311776 | Time: 1759.7 ms
[2021-08-26 00:50:53 main:574] : INFO : Epoch 1608 | loss: 0.0311711 | val_loss: 0.0311758 | Time: 1705.94 ms
[2021-08-26 00:50:55 main:574] : INFO : Epoch 1609 | loss: 0.0311706 | val_loss: 0.0311756 | Time: 1723.67 ms
[2021-08-26 00:50:57 main:574] : INFO : Epoch 1610 | loss: 0.0311704 | val_loss: 0.0311758 | Time: 1744.59 ms
[2021-08-26 00:50:59 main:574] : INFO : Epoch 1611 | loss: 0.0311704 | val_loss: 0.0311765 | Time: 1773.48 ms
[2021-08-26 00:51:00 main:574] : INFO : Epoch 1612 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 1744.23 ms
[2021-08-26 00:51:02 main:574] : INFO : Epoch 1613 | loss: 0.0311709 | val_loss: 0.0311764 | Time: 1757.67 ms
[2021-08-26 00:51:04 main:574] : INFO : Epoch 1614 | loss: 0.0311705 | val_loss: 0.0311769 | Time: 1742.89 ms
[2021-08-26 00:51:06 main:574] : INFO : Epoch 1615 | loss: 0.0311704 | val_loss: 0.0311755 | Time: 1732.26 ms
[2021-08-26 00:51:07 main:574] : INFO : Epoch 1616 | loss: 0.0311708 | val_loss: 0.0311766 | Time: 1700.41 ms
[2021-08-26 00:51:09 main:574] : INFO : Epoch 1617 | loss: 0.0311711 | val_loss: 0.0311768 | Time: 1813.12 ms
[2021-08-26 00:51:11 main:574] : INFO : Epoch 1618 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 1724.31 ms
[2021-08-26 00:51:13 main:574] : INFO : Epoch 1619 | loss: 0.031172 | val_loss: 0.0311774 | Time: 1723.31 ms
[2021-08-26 00:51:14 main:574] : INFO : Epoch 1620 | loss: 0.0311703 | val_loss: 0.0311771 | Time: 1754 ms
[2021-08-26 00:51:16 main:574] : INFO : Epoch 1621 | loss: 0.0311703 | val_loss: 0.0311771 | Time: 1798.05 ms
[2021-08-26 00:51:18 main:574] : INFO : Epoch 1622 | loss: 0.0311716 | val_loss: 0.0312129 | Time: 1721.7 ms
[2021-08-26 00:51:20 main:574] : INFO : Epoch 1623 | loss: 0.0311703 | val_loss: 0.0312142 | Time: 1720.87 ms
[2021-08-26 00:51:21 main:574] : INFO : Epoch 1624 | loss: 0.0311708 | val_loss: 0.0312137 | Time: 1741.5 ms
[2021-08-26 00:51:23 main:574] : INFO : Epoch 1625 | loss: 0.0311699 | val_loss: 0.0312131 | Time: 1770.51 ms
[2021-08-26 00:51:25 main:574] : INFO : Epoch 1626 | loss: 0.0311701 | val_loss: 0.031214 | Time: 1731.22 ms
[2021-08-26 00:51:27 main:574] : INFO : Epoch 1627 | loss: 0.0311701 | val_loss: 0.0312146 | Time: 1737.67 ms
[2021-08-26 00:51:29 main:574] : INFO : Epoch 1628 | loss: 0.0311703 | val_loss: 0.0312145 | Time: 1756.03 ms
[2021-08-26 00:51:30 main:574] : INFO : Epoch 1629 | loss: 0.03117 | val_loss: 0.031213 | Time: 1719.69 ms
[2021-08-26 00:51:32 main:574] : INFO : Epoch 1630 | loss: 0.0311702 | val_loss: 0.0312125 | Time: 1774.49 ms
[2021-08-26 00:51:34 main:574] : INFO : Epoch 1631 | loss: 0.0311712 | val_loss: 0.0312194 | Time: 1759.38 ms
[2021-08-26 00:51:36 main:574] : INFO : Epoch 1632 | loss: 0.031171 | val_loss: 0.0312178 | Time: 1729.96 ms
[2021-08-26 00:51:37 main:574] : INFO : Epoch 1633 | loss: 0.0311707 | val_loss: 0.0312186 | Time: 1740.69 ms
[2021-08-26 00:51:39 main:574] : INFO : Epoch 1634 | loss: 0.0311711 | val_loss: 0.0312227 | Time: 1763.18 ms
[2021-08-26 00:51:41 main:574] : INFO : Epoch 1635 | loss: 0.0311709 | val_loss: 0.0312159 | Time: 1730.26 ms
[2021-08-26 00:51:42 main:574] : INFO : Epoch 1636 | loss: 0.0311694 | val_loss: 0.0312165 | Time: 1736.26 ms
[2021-08-26 00:51:44 main:574] : INFO : Epoch 1637 | loss: 0.0311697 | val_loss: 0.0312179 | Time: 1722.01 ms
[2021-08-26 00:51:46 main:574] : INFO : Epoch 1638 | loss: 0.0311696 | val_loss: 0.0312111 | Time: 1769.63 ms
[2021-08-26 00:51:48 main:574] : INFO : Epoch 1639 | loss: 0.0311697 | val_loss: 0.0312124 | Time: 1748.19 ms
[2021-08-26 00:51:49 main:574] : INFO : Epoch 1640 | loss: 0.0311705 | val_loss: 0.0312153 | Time: 1739.91 ms
[2021-08-26 00:51:51 main:574] : INFO : Epoch 1641 | loss: 0.0311705 | val_loss: 0.0312216 | Time: 1742.79 ms
[2021-08-26 00:51:53 main:574] : INFO : Epoch 1642 | loss: 0.0311709 | val_loss: 0.0312213 | Time: 1692.18 ms
[2021-08-26 00:51:55 main:574] : INFO : Epoch 1643 | loss: 0.0311699 | val_loss: 0.0312198 | Time: 1755.02 ms
[2021-08-26 00:51:56 main:574] : INFO : Epoch 1644 | loss: 0.0311698 | val_loss: 0.0312217 | Time: 1739.97 ms
[2021-08-26 00:51:58 main:574] : INFO : Epoch 1645 | loss: 0.0311701 | val_loss: 0.0311761 | Time: 1807.33 ms
[2021-08-26 00:52:00 main:574] : INFO : Epoch 1646 | loss: 0.0311704 | val_loss: 0.0312207 | Time: 1745.26 ms
[2021-08-26 00:52:02 main:574] : INFO : Epoch 1647 | loss: 0.0311701 | val_loss: 0.0312242 | Time: 1717.53 ms
[2021-08-26 00:52:03 main:574] : INFO : Epoch 1648 | loss: 0.0311707 | val_loss: 0.0312149 | Time: 1749.11 ms
[2021-08-26 00:52:05 main:574] : INFO : Epoch 1649 | loss: 0.0311714 | val_loss: 0.0312167 | Time: 1760.21 ms
[2021-08-26 00:52:07 main:574] : INFO : Epoch 1650 | loss: 0.0311698 | val_loss: 0.031214 | Time: 1732.62 ms
[2021-08-26 00:52:09 main:574] : INFO : Epoch 1651 | loss: 0.0311707 | val_loss: 0.0312151 | Time: 1766.98 ms
[2021-08-26 00:52:10 main:574] : INFO : Epoch 1652 | loss: 0.0311698 | val_loss: 0.0311941 | Time: 1734.56 ms
[2021-08-26 00:52:12 main:574] : INFO : Epoch 1653 | loss: 0.0311702 | val_loss: 0.0311765 | Time: 1738.43 ms
[2021-08-26 00:52:14 main:574] : INFO : Epoch 1654 | loss: 0.0311705 | val_loss: 0.0311767 | Time: 1764.28 ms
[2021-08-26 00:52:16 main:574] : INFO : Epoch 1655 | loss: 0.0311703 | val_loss: 0.0311773 | Time: 1778.57 ms
[2021-08-26 00:52:18 main:574] : INFO : Epoch 1656 | loss: 0.0311709 | val_loss: 0.0312187 | Time: 1756.65 ms
[2021-08-26 00:52:19 main:574] : INFO : Epoch 1657 | loss: 0.0311698 | val_loss: 0.0312212 | Time: 1751.77 ms
[2021-08-26 00:52:21 main:574] : INFO : Epoch 1658 | loss: 0.0311702 | val_loss: 0.0312183 | Time: 1749.77 ms
[2021-08-26 00:52:23 main:574] : INFO : Epoch 1659 | loss: 0.0311707 | val_loss: 0.031177 | Time: 1774.34 ms
[2021-08-26 00:52:25 main:574] : INFO : Epoch 1660 | loss: 0.0311716 | val_loss: 0.0311771 | Time: 1713.89 ms
[2021-08-26 00:52:26 main:574] : INFO : Epoch 1661 | loss: 0.0311711 | val_loss: 0.0311759 | Time: 1774.56 ms
[2021-08-26 00:52:28 main:574] : INFO : Epoch 1662 | loss: 0.0311712 | val_loss: 0.0311758 | Time: 1785.17 ms
[2021-08-26 00:52:30 main:574] : INFO : Epoch 1663 | loss: 0.0311719 | val_loss: 0.0311757 | Time: 1724.24 ms
[2021-08-26 00:52:32 main:574] : INFO : Epoch 1664 | loss: 0.0311708 | val_loss: 0.0312171 | Time: 1732.72 ms
[2021-08-26 00:52:33 main:574] : INFO : Epoch 1665 | loss: 0.0311705 | val_loss: 0.0312013 | Time: 1784.48 ms
[2021-08-26 00:52:35 main:574] : INFO : Epoch 1666 | loss: 0.0311701 | val_loss: 0.0312186 | Time: 1775.45 ms
[2021-08-26 00:52:37 main:574] : INFO : Epoch 1667 | loss: 0.0311701 | val_loss: 0.0312185 | Time: 1770.02 ms
[2021-08-26 00:52:39 main:574] : INFO : Epoch 1668 | loss: 0.0311704 | val_loss: 0.0312174 | Time: 1741.19 ms
[2021-08-26 00:52:40 main:574] : INFO : Epoch 1669 | loss: 0.031171 | val_loss: 0.0312157 | Time: 1743.87 ms
[2021-08-26 00:52:42 main:574] : INFO : Epoch 1670 | loss: 0.0311704 | val_loss: 0.0312163 | Time: 1739.13 ms
[2021-08-26 00:52:44 main:574] : INFO : Epoch 1671 | loss: 0.03117 | val_loss: 0.0312188 | Time: 1722.07 ms
[2021-08-26 00:52:46 main:574] : INFO : Epoch 1672 | loss: 0.0311702 | val_loss: 0.0312179 | Time: 1761.72 ms
[2021-08-26 00:52:47 main:574] : INFO : Epoch 1673 | loss: 0.0311704 | val_loss: 0.0312168 | Time: 1704.37 ms
[2021-08-26 00:52:49 main:574] : INFO : Epoch 1674 | loss: 0.0311715 | val_loss: 0.0312219 | Time: 1728.73 ms
[2021-08-26 00:52:51 main:574] : INFO : Epoch 1675 | loss: 0.031171 | val_loss: 0.0312176 | Time: 1784.91 ms
[2021-08-26 00:52:53 main:574] : INFO : Epoch 1676 | loss: 0.0311705 | val_loss: 0.0312171 | Time: 1777.58 ms
[2021-08-26 00:52:54 main:574] : INFO : Epoch 1677 | loss: 0.03117 | val_loss: 0.0312155 | Time: 1774.51 ms
[2021-08-26 00:52:56 main:574] : INFO : Epoch 1678 | loss: 0.0311703 | val_loss: 0.0312185 | Time: 1748.07 ms
[2021-08-26 00:52:58 main:574] : INFO : Epoch 1679 | loss: 0.0311702 | val_loss: 0.0312158 | Time: 1752.7 ms
[2021-08-26 00:53:00 main:574] : INFO : Epoch 1680 | loss: 0.0311701 | val_loss: 0.0312148 | Time: 1876.65 ms
[2021-08-26 00:53:02 main:574] : INFO : Epoch 1681 | loss: 0.0311701 | val_loss: 0.0311775 | Time: 1978.47 ms
[2021-08-26 00:53:04 main:574] : INFO : Epoch 1682 | loss: 0.0311717 | val_loss: 0.0311777 | Time: 1731.86 ms
[2021-08-26 00:53:06 main:574] : INFO : Epoch 1683 | loss: 0.0311698 | val_loss: 0.0311774 | Time: 1730.57 ms
[2021-08-26 00:53:07 main:574] : INFO : Epoch 1684 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 1789.09 ms
[2021-08-26 00:53:09 main:574] : INFO : Epoch 1685 | loss: 0.0311701 | val_loss: 0.0311767 | Time: 1733.96 ms
[2021-08-26 00:53:11 main:574] : INFO : Epoch 1686 | loss: 0.0311714 | val_loss: 0.0311753 | Time: 1756.43 ms
[2021-08-26 00:53:13 main:574] : INFO : Epoch 1687 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 1726.1 ms
[2021-08-26 00:53:14 main:574] : INFO : Epoch 1688 | loss: 0.0311698 | val_loss: 0.0311758 | Time: 1734.77 ms
[2021-08-26 00:53:16 main:574] : INFO : Epoch 1689 | loss: 0.0311695 | val_loss: 0.0311753 | Time: 1734.47 ms
[2021-08-26 00:53:18 main:574] : INFO : Epoch 1690 | loss: 0.0311698 | val_loss: 0.031176 | Time: 1725.15 ms
[2021-08-26 00:53:19 main:574] : INFO : Epoch 1691 | loss: 0.0311699 | val_loss: 0.0311759 | Time: 1681.15 ms
[2021-08-26 00:53:21 main:574] : INFO : Epoch 1692 | loss: 0.0311698 | val_loss: 0.0311779 | Time: 1709.69 ms
[2021-08-26 00:53:23 main:574] : INFO : Epoch 1693 | loss: 0.0311697 | val_loss: 0.0311757 | Time: 1738.63 ms
[2021-08-26 00:53:25 main:574] : INFO : Epoch 1694 | loss: 0.0311703 | val_loss: 0.031176 | Time: 1735.89 ms
[2021-08-26 00:53:26 main:574] : INFO : Epoch 1695 | loss: 0.0311697 | val_loss: 0.0311755 | Time: 1711.89 ms
[2021-08-26 00:53:28 main:574] : INFO : Epoch 1696 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 1723.13 ms
[2021-08-26 00:53:30 main:574] : INFO : Epoch 1697 | loss: 0.0311702 | val_loss: 0.0311928 | Time: 1797.09 ms
[2021-08-26 00:53:32 main:574] : INFO : Epoch 1698 | loss: 0.0311702 | val_loss: 0.0312166 | Time: 1738.97 ms
[2021-08-26 00:53:33 main:574] : INFO : Epoch 1699 | loss: 0.0311703 | val_loss: 0.0311795 | Time: 1739.89 ms
[2021-08-26 00:53:35 main:574] : INFO : Epoch 1700 | loss: 0.0311711 | val_loss: 0.031178 | Time: 1744.23 ms
[2021-08-26 00:53:37 main:574] : INFO : Epoch 1701 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 1742.18 ms
[2021-08-26 00:53:39 main:574] : INFO : Epoch 1702 | loss: 0.03117 | val_loss: 0.0311785 | Time: 1738.65 ms
[2021-08-26 00:53:40 main:574] : INFO : Epoch 1703 | loss: 0.0311702 | val_loss: 0.0311767 | Time: 1798.5 ms
[2021-08-26 00:53:42 main:574] : INFO : Epoch 1704 | loss: 0.0311695 | val_loss: 0.0311755 | Time: 1765.88 ms
[2021-08-26 00:53:44 main:574] : INFO : Epoch 1705 | loss: 0.0311699 | val_loss: 0.0311768 | Time: 1746.16 ms
[2021-08-26 00:53:46 main:574] : INFO : Epoch 1706 | loss: 0.0311697 | val_loss: 0.0311767 | Time: 1737.1 ms
[2021-08-26 00:53:47 main:574] : INFO : Epoch 1707 | loss: 0.0311702 | val_loss: 0.0311778 | Time: 1761.51 ms
[2021-08-26 00:53:49 main:574] : INFO : Epoch 1708 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 1733.19 ms
[2021-08-26 00:53:51 main:574] : INFO : Epoch 1709 | loss: 0.0311731 | val_loss: 0.0311808 | Time: 1763.3 ms
[2021-08-26 00:53:53 main:574] : INFO : Epoch 1710 | loss: 0.0311712 | val_loss: 0.0311758 | Time: 1768.87 ms
[2021-08-26 00:53:55 main:574] : INFO : Epoch 1711 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 1749.57 ms
[2021-08-26 00:53:56 main:574] : INFO : Epoch 1712 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 1729.41 ms
[2021-08-26 00:53:58 main:574] : INFO : Epoch 1713 | loss: 0.0311691 | val_loss: 0.0311759 | Time: 1706.27 ms
[2021-08-26 00:54:00 main:574] : INFO : Epoch 1714 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 1771.09 ms
[2021-08-26 00:54:02 main:574] : INFO : Epoch 1715 | loss: 0.0311708 | val_loss: 0.0311788 | Time: 1736.86 ms
[2021-08-26 00:54:03 main:574] : INFO : Epoch 1716 | loss: 0.0311697 | val_loss: 0.0311756 | Time: 1755.33 ms
[2021-08-26 00:54:05 main:574] : INFO : Epoch 1717 | loss: 0.0311703 | val_loss: 0.0311844 | Time: 1704.85 ms
[2021-08-26 00:54:07 main:574] : INFO : Epoch 1718 | loss: 0.0311711 | val_loss: 0.0311777 | Time: 1713.91 ms
[2021-08-26 00:54:08 main:574] : INFO : Epoch 1719 | loss: 0.0311692 | val_loss: 0.0312175 | Time: 1753.21 ms
[2021-08-26 00:54:10 main:574] : INFO : Epoch 1720 | loss: 0.0311691 | val_loss: 0.0311773 | Time: 1778.79 ms
[2021-08-26 00:54:12 main:574] : INFO : Epoch 1721 | loss: 0.0311698 | val_loss: 0.0311774 | Time: 1706.39 ms
[2021-08-26 00:54:14 main:574] : INFO : Epoch 1722 | loss: 0.0311717 | val_loss: 0.0311764 | Time: 1728.58 ms
[2021-08-26 00:54:15 main:574] : INFO : Epoch 1723 | loss: 0.0311708 | val_loss: 0.0312128 | Time: 1756.53 ms
[2021-08-26 00:54:17 main:574] : INFO : Epoch 1724 | loss: 0.0311716 | val_loss: 0.0312183 | Time: 1815.04 ms
[2021-08-26 00:54:19 main:574] : INFO : Epoch 1725 | loss: 0.0311714 | val_loss: 0.0312228 | Time: 1740.78 ms
[2021-08-26 00:54:21 main:574] : INFO : Epoch 1726 | loss: 0.0311691 | val_loss: 0.0312106 | Time: 1746.92 ms
[2021-08-26 00:54:23 main:574] : INFO : Epoch 1727 | loss: 0.0311694 | val_loss: 0.0311757 | Time: 1802.11 ms
[2021-08-26 00:54:24 main:574] : INFO : Epoch 1728 | loss: 0.03117 | val_loss: 0.031176 | Time: 1726.57 ms
[2021-08-26 00:54:26 main:574] : INFO : Epoch 1729 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 1775.74 ms
[2021-08-26 00:54:28 main:574] : INFO : Epoch 1730 | loss: 0.031169 | val_loss: 0.0311757 | Time: 1695.79 ms
[2021-08-26 00:54:30 main:574] : INFO : Epoch 1731 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 1781.61 ms
[2021-08-26 00:54:31 main:574] : INFO : Epoch 1732 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 1719.26 ms
[2021-08-26 00:54:33 main:574] : INFO : Epoch 1733 | loss: 0.0311705 | val_loss: 0.031179 | Time: 1784.31 ms
[2021-08-26 00:54:35 main:574] : INFO : Epoch 1734 | loss: 0.031169 | val_loss: 0.0311757 | Time: 1701.14 ms
[2021-08-26 00:54:36 main:574] : INFO : Epoch 1735 | loss: 0.0311687 | val_loss: 0.0311755 | Time: 1728.43 ms
[2021-08-26 00:54:38 main:574] : INFO : Epoch 1736 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 1750.84 ms
[2021-08-26 00:54:40 main:574] : INFO : Epoch 1737 | loss: 0.0311697 | val_loss: 0.0311755 | Time: 1737.45 ms
[2021-08-26 00:54:42 main:574] : INFO : Epoch 1738 | loss: 0.0311687 | val_loss: 0.0311754 | Time: 1722.71 ms
[2021-08-26 00:54:43 main:574] : INFO : Epoch 1739 | loss: 0.0311701 | val_loss: 0.0311801 | Time: 1734.46 ms
[2021-08-26 00:54:45 main:574] : INFO : Epoch 1740 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 1753.48 ms
[2021-08-26 00:54:47 main:574] : INFO : Epoch 1741 | loss: 0.0311699 | val_loss: 0.0311771 | Time: 1773.45 ms
[2021-08-26 00:54:49 main:574] : INFO : Epoch 1742 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 1732.16 ms
[2021-08-26 00:54:51 main:574] : INFO : Epoch 1743 | loss: 0.031169 | val_loss: 0.0311758 | Time: 1819.18 ms
[2021-08-26 00:54:52 main:574] : INFO : Epoch 1744 | loss: 0.03117 | val_loss: 0.0311758 | Time: 1727.7 ms
[2021-08-26 00:54:54 main:574] : INFO : Epoch 1745 | loss: 0.03117 | val_loss: 0.0311782 | Time: 1727.9 ms
[2021-08-26 00:54:56 main:574] : INFO : Epoch 1746 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 1775.24 ms
[2021-08-26 00:54:58 main:574] : INFO : Epoch 1747 | loss: 0.0311696 | val_loss: 0.0311769 | Time: 1752.95 ms
[2021-08-26 00:54:59 main:574] : INFO : Epoch 1748 | loss: 0.0311699 | val_loss: 0.031176 | Time: 1780.46 ms
[2021-08-26 00:55:01 main:574] : INFO : Epoch 1749 | loss: 0.0311692 | val_loss: 0.0311765 | Time: 1751.99 ms
[2021-08-26 00:55:03 main:574] : INFO : Epoch 1750 | loss: 0.031171 | val_loss: 0.0311805 | Time: 1723.57 ms
[2021-08-26 00:55:05 main:574] : INFO : Epoch 1751 | loss: 0.0311698 | val_loss: 0.0311789 | Time: 1759.77 ms
[2021-08-26 00:55:06 main:574] : INFO : Epoch 1752 | loss: 0.0311696 | val_loss: 0.0311759 | Time: 1727.77 ms
[2021-08-26 00:55:08 main:574] : INFO : Epoch 1753 | loss: 0.0311691 | val_loss: 0.031176 | Time: 1735.77 ms
[2021-08-26 00:55:10 main:574] : INFO : Epoch 1754 | loss: 0.0311696 | val_loss: 0.0311774 | Time: 1722.42 ms
[2021-08-26 00:55:11 main:574] : INFO : Epoch 1755 | loss: 0.0311693 | val_loss: 0.0311778 | Time: 1719.46 ms
[2021-08-26 00:55:13 main:574] : INFO : Epoch 1756 | loss: 0.0311696 | val_loss: 0.0311762 | Time: 1756.23 ms
[2021-08-26 00:55:15 main:574] : INFO : Epoch 1757 | loss: 0.0311692 | val_loss: 0.0311767 | Time: 1735.24 ms
[2021-08-26 00:55:17 main:574] : INFO : Epoch 1758 | loss: 0.0311698 | val_loss: 0.0311759 | Time: 1778.25 ms
[2021-08-26 00:55:19 main:574] : INFO : Epoch 1759 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 1741.74 ms
[2021-08-26 00:55:20 main:574] : INFO : Epoch 1760 | loss: 0.0311688 | val_loss: 0.0311767 | Time: 1722.25 ms
[2021-08-26 00:55:22 main:574] : INFO : Epoch 1761 | loss: 0.0311696 | val_loss: 0.0311786 | Time: 1781.9 ms
[2021-08-26 00:55:24 main:574] : INFO : Epoch 1762 | loss: 0.0311692 | val_loss: 0.0311753 | Time: 1726.94 ms
[2021-08-26 00:55:26 main:574] : INFO : Epoch 1763 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 1734.24 ms
[2021-08-26 00:55:27 main:574] : INFO : Epoch 1764 | loss: 0.0311684 | val_loss: 0.0311754 | Time: 1696.47 ms
[2021-08-26 00:55:29 main:574] : INFO : Epoch 1765 | loss: 0.0311693 | val_loss: 0.0311771 | Time: 1744.13 ms
[2021-08-26 00:55:31 main:574] : INFO : Epoch 1766 | loss: 0.0311698 | val_loss: 0.0311765 | Time: 1776.59 ms
[2021-08-26 00:55:32 main:574] : INFO : Epoch 1767 | loss: 0.0311702 | val_loss: 0.031176 | Time: 1726.45 ms
[2021-08-26 00:55:34 main:574] : INFO : Epoch 1768 | loss: 0.0311719 | val_loss: 0.0311761 | Time: 1757.93 ms
[2021-08-26 00:55:36 main:574] : INFO : Epoch 1769 | loss: 0.0311704 | val_loss: 0.0311753 | Time: 1762.26 ms
[2021-08-26 00:55:38 main:574] : INFO : Epoch 1770 | loss: 0.0311682 | val_loss: 0.0311761 | Time: 1750.76 ms
[2021-08-26 00:55:40 main:574] : INFO : Epoch 1771 | loss: 0.0311687 | val_loss: 0.0311758 | Time: 1741.91 ms
[2021-08-26 00:55:41 main:574] : INFO : Epoch 1772 | loss: 0.0311684 | val_loss: 0.0311772 | Time: 1738.51 ms
[2021-08-26 00:55:43 main:574] : INFO : Epoch 1773 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 1741.42 ms
[2021-08-26 00:55:45 main:574] : INFO : Epoch 1774 | loss: 0.0311682 | val_loss: 0.0311756 | Time: 1714.13 ms
[2021-08-26 00:55:46 main:574] : INFO : Epoch 1775 | loss: 0.0311688 | val_loss: 0.0311767 | Time: 1733.38 ms
[2021-08-26 00:55:48 main:574] : INFO : Epoch 1776 | loss: 0.0311682 | val_loss: 0.0311756 | Time: 1736.56 ms
[2021-08-26 00:55:50 main:574] : INFO : Epoch 1777 | loss: 0.0311684 | val_loss: 0.031176 | Time: 1752.1 ms
[2021-08-26 00:55:52 main:574] : INFO : Epoch 1778 | loss: 0.031169 | val_loss: 0.0311759 | Time: 1754.95 ms
[2021-08-26 00:55:53 main:574] : INFO : Epoch 1779 | loss: 0.03117 | val_loss: 0.0311762 | Time: 1751.81 ms
[2021-08-26 00:55:55 main:574] : INFO : Epoch 1780 | loss: 0.0311708 | val_loss: 0.031177 | Time: 1776.11 ms
[2021-08-26 00:55:57 main:574] : INFO : Epoch 1781 | loss: 0.0311691 | val_loss: 0.0311804 | Time: 1722.7 ms
[2021-08-26 00:55:59 main:574] : INFO : Epoch 1782 | loss: 0.0311707 | val_loss: 0.0311767 | Time: 1711 ms
[2021-08-26 00:56:00 main:574] : INFO : Epoch 1783 | loss: 0.03117 | val_loss: 0.0311749 | Time: 1740.08 ms
[2021-08-26 00:56:02 main:574] : INFO : Epoch 1784 | loss: 0.0311695 | val_loss: 0.0311782 | Time: 1750.52 ms
[2021-08-26 00:56:04 main:574] : INFO : Epoch 1785 | loss: 0.0311701 | val_loss: 0.0311762 | Time: 1720.91 ms
[2021-08-26 00:56:06 main:574] : INFO : Epoch 1786 | loss: 0.0311697 | val_loss: 0.0311797 | Time: 1770.18 ms
[2021-08-26 00:56:07 main:574] : INFO : Epoch 1787 | loss: 0.0311696 | val_loss: 0.0311757 | Time: 1743.92 ms
[2021-08-26 00:56:09 main:574] : INFO : Epoch 1788 | loss: 0.0311691 | val_loss: 0.0311764 | Time: 1755.9 ms
[2021-08-26 00:56:11 main:574] : INFO : Epoch 1789 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 1727.53 ms
[2021-08-26 00:56:13 main:574] : INFO : Epoch 1790 | loss: 0.0311706 | val_loss: 0.0311756 | Time: 1751.13 ms
[2021-08-26 00:56:14 main:574] : INFO : Epoch 1791 | loss: 0.0311692 | val_loss: 0.0311775 | Time: 1758.54 ms
[2021-08-26 00:56:16 main:574] : INFO : Epoch 1792 | loss: 0.0311697 | val_loss: 0.0311763 | Time: 1776.14 ms
[2021-08-26 00:56:18 main:574] : INFO : Epoch 1793 | loss: 0.0311686 | val_loss: 0.0311753 | Time: 1742.89 ms
[2021-08-26 00:56:20 main:574] : INFO : Epoch 1794 | loss: 0.0311698 | val_loss: 0.0311767 | Time: 1766.96 ms
[2021-08-26 00:56:21 main:574] : INFO : Epoch 1795 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 1724.06 ms
[2021-08-26 00:56:23 main:574] : INFO : Epoch 1796 | loss: 0.0311694 | val_loss: 0.0311788 | Time: 1743.55 ms
[2021-08-26 00:56:25 main:574] : INFO : Epoch 1797 | loss: 0.0311693 | val_loss: 0.031176 | Time: 1736.02 ms
[2021-08-26 00:56:27 main:574] : INFO : Epoch 1798 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 1758.13 ms
[2021-08-26 00:56:29 main:574] : INFO : Epoch 1799 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 1795.77 ms
[2021-08-26 00:56:30 main:574] : INFO : Epoch 1800 | loss: 0.0311731 | val_loss: 0.0311767 | Time: 1773.88 ms
[2021-08-26 00:56:32 main:574] : INFO : Epoch 1801 | loss: 0.0311685 | val_loss: 0.0311788 | Time: 1752.55 ms
[2021-08-26 00:56:34 main:574] : INFO : Epoch 1802 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 1742.14 ms
[2021-08-26 00:56:36 main:574] : INFO : Epoch 1803 | loss: 0.0311702 | val_loss: 0.031183 | Time: 1730.9 ms
[2021-08-26 00:56:37 main:574] : INFO : Epoch 1804 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 1776.99 ms
[2021-08-26 00:56:39 main:574] : INFO : Epoch 1805 | loss: 0.0311687 | val_loss: 0.0311777 | Time: 1775.37 ms
[2021-08-26 00:56:41 main:574] : INFO : Epoch 1806 | loss: 0.0311688 | val_loss: 0.0311764 | Time: 1737.42 ms
[2021-08-26 00:56:43 main:574] : INFO : Epoch 1807 | loss: 0.0311683 | val_loss: 0.0311758 | Time: 1736.35 ms
[2021-08-26 00:56:44 main:574] : INFO : Epoch 1808 | loss: 0.0311688 | val_loss: 0.031177 | Time: 1736.33 ms
[2021-08-26 00:56:46 main:574] : INFO : Epoch 1809 | loss: 0.0311699 | val_loss: 0.0311805 | Time: 1742.99 ms
[2021-08-26 00:56:48 main:574] : INFO : Epoch 1810 | loss: 0.0311726 | val_loss: 0.0311792 | Time: 1776.51 ms
[2021-08-26 00:56:50 main:574] : INFO : Epoch 1811 | loss: 0.0311696 | val_loss: 0.0311803 | Time: 1778.55 ms
[2021-08-26 00:56:51 main:574] : INFO : Epoch 1812 | loss: 0.0311695 | val_loss: 0.0311801 | Time: 1758.81 ms
[2021-08-26 00:56:53 main:574] : INFO : Epoch 1813 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 1718.64 ms
[2021-08-26 00:56:55 main:574] : INFO : Epoch 1814 | loss: 0.0311683 | val_loss: 0.031176 | Time: 1780.73 ms
[2021-08-26 00:56:57 main:574] : INFO : Epoch 1815 | loss: 0.0311691 | val_loss: 0.031177 | Time: 1728.72 ms
[2021-08-26 00:56:58 main:574] : INFO : Epoch 1816 | loss: 0.0311683 | val_loss: 0.0311764 | Time: 1786.5 ms
[2021-08-26 00:57:00 main:574] : INFO : Epoch 1817 | loss: 0.031169 | val_loss: 0.031179 | Time: 1749.45 ms
[2021-08-26 00:57:02 main:574] : INFO : Epoch 1818 | loss: 0.031169 | val_loss: 0.0311772 | Time: 1754.98 ms
[2021-08-26 00:57:04 main:574] : INFO : Epoch 1819 | loss: 0.03117 | val_loss: 0.0311766 | Time: 1733.19 ms
[2021-08-26 00:57:05 main:574] : INFO : Epoch 1820 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 1756 ms
[2021-08-26 00:57:07 main:574] : INFO : Epoch 1821 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 1741.72 ms
[2021-08-26 00:57:09 main:574] : INFO : Epoch 1822 | loss: 0.0311696 | val_loss: 0.0311765 | Time: 1768.94 ms
[2021-08-26 00:57:11 main:574] : INFO : Epoch 1823 | loss: 0.0311695 | val_loss: 0.0311827 | Time: 1787.75 ms
[2021-08-26 00:57:12 main:574] : INFO : Epoch 1824 | loss: 0.0311699 | val_loss: 0.0311799 | Time: 1735.32 ms
[2021-08-26 00:57:14 main:574] : INFO : Epoch 1825 | loss: 0.0311693 | val_loss: 0.0311772 | Time: 1727.13 ms
[2021-08-26 00:57:16 main:574] : INFO : Epoch 1826 | loss: 0.0311691 | val_loss: 0.0311753 | Time: 1752.28 ms
[2021-08-26 00:57:18 main:574] : INFO : Epoch 1827 | loss: 0.0311696 | val_loss: 0.0311754 | Time: 1741.11 ms
[2021-08-26 00:57:19 main:574] : INFO : Epoch 1828 | loss: 0.0311689 | val_loss: 0.031176 | Time: 1735.03 ms
[2021-08-26 00:57:21 main:574] : INFO : Epoch 1829 | loss: 0.0311691 | val_loss: 0.0311791 | Time: 1775.29 ms
[2021-08-26 00:57:23 main:574] : INFO : Epoch 1830 | loss: 0.0311703 | val_loss: 0.0311748 | Time: 1740.91 ms
[2021-08-26 00:57:25 main:574] : INFO : Epoch 1831 | loss: 0.031169 | val_loss: 0.0311763 | Time: 1774.92 ms
[2021-08-26 00:57:26 main:574] : INFO : Epoch 1832 | loss: 0.0311698 | val_loss: 0.0311752 | Time: 1726.11 ms
[2021-08-26 00:57:28 main:574] : INFO : Epoch 1833 | loss: 0.0311692 | val_loss: 0.031175 | Time: 1735.77 ms
[2021-08-26 00:57:30 main:574] : INFO : Epoch 1834 | loss: 0.0311704 | val_loss: 0.0311772 | Time: 1721.37 ms
[2021-08-26 00:57:32 main:574] : INFO : Epoch 1835 | loss: 0.0311694 | val_loss: 0.0311757 | Time: 1782.62 ms
[2021-08-26 00:57:34 main:574] : INFO : Epoch 1836 | loss: 0.03117 | val_loss: 0.0311754 | Time: 1763.5 ms
[2021-08-26 00:57:35 main:574] : INFO : Epoch 1837 | loss: 0.0311695 | val_loss: 0.0311775 | Time: 1715.47 ms
[2021-08-26 00:57:37 main:574] : INFO : Epoch 1838 | loss: 0.0311703 | val_loss: 0.031177 | Time: 1736.64 ms
[2021-08-26 00:57:39 main:574] : INFO : Epoch 1839 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 1742.81 ms
[2021-08-26 00:57:40 main:574] : INFO : Epoch 1840 | loss: 0.0311696 | val_loss: 0.0311754 | Time: 1761.72 ms
[2021-08-26 00:57:42 main:574] : INFO : Epoch 1841 | loss: 0.03117 | val_loss: 0.0311759 | Time: 1749.21 ms
[2021-08-26 00:57:44 main:574] : INFO : Epoch 1842 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 1744.52 ms
[2021-08-26 00:57:46 main:574] : INFO : Epoch 1843 | loss: 0.0311708 | val_loss: 0.0311787 | Time: 1708.11 ms
[2021-08-26 00:57:47 main:574] : INFO : Epoch 1844 | loss: 0.0311704 | val_loss: 0.0311764 | Time: 1726.05 ms
[2021-08-26 00:57:49 main:574] : INFO : Epoch 1845 | loss: 0.0311696 | val_loss: 0.0311745 | Time: 1725.8 ms
[2021-08-26 00:57:51 main:574] : INFO : Epoch 1846 | loss: 0.0311691 | val_loss: 0.0311751 | Time: 1731.23 ms
[2021-08-26 00:57:53 main:574] : INFO : Epoch 1847 | loss: 0.0311692 | val_loss: 0.0311749 | Time: 1717.96 ms
[2021-08-26 00:57:54 main:574] : INFO : Epoch 1848 | loss: 0.0311701 | val_loss: 0.0311755 | Time: 1723.99 ms
[2021-08-26 00:57:56 main:574] : INFO : Epoch 1849 | loss: 0.0311702 | val_loss: 0.0311769 | Time: 1776.7 ms
[2021-08-26 00:57:58 main:574] : INFO : Epoch 1850 | loss: 0.031169 | val_loss: 0.0311769 | Time: 1750.62 ms
[2021-08-26 00:58:00 main:574] : INFO : Epoch 1851 | loss: 0.0311696 | val_loss: 0.0311751 | Time: 1769.14 ms
[2021-08-26 00:58:02 main:574] : INFO : Epoch 1852 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 1793.83 ms
[2021-08-26 00:58:03 main:574] : INFO : Epoch 1853 | loss: 0.031169 | val_loss: 0.031175 | Time: 1751.76 ms
[2021-08-26 00:58:05 main:574] : INFO : Epoch 1854 | loss: 0.0311707 | val_loss: 0.0311769 | Time: 1764.85 ms
[2021-08-26 00:58:07 main:574] : INFO : Epoch 1855 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 1722.76 ms
[2021-08-26 00:58:09 main:574] : INFO : Epoch 1856 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 1762.09 ms
[2021-08-26 00:58:10 main:574] : INFO : Epoch 1857 | loss: 0.0311688 | val_loss: 0.0311757 | Time: 1759.03 ms
[2021-08-26 00:58:12 main:574] : INFO : Epoch 1858 | loss: 0.0311697 | val_loss: 0.0311761 | Time: 1721.17 ms
[2021-08-26 00:58:14 main:574] : INFO : Epoch 1859 | loss: 0.0311693 | val_loss: 0.031175 | Time: 1810.73 ms
[2021-08-26 00:58:16 main:574] : INFO : Epoch 1860 | loss: 0.0311695 | val_loss: 0.0311751 | Time: 1723.44 ms
[2021-08-26 00:58:17 main:574] : INFO : Epoch 1861 | loss: 0.0311694 | val_loss: 0.0311755 | Time: 1727.53 ms
[2021-08-26 00:58:19 main:574] : INFO : Epoch 1862 | loss: 0.0311695 | val_loss: 0.031177 | Time: 1769.37 ms
[2021-08-26 00:58:21 main:574] : INFO : Epoch 1863 | loss: 0.0311692 | val_loss: 0.0311754 | Time: 1767.77 ms
[2021-08-26 00:58:23 main:574] : INFO : Epoch 1864 | loss: 0.0311688 | val_loss: 0.0311761 | Time: 1723.22 ms
[2021-08-26 00:58:24 main:574] : INFO : Epoch 1865 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 1745.88 ms
[2021-08-26 00:58:26 main:574] : INFO : Epoch 1866 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 1727.36 ms
[2021-08-26 00:58:28 main:574] : INFO : Epoch 1867 | loss: 0.0311707 | val_loss: 0.031175 | Time: 1761.64 ms
[2021-08-26 00:58:30 main:574] : INFO : Epoch 1868 | loss: 0.0311714 | val_loss: 0.0311757 | Time: 1724.34 ms
[2021-08-26 00:58:31 main:574] : INFO : Epoch 1869 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 1746.91 ms
[2021-08-26 00:58:33 main:574] : INFO : Epoch 1870 | loss: 0.0311698 | val_loss: 0.0311803 | Time: 1721.05 ms
[2021-08-26 00:58:35 main:574] : INFO : Epoch 1871 | loss: 0.0311699 | val_loss: 0.0311761 | Time: 1746.8 ms
[2021-08-26 00:58:36 main:574] : INFO : Epoch 1872 | loss: 0.031169 | val_loss: 0.0311799 | Time: 1722.68 ms
[2021-08-26 00:58:38 main:574] : INFO : Epoch 1873 | loss: 0.0311705 | val_loss: 0.03118 | Time: 1718.5 ms
[2021-08-26 00:58:40 main:574] : INFO : Epoch 1874 | loss: 0.0311731 | val_loss: 0.0311765 | Time: 1757.8 ms
[2021-08-26 00:58:42 main:574] : INFO : Epoch 1875 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 1716.56 ms
[2021-08-26 00:58:43 main:574] : INFO : Epoch 1876 | loss: 0.0311692 | val_loss: 0.0311755 | Time: 1732.85 ms
[2021-08-26 00:58:45 main:574] : INFO : Epoch 1877 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 1756.39 ms
[2021-08-26 00:58:47 main:574] : INFO : Epoch 1878 | loss: 0.0311703 | val_loss: 0.0311801 | Time: 1732.72 ms
[2021-08-26 00:58:49 main:574] : INFO : Epoch 1879 | loss: 0.0311702 | val_loss: 0.0311768 | Time: 1728.92 ms
[2021-08-26 00:58:50 main:574] : INFO : Epoch 1880 | loss: 0.0311682 | val_loss: 0.0311765 | Time: 1746.95 ms
[2021-08-26 00:58:52 main:574] : INFO : Epoch 1881 | loss: 0.0311691 | val_loss: 0.0311757 | Time: 1752.87 ms
[2021-08-26 00:58:54 main:574] : INFO : Epoch 1882 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 1769.56 ms
[2021-08-26 00:58:56 main:574] : INFO : Epoch 1883 | loss: 0.0311685 | val_loss: 0.0311757 | Time: 1723.88 ms
[2021-08-26 00:58:57 main:574] : INFO : Epoch 1884 | loss: 0.0311686 | val_loss: 0.0311771 | Time: 1770.03 ms
[2021-08-26 00:58:59 main:574] : INFO : Epoch 1885 | loss: 0.0311685 | val_loss: 0.031175 | Time: 1791.95 ms
[2021-08-26 00:59:01 main:574] : INFO : Epoch 1886 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 1766.11 ms
[2021-08-26 00:59:03 main:574] : INFO : Epoch 1887 | loss: 0.0311683 | val_loss: 0.0311769 | Time: 1704.3 ms
[2021-08-26 00:59:04 main:574] : INFO : Epoch 1888 | loss: 0.0311691 | val_loss: 0.0311763 | Time: 1738.04 ms
[2021-08-26 00:59:06 main:574] : INFO : Epoch 1889 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 1745.85 ms
[2021-08-26 00:59:08 main:574] : INFO : Epoch 1890 | loss: 0.0311698 | val_loss: 0.0311784 | Time: 1751.88 ms
[2021-08-26 00:59:10 main:574] : INFO : Epoch 1891 | loss: 0.0311701 | val_loss: 0.031175 | Time: 1730.72 ms
[2021-08-26 00:59:11 main:574] : INFO : Epoch 1892 | loss: 0.0311691 | val_loss: 0.0311767 | Time: 1738.48 ms
[2021-08-26 00:59:13 main:574] : INFO : Epoch 1893 | loss: 0.0311691 | val_loss: 0.0311759 | Time: 1771.68 ms
[2021-08-26 00:59:15 main:574] : INFO : Epoch 1894 | loss: 0.031172 | val_loss: 0.031176 | Time: 1731.72 ms
[2021-08-26 00:59:17 main:574] : INFO : Epoch 1895 | loss: 0.0311714 | val_loss: 0.03118 | Time: 1781.56 ms
[2021-08-26 00:59:19 main:574] : INFO : Epoch 1896 | loss: 0.0311691 | val_loss: 0.0311771 | Time: 1791.41 ms
[2021-08-26 00:59:20 main:574] : INFO : Epoch 1897 | loss: 0.031169 | val_loss: 0.0311755 | Time: 1709.63 ms
[2021-08-26 00:59:22 main:574] : INFO : Epoch 1898 | loss: 0.0311688 | val_loss: 0.0311755 | Time: 1719.32 ms
[2021-08-26 00:59:24 main:574] : INFO : Epoch 1899 | loss: 0.031169 | val_loss: 0.0311758 | Time: 1779.04 ms
[2021-08-26 00:59:26 main:574] : INFO : Epoch 1900 | loss: 0.0311681 | val_loss: 0.0311761 | Time: 1807.85 ms
[2021-08-26 00:59:27 main:574] : INFO : Epoch 1901 | loss: 0.0311683 | val_loss: 0.0311773 | Time: 1722.06 ms
[2021-08-26 00:59:29 main:574] : INFO : Epoch 1902 | loss: 0.0311688 | val_loss: 0.031176 | Time: 1746.12 ms
[2021-08-26 00:59:31 main:574] : INFO : Epoch 1903 | loss: 0.0311691 | val_loss: 0.0311792 | Time: 1784.94 ms
[2021-08-26 00:59:33 main:574] : INFO : Epoch 1904 | loss: 0.0311693 | val_loss: 0.031176 | Time: 1735.06 ms
[2021-08-26 00:59:34 main:574] : INFO : Epoch 1905 | loss: 0.0311685 | val_loss: 0.0311756 | Time: 1728.02 ms
[2021-08-26 00:59:36 main:574] : INFO : Epoch 1906 | loss: 0.0311701 | val_loss: 0.0311764 | Time: 1756.71 ms
[2021-08-26 00:59:38 main:574] : INFO : Epoch 1907 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 1751.89 ms
[2021-08-26 00:59:40 main:574] : INFO : Epoch 1908 | loss: 0.0311751 | val_loss: 0.0311798 | Time: 1737.92 ms
[2021-08-26 00:59:41 main:574] : INFO : Epoch 1909 | loss: 0.0311739 | val_loss: 0.031176 | Time: 1785.26 ms
[2021-08-26 00:59:43 main:574] : INFO : Epoch 1910 | loss: 0.0311688 | val_loss: 0.031176 | Time: 1781 ms
[2021-08-26 00:59:45 main:574] : INFO : Epoch 1911 | loss: 0.0311687 | val_loss: 0.031176 | Time: 1732.66 ms
[2021-08-26 00:59:47 main:574] : INFO : Epoch 1912 | loss: 0.0311698 | val_loss: 0.0311788 | Time: 1748.95 ms
[2021-08-26 00:59:48 main:574] : INFO : Epoch 1913 | loss: 0.0311684 | val_loss: 0.0311763 | Time: 1727.84 ms
[2021-08-26 00:59:50 main:574] : INFO : Epoch 1914 | loss: 0.031168 | val_loss: 0.0311761 | Time: 1733.79 ms
[2021-08-26 00:59:52 main:574] : INFO : Epoch 1915 | loss: 0.0311685 | val_loss: 0.0311762 | Time: 1733.87 ms
[2021-08-26 00:59:54 main:574] : INFO : Epoch 1916 | loss: 0.0311683 | val_loss: 0.0311757 | Time: 1735.16 ms
[2021-08-26 00:59:55 main:574] : INFO : Epoch 1917 | loss: 0.031168 | val_loss: 0.0311775 | Time: 1753.4 ms
[2021-08-26 00:59:57 main:574] : INFO : Epoch 1918 | loss: 0.0311683 | val_loss: 0.0311751 | Time: 1795.48 ms
[2021-08-26 00:59:59 main:574] : INFO : Epoch 1919 | loss: 0.031168 | val_loss: 0.0311751 | Time: 1753.87 ms
[2021-08-26 01:00:01 main:574] : INFO : Epoch 1920 | loss: 0.0311685 | val_loss: 0.0311752 | Time: 1773.59 ms
[2021-08-26 01:00:02 main:574] : INFO : Epoch 1921 | loss: 0.0311701 | val_loss: 0.0311796 | Time: 1762.7 ms
[2021-08-26 01:00:04 main:574] : INFO : Epoch 1922 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 1722.84 ms
[2021-08-26 01:00:06 main:574] : INFO : Epoch 1923 | loss: 0.0311705 | val_loss: 0.031176 | Time: 1725.77 ms
[2021-08-26 01:00:08 main:574] : INFO : Epoch 1924 | loss: 0.031169 | val_loss: 0.0311759 | Time: 1718.72 ms
[2021-08-26 01:00:09 main:574] : INFO : Epoch 1925 | loss: 0.0311685 | val_loss: 0.0311761 | Time: 1767.03 ms
[2021-08-26 01:00:11 main:574] : INFO : Epoch 1926 | loss: 0.0311681 | val_loss: 0.0311755 | Time: 1738.27 ms
[2021-08-26 01:00:13 main:574] : INFO : Epoch 1927 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 1764.83 ms
[2021-08-26 01:00:15 main:574] : INFO : Epoch 1928 | loss: 0.0311688 | val_loss: 0.0311768 | Time: 1801 ms
[2021-08-26 01:00:17 main:574] : INFO : Epoch 1929 | loss: 0.0311699 | val_loss: 0.0311761 | Time: 1732.54 ms
[2021-08-26 01:00:18 main:574] : INFO : Epoch 1930 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 1756.23 ms
[2021-08-26 01:00:20 main:574] : INFO : Epoch 1931 | loss: 0.0311696 | val_loss: 0.0311853 | Time: 1718.67 ms
[2021-08-26 01:00:22 main:574] : INFO : Epoch 1932 | loss: 0.031173 | val_loss: 0.0311857 | Time: 1722.05 ms
[2021-08-26 01:00:24 main:574] : INFO : Epoch 1933 | loss: 0.0311746 | val_loss: 0.0311807 | Time: 1844.09 ms
[2021-08-26 01:00:25 main:574] : INFO : Epoch 1934 | loss: 0.0311739 | val_loss: 0.0311782 | Time: 1765.61 ms
[2021-08-26 01:00:27 main:574] : INFO : Epoch 1935 | loss: 0.0311686 | val_loss: 0.0311759 | Time: 1765.96 ms
[2021-08-26 01:00:29 main:574] : INFO : Epoch 1936 | loss: 0.0311678 | val_loss: 0.0311758 | Time: 1713.91 ms
[2021-08-26 01:00:31 main:574] : INFO : Epoch 1937 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 1737.11 ms
[2021-08-26 01:00:32 main:574] : INFO : Epoch 1938 | loss: 0.0311682 | val_loss: 0.0311759 | Time: 1749.33 ms
[2021-08-26 01:00:34 main:574] : INFO : Epoch 1939 | loss: 0.0311679 | val_loss: 0.0311765 | Time: 1733.73 ms
[2021-08-26 01:00:36 main:574] : INFO : Epoch 1940 | loss: 0.031168 | val_loss: 0.0311761 | Time: 1730.4 ms
[2021-08-26 01:00:38 main:574] : INFO : Epoch 1941 | loss: 0.031168 | val_loss: 0.031182 | Time: 1830.64 ms
[2021-08-26 01:00:39 main:574] : INFO : Epoch 1942 | loss: 0.0311691 | val_loss: 0.0311774 | Time: 1761.73 ms
[2021-08-26 01:00:41 main:574] : INFO : Epoch 1943 | loss: 0.0311684 | val_loss: 0.0311765 | Time: 1741.05 ms
[2021-08-26 01:00:43 main:574] : INFO : Epoch 1944 | loss: 0.0311682 | val_loss: 0.0311771 | Time: 1753.81 ms
[2021-08-26 01:00:45 main:574] : INFO : Epoch 1945 | loss: 0.0311674 | val_loss: 0.0311771 | Time: 1756.39 ms
[2021-08-26 01:00:46 main:574] : INFO : Epoch 1946 | loss: 0.0311676 | val_loss: 0.0311764 | Time: 1712.21 ms
[2021-08-26 01:00:48 main:574] : INFO : Epoch 1947 | loss: 0.0311675 | val_loss: 0.0311772 | Time: 1735.36 ms
[2021-08-26 01:00:50 main:574] : INFO : Epoch 1948 | loss: 0.0311684 | val_loss: 0.0311804 | Time: 1795.52 ms
[2021-08-26 01:00:52 main:574] : INFO : Epoch 1949 | loss: 0.0311693 | val_loss: 0.031179 | Time: 1735.2 ms
[2021-08-26 01:00:53 main:574] : INFO : Epoch 1950 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 1739.53 ms
[2021-08-26 01:00:55 main:574] : INFO : Epoch 1951 | loss: 0.0311689 | val_loss: 0.0311808 | Time: 1723.68 ms
[2021-08-26 01:00:57 main:574] : INFO : Epoch 1952 | loss: 0.0311681 | val_loss: 0.0311769 | Time: 1728.71 ms
[2021-08-26 01:00:59 main:574] : INFO : Epoch 1953 | loss: 0.0311695 | val_loss: 0.0311782 | Time: 1751.6 ms
[2021-08-26 01:01:01 main:574] : INFO : Epoch 1954 | loss: 0.0311683 | val_loss: 0.0311793 | Time: 1768.13 ms
[2021-08-26 01:01:02 main:574] : INFO : Epoch 1955 | loss: 0.0311686 | val_loss: 0.0311776 | Time: 1725.03 ms
[2021-08-26 01:01:04 main:574] : INFO : Epoch 1956 | loss: 0.0311686 | val_loss: 0.0311762 | Time: 1762.65 ms
[2021-08-26 01:01:06 main:574] : INFO : Epoch 1957 | loss: 0.0311682 | val_loss: 0.0311795 | Time: 1759.63 ms
[2021-08-26 01:01:08 main:574] : INFO : Epoch 1958 | loss: 0.0311722 | val_loss: 0.0311795 | Time: 1766.34 ms
[2021-08-26 01:01:09 main:574] : INFO : Epoch 1959 | loss: 0.0311695 | val_loss: 0.0311766 | Time: 1724.52 ms
[2021-08-26 01:01:11 main:574] : INFO : Epoch 1960 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 1779.38 ms
[2021-08-26 01:01:13 main:574] : INFO : Epoch 1961 | loss: 0.031168 | val_loss: 0.0311767 | Time: 1708.63 ms
[2021-08-26 01:01:15 main:574] : INFO : Epoch 1962 | loss: 0.0311678 | val_loss: 0.031176 | Time: 1747.3 ms
[2021-08-26 01:01:16 main:574] : INFO : Epoch 1963 | loss: 0.0311673 | val_loss: 0.0311761 | Time: 1742.98 ms
[2021-08-26 01:01:18 main:574] : INFO : Epoch 1964 | loss: 0.0311696 | val_loss: 0.0311781 | Time: 1741.58 ms
[2021-08-26 01:01:20 main:574] : INFO : Epoch 1965 | loss: 0.0311676 | val_loss: 0.0311771 | Time: 1789.05 ms
[2021-08-26 01:01:22 main:574] : INFO : Epoch 1966 | loss: 0.0311684 | val_loss: 0.0311773 | Time: 1737.47 ms
[2021-08-26 01:01:23 main:574] : INFO : Epoch 1967 | loss: 0.0311684 | val_loss: 0.0311764 | Time: 1757.26 ms
[2021-08-26 01:01:25 main:574] : INFO : Epoch 1968 | loss: 0.0311677 | val_loss: 0.0311785 | Time: 1747.88 ms
[2021-08-26 01:01:27 main:574] : INFO : Epoch 1969 | loss: 0.0311676 | val_loss: 0.0311773 | Time: 1711.33 ms
[2021-08-26 01:01:29 main:574] : INFO : Epoch 1970 | loss: 0.031168 | val_loss: 0.0311775 | Time: 1745.99 ms
[2021-08-26 01:01:30 main:574] : INFO : Epoch 1971 | loss: 0.0311671 | val_loss: 0.0311765 | Time: 1737.67 ms
[2021-08-26 01:01:32 main:574] : INFO : Epoch 1972 | loss: 0.0311676 | val_loss: 0.0311769 | Time: 1764.55 ms
[2021-08-26 01:01:34 main:574] : INFO : Epoch 1973 | loss: 0.0311677 | val_loss: 0.0311775 | Time: 1739.65 ms
[2021-08-26 01:01:36 main:574] : INFO : Epoch 1974 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 1814.48 ms
[2021-08-26 01:01:37 main:574] : INFO : Epoch 1975 | loss: 0.0311669 | val_loss: 0.0311763 | Time: 1707.63 ms
[2021-08-26 01:01:39 main:574] : INFO : Epoch 1976 | loss: 0.0311671 | val_loss: 0.0311765 | Time: 1755.65 ms
[2021-08-26 01:01:41 main:574] : INFO : Epoch 1977 | loss: 0.0311666 | val_loss: 0.0311769 | Time: 1708.92 ms
[2021-08-26 01:01:43 main:574] : INFO : Epoch 1978 | loss: 0.0311675 | val_loss: 0.0311775 | Time: 1726.26 ms
[2021-08-26 01:01:44 main:574] : INFO : Epoch 1979 | loss: 0.0311671 | val_loss: 0.0311764 | Time: 1757.26 ms
[2021-08-26 01:01:46 main:574] : INFO : Epoch 1980 | loss: 0.0311674 | val_loss: 0.0311759 | Time: 1745.86 ms
[2021-08-26 01:01:48 main:574] : INFO : Epoch 1981 | loss: 0.0311668 | val_loss: 0.0311761 | Time: 1752.9 ms
[2021-08-26 01:01:50 main:574] : INFO : Epoch 1982 | loss: 0.0311665 | val_loss: 0.0311767 | Time: 1731.61 ms
[2021-08-26 01:01:51 main:574] : INFO : Epoch 1983 | loss: 0.0311663 | val_loss: 0.0311759 | Time: 1730.36 ms
[2021-08-26 01:01:53 main:574] : INFO : Epoch 1984 | loss: 0.0311664 | val_loss: 0.0311762 | Time: 1722.3 ms
[2021-08-26 01:01:55 main:574] : INFO : Epoch 1985 | loss: 0.0311668 | val_loss: 0.031176 | Time: 1712.05 ms
[2021-08-26 01:01:57 main:574] : INFO : Epoch 1986 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 1728.57 ms
[2021-08-26 01:01:58 main:574] : INFO : Epoch 1987 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 1769.88 ms
[2021-08-26 01:02:00 main:574] : INFO : Epoch 1988 | loss: 0.0311674 | val_loss: 0.031176 | Time: 1797.23 ms
[2021-08-26 01:02:02 main:574] : INFO : Epoch 1989 | loss: 0.0311678 | val_loss: 0.031176 | Time: 1717.49 ms
[2021-08-26 01:02:04 main:574] : INFO : Epoch 1990 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 1751.53 ms
[2021-08-26 01:02:05 main:574] : INFO : Epoch 1991 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 1755.08 ms
[2021-08-26 01:02:07 main:574] : INFO : Epoch 1992 | loss: 0.0311669 | val_loss: 0.0311758 | Time: 1743.05 ms
[2021-08-26 01:02:09 main:574] : INFO : Epoch 1993 | loss: 0.0311664 | val_loss: 0.0311775 | Time: 1743.99 ms
[2021-08-26 01:02:11 main:574] : INFO : Epoch 1994 | loss: 0.0311672 | val_loss: 0.0311758 | Time: 1763.14 ms
[2021-08-26 01:02:12 main:574] : INFO : Epoch 1995 | loss: 0.0311693 | val_loss: 0.0311805 | Time: 1736.69 ms
[2021-08-26 01:02:14 main:574] : INFO : Epoch 1996 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 1716.79 ms
[2021-08-26 01:02:16 main:574] : INFO : Epoch 1997 | loss: 0.0311671 | val_loss: 0.0311774 | Time: 1838.59 ms
[2021-08-26 01:02:18 main:574] : INFO : Epoch 1998 | loss: 0.0311673 | val_loss: 0.031177 | Time: 1739.31 ms
[2021-08-26 01:02:19 main:574] : INFO : Epoch 1999 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 1783.7 ms
[2021-08-26 01:02:21 main:574] : INFO : Epoch 2000 | loss: 0.0311666 | val_loss: 0.0311777 | Time: 1725.1 ms
[2021-08-26 01:02:23 main:574] : INFO : Epoch 2001 | loss: 0.0311668 | val_loss: 0.031179 | Time: 1735.94 ms
[2021-08-26 01:02:25 main:574] : INFO : Epoch 2002 | loss: 0.0311666 | val_loss: 0.0311777 | Time: 1734.2 ms
[2021-08-26 01:02:26 main:574] : INFO : Epoch 2003 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 1808.67 ms
[2021-08-26 01:02:28 main:574] : INFO : Epoch 2004 | loss: 0.0311666 | val_loss: 0.0311762 | Time: 1749.68 ms
[2021-08-26 01:02:30 main:574] : INFO : Epoch 2005 | loss: 0.0311662 | val_loss: 0.0311782 | Time: 1777.87 ms
[2021-08-26 01:02:32 main:574] : INFO : Epoch 2006 | loss: 0.0311666 | val_loss: 0.0311773 | Time: 1807.99 ms
[2021-08-26 01:02:34 main:574] : INFO : Epoch 2007 | loss: 0.0311662 | val_loss: 0.0311782 | Time: 1725.77 ms
[2021-08-26 01:02:35 main:574] : INFO : Epoch 2008 | loss: 0.0311665 | val_loss: 0.0311765 | Time: 1739.69 ms
[2021-08-26 01:02:37 main:574] : INFO : Epoch 2009 | loss: 0.0311667 | val_loss: 0.0311757 | Time: 1751.7 ms
[2021-08-26 01:02:39 main:574] : INFO : Epoch 2010 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 1756.95 ms
[2021-08-26 01:02:41 main:574] : INFO : Epoch 2011 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 1806.67 ms
[2021-08-26 01:02:42 main:574] : INFO : Epoch 2012 | loss: 0.0311659 | val_loss: 0.0311757 | Time: 1763.44 ms
[2021-08-26 01:02:44 main:574] : INFO : Epoch 2013 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 1780.19 ms
[2021-08-26 01:02:46 main:574] : INFO : Epoch 2014 | loss: 0.0311675 | val_loss: 0.0311756 | Time: 1802.27 ms
[2021-08-26 01:02:48 main:574] : INFO : Epoch 2015 | loss: 0.0311671 | val_loss: 0.0311749 | Time: 1790.61 ms
[2021-08-26 01:02:50 main:574] : INFO : Epoch 2016 | loss: 0.0311669 | val_loss: 0.0311777 | Time: 1714.73 ms
[2021-08-26 01:02:51 main:574] : INFO : Epoch 2017 | loss: 0.0311703 | val_loss: 0.0311824 | Time: 1732.69 ms
[2021-08-26 01:02:53 main:574] : INFO : Epoch 2018 | loss: 0.0311706 | val_loss: 0.0311784 | Time: 1753.49 ms
[2021-08-26 01:02:55 main:574] : INFO : Epoch 2019 | loss: 0.0311677 | val_loss: 0.0311763 | Time: 1817.56 ms
[2021-08-26 01:02:57 main:574] : INFO : Epoch 2020 | loss: 0.0311678 | val_loss: 0.0311776 | Time: 1754.94 ms
[2021-08-26 01:02:58 main:574] : INFO : Epoch 2021 | loss: 0.0311668 | val_loss: 0.0311751 | Time: 1749.71 ms
[2021-08-26 01:03:00 main:574] : INFO : Epoch 2022 | loss: 0.0311674 | val_loss: 0.0311765 | Time: 1784.32 ms
[2021-08-26 01:03:02 main:574] : INFO : Epoch 2023 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 1718.34 ms
[2021-08-26 01:03:04 main:574] : INFO : Epoch 2024 | loss: 0.0311673 | val_loss: 0.0311776 | Time: 1731.39 ms
[2021-08-26 01:03:05 main:574] : INFO : Epoch 2025 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 1726.24 ms
[2021-08-26 01:03:07 main:574] : INFO : Epoch 2026 | loss: 0.0311669 | val_loss: 0.0311755 | Time: 1751.41 ms
[2021-08-26 01:03:09 main:574] : INFO : Epoch 2027 | loss: 0.0311655 | val_loss: 0.0311747 | Time: 1720.43 ms
[2021-08-26 01:03:11 main:574] : INFO : Epoch 2028 | loss: 0.0311658 | val_loss: 0.0311749 | Time: 1724.15 ms
[2021-08-26 01:03:12 main:574] : INFO : Epoch 2029 | loss: 0.0311661 | val_loss: 0.031176 | Time: 1709.99 ms
[2021-08-26 01:03:14 main:574] : INFO : Epoch 2030 | loss: 0.0311663 | val_loss: 0.0311751 | Time: 1730.53 ms
[2021-08-26 01:03:16 main:574] : INFO : Epoch 2031 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 1745.61 ms
[2021-08-26 01:03:18 main:574] : INFO : Epoch 2032 | loss: 0.0311662 | val_loss: 0.0311753 | Time: 1727.44 ms
[2021-08-26 01:03:19 main:574] : INFO : Epoch 2033 | loss: 0.0311659 | val_loss: 0.0311745 | Time: 1750.45 ms
[2021-08-26 01:03:21 main:574] : INFO : Epoch 2034 | loss: 0.0311668 | val_loss: 0.0311748 | Time: 1745.43 ms
[2021-08-26 01:03:23 main:574] : INFO : Epoch 2035 | loss: 0.0311668 | val_loss: 0.0311761 | Time: 1773.94 ms
[2021-08-26 01:03:25 main:574] : INFO : Epoch 2036 | loss: 0.0311667 | val_loss: 0.0311751 | Time: 1730.25 ms
[2021-08-26 01:03:26 main:574] : INFO : Epoch 2037 | loss: 0.0311687 | val_loss: 0.0311763 | Time: 1809.27 ms
[2021-08-26 01:03:28 main:574] : INFO : Epoch 2038 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 1739.44 ms
[2021-08-26 01:03:30 main:574] : INFO : Epoch 2039 | loss: 0.0311659 | val_loss: 0.031176 | Time: 1695.48 ms
[2021-08-26 01:03:32 main:574] : INFO : Epoch 2040 | loss: 0.0311659 | val_loss: 0.0311757 | Time: 1731.79 ms
[2021-08-26 01:03:33 main:574] : INFO : Epoch 2041 | loss: 0.0311658 | val_loss: 0.0311787 | Time: 1728.71 ms
[2021-08-26 01:03:35 main:574] : INFO : Epoch 2042 | loss: 0.0311684 | val_loss: 0.0311769 | Time: 1740.03 ms
[2021-08-26 01:03:37 main:574] : INFO : Epoch 2043 | loss: 0.0311662 | val_loss: 0.0311764 | Time: 1676.4 ms
[2021-08-26 01:03:39 main:574] : INFO : Epoch 2044 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 1746.58 ms
[2021-08-26 01:03:40 main:574] : INFO : Epoch 2045 | loss: 0.0311656 | val_loss: 0.0311755 | Time: 1727.51 ms
[2021-08-26 01:03:42 main:574] : INFO : Epoch 2046 | loss: 0.0311653 | val_loss: 0.0311768 | Time: 1745.96 ms
[2021-08-26 01:03:44 main:574] : INFO : Epoch 2047 | loss: 0.0311652 | val_loss: 0.0311772 | Time: 1726.91 ms
[2021-08-26 01:03:46 main:574] : INFO : Epoch 2048 | loss: 0.0311657 | val_loss: 0.0311751 | Time: 1789.41 ms
[2021-08-26 01:03:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311751
[2021-08-26 01:03:46 main:603] : INFO : Saving end state to config to file
[2021-08-26 01:03:46 main:608] : INFO : Success, exiting..
01:03:46 (25496): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)