Task 5140925
| Name | ParityMachine-1619581224-15899-1_0 |
| Workunit | 3088111 |
| Created | 3 May 2021, 21:40:42 UTC |
| Sent | 13 May 2021, 1:44:16 UTC |
| Report deadline | 20 May 2021, 1:44:16 UTC |
| Received | 13 May 2021, 3:44:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 1 hours 0 min 20 sec |
| CPU time | 59 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311756 | val_loss: 0.0311819 | Time: 1759.94 ms [2021-05-12 22:31:26 main:574] : INFO : Epoch 1543 | loss: 0.0311749 | val_loss: 0.031182 | Time: 1751.85 ms [2021-05-12 22:31:28 main:574] : INFO : Epoch 1544 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 1761.69 ms [2021-05-12 22:31:30 main:574] : INFO : Epoch 1545 | loss: 0.0311754 | val_loss: 0.0311827 | Time: 1763.6 ms [2021-05-12 22:31:32 main:574] : INFO : Epoch 1546 | loss: 0.0311762 | val_loss: 0.0311843 | Time: 1753.4 ms [2021-05-12 22:31:34 main:574] : INFO : Epoch 1547 | loss: 0.0311756 | val_loss: 0.0311862 | Time: 1755.55 ms [2021-05-12 22:31:35 main:574] : INFO : Epoch 1548 | loss: 0.0311756 | val_loss: 0.0311828 | Time: 1751.76 ms [2021-05-12 22:31:37 main:574] : INFO : Epoch 1549 | loss: 0.031177 | val_loss: 0.0311831 | Time: 1764.91 ms [2021-05-12 22:31:39 main:574] : INFO : Epoch 1550 | loss: 0.0311752 | val_loss: 0.0311839 | Time: 1760.25 ms [2021-05-12 22:31:41 main:574] : INFO : Epoch 1551 | loss: 0.0311744 | val_loss: 0.0311837 | Time: 1761.13 ms [2021-05-12 22:31:42 main:574] : INFO : Epoch 1552 | loss: 0.0311757 | val_loss: 0.0311826 | Time: 1759.36 ms [2021-05-12 22:31:44 main:574] : INFO : Epoch 1553 | loss: 0.0311759 | val_loss: 0.0311836 | Time: 1755.55 ms [2021-05-12 22:31:46 main:574] : INFO : Epoch 1554 | loss: 0.0311759 | val_loss: 0.0311824 | Time: 1767.74 ms [2021-05-12 22:31:48 main:574] : INFO : Epoch 1555 | loss: 0.0311751 | val_loss: 0.0311841 | Time: 1773.93 ms [2021-05-12 22:31:49 main:574] : INFO : Epoch 1556 | loss: 0.0311759 | val_loss: 0.0311834 | Time: 1763.79 ms [2021-05-12 22:31:51 main:574] : INFO : Epoch 1557 | loss: 0.031177 | val_loss: 0.0311871 | Time: 1754.28 ms [2021-05-12 22:31:53 main:574] : INFO : Epoch 1558 | loss: 0.0311787 | val_loss: 0.0311928 | Time: 1761.1 ms [2021-05-12 22:31:55 main:574] : INFO : Epoch 1559 | loss: 0.031178 | val_loss: 0.0311845 | Time: 1757.71 ms [2021-05-12 22:31:57 main:574] : INFO : Epoch 1560 | loss: 0.0311763 | val_loss: 0.0311854 | Time: 1770.24 ms [2021-05-12 22:31:58 main:574] : INFO : Epoch 1561 | loss: 0.0311765 | val_loss: 0.0311838 | Time: 1756.11 ms [2021-05-12 22:32:00 main:574] : INFO : Epoch 1562 | loss: 0.0311772 | val_loss: 0.031185 | Time: 1745.04 ms [2021-05-12 22:32:02 main:574] : INFO : Epoch 1563 | loss: 0.031178 | val_loss: 0.0311829 | Time: 1763.85 ms [2021-05-12 22:32:04 main:574] : INFO : Epoch 1564 | loss: 0.0311769 | val_loss: 0.0311947 | Time: 1771.05 ms [2021-05-12 22:32:05 main:574] : INFO : Epoch 1565 | loss: 0.0311762 | val_loss: 0.0311852 | Time: 1777.06 ms [2021-05-12 22:32:07 main:574] : INFO : Epoch 1566 | loss: 0.031178 | val_loss: 0.0311874 | Time: 1756.88 ms [2021-05-12 22:32:09 main:574] : INFO : Epoch 1567 | loss: 0.0311756 | val_loss: 0.0311883 | Time: 1747.92 ms [2021-05-12 22:32:11 main:574] : INFO : Epoch 1568 | loss: 0.031177 | val_loss: 0.0311825 | Time: 1753.94 ms [2021-05-12 22:32:12 main:574] : INFO : Epoch 1569 | loss: 0.0311756 | val_loss: 0.031184 | Time: 1767.34 ms [2021-05-12 22:32:14 main:574] : INFO : Epoch 1570 | loss: 0.0311753 | val_loss: 0.0311853 | Time: 1761.36 ms [2021-05-12 22:32:16 main:574] : INFO : Epoch 1571 | loss: 0.0311757 | val_loss: 0.0311823 | Time: 1754.18 ms [2021-05-12 22:32:18 main:574] : INFO : Epoch 1572 | loss: 0.0311748 | val_loss: 0.0311826 | Time: 1753.53 ms [2021-05-12 22:32:19 main:574] : INFO : Epoch 1573 | loss: 0.0311764 | val_loss: 0.031186 | Time: 1764.25 ms [2021-05-12 22:32:21 main:574] : INFO : Epoch 1574 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 1765.54 ms [2021-05-12 22:32:23 main:574] : INFO : Epoch 1575 | loss: 0.031176 | val_loss: 0.0311826 | Time: 1758.23 ms [2021-05-12 22:32:25 main:574] : INFO : Epoch 1576 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 1758.14 ms [2021-05-12 22:32:27 main:574] : INFO : Epoch 1577 | loss: 0.0311774 | val_loss: 0.031184 | Time: 1769.03 ms [2021-05-12 22:32:28 main:574] : INFO : Epoch 1578 | loss: 0.0311752 | val_loss: 0.031184 | Time: 1752.63 ms [2021-05-12 22:32:30 main:574] : INFO : Epoch 1579 | loss: 0.0311747 | val_loss: 0.031183 | Time: 1751.78 ms [2021-05-12 22:32:32 main:574] : INFO : Epoch 1580 | loss: 0.0311751 | val_loss: 0.0311835 | Time: 1773.53 ms [2021-05-12 22:32:34 main:574] : INFO : Epoch 1581 | loss: 0.0311772 | val_loss: 0.031185 | Time: 1767.45 ms [2021-05-12 22:32:35 main:574] : INFO : Epoch 1582 | loss: 0.031175 | val_loss: 0.0311837 | Time: 1763.32 ms [2021-05-12 22:32:37 main:574] : INFO : Epoch 1583 | loss: 0.0311748 | val_loss: 0.0311824 | Time: 1774.97 ms [2021-05-12 22:32:39 main:574] : INFO : Epoch 1584 | loss: 0.0311759 | val_loss: 0.031187 | Time: 1750.41 ms [2021-05-12 22:32:41 main:574] : INFO : Epoch 1585 | loss: 0.0311745 | val_loss: 0.0311841 | Time: 1759.58 ms [2021-05-12 22:32:42 main:574] : INFO : Epoch 1586 | loss: 0.0311751 | val_loss: 0.0311831 | Time: 1760.87 ms [2021-05-12 22:32:44 main:574] : INFO : Epoch 1587 | loss: 0.0311743 | val_loss: 0.0311846 | Time: 1764.37 ms [2021-05-12 22:32:46 main:574] : INFO : Epoch 1588 | loss: 0.0311746 | val_loss: 0.0311831 | Time: 1761.92 ms [2021-05-12 22:32:48 main:574] : INFO : Epoch 1589 | loss: 0.0311745 | val_loss: 0.0311838 | Time: 1755.77 ms [2021-05-12 22:32:49 main:574] : INFO : Epoch 1590 | loss: 0.0311761 | val_loss: 0.0311845 | Time: 1759.5 ms [2021-05-12 22:32:51 main:574] : INFO : Epoch 1591 | loss: 0.0311792 | val_loss: 0.031184 | Time: 1753.07 ms [2021-05-12 22:32:53 main:574] : INFO : Epoch 1592 | loss: 0.0311799 | val_loss: 0.0311861 | Time: 1758.47 ms [2021-05-12 22:32:55 main:574] : INFO : Epoch 1593 | loss: 0.0311798 | val_loss: 0.0311851 | Time: 1750.91 ms [2021-05-12 22:32:56 main:574] : INFO : Epoch 1594 | loss: 0.0311771 | val_loss: 0.0311871 | Time: 1748.43 ms [2021-05-12 22:32:58 main:574] : INFO : Epoch 1595 | loss: 0.0311807 | val_loss: 0.0311881 | Time: 1770.77 ms [2021-05-12 22:33:00 main:574] : INFO : Epoch 1596 | loss: 0.0311769 | val_loss: 0.0311849 | Time: 1750.33 ms [2021-05-12 22:33:02 main:574] : INFO : Epoch 1597 | loss: 0.0311751 | val_loss: 0.0311835 | Time: 1766.7 ms [2021-05-12 22:33:04 main:574] : INFO : Epoch 1598 | loss: 0.0311752 | val_loss: 0.0311832 | Time: 1763.22 ms [2021-05-12 22:33:05 main:574] : INFO : Epoch 1599 | loss: 0.031176 | val_loss: 0.0311884 | Time: 1753.44 ms [2021-05-12 22:33:07 main:574] : INFO : Epoch 1600 | loss: 0.0311771 | val_loss: 0.0311847 | Time: 1753.38 ms [2021-05-12 22:33:09 main:574] : INFO : Epoch 1601 | loss: 0.0311764 | val_loss: 0.0311842 | Time: 1759 ms [2021-05-12 22:33:11 main:574] : INFO : Epoch 1602 | loss: 0.0311765 | val_loss: 0.0311824 | Time: 1755.25 ms [2021-05-12 22:33:12 main:574] : INFO : Epoch 1603 | loss: 0.031175 | val_loss: 0.031183 | Time: 1760.43 ms [2021-05-12 22:33:14 main:574] : INFO : Epoch 1604 | loss: 0.0311748 | val_loss: 0.0311823 | Time: 1746.77 ms [2021-05-12 22:33:16 main:574] : INFO : Epoch 1605 | loss: 0.0311754 | val_loss: 0.0311823 | Time: 1757.13 ms [2021-05-12 22:33:18 main:574] : INFO : Epoch 1606 | loss: 0.0311757 | val_loss: 0.0311841 | Time: 1759.69 ms [2021-05-12 22:33:19 main:574] : INFO : Epoch 1607 | loss: 0.0311769 | val_loss: 0.0311881 | Time: 1745.02 ms [2021-05-12 22:33:21 main:574] : INFO : Epoch 1608 | loss: 0.031178 | val_loss: 0.0311866 | Time: 1766 ms [2021-05-12 22:33:23 main:574] : INFO : Epoch 1609 | loss: 0.031175 | val_loss: 0.0311832 | Time: 1758.07 ms [2021-05-12 22:33:25 main:574] : INFO : Epoch 1610 | loss: 0.0311744 | val_loss: 0.031183 | Time: 1764.33 ms [2021-05-12 22:33:26 main:574] : INFO : Epoch 1611 | loss: 0.0311754 | val_loss: 0.0311825 | Time: 1754.17 ms [2021-05-12 22:33:28 main:574] : INFO : Epoch 1612 | loss: 0.0311745 | val_loss: 0.0311829 | Time: 1760.17 ms [2021-05-12 22:33:30 main:574] : INFO : Epoch 1613 | loss: 0.0311747 | val_loss: 0.0311827 | Time: 1754.06 ms [2021-05-12 22:33:32 main:574] : INFO : Epoch 1614 | loss: 0.0311751 | val_loss: 0.0311847 | Time: 1773.43 ms [2021-05-12 22:33:34 main:574] : INFO : Epoch 1615 | loss: 0.031176 | val_loss: 0.0311841 | Time: 1762.6 ms [2021-05-12 22:33:35 main:574] : INFO : Epoch 1616 | loss: 0.0311769 | val_loss: 0.0311841 | Time: 1767.74 ms [2021-05-12 22:33:37 main:574] : INFO : Epoch 1617 | loss: 0.0311747 | val_loss: 0.0311814 | Time: 1764.34 ms [2021-05-12 22:33:39 main:574] : INFO : Epoch 1618 | loss: 0.0311745 | val_loss: 0.0311839 | Time: 1757.43 ms [2021-05-12 22:33:41 main:574] : INFO : Epoch 1619 | loss: 0.0311739 | val_loss: 0.0311842 | Time: 1747.71 ms [2021-05-12 22:33:42 main:574] : INFO : Epoch 1620 | loss: 0.0311749 | val_loss: 0.0311836 | Time: 1760.23 ms [2021-05-12 22:33:44 main:574] : INFO : Epoch 1621 | loss: 0.0311743 | val_loss: 0.0311837 | Time: 1760.68 ms [2021-05-12 22:33:46 main:574] : INFO : Epoch 1622 | loss: 0.0311744 | val_loss: 0.0311827 | Time: 1753.14 ms [2021-05-12 22:33:48 main:574] : INFO : Epoch 1623 | loss: 0.0311738 | val_loss: 0.031185 | Time: 1757.4 ms [2021-05-12 22:33:49 main:574] : INFO : Epoch 1624 | loss: 0.0311744 | val_loss: 0.0311859 | Time: 1761.58 ms [2021-05-12 22:33:51 main:574] : INFO : Epoch 1625 | loss: 0.0311751 | val_loss: 0.0311846 | Time: 1745.69 ms [2021-05-12 22:33:53 main:574] : INFO : Epoch 1626 | loss: 0.0311759 | val_loss: 0.0311835 | Time: 1756.74 ms [2021-05-12 22:33:55 main:574] : INFO : Epoch 1627 | loss: 0.0311751 | val_loss: 0.031184 | Time: 1745.95 ms [2021-05-12 22:33:56 main:574] : INFO : Epoch 1628 | loss: 0.0311757 | val_loss: 0.0311827 | Time: 1750.13 ms [2021-05-12 22:33:58 main:574] : INFO : Epoch 1629 | loss: 0.0311749 | val_loss: 0.0311849 | Time: 1758.15 ms [2021-05-12 22:34:00 main:574] : INFO : Epoch 1630 | loss: 0.0311796 | val_loss: 0.0311856 | Time: 1764.56 ms [2021-05-12 22:34:02 main:574] : INFO : Epoch 1631 | loss: 0.0311761 | val_loss: 0.0311838 | Time: 1758.6 ms [2021-05-12 22:34:03 main:574] : INFO : Epoch 1632 | loss: 0.0311752 | val_loss: 0.0311854 | Time: 1742.52 ms [2021-05-12 22:34:05 main:574] : INFO : Epoch 1633 | loss: 0.0311748 | val_loss: 0.031189 | Time: 1764.17 ms [2021-05-12 22:34:07 main:574] : INFO : Epoch 1634 | loss: 0.0311746 | val_loss: 0.0311866 | Time: 1765.9 ms [2021-05-12 22:34:09 main:574] : INFO : Epoch 1635 | loss: 0.0311758 | val_loss: 0.0311852 | Time: 1769.68 ms [2021-05-12 22:34:11 main:574] : INFO : Epoch 1636 | loss: 0.0311753 | val_loss: 0.031184 | Time: 1766.72 ms [2021-05-12 22:34:12 main:574] : INFO : Epoch 1637 | loss: 0.0311738 | val_loss: 0.0311837 | Time: 1770.27 ms [2021-05-12 22:34:14 main:574] : INFO : Epoch 1638 | loss: 0.0311758 | val_loss: 0.0311859 | Time: 1754.13 ms [2021-05-12 22:34:16 main:574] : INFO : Epoch 1639 | loss: 0.0311746 | val_loss: 0.0311846 | Time: 1750.66 ms [2021-05-12 22:34:18 main:574] : INFO : Epoch 1640 | loss: 0.0311739 | val_loss: 0.031185 | Time: 1746.2 ms [2021-05-12 22:34:19 main:574] : INFO : Epoch 1641 | loss: 0.0311751 | val_loss: 0.031185 | Time: 1756.4 ms [2021-05-12 22:34:21 main:574] : INFO : Epoch 1642 | loss: 0.0311754 | val_loss: 0.0311829 | Time: 1759.08 ms [2021-05-12 22:34:23 main:574] : INFO : Epoch 1643 | loss: 0.0311752 | val_loss: 0.0311901 | Time: 1752.89 ms [2021-05-12 22:34:25 main:574] : INFO : Epoch 1644 | loss: 0.0311778 | val_loss: 0.0311884 | Time: 1758.77 ms [2021-05-12 22:34:26 main:574] : INFO : Epoch 1645 | loss: 0.031175 | val_loss: 0.0311828 | Time: 1760.16 ms [2021-05-12 22:34:28 main:574] : INFO : Epoch 1646 | loss: 0.0311759 | val_loss: 0.0311868 | Time: 1760.6 ms [2021-05-12 22:34:30 main:574] : INFO : Epoch 1647 | loss: 0.0311754 | val_loss: 0.0311871 | Time: 1764.88 ms [2021-05-12 22:34:32 main:574] : INFO : Epoch 1648 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 1759.45 ms [2021-05-12 22:34:33 main:574] : INFO : Epoch 1649 | loss: 0.0311744 | val_loss: 0.0311839 | Time: 1759.19 ms [2021-05-12 22:34:35 main:574] : INFO : Epoch 1650 | loss: 0.0311766 | val_loss: 0.0311841 | Time: 1773.49 ms [2021-05-12 22:34:37 main:574] : INFO : Epoch 1651 | loss: 0.0311759 | val_loss: 0.0311858 | Time: 1753.2 ms [2021-05-12 22:34:39 main:574] : INFO : Epoch 1652 | loss: 0.031175 | val_loss: 0.0311845 | Time: 1747.8 ms [2021-05-12 22:34:41 main:574] : INFO : Epoch 1653 | loss: 0.0311744 | val_loss: 0.0311857 | Time: 1761.45 ms [2021-05-12 22:34:42 main:574] : INFO : Epoch 1654 | loss: 0.0311744 | val_loss: 0.0311841 | Time: 1768.41 ms [2021-05-12 22:34:44 main:574] : INFO : Epoch 1655 | loss: 0.031175 | val_loss: 0.0311898 | Time: 1763.45 ms [2021-05-12 22:34:46 main:574] : INFO : Epoch 1656 | loss: 0.031175 | val_loss: 0.0311841 | Time: 1764.62 ms [2021-05-12 22:34:48 main:574] : INFO : Epoch 1657 | loss: 0.0311749 | val_loss: 0.0311844 | Time: 1776.51 ms [2021-05-12 22:34:49 main:574] : INFO : Epoch 1658 | loss: 0.0311753 | val_loss: 0.0311837 | Time: 1777.2 ms [2021-05-12 22:34:51 main:574] : INFO : Epoch 1659 | loss: 0.0311743 | val_loss: 0.0311866 | Time: 1747.95 ms [2021-05-12 22:34:53 main:574] : INFO : Epoch 1660 | loss: 0.0311744 | val_loss: 0.0311837 | Time: 1762.2 ms [2021-05-12 22:34:55 main:574] : INFO : Epoch 1661 | loss: 0.031174 | val_loss: 0.0311838 | Time: 1752.72 ms [2021-05-12 22:34:56 main:574] : INFO : Epoch 1662 | loss: 0.0311752 | val_loss: 0.031184 | Time: 1747.92 ms [2021-05-12 22:34:58 main:574] : INFO : Epoch 1663 | loss: 0.0311745 | val_loss: 0.0311834 | Time: 1750.66 ms [2021-05-12 22:35:00 main:574] : INFO : Epoch 1664 | loss: 0.0311741 | val_loss: 0.0311827 | Time: 1769.06 ms [2021-05-12 22:35:02 main:574] : INFO : Epoch 1665 | loss: 0.031174 | val_loss: 0.0311834 | Time: 1765.2 ms [2021-05-12 22:35:03 main:574] : INFO : Epoch 1666 | loss: 0.0311733 | val_loss: 0.031184 | Time: 1761.7 ms [2021-05-12 22:35:05 main:574] : INFO : Epoch 1667 | loss: 0.0311733 | val_loss: 0.0311863 | Time: 1753.97 ms [2021-05-12 22:35:07 main:574] : INFO : Epoch 1668 | loss: 0.0311736 | val_loss: 0.031186 | Time: 1787.27 ms [2021-05-12 22:35:09 main:574] : INFO : Epoch 1669 | loss: 0.0311739 | val_loss: 0.0311849 | Time: 1791.12 ms [2021-05-12 22:35:11 main:574] : INFO : Epoch 1670 | loss: 0.0311742 | val_loss: 0.031184 | Time: 1790.18 ms [2021-05-12 22:35:12 main:574] : INFO : Epoch 1671 | loss: 0.0311745 | val_loss: 0.0311845 | Time: 1788.72 ms [2021-05-12 22:35:14 main:574] : INFO : Epoch 1672 | loss: 0.0311741 | val_loss: 0.0311833 | Time: 1795.97 ms [2021-05-12 22:35:16 main:574] : INFO : Epoch 1673 | loss: 0.0311744 | val_loss: 0.0311848 | Time: 1791.57 ms [2021-05-12 22:35:18 main:574] : INFO : Epoch 1674 | loss: 0.031174 | val_loss: 0.0311836 | Time: 1782.11 ms [2021-05-12 22:35:20 main:574] : INFO : Epoch 1675 | loss: 0.031175 | val_loss: 0.0311847 | Time: 1795.67 ms [2021-05-12 22:35:21 main:574] : INFO : Epoch 1676 | loss: 0.0311748 | val_loss: 0.0311926 | Time: 1786.07 ms [2021-05-12 22:35:23 main:574] : INFO : Epoch 1677 | loss: 0.0311744 | val_loss: 0.0311836 | Time: 1789.91 ms [2021-05-12 22:35:25 main:574] : INFO : Epoch 1678 | loss: 0.0311741 | val_loss: 0.0311837 | Time: 1766 ms [2021-05-12 22:35:27 main:574] : INFO : Epoch 1679 | loss: 0.0311742 | val_loss: 0.0311841 | Time: 1749.21 ms [2021-05-12 22:35:28 main:574] : INFO : Epoch 1680 | loss: 0.0311756 | val_loss: 0.0311868 | Time: 1758.71 ms [2021-05-12 22:35:30 main:574] : INFO : Epoch 1681 | loss: 0.0311746 | val_loss: 0.0311835 | Time: 1760.81 ms [2021-05-12 22:35:32 main:574] : INFO : Epoch 1682 | loss: 0.0311753 | val_loss: 0.0311871 | Time: 1761.35 ms [2021-05-12 22:35:34 main:574] : INFO : Epoch 1683 | loss: 0.0311756 | val_loss: 0.031184 | Time: 1757.33 ms [2021-05-12 22:35:36 main:574] : INFO : Epoch 1684 | loss: 0.0311754 | val_loss: 0.0311864 | Time: 1764.26 ms [2021-05-12 22:35:37 main:574] : INFO : Epoch 1685 | loss: 0.0311743 | val_loss: 0.031188 | Time: 1759.84 ms [2021-05-12 22:35:39 main:574] : INFO : Epoch 1686 | loss: 0.031177 | val_loss: 0.0311852 | Time: 1754.31 ms [2021-05-12 22:35:41 main:574] : INFO : Epoch 1687 | loss: 0.0311742 | val_loss: 0.0311836 | Time: 1750.73 ms [2021-05-12 22:35:43 main:574] : INFO : Epoch 1688 | loss: 0.0311731 | val_loss: 0.031183 | Time: 1755.08 ms [2021-05-12 22:35:44 main:574] : INFO : Epoch 1689 | loss: 0.0311736 | val_loss: 0.0311861 | Time: 1770.51 ms [2021-05-12 22:35:46 main:574] : INFO : Epoch 1690 | loss: 0.0311751 | val_loss: 0.0311869 | Time: 1767.48 ms [2021-05-12 22:35:48 main:574] : INFO : Epoch 1691 | loss: 0.031174 | val_loss: 0.0311843 | Time: 1752.87 ms [2021-05-12 22:35:50 main:574] : INFO : Epoch 1692 | loss: 0.0311741 | val_loss: 0.0311879 | Time: 1760.06 ms [2021-05-12 22:35:51 main:574] : INFO : Epoch 1693 | loss: 0.0311735 | val_loss: 0.0311843 | Time: 1770.27 ms [2021-05-12 22:35:53 main:574] : INFO : Epoch 1694 | loss: 0.031173 | val_loss: 0.0311835 | Time: 1751.81 ms [2021-05-12 22:35:55 main:574] : INFO : Epoch 1695 | loss: 0.0311732 | val_loss: 0.0311859 | Time: 1754.3 ms [2021-05-12 22:35:57 main:574] : INFO : Epoch 1696 | loss: 0.0311742 | val_loss: 0.0311868 | Time: 1755.89 ms [2021-05-12 22:35:58 main:574] : INFO : Epoch 1697 | loss: 0.0311765 | val_loss: 0.0311848 | Time: 1760.48 ms [2021-05-12 22:36:00 main:574] : INFO : Epoch 1698 | loss: 0.0311765 | val_loss: 0.0311897 | Time: 1750.68 ms [2021-05-12 22:36:02 main:574] : INFO : Epoch 1699 | loss: 0.0311762 | val_loss: 0.0311846 | Time: 1760.63 ms [2021-05-12 22:36:04 main:574] : INFO : Epoch 1700 | loss: 0.0311746 | val_loss: 0.0311905 | Time: 1761.97 ms [2021-05-12 22:36:06 main:574] : INFO : Epoch 1701 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 1760.3 ms [2021-05-12 22:36:07 main:574] : INFO : Epoch 1702 | loss: 0.0311744 | val_loss: 0.0311856 | Time: 1755.83 ms [2021-05-12 22:36:09 main:574] : INFO : Epoch 1703 | loss: 0.0311752 | val_loss: 0.0311838 | Time: 1760.67 ms [2021-05-12 22:36:11 main:574] : INFO : Epoch 1704 | loss: 0.0311741 | val_loss: 0.0311886 | Time: 1764.97 ms [2021-05-12 22:36:13 main:574] : INFO : Epoch 1705 | loss: 0.0311743 | val_loss: 0.0311834 | Time: 1765.28 ms [2021-05-12 22:36:14 main:574] : INFO : Epoch 1706 | loss: 0.0311753 | val_loss: 0.0311832 | Time: 1762.67 ms [2021-05-12 22:36:16 main:574] : INFO : Epoch 1707 | loss: 0.0311745 | val_loss: 0.0311847 | Time: 1767.13 ms [2021-05-12 22:36:18 main:574] : INFO : Epoch 1708 | loss: 0.0311745 | val_loss: 0.0311857 | Time: 1763.09 ms [2021-05-12 22:36:20 main:574] : INFO : Epoch 1709 | loss: 0.0311737 | val_loss: 0.0311848 | Time: 1755.56 ms [2021-05-12 22:36:21 main:574] : INFO : Epoch 1710 | loss: 0.031173 | val_loss: 0.0311837 | Time: 1766.95 ms [2021-05-12 22:36:23 main:574] : INFO : Epoch 1711 | loss: 0.0311725 | val_loss: 0.0311843 | Time: 1764.59 ms [2021-05-12 22:36:25 main:574] : INFO : Epoch 1712 | loss: 0.031175 | val_loss: 0.031183 | Time: 1754.81 ms [2021-05-12 22:36:27 main:574] : INFO : Epoch 1713 | loss: 0.031173 | val_loss: 0.0311855 | Time: 1761.28 ms [2021-05-12 22:36:28 main:574] : INFO : Epoch 1714 | loss: 0.0311732 | val_loss: 0.0311843 | Time: 1765.18 ms [2021-05-12 22:36:30 main:574] : INFO : Epoch 1715 | loss: 0.0311728 | val_loss: 0.0311851 | Time: 1750.35 ms [2021-05-12 22:36:32 main:574] : INFO : Epoch 1716 | loss: 0.0311729 | val_loss: 0.0311839 | Time: 1752.98 ms [2021-05-12 22:36:34 main:574] : INFO : Epoch 1717 | loss: 0.0311734 | val_loss: 0.0311841 | Time: 1784.1 ms [2021-05-12 22:36:36 main:574] : INFO : Epoch 1718 | loss: 0.0311732 | val_loss: 0.0311841 | Time: 1750.12 ms [2021-05-12 22:36:37 main:574] : INFO : Epoch 1719 | loss: 0.0311734 | val_loss: 0.0311845 | Time: 1757.42 ms [2021-05-12 22:36:39 main:574] : INFO : Epoch 1720 | loss: 0.0311739 | val_loss: 0.0311849 | Time: 1759.94 ms [2021-05-12 22:36:41 main:574] : INFO : Epoch 1721 | loss: 0.0311732 | val_loss: 0.0311837 | Time: 1757.06 ms [2021-05-12 22:36:43 main:574] : INFO : Epoch 1722 | loss: 0.0311728 | val_loss: 0.0311867 | Time: 1763.63 ms [2021-05-12 22:36:44 main:574] : INFO : Epoch 1723 | loss: 0.0311742 | val_loss: 0.0311853 | Time: 1759.23 ms [2021-05-12 22:36:46 main:574] : INFO : Epoch 1724 | loss: 0.0311728 | val_loss: 0.031185 | Time: 1762.58 ms [2021-05-12 22:36:48 main:574] : INFO : Epoch 1725 | loss: 0.0311736 | val_loss: 0.0311844 | Time: 1753.46 ms [2021-05-12 22:36:50 main:574] : INFO : Epoch 1726 | loss: 0.0311731 | val_loss: 0.0311846 | Time: 1758.13 ms [2021-05-12 22:36:51 main:574] : INFO : Epoch 1727 | loss: 0.0311747 | val_loss: 0.0311854 | Time: 1762.05 ms [2021-05-12 22:36:53 main:574] : INFO : Epoch 1728 | loss: 0.031179 | val_loss: 0.0311919 | Time: 1765.42 ms [2021-05-12 22:36:55 main:574] : INFO : Epoch 1729 | loss: 0.0311769 | val_loss: 0.0311858 | Time: 1755.92 ms [2021-05-12 22:36:57 main:574] : INFO : Epoch 1730 | loss: 0.0311741 | val_loss: 0.0311847 | Time: 1751.21 ms [2021-05-12 22:36:58 main:574] : INFO : Epoch 1731 | loss: 0.0311731 | val_loss: 0.0311838 | Time: 1749.94 ms [2021-05-12 22:37:00 main:574] : INFO : Epoch 1732 | loss: 0.0311723 | val_loss: 0.031186 | Time: 1757.55 ms [2021-05-12 22:37:02 main:574] : INFO : Epoch 1733 | loss: 0.0311738 | val_loss: 0.0311848 | Time: 1750.48 ms [2021-05-12 22:37:04 main:574] : INFO : Epoch 1734 | loss: 0.0311732 | val_loss: 0.0311843 | Time: 1770.25 ms [2021-05-12 22:37:05 main:574] : INFO : Epoch 1735 | loss: 0.0311739 | val_loss: 0.0311839 | Time: 1740.23 ms [2021-05-12 22:37:07 main:574] : INFO : Epoch 1736 | loss: 0.0311727 | val_loss: 0.0311842 | Time: 1741.75 ms [2021-05-12 22:37:09 main:574] : INFO : Epoch 1737 | loss: 0.0311728 | val_loss: 0.0311898 | Time: 1746.4 ms [2021-05-12 22:37:11 main:574] : INFO : Epoch 1738 | loss: 0.0311745 | val_loss: 0.0311843 | Time: 1763.33 ms [2021-05-12 22:37:13 main:574] : INFO : Epoch 1739 | loss: 0.0311736 | val_loss: 0.031188 | Time: 1747.39 ms [2021-05-12 22:37:14 main:574] : INFO : Epoch 1740 | loss: 0.0311738 | val_loss: 0.0311842 | Time: 1755.29 ms [2021-05-12 22:37:16 main:574] : INFO : Epoch 1741 | loss: 0.0311727 | val_loss: 0.0311844 | Time: 1752.53 ms [2021-05-12 22:37:18 main:574] : INFO : Epoch 1742 | loss: 0.0311723 | val_loss: 0.0311886 | Time: 1756.76 ms [2021-05-12 22:37:20 main:574] : INFO : Epoch 1743 | loss: 0.0311764 | val_loss: 0.0311892 | Time: 1764.97 ms [2021-05-12 22:37:21 main:574] : INFO : Epoch 1744 | loss: 0.0311766 | val_loss: 0.0311831 | Time: 1759.14 ms [2021-05-12 22:37:23 main:574] : INFO : Epoch 1745 | loss: 0.0311762 | val_loss: 0.0311847 | Time: 1743.95 ms [2021-05-12 22:37:25 main:574] : INFO : Epoch 1746 | loss: 0.0311732 | val_loss: 0.0311827 | Time: 1761.05 ms [2021-05-12 22:37:27 main:574] : INFO : Epoch 1747 | loss: 0.0311743 | val_loss: 0.0311867 | Time: 1747.08 ms [2021-05-12 22:37:28 main:574] : INFO : Epoch 1748 | loss: 0.0311742 | val_loss: 0.0311842 | Time: 1750.9 ms [2021-05-12 22:37:30 main:574] : INFO : Epoch 1749 | loss: 0.0311724 | val_loss: 0.0311839 | Time: 1757.05 ms [2021-05-12 22:37:32 main:574] : INFO : Epoch 1750 | loss: 0.0311733 | val_loss: 0.0311879 | Time: 1756.38 ms [2021-05-12 22:37:34 main:574] : INFO : Epoch 1751 | loss: 0.0311759 | val_loss: 0.0311881 | Time: 1759.46 ms [2021-05-12 22:37:35 main:574] : INFO : Epoch 1752 | loss: 0.0311775 | val_loss: 0.0311866 | Time: 1767.46 ms [2021-05-12 22:37:37 main:574] : INFO : Epoch 1753 | loss: 0.0311742 | val_loss: 0.031186 | Time: 1762.64 ms [2021-05-12 22:37:39 main:574] : INFO : Epoch 1754 | loss: 0.0311749 | val_loss: 0.0311859 | Time: 1784.02 ms [2021-05-12 22:37:41 main:574] : INFO : Epoch 1755 | loss: 0.0311755 | val_loss: 0.0311921 | Time: 1765.77 ms [2021-05-12 22:37:43 main:574] : INFO : Epoch 1756 | loss: 0.031178 | val_loss: 0.0311857 | Time: 1774.32 ms [2021-05-12 22:37:44 main:574] : INFO : Epoch 1757 | loss: 0.0311745 | val_loss: 0.0311867 | Time: 1761.25 ms [2021-05-12 22:37:46 main:574] : INFO : Epoch 1758 | loss: 0.0311751 | val_loss: 0.0311848 | Time: 1751.42 ms [2021-05-12 22:37:48 main:574] : INFO : Epoch 1759 | loss: 0.0311752 | val_loss: 0.0311843 | Time: 1756.75 ms [2021-05-12 22:37:50 main:574] : INFO : Epoch 1760 | loss: 0.0311756 | val_loss: 0.0311845 | Time: 1748.64 ms [2021-05-12 22:37:51 main:574] : INFO : Epoch 1761 | loss: 0.0311725 | val_loss: 0.0311856 | Time: 1781.35 ms [2021-05-12 22:37:53 main:574] : INFO : Epoch 1762 | loss: 0.0311724 | val_loss: 0.031186 | Time: 1763.13 ms [2021-05-12 22:37:55 main:574] : INFO : Epoch 1763 | loss: 0.0311727 | val_loss: 0.0311856 | Time: 1774.05 ms [2021-05-12 22:37:57 main:574] : INFO : Epoch 1764 | loss: 0.0311754 | val_loss: 0.0311853 | Time: 1768.72 ms [2021-05-12 22:37:58 main:574] : INFO : Epoch 1765 | loss: 0.031173 | val_loss: 0.0311835 | Time: 1753.21 ms [2021-05-12 22:38:00 main:574] : INFO : Epoch 1766 | loss: 0.0311719 | val_loss: 0.0311845 | Time: 1746.89 ms [2021-05-12 22:38:02 main:574] : INFO : Epoch 1767 | loss: 0.0311722 | val_loss: 0.0311849 | Time: 1756.33 ms [2021-05-12 22:38:04 main:574] : INFO : Epoch 1768 | loss: 0.0311725 | val_loss: 0.0311851 | Time: 1763.93 ms [2021-05-12 22:38:05 main:574] : INFO : Epoch 1769 | loss: 0.0311755 | val_loss: 0.0311854 | Time: 1753.86 ms [2021-05-12 22:38:07 main:574] : INFO : Epoch 1770 | loss: 0.0311764 | val_loss: 0.0311855 | Time: 1763.82 ms [2021-05-12 22:38:09 main:574] : INFO : Epoch 1771 | loss: 0.0311741 | val_loss: 0.0311841 | Time: 1759.04 ms [2021-05-12 22:38:11 main:574] : INFO : Epoch 1772 | loss: 0.0311734 | val_loss: 0.0311867 | Time: 1770.78 ms [2021-05-12 22:38:13 main:574] : INFO : Epoch 1773 | loss: 0.0311736 | val_loss: 0.0311906 | Time: 1760.04 ms [2021-05-12 22:38:14 main:574] : INFO : Epoch 1774 | loss: 0.0311738 | val_loss: 0.0311873 | Time: 1761.42 ms [2021-05-12 22:38:16 main:574] : INFO : Epoch 1775 | loss: 0.0311728 | val_loss: 0.031186 | Time: 1763.99 ms [2021-05-12 22:38:18 main:574] : INFO : Epoch 1776 | loss: 0.0311724 | val_loss: 0.0311853 | Time: 1764.41 ms [2021-05-12 22:38:20 main:574] : INFO : Epoch 1777 | loss: 0.0311721 | val_loss: 0.0311846 | Time: 1756.74 ms [2021-05-12 22:38:21 main:574] : INFO : Epoch 1778 | loss: 0.0311735 | val_loss: 0.0311848 | Time: 1754.61 ms [2021-05-12 22:38:23 main:574] : INFO : Epoch 1779 | loss: 0.0311726 | val_loss: 0.0311845 | Time: 1755.69 ms [2021-05-12 22:38:25 main:574] : INFO : Epoch 1780 | loss: 0.0311736 | val_loss: 0.0311848 | Time: 1771.71 ms [2021-05-12 22:38:27 main:574] : INFO : Epoch 1781 | loss: 0.0311734 | val_loss: 0.0311847 | Time: 1756.95 ms [2021-05-12 22:38:28 main:574] : INFO : Epoch 1782 | loss: 0.0311737 | val_loss: 0.0311848 | Time: 1759.98 ms [2021-05-12 22:38:30 main:574] : INFO : Epoch 1783 | loss: 0.031175 | val_loss: 0.031187 | Time: 1766.58 ms [2021-05-12 22:38:32 main:574] : INFO : Epoch 1784 | loss: 0.0311771 | val_loss: 0.0311923 | Time: 1759.48 ms [2021-05-12 22:38:34 main:574] : INFO : Epoch 1785 | loss: 0.0311786 | val_loss: 0.0311856 | Time: 1757.02 ms [2021-05-12 22:38:35 main:574] : INFO : Epoch 1786 | loss: 0.0311783 | val_loss: 0.0311869 | Time: 1760.73 ms [2021-05-12 22:38:37 main:574] : INFO : Epoch 1787 | loss: 0.031174 | val_loss: 0.0311867 | Time: 1760.3 ms [2021-05-12 22:38:39 main:574] : INFO : Epoch 1788 | loss: 0.0311742 | val_loss: 0.0311863 | Time: 1760.43 ms [2021-05-12 22:38:41 main:574] : INFO : Epoch 1789 | loss: 0.0311742 | val_loss: 0.0311865 | Time: 1751.14 ms [2021-05-12 22:38:43 main:574] : INFO : Epoch 1790 | loss: 0.0311728 | val_loss: 0.0311858 | Time: 1755.51 ms [2021-05-12 22:38:44 main:574] : INFO : Epoch 1791 | loss: 0.0311724 | val_loss: 0.0311851 | Time: 1765.22 ms [2021-05-12 22:38:46 main:574] : INFO : Epoch 1792 | loss: 0.031174 | val_loss: 0.0311869 | Time: 1749.33 ms [2021-05-12 22:38:48 main:574] : INFO : Epoch 1793 | loss: 0.0311728 | val_loss: 0.0311858 | Time: 1756.37 ms [2021-05-12 22:38:50 main:574] : INFO : Epoch 1794 | loss: 0.031175 | val_loss: 0.0311864 | Time: 1770.79 ms [2021-05-12 22:38:51 main:574] : INFO : Epoch 1795 | loss: 0.0311734 | val_loss: 0.0311849 | Time: 1759.65 ms [2021-05-12 22:38:53 main:574] : INFO : Epoch 1796 | loss: 0.0311726 | val_loss: 0.0311869 | Time: 1759.97 ms [2021-05-12 22:38:55 main:574] : INFO : Epoch 1797 | loss: 0.0311733 | val_loss: 0.0311898 | Time: 1756.14 ms [2021-05-12 22:38:57 main:574] : INFO : Epoch 1798 | loss: 0.0311754 | val_loss: 0.0311872 | Time: 1760.24 ms [2021-05-12 22:38:58 main:574] : INFO : Epoch 1799 | loss: 0.0311756 | val_loss: 0.0311883 | Time: 1762.2 ms [2021-05-12 22:39:00 main:574] : INFO : Epoch 1800 | loss: 0.0311741 | val_loss: 0.0311848 | Time: 1756.6 ms [2021-05-12 22:39:02 main:574] : INFO : Epoch 1801 | loss: 0.031173 | val_loss: 0.0311847 | Time: 1755.64 ms [2021-05-12 22:39:04 main:574] : INFO : Epoch 1802 | loss: 0.0311727 | val_loss: 0.0311859 | Time: 1754.38 ms [2021-05-12 22:39:05 main:574] : INFO : Epoch 1803 | loss: 0.0311739 | val_loss: 0.031186 | Time: 1754.54 ms [2021-05-12 22:39:07 main:574] : INFO : Epoch 1804 | loss: 0.0311724 | val_loss: 0.0311867 | Time: 1744.55 ms [2021-05-12 22:39:09 main:574] : INFO : Epoch 1805 | loss: 0.0311726 | val_loss: 0.031185 | Time: 1765.12 ms [2021-05-12 22:39:11 main:574] : INFO : Epoch 1806 | loss: 0.0311729 | val_loss: 0.0311873 | Time: 1744.51 ms [2021-05-12 22:39:12 main:574] : INFO : Epoch 1807 | loss: 0.0311749 | val_loss: 0.0311858 | Time: 1747.29 ms [2021-05-12 22:39:14 main:574] : INFO : Epoch 1808 | loss: 0.031172 | val_loss: 0.0311856 | Time: 1754.11 ms [2021-05-12 22:39:16 main:574] : INFO : Epoch 1809 | loss: 0.0311718 | val_loss: 0.0311858 | Time: 1761.49 ms [2021-05-12 22:39:18 main:574] : INFO : Epoch 1810 | loss: 0.0311733 | val_loss: 0.0311829 | Time: 1764.84 ms [2021-05-12 22:39:20 main:574] : INFO : Epoch 1811 | loss: 0.0311768 | val_loss: 0.0311867 | Time: 1773 ms [2021-05-12 22:39:21 main:574] : INFO : Epoch 1812 | loss: 0.0311742 | val_loss: 0.0311873 | Time: 1761.67 ms [2021-05-12 22:39:23 main:574] : INFO : Epoch 1813 | loss: 0.0311729 | val_loss: 0.0311848 | Time: 1759.57 ms [2021-05-12 22:39:25 main:574] : INFO : Epoch 1814 | loss: 0.0311749 | val_loss: 0.0311862 | Time: 1756.86 ms [2021-05-12 22:39:27 main:574] : INFO : Epoch 1815 | loss: 0.0311756 | val_loss: 0.031189 | Time: 1761.2 ms [2021-05-12 22:39:28 main:574] : INFO : Epoch 1816 | loss: 0.0311771 | val_loss: 0.0311893 | Time: 1762.42 ms [2021-05-12 22:39:30 main:574] : INFO : Epoch 1817 | loss: 0.031174 | val_loss: 0.0311881 | Time: 1756.88 ms [2021-05-12 22:39:32 main:574] : INFO : Epoch 1818 | loss: 0.0311748 | val_loss: 0.0311849 | Time: 1775.86 ms [2021-05-12 22:39:34 main:574] : INFO : Epoch 1819 | loss: 0.0311738 | val_loss: 0.0311859 | Time: 1762.42 ms [2021-05-12 22:39:35 main:574] : INFO : Epoch 1820 | loss: 0.0311738 | val_loss: 0.0311882 | Time: 1751.88 ms [2021-05-12 22:39:37 main:574] : INFO : Epoch 1821 | loss: 0.0311719 | val_loss: 0.0311877 | Time: 1754.08 ms [2021-05-12 22:39:39 main:574] : INFO : Epoch 1822 | loss: 0.0311735 | val_loss: 0.0311872 | Time: 1761.93 ms [2021-05-12 22:39:41 main:574] : INFO : Epoch 1823 | loss: 0.0311738 | val_loss: 0.0311868 | Time: 1756.24 ms [2021-05-12 22:39:43 main:574] : INFO : Epoch 1824 | loss: 0.0311744 | val_loss: 0.0311863 | Time: 1761.92 ms [2021-05-12 22:39:44 main:574] : INFO : Epoch 1825 | loss: 0.0311722 | val_loss: 0.0311848 | Time: 1758.89 ms [2021-05-12 22:39:46 main:574] : INFO : Epoch 1826 | loss: 0.0311718 | val_loss: 0.0311853 | Time: 1767.6 ms [2021-05-12 22:39:48 main:574] : INFO : Epoch 1827 | loss: 0.0311716 | val_loss: 0.0311869 | Time: 1769.63 ms [2021-05-12 22:39:50 main:574] : INFO : Epoch 1828 | loss: 0.0311718 | val_loss: 0.0311849 | Time: 1759.56 ms [2021-05-12 22:39:51 main:574] : INFO : Epoch 1829 | loss: 0.0311718 | val_loss: 0.0311858 | Time: 1747.1 ms [2021-05-12 22:39:53 main:574] : INFO : Epoch 1830 | loss: 0.0311721 | val_loss: 0.0311858 | Time: 1750.55 ms [2021-05-12 22:39:55 main:574] : INFO : Epoch 1831 | loss: 0.0311719 | val_loss: 0.0311864 | Time: 1743.42 ms [2021-05-12 22:39:57 main:574] : INFO : Epoch 1832 | loss: 0.0311727 | val_loss: 0.0311876 | Time: 1762.59 ms [2021-05-12 22:39:58 main:574] : INFO : Epoch 1833 | loss: 0.0311725 | val_loss: 0.031185 | Time: 1766.4 ms [2021-05-12 22:40:00 main:574] : INFO : Epoch 1834 | loss: 0.0311723 | val_loss: 0.0311849 | Time: 1760.33 ms [2021-05-12 22:40:02 main:574] : INFO : Epoch 1835 | loss: 0.0311725 | val_loss: 0.0311883 | Time: 1765.87 ms [2021-05-12 22:40:04 main:574] : INFO : Epoch 1836 | loss: 0.0311771 | val_loss: 0.0311955 | Time: 1748.65 ms [2021-05-12 22:40:05 main:574] : INFO : Epoch 1837 | loss: 0.0311758 | val_loss: 0.0311862 | Time: 1760.96 ms [2021-05-12 22:40:07 main:574] : INFO : Epoch 1838 | loss: 0.031176 | val_loss: 0.031195 | Time: 1778.51 ms [2021-05-12 22:40:09 main:574] : INFO : Epoch 1839 | loss: 0.0311757 | val_loss: 0.0311901 | Time: 1761.42 ms [2021-05-12 22:40:11 main:574] : INFO : Epoch 1840 | loss: 0.0311742 | val_loss: 0.0311921 | Time: 1762.17 ms [2021-05-12 22:40:13 main:574] : INFO : Epoch 1841 | loss: 0.0311747 | val_loss: 0.0311871 | Time: 1760.44 ms [2021-05-12 22:40:14 main:574] : INFO : Epoch 1842 | loss: 0.0311727 | val_loss: 0.031187 | Time: 1762.13 ms [2021-05-12 22:40:16 main:574] : INFO : Epoch 1843 | loss: 0.0311727 | val_loss: 0.0311881 | Time: 1755.55 ms [2021-05-12 22:40:18 main:574] : INFO : Epoch 1844 | loss: 0.0311741 | val_loss: 0.0311871 | Time: 1771.19 ms [2021-05-12 22:40:20 main:574] : INFO : Epoch 1845 | loss: 0.0311735 | val_loss: 0.0311884 | Time: 1752.21 ms [2021-05-12 22:40:21 main:574] : INFO : Epoch 1846 | loss: 0.031173 | val_loss: 0.0311868 | Time: 1763.61 ms [2021-05-12 22:40:23 main:574] : INFO : Epoch 1847 | loss: 0.0311739 | val_loss: 0.0311861 | Time: 1751.47 ms [2021-05-12 22:40:25 main:574] : INFO : Epoch 1848 | loss: 0.0311726 | val_loss: 0.0311864 | Time: 1766.64 ms [2021-05-12 22:40:27 main:574] : INFO : Epoch 1849 | loss: 0.0311721 | val_loss: 0.0311845 | Time: 1755.02 ms [2021-05-12 22:40:28 main:574] : INFO : Epoch 1850 | loss: 0.0311722 | val_loss: 0.0311853 | Time: 1751.64 ms [2021-05-12 22:40:30 main:574] : INFO : Epoch 1851 | loss: 0.0311732 | val_loss: 0.0311902 | Time: 1762.31 ms [2021-05-12 22:40:32 main:574] : INFO : Epoch 1852 | loss: 0.0311749 | val_loss: 0.0311859 | Time: 1756.99 ms [2021-05-12 22:40:34 main:574] : INFO : Epoch 1853 | loss: 0.0311721 | val_loss: 0.0311869 | Time: 1765.9 ms [2021-05-12 22:40:35 main:574] : INFO : Epoch 1854 | loss: 0.0311725 | val_loss: 0.0311889 | Time: 1752.22 ms [2021-05-12 22:40:37 main:574] : INFO : Epoch 1855 | loss: 0.031172 | val_loss: 0.0311862 | Time: 1753.17 ms [2021-05-12 22:40:39 main:574] : INFO : Epoch 1856 | loss: 0.0311715 | val_loss: 0.0311867 | Time: 1754.85 ms [2021-05-12 22:40:41 main:574] : INFO : Epoch 1857 | loss: 0.0311728 | val_loss: 0.0311868 | Time: 1759.3 ms [2021-05-12 22:40:42 main:574] : INFO : Epoch 1858 | loss: 0.0311722 | val_loss: 0.0311864 | Time: 1750.06 ms [2021-05-12 22:40:44 main:574] : INFO : Epoch 1859 | loss: 0.0311719 | val_loss: 0.0311855 | Time: 1756.09 ms [2021-05-12 22:40:46 main:574] : INFO : Epoch 1860 | loss: 0.0311714 | val_loss: 0.031186 | Time: 1758.16 ms [2021-05-12 22:40:48 main:574] : INFO : Epoch 1861 | loss: 0.0311723 | val_loss: 0.0311874 | Time: 1744.79 ms [2021-05-12 22:40:50 main:574] : INFO : Epoch 1862 | loss: 0.0311725 | val_loss: 0.0311869 | Time: 1764.68 ms [2021-05-12 22:40:51 main:574] : INFO : Epoch 1863 | loss: 0.0311731 | val_loss: 0.0311865 | Time: 1764.84 ms [2021-05-12 22:40:53 main:574] : INFO : Epoch 1864 | loss: 0.0311717 | val_loss: 0.0311873 | Time: 1760.07 ms [2021-05-12 22:40:55 main:574] : INFO : Epoch 1865 | loss: 0.0311716 | val_loss: 0.0311869 | Time: 1743.43 ms [2021-05-12 22:40:57 main:574] : INFO : Epoch 1866 | loss: 0.0311722 | val_loss: 0.0311859 | Time: 1759.39 ms [2021-05-12 22:40:58 main:574] : INFO : Epoch 1867 | loss: 0.0311725 | val_loss: 0.0311946 | Time: 1758.27 ms [2021-05-12 22:41:00 main:574] : INFO : Epoch 1868 | loss: 0.0311867 | val_loss: 0.0311874 | Time: 1763.03 ms [2021-05-12 22:41:02 main:574] : INFO : Epoch 1869 | loss: 0.0311864 | val_loss: 0.0312007 | Time: 1767.46 ms [2021-05-12 22:41:04 main:574] : INFO : Epoch 1870 | loss: 0.0320996 | val_loss: 0.032452 | Time: 1759.01 ms [2021-05-12 22:41:05 main:574] : INFO : Epoch 1871 | loss: 0.0422262 | val_loss: 0.045527 | Time: 1764.6 ms [2021-05-12 22:41:07 main:574] : INFO : Epoch 1872 | loss: 0.0351937 | val_loss: 0.0319877 | Time: 1751.6 ms [2021-05-12 22:41:09 main:574] : INFO : Epoch 1873 | loss: 0.0316719 | val_loss: 0.0314365 | Time: 1770.4 ms [2021-05-12 22:41:11 main:574] : INFO : Epoch 1874 | loss: 0.0313252 | val_loss: 0.0312665 | Time: 1755.62 ms [2021-05-12 22:41:12 main:574] : INFO : Epoch 1875 | loss: 0.0312562 | val_loss: 0.0312459 | Time: 1775.22 ms [2021-05-12 22:41:14 main:574] : INFO : Epoch 1876 | loss: 0.0312427 | val_loss: 0.0312392 | Time: 1764.76 ms [2021-05-12 22:41:16 main:574] : INFO : Epoch 1877 | loss: 0.0312388 | val_loss: 0.0312365 | Time: 1756.6 ms [2021-05-12 22:41:18 main:574] : INFO : Epoch 1878 | loss: 0.0312361 | val_loss: 0.0312342 | Time: 1750.53 ms [2021-05-12 22:41:20 main:574] : INFO : Epoch 1879 | loss: 0.0312343 | val_loss: 0.0312328 | Time: 1758.09 ms [2021-05-12 22:41:21 main:574] : INFO : Epoch 1880 | loss: 0.0312332 | val_loss: 0.0312313 | Time: 1752.04 ms [2021-05-12 22:41:23 main:574] : INFO : Epoch 1881 | loss: 0.0312316 | val_loss: 0.0312298 | Time: 1762.46 ms [2021-05-12 22:41:25 main:574] : INFO : Epoch 1882 | loss: 0.0312305 | val_loss: 0.031229 | Time: 1761.19 ms [2021-05-12 22:41:27 main:574] : INFO : Epoch 1883 | loss: 0.0312294 | val_loss: 0.0312278 | Time: 1755.56 ms [2021-05-12 22:41:28 main:574] : INFO : Epoch 1884 | loss: 0.0312288 | val_loss: 0.0312278 | Time: 1744.7 ms [2021-05-12 22:41:30 main:574] : INFO : Epoch 1885 | loss: 0.031228 | val_loss: 0.0312261 | Time: 1743.32 ms [2021-05-12 22:41:32 main:574] : INFO : Epoch 1886 | loss: 0.0312271 | val_loss: 0.0312254 | Time: 1748.27 ms [2021-05-12 22:41:34 main:574] : INFO : Epoch 1887 | loss: 0.0312258 | val_loss: 0.0312242 | Time: 1749.25 ms [2021-05-12 22:41:35 main:574] : INFO : Epoch 1888 | loss: 0.0312247 | val_loss: 0.0312233 | Time: 1752.57 ms [2021-05-12 22:41:37 main:574] : INFO : Epoch 1889 | loss: 0.0312239 | val_loss: 0.0312225 | Time: 1765.53 ms [2021-05-12 22:41:39 main:574] : INFO : Epoch 1890 | loss: 0.0312233 | val_loss: 0.0312217 | Time: 1763.71 ms [2021-05-12 22:41:41 main:574] : INFO : Epoch 1891 | loss: 0.0312225 | val_loss: 0.0312207 | Time: 1755.09 ms [2021-05-12 22:41:42 main:574] : INFO : Epoch 1892 | loss: 0.0312214 | val_loss: 0.0312195 | Time: 1759.54 ms [2021-05-12 22:41:44 main:574] : INFO : Epoch 1893 | loss: 0.0312202 | val_loss: 0.0312183 | Time: 1777.66 ms [2021-05-12 22:41:46 main:574] : INFO : Epoch 1894 | loss: 0.0312191 | val_loss: 0.0312172 | Time: 1753.59 ms [2021-05-12 22:41:48 main:574] : INFO : Epoch 1895 | loss: 0.031218 | val_loss: 0.0312165 | Time: 1765.04 ms [2021-05-12 22:41:49 main:574] : INFO : Epoch 1896 | loss: 0.0312169 | val_loss: 0.0312152 | Time: 1761.39 ms [2021-05-12 22:41:51 main:574] : INFO : Epoch 1897 | loss: 0.0312156 | val_loss: 0.0312137 | Time: 1763.36 ms [2021-05-12 22:41:53 main:574] : INFO : Epoch 1898 | loss: 0.0312142 | val_loss: 0.0312123 | Time: 1770.03 ms [2021-05-12 22:41:55 main:574] : INFO : Epoch 1899 | loss: 0.0312128 | val_loss: 0.0312109 | Time: 1773.51 ms [2021-05-12 22:41:57 main:574] : INFO : Epoch 1900 | loss: 0.0312113 | val_loss: 0.0312092 | Time: 1743.27 ms [2021-05-12 22:41:58 main:574] : INFO : Epoch 1901 | loss: 0.0312099 | val_loss: 0.0312083 | Time: 1762.04 ms [2021-05-12 22:42:00 main:574] : INFO : Epoch 1902 | loss: 0.0312084 | val_loss: 0.0312059 | Time: 1767.87 ms [2021-05-12 22:42:02 main:574] : INFO : Epoch 1903 | loss: 0.0312063 | val_loss: 0.0312041 | Time: 1749.5 ms [2021-05-12 22:42:04 main:574] : INFO : Epoch 1904 | loss: 0.031205 | val_loss: 0.0312031 | Time: 1759.25 ms [2021-05-12 22:42:05 main:574] : INFO : Epoch 1905 | loss: 0.0312051 | val_loss: 0.0312019 | Time: 1748.46 ms [2021-05-12 22:42:07 main:574] : INFO : Epoch 1906 | loss: 0.0312025 | val_loss: 0.0312003 | Time: 1749.77 ms [2021-05-12 22:42:09 main:574] : INFO : Epoch 1907 | loss: 0.0312014 | val_loss: 0.0312001 | Time: 1758.85 ms [2021-05-12 22:42:11 main:574] : INFO : Epoch 1908 | loss: 0.0311996 | val_loss: 0.0311979 | Time: 1769.48 ms [2021-05-12 22:42:12 main:574] : INFO : Epoch 1909 | loss: 0.031198 | val_loss: 0.0311976 | Time: 1753.25 ms [2021-05-12 22:42:14 main:574] : INFO : Epoch 1910 | loss: 0.0311993 | val_loss: 0.0311963 | Time: 1746.47 ms [2021-05-12 22:42:16 main:574] : INFO : Epoch 1911 | loss: 0.0311992 | val_loss: 0.0311998 | Time: 1756.98 ms [2021-05-12 22:42:18 main:574] : INFO : Epoch 1912 | loss: 0.0311972 | val_loss: 0.031196 | Time: 1748.44 ms [2021-05-12 22:42:19 main:574] : INFO : Epoch 1913 | loss: 0.0311963 | val_loss: 0.0311949 | Time: 1762.58 ms [2021-05-12 22:42:21 main:574] : INFO : Epoch 1914 | loss: 0.0311956 | val_loss: 0.0311945 | Time: 1755.03 ms [2021-05-12 22:42:23 main:574] : INFO : Epoch 1915 | loss: 0.031195 | val_loss: 0.0311946 | Time: 1752.59 ms [2021-05-12 22:42:25 main:574] : INFO : Epoch 1916 | loss: 0.0311975 | val_loss: 0.0311971 | Time: 1765.18 ms [2021-05-12 22:42:26 main:574] : INFO : Epoch 1917 | loss: 0.0311971 | val_loss: 0.0311962 | Time: 1751.85 ms [2021-05-12 22:42:28 main:574] : INFO : Epoch 1918 | loss: 0.0311953 | val_loss: 0.0311957 | Time: 1769.96 ms [2021-05-12 22:42:30 main:574] : INFO : Epoch 1919 | loss: 0.0311959 | val_loss: 0.0311989 | Time: 1758.45 ms [2021-05-12 22:42:32 main:574] : INFO : Epoch 1920 | loss: 0.0311965 | val_loss: 0.0311986 | Time: 1763.85 ms [2021-05-12 22:42:34 main:574] : INFO : Epoch 1921 | loss: 0.0311956 | val_loss: 0.0311943 | Time: 1751.98 ms [2021-05-12 22:42:35 main:574] : INFO : Epoch 1922 | loss: 0.0311945 | val_loss: 0.0311966 | Time: 1762.28 ms [2021-05-12 22:42:37 main:574] : INFO : Epoch 1923 | loss: 0.0311939 | val_loss: 0.0311944 | Time: 1775.59 ms [2021-05-12 22:42:39 main:574] : INFO : Epoch 1924 | loss: 0.0311945 | val_loss: 0.0311998 | Time: 1764.56 ms [2021-05-12 22:42:41 main:574] : INFO : Epoch 1925 | loss: 0.0311945 | val_loss: 0.0311937 | Time: 1757.29 ms [2021-05-12 22:42:42 main:574] : INFO : Epoch 1926 | loss: 0.0311934 | val_loss: 0.0311953 | Time: 1756.18 ms [2021-05-12 22:42:44 main:574] : INFO : Epoch 1927 | loss: 0.0311941 | val_loss: 0.0311942 | Time: 1757.92 ms [2021-05-12 22:42:46 main:574] : INFO : Epoch 1928 | loss: 0.0311941 | val_loss: 0.0311953 | Time: 1757.87 ms [2021-05-12 22:42:48 main:574] : INFO : Epoch 1929 | loss: 0.031195 | val_loss: 0.0311953 | Time: 1753.87 ms [2021-05-12 22:42:49 main:574] : INFO : Epoch 1930 | loss: 0.0311963 | val_loss: 0.0311932 | Time: 1752.67 ms [2021-05-12 22:42:51 main:574] : INFO : Epoch 1931 | loss: 0.0311962 | val_loss: 0.0311936 | Time: 1760.46 ms [2021-05-12 22:42:53 main:574] : INFO : Epoch 1932 | loss: 0.0311954 | val_loss: 0.0311932 | Time: 1754.45 ms [2021-05-12 22:42:55 main:574] : INFO : Epoch 1933 | loss: 0.0311947 | val_loss: 0.031193 | Time: 1761.92 ms [2021-05-12 22:42:56 main:574] : INFO : Epoch 1934 | loss: 0.0311962 | val_loss: 0.031193 | Time: 1754.74 ms [2021-05-12 22:42:58 main:574] : INFO : Epoch 1935 | loss: 0.0311954 | val_loss: 0.0311929 | Time: 1763.44 ms [2021-05-12 22:43:00 main:574] : INFO : Epoch 1936 | loss: 0.0311944 | val_loss: 0.031196 | Time: 1756.71 ms [2021-05-12 22:43:02 main:574] : INFO : Epoch 1937 | loss: 0.0311957 | val_loss: 0.0311933 | Time: 1764.6 ms [2021-05-12 22:43:04 main:574] : INFO : Epoch 1938 | loss: 0.0311952 | val_loss: 0.031197 | Time: 1761.75 ms [2021-05-12 22:43:05 main:574] : INFO : Epoch 1939 | loss: 0.0311935 | val_loss: 0.031195 | Time: 1766.85 ms [2021-05-12 22:43:07 main:574] : INFO : Epoch 1940 | loss: 0.0311926 | val_loss: 0.0311925 | Time: 1779.5 ms [2021-05-12 22:43:09 main:574] : INFO : Epoch 1941 | loss: 0.0311931 | val_loss: 0.031193 | Time: 1748.15 ms [2021-05-12 22:43:11 main:574] : INFO : Epoch 1942 | loss: 0.0311931 | val_loss: 0.0311931 | Time: 1749.47 ms [2021-05-12 22:43:12 main:574] : INFO : Epoch 1943 | loss: 0.0311931 | val_loss: 0.0311943 | Time: 1750.06 ms [2021-05-12 22:43:14 main:574] : INFO : Epoch 1944 | loss: 0.0311951 | val_loss: 0.0311996 | Time: 1750.95 ms [2021-05-12 22:43:16 main:574] : INFO : Epoch 1945 | loss: 0.0311952 | val_loss: 0.0311969 | Time: 1753.14 ms [2021-05-12 22:43:18 main:574] : INFO : Epoch 1946 | loss: 0.0311932 | val_loss: 0.0311921 | Time: 1757.09 ms [2021-05-12 22:43:19 main:574] : INFO : Epoch 1947 | loss: 0.0311931 | val_loss: 0.0311932 | Time: 1761.37 ms [2021-05-12 22:43:21 main:574] : INFO : Epoch 1948 | loss: 0.0311928 | val_loss: 0.0311926 | Time: 1757.76 ms [2021-05-12 22:43:23 main:574] : INFO : Epoch 1949 | loss: 0.0311925 | val_loss: 0.0311919 | Time: 1747.34 ms [2021-05-12 22:43:25 main:574] : INFO : Epoch 1950 | loss: 0.0311925 | val_loss: 0.0311931 | Time: 1762.34 ms [2021-05-12 22:43:26 main:574] : INFO : Epoch 1951 | loss: 0.0311935 | val_loss: 0.0311921 | Time: 1750.82 ms [2021-05-12 22:43:28 main:574] : INFO : Epoch 1952 | loss: 0.0311924 | val_loss: 0.0311922 | Time: 1760.26 ms [2021-05-12 22:43:30 main:574] : INFO : Epoch 1953 | loss: 0.0311932 | val_loss: 0.0311931 | Time: 1772.38 ms [2021-05-12 22:43:32 main:574] : INFO : Epoch 1954 | loss: 0.0311924 | val_loss: 0.0311921 | Time: 1754.44 ms [2021-05-12 22:43:33 main:574] : INFO : Epoch 1955 | loss: 0.031192 | val_loss: 0.0311928 | Time: 1751.55 ms [2021-05-12 22:43:35 main:574] : INFO : Epoch 1956 | loss: 0.0311921 | val_loss: 0.0311923 | Time: 1752.91 ms [2021-05-12 22:43:37 main:574] : INFO : Epoch 1957 | loss: 0.0311918 | val_loss: 0.0311919 | Time: 1759.65 ms [2021-05-12 22:43:39 main:574] : INFO : Epoch 1958 | loss: 0.0311917 | val_loss: 0.0311919 | Time: 1754.19 ms [2021-05-12 22:43:41 main:574] : INFO : Epoch 1959 | loss: 0.0311915 | val_loss: 0.0311927 | Time: 1752.75 ms [2021-05-12 22:43:42 main:574] : INFO : Epoch 1960 | loss: 0.0311932 | val_loss: 0.0311926 | Time: 1784.76 ms [2021-05-12 22:43:44 main:574] : INFO : Epoch 1961 | loss: 0.0311931 | val_loss: 0.0311931 | Time: 1761.98 ms [2021-05-12 22:43:46 main:574] : INFO : Epoch 1962 | loss: 0.0311934 | val_loss: 0.0311962 | Time: 1757.61 ms [2021-05-12 22:43:48 main:574] : INFO : Epoch 1963 | loss: 0.0311923 | val_loss: 0.0311918 | Time: 1759.99 ms [2021-05-12 22:43:49 main:574] : INFO : Epoch 1964 | loss: 0.0311917 | val_loss: 0.0311938 | Time: 1754.01 ms [2021-05-12 22:43:51 main:574] : INFO : Epoch 1965 | loss: 0.0311955 | val_loss: 0.0312008 | Time: 1743.99 ms [2021-05-12 22:43:53 main:574] : INFO : Epoch 1966 | loss: 0.0311973 | val_loss: 0.0311921 | Time: 1747.19 ms [2021-05-12 22:43:55 main:574] : INFO : Epoch 1967 | loss: 0.0311962 | val_loss: 0.0311952 | Time: 1756.05 ms [2021-05-12 22:43:56 main:574] : INFO : Epoch 1968 | loss: 0.0311928 | val_loss: 0.0311916 | Time: 1747.29 ms [2021-05-12 22:43:58 main:574] : INFO : Epoch 1969 | loss: 0.0311932 | val_loss: 0.0311942 | Time: 1755.43 ms [2021-05-12 22:44:00 main:574] : INFO : Epoch 1970 | loss: 0.0311928 | val_loss: 0.0311934 | Time: 1768.59 ms [2021-05-12 22:44:02 main:574] : INFO : Epoch 1971 | loss: 0.0311929 | val_loss: 0.0311944 | Time: 1767.34 ms [2021-05-12 22:44:03 main:574] : INFO : Epoch 1972 | loss: 0.0311957 | val_loss: 0.0311987 | Time: 1749.51 ms [2021-05-12 22:44:05 main:574] : INFO : Epoch 1973 | loss: 0.0311943 | val_loss: 0.0311917 | Time: 1763.61 ms [2021-05-12 22:44:07 main:574] : INFO : Epoch 1974 | loss: 0.0311925 | val_loss: 0.0311929 | Time: 1746.86 ms [2021-05-12 22:44:09 main:574] : INFO : Epoch 1975 | loss: 0.0311925 | val_loss: 0.0311917 | Time: 1755.02 ms [2021-05-12 22:44:10 main:574] : INFO : Epoch 1976 | loss: 0.0311923 | val_loss: 0.0311928 | Time: 1755.72 ms [2021-05-12 22:44:12 main:574] : INFO : Epoch 1977 | loss: 0.0311915 | val_loss: 0.0311949 | Time: 1766.22 ms [2021-05-12 22:44:14 main:574] : INFO : Epoch 1978 | loss: 0.0311931 | val_loss: 0.0311916 | Time: 1769.95 ms [2021-05-12 22:44:16 main:574] : INFO : Epoch 1979 | loss: 0.0311928 | val_loss: 0.0311928 | Time: 1750.38 ms [2021-05-12 22:44:18 main:574] : INFO : Epoch 1980 | loss: 0.0311932 | val_loss: 0.0311936 | Time: 1756.24 ms [2021-05-12 22:44:19 main:574] : INFO : Epoch 1981 | loss: 0.0311915 | val_loss: 0.0311925 | Time: 1761.17 ms [2021-05-12 22:44:21 main:574] : INFO : Epoch 1982 | loss: 0.0311911 | val_loss: 0.0311916 | Time: 1770.4 ms [2021-05-12 22:44:23 main:574] : INFO : Epoch 1983 | loss: 0.0311925 | val_loss: 0.0311935 | Time: 1764.87 ms [2021-05-12 22:44:25 main:574] : INFO : Epoch 1984 | loss: 0.0311948 | val_loss: 0.0311925 | Time: 1763.28 ms [2021-05-12 22:44:26 main:574] : INFO : Epoch 1985 | loss: 0.0311919 | val_loss: 0.0311919 | Time: 1769.04 ms [2021-05-12 22:44:28 main:574] : INFO : Epoch 1986 | loss: 0.0311924 | val_loss: 0.0311915 | Time: 1746.09 ms [2021-05-12 22:44:30 main:574] : INFO : Epoch 1987 | loss: 0.0311943 | val_loss: 0.0312083 | Time: 1758.94 ms [2021-05-12 22:44:32 main:574] : INFO : Epoch 1988 | loss: 0.0311974 | val_loss: 0.0311924 | Time: 1748.8 ms [2021-05-12 22:44:33 main:574] : INFO : Epoch 1989 | loss: 0.0311939 | val_loss: 0.0311944 | Time: 1764.03 ms [2021-05-12 22:44:35 main:574] : INFO : Epoch 1990 | loss: 0.0311936 | val_loss: 0.0311918 | Time: 1760.76 ms [2021-05-12 22:44:37 main:574] : INFO : Epoch 1991 | loss: 0.0311939 | val_loss: 0.0311983 | Time: 1784.14 ms [2021-05-12 22:44:39 main:574] : INFO : Epoch 1992 | loss: 0.0311943 | val_loss: 0.0311945 | Time: 1762.91 ms [2021-05-12 22:44:41 main:574] : INFO : Epoch 1993 | loss: 0.0311933 | val_loss: 0.0311914 | Time: 1747.41 ms [2021-05-12 22:44:42 main:574] : INFO : Epoch 1994 | loss: 0.0311929 | val_loss: 0.0311954 | Time: 1764.54 ms [2021-05-12 22:44:44 main:574] : INFO : Epoch 1995 | loss: 0.0311917 | val_loss: 0.0311915 | Time: 1752.75 ms [2021-05-12 22:44:46 main:574] : INFO : Epoch 1996 | loss: 0.0311909 | val_loss: 0.0311919 | Time: 1756.12 ms [2021-05-12 22:44:48 main:574] : INFO : Epoch 1997 | loss: 0.0311912 | val_loss: 0.031192 | Time: 1761.77 ms [2021-05-12 22:44:49 main:574] : INFO : Epoch 1998 | loss: 0.0311921 | val_loss: 0.0311926 | Time: 1755.08 ms [2021-05-12 22:44:51 main:574] : INFO : Epoch 1999 | loss: 0.031191 | val_loss: 0.0311923 | Time: 1762.75 ms [2021-05-12 22:44:53 main:574] : INFO : Epoch 2000 | loss: 0.031191 | val_loss: 0.0311919 | Time: 1764.27 ms [2021-05-12 22:44:55 main:574] : INFO : Epoch 2001 | loss: 0.0311909 | val_loss: 0.0311921 | Time: 1759.04 ms [2021-05-12 22:44:56 main:574] : INFO : Epoch 2002 | loss: 0.0311916 | val_loss: 0.0311916 | Time: 1757.7 ms [2021-05-12 22:44:58 main:574] : INFO : Epoch 2003 | loss: 0.0311918 | val_loss: 0.0311913 | Time: 1758.36 ms [2021-05-12 22:45:00 main:574] : INFO : Epoch 2004 | loss: 0.0311909 | val_loss: 0.0311913 | Time: 1755.88 ms [2021-05-12 22:45:02 main:574] : INFO : Epoch 2005 | loss: 0.0311935 | val_loss: 0.031197 | Time: 1767.97 ms [2021-05-12 22:45:03 main:574] : INFO : Epoch 2006 | loss: 0.0311938 | val_loss: 0.0311938 | Time: 1742.32 ms [2021-05-12 22:45:05 main:574] : INFO : Epoch 2007 | loss: 0.0311933 | val_loss: 0.0311939 | Time: 1753.73 ms [2021-05-12 22:45:07 main:574] : INFO : Epoch 2008 | loss: 0.0311958 | val_loss: 0.0311922 | Time: 1756.12 ms [2021-05-12 22:45:09 main:574] : INFO : Epoch 2009 | loss: 0.0311928 | val_loss: 0.0311937 | Time: 1760.12 ms [2021-05-12 22:45:10 main:574] : INFO : Epoch 2010 | loss: 0.031192 | val_loss: 0.0311935 | Time: 1746.22 ms [2021-05-12 22:45:12 main:574] : INFO : Epoch 2011 | loss: 0.0311912 | val_loss: 0.0311918 | Time: 1773.87 ms [2021-05-12 22:45:14 main:574] : INFO : Epoch 2012 | loss: 0.0311915 | val_loss: 0.0311915 | Time: 1775.34 ms [2021-05-12 22:45:16 main:574] : INFO : Epoch 2013 | loss: 0.0311931 | val_loss: 0.0311913 | Time: 1758.68 ms [2021-05-12 22:45:18 main:574] : INFO : Epoch 2014 | loss: 0.0311948 | val_loss: 0.0311913 | Time: 1749.77 ms [2021-05-12 22:45:19 main:574] : INFO : Epoch 2015 | loss: 0.0311956 | val_loss: 0.0311914 | Time: 1758.42 ms [2021-05-12 22:45:21 main:574] : INFO : Epoch 2016 | loss: 0.0311933 | val_loss: 0.0311919 | Time: 1760.13 ms [2021-05-12 22:45:23 main:574] : INFO : Epoch 2017 | loss: 0.031191 | val_loss: 0.0311914 | Time: 1749.02 ms [2021-05-12 22:45:25 main:574] : INFO : Epoch 2018 | loss: 0.0311922 | val_loss: 0.0311921 | Time: 1759.35 ms [2021-05-12 22:45:26 main:574] : INFO : Epoch 2019 | loss: 0.0311918 | val_loss: 0.0311945 | Time: 1763.74 ms [2021-05-12 22:45:28 main:574] : INFO : Epoch 2020 | loss: 0.0311921 | val_loss: 0.0311913 | Time: 1757.39 ms [2021-05-12 22:45:30 main:574] : INFO : Epoch 2021 | loss: 0.0311917 | val_loss: 0.0311915 | Time: 1751.81 ms [2021-05-12 22:45:32 main:574] : INFO : Epoch 2022 | loss: 0.0311914 | val_loss: 0.0311911 | Time: 1747.95 ms [2021-05-12 22:45:33 main:574] : INFO : Epoch 2023 | loss: 0.0311906 | val_loss: 0.0311933 | Time: 1755.56 ms [2021-05-12 22:45:35 main:574] : INFO : Epoch 2024 | loss: 0.0311931 | val_loss: 0.0311944 | Time: 1751.22 ms [2021-05-12 22:45:37 main:574] : INFO : Epoch 2025 | loss: 0.0311921 | val_loss: 0.031196 | Time: 1752.06 ms [2021-05-12 22:45:39 main:574] : INFO : Epoch 2026 | loss: 0.0311919 | val_loss: 0.0311915 | Time: 1752.37 ms [2021-05-12 22:45:40 main:574] : INFO : Epoch 2027 | loss: 0.0311915 | val_loss: 0.0311955 | Time: 1753.73 ms [2021-05-12 22:45:42 main:574] : INFO : Epoch 2028 | loss: 0.0311914 | val_loss: 0.0311961 | Time: 1755.89 ms [2021-05-12 22:45:44 main:574] : INFO : Epoch 2029 | loss: 0.0311915 | val_loss: 0.031193 | Time: 1764.86 ms [2021-05-12 22:45:46 main:574] : INFO : Epoch 2030 | loss: 0.0311905 | val_loss: 0.0311933 | Time: 1759 ms [2021-05-12 22:45:47 main:574] : INFO : Epoch 2031 | loss: 0.0311911 | val_loss: 0.0311915 | Time: 1757.72 ms [2021-05-12 22:45:49 main:574] : INFO : Epoch 2032 | loss: 0.0311904 | val_loss: 0.0311916 | Time: 1749.86 ms [2021-05-12 22:45:51 main:574] : INFO : Epoch 2033 | loss: 0.0311909 | val_loss: 0.0311914 | Time: 1760.87 ms [2021-05-12 22:45:53 main:574] : INFO : Epoch 2034 | loss: 0.0311908 | val_loss: 0.0311929 | Time: 1761.16 ms [2021-05-12 22:45:55 main:574] : INFO : Epoch 2035 | loss: 0.0311922 | val_loss: 0.031192 | Time: 1755.67 ms [2021-05-12 22:45:56 main:574] : INFO : Epoch 2036 | loss: 0.0311907 | val_loss: 0.0311911 | Time: 1758.57 ms [2021-05-12 22:45:58 main:574] : INFO : Epoch 2037 | loss: 0.0311919 | val_loss: 0.0311922 | Time: 1770.55 ms [2021-05-12 22:46:00 main:574] : INFO : Epoch 2038 | loss: 0.0311906 | val_loss: 0.0311908 | Time: 1753.31 ms [2021-05-12 22:46:02 main:574] : INFO : Epoch 2039 | loss: 0.0311903 | val_loss: 0.0311921 | Time: 1756.22 ms [2021-05-12 22:46:03 main:574] : INFO : Epoch 2040 | loss: 0.0311921 | val_loss: 0.0311921 | Time: 1757.83 ms [2021-05-12 22:46:05 main:574] : INFO : Epoch 2041 | loss: 0.0311908 | val_loss: 0.031191 | Time: 1759.93 ms [2021-05-12 22:46:07 main:574] : INFO : Epoch 2042 | loss: 0.0311906 | val_loss: 0.0311917 | Time: 1761.28 ms [2021-05-12 22:46:09 main:574] : INFO : Epoch 2043 | loss: 0.0311911 | val_loss: 0.0311918 | Time: 1752.1 ms [2021-05-12 22:46:10 main:574] : INFO : Epoch 2044 | loss: 0.0311934 | val_loss: 0.0311924 | Time: 1764.39 ms [2021-05-12 22:46:12 main:574] : INFO : Epoch 2045 | loss: 0.0311917 | val_loss: 0.0311911 | Time: 1763.14 ms [2021-05-12 22:46:14 main:574] : INFO : Epoch 2046 | loss: 0.0311909 | val_loss: 0.0311956 | Time: 1772.92 ms [2021-05-12 22:46:16 main:574] : INFO : Epoch 2047 | loss: 0.0311911 | val_loss: 0.0311919 | Time: 1759.33 ms [2021-05-12 22:46:17 main:574] : INFO : Epoch 2048 | loss: 0.0311903 | val_loss: 0.0311927 | Time: 1749.85 ms [2021-05-12 22:46:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311927 [2021-05-12 22:46:17 main:603] : INFO : Saving end state to config to file [2021-05-12 22:46:17 main:608] : INFO : Success, exiting.. 22:46:17 (5932): 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)