Task 8480751
| Name | ParityModified-1634617910-931-3_0 |
| Workunit | 5982450 |
| Created | 28 Oct 2021, 21:24:05 UTC |
| Sent | 30 Oct 2021, 21:41:50 UTC |
| Report deadline | 6 Nov 2021, 21:41:50 UTC |
| Received | 11 Nov 2021, 19:29:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16125 |
| Run time | 1 hours 0 min 24 sec |
| CPU time | 53 min 51 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 11,978.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.70 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2021-11-08 17:51:06 main:574] : INFO : Epoch 1664 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 1541.2 ms [2021-11-08 17:51:08 main:574] : INFO : Epoch 1665 | loss: 0.0311777 | val_loss: 0.0311792 | Time: 1486.34 ms [2021-11-08 17:51:10 main:574] : INFO : Epoch 1666 | loss: 0.0311779 | val_loss: 0.0311811 | Time: 1507.55 ms [2021-11-08 17:51:11 main:574] : INFO : Epoch 1667 | loss: 0.0311788 | val_loss: 0.0311797 | Time: 1573.92 ms [2021-11-08 17:51:13 main:574] : INFO : Epoch 1668 | loss: 0.031177 | val_loss: 0.0311801 | Time: 1503.98 ms [2021-11-08 17:51:15 main:574] : INFO : Epoch 1669 | loss: 0.0311774 | val_loss: 0.0311814 | Time: 1537.33 ms [2021-11-08 17:51:16 main:574] : INFO : Epoch 1670 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 1569.43 ms [2021-11-08 17:51:18 main:574] : INFO : Epoch 1671 | loss: 0.0311774 | val_loss: 0.0311814 | Time: 1512.88 ms [2021-11-08 17:51:19 main:574] : INFO : Epoch 1672 | loss: 0.0311784 | val_loss: 0.031178 | Time: 1538.73 ms [2021-11-08 17:51:21 main:574] : INFO : Epoch 1673 | loss: 0.0311777 | val_loss: 0.0311845 | Time: 1561.87 ms [2021-11-08 17:51:23 main:574] : INFO : Epoch 1674 | loss: 0.0311774 | val_loss: 0.0311775 | Time: 1544.38 ms [2021-11-08 17:51:24 main:574] : INFO : Epoch 1675 | loss: 0.0311758 | val_loss: 0.0311822 | Time: 1543.1 ms [2021-11-08 17:51:26 main:574] : INFO : Epoch 1676 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 1536.5 ms [2021-11-08 17:51:28 main:574] : INFO : Epoch 1677 | loss: 0.0311771 | val_loss: 0.031179 | Time: 1614.38 ms [2021-11-08 17:51:29 main:574] : INFO : Epoch 1678 | loss: 0.0311769 | val_loss: 0.0311818 | Time: 1684.89 ms [2021-11-08 17:51:31 main:574] : INFO : Epoch 1679 | loss: 0.0311774 | val_loss: 0.0311788 | Time: 1685.8 ms [2021-11-08 17:51:33 main:574] : INFO : Epoch 1680 | loss: 0.0311753 | val_loss: 0.0311779 | Time: 1691.19 ms [2021-11-08 17:51:35 main:574] : INFO : Epoch 1681 | loss: 0.0311751 | val_loss: 0.0311772 | Time: 1563.59 ms [2021-11-08 17:51:37 main:574] : INFO : Epoch 1682 | loss: 0.0311758 | val_loss: 0.0311814 | Time: 1617.98 ms [2021-11-08 17:51:38 main:574] : INFO : Epoch 1683 | loss: 0.0311755 | val_loss: 0.0311786 | Time: 1557.45 ms [2021-11-08 17:51:40 main:574] : INFO : Epoch 1684 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 1592.87 ms [2021-11-08 17:51:41 main:574] : INFO : Epoch 1685 | loss: 0.0311753 | val_loss: 0.0311793 | Time: 1582.37 ms [2021-11-08 17:51:43 main:574] : INFO : Epoch 1686 | loss: 0.0311756 | val_loss: 0.0311799 | Time: 1598.71 ms [2021-11-08 17:51:45 main:574] : INFO : Epoch 1687 | loss: 0.0311758 | val_loss: 0.0311774 | Time: 1664.11 ms [2021-11-08 17:51:46 main:574] : INFO : Epoch 1688 | loss: 0.0311759 | val_loss: 0.0311797 | Time: 1601.87 ms [2021-11-08 17:51:48 main:574] : INFO : Epoch 1689 | loss: 0.0311752 | val_loss: 0.0311781 | Time: 1591.73 ms [2021-11-08 17:51:50 main:574] : INFO : Epoch 1690 | loss: 0.0311742 | val_loss: 0.0311792 | Time: 1466.5 ms [2021-11-08 17:51:51 main:574] : INFO : Epoch 1691 | loss: 0.031177 | val_loss: 0.0311799 | Time: 1541.72 ms [2021-11-08 17:51:53 main:574] : INFO : Epoch 1692 | loss: 0.0311782 | val_loss: 0.0311796 | Time: 1519.07 ms [2021-11-08 17:51:54 main:574] : INFO : Epoch 1693 | loss: 0.0311781 | val_loss: 0.0311791 | Time: 1530.94 ms [2021-11-08 17:51:56 main:574] : INFO : Epoch 1694 | loss: 0.0311772 | val_loss: 0.0311782 | Time: 1557.98 ms [2021-11-08 17:51:58 main:574] : INFO : Epoch 1695 | loss: 0.0311761 | val_loss: 0.031178 | Time: 1539.93 ms [2021-11-08 17:51:59 main:574] : INFO : Epoch 1696 | loss: 0.0311765 | val_loss: 0.0311772 | Time: 1513.49 ms [2021-11-08 17:52:01 main:574] : INFO : Epoch 1697 | loss: 0.0311763 | val_loss: 0.0311776 | Time: 1492.38 ms [2021-11-08 17:52:02 main:574] : INFO : Epoch 1698 | loss: 0.0311762 | val_loss: 0.0311781 | Time: 1570.54 ms [2021-11-08 17:52:04 main:574] : INFO : Epoch 1699 | loss: 0.0311754 | val_loss: 0.0311776 | Time: 1534.71 ms [2021-11-08 17:52:05 main:574] : INFO : Epoch 1700 | loss: 0.0311753 | val_loss: 0.0311769 | Time: 1546.19 ms [2021-11-08 17:52:07 main:574] : INFO : Epoch 1701 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 1546.35 ms [2021-11-08 17:52:09 main:574] : INFO : Epoch 1702 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 1612.66 ms [2021-11-08 17:52:10 main:574] : INFO : Epoch 1703 | loss: 0.0311769 | val_loss: 0.0311784 | Time: 1544.77 ms [2021-11-08 17:52:12 main:574] : INFO : Epoch 1704 | loss: 0.0311758 | val_loss: 0.0311774 | Time: 1534.45 ms [2021-11-08 17:52:14 main:574] : INFO : Epoch 1705 | loss: 0.0311756 | val_loss: 0.0311772 | Time: 1571.05 ms [2021-11-08 17:52:15 main:574] : INFO : Epoch 1706 | loss: 0.0311763 | val_loss: 0.0311776 | Time: 1519.6 ms [2021-11-08 17:52:17 main:574] : INFO : Epoch 1707 | loss: 0.0311745 | val_loss: 0.0311787 | Time: 1556.03 ms [2021-11-08 17:52:18 main:574] : INFO : Epoch 1708 | loss: 0.0311744 | val_loss: 0.0311775 | Time: 1579.73 ms [2021-11-08 17:52:20 main:574] : INFO : Epoch 1709 | loss: 0.0311759 | val_loss: 0.0311774 | Time: 1542.92 ms [2021-11-08 17:52:22 main:574] : INFO : Epoch 1710 | loss: 0.0311753 | val_loss: 0.0311788 | Time: 1529.61 ms [2021-11-08 17:52:23 main:574] : INFO : Epoch 1711 | loss: 0.0311751 | val_loss: 0.0311765 | Time: 1565.36 ms [2021-11-08 17:52:25 main:574] : INFO : Epoch 1712 | loss: 0.0311768 | val_loss: 0.0311801 | Time: 1600.89 ms [2021-11-08 17:52:26 main:574] : INFO : Epoch 1713 | loss: 0.0311743 | val_loss: 0.0311758 | Time: 1529.29 ms [2021-11-08 17:52:28 main:574] : INFO : Epoch 1714 | loss: 0.031174 | val_loss: 0.0311768 | Time: 1516.08 ms [2021-11-08 17:52:30 main:574] : INFO : Epoch 1715 | loss: 0.0311759 | val_loss: 0.0311798 | Time: 1584.39 ms [2021-11-08 17:52:31 main:574] : INFO : Epoch 1716 | loss: 0.0311756 | val_loss: 0.0311814 | Time: 1528.56 ms [2021-11-08 17:52:33 main:574] : INFO : Epoch 1717 | loss: 0.0311764 | val_loss: 0.0311773 | Time: 1501.34 ms [2021-11-08 17:52:34 main:574] : INFO : Epoch 1718 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 1531.4 ms [2021-11-08 17:52:36 main:574] : INFO : Epoch 1719 | loss: 0.0311731 | val_loss: 0.0311768 | Time: 1610.49 ms [2021-11-08 17:52:38 main:574] : INFO : Epoch 1720 | loss: 0.031175 | val_loss: 0.0311768 | Time: 1652.52 ms [2021-11-08 17:52:39 main:574] : INFO : Epoch 1721 | loss: 0.0311747 | val_loss: 0.0311756 | Time: 1663 ms [2021-11-08 17:52:41 main:574] : INFO : Epoch 1722 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 1590.73 ms [2021-11-08 17:52:43 main:574] : INFO : Epoch 1723 | loss: 0.0311769 | val_loss: 0.0311964 | Time: 1520.91 ms [2021-11-08 17:52:44 main:574] : INFO : Epoch 1724 | loss: 0.031178 | val_loss: 0.0311815 | Time: 1518.88 ms [2021-11-08 17:52:46 main:574] : INFO : Epoch 1725 | loss: 0.0311755 | val_loss: 0.0311763 | Time: 1498.71 ms [2021-11-08 17:52:48 main:574] : INFO : Epoch 1726 | loss: 0.0311727 | val_loss: 0.0311772 | Time: 1572.52 ms [2021-11-08 17:52:49 main:574] : INFO : Epoch 1727 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 1527.08 ms [2021-11-08 17:52:51 main:574] : INFO : Epoch 1728 | loss: 0.0311738 | val_loss: 0.0311789 | Time: 1509.81 ms [2021-11-08 17:52:52 main:574] : INFO : Epoch 1729 | loss: 0.0311737 | val_loss: 0.031176 | Time: 1538.68 ms [2021-11-08 17:52:54 main:574] : INFO : Epoch 1730 | loss: 0.0311746 | val_loss: 0.0311838 | Time: 1572.44 ms [2021-11-08 17:52:56 main:574] : INFO : Epoch 1731 | loss: 0.0311774 | val_loss: 0.0311768 | Time: 1557.06 ms [2021-11-08 17:52:58 main:574] : INFO : Epoch 1732 | loss: 0.0311725 | val_loss: 0.031177 | Time: 1566.09 ms [2021-11-08 17:52:59 main:574] : INFO : Epoch 1733 | loss: 0.0311722 | val_loss: 0.0311761 | Time: 1532.54 ms [2021-11-08 17:53:01 main:574] : INFO : Epoch 1734 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 1537.94 ms [2021-11-08 17:53:02 main:574] : INFO : Epoch 1735 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 1527.64 ms [2021-11-08 17:53:04 main:574] : INFO : Epoch 1736 | loss: 0.0311737 | val_loss: 0.0311787 | Time: 1565.53 ms [2021-11-08 17:53:06 main:574] : INFO : Epoch 1737 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 1528.59 ms [2021-11-08 17:53:07 main:574] : INFO : Epoch 1738 | loss: 0.0311764 | val_loss: 0.0311768 | Time: 1498.99 ms [2021-11-08 17:53:09 main:574] : INFO : Epoch 1739 | loss: 0.0311728 | val_loss: 0.0311764 | Time: 1573.55 ms [2021-11-08 17:53:10 main:574] : INFO : Epoch 1740 | loss: 0.0311731 | val_loss: 0.0311791 | Time: 1567.65 ms [2021-11-08 17:53:12 main:574] : INFO : Epoch 1741 | loss: 0.0311745 | val_loss: 0.0311773 | Time: 1526.61 ms [2021-11-08 17:53:14 main:574] : INFO : Epoch 1742 | loss: 0.0311721 | val_loss: 0.0311786 | Time: 1625.9 ms [2021-11-08 17:53:15 main:574] : INFO : Epoch 1743 | loss: 0.0311727 | val_loss: 0.0311819 | Time: 1549.05 ms [2021-11-08 17:53:17 main:574] : INFO : Epoch 1744 | loss: 0.0311756 | val_loss: 0.0311891 | Time: 1529.4 ms [2021-11-08 17:53:18 main:574] : INFO : Epoch 1745 | loss: 0.0311774 | val_loss: 0.0311792 | Time: 1530.72 ms [2021-11-08 17:53:20 main:574] : INFO : Epoch 1746 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 1629.64 ms [2021-11-08 17:53:22 main:574] : INFO : Epoch 1747 | loss: 0.0311741 | val_loss: 0.0311767 | Time: 1589.8 ms [2021-11-08 17:53:23 main:574] : INFO : Epoch 1748 | loss: 0.0311744 | val_loss: 0.0311782 | Time: 1525 ms [2021-11-08 17:53:25 main:574] : INFO : Epoch 1749 | loss: 0.031174 | val_loss: 0.0311791 | Time: 1530.07 ms [2021-11-08 17:53:26 main:574] : INFO : Epoch 1750 | loss: 0.0311749 | val_loss: 0.0311794 | Time: 1525.65 ms [2021-11-08 17:53:28 main:574] : INFO : Epoch 1751 | loss: 0.0311761 | val_loss: 0.0311777 | Time: 1512.06 ms [2021-11-08 17:53:30 main:574] : INFO : Epoch 1752 | loss: 0.0311755 | val_loss: 0.031177 | Time: 1496.55 ms [2021-11-08 17:53:31 main:574] : INFO : Epoch 1753 | loss: 0.0311782 | val_loss: 0.0311763 | Time: 1568.09 ms [2021-11-08 17:53:33 main:574] : INFO : Epoch 1754 | loss: 0.0311786 | val_loss: 0.0311761 | Time: 1516.18 ms [2021-11-08 17:53:34 main:574] : INFO : Epoch 1755 | loss: 0.0311795 | val_loss: 0.0311804 | Time: 1527.39 ms [2021-11-08 17:53:36 main:574] : INFO : Epoch 1756 | loss: 0.0311796 | val_loss: 0.0311773 | Time: 1513.38 ms [2021-11-08 17:53:38 main:574] : INFO : Epoch 1757 | loss: 0.0311806 | val_loss: 0.0311785 | Time: 1599.86 ms [2021-11-08 17:53:39 main:574] : INFO : Epoch 1758 | loss: 0.0311765 | val_loss: 0.0311792 | Time: 1530.82 ms [2021-11-08 17:53:41 main:574] : INFO : Epoch 1759 | loss: 0.0311775 | val_loss: 0.0311764 | Time: 1544.73 ms [2021-11-08 17:53:43 main:574] : INFO : Epoch 1760 | loss: 0.0311738 | val_loss: 0.0311766 | Time: 1593.11 ms [2021-11-08 17:53:44 main:574] : INFO : Epoch 1761 | loss: 0.0311743 | val_loss: 0.0311767 | Time: 1570.17 ms [2021-11-08 17:53:46 main:574] : INFO : Epoch 1762 | loss: 0.0311735 | val_loss: 0.0311767 | Time: 1532.4 ms [2021-11-08 17:53:47 main:574] : INFO : Epoch 1763 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 1489.59 ms [2021-11-08 17:53:49 main:574] : INFO : Epoch 1764 | loss: 0.0311762 | val_loss: 0.0311821 | Time: 1611.84 ms [2021-11-08 17:53:50 main:574] : INFO : Epoch 1765 | loss: 0.0311736 | val_loss: 0.031177 | Time: 1507.44 ms [2021-11-08 17:53:52 main:574] : INFO : Epoch 1766 | loss: 0.0311746 | val_loss: 0.0311861 | Time: 1522.22 ms [2021-11-08 17:53:54 main:574] : INFO : Epoch 1767 | loss: 0.0311789 | val_loss: 0.031194 | Time: 1539.72 ms [2021-11-08 17:53:55 main:574] : INFO : Epoch 1768 | loss: 0.0311787 | val_loss: 0.031178 | Time: 1571.85 ms [2021-11-08 17:53:57 main:574] : INFO : Epoch 1769 | loss: 0.0311776 | val_loss: 0.0311768 | Time: 1466.22 ms [2021-11-08 17:53:58 main:574] : INFO : Epoch 1770 | loss: 0.0311781 | val_loss: 0.0311807 | Time: 1545.63 ms [2021-11-08 17:54:00 main:574] : INFO : Epoch 1771 | loss: 0.0311747 | val_loss: 0.0311779 | Time: 1592.97 ms [2021-11-08 17:54:02 main:574] : INFO : Epoch 1772 | loss: 0.0311753 | val_loss: 0.0311744 | Time: 1540.04 ms [2021-11-08 17:54:03 main:574] : INFO : Epoch 1773 | loss: 0.0311737 | val_loss: 0.0311807 | Time: 1563.2 ms [2021-11-08 17:54:05 main:574] : INFO : Epoch 1774 | loss: 0.0311763 | val_loss: 0.0311774 | Time: 1606.41 ms [2021-11-08 17:54:07 main:574] : INFO : Epoch 1775 | loss: 0.0311743 | val_loss: 0.0311765 | Time: 1567.72 ms [2021-11-08 17:54:08 main:574] : INFO : Epoch 1776 | loss: 0.0311746 | val_loss: 0.031179 | Time: 1517.57 ms [2021-11-08 17:54:10 main:574] : INFO : Epoch 1777 | loss: 0.0311746 | val_loss: 0.0311772 | Time: 1493.75 ms [2021-11-08 17:54:11 main:574] : INFO : Epoch 1778 | loss: 0.0311749 | val_loss: 0.0311761 | Time: 1567.1 ms [2021-11-08 17:54:13 main:574] : INFO : Epoch 1779 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 1554.49 ms [2021-11-08 17:54:15 main:574] : INFO : Epoch 1780 | loss: 0.0311739 | val_loss: 0.0311768 | Time: 1524.94 ms [2021-11-08 17:54:16 main:574] : INFO : Epoch 1781 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 1531.25 ms [2021-11-08 17:54:18 main:574] : INFO : Epoch 1782 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 1574.38 ms [2021-11-08 17:54:19 main:574] : INFO : Epoch 1783 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 1479.79 ms [2021-11-08 17:54:21 main:574] : INFO : Epoch 1784 | loss: 0.0311729 | val_loss: 0.0311782 | Time: 1535.4 ms [2021-11-08 17:54:23 main:574] : INFO : Epoch 1785 | loss: 0.0311724 | val_loss: 0.0311778 | Time: 1582.71 ms [2021-11-08 17:54:24 main:574] : INFO : Epoch 1786 | loss: 0.031172 | val_loss: 0.0311762 | Time: 1556.6 ms [2021-11-08 17:54:26 main:574] : INFO : Epoch 1787 | loss: 0.0311732 | val_loss: 0.0311779 | Time: 1490.62 ms [2021-11-08 17:54:27 main:574] : INFO : Epoch 1788 | loss: 0.0311743 | val_loss: 0.0311915 | Time: 1508.59 ms [2021-11-08 17:54:29 main:574] : INFO : Epoch 1789 | loss: 0.0311808 | val_loss: 0.0311949 | Time: 1590.63 ms [2021-11-08 17:54:30 main:574] : INFO : Epoch 1790 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 1506.31 ms [2021-11-08 17:54:32 main:574] : INFO : Epoch 1791 | loss: 0.0311732 | val_loss: 0.0311813 | Time: 1524.94 ms [2021-11-08 17:54:34 main:574] : INFO : Epoch 1792 | loss: 0.0311724 | val_loss: 0.031177 | Time: 1669.43 ms [2021-11-08 17:54:35 main:574] : INFO : Epoch 1793 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 1538.25 ms [2021-11-08 17:54:37 main:574] : INFO : Epoch 1794 | loss: 0.031173 | val_loss: 0.0311784 | Time: 1544.41 ms [2021-11-08 17:54:39 main:574] : INFO : Epoch 1795 | loss: 0.0311709 | val_loss: 0.0311769 | Time: 1578.63 ms [2021-11-08 17:54:40 main:574] : INFO : Epoch 1796 | loss: 0.0311706 | val_loss: 0.0311757 | Time: 1756.43 ms [2021-11-08 17:54:42 main:574] : INFO : Epoch 1797 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 1490.3 ms [2021-11-08 17:54:44 main:574] : INFO : Epoch 1798 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 1551.1 ms [2021-11-08 17:54:45 main:574] : INFO : Epoch 1799 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 1636.78 ms [2021-11-08 17:54:47 main:574] : INFO : Epoch 1800 | loss: 0.0311717 | val_loss: 0.0311794 | Time: 1498.99 ms [2021-11-08 17:54:48 main:574] : INFO : Epoch 1801 | loss: 0.0311722 | val_loss: 0.0311781 | Time: 1545.76 ms [2021-11-08 17:54:50 main:574] : INFO : Epoch 1802 | loss: 0.031173 | val_loss: 0.0311767 | Time: 1599.69 ms [2021-11-08 17:54:52 main:574] : INFO : Epoch 1803 | loss: 0.0311701 | val_loss: 0.0311761 | Time: 1570.81 ms [2021-11-08 17:54:53 main:574] : INFO : Epoch 1804 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 1551.99 ms [2021-11-08 17:54:55 main:574] : INFO : Epoch 1805 | loss: 0.0311716 | val_loss: 0.0311804 | Time: 1619.63 ms [2021-11-08 17:54:57 main:574] : INFO : Epoch 1806 | loss: 0.0311721 | val_loss: 0.031177 | Time: 1571.1 ms [2021-11-08 17:54:58 main:574] : INFO : Epoch 1807 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 1530.59 ms [2021-11-08 17:55:00 main:574] : INFO : Epoch 1808 | loss: 0.0311702 | val_loss: 0.0311747 | Time: 1526.15 ms [2021-11-08 17:55:02 main:574] : INFO : Epoch 1809 | loss: 0.0311702 | val_loss: 0.0311749 | Time: 1550.19 ms [2021-11-08 17:55:03 main:574] : INFO : Epoch 1810 | loss: 0.03117 | val_loss: 0.0311753 | Time: 1520.28 ms [2021-11-08 17:55:05 main:574] : INFO : Epoch 1811 | loss: 0.0311754 | val_loss: 0.0311773 | Time: 1569.54 ms [2021-11-08 17:55:07 main:574] : INFO : Epoch 1812 | loss: 0.0311707 | val_loss: 0.031177 | Time: 1608.42 ms [2021-11-08 17:55:08 main:574] : INFO : Epoch 1813 | loss: 0.031173 | val_loss: 0.0311809 | Time: 1558.28 ms [2021-11-08 17:55:10 main:574] : INFO : Epoch 1814 | loss: 0.031174 | val_loss: 0.0311926 | Time: 1485.42 ms [2021-11-08 17:55:12 main:574] : INFO : Epoch 1815 | loss: 0.0311742 | val_loss: 0.0311771 | Time: 1505.23 ms [2021-11-08 17:55:13 main:574] : INFO : Epoch 1816 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 1558.99 ms [2021-11-08 17:55:15 main:574] : INFO : Epoch 1817 | loss: 0.0311729 | val_loss: 0.0311782 | Time: 1516.13 ms [2021-11-08 17:55:16 main:574] : INFO : Epoch 1818 | loss: 0.0311732 | val_loss: 0.031179 | Time: 1592.78 ms [2021-11-08 17:55:18 main:574] : INFO : Epoch 1819 | loss: 0.0311766 | val_loss: 0.0311854 | Time: 1591.62 ms [2021-11-08 17:55:20 main:574] : INFO : Epoch 1820 | loss: 0.0311772 | val_loss: 0.0311826 | Time: 1518.99 ms [2021-11-08 17:55:21 main:574] : INFO : Epoch 1821 | loss: 0.0311779 | val_loss: 0.0311851 | Time: 1532.58 ms [2021-11-08 17:55:23 main:574] : INFO : Epoch 1822 | loss: 0.0311736 | val_loss: 0.0311773 | Time: 1540.86 ms [2021-11-08 17:55:24 main:574] : INFO : Epoch 1823 | loss: 0.0311738 | val_loss: 0.0311824 | Time: 1607.16 ms [2021-11-08 17:55:26 main:574] : INFO : Epoch 1824 | loss: 0.0311715 | val_loss: 0.0311745 | Time: 1561.73 ms [2021-11-08 17:55:28 main:574] : INFO : Epoch 1825 | loss: 0.0311697 | val_loss: 0.0311796 | Time: 1507.41 ms [2021-11-08 17:55:29 main:574] : INFO : Epoch 1826 | loss: 0.0311743 | val_loss: 0.0311775 | Time: 1540.7 ms [2021-11-08 17:55:31 main:574] : INFO : Epoch 1827 | loss: 0.0311699 | val_loss: 0.0311747 | Time: 1561.44 ms [2021-11-08 17:55:33 main:574] : INFO : Epoch 1828 | loss: 0.0311703 | val_loss: 0.0311761 | Time: 1510.29 ms [2021-11-08 17:55:34 main:574] : INFO : Epoch 1829 | loss: 0.0311739 | val_loss: 0.0311756 | Time: 1539.57 ms [2021-11-08 17:55:36 main:574] : INFO : Epoch 1830 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 1575.87 ms [2021-11-08 17:55:37 main:574] : INFO : Epoch 1831 | loss: 0.0311707 | val_loss: 0.0311784 | Time: 1569.21 ms [2021-11-08 17:55:39 main:574] : INFO : Epoch 1832 | loss: 0.0311699 | val_loss: 0.031176 | Time: 1537.19 ms [2021-11-08 17:55:41 main:574] : INFO : Epoch 1833 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 1548.57 ms [2021-11-08 17:55:42 main:574] : INFO : Epoch 1834 | loss: 0.0311704 | val_loss: 0.0311808 | Time: 1541.55 ms [2021-11-08 17:55:44 main:574] : INFO : Epoch 1835 | loss: 0.0311705 | val_loss: 0.0311776 | Time: 1501.75 ms [2021-11-08 17:55:45 main:574] : INFO : Epoch 1836 | loss: 0.0311753 | val_loss: 0.0311742 | Time: 1507.27 ms [2021-11-08 17:55:47 main:574] : INFO : Epoch 1837 | loss: 0.0311745 | val_loss: 0.0311756 | Time: 1618.95 ms [2021-11-08 17:55:49 main:574] : INFO : Epoch 1838 | loss: 0.0311714 | val_loss: 0.0311747 | Time: 1564.99 ms [2021-11-08 17:55:50 main:574] : INFO : Epoch 1839 | loss: 0.0311703 | val_loss: 0.0311767 | Time: 1476.47 ms [2021-11-08 17:55:52 main:574] : INFO : Epoch 1840 | loss: 0.0311738 | val_loss: 0.0311789 | Time: 1572.91 ms [2021-11-08 17:55:53 main:574] : INFO : Epoch 1841 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 1533.38 ms [2021-11-08 17:55:55 main:574] : INFO : Epoch 1842 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 1531.67 ms [2021-11-08 17:55:56 main:574] : INFO : Epoch 1843 | loss: 0.0311741 | val_loss: 0.031174 | Time: 1475.9 ms [2021-11-08 17:55:58 main:574] : INFO : Epoch 1844 | loss: 0.0311719 | val_loss: 0.0311794 | Time: 1592.45 ms [2021-11-08 17:56:00 main:574] : INFO : Epoch 1845 | loss: 0.0311748 | val_loss: 0.0311738 | Time: 1532.99 ms [2021-11-08 17:56:01 main:574] : INFO : Epoch 1846 | loss: 0.0311709 | val_loss: 0.031174 | Time: 1474.53 ms [2021-11-08 17:56:03 main:574] : INFO : Epoch 1847 | loss: 0.0311706 | val_loss: 0.0311796 | Time: 1561.28 ms [2021-11-08 17:56:04 main:574] : INFO : Epoch 1848 | loss: 0.0311731 | val_loss: 0.0311779 | Time: 1547.92 ms [2021-11-08 17:56:06 main:574] : INFO : Epoch 1849 | loss: 0.0311711 | val_loss: 0.031176 | Time: 1492.85 ms [2021-11-08 17:56:07 main:574] : INFO : Epoch 1850 | loss: 0.0311727 | val_loss: 0.0311851 | Time: 1572.26 ms [2021-11-08 17:56:09 main:574] : INFO : Epoch 1851 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 1598.75 ms [2021-11-08 17:56:11 main:574] : INFO : Epoch 1852 | loss: 0.031171 | val_loss: 0.0311729 | Time: 1536.79 ms [2021-11-08 17:56:12 main:574] : INFO : Epoch 1853 | loss: 0.0311732 | val_loss: 0.0311774 | Time: 1502.67 ms [2021-11-08 17:56:14 main:574] : INFO : Epoch 1854 | loss: 0.0311763 | val_loss: 0.0311742 | Time: 1480.92 ms [2021-11-08 17:56:15 main:574] : INFO : Epoch 1855 | loss: 0.0311762 | val_loss: 0.031176 | Time: 1569.55 ms [2021-11-08 17:56:17 main:574] : INFO : Epoch 1856 | loss: 0.0311729 | val_loss: 0.0311765 | Time: 1543.67 ms [2021-11-08 17:56:19 main:574] : INFO : Epoch 1857 | loss: 0.0311735 | val_loss: 0.0311749 | Time: 1554.89 ms [2021-11-08 17:56:20 main:574] : INFO : Epoch 1858 | loss: 0.0311726 | val_loss: 0.0311735 | Time: 1577.55 ms [2021-11-08 17:56:22 main:574] : INFO : Epoch 1859 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 1531.09 ms [2021-11-08 17:56:23 main:574] : INFO : Epoch 1860 | loss: 0.0311743 | val_loss: 0.0311756 | Time: 1566.96 ms [2021-11-08 17:56:25 main:574] : INFO : Epoch 1861 | loss: 0.0311744 | val_loss: 0.0311799 | Time: 1531.23 ms [2021-11-08 17:56:27 main:574] : INFO : Epoch 1862 | loss: 0.0311755 | val_loss: 0.0311893 | Time: 1540.6 ms [2021-11-08 17:56:28 main:574] : INFO : Epoch 1863 | loss: 0.0311737 | val_loss: 0.0311731 | Time: 1499.63 ms [2021-11-08 17:56:30 main:574] : INFO : Epoch 1864 | loss: 0.0311728 | val_loss: 0.0311852 | Time: 1542.57 ms [2021-11-08 17:56:31 main:574] : INFO : Epoch 1865 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 1547.69 ms [2021-11-08 17:56:33 main:574] : INFO : Epoch 1866 | loss: 0.0311732 | val_loss: 0.0311732 | Time: 1529.85 ms [2021-11-08 17:56:35 main:574] : INFO : Epoch 1867 | loss: 0.0311715 | val_loss: 0.0311727 | Time: 1513.62 ms [2021-11-08 17:56:36 main:574] : INFO : Epoch 1868 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 1535.36 ms [2021-11-08 17:56:38 main:574] : INFO : Epoch 1869 | loss: 0.0311713 | val_loss: 0.0311757 | Time: 1535.61 ms [2021-11-08 17:56:39 main:574] : INFO : Epoch 1870 | loss: 0.0311744 | val_loss: 0.0311747 | Time: 1590.28 ms [2021-11-08 17:56:41 main:574] : INFO : Epoch 1871 | loss: 0.0311714 | val_loss: 0.0311738 | Time: 1476.12 ms [2021-11-08 17:56:43 main:574] : INFO : Epoch 1872 | loss: 0.0311717 | val_loss: 0.0311733 | Time: 1695.29 ms [2021-11-08 17:56:44 main:574] : INFO : Epoch 1873 | loss: 0.0311723 | val_loss: 0.0311742 | Time: 1578.33 ms [2021-11-08 17:56:46 main:574] : INFO : Epoch 1874 | loss: 0.0311719 | val_loss: 0.0311746 | Time: 1508.13 ms [2021-11-08 17:56:47 main:574] : INFO : Epoch 1875 | loss: 0.0311722 | val_loss: 0.031173 | Time: 1509.09 ms [2021-11-08 17:56:49 main:574] : INFO : Epoch 1876 | loss: 0.0311707 | val_loss: 0.0311725 | Time: 1579.35 ms [2021-11-08 17:56:51 main:574] : INFO : Epoch 1877 | loss: 0.0311712 | val_loss: 0.0311738 | Time: 1579.13 ms [2021-11-08 17:56:52 main:574] : INFO : Epoch 1878 | loss: 0.0311727 | val_loss: 0.0311794 | Time: 1499.59 ms [2021-11-08 17:56:54 main:574] : INFO : Epoch 1879 | loss: 0.0311714 | val_loss: 0.0311735 | Time: 1548.46 ms [2021-11-08 17:56:55 main:574] : INFO : Epoch 1880 | loss: 0.0311707 | val_loss: 0.0311736 | Time: 1507.67 ms [2021-11-08 17:56:57 main:574] : INFO : Epoch 1881 | loss: 0.03117 | val_loss: 0.0311722 | Time: 1521.25 ms [2021-11-08 17:56:59 main:574] : INFO : Epoch 1882 | loss: 0.0311705 | val_loss: 0.031175 | Time: 1601.56 ms [2021-11-08 17:57:00 main:574] : INFO : Epoch 1883 | loss: 0.0311726 | val_loss: 0.0311765 | Time: 1586.68 ms [2021-11-08 17:57:02 main:574] : INFO : Epoch 1884 | loss: 0.0311733 | val_loss: 0.0311727 | Time: 1509.57 ms [2021-11-08 17:57:03 main:574] : INFO : Epoch 1885 | loss: 0.031172 | val_loss: 0.0311725 | Time: 1511.59 ms [2021-11-08 17:57:05 main:574] : INFO : Epoch 1886 | loss: 0.0311698 | val_loss: 0.0311736 | Time: 1550.51 ms [2021-11-08 17:57:07 main:574] : INFO : Epoch 1887 | loss: 0.031171 | val_loss: 0.031173 | Time: 1526.88 ms [2021-11-08 17:57:08 main:574] : INFO : Epoch 1888 | loss: 0.0311703 | val_loss: 0.0311722 | Time: 1536.14 ms [2021-11-08 17:57:10 main:574] : INFO : Epoch 1889 | loss: 0.0311712 | val_loss: 0.0311745 | Time: 1519.99 ms [2021-11-08 17:57:11 main:574] : INFO : Epoch 1890 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 1622.51 ms [2021-11-08 17:57:13 main:574] : INFO : Epoch 1891 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 1524.36 ms [2021-11-08 17:57:14 main:574] : INFO : Epoch 1892 | loss: 0.0311738 | val_loss: 0.031176 | Time: 1509.16 ms [2021-11-08 17:57:16 main:574] : INFO : Epoch 1893 | loss: 0.0311711 | val_loss: 0.0311744 | Time: 1582.32 ms [2021-11-08 17:57:18 main:574] : INFO : Epoch 1894 | loss: 0.0311694 | val_loss: 0.031173 | Time: 1558.91 ms [2021-11-08 17:57:19 main:574] : INFO : Epoch 1895 | loss: 0.0311706 | val_loss: 0.0311813 | Time: 1576.96 ms [2021-11-08 17:57:21 main:574] : INFO : Epoch 1896 | loss: 0.0311749 | val_loss: 0.0311766 | Time: 1547.17 ms [2021-11-08 17:57:23 main:574] : INFO : Epoch 1897 | loss: 0.0311724 | val_loss: 0.0311764 | Time: 1532.5 ms [2021-11-08 17:57:24 main:574] : INFO : Epoch 1898 | loss: 0.0311699 | val_loss: 0.0311753 | Time: 1542.96 ms [2021-11-08 17:57:26 main:574] : INFO : Epoch 1899 | loss: 0.0311706 | val_loss: 0.0311763 | Time: 1547.48 ms [2021-11-08 17:57:27 main:574] : INFO : Epoch 1900 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 1560.92 ms [2021-11-08 17:57:29 main:574] : INFO : Epoch 1901 | loss: 0.0311721 | val_loss: 0.031176 | Time: 1521.4 ms [2021-11-08 17:57:31 main:574] : INFO : Epoch 1902 | loss: 0.031174 | val_loss: 0.0311744 | Time: 1549.48 ms [2021-11-08 17:57:32 main:574] : INFO : Epoch 1903 | loss: 0.0311744 | val_loss: 0.0311769 | Time: 1567.32 ms [2021-11-08 17:57:34 main:574] : INFO : Epoch 1904 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 1548.73 ms [2021-11-08 17:57:35 main:574] : INFO : Epoch 1905 | loss: 0.0311698 | val_loss: 0.0311749 | Time: 1525.08 ms [2021-11-08 17:57:37 main:574] : INFO : Epoch 1906 | loss: 0.0311689 | val_loss: 0.0311743 | Time: 1547.99 ms [2021-11-08 17:57:39 main:574] : INFO : Epoch 1907 | loss: 0.0311692 | val_loss: 0.0311808 | Time: 1573.58 ms [2021-11-08 17:57:40 main:574] : INFO : Epoch 1908 | loss: 0.0311691 | val_loss: 0.0311749 | Time: 1582.21 ms [2021-11-08 17:57:42 main:574] : INFO : Epoch 1909 | loss: 0.0311685 | val_loss: 0.0311758 | Time: 1556.77 ms [2021-11-08 17:57:43 main:574] : INFO : Epoch 1910 | loss: 0.0311712 | val_loss: 0.0311763 | Time: 1511.33 ms [2021-11-08 17:57:45 main:574] : INFO : Epoch 1911 | loss: 0.0311714 | val_loss: 0.0311762 | Time: 1567.7 ms [2021-11-08 17:57:47 main:574] : INFO : Epoch 1912 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 1500.91 ms [2021-11-08 17:57:48 main:574] : INFO : Epoch 1913 | loss: 0.0311679 | val_loss: 0.0311745 | Time: 1491.38 ms [2021-11-08 17:57:50 main:574] : INFO : Epoch 1914 | loss: 0.0311694 | val_loss: 0.0311783 | Time: 1605.02 ms [2021-11-08 17:57:51 main:574] : INFO : Epoch 1915 | loss: 0.031168 | val_loss: 0.0311747 | Time: 1498.37 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1080 Ti) [2021-11-09 20:04:45 main:435] : INFO : Set logging level to 1 [2021-11-09 20:04:45 main:441] : INFO : Running in BOINC Client mode [2021-11-09 20:04:45 main:444] : INFO : Resolving all filenames [2021-11-09 20:04:46 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-09 20:04:46 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634617910-931-3_0_r291470757_1 (exists = 1) [2021-11-09 20:04:46 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634617910-931-3_0_r291470757_0 (exists = 0) [2021-11-09 20:04:46 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634617910-931-3 (exists = 1) [2021-11-09 20:04:47 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-09 20:04:47 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-09 20:04:47 main:474] : INFO : Configuration: [2021-11-09 20:04:47 main:475] : INFO : Model type: GRU [2021-11-09 20:04:48 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-09 20:04:48 main:477] : INFO : Max Epochs: 2048 [2021-11-09 20:04:48 main:478] : INFO : Batch Size: 128 [2021-11-09 20:04:48 main:479] : INFO : Learning Rate: 0.01 [2021-11-09 20:04:48 main:480] : INFO : Patience: 10 [2021-11-09 20:04:48 main:481] : INFO : Hidden Width: 12 [2021-11-09 20:04:48 main:482] : INFO : # Recurrent Layers: 4 [2021-11-09 20:04:49 main:483] : INFO : # Backend Layers: 4 [2021-11-09 20:04:49 main:484] : INFO : # Threads: 1 [2021-11-09 20:04:49 main:486] : INFO : Preparing Dataset [2021-11-09 20:04:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 20:04:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1080 Ti) [2021-11-11 19:23:11 main:435] : INFO : Set logging level to 1 [2021-11-11 19:23:11 main:441] : INFO : Running in BOINC Client mode [2021-11-11 19:23:11 main:444] : INFO : Resolving all filenames [2021-11-11 19:23:11 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-11 19:23:11 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634617910-931-3_0_r291470757_1 (exists = 1) [2021-11-11 19:23:11 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634617910-931-3_0_r291470757_0 (exists = 0) [2021-11-11 19:23:12 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634617910-931-3 (exists = 1) [2021-11-11 19:23:12 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-11 19:23:12 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-11 19:23:12 main:474] : INFO : Configuration: [2021-11-11 19:23:12 main:475] : INFO : Model type: GRU [2021-11-11 19:23:12 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-11 19:23:12 main:477] : INFO : Max Epochs: 2048 [2021-11-11 19:23:12 main:478] : INFO : Batch Size: 128 [2021-11-11 19:23:13 main:479] : INFO : Learning Rate: 0.01 [2021-11-11 19:23:13 main:480] : INFO : Patience: 10 [2021-11-11 19:23:13 main:481] : INFO : Hidden Width: 12 [2021-11-11 19:23:13 main:482] : INFO : # Recurrent Layers: 4 [2021-11-11 19:23:13 main:483] : INFO : # Backend Layers: 4 [2021-11-11 19:23:13 main:484] : INFO : # Threads: 1 [2021-11-11 19:23:13 main:486] : INFO : Preparing Dataset [2021-11-11 19:23:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-11 19:23:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-11 19:23:28 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-11 19:23:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-11 19:23:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-11 19:23:28 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-11 19:23:28 main:494] : INFO : Creating Model [2021-11-11 19:23:29 main:507] : INFO : Preparing config file [2021-11-11 19:23:29 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-11 19:23:29 main:512] : INFO : Loading config [2021-11-11 19:23:29 main:514] : INFO : Loading state [2021-11-11 19:23:39 main:559] : INFO : Loading DataLoader into Memory [2021-11-11 19:23:40 main:562] : INFO : Starting Training [2021-11-11 19:23:44 main:574] : INFO : Epoch 1899 | loss: 0.0315594 | val_loss: 0.0312474 | Time: 4617.64 ms [2021-11-11 19:23:46 main:574] : INFO : Epoch 1900 | loss: 0.0312461 | val_loss: 0.0312153 | Time: 1449.1 ms [2021-11-11 19:23:48 main:574] : INFO : Epoch 1901 | loss: 0.0312099 | val_loss: 0.0311884 | Time: 1485.08 ms [2021-11-11 19:23:49 main:574] : INFO : Epoch 1902 | loss: 0.0311859 | val_loss: 0.031178 | Time: 1566.07 ms [2021-11-11 19:23:51 main:574] : INFO : Epoch 1903 | loss: 0.0311802 | val_loss: 0.0311763 | Time: 1511.61 ms [2021-11-11 19:23:52 main:574] : INFO : Epoch 1904 | loss: 0.0311773 | val_loss: 0.0311744 | Time: 1468.26 ms [2021-11-11 19:23:54 main:574] : INFO : Epoch 1905 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 1471.3 ms [2021-11-11 19:23:56 main:574] : INFO : Epoch 1906 | loss: 0.0311774 | val_loss: 0.0311744 | Time: 1435.54 ms [2021-11-11 19:23:57 main:574] : INFO : Epoch 1907 | loss: 0.0311742 | val_loss: 0.0311699 | Time: 1490.95 ms [2021-11-11 19:23:59 main:574] : INFO : Epoch 1908 | loss: 0.0311734 | val_loss: 0.031169 | Time: 1547.42 ms [2021-11-11 19:24:01 main:574] : INFO : Epoch 1909 | loss: 0.0311714 | val_loss: 0.0311688 | Time: 1523.69 ms [2021-11-11 19:24:02 main:574] : INFO : Epoch 1910 | loss: 0.0311712 | val_loss: 0.0311721 | Time: 1447.42 ms [2021-11-11 19:24:04 main:574] : INFO : Epoch 1911 | loss: 0.0311716 | val_loss: 0.0311716 | Time: 1493.77 ms [2021-11-11 19:24:05 main:574] : INFO : Epoch 1912 | loss: 0.0311712 | val_loss: 0.0311696 | Time: 1435.92 ms [2021-11-11 19:24:07 main:574] : INFO : Epoch 1913 | loss: 0.031172 | val_loss: 0.0311697 | Time: 1447.21 ms [2021-11-11 19:24:09 main:574] : INFO : Epoch 1914 | loss: 0.0311709 | val_loss: 0.0311722 | Time: 1499.21 ms [2021-11-11 19:24:10 main:574] : INFO : Epoch 1915 | loss: 0.0311708 | val_loss: 0.031171 | Time: 1544.49 ms [2021-11-11 19:24:12 main:574] : INFO : Epoch 1916 | loss: 0.0311727 | val_loss: 0.0311766 | Time: 1463.69 ms [2021-11-11 19:24:13 main:574] : INFO : Epoch 1917 | loss: 0.0311752 | val_loss: 0.0311736 | Time: 1451.87 ms [2021-11-11 19:24:15 main:574] : INFO : Epoch 1918 | loss: 0.0311745 | val_loss: 0.0311743 | Time: 1494.5 ms [2021-11-11 19:24:17 main:574] : INFO : Epoch 1919 | loss: 0.0311738 | val_loss: 0.0311749 | Time: 1464.56 ms [2021-11-11 19:24:18 main:574] : INFO : Epoch 1920 | loss: 0.0311742 | val_loss: 0.0311757 | Time: 1424.66 ms [2021-11-11 19:24:20 main:574] : INFO : Epoch 1921 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 1506.49 ms [2021-11-11 19:24:22 main:574] : INFO : Epoch 1922 | loss: 0.0311754 | val_loss: 0.0311819 | Time: 1503.04 ms [2021-11-11 19:24:23 main:574] : INFO : Epoch 1923 | loss: 0.0311764 | val_loss: 0.0311765 | Time: 1452.2 ms [2021-11-11 19:24:25 main:574] : INFO : Epoch 1924 | loss: 0.0311742 | val_loss: 0.0311761 | Time: 1486.47 ms [2021-11-11 19:24:26 main:574] : INFO : Epoch 1925 | loss: 0.0311734 | val_loss: 0.0311756 | Time: 1490.41 ms [2021-11-11 19:24:28 main:574] : INFO : Epoch 1926 | loss: 0.031173 | val_loss: 0.0311783 | Time: 1482.43 ms [2021-11-11 19:24:30 main:574] : INFO : Epoch 1927 | loss: 0.031174 | val_loss: 0.0311752 | Time: 1480.16 ms [2021-11-11 19:24:31 main:574] : INFO : Epoch 1928 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 1517.64 ms [2021-11-11 19:24:33 main:574] : INFO : Epoch 1929 | loss: 0.0311706 | val_loss: 0.0311742 | Time: 1465.53 ms [2021-11-11 19:24:35 main:574] : INFO : Epoch 1930 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 1502.8 ms [2021-11-11 19:24:36 main:574] : INFO : Epoch 1931 | loss: 0.0311741 | val_loss: 0.0311756 | Time: 1452.46 ms [2021-11-11 19:24:38 main:574] : INFO : Epoch 1932 | loss: 0.0311724 | val_loss: 0.0311751 | Time: 1467.99 ms [2021-11-11 19:24:39 main:574] : INFO : Epoch 1933 | loss: 0.031171 | val_loss: 0.0311709 | Time: 1473.14 ms [2021-11-11 19:24:41 main:574] : INFO : Epoch 1934 | loss: 0.0311693 | val_loss: 0.0311716 | Time: 1507.84 ms [2021-11-11 19:24:43 main:574] : INFO : Epoch 1935 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 1511.99 ms [2021-11-11 19:24:44 main:574] : INFO : Epoch 1936 | loss: 0.0311785 | val_loss: 0.0311752 | Time: 1458.37 ms [2021-11-11 19:24:46 main:574] : INFO : Epoch 1937 | loss: 0.0311759 | val_loss: 0.0311755 | Time: 1468.58 ms [2021-11-11 19:24:47 main:574] : INFO : Epoch 1938 | loss: 0.0311791 | val_loss: 0.0311736 | Time: 1483.57 ms [2021-11-11 19:24:49 main:574] : INFO : Epoch 1939 | loss: 0.031175 | val_loss: 0.0311727 | Time: 1546.87 ms [2021-11-11 19:24:51 main:574] : INFO : Epoch 1940 | loss: 0.0311738 | val_loss: 0.0311729 | Time: 1555.2 ms [2021-11-11 19:24:52 main:574] : INFO : Epoch 1941 | loss: 0.0311742 | val_loss: 0.0311731 | Time: 1501.43 ms [2021-11-11 19:24:54 main:574] : INFO : Epoch 1942 | loss: 0.0311744 | val_loss: 0.0311736 | Time: 1459.54 ms [2021-11-11 19:24:56 main:574] : INFO : Epoch 1943 | loss: 0.0311716 | val_loss: 0.0311734 | Time: 1463.27 ms [2021-11-11 19:24:57 main:574] : INFO : Epoch 1944 | loss: 0.0311713 | val_loss: 0.0311722 | Time: 1464.02 ms [2021-11-11 19:24:59 main:574] : INFO : Epoch 1945 | loss: 0.0311729 | val_loss: 0.0311755 | Time: 1474.91 ms [2021-11-11 19:25:01 main:574] : INFO : Epoch 1946 | loss: 0.0311722 | val_loss: 0.0311726 | Time: 1473.1 ms [2021-11-11 19:25:02 main:574] : INFO : Epoch 1947 | loss: 0.0311739 | val_loss: 0.03118 | Time: 1516.43 ms [2021-11-11 19:25:04 main:574] : INFO : Epoch 1948 | loss: 0.0311734 | val_loss: 0.0311724 | Time: 1485.55 ms [2021-11-11 19:25:05 main:574] : INFO : Epoch 1949 | loss: 0.0311707 | val_loss: 0.0311723 | Time: 1474.36 ms [2021-11-11 19:25:07 main:574] : INFO : Epoch 1950 | loss: 0.0311702 | val_loss: 0.0311712 | Time: 1486.89 ms [2021-11-11 19:25:09 main:574] : INFO : Epoch 1951 | loss: 0.0311722 | val_loss: 0.0311733 | Time: 1446.41 ms [2021-11-11 19:25:10 main:574] : INFO : Epoch 1952 | loss: 0.0311708 | val_loss: 0.0311717 | Time: 1460.17 ms [2021-11-11 19:25:12 main:574] : INFO : Epoch 1953 | loss: 0.0311714 | val_loss: 0.0311711 | Time: 1506.76 ms [2021-11-11 19:25:14 main:574] : INFO : Epoch 1954 | loss: 0.03117 | val_loss: 0.0311728 | Time: 1527.4 ms [2021-11-11 19:25:15 main:574] : INFO : Epoch 1955 | loss: 0.0311713 | val_loss: 0.0311764 | Time: 1449.45 ms [2021-11-11 19:25:17 main:574] : INFO : Epoch 1956 | loss: 0.0311698 | val_loss: 0.0311733 | Time: 1453.31 ms [2021-11-11 19:25:18 main:574] : INFO : Epoch 1957 | loss: 0.0311687 | val_loss: 0.0311714 | Time: 1471.08 ms [2021-11-11 19:25:20 main:574] : INFO : Epoch 1958 | loss: 0.0311682 | val_loss: 0.0311745 | Time: 1465.75 ms [2021-11-11 19:25:22 main:574] : INFO : Epoch 1959 | loss: 0.0311696 | val_loss: 0.0311713 | Time: 1505.76 ms [2021-11-11 19:25:23 main:574] : INFO : Epoch 1960 | loss: 0.0311697 | val_loss: 0.0311755 | Time: 1507.33 ms [2021-11-11 19:25:25 main:574] : INFO : Epoch 1961 | loss: 0.0311703 | val_loss: 0.0311732 | Time: 1482.11 ms [2021-11-11 19:25:27 main:574] : INFO : Epoch 1962 | loss: 0.0311762 | val_loss: 0.0311753 | Time: 1427.63 ms [2021-11-11 19:25:28 main:574] : INFO : Epoch 1963 | loss: 0.0311719 | val_loss: 0.0311859 | Time: 1499.58 ms [2021-11-11 19:25:30 main:574] : INFO : Epoch 1964 | loss: 0.0311753 | val_loss: 0.0311756 | Time: 1521.2 ms [2021-11-11 19:25:31 main:574] : INFO : Epoch 1965 | loss: 0.0311701 | val_loss: 0.0311714 | Time: 1433.46 ms [2021-11-11 19:25:33 main:574] : INFO : Epoch 1966 | loss: 0.0311711 | val_loss: 0.0311772 | Time: 1479.85 ms [2021-11-11 19:25:35 main:574] : INFO : Epoch 1967 | loss: 0.0311697 | val_loss: 0.031173 | Time: 1522.6 ms [2021-11-11 19:25:36 main:574] : INFO : Epoch 1968 | loss: 0.0311687 | val_loss: 0.0311704 | Time: 1439.73 ms [2021-11-11 19:25:38 main:574] : INFO : Epoch 1969 | loss: 0.0311681 | val_loss: 0.031175 | Time: 1511.99 ms [2021-11-11 19:25:40 main:574] : INFO : Epoch 1970 | loss: 0.0311724 | val_loss: 0.0311706 | Time: 1460.05 ms [2021-11-11 19:25:41 main:574] : INFO : Epoch 1971 | loss: 0.031171 | val_loss: 0.0311714 | Time: 1451.5 ms [2021-11-11 19:25:43 main:574] : INFO : Epoch 1972 | loss: 0.0311691 | val_loss: 0.0311713 | Time: 1476.78 ms [2021-11-11 19:25:44 main:574] : INFO : Epoch 1973 | loss: 0.0311684 | val_loss: 0.0311721 | Time: 1515.2 ms [2021-11-11 19:25:46 main:574] : INFO : Epoch 1974 | loss: 0.0311679 | val_loss: 0.0311713 | Time: 1411.54 ms [2021-11-11 19:25:47 main:574] : INFO : Epoch 1975 | loss: 0.0311692 | val_loss: 0.0311715 | Time: 1441.03 ms [2021-11-11 19:25:49 main:574] : INFO : Epoch 1976 | loss: 0.0311673 | val_loss: 0.0311708 | Time: 1503.05 ms [2021-11-11 19:25:51 main:574] : INFO : Epoch 1977 | loss: 0.0311666 | val_loss: 0.0311703 | Time: 1435.86 ms [2021-11-11 19:25:52 main:574] : INFO : Epoch 1978 | loss: 0.0311672 | val_loss: 0.0311739 | Time: 1433.77 ms [2021-11-11 19:25:54 main:574] : INFO : Epoch 1979 | loss: 0.0311672 | val_loss: 0.0311696 | Time: 1498.67 ms [2021-11-11 19:25:56 main:574] : INFO : Epoch 1980 | loss: 0.0311677 | val_loss: 0.0311764 | Time: 1550.26 ms [2021-11-11 19:25:57 main:574] : INFO : Epoch 1981 | loss: 0.0311684 | val_loss: 0.0311712 | Time: 1436.93 ms [2021-11-11 19:25:59 main:574] : INFO : Epoch 1982 | loss: 0.0311663 | val_loss: 0.0311704 | Time: 1484.36 ms [2021-11-11 19:26:01 main:574] : INFO : Epoch 1983 | loss: 0.0311686 | val_loss: 0.0311716 | Time: 1453.27 ms [2021-11-11 19:26:02 main:574] : INFO : Epoch 1984 | loss: 0.0311681 | val_loss: 0.0311746 | Time: 1475.7 ms [2021-11-11 19:26:04 main:574] : INFO : Epoch 1985 | loss: 0.0311666 | val_loss: 0.0311727 | Time: 1586.2 ms [2021-11-11 19:26:06 main:574] : INFO : Epoch 1986 | loss: 0.0311691 | val_loss: 0.0311699 | Time: 1546.42 ms [2021-11-11 19:26:07 main:574] : INFO : Epoch 1987 | loss: 0.0311697 | val_loss: 0.0311705 | Time: 1486.83 ms [2021-11-11 19:26:09 main:574] : INFO : Epoch 1988 | loss: 0.03117 | val_loss: 0.0311706 | Time: 1682.7 ms [2021-11-11 19:26:11 main:574] : INFO : Epoch 1989 | loss: 0.0311709 | val_loss: 0.0311723 | Time: 1721.37 ms [2021-11-11 19:26:13 main:574] : INFO : Epoch 1990 | loss: 0.0311708 | val_loss: 0.0311716 | Time: 1626.85 ms [2021-11-11 19:26:15 main:574] : INFO : Epoch 1991 | loss: 0.0311714 | val_loss: 0.0311706 | Time: 1801.29 ms [2021-11-11 19:26:17 main:574] : INFO : Epoch 1992 | loss: 0.0311693 | val_loss: 0.0311705 | Time: 1962.75 ms [2021-11-11 19:26:18 main:574] : INFO : Epoch 1993 | loss: 0.0311705 | val_loss: 0.0311721 | Time: 1628.46 ms [2021-11-11 19:26:20 main:574] : INFO : Epoch 1994 | loss: 0.0311693 | val_loss: 0.0311706 | Time: 1605.26 ms [2021-11-11 19:26:22 main:574] : INFO : Epoch 1995 | loss: 0.0311699 | val_loss: 0.0311711 | Time: 1551.09 ms [2021-11-11 19:26:23 main:574] : INFO : Epoch 1996 | loss: 0.0311694 | val_loss: 0.0311709 | Time: 1490.22 ms [2021-11-11 19:26:25 main:574] : INFO : Epoch 1997 | loss: 0.0311705 | val_loss: 0.0311727 | Time: 1450.86 ms [2021-11-11 19:26:27 main:574] : INFO : Epoch 1998 | loss: 0.03117 | val_loss: 0.0311737 | Time: 1486.69 ms [2021-11-11 19:26:28 main:574] : INFO : Epoch 1999 | loss: 0.0311701 | val_loss: 0.0311705 | Time: 1490.95 ms [2021-11-11 19:26:30 main:574] : INFO : Epoch 2000 | loss: 0.0311712 | val_loss: 0.0311717 | Time: 1450.77 ms [2021-11-11 19:26:31 main:574] : INFO : Epoch 2001 | loss: 0.0311708 | val_loss: 0.0311713 | Time: 1424.9 ms [2021-11-11 19:26:33 main:574] : INFO : Epoch 2002 | loss: 0.031169 | val_loss: 0.0311718 | Time: 1489.7 ms [2021-11-11 19:26:34 main:574] : INFO : Epoch 2003 | loss: 0.031169 | val_loss: 0.0311717 | Time: 1485.21 ms [2021-11-11 19:26:36 main:574] : INFO : Epoch 2004 | loss: 0.0311701 | val_loss: 0.0311708 | Time: 1447.56 ms [2021-11-11 19:26:38 main:574] : INFO : Epoch 2005 | loss: 0.0311689 | val_loss: 0.0311715 | Time: 1526.83 ms [2021-11-11 19:26:39 main:574] : INFO : Epoch 2006 | loss: 0.0311693 | val_loss: 0.0311713 | Time: 1446.17 ms [2021-11-11 19:26:41 main:574] : INFO : Epoch 2007 | loss: 0.0311681 | val_loss: 0.0311699 | Time: 1458.71 ms [2021-11-11 19:26:43 main:574] : INFO : Epoch 2008 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 1545.01 ms [2021-11-11 19:26:45 main:574] : INFO : Epoch 2009 | loss: 0.0311687 | val_loss: 0.0311731 | Time: 1466.47 ms [2021-11-11 19:26:46 main:574] : INFO : Epoch 2010 | loss: 0.0311681 | val_loss: 0.0311694 | Time: 1419.35 ms [2021-11-11 19:26:48 main:574] : INFO : Epoch 2011 | loss: 0.0311701 | val_loss: 0.0311734 | Time: 1513.2 ms [2021-11-11 19:26:49 main:574] : INFO : Epoch 2012 | loss: 0.0311759 | val_loss: 0.0311751 | Time: 1478.38 ms [2021-11-11 19:26:51 main:574] : INFO : Epoch 2013 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 1458.59 ms [2021-11-11 19:26:53 main:574] : INFO : Epoch 2014 | loss: 0.0311795 | val_loss: 0.0311763 | Time: 1520.09 ms [2021-11-11 19:26:54 main:574] : INFO : Epoch 2015 | loss: 0.0311782 | val_loss: 0.0311781 | Time: 1521.8 ms [2021-11-11 19:26:56 main:574] : INFO : Epoch 2016 | loss: 0.0311782 | val_loss: 0.0311779 | Time: 1431.49 ms [2021-11-11 19:26:57 main:574] : INFO : Epoch 2017 | loss: 0.031181 | val_loss: 0.0311793 | Time: 1461.4 ms [2021-11-11 19:26:59 main:574] : INFO : Epoch 2018 | loss: 0.031178 | val_loss: 0.0311775 | Time: 1553.98 ms [2021-11-11 19:27:01 main:574] : INFO : Epoch 2019 | loss: 0.0311809 | val_loss: 0.0311821 | Time: 1569.31 ms [2021-11-11 19:27:02 main:574] : INFO : Epoch 2020 | loss: 0.0311797 | val_loss: 0.0311773 | Time: 1520.54 ms [2021-11-11 19:27:04 main:574] : INFO : Epoch 2021 | loss: 0.0311766 | val_loss: 0.0311765 | Time: 1766.72 ms [2021-11-11 19:27:09 main:574] : INFO : Epoch 2022 | loss: 0.0311766 | val_loss: 0.0311769 | Time: 4337.18 ms [2021-11-11 19:27:11 main:574] : INFO : Epoch 2023 | loss: 0.0311761 | val_loss: 0.0311765 | Time: 2283.41 ms [2021-11-11 19:27:14 main:574] : INFO : Epoch 2024 | loss: 0.0311761 | val_loss: 0.0311764 | Time: 2837.65 ms [2021-11-11 19:27:36 main:574] : INFO : Epoch 2025 | loss: 0.0311773 | val_loss: 0.0311774 | Time: 23294.8 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1080 Ti) [2021-11-11 19:27:45 main:435] : INFO : Set logging level to 1 [2021-11-11 19:27:46 main:441] : INFO : Running in BOINC Client mode [2021-11-11 19:27:46 main:444] : INFO : Resolving all filenames [2021-11-11 19:27:46 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-11 19:27:46 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634617910-931-3_0_r291470757_1 (exists = 1) [2021-11-11 19:27:46 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634617910-931-3_0_r291470757_0 (exists = 0) [2021-11-11 19:27:46 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634617910-931-3 (exists = 1) [2021-11-11 19:27:46 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-11 19:27:46 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-11 19:27:47 main:474] : INFO : Configuration: [2021-11-11 19:27:47 main:475] : INFO : Model type: GRU [2021-11-11 19:27:47 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-11 19:27:47 main:477] : INFO : Max Epochs: 2048 [2021-11-11 19:27:47 main:478] : INFO : Batch Size: 128 [2021-11-11 19:27:47 main:479] : INFO : Learning Rate: 0.01 [2021-11-11 19:27:47 main:480] : INFO : Patience: 10 [2021-11-11 19:27:47 main:481] : INFO : Hidden Width: 12 [2021-11-11 19:27:47 main:482] : INFO : # Recurrent Layers: 4 [2021-11-11 19:27:48 main:483] : INFO : # Backend Layers: 4 [2021-11-11 19:27:48 main:484] : INFO : # Threads: 1 [2021-11-11 19:27:48 main:486] : INFO : Preparing Dataset [2021-11-11 19:27:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-11 19:27:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-11 19:27:51 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-11 19:27:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-11 19:27:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-11 19:27:51 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-11 19:27:51 main:494] : INFO : Creating Model [2021-11-11 19:27:51 main:507] : INFO : Preparing config file [2021-11-11 19:27:52 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-11 19:27:52 main:512] : INFO : Loading config [2021-11-11 19:27:52 main:514] : INFO : Loading state [2021-11-11 19:27:53 main:559] : INFO : Loading DataLoader into Memory [2021-11-11 19:27:53 main:562] : INFO : Starting Training [2021-11-11 19:27:56 main:574] : INFO : Epoch 2002 | loss: 0.0313009 | val_loss: 0.0312064 | Time: 2304.85 ms [2021-11-11 19:27:58 main:574] : INFO : Epoch 2003 | loss: 0.0311939 | val_loss: 0.0311798 | Time: 1988.22 ms [2021-11-11 19:28:00 main:574] : INFO : Epoch 2004 | loss: 0.031176 | val_loss: 0.0311705 | Time: 2089.8 ms [2021-11-11 19:28:03 main:574] : INFO : Epoch 2005 | loss: 0.0311727 | val_loss: 0.031173 | Time: 1941.2 ms [2021-11-11 19:28:05 main:574] : INFO : Epoch 2006 | loss: 0.0311769 | val_loss: 0.0311738 | Time: 2017.62 ms [2021-11-11 19:28:07 main:574] : INFO : Epoch 2007 | loss: 0.0311719 | val_loss: 0.0311717 | Time: 2045.96 ms [2021-11-11 19:28:09 main:574] : INFO : Epoch 2008 | loss: 0.0311721 | val_loss: 0.0311728 | Time: 2003.73 ms [2021-11-11 19:28:11 main:574] : INFO : Epoch 2009 | loss: 0.0311696 | val_loss: 0.0311707 | Time: 1730.15 ms [2021-11-11 19:28:13 main:574] : INFO : Epoch 2010 | loss: 0.0311699 | val_loss: 0.031171 | Time: 1762.92 ms [2021-11-11 19:28:15 main:574] : INFO : Epoch 2011 | loss: 0.0311698 | val_loss: 0.0311693 | Time: 1815.04 ms [2021-11-11 19:28:17 main:574] : INFO : Epoch 2012 | loss: 0.0311686 | val_loss: 0.0311728 | Time: 1722.39 ms [2021-11-11 19:28:19 main:574] : INFO : Epoch 2013 | loss: 0.0311691 | val_loss: 0.0311681 | Time: 1721.04 ms [2021-11-11 19:28:21 main:574] : INFO : Epoch 2014 | loss: 0.0311679 | val_loss: 0.0311677 | Time: 1767.02 ms [2021-11-11 19:28:22 main:574] : INFO : Epoch 2015 | loss: 0.0311685 | val_loss: 0.0311713 | Time: 1668.47 ms [2021-11-11 19:28:24 main:574] : INFO : Epoch 2016 | loss: 0.0311693 | val_loss: 0.0311696 | Time: 1668.14 ms [2021-11-11 19:28:26 main:574] : INFO : Epoch 2017 | loss: 0.0311676 | val_loss: 0.0311693 | Time: 1647.41 ms [2021-11-11 19:28:28 main:574] : INFO : Epoch 2018 | loss: 0.0311681 | val_loss: 0.0311685 | Time: 1661.45 ms [2021-11-11 19:28:30 main:574] : INFO : Epoch 2019 | loss: 0.0311677 | val_loss: 0.0311707 | Time: 1704.17 ms [2021-11-11 19:28:31 main:574] : INFO : Epoch 2020 | loss: 0.031167 | val_loss: 0.0311688 | Time: 1780.95 ms [2021-11-11 19:28:33 main:574] : INFO : Epoch 2021 | loss: 0.0311669 | val_loss: 0.0311691 | Time: 1716.96 ms [2021-11-11 19:28:35 main:574] : INFO : Epoch 2022 | loss: 0.0311654 | val_loss: 0.0311696 | Time: 1773.26 ms [2021-11-11 19:28:37 main:574] : INFO : Epoch 2023 | loss: 0.0311684 | val_loss: 0.0311716 | Time: 1719.14 ms [2021-11-11 19:28:39 main:574] : INFO : Epoch 2024 | loss: 0.0311675 | val_loss: 0.0311687 | Time: 1776.26 ms [2021-11-11 19:28:41 main:574] : INFO : Epoch 2025 | loss: 0.031165 | val_loss: 0.0311694 | Time: 1753.79 ms [2021-11-11 19:28:43 main:574] : INFO : Epoch 2026 | loss: 0.0311655 | val_loss: 0.0311699 | Time: 1759.54 ms [2021-11-11 19:28:45 main:574] : INFO : Epoch 2027 | loss: 0.0311675 | val_loss: 0.0311707 | Time: 1748.7 ms [2021-11-11 19:28:46 main:574] : INFO : Epoch 2028 | loss: 0.031166 | val_loss: 0.03117 | Time: 1710.07 ms [2021-11-11 19:28:48 main:574] : INFO : Epoch 2029 | loss: 0.0311662 | val_loss: 0.0311709 | Time: 1727.33 ms [2021-11-11 19:28:50 main:574] : INFO : Epoch 2030 | loss: 0.0311684 | val_loss: 0.0311709 | Time: 1780.08 ms [2021-11-11 19:28:52 main:574] : INFO : Epoch 2031 | loss: 0.0311657 | val_loss: 0.031169 | Time: 1825.82 ms [2021-11-11 19:28:54 main:574] : INFO : Epoch 2032 | loss: 0.0311657 | val_loss: 0.0311699 | Time: 1788.89 ms [2021-11-11 19:28:56 main:574] : INFO : Epoch 2033 | loss: 0.0311669 | val_loss: 0.0311727 | Time: 1783.4 ms [2021-11-11 19:28:58 main:574] : INFO : Epoch 2034 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 1789.97 ms [2021-11-11 19:29:00 main:574] : INFO : Epoch 2035 | loss: 0.0311639 | val_loss: 0.0311688 | Time: 1817.03 ms [2021-11-11 19:29:02 main:574] : INFO : Epoch 2036 | loss: 0.0311657 | val_loss: 0.0311725 | Time: 1840.61 ms [2021-11-11 19:29:04 main:574] : INFO : Epoch 2037 | loss: 0.0311691 | val_loss: 0.0311701 | Time: 1811.24 ms [2021-11-11 19:29:05 main:574] : INFO : Epoch 2038 | loss: 0.0311696 | val_loss: 0.0311701 | Time: 1539.39 ms [2021-11-11 19:29:07 main:574] : INFO : Epoch 2039 | loss: 0.0311679 | val_loss: 0.0311709 | Time: 1501.15 ms [2021-11-11 19:29:09 main:574] : INFO : Epoch 2040 | loss: 0.0311677 | val_loss: 0.0311698 | Time: 1479.4 ms [2021-11-11 19:29:11 main:574] : INFO : Epoch 2041 | loss: 0.0311665 | val_loss: 0.0311704 | Time: 1460.25 ms [2021-11-11 19:29:12 main:574] : INFO : Epoch 2042 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 1541.07 ms [2021-11-11 19:29:14 main:574] : INFO : Epoch 2043 | loss: 0.0311665 | val_loss: 0.0311717 | Time: 1495.53 ms [2021-11-11 19:29:15 main:574] : INFO : Epoch 2044 | loss: 0.0311653 | val_loss: 0.0311698 | Time: 1489.25 ms [2021-11-11 19:29:17 main:574] : INFO : Epoch 2045 | loss: 0.0311658 | val_loss: 0.0311676 | Time: 1463.78 ms [2021-11-11 19:29:19 main:574] : INFO : Epoch 2046 | loss: 0.0311655 | val_loss: 0.0311673 | Time: 1524.44 ms [2021-11-11 19:29:20 main:574] : INFO : Epoch 2047 | loss: 0.0311648 | val_loss: 0.0311688 | Time: 1482.86 ms [2021-11-11 19:29:22 main:574] : INFO : Epoch 2048 | loss: 0.0311651 | val_loss: 0.0311692 | Time: 1452.87 ms [2021-11-11 19:29:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311692 [2021-11-11 19:29:22 main:603] : INFO : Saving end state to config to file [2021-11-11 19:29:22 main:608] : INFO : Success, exiting.. 19:29:22 (16404): 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)