Task 5394970
| Name | ParityMachine-1624422205-7211-0_0 |
| Workunit | 3261368 |
| Created | 23 Jun 2021, 4:23:28 UTC |
| Sent | 23 Jun 2021, 9:54:55 UTC |
| Report deadline | 1 Jul 2021, 9:54:55 UTC |
| Received | 26 Jun 2021, 20:35:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7320 |
| Run time | 59 min 39 sec |
| CPU time | 57 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,031.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version> <![CDATA[ <stderr_txt> 59 | Time: 1640.85 ms [2021-06-26 21:52:38 main:574] : INFO : Epoch 1643 | loss: 0.0310085 | val_loss: 0.0312575 | Time: 1653.37 ms [2021-06-26 21:52:40 main:574] : INFO : Epoch 1644 | loss: 0.0310074 | val_loss: 0.0312883 | Time: 1638.07 ms [2021-06-26 21:52:41 main:574] : INFO : Epoch 1645 | loss: 0.0310065 | val_loss: 0.0312782 | Time: 1626.54 ms [2021-06-26 21:52:43 main:574] : INFO : Epoch 1646 | loss: 0.0309996 | val_loss: 0.031279 | Time: 1636.54 ms [2021-06-26 21:52:44 main:574] : INFO : Epoch 1647 | loss: 0.0309993 | val_loss: 0.0312771 | Time: 1616.45 ms [2021-06-26 21:52:46 main:574] : INFO : Epoch 1648 | loss: 0.0310086 | val_loss: 0.0312532 | Time: 1636.04 ms [2021-06-26 21:52:48 main:574] : INFO : Epoch 1649 | loss: 0.0310219 | val_loss: 0.031248 | Time: 1658.87 ms [2021-06-26 21:52:49 main:574] : INFO : Epoch 1650 | loss: 0.0310127 | val_loss: 0.031271 | Time: 1611.06 ms [2021-06-26 21:52:51 main:574] : INFO : Epoch 1651 | loss: 0.0310052 | val_loss: 0.0312732 | Time: 1724.42 ms [2021-06-26 21:52:53 main:574] : INFO : Epoch 1652 | loss: 0.031003 | val_loss: 0.0312761 | Time: 1684.72 ms [2021-06-26 21:52:54 main:574] : INFO : Epoch 1653 | loss: 0.0310027 | val_loss: 0.0312493 | Time: 1622.27 ms [2021-06-26 21:52:56 main:574] : INFO : Epoch 1654 | loss: 0.0310171 | val_loss: 0.0312621 | Time: 1615.19 ms [2021-06-26 21:52:58 main:574] : INFO : Epoch 1655 | loss: 0.031015 | val_loss: 0.0313195 | Time: 1657.33 ms [2021-06-26 21:52:59 main:574] : INFO : Epoch 1656 | loss: 0.031016 | val_loss: 0.0313241 | Time: 1660.1 ms [2021-06-26 21:53:01 main:574] : INFO : Epoch 1657 | loss: 0.0310273 | val_loss: 0.0313134 | Time: 1655.79 ms [2021-06-26 21:53:03 main:574] : INFO : Epoch 1658 | loss: 0.0310187 | val_loss: 0.0313067 | Time: 1654.66 ms [2021-06-26 21:53:04 main:574] : INFO : Epoch 1659 | loss: 0.0310267 | val_loss: 0.0312929 | Time: 1727.12 ms [2021-06-26 21:53:06 main:574] : INFO : Epoch 1660 | loss: 0.0310196 | val_loss: 0.0312438 | Time: 1692.14 ms [2021-06-26 21:53:08 main:574] : INFO : Epoch 1661 | loss: 0.0310252 | val_loss: 0.0312475 | Time: 1699.63 ms [2021-06-26 21:53:10 main:574] : INFO : Epoch 1662 | loss: 0.0310174 | val_loss: 0.031242 | Time: 1672.9 ms [2021-06-26 21:53:11 main:574] : INFO : Epoch 1663 | loss: 0.0310052 | val_loss: 0.031297 | Time: 1676.82 ms [2021-06-26 21:53:13 main:574] : INFO : Epoch 1664 | loss: 0.0310141 | val_loss: 0.0312804 | Time: 1677.01 ms [2021-06-26 21:53:15 main:574] : INFO : Epoch 1665 | loss: 0.0310126 | val_loss: 0.0312776 | Time: 1624.03 ms [2021-06-26 21:53:16 main:574] : INFO : Epoch 1666 | loss: 0.031007 | val_loss: 0.0312713 | Time: 1650.37 ms [2021-06-26 21:53:18 main:574] : INFO : Epoch 1667 | loss: 0.0310119 | val_loss: 0.0312673 | Time: 1689.47 ms [2021-06-26 21:53:20 main:574] : INFO : Epoch 1668 | loss: 0.0310217 | val_loss: 0.0312433 | Time: 1677.25 ms [2021-06-26 21:53:21 main:574] : INFO : Epoch 1669 | loss: 0.0310215 | val_loss: 0.0312429 | Time: 1658.58 ms [2021-06-26 21:53:23 main:574] : INFO : Epoch 1670 | loss: 0.0310085 | val_loss: 0.0312667 | Time: 1646.46 ms [2021-06-26 21:53:25 main:574] : INFO : Epoch 1671 | loss: 0.0310055 | val_loss: 0.031296 | Time: 1659.78 ms [2021-06-26 21:53:26 main:574] : INFO : Epoch 1672 | loss: 0.0310189 | val_loss: 0.0312669 | Time: 1651.71 ms [2021-06-26 21:53:28 main:574] : INFO : Epoch 1673 | loss: 0.0310164 | val_loss: 0.031276 | Time: 1677.07 ms [2021-06-26 21:53:30 main:574] : INFO : Epoch 1674 | loss: 0.0310131 | val_loss: 0.0312762 | Time: 1682.26 ms [2021-06-26 21:53:31 main:574] : INFO : Epoch 1675 | loss: 0.0310125 | val_loss: 0.0312535 | Time: 1664.66 ms [2021-06-26 21:53:33 main:574] : INFO : Epoch 1676 | loss: 0.0310136 | val_loss: 0.0312635 | Time: 1680.42 ms [2021-06-26 21:53:35 main:574] : INFO : Epoch 1677 | loss: 0.0310093 | val_loss: 0.0312606 | Time: 1671.56 ms [2021-06-26 21:53:36 main:574] : INFO : Epoch 1678 | loss: 0.0310166 | val_loss: 0.0312891 | Time: 1669.91 ms [2021-06-26 21:53:38 main:574] : INFO : Epoch 1679 | loss: 0.0310061 | val_loss: 0.0312974 | Time: 1650.39 ms [2021-06-26 21:53:40 main:574] : INFO : Epoch 1680 | loss: 0.0310062 | val_loss: 0.0312614 | Time: 1645.68 ms [2021-06-26 21:53:41 main:574] : INFO : Epoch 1681 | loss: 0.0310089 | val_loss: 0.0313033 | Time: 1668 ms [2021-06-26 21:53:43 main:574] : INFO : Epoch 1682 | loss: 0.0310078 | val_loss: 0.0312693 | Time: 1674.23 ms [2021-06-26 21:53:45 main:574] : INFO : Epoch 1683 | loss: 0.0310103 | val_loss: 0.0312492 | Time: 1655.46 ms [2021-06-26 21:53:46 main:574] : INFO : Epoch 1684 | loss: 0.0310072 | val_loss: 0.0312602 | Time: 1637.07 ms [2021-06-26 21:53:48 main:574] : INFO : Epoch 1685 | loss: 0.03101 | val_loss: 0.0312749 | Time: 1672.65 ms [2021-06-26 21:53:50 main:574] : INFO : Epoch 1686 | loss: 0.0310004 | val_loss: 0.0312703 | Time: 1681.59 ms [2021-06-26 21:53:51 main:574] : INFO : Epoch 1687 | loss: 0.0310044 | val_loss: 0.0312655 | Time: 1678.49 ms [2021-06-26 21:53:53 main:574] : INFO : Epoch 1688 | loss: 0.0310096 | val_loss: 0.0312783 | Time: 1666 ms [2021-06-26 21:53:55 main:574] : INFO : Epoch 1689 | loss: 0.0310162 | val_loss: 0.0312848 | Time: 1658.07 ms [2021-06-26 21:53:56 main:574] : INFO : Epoch 1690 | loss: 0.0310145 | val_loss: 0.0312834 | Time: 1610.86 ms [2021-06-26 21:53:58 main:574] : INFO : Epoch 1691 | loss: 0.0310122 | val_loss: 0.0312673 | Time: 1618.29 ms [2021-06-26 21:54:00 main:574] : INFO : Epoch 1692 | loss: 0.0310068 | val_loss: 0.0312749 | Time: 1631.77 ms [2021-06-26 21:54:01 main:574] : INFO : Epoch 1693 | loss: 0.0310148 | val_loss: 0.0312372 | Time: 1624.18 ms [2021-06-26 21:54:03 main:574] : INFO : Epoch 1694 | loss: 0.0310157 | val_loss: 0.0312826 | Time: 1619 ms [2021-06-26 21:54:05 main:574] : INFO : Epoch 1695 | loss: 0.0310085 | val_loss: 0.031287 | Time: 1638.46 ms [2021-06-26 21:54:06 main:574] : INFO : Epoch 1696 | loss: 0.0309976 | val_loss: 0.031288 | Time: 1660.79 ms [2021-06-26 21:54:08 main:574] : INFO : Epoch 1697 | loss: 0.0310001 | val_loss: 0.0312966 | Time: 1654.76 ms [2021-06-26 21:54:10 main:574] : INFO : Epoch 1698 | loss: 0.0310046 | val_loss: 0.0312758 | Time: 1677.51 ms [2021-06-26 21:54:11 main:574] : INFO : Epoch 1699 | loss: 0.0310082 | val_loss: 0.0312773 | Time: 1662.69 ms [2021-06-26 21:54:13 main:574] : INFO : Epoch 1700 | loss: 0.0310221 | val_loss: 0.0312742 | Time: 1680.33 ms [2021-06-26 21:54:15 main:574] : INFO : Epoch 1701 | loss: 0.0310135 | val_loss: 0.0312872 | Time: 1659.68 ms [2021-06-26 21:54:16 main:574] : INFO : Epoch 1702 | loss: 0.0310101 | val_loss: 0.0312941 | Time: 1614.6 ms [2021-06-26 21:54:18 main:574] : INFO : Epoch 1703 | loss: 0.031005 | val_loss: 0.0312735 | Time: 1727.2 ms [2021-06-26 21:54:20 main:574] : INFO : Epoch 1704 | loss: 0.0310059 | val_loss: 0.0312581 | Time: 1618.5 ms [2021-06-26 21:54:21 main:574] : INFO : Epoch 1705 | loss: 0.031004 | val_loss: 0.031273 | Time: 1634.35 ms [2021-06-26 21:54:23 main:574] : INFO : Epoch 1706 | loss: 0.0310076 | val_loss: 0.0312497 | Time: 1663.68 ms [2021-06-26 21:54:25 main:574] : INFO : Epoch 1707 | loss: 0.0310039 | val_loss: 0.0312595 | Time: 1630.27 ms [2021-06-26 21:54:26 main:574] : INFO : Epoch 1708 | loss: 0.0310037 | val_loss: 0.0312922 | Time: 1620.01 ms [2021-06-26 21:54:28 main:574] : INFO : Epoch 1709 | loss: 0.0310167 | val_loss: 0.0312749 | Time: 1646.48 ms [2021-06-26 21:54:29 main:574] : INFO : Epoch 1710 | loss: 0.0310146 | val_loss: 0.0312649 | Time: 1664.64 ms [2021-06-26 21:54:31 main:574] : INFO : Epoch 1711 | loss: 0.0310148 | val_loss: 0.0312812 | Time: 1664.48 ms [2021-06-26 21:54:33 main:574] : INFO : Epoch 1712 | loss: 0.0310119 | val_loss: 0.031286 | Time: 1664.98 ms [2021-06-26 21:54:34 main:574] : INFO : Epoch 1713 | loss: 0.0310075 | val_loss: 0.0312933 | Time: 1630.44 ms [2021-06-26 21:54:36 main:574] : INFO : Epoch 1714 | loss: 0.0310079 | val_loss: 0.0312679 | Time: 1623 ms [2021-06-26 21:54:38 main:574] : INFO : Epoch 1715 | loss: 0.0309992 | val_loss: 0.0312799 | Time: 1607.58 ms [2021-06-26 21:54:39 main:574] : INFO : Epoch 1716 | loss: 0.0310083 | val_loss: 0.0312892 | Time: 1630.51 ms [2021-06-26 21:54:41 main:574] : INFO : Epoch 1717 | loss: 0.0310126 | val_loss: 0.0312624 | Time: 1627.27 ms [2021-06-26 21:54:43 main:574] : INFO : Epoch 1718 | loss: 0.0310124 | val_loss: 0.03126 | Time: 1674.26 ms [2021-06-26 21:54:44 main:574] : INFO : Epoch 1719 | loss: 0.0310196 | val_loss: 0.0312364 | Time: 1726.3 ms [2021-06-26 21:54:46 main:574] : INFO : Epoch 1720 | loss: 0.0310143 | val_loss: 0.0312586 | Time: 1621.19 ms [2021-06-26 21:54:48 main:574] : INFO : Epoch 1721 | loss: 0.0310065 | val_loss: 0.0312727 | Time: 1655.42 ms [2021-06-26 21:54:49 main:574] : INFO : Epoch 1722 | loss: 0.0310096 | val_loss: 0.0312677 | Time: 1668.83 ms [2021-06-26 21:54:51 main:574] : INFO : Epoch 1723 | loss: 0.0310144 | val_loss: 0.0313021 | Time: 1679.2 ms [2021-06-26 21:54:53 main:574] : INFO : Epoch 1724 | loss: 0.0310165 | val_loss: 0.0312731 | Time: 1693.65 ms [2021-06-26 21:54:54 main:574] : INFO : Epoch 1725 | loss: 0.031022 | val_loss: 0.0312522 | Time: 1652.76 ms [2021-06-26 21:54:56 main:574] : INFO : Epoch 1726 | loss: 0.0310294 | val_loss: 0.0312596 | Time: 1589.75 ms [2021-06-26 21:54:58 main:574] : INFO : Epoch 1727 | loss: 0.0310186 | val_loss: 0.031279 | Time: 1628.42 ms [2021-06-26 21:54:59 main:574] : INFO : Epoch 1728 | loss: 0.0310092 | val_loss: 0.0312737 | Time: 1630.4 ms [2021-06-26 21:55:01 main:574] : INFO : Epoch 1729 | loss: 0.0310037 | val_loss: 0.0312727 | Time: 1639.09 ms [2021-06-26 21:55:03 main:574] : INFO : Epoch 1730 | loss: 0.0310032 | val_loss: 0.03128 | Time: 1681.34 ms [2021-06-26 21:55:04 main:574] : INFO : Epoch 1731 | loss: 0.0310139 | val_loss: 0.0312824 | Time: 1650.58 ms [2021-06-26 21:55:06 main:574] : INFO : Epoch 1732 | loss: 0.0310096 | val_loss: 0.0312786 | Time: 1617.31 ms [2021-06-26 21:55:08 main:574] : INFO : Epoch 1733 | loss: 0.0310081 | val_loss: 0.0312617 | Time: 1618.22 ms [2021-06-26 21:55:09 main:574] : INFO : Epoch 1734 | loss: 0.0310058 | val_loss: 0.031264 | Time: 1699.82 ms [2021-06-26 21:55:11 main:574] : INFO : Epoch 1735 | loss: 0.0310127 | val_loss: 0.0312926 | Time: 1702.27 ms [2021-06-26 21:55:13 main:574] : INFO : Epoch 1736 | loss: 0.0310149 | val_loss: 0.0312495 | Time: 1647.32 ms [2021-06-26 21:55:14 main:574] : INFO : Epoch 1737 | loss: 0.0310203 | val_loss: 0.0312712 | Time: 1655.24 ms [2021-06-26 21:55:16 main:574] : INFO : Epoch 1738 | loss: 0.0310065 | val_loss: 0.031275 | Time: 1649.24 ms [2021-06-26 21:55:18 main:574] : INFO : Epoch 1739 | loss: 0.0310034 | val_loss: 0.0312706 | Time: 1660.97 ms [2021-06-26 21:55:19 main:574] : INFO : Epoch 1740 | loss: 0.0310099 | val_loss: 0.0312751 | Time: 1664.2 ms [2021-06-26 21:55:21 main:574] : INFO : Epoch 1741 | loss: 0.0310064 | val_loss: 0.0312773 | Time: 1659.1 ms [2021-06-26 21:55:23 main:574] : INFO : Epoch 1742 | loss: 0.0310082 | val_loss: 0.0312687 | Time: 1663.93 ms [2021-06-26 21:55:24 main:574] : INFO : Epoch 1743 | loss: 0.0310095 | val_loss: 0.0312609 | Time: 1645.61 ms [2021-06-26 21:55:26 main:574] : INFO : Epoch 1744 | loss: 0.0310063 | val_loss: 0.0312569 | Time: 1634.09 ms [2021-06-26 21:55:28 main:574] : INFO : Epoch 1745 | loss: 0.0310055 | val_loss: 0.0312737 | Time: 1606.45 ms [2021-06-26 21:55:29 main:574] : INFO : Epoch 1746 | loss: 0.031001 | val_loss: 0.0312864 | Time: 1652.92 ms [2021-06-26 21:55:31 main:574] : INFO : Epoch 1747 | loss: 0.0309974 | val_loss: 0.0312641 | Time: 1686.86 ms [2021-06-26 21:55:33 main:574] : INFO : Epoch 1748 | loss: 0.0310014 | val_loss: 0.031305 | Time: 1650.39 ms [2021-06-26 21:55:34 main:574] : INFO : Epoch 1749 | loss: 0.0310126 | val_loss: 0.0312453 | Time: 1620.77 ms [2021-06-26 21:55:36 main:574] : INFO : Epoch 1750 | loss: 0.0310169 | val_loss: 0.031276 | Time: 1680.33 ms [2021-06-26 21:55:38 main:574] : INFO : Epoch 1751 | loss: 0.031011 | val_loss: 0.0312562 | Time: 1645.54 ms [2021-06-26 21:55:39 main:574] : INFO : Epoch 1752 | loss: 0.0310194 | val_loss: 0.0312561 | Time: 1679.42 ms [2021-06-26 21:55:41 main:574] : INFO : Epoch 1753 | loss: 0.0310082 | val_loss: 0.0312997 | Time: 1660.18 ms [2021-06-26 21:55:43 main:574] : INFO : Epoch 1754 | loss: 0.0310111 | val_loss: 0.0312499 | Time: 1696.08 ms [2021-06-26 21:55:44 main:574] : INFO : Epoch 1755 | loss: 0.0310174 | val_loss: 0.0312637 | Time: 1687.45 ms [2021-06-26 21:55:46 main:574] : INFO : Epoch 1756 | loss: 0.0310069 | val_loss: 0.0312499 | Time: 1658.73 ms [2021-06-26 21:55:48 main:574] : INFO : Epoch 1757 | loss: 0.0310099 | val_loss: 0.0312851 | Time: 1667.8 ms [2021-06-26 21:55:49 main:574] : INFO : Epoch 1758 | loss: 0.0310142 | val_loss: 0.0312388 | Time: 1663.32 ms [2021-06-26 21:55:51 main:574] : INFO : Epoch 1759 | loss: 0.0310092 | val_loss: 0.0313023 | Time: 1652.04 ms [2021-06-26 21:55:53 main:574] : INFO : Epoch 1760 | loss: 0.0310092 | val_loss: 0.0312912 | Time: 1640.21 ms [2021-06-26 21:55:54 main:574] : INFO : Epoch 1761 | loss: 0.0310195 | val_loss: 0.0312498 | Time: 1638.22 ms [2021-06-26 21:55:56 main:574] : INFO : Epoch 1762 | loss: 0.031018 | val_loss: 0.0312663 | Time: 1644.72 ms [2021-06-26 21:55:58 main:574] : INFO : Epoch 1763 | loss: 0.0310193 | val_loss: 0.0312676 | Time: 1657.5 ms [2021-06-26 21:55:59 main:574] : INFO : Epoch 1764 | loss: 0.0310067 | val_loss: 0.0312795 | Time: 1693.76 ms [2021-06-26 21:56:01 main:574] : INFO : Epoch 1765 | loss: 0.0309993 | val_loss: 0.031272 | Time: 1687.71 ms [2021-06-26 21:56:03 main:574] : INFO : Epoch 1766 | loss: 0.0310092 | val_loss: 0.0312631 | Time: 1681.58 ms [2021-06-26 21:56:04 main:574] : INFO : Epoch 1767 | loss: 0.0310106 | val_loss: 0.0312563 | Time: 1683.67 ms [2021-06-26 21:56:06 main:574] : INFO : Epoch 1768 | loss: 0.0310103 | val_loss: 0.0312659 | Time: 1648.45 ms [2021-06-26 21:56:08 main:574] : INFO : Epoch 1769 | loss: 0.0310106 | val_loss: 0.031259 | Time: 1651.64 ms [2021-06-26 21:56:09 main:574] : INFO : Epoch 1770 | loss: 0.0310088 | val_loss: 0.0312791 | Time: 1660.8 ms [2021-06-26 21:56:11 main:574] : INFO : Epoch 1771 | loss: 0.0310152 | val_loss: 0.0312955 | Time: 1629.79 ms [2021-06-26 21:56:13 main:574] : INFO : Epoch 1772 | loss: 0.0310305 | val_loss: 0.0312281 | Time: 1655.04 ms [2021-06-26 21:56:14 main:574] : INFO : Epoch 1773 | loss: 0.0310487 | val_loss: 0.0312753 | Time: 1647.19 ms [2021-06-26 21:56:16 main:574] : INFO : Epoch 1774 | loss: 0.0310213 | val_loss: 0.0312888 | Time: 1654.33 ms [2021-06-26 21:56:18 main:574] : INFO : Epoch 1775 | loss: 0.0310128 | val_loss: 0.0312606 | Time: 1674.61 ms [2021-06-26 21:56:19 main:574] : INFO : Epoch 1776 | loss: 0.0310079 | val_loss: 0.0312811 | Time: 1686.81 ms [2021-06-26 21:56:21 main:574] : INFO : Epoch 1777 | loss: 0.0310026 | val_loss: 0.0312964 | Time: 1704.83 ms [2021-06-26 21:56:23 main:574] : INFO : Epoch 1778 | loss: 0.031005 | val_loss: 0.0312608 | Time: 1657.4 ms [2021-06-26 21:56:25 main:574] : INFO : Epoch 1779 | loss: 0.0310073 | val_loss: 0.0312516 | Time: 1669.29 ms [2021-06-26 21:56:26 main:574] : INFO : Epoch 1780 | loss: 0.0310286 | val_loss: 0.0312366 | Time: 1632.52 ms [2021-06-26 21:56:28 main:574] : INFO : Epoch 1781 | loss: 0.031021 | val_loss: 0.0312534 | Time: 1650.78 ms [2021-06-26 21:56:30 main:574] : INFO : Epoch 1782 | loss: 0.0310093 | val_loss: 0.031266 | Time: 1663.62 ms [2021-06-26 21:56:31 main:574] : INFO : Epoch 1783 | loss: 0.0310489 | val_loss: 0.0312549 | Time: 1653.31 ms [2021-06-26 21:56:33 main:574] : INFO : Epoch 1784 | loss: 0.0310312 | val_loss: 0.0312659 | Time: 1681.98 ms [2021-06-26 21:56:35 main:574] : INFO : Epoch 1785 | loss: 0.0310187 | val_loss: 0.0312889 | Time: 1676.34 ms [2021-06-26 21:56:36 main:574] : INFO : Epoch 1786 | loss: 0.0310151 | val_loss: 0.0312846 | Time: 1672.2 ms [2021-06-26 21:56:38 main:574] : INFO : Epoch 1787 | loss: 0.0310228 | val_loss: 0.0312855 | Time: 1674.55 ms [2021-06-26 21:56:40 main:574] : INFO : Epoch 1788 | loss: 0.0310082 | val_loss: 0.0312938 | Time: 1665.49 ms [2021-06-26 21:56:41 main:574] : INFO : Epoch 1789 | loss: 0.0310045 | val_loss: 0.031261 | Time: 1658.58 ms [2021-06-26 21:56:43 main:574] : INFO : Epoch 1790 | loss: 0.0310129 | val_loss: 0.0312631 | Time: 1668.54 ms [2021-06-26 21:56:45 main:574] : INFO : Epoch 1791 | loss: 0.031013 | val_loss: 0.0312828 | Time: 1636.64 ms [2021-06-26 21:56:46 main:574] : INFO : Epoch 1792 | loss: 0.0310088 | val_loss: 0.0312674 | Time: 1645.9 ms [2021-06-26 21:56:48 main:574] : INFO : Epoch 1793 | loss: 0.0310146 | val_loss: 0.0312762 | Time: 1648.85 ms [2021-06-26 21:56:50 main:574] : INFO : Epoch 1794 | loss: 0.0310117 | val_loss: 0.0313073 | Time: 1645.33 ms [2021-06-26 21:56:51 main:574] : INFO : Epoch 1795 | loss: 0.0310088 | val_loss: 0.031298 | Time: 1643.79 ms [2021-06-26 21:56:53 main:574] : INFO : Epoch 1796 | loss: 0.031002 | val_loss: 0.0312998 | Time: 1688.43 ms [2021-06-26 21:56:55 main:574] : INFO : Epoch 1797 | loss: 0.0310019 | val_loss: 0.0312925 | Time: 1684.87 ms [2021-06-26 21:56:56 main:574] : INFO : Epoch 1798 | loss: 0.0309991 | val_loss: 0.0312598 | Time: 1661.33 ms [2021-06-26 21:56:58 main:574] : INFO : Epoch 1799 | loss: 0.0310079 | val_loss: 0.0312409 | Time: 1636.76 ms [2021-06-26 21:57:00 main:574] : INFO : Epoch 1800 | loss: 0.0310053 | val_loss: 0.0312762 | Time: 1655.05 ms [2021-06-26 21:57:01 main:574] : INFO : Epoch 1801 | loss: 0.0310025 | val_loss: 0.0312628 | Time: 1672.7 ms [2021-06-26 21:57:03 main:574] : INFO : Epoch 1802 | loss: 0.0310098 | val_loss: 0.0312638 | Time: 1676.45 ms [2021-06-26 21:57:05 main:574] : INFO : Epoch 1803 | loss: 0.0310095 | val_loss: 0.0312511 | Time: 1646.57 ms [2021-06-26 21:57:06 main:574] : INFO : Epoch 1804 | loss: 0.0310186 | val_loss: 0.031263 | Time: 1659.01 ms [2021-06-26 21:57:08 main:574] : INFO : Epoch 1805 | loss: 0.0310218 | val_loss: 0.0312642 | Time: 1658.08 ms [2021-06-26 21:57:10 main:574] : INFO : Epoch 1806 | loss: 0.0310117 | val_loss: 0.0312647 | Time: 1623.89 ms [2021-06-26 21:57:11 main:574] : INFO : Epoch 1807 | loss: 0.0310044 | val_loss: 0.0312858 | Time: 1662.71 ms [2021-06-26 21:57:13 main:574] : INFO : Epoch 1808 | loss: 0.0310209 | val_loss: 0.0312317 | Time: 1656.09 ms [2021-06-26 21:57:15 main:574] : INFO : Epoch 1809 | loss: 0.0310227 | val_loss: 0.0312448 | Time: 1643.89 ms [2021-06-26 21:57:16 main:574] : INFO : Epoch 1810 | loss: 0.0310152 | val_loss: 0.0312695 | Time: 1644.5 ms [2021-06-26 21:57:18 main:574] : INFO : Epoch 1811 | loss: 0.0310181 | val_loss: 0.0312825 | Time: 1638.55 ms [2021-06-26 21:57:20 main:574] : INFO : Epoch 1812 | loss: 0.0310086 | val_loss: 0.0312652 | Time: 1663.69 ms [2021-06-26 21:57:21 main:574] : INFO : Epoch 1813 | loss: 0.0310021 | val_loss: 0.0312878 | Time: 1691.99 ms [2021-06-26 21:57:23 main:574] : INFO : Epoch 1814 | loss: 0.0310118 | val_loss: 0.0312582 | Time: 1638.53 ms [2021-06-26 21:57:25 main:574] : INFO : Epoch 1815 | loss: 0.0310263 | val_loss: 0.0312819 | Time: 1639.67 ms [2021-06-26 21:57:26 main:574] : INFO : Epoch 1816 | loss: 0.0310055 | val_loss: 0.0312753 | Time: 1658.71 ms [2021-06-26 21:57:28 main:574] : INFO : Epoch 1817 | loss: 0.0310042 | val_loss: 0.0312562 | Time: 1646.11 ms [2021-06-26 21:57:29 main:574] : INFO : Epoch 1818 | loss: 0.0310011 | val_loss: 0.0312508 | Time: 1662.4 ms [2021-06-26 21:57:31 main:574] : INFO : Epoch 1819 | loss: 0.0310095 | val_loss: 0.0312833 | Time: 1679.92 ms [2021-06-26 21:57:33 main:574] : INFO : Epoch 1820 | loss: 0.0310037 | val_loss: 0.0312689 | Time: 1676.73 ms [2021-06-26 21:57:35 main:574] : INFO : Epoch 1821 | loss: 0.031002 | val_loss: 0.0312957 | Time: 1697.18 ms [2021-06-26 21:57:36 main:574] : INFO : Epoch 1822 | loss: 0.031002 | val_loss: 0.0312979 | Time: 1671.97 ms [2021-06-26 21:57:38 main:574] : INFO : Epoch 1823 | loss: 0.0310083 | val_loss: 0.0312571 | Time: 1642.78 ms [2021-06-26 21:57:40 main:574] : INFO : Epoch 1824 | loss: 0.0310034 | val_loss: 0.0312816 | Time: 1664.92 ms [2021-06-26 21:57:41 main:574] : INFO : Epoch 1825 | loss: 0.0310059 | val_loss: 0.0312815 | Time: 1671.39 ms [2021-06-26 21:57:43 main:574] : INFO : Epoch 1826 | loss: 0.0310111 | val_loss: 0.0312973 | Time: 1619.57 ms [2021-06-26 21:57:45 main:574] : INFO : Epoch 1827 | loss: 0.0310034 | val_loss: 0.0312566 | Time: 1651.31 ms [2021-06-26 21:57:46 main:574] : INFO : Epoch 1828 | loss: 0.0310097 | val_loss: 0.0312928 | Time: 1620.61 ms [2021-06-26 21:57:48 main:574] : INFO : Epoch 1829 | loss: 0.0310106 | val_loss: 0.0312707 | Time: 1653.98 ms [2021-06-26 21:57:50 main:574] : INFO : Epoch 1830 | loss: 0.0310114 | val_loss: 0.0312307 | Time: 1689.55 ms [2021-06-26 21:57:51 main:574] : INFO : Epoch 1831 | loss: 0.0310235 | val_loss: 0.0312424 | Time: 1675.73 ms [2021-06-26 21:57:53 main:574] : INFO : Epoch 1832 | loss: 0.0310274 | val_loss: 0.0312636 | Time: 1671.99 ms [2021-06-26 21:57:55 main:574] : INFO : Epoch 1833 | loss: 0.031038 | val_loss: 0.031273 | Time: 1691.44 ms [2021-06-26 21:57:56 main:574] : INFO : Epoch 1834 | loss: 0.0310321 | val_loss: 0.0312649 | Time: 1685.87 ms [2021-06-26 21:57:58 main:574] : INFO : Epoch 1835 | loss: 0.0310186 | val_loss: 0.0312704 | Time: 2071.76 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1660 SUPER) [2021-06-26 21:58:58 main:435] : INFO : Set logging level to 1 [2021-06-26 21:58:58 main:441] : INFO : Running in BOINC Client mode [2021-06-26 21:58:58 main:444] : INFO : Resolving all filenames [2021-06-26 21:58:58 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-06-26 21:58:58 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624422205-7211-0_0_r633899433_1 (exists = 1) [2021-06-26 21:58:58 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624422205-7211-0_0_r633899433_0 (exists = 0) [2021-06-26 21:58:58 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-06-26 21:58:58 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-26 21:58:58 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-06-26 21:58:58 main:474] : INFO : Configuration: [2021-06-26 21:58:58 main:475] : INFO : Model type: GRU [2021-06-26 21:58:58 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-26 21:58:58 main:477] : INFO : Max Epochs: 2048 [2021-06-26 21:58:58 main:478] : INFO : Batch Size: 128 [2021-06-26 21:58:58 main:479] : INFO : Learning Rate: 0.01 [2021-06-26 21:58:58 main:480] : INFO : Patience: 10 [2021-06-26 21:58:58 main:481] : INFO : Hidden Width: 12 [2021-06-26 21:58:58 main:482] : INFO : # Recurrent Layers: 4 [2021-06-26 21:58:58 main:483] : INFO : # Backend Layers: 4 [2021-06-26 21:58:58 main:484] : INFO : # Threads: 1 [2021-06-26 21:58:58 main:486] : INFO : Preparing Dataset [2021-06-26 21:58:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-26 21:58:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-26 21:59:00 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-26 21:59:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-26 21:59:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-26 21:59:00 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-26 21:59:00 main:494] : INFO : Creating Model [2021-06-26 21:59:00 main:507] : INFO : Preparing config file [2021-06-26 21:59:00 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-26 21:59:00 main:512] : INFO : Loading config [2021-06-26 21:59:00 main:514] : INFO : Loading state [2021-06-26 21:59:02 main:559] : INFO : Loading DataLoader into Memory [2021-06-26 21:59:02 main:562] : INFO : Starting Training [2021-06-26 21:59:04 main:574] : INFO : Epoch 1820 | loss: 0.0311422 | val_loss: 0.0312175 | Time: 2025.53 ms [2021-06-26 21:59:06 main:574] : INFO : Epoch 1821 | loss: 0.0310766 | val_loss: 0.0312258 | Time: 1715.74 ms [2021-06-26 21:59:07 main:574] : INFO : Epoch 1822 | loss: 0.0310318 | val_loss: 0.0312444 | Time: 1707.16 ms [2021-06-26 21:59:09 main:574] : INFO : Epoch 1823 | loss: 0.0310149 | val_loss: 0.0312855 | Time: 1667.76 ms [2021-06-26 21:59:11 main:574] : INFO : Epoch 1824 | loss: 0.0310125 | val_loss: 0.0312694 | Time: 1685.02 ms [2021-06-26 21:59:12 main:574] : INFO : Epoch 1825 | loss: 0.0310314 | val_loss: 0.0312447 | Time: 1777.61 ms [2021-06-26 21:59:14 main:574] : INFO : Epoch 1826 | loss: 0.0310512 | val_loss: 0.0312288 | Time: 1764.98 ms [2021-06-26 21:59:16 main:574] : INFO : Epoch 1827 | loss: 0.0310232 | val_loss: 0.031257 | Time: 1722.69 ms [2021-06-26 21:59:18 main:574] : INFO : Epoch 1828 | loss: 0.0310217 | val_loss: 0.0312439 | Time: 1710.19 ms [2021-06-26 21:59:19 main:574] : INFO : Epoch 1829 | loss: 0.0310141 | val_loss: 0.0312748 | Time: 1716.37 ms [2021-06-26 21:59:21 main:574] : INFO : Epoch 1830 | loss: 0.0310079 | val_loss: 0.0312602 | Time: 1675.96 ms [2021-06-26 21:59:23 main:574] : INFO : Epoch 1831 | loss: 0.0310152 | val_loss: 0.0312593 | Time: 1700.18 ms [2021-06-26 21:59:24 main:574] : INFO : Epoch 1832 | loss: 0.0310102 | val_loss: 0.0312862 | Time: 1688.27 ms [2021-06-26 21:59:26 main:574] : INFO : Epoch 1833 | loss: 0.0310137 | val_loss: 0.03127 | Time: 1669.72 ms [2021-06-26 21:59:28 main:574] : INFO : Epoch 1834 | loss: 0.0310173 | val_loss: 0.0312515 | Time: 1654.66 ms [2021-06-26 21:59:29 main:574] : INFO : Epoch 1835 | loss: 0.0310162 | val_loss: 0.0312802 | Time: 1668.85 ms [2021-06-26 21:59:31 main:574] : INFO : Epoch 1836 | loss: 0.0310082 | val_loss: 0.03127 | Time: 1689.97 ms [2021-06-26 21:59:33 main:574] : INFO : Epoch 1837 | loss: 0.0309997 | val_loss: 0.0312852 | Time: 1720.37 ms [2021-06-26 21:59:35 main:574] : INFO : Epoch 1838 | loss: 0.0310056 | val_loss: 0.0312708 | Time: 1679.34 ms [2021-06-26 21:59:36 main:574] : INFO : Epoch 1839 | loss: 0.0310097 | val_loss: 0.0312757 | Time: 1688.95 ms [2021-06-26 21:59:38 main:574] : INFO : Epoch 1840 | loss: 0.0310077 | val_loss: 0.0312738 | Time: 1691.03 ms [2021-06-26 21:59:40 main:574] : INFO : Epoch 1841 | loss: 0.0310044 | val_loss: 0.0312641 | Time: 1756.43 ms [2021-06-26 21:59:41 main:574] : INFO : Epoch 1842 | loss: 0.0310075 | val_loss: 0.0312719 | Time: 1717.66 ms [2021-06-26 21:59:43 main:574] : INFO : Epoch 1843 | loss: 0.031003 | val_loss: 0.031303 | Time: 1661.29 ms [2021-06-26 21:59:45 main:574] : INFO : Epoch 1844 | loss: 0.0310082 | val_loss: 0.03126 | Time: 1732.71 ms [2021-06-26 21:59:47 main:574] : INFO : Epoch 1845 | loss: 0.0310197 | val_loss: 0.0312566 | Time: 1787.42 ms [2021-06-26 21:59:48 main:574] : INFO : Epoch 1846 | loss: 0.0310165 | val_loss: 0.0312753 | Time: 1694.43 ms [2021-06-26 21:59:50 main:574] : INFO : Epoch 1847 | loss: 0.0310057 | val_loss: 0.0312523 | Time: 1732.14 ms [2021-06-26 21:59:52 main:574] : INFO : Epoch 1848 | loss: 0.0310071 | val_loss: 0.0312662 | Time: 1730.18 ms [2021-06-26 21:59:54 main:574] : INFO : Epoch 1849 | loss: 0.0310066 | val_loss: 0.0312833 | Time: 1736.56 ms [2021-06-26 21:59:55 main:574] : INFO : Epoch 1850 | loss: 0.031012 | val_loss: 0.0312732 | Time: 1688.51 ms [2021-06-26 21:59:57 main:574] : INFO : Epoch 1851 | loss: 0.0310057 | val_loss: 0.0312858 | Time: 1707.69 ms [2021-06-26 21:59:59 main:574] : INFO : Epoch 1852 | loss: 0.0310046 | val_loss: 0.0312865 | Time: 1705.12 ms [2021-06-26 22:00:00 main:574] : INFO : Epoch 1853 | loss: 0.0310186 | val_loss: 0.0312689 | Time: 1682.82 ms [2021-06-26 22:00:02 main:574] : INFO : Epoch 1854 | loss: 0.0310113 | val_loss: 0.0312768 | Time: 1643.05 ms [2021-06-26 22:00:04 main:574] : INFO : Epoch 1855 | loss: 0.0310054 | val_loss: 0.0312909 | Time: 1685.36 ms [2021-06-26 22:00:05 main:574] : INFO : Epoch 1856 | loss: 0.0310105 | val_loss: 0.0312625 | Time: 1696.29 ms [2021-06-26 22:00:07 main:574] : INFO : Epoch 1857 | loss: 0.0310137 | val_loss: 0.031277 | Time: 1669.36 ms [2021-06-26 22:00:09 main:574] : INFO : Epoch 1858 | loss: 0.0310117 | val_loss: 0.0312653 | Time: 1741.42 ms [2021-06-26 22:00:11 main:574] : INFO : Epoch 1859 | loss: 0.0310123 | val_loss: 0.0312624 | Time: 1703.02 ms [2021-06-26 22:00:12 main:574] : INFO : Epoch 1860 | loss: 0.0310194 | val_loss: 0.0312591 | Time: 1686.34 ms [2021-06-26 22:00:14 main:574] : INFO : Epoch 1861 | loss: 0.0310139 | val_loss: 0.0312662 | Time: 1711.9 ms [2021-06-26 22:00:16 main:574] : INFO : Epoch 1862 | loss: 0.0310079 | val_loss: 0.0312639 | Time: 1681.12 ms [2021-06-26 22:00:17 main:574] : INFO : Epoch 1863 | loss: 0.0310156 | val_loss: 0.0312754 | Time: 1725 ms [2021-06-26 22:00:19 main:574] : INFO : Epoch 1864 | loss: 0.0310218 | val_loss: 0.0312418 | Time: 1694.64 ms [2021-06-26 22:00:21 main:574] : INFO : Epoch 1865 | loss: 0.0310236 | val_loss: 0.031255 | Time: 1647.82 ms [2021-06-26 22:00:23 main:574] : INFO : Epoch 1866 | loss: 0.0310111 | val_loss: 0.0312574 | Time: 1673.91 ms [2021-06-26 22:00:24 main:574] : INFO : Epoch 1867 | loss: 0.0310172 | val_loss: 0.0312737 | Time: 1708.31 ms [2021-06-26 22:00:26 main:574] : INFO : Epoch 1868 | loss: 0.0310066 | val_loss: 0.0312904 | Time: 1697.23 ms [2021-06-26 22:00:28 main:574] : INFO : Epoch 1869 | loss: 0.0310036 | val_loss: 0.0312507 | Time: 1675.91 ms [2021-06-26 22:00:29 main:574] : INFO : Epoch 1870 | loss: 0.0310099 | val_loss: 0.0312497 | Time: 1731.61 ms [2021-06-26 22:00:31 main:574] : INFO : Epoch 1871 | loss: 0.0310073 | val_loss: 0.0312538 | Time: 1685.18 ms [2021-06-26 22:00:33 main:574] : INFO : Epoch 1872 | loss: 0.0310137 | val_loss: 0.0312849 | Time: 1681.34 ms [2021-06-26 22:00:34 main:574] : INFO : Epoch 1873 | loss: 0.0310108 | val_loss: 0.0312621 | Time: 1733.02 ms [2021-06-26 22:00:36 main:574] : INFO : Epoch 1874 | loss: 0.0310086 | val_loss: 0.0312689 | Time: 1726.01 ms [2021-06-26 22:00:38 main:574] : INFO : Epoch 1875 | loss: 0.031003 | val_loss: 0.0312654 | Time: 1738.7 ms [2021-06-26 22:00:40 main:574] : INFO : Epoch 1876 | loss: 0.0310049 | val_loss: 0.0312567 | Time: 1709.65 ms [2021-06-26 22:00:41 main:574] : INFO : Epoch 1877 | loss: 0.0310101 | val_loss: 0.0312635 | Time: 1703.3 ms [2021-06-26 22:00:43 main:574] : INFO : Epoch 1878 | loss: 0.0310097 | val_loss: 0.0312841 | Time: 1668.71 ms [2021-06-26 22:00:45 main:574] : INFO : Epoch 1879 | loss: 0.0310107 | val_loss: 0.0312693 | Time: 1686.93 ms [2021-06-26 22:00:47 main:574] : INFO : Epoch 1880 | loss: 0.0310125 | val_loss: 0.0312658 | Time: 1741.74 ms [2021-06-26 22:00:48 main:574] : INFO : Epoch 1881 | loss: 0.0310098 | val_loss: 0.0312628 | Time: 1738.1 ms [2021-06-26 22:00:50 main:574] : INFO : Epoch 1882 | loss: 0.0310099 | val_loss: 0.0312723 | Time: 1726.17 ms [2021-06-26 22:00:52 main:574] : INFO : Epoch 1883 | loss: 0.0310177 | val_loss: 0.031264 | Time: 1673.73 ms [2021-06-26 22:00:53 main:574] : INFO : Epoch 1884 | loss: 0.0310025 | val_loss: 0.0312691 | Time: 1667.24 ms [2021-06-26 22:00:55 main:574] : INFO : Epoch 1885 | loss: 0.0310056 | val_loss: 0.031282 | Time: 1667.07 ms [2021-06-26 22:00:57 main:574] : INFO : Epoch 1886 | loss: 0.0310049 | val_loss: 0.0312665 | Time: 1697.3 ms [2021-06-26 22:00:58 main:574] : INFO : Epoch 1887 | loss: 0.0310139 | val_loss: 0.0312625 | Time: 1709.75 ms [2021-06-26 22:01:00 main:574] : INFO : Epoch 1888 | loss: 0.0310117 | val_loss: 0.0312772 | Time: 1720.45 ms [2021-06-26 22:01:02 main:574] : INFO : Epoch 1889 | loss: 0.0310061 | val_loss: 0.0313034 | Time: 1710.56 ms [2021-06-26 22:01:04 main:574] : INFO : Epoch 1890 | loss: 0.0310097 | val_loss: 0.0312765 | Time: 1718.54 ms [2021-06-26 22:01:05 main:574] : INFO : Epoch 1891 | loss: 0.031023 | val_loss: 0.031265 | Time: 1748.88 ms [2021-06-26 22:01:07 main:574] : INFO : Epoch 1892 | loss: 0.0310165 | val_loss: 0.0312549 | Time: 1727.95 ms [2021-06-26 22:01:09 main:574] : INFO : Epoch 1893 | loss: 0.0310187 | val_loss: 0.0312882 | Time: 1715 ms [2021-06-26 22:01:11 main:574] : INFO : Epoch 1894 | loss: 0.0310087 | val_loss: 0.0312677 | Time: 1665.85 ms [2021-06-26 22:01:12 main:574] : INFO : Epoch 1895 | loss: 0.0310125 | val_loss: 0.0312613 | Time: 1635.24 ms [2021-06-26 22:01:14 main:574] : INFO : Epoch 1896 | loss: 0.0310135 | val_loss: 0.0312749 | Time: 1670.28 ms [2021-06-26 22:01:16 main:574] : INFO : Epoch 1897 | loss: 0.0310091 | val_loss: 0.0312581 | Time: 1640.47 ms [2021-06-26 22:01:17 main:574] : INFO : Epoch 1898 | loss: 0.0310057 | val_loss: 0.0312809 | Time: 1637.92 ms [2021-06-26 22:01:19 main:574] : INFO : Epoch 1899 | loss: 0.0310101 | val_loss: 0.0312805 | Time: 1684.98 ms [2021-06-26 22:01:21 main:574] : INFO : Epoch 1900 | loss: 0.0310025 | val_loss: 0.0312689 | Time: 1710.63 ms [2021-06-26 22:01:22 main:574] : INFO : Epoch 1901 | loss: 0.0310104 | val_loss: 0.0312505 | Time: 1653.92 ms [2021-06-26 22:01:24 main:574] : INFO : Epoch 1902 | loss: 0.0310044 | val_loss: 0.0312856 | Time: 1690.02 ms [2021-06-26 22:01:26 main:574] : INFO : Epoch 1903 | loss: 0.031011 | val_loss: 0.0312536 | Time: 1717.33 ms [2021-06-26 22:01:27 main:574] : INFO : Epoch 1904 | loss: 0.031014 | val_loss: 0.0312655 | Time: 1718.6 ms [2021-06-26 22:01:29 main:574] : INFO : Epoch 1905 | loss: 0.0310111 | val_loss: 0.0312761 | Time: 1749.39 ms [2021-06-26 22:01:31 main:574] : INFO : Epoch 1906 | loss: 0.0310175 | val_loss: 0.0312444 | Time: 1699.46 ms [2021-06-26 22:01:33 main:574] : INFO : Epoch 1907 | loss: 0.0310172 | val_loss: 0.0312323 | Time: 1645.16 ms [2021-06-26 22:01:34 main:574] : INFO : Epoch 1908 | loss: 0.0310366 | val_loss: 0.0312593 | Time: 1707.9 ms [2021-06-26 22:01:36 main:574] : INFO : Epoch 1909 | loss: 0.0310231 | val_loss: 0.0312491 | Time: 1671.33 ms [2021-06-26 22:01:38 main:574] : INFO : Epoch 1910 | loss: 0.031012 | val_loss: 0.0312788 | Time: 1743.48 ms [2021-06-26 22:01:39 main:574] : INFO : Epoch 1911 | loss: 0.0310061 | val_loss: 0.0312317 | Time: 1747.02 ms [2021-06-26 22:01:41 main:574] : INFO : Epoch 1912 | loss: 0.0310146 | val_loss: 0.0312534 | Time: 1658.53 ms [2021-06-26 22:01:43 main:574] : INFO : Epoch 1913 | loss: 0.0310095 | val_loss: 0.0312559 | Time: 1661.22 ms [2021-06-26 22:01:44 main:574] : INFO : Epoch 1914 | loss: 0.0310054 | val_loss: 0.0313079 | Time: 1651.43 ms [2021-06-26 22:01:46 main:574] : INFO : Epoch 1915 | loss: 0.0310108 | val_loss: 0.0312737 | Time: 1756.94 ms [2021-06-26 22:01:48 main:574] : INFO : Epoch 1916 | loss: 0.0310077 | val_loss: 0.0312525 | Time: 1707.86 ms [2021-06-26 22:01:50 main:574] : INFO : Epoch 1917 | loss: 0.0310089 | val_loss: 0.031283 | Time: 1664.04 ms [2021-06-26 22:01:51 main:574] : INFO : Epoch 1918 | loss: 0.0310143 | val_loss: 0.0312733 | Time: 1626.45 ms [2021-06-26 22:01:53 main:574] : INFO : Epoch 1919 | loss: 0.0310291 | val_loss: 0.0312604 | Time: 1700.67 ms [2021-06-26 22:01:55 main:574] : INFO : Epoch 1920 | loss: 0.0310192 | val_loss: 0.0312909 | Time: 1720.11 ms [2021-06-26 22:01:56 main:574] : INFO : Epoch 1921 | loss: 0.0310103 | val_loss: 0.031279 | Time: 1707.99 ms [2021-06-26 22:01:58 main:574] : INFO : Epoch 1922 | loss: 0.0310037 | val_loss: 0.031278 | Time: 1746.44 ms [2021-06-26 22:02:00 main:574] : INFO : Epoch 1923 | loss: 0.0310056 | val_loss: 0.0312816 | Time: 1837.85 ms [2021-06-26 22:02:02 main:574] : INFO : Epoch 1924 | loss: 0.031003 | val_loss: 0.0312846 | Time: 1743.52 ms [2021-06-26 22:02:03 main:574] : INFO : Epoch 1925 | loss: 0.0310136 | val_loss: 0.0312769 | Time: 1722.35 ms [2021-06-26 22:02:05 main:574] : INFO : Epoch 1926 | loss: 0.0310123 | val_loss: 0.0312695 | Time: 1672.17 ms [2021-06-26 22:02:07 main:574] : INFO : Epoch 1927 | loss: 0.0310076 | val_loss: 0.0312614 | Time: 1770.74 ms [2021-06-26 22:02:09 main:574] : INFO : Epoch 1928 | loss: 0.0310112 | val_loss: 0.0312551 | Time: 1741.38 ms [2021-06-26 22:02:10 main:574] : INFO : Epoch 1929 | loss: 0.0310162 | val_loss: 0.0312622 | Time: 1684.69 ms [2021-06-26 22:02:12 main:574] : INFO : Epoch 1930 | loss: 0.0310173 | val_loss: 0.0312717 | Time: 1675.31 ms [2021-06-26 22:02:14 main:574] : INFO : Epoch 1931 | loss: 0.0310133 | val_loss: 0.0312535 | Time: 1663.54 ms [2021-06-26 22:02:15 main:574] : INFO : Epoch 1932 | loss: 0.0310233 | val_loss: 0.0312596 | Time: 1672.91 ms [2021-06-26 22:02:17 main:574] : INFO : Epoch 1933 | loss: 0.0310132 | val_loss: 0.0312783 | Time: 1747.58 ms [2021-06-26 22:02:19 main:574] : INFO : Epoch 1934 | loss: 0.0310068 | val_loss: 0.0312716 | Time: 1735.57 ms [2021-06-26 22:02:21 main:574] : INFO : Epoch 1935 | loss: 0.0310071 | val_loss: 0.0312734 | Time: 1706.3 ms [2021-06-26 22:02:22 main:574] : INFO : Epoch 1936 | loss: 0.0310097 | val_loss: 0.0312809 | Time: 1692.01 ms [2021-06-26 22:02:24 main:574] : INFO : Epoch 1937 | loss: 0.0310094 | val_loss: 0.0312558 | Time: 1699.73 ms [2021-06-26 22:02:26 main:574] : INFO : Epoch 1938 | loss: 0.0310085 | val_loss: 0.0312583 | Time: 1629.75 ms [2021-06-26 22:02:27 main:574] : INFO : Epoch 1939 | loss: 0.0310022 | val_loss: 0.0313034 | Time: 1666.03 ms [2021-06-26 22:02:29 main:574] : INFO : Epoch 1940 | loss: 0.0310029 | val_loss: 0.0312825 | Time: 1712.28 ms [2021-06-26 22:02:31 main:574] : INFO : Epoch 1941 | loss: 0.0310073 | val_loss: 0.03127 | Time: 1719 ms [2021-06-26 22:02:32 main:574] : INFO : Epoch 1942 | loss: 0.0310047 | val_loss: 0.0312768 | Time: 1699.55 ms [2021-06-26 22:02:34 main:574] : INFO : Epoch 1943 | loss: 0.0310016 | val_loss: 0.0312632 | Time: 1716.45 ms [2021-06-26 22:02:36 main:574] : INFO : Epoch 1944 | loss: 0.0310113 | val_loss: 0.0312749 | Time: 1702.29 ms [2021-06-26 22:02:38 main:574] : INFO : Epoch 1945 | loss: 0.0310031 | val_loss: 0.0312765 | Time: 1754.43 ms [2021-06-26 22:02:39 main:574] : INFO : Epoch 1946 | loss: 0.0310006 | val_loss: 0.0312569 | Time: 1723.64 ms [2021-06-26 22:02:41 main:574] : INFO : Epoch 1947 | loss: 0.0310018 | val_loss: 0.0312908 | Time: 1721.31 ms [2021-06-26 22:02:43 main:574] : INFO : Epoch 1948 | loss: 0.0310174 | val_loss: 0.0312494 | Time: 1730.25 ms [2021-06-26 22:02:45 main:574] : INFO : Epoch 1949 | loss: 0.0310246 | val_loss: 0.0312696 | Time: 1751.22 ms [2021-06-26 22:02:46 main:574] : INFO : Epoch 1950 | loss: 0.0310113 | val_loss: 0.0312693 | Time: 1670.36 ms [2021-06-26 22:02:48 main:574] : INFO : Epoch 1951 | loss: 0.031014 | val_loss: 0.0312895 | Time: 1675.06 ms [2021-06-26 22:02:50 main:574] : INFO : Epoch 1952 | loss: 0.0310221 | val_loss: 0.0312578 | Time: 1640.53 ms [2021-06-26 22:02:51 main:574] : INFO : Epoch 1953 | loss: 0.0310111 | val_loss: 0.0312587 | Time: 1676.11 ms [2021-06-26 22:02:53 main:574] : INFO : Epoch 1954 | loss: 0.031008 | val_loss: 0.0312957 | Time: 1749.2 ms [2021-06-26 22:02:55 main:574] : INFO : Epoch 1955 | loss: 0.0310056 | val_loss: 0.0312766 | Time: 1704.22 ms [2021-06-26 22:02:57 main:574] : INFO : Epoch 1956 | loss: 0.0310063 | val_loss: 0.0312744 | Time: 1744.36 ms [2021-06-26 22:02:58 main:574] : INFO : Epoch 1957 | loss: 0.0310099 | val_loss: 0.0312658 | Time: 1744.47 ms [2021-06-26 22:03:00 main:574] : INFO : Epoch 1958 | loss: 0.0310124 | val_loss: 0.0312839 | Time: 1724.34 ms [2021-06-26 22:03:02 main:574] : INFO : Epoch 1959 | loss: 0.03101 | val_loss: 0.0313125 | Time: 1686.5 ms [2021-06-26 22:03:03 main:574] : INFO : Epoch 1960 | loss: 0.0310042 | val_loss: 0.031264 | Time: 1670.96 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1660 SUPER) [2021-06-26 22:04:03 main:435] : INFO : Set logging level to 1 [2021-06-26 22:04:03 main:441] : INFO : Running in BOINC Client mode [2021-06-26 22:04:03 main:444] : INFO : Resolving all filenames [2021-06-26 22:04:03 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-06-26 22:04:03 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624422205-7211-0_0_r633899433_1 (exists = 1) [2021-06-26 22:04:03 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624422205-7211-0_0_r633899433_0 (exists = 0) [2021-06-26 22:04:03 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-06-26 22:04:03 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-26 22:04:03 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-06-26 22:04:03 main:474] : INFO : Configuration: [2021-06-26 22:04:03 main:475] : INFO : Model type: GRU [2021-06-26 22:04:03 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-26 22:04:03 main:477] : INFO : Max Epochs: 2048 [2021-06-26 22:04:03 main:478] : INFO : Batch Size: 128 [2021-06-26 22:04:03 main:479] : INFO : Learning Rate: 0.01 [2021-06-26 22:04:03 main:480] : INFO : Patience: 10 [2021-06-26 22:04:03 main:481] : INFO : Hidden Width: 12 [2021-06-26 22:04:03 main:482] : INFO : # Recurrent Layers: 4 [2021-06-26 22:04:03 main:483] : INFO : # Backend Layers: 4 [2021-06-26 22:04:03 main:484] : INFO : # Threads: 1 [2021-06-26 22:04:03 main:486] : INFO : Preparing Dataset [2021-06-26 22:04:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-26 22:04:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-26 22:04:05 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-26 22:04:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-26 22:04:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-06-26 22:04:05 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-26 22:04:05 main:494] : INFO : Creating Model [2021-06-26 22:04:05 main:507] : INFO : Preparing config file [2021-06-26 22:04:05 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-26 22:04:05 main:512] : INFO : Loading config [2021-06-26 22:04:05 main:514] : INFO : Loading state [2021-06-26 22:04:06 main:559] : INFO : Loading DataLoader into Memory [2021-06-26 22:04:06 main:562] : INFO : Starting Training [2021-06-26 22:04:09 main:574] : INFO : Epoch 1935 | loss: 0.0310998 | val_loss: 0.0312637 | Time: 2031.82 ms [2021-06-26 22:04:10 main:574] : INFO : Epoch 1936 | loss: 0.0310411 | val_loss: 0.0312679 | Time: 1681.24 ms [2021-06-26 22:04:12 main:574] : INFO : Epoch 1937 | loss: 0.0310267 | val_loss: 0.0312653 | Time: 1721.86 ms [2021-06-26 22:04:14 main:574] : INFO : Epoch 1938 | loss: 0.0310156 | val_loss: 0.0312675 | Time: 1754.87 ms [2021-06-26 22:04:15 main:574] : INFO : Epoch 1939 | loss: 0.0310134 | val_loss: 0.0312405 | Time: 1669.19 ms [2021-06-26 22:04:17 main:574] : INFO : Epoch 1940 | loss: 0.0310144 | val_loss: 0.0312663 | Time: 1659.87 ms [2021-06-26 22:04:19 main:574] : INFO : Epoch 1941 | loss: 0.0310068 | val_loss: 0.0312886 | Time: 1752.96 ms [2021-06-26 22:04:21 main:574] : INFO : Epoch 1942 | loss: 0.031005 | val_loss: 0.0312653 | Time: 1706.75 ms [2021-06-26 22:04:22 main:574] : INFO : Epoch 1943 | loss: 0.0310085 | val_loss: 0.0312585 | Time: 1767.13 ms [2021-06-26 22:04:24 main:574] : INFO : Epoch 1944 | loss: 0.0310107 | val_loss: 0.0312692 | Time: 1716.51 ms [2021-06-26 22:04:26 main:574] : INFO : Epoch 1945 | loss: 0.031005 | val_loss: 0.0312952 | Time: 1725.3 ms [2021-06-26 22:04:27 main:574] : INFO : Epoch 1946 | loss: 0.0310081 | val_loss: 0.0312657 | Time: 1667.85 ms [2021-06-26 22:04:29 main:574] : INFO : Epoch 1947 | loss: 0.0310046 | val_loss: 0.0312731 | Time: 1661.26 ms [2021-06-26 22:04:31 main:574] : INFO : Epoch 1948 | loss: 0.0310068 | val_loss: 0.0312629 | Time: 1686.05 ms [2021-06-26 22:04:33 main:574] : INFO : Epoch 1949 | loss: 0.0310077 | val_loss: 0.0312904 | Time: 1727 ms [2021-06-26 22:04:34 main:574] : INFO : Epoch 1950 | loss: 0.0310217 | val_loss: 0.0312396 | Time: 1765.11 ms [2021-06-26 22:04:36 main:574] : INFO : Epoch 1951 | loss: 0.0310488 | val_loss: 0.0312466 | Time: 1707.13 ms [2021-06-26 22:04:38 main:574] : INFO : Epoch 1952 | loss: 0.0310216 | val_loss: 0.0312544 | Time: 1666.88 ms [2021-06-26 22:04:39 main:574] : INFO : Epoch 1953 | loss: 0.0310103 | val_loss: 0.0312477 | Time: 1674.12 ms [2021-06-26 22:04:41 main:574] : INFO : Epoch 1954 | loss: 0.0310134 | val_loss: 0.0312556 | Time: 1721.21 ms [2021-06-26 22:04:43 main:574] : INFO : Epoch 1955 | loss: 0.0310084 | val_loss: 0.0312788 | Time: 1699.43 ms [2021-06-26 22:04:44 main:574] : INFO : Epoch 1956 | loss: 0.0310096 | val_loss: 0.0312708 | Time: 1671.79 ms [2021-06-26 22:04:46 main:574] : INFO : Epoch 1957 | loss: 0.0310141 | val_loss: 0.031295 | Time: 1651.53 ms [2021-06-26 22:04:48 main:574] : INFO : Epoch 1958 | loss: 0.0310116 | val_loss: 0.0312546 | Time: 1665.58 ms [2021-06-26 22:04:49 main:574] : INFO : Epoch 1959 | loss: 0.0310113 | val_loss: 0.0312863 | Time: 1645.02 ms [2021-06-26 22:04:51 main:574] : INFO : Epoch 1960 | loss: 0.0310085 | val_loss: 0.03128 | Time: 1761.16 ms [2021-06-26 22:04:53 main:574] : INFO : Epoch 1961 | loss: 0.0310075 | val_loss: 0.0312578 | Time: 1748.02 ms [2021-06-26 22:04:55 main:574] : INFO : Epoch 1962 | loss: 0.0310331 | val_loss: 0.0312626 | Time: 1767.23 ms [2021-06-26 22:04:57 main:574] : INFO : Epoch 1963 | loss: 0.0310192 | val_loss: 0.031258 | Time: 1719.9 ms [2021-06-26 22:04:58 main:574] : INFO : Epoch 1964 | loss: 0.0310217 | val_loss: 0.0312739 | Time: 1683.49 ms [2021-06-26 22:05:00 main:574] : INFO : Epoch 1965 | loss: 0.0310121 | val_loss: 0.0312664 | Time: 1725.97 ms [2021-06-26 22:05:02 main:574] : INFO : Epoch 1966 | loss: 0.0310094 | val_loss: 0.0312501 | Time: 1750.58 ms [2021-06-26 22:05:03 main:574] : INFO : Epoch 1967 | loss: 0.0310126 | val_loss: 0.0312577 | Time: 1724.5 ms [2021-06-26 22:05:05 main:574] : INFO : Epoch 1968 | loss: 0.0310133 | val_loss: 0.0312715 | Time: 1664.19 ms [2021-06-26 22:05:07 main:574] : INFO : Epoch 1969 | loss: 0.0310147 | val_loss: 0.0312758 | Time: 1711.22 ms [2021-06-26 22:05:09 main:574] : INFO : Epoch 1970 | loss: 0.0310152 | val_loss: 0.0312921 | Time: 1720.01 ms [2021-06-26 22:05:10 main:574] : INFO : Epoch 1971 | loss: 0.0310113 | val_loss: 0.0312758 | Time: 1638.38 ms [2021-06-26 22:05:12 main:574] : INFO : Epoch 1972 | loss: 0.031012 | val_loss: 0.0312588 | Time: 1723.67 ms [2021-06-26 22:05:14 main:574] : INFO : Epoch 1973 | loss: 0.0310116 | val_loss: 0.0312462 | Time: 1676.42 ms [2021-06-26 22:05:15 main:574] : INFO : Epoch 1974 | loss: 0.0310138 | val_loss: 0.0312411 | Time: 1726.04 ms [2021-06-26 22:05:17 main:574] : INFO : Epoch 1975 | loss: 0.0310113 | val_loss: 0.0312687 | Time: 1762.13 ms [2021-06-26 22:05:19 main:574] : INFO : Epoch 1976 | loss: 0.0310132 | val_loss: 0.0312827 | Time: 1693.02 ms [2021-06-26 22:05:21 main:574] : INFO : Epoch 1977 | loss: 0.0310155 | val_loss: 0.0312654 | Time: 1685.19 ms [2021-06-26 22:05:22 main:574] : INFO : Epoch 1978 | loss: 0.0310085 | val_loss: 0.031267 | Time: 1683.27 ms [2021-06-26 22:05:24 main:574] : INFO : Epoch 1979 | loss: 0.031002 | val_loss: 0.0312532 | Time: 1674.84 ms [2021-06-26 22:05:26 main:574] : INFO : Epoch 1980 | loss: 0.0310091 | val_loss: 0.0312555 | Time: 1664.06 ms [2021-06-26 22:05:27 main:574] : INFO : Epoch 1981 | loss: 0.0310127 | val_loss: 0.0312661 | Time: 1705.18 ms [2021-06-26 22:05:29 main:574] : INFO : Epoch 1982 | loss: 0.0310086 | val_loss: 0.0312996 | Time: 1701 ms [2021-06-26 22:05:31 main:574] : INFO : Epoch 1983 | loss: 0.0310044 | val_loss: 0.0312784 | Time: 1674.38 ms [2021-06-26 22:05:32 main:574] : INFO : Epoch 1984 | loss: 0.0310072 | val_loss: 0.0312795 | Time: 1739.12 ms [2021-06-26 22:05:34 main:574] : INFO : Epoch 1985 | loss: 0.0310429 | val_loss: 0.0312501 | Time: 1739.93 ms [2021-06-26 22:05:36 main:574] : INFO : Epoch 1986 | loss: 0.0310274 | val_loss: 0.0312557 | Time: 1725.02 ms [2021-06-26 22:05:38 main:574] : INFO : Epoch 1987 | loss: 0.0310187 | val_loss: 0.0312507 | Time: 1715.51 ms [2021-06-26 22:05:39 main:574] : INFO : Epoch 1988 | loss: 0.0310153 | val_loss: 0.0312786 | Time: 1695.44 ms [2021-06-26 22:05:41 main:574] : INFO : Epoch 1989 | loss: 0.0310061 | val_loss: 0.0312706 | Time: 1687.31 ms [2021-06-26 22:05:43 main:574] : INFO : Epoch 1990 | loss: 0.0310014 | val_loss: 0.0312766 | Time: 1712.7 ms [2021-06-26 22:05:45 main:574] : INFO : Epoch 1991 | loss: 0.0309983 | val_loss: 0.0312503 | Time: 1748.02 ms [2021-06-26 22:05:46 main:574] : INFO : Epoch 1992 | loss: 0.0310035 | val_loss: 0.031264 | Time: 1686.7 ms [2021-06-26 22:05:48 main:574] : INFO : Epoch 1993 | loss: 0.0310052 | val_loss: 0.0312797 | Time: 1722.26 ms [2021-06-26 22:05:50 main:574] : INFO : Epoch 1994 | loss: 0.0310087 | val_loss: 0.0312806 | Time: 1639.2 ms [2021-06-26 22:05:51 main:574] : INFO : Epoch 1995 | loss: 0.0310199 | val_loss: 0.0312771 | Time: 1677.69 ms [2021-06-26 22:05:53 main:574] : INFO : Epoch 1996 | loss: 0.0310121 | val_loss: 0.0312551 | Time: 1695.31 ms [2021-06-26 22:05:55 main:574] : INFO : Epoch 1997 | loss: 0.0310114 | val_loss: 0.031261 | Time: 1692.03 ms [2021-06-26 22:05:56 main:574] : INFO : Epoch 1998 | loss: 0.0310153 | val_loss: 0.0312595 | Time: 1742.17 ms [2021-06-26 22:05:58 main:574] : INFO : Epoch 1999 | loss: 0.0310236 | val_loss: 0.0312632 | Time: 1733.2 ms [2021-06-26 22:06:00 main:574] : INFO : Epoch 2000 | loss: 0.0310138 | val_loss: 0.0312575 | Time: 1706.67 ms [2021-06-26 22:06:02 main:574] : INFO : Epoch 2001 | loss: 0.0310064 | val_loss: 0.0312776 | Time: 1681.71 ms [2021-06-26 22:06:03 main:574] : INFO : Epoch 2002 | loss: 0.0310101 | val_loss: 0.0312898 | Time: 1666.81 ms [2021-06-26 22:06:05 main:574] : INFO : Epoch 2003 | loss: 0.031007 | val_loss: 0.0312623 | Time: 1643.95 ms [2021-06-26 22:06:07 main:574] : INFO : Epoch 2004 | loss: 0.0310039 | val_loss: 0.0312541 | Time: 1680.26 ms [2021-06-26 22:06:08 main:574] : INFO : Epoch 2005 | loss: 0.0310055 | val_loss: 0.0312893 | Time: 1704.61 ms [2021-06-26 22:06:10 main:574] : INFO : Epoch 2006 | loss: 0.0310107 | val_loss: 0.0312679 | Time: 1706.11 ms [2021-06-26 22:06:12 main:574] : INFO : Epoch 2007 | loss: 0.031025 | val_loss: 0.0312702 | Time: 1698.46 ms [2021-06-26 22:06:13 main:574] : INFO : Epoch 2008 | loss: 0.0310162 | val_loss: 0.0312694 | Time: 1769.22 ms [2021-06-26 22:06:15 main:574] : INFO : Epoch 2009 | loss: 0.0310154 | val_loss: 0.0312438 | Time: 1750.07 ms [2021-06-26 22:06:17 main:574] : INFO : Epoch 2010 | loss: 0.0310072 | val_loss: 0.0312555 | Time: 1762.44 ms [2021-06-26 22:06:19 main:574] : INFO : Epoch 2011 | loss: 0.0310009 | val_loss: 0.0312759 | Time: 1686.55 ms [2021-06-26 22:06:20 main:574] : INFO : Epoch 2012 | loss: 0.0309994 | val_loss: 0.0312722 | Time: 1676.12 ms [2021-06-26 22:06:22 main:574] : INFO : Epoch 2013 | loss: 0.0310076 | val_loss: 0.0312814 | Time: 1712.9 ms [2021-06-26 22:06:24 main:574] : INFO : Epoch 2014 | loss: 0.0310082 | val_loss: 0.0312474 | Time: 1692.23 ms [2021-06-26 22:06:26 main:574] : INFO : Epoch 2015 | loss: 0.0310105 | val_loss: 0.0312524 | Time: 1679.2 ms [2021-06-26 22:06:27 main:574] : INFO : Epoch 2016 | loss: 0.0310152 | val_loss: 0.0312841 | Time: 1761.92 ms [2021-06-26 22:06:29 main:574] : INFO : Epoch 2017 | loss: 0.0310075 | val_loss: 0.0312746 | Time: 1733.85 ms [2021-06-26 22:06:31 main:574] : INFO : Epoch 2018 | loss: 0.0310036 | val_loss: 0.0312626 | Time: 1727.21 ms [2021-06-26 22:06:32 main:574] : INFO : Epoch 2019 | loss: 0.0310108 | val_loss: 0.0312472 | Time: 1687.77 ms [2021-06-26 22:06:34 main:574] : INFO : Epoch 2020 | loss: 0.0310215 | val_loss: 0.0312396 | Time: 1668.71 ms [2021-06-26 22:06:36 main:574] : INFO : Epoch 2021 | loss: 0.0310077 | val_loss: 0.0312767 | Time: 1740.79 ms [2021-06-26 22:06:38 main:574] : INFO : Epoch 2022 | loss: 0.0310092 | val_loss: 0.0312712 | Time: 1710.44 ms [2021-06-26 22:06:39 main:574] : INFO : Epoch 2023 | loss: 0.0310053 | val_loss: 0.0312588 | Time: 1723.04 ms [2021-06-26 22:06:41 main:574] : INFO : Epoch 2024 | loss: 0.0310108 | val_loss: 0.031291 | Time: 1700.98 ms [2021-06-26 22:06:43 main:574] : INFO : Epoch 2025 | loss: 0.0310103 | val_loss: 0.0312538 | Time: 1701.68 ms [2021-06-26 22:06:44 main:574] : INFO : Epoch 2026 | loss: 0.0310114 | val_loss: 0.0312922 | Time: 1689.39 ms [2021-06-26 22:06:46 main:574] : INFO : Epoch 2027 | loss: 0.031009 | val_loss: 0.0312423 | Time: 1754.84 ms [2021-06-26 22:06:48 main:574] : INFO : Epoch 2028 | loss: 0.0310074 | val_loss: 0.0312718 | Time: 1706.24 ms [2021-06-26 22:06:50 main:574] : INFO : Epoch 2029 | loss: 0.0310016 | val_loss: 0.0313015 | Time: 1761.15 ms [2021-06-26 22:06:51 main:574] : INFO : Epoch 2030 | loss: 0.0310073 | val_loss: 0.0312815 | Time: 1709.68 ms [2021-06-26 22:06:53 main:574] : INFO : Epoch 2031 | loss: 0.0310093 | val_loss: 0.031276 | Time: 1653.97 ms [2021-06-26 22:06:55 main:574] : INFO : Epoch 2032 | loss: 0.0310058 | val_loss: 0.0312898 | Time: 1672.5 ms [2021-06-26 22:06:57 main:574] : INFO : Epoch 2033 | loss: 0.0310025 | val_loss: 0.0312639 | Time: 1744.76 ms [2021-06-26 22:06:58 main:574] : INFO : Epoch 2034 | loss: 0.0310007 | val_loss: 0.0312737 | Time: 1684.79 ms [2021-06-26 22:07:00 main:574] : INFO : Epoch 2035 | loss: 0.0310096 | val_loss: 0.0312561 | Time: 1648.77 ms [2021-06-26 22:07:02 main:574] : INFO : Epoch 2036 | loss: 0.0310184 | val_loss: 0.0312473 | Time: 1736.44 ms [2021-06-26 22:07:03 main:574] : INFO : Epoch 2037 | loss: 0.0310145 | val_loss: 0.0312668 | Time: 1734.31 ms [2021-06-26 22:07:05 main:574] : INFO : Epoch 2038 | loss: 0.0310129 | val_loss: 0.0312698 | Time: 1823.07 ms [2021-06-26 22:07:07 main:574] : INFO : Epoch 2039 | loss: 0.0310222 | val_loss: 0.031272 | Time: 1692.22 ms [2021-06-26 22:07:09 main:574] : INFO : Epoch 2040 | loss: 0.0310162 | val_loss: 0.0312557 | Time: 1713.99 ms [2021-06-26 22:07:10 main:574] : INFO : Epoch 2041 | loss: 0.0310153 | val_loss: 0.0312801 | Time: 1748.19 ms [2021-06-26 22:07:12 main:574] : INFO : Epoch 2042 | loss: 0.0310052 | val_loss: 0.0312762 | Time: 1722.46 ms [2021-06-26 22:07:14 main:574] : INFO : Epoch 2043 | loss: 0.0310087 | val_loss: 0.0312965 | Time: 1682.65 ms [2021-06-26 22:07:16 main:574] : INFO : Epoch 2044 | loss: 0.0310139 | val_loss: 0.0312555 | Time: 1663.97 ms [2021-06-26 22:07:17 main:574] : INFO : Epoch 2045 | loss: 0.0310173 | val_loss: 0.0312865 | Time: 1674.9 ms [2021-06-26 22:07:19 main:574] : INFO : Epoch 2046 | loss: 0.0310145 | val_loss: 0.0312533 | Time: 1671.02 ms [2021-06-26 22:07:21 main:574] : INFO : Epoch 2047 | loss: 0.0310126 | val_loss: 0.0312928 | Time: 1691.35 ms [2021-06-26 22:07:22 main:574] : INFO : Epoch 2048 | loss: 0.0310188 | val_loss: 0.0312434 | Time: 1717.08 ms [2021-06-26 22:07:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312434 [2021-06-26 22:07:22 main:603] : INFO : Saving end state to config to file [2021-06-26 22:07:22 main:608] : INFO : Success, exiting.. 22:07:22 (800): 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)