Task 10404128
| Name | ParityModified-1639948506-28269-0_1 |
| Workunit | 7379132 |
| Created | 3 Jan 2022, 9:23:56 UTC |
| Sent | 3 Jan 2022, 11:03:31 UTC |
| Report deadline | 11 Jan 2022, 11:03:31 UTC |
| Received | 3 Jan 2022, 12:24:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8915 |
| Run time | 1 hours 0 min 26 sec |
| CPU time | 54 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,470.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 01-03 11:54:05 main:574] : INFO : Epoch 1569 | loss: 0.0311152 | val_loss: 0.0311794 | Time: 1730.55 ms [2022-01-03 11:54:06 main:574] : INFO : Epoch 1570 | loss: 0.0311117 | val_loss: 0.0311847 | Time: 1746.33 ms [2022-01-03 11:54:08 main:574] : INFO : Epoch 1571 | loss: 0.031109 | val_loss: 0.0311802 | Time: 1746.97 ms [2022-01-03 11:54:10 main:574] : INFO : Epoch 1572 | loss: 0.0311063 | val_loss: 0.0311891 | Time: 1760.63 ms [2022-01-03 11:54:12 main:574] : INFO : Epoch 1573 | loss: 0.031104 | val_loss: 0.0311804 | Time: 1803.4 ms [2022-01-03 11:54:14 main:574] : INFO : Epoch 1574 | loss: 0.0311062 | val_loss: 0.0311952 | Time: 1764.57 ms [2022-01-03 11:54:15 main:574] : INFO : Epoch 1575 | loss: 0.0311089 | val_loss: 0.0311825 | Time: 1757.83 ms [2022-01-03 11:54:17 main:574] : INFO : Epoch 1576 | loss: 0.0311085 | val_loss: 0.031182 | Time: 1738.89 ms [2022-01-03 11:54:19 main:574] : INFO : Epoch 1577 | loss: 0.0311084 | val_loss: 0.0311807 | Time: 1725.93 ms [2022-01-03 11:54:21 main:574] : INFO : Epoch 1578 | loss: 0.031107 | val_loss: 0.0311793 | Time: 1765.8 ms [2022-01-03 11:54:22 main:574] : INFO : Epoch 1579 | loss: 0.0311073 | val_loss: 0.0311959 | Time: 1742.93 ms [2022-01-03 11:54:24 main:574] : INFO : Epoch 1580 | loss: 0.0311142 | val_loss: 0.0311754 | Time: 1766.58 ms [2022-01-03 11:54:26 main:574] : INFO : Epoch 1581 | loss: 0.031115 | val_loss: 0.0311838 | Time: 1774.9 ms [2022-01-03 11:54:28 main:574] : INFO : Epoch 1582 | loss: 0.0311185 | val_loss: 0.0311763 | Time: 1761.12 ms [2022-01-03 11:54:29 main:574] : INFO : Epoch 1583 | loss: 0.0311222 | val_loss: 0.0311739 | Time: 1754.09 ms [2022-01-03 11:54:31 main:574] : INFO : Epoch 1584 | loss: 0.0311152 | val_loss: 0.0311859 | Time: 1755.26 ms [2022-01-03 11:54:33 main:574] : INFO : Epoch 1585 | loss: 0.0311091 | val_loss: 0.031175 | Time: 1743.48 ms [2022-01-03 11:54:35 main:574] : INFO : Epoch 1586 | loss: 0.0311069 | val_loss: 0.0311867 | Time: 1776.78 ms [2022-01-03 11:54:36 main:574] : INFO : Epoch 1587 | loss: 0.0311092 | val_loss: 0.0311754 | Time: 1768.31 ms [2022-01-03 11:54:38 main:574] : INFO : Epoch 1588 | loss: 0.0311033 | val_loss: 0.0311854 | Time: 1755.45 ms [2022-01-03 11:54:40 main:574] : INFO : Epoch 1589 | loss: 0.0311023 | val_loss: 0.0311811 | Time: 1779.46 ms [2022-01-03 11:54:42 main:574] : INFO : Epoch 1590 | loss: 0.0311022 | val_loss: 0.031192 | Time: 1757.87 ms [2022-01-03 11:54:44 main:574] : INFO : Epoch 1591 | loss: 0.0311017 | val_loss: 0.0311857 | Time: 1756.06 ms [2022-01-03 11:54:45 main:574] : INFO : Epoch 1592 | loss: 0.0311019 | val_loss: 0.0311862 | Time: 1819 ms [2022-01-03 11:54:47 main:574] : INFO : Epoch 1593 | loss: 0.0311013 | val_loss: 0.0311847 | Time: 1768.78 ms [2022-01-03 11:54:49 main:574] : INFO : Epoch 1594 | loss: 0.0311008 | val_loss: 0.0311871 | Time: 1733.75 ms [2022-01-03 11:54:51 main:574] : INFO : Epoch 1595 | loss: 0.0311026 | val_loss: 0.0311874 | Time: 1759.51 ms [2022-01-03 11:54:53 main:574] : INFO : Epoch 1596 | loss: 0.0311061 | val_loss: 0.0311894 | Time: 1757.76 ms [2022-01-03 11:54:54 main:574] : INFO : Epoch 1597 | loss: 0.0311057 | val_loss: 0.0311869 | Time: 1740.8 ms [2022-01-03 11:54:56 main:574] : INFO : Epoch 1598 | loss: 0.0311063 | val_loss: 0.0311855 | Time: 1750.44 ms [2022-01-03 11:54:58 main:574] : INFO : Epoch 1599 | loss: 0.0311028 | val_loss: 0.0311853 | Time: 1743.95 ms [2022-01-03 11:55:00 main:574] : INFO : Epoch 1600 | loss: 0.031106 | val_loss: 0.0311805 | Time: 1740.5 ms [2022-01-03 11:55:01 main:574] : INFO : Epoch 1601 | loss: 0.0311008 | val_loss: 0.0312053 | Time: 1733.05 ms [2022-01-03 11:55:03 main:574] : INFO : Epoch 1602 | loss: 0.0311023 | val_loss: 0.0311765 | Time: 1756.19 ms [2022-01-03 11:55:05 main:574] : INFO : Epoch 1603 | loss: 0.0311016 | val_loss: 0.0311851 | Time: 1728.74 ms [2022-01-03 11:55:07 main:574] : INFO : Epoch 1604 | loss: 0.0311107 | val_loss: 0.0311741 | Time: 1746 ms [2022-01-03 11:55:08 main:574] : INFO : Epoch 1605 | loss: 0.0311189 | val_loss: 0.0311764 | Time: 1756.2 ms [2022-01-03 11:55:10 main:574] : INFO : Epoch 1606 | loss: 0.0311491 | val_loss: 0.0311709 | Time: 1755.42 ms [2022-01-03 11:55:12 main:574] : INFO : Epoch 1607 | loss: 0.0311379 | val_loss: 0.0311688 | Time: 1792.93 ms [2022-01-03 11:55:14 main:574] : INFO : Epoch 1608 | loss: 0.0311275 | val_loss: 0.0311642 | Time: 1754.68 ms [2022-01-03 11:55:15 main:574] : INFO : Epoch 1609 | loss: 0.0311213 | val_loss: 0.0311695 | Time: 1758.98 ms [2022-01-03 11:55:17 main:574] : INFO : Epoch 1610 | loss: 0.031122 | val_loss: 0.0311848 | Time: 1739.9 ms [2022-01-03 11:55:19 main:574] : INFO : Epoch 1611 | loss: 0.0311172 | val_loss: 0.0311696 | Time: 1793.57 ms [2022-01-03 11:55:21 main:574] : INFO : Epoch 1612 | loss: 0.031109 | val_loss: 0.031174 | Time: 1749.1 ms [2022-01-03 11:55:23 main:574] : INFO : Epoch 1613 | loss: 0.0311061 | val_loss: 0.0311795 | Time: 1767.99 ms [2022-01-03 11:55:24 main:574] : INFO : Epoch 1614 | loss: 0.0311025 | val_loss: 0.0311839 | Time: 1746.65 ms [2022-01-03 11:55:26 main:574] : INFO : Epoch 1615 | loss: 0.031104 | val_loss: 0.0311802 | Time: 1754.16 ms [2022-01-03 11:55:28 main:574] : INFO : Epoch 1616 | loss: 0.0311025 | val_loss: 0.0311807 | Time: 1803.59 ms [2022-01-03 11:55:30 main:574] : INFO : Epoch 1617 | loss: 0.0311038 | val_loss: 0.0311939 | Time: 1743.21 ms [2022-01-03 11:55:31 main:574] : INFO : Epoch 1618 | loss: 0.0311018 | val_loss: 0.0311831 | Time: 1760.43 ms [2022-01-03 11:55:33 main:574] : INFO : Epoch 1619 | loss: 0.0311099 | val_loss: 0.0311789 | Time: 1736.12 ms [2022-01-03 11:55:35 main:574] : INFO : Epoch 1620 | loss: 0.0311043 | val_loss: 0.0311802 | Time: 1769.49 ms [2022-01-03 11:55:37 main:574] : INFO : Epoch 1621 | loss: 0.0311022 | val_loss: 0.0311814 | Time: 1811.69 ms [2022-01-03 11:55:39 main:574] : INFO : Epoch 1622 | loss: 0.0311057 | val_loss: 0.0311808 | Time: 1788.79 ms [2022-01-03 11:55:40 main:574] : INFO : Epoch 1623 | loss: 0.0311052 | val_loss: 0.0311834 | Time: 1788.26 ms [2022-01-03 11:55:42 main:574] : INFO : Epoch 1624 | loss: 0.0311023 | val_loss: 0.0311837 | Time: 1765.06 ms [2022-01-03 11:55:44 main:574] : INFO : Epoch 1625 | loss: 0.0311009 | val_loss: 0.0311814 | Time: 1960.67 ms [2022-01-03 11:55:46 main:574] : INFO : Epoch 1626 | loss: 0.0310998 | val_loss: 0.0311816 | Time: 1754.91 ms [2022-01-03 11:55:48 main:574] : INFO : Epoch 1627 | loss: 0.0311055 | val_loss: 0.031186 | Time: 1782.42 ms [2022-01-03 11:55:49 main:574] : INFO : Epoch 1628 | loss: 0.0311136 | val_loss: 0.0311813 | Time: 1710.46 ms [2022-01-03 11:55:51 main:574] : INFO : Epoch 1629 | loss: 0.03111 | val_loss: 0.0311798 | Time: 1712.24 ms [2022-01-03 11:55:53 main:574] : INFO : Epoch 1630 | loss: 0.0311086 | val_loss: 0.0311869 | Time: 1702.55 ms [2022-01-03 11:55:55 main:574] : INFO : Epoch 1631 | loss: 0.0311077 | val_loss: 0.0311855 | Time: 1750.16 ms [2022-01-03 11:55:56 main:574] : INFO : Epoch 1632 | loss: 0.0311027 | val_loss: 0.0311863 | Time: 1715.34 ms [2022-01-03 11:55:58 main:574] : INFO : Epoch 1633 | loss: 0.0310997 | val_loss: 0.0311876 | Time: 1720.46 ms [2022-01-03 11:56:00 main:574] : INFO : Epoch 1634 | loss: 0.0311058 | val_loss: 0.0311784 | Time: 1701.29 ms [2022-01-03 11:56:01 main:574] : INFO : Epoch 1635 | loss: 0.0310989 | val_loss: 0.0311923 | Time: 1709.34 ms [2022-01-03 11:56:03 main:574] : INFO : Epoch 1636 | loss: 0.0310996 | val_loss: 0.0311812 | Time: 1703.2 ms [2022-01-03 11:56:05 main:574] : INFO : Epoch 1637 | loss: 0.0311057 | val_loss: 0.0311791 | Time: 1719.87 ms [2022-01-03 11:56:07 main:574] : INFO : Epoch 1638 | loss: 0.0311075 | val_loss: 0.0311837 | Time: 1725.03 ms [2022-01-03 11:56:08 main:574] : INFO : Epoch 1639 | loss: 0.031112 | val_loss: 0.0311749 | Time: 1707.14 ms [2022-01-03 11:56:10 main:574] : INFO : Epoch 1640 | loss: 0.0311048 | val_loss: 0.031184 | Time: 1721.86 ms [2022-01-03 11:56:12 main:574] : INFO : Epoch 1641 | loss: 0.0311006 | val_loss: 0.0311806 | Time: 1720.77 ms [2022-01-03 11:56:14 main:574] : INFO : Epoch 1642 | loss: 0.0310984 | val_loss: 0.0311852 | Time: 1730.28 ms [2022-01-03 11:56:15 main:574] : INFO : Epoch 1643 | loss: 0.0311006 | val_loss: 0.0311826 | Time: 1736.04 ms [2022-01-03 11:56:17 main:574] : INFO : Epoch 1644 | loss: 0.0311004 | val_loss: 0.0311874 | Time: 1724.04 ms [2022-01-03 11:56:19 main:574] : INFO : Epoch 1645 | loss: 0.0311024 | val_loss: 0.0311882 | Time: 1712.9 ms [2022-01-03 11:56:20 main:574] : INFO : Epoch 1646 | loss: 0.0311044 | val_loss: 0.0311807 | Time: 1711.63 ms [2022-01-03 11:56:22 main:574] : INFO : Epoch 1647 | loss: 0.0310999 | val_loss: 0.0311811 | Time: 1692.15 ms [2022-01-03 11:56:24 main:574] : INFO : Epoch 1648 | loss: 0.0311002 | val_loss: 0.0311898 | Time: 1700.12 ms [2022-01-03 11:56:26 main:574] : INFO : Epoch 1649 | loss: 0.0311109 | val_loss: 0.0311751 | Time: 1675.8 ms [2022-01-03 11:56:27 main:574] : INFO : Epoch 1650 | loss: 0.0311276 | val_loss: 0.0311746 | Time: 1703.02 ms [2022-01-03 11:56:29 main:574] : INFO : Epoch 1651 | loss: 0.0311498 | val_loss: 0.0311728 | Time: 1693.36 ms [2022-01-03 11:56:31 main:574] : INFO : Epoch 1652 | loss: 0.0311513 | val_loss: 0.0311697 | Time: 1708.92 ms [2022-01-03 11:56:32 main:574] : INFO : Epoch 1653 | loss: 0.0311432 | val_loss: 0.0311634 | Time: 1706.48 ms [2022-01-03 11:56:34 main:574] : INFO : Epoch 1654 | loss: 0.031137 | val_loss: 0.0311621 | Time: 1718.93 ms [2022-01-03 11:56:36 main:574] : INFO : Epoch 1655 | loss: 0.031143 | val_loss: 0.0311799 | Time: 1697.86 ms [2022-01-03 11:56:38 main:574] : INFO : Epoch 1656 | loss: 0.0311368 | val_loss: 0.0311643 | Time: 1701 ms [2022-01-03 11:56:39 main:574] : INFO : Epoch 1657 | loss: 0.0311293 | val_loss: 0.0311611 | Time: 1833.78 ms [2022-01-03 11:56:41 main:574] : INFO : Epoch 1658 | loss: 0.0311265 | val_loss: 0.0311696 | Time: 1925.83 ms [2022-01-03 11:56:43 main:574] : INFO : Epoch 1659 | loss: 0.0311253 | val_loss: 0.0311686 | Time: 1716.55 ms [2022-01-03 11:56:45 main:574] : INFO : Epoch 1660 | loss: 0.0311253 | val_loss: 0.0311711 | Time: 1737.29 ms [2022-01-03 11:56:47 main:574] : INFO : Epoch 1661 | loss: 0.0311249 | val_loss: 0.0311761 | Time: 1716.34 ms [2022-01-03 11:56:48 main:574] : INFO : Epoch 1662 | loss: 0.0311249 | val_loss: 0.0311681 | Time: 1753.56 ms [2022-01-03 11:56:50 main:574] : INFO : Epoch 1663 | loss: 0.0311188 | val_loss: 0.0311689 | Time: 1727.95 ms [2022-01-03 11:56:52 main:574] : INFO : Epoch 1664 | loss: 0.0311175 | val_loss: 0.0311677 | Time: 1702.18 ms [2022-01-03 11:56:54 main:574] : INFO : Epoch 1665 | loss: 0.031116 | val_loss: 0.0311702 | Time: 1768.54 ms [2022-01-03 11:56:55 main:574] : INFO : Epoch 1666 | loss: 0.031115 | val_loss: 0.0311763 | Time: 1717.88 ms [2022-01-03 11:56:57 main:574] : INFO : Epoch 1667 | loss: 0.0311156 | val_loss: 0.0311742 | Time: 1713.84 ms [2022-01-03 11:56:59 main:574] : INFO : Epoch 1668 | loss: 0.0311129 | val_loss: 0.0311744 | Time: 1721.75 ms [2022-01-03 11:57:01 main:574] : INFO : Epoch 1669 | loss: 0.0311119 | val_loss: 0.0311751 | Time: 1738.28 ms [2022-01-03 11:57:02 main:574] : INFO : Epoch 1670 | loss: 0.0311136 | val_loss: 0.0311686 | Time: 1724.2 ms [2022-01-03 11:57:04 main:574] : INFO : Epoch 1671 | loss: 0.0311121 | val_loss: 0.0311736 | Time: 1717.27 ms [2022-01-03 11:57:06 main:574] : INFO : Epoch 1672 | loss: 0.0311102 | val_loss: 0.0311757 | Time: 1730.36 ms [2022-01-03 11:57:07 main:574] : INFO : Epoch 1673 | loss: 0.0311088 | val_loss: 0.0311763 | Time: 1720.41 ms [2022-01-03 11:57:09 main:574] : INFO : Epoch 1674 | loss: 0.031108 | val_loss: 0.0311765 | Time: 1709.29 ms [2022-01-03 11:57:11 main:574] : INFO : Epoch 1675 | loss: 0.0311158 | val_loss: 0.0311689 | Time: 1709.65 ms [2022-01-03 11:57:13 main:574] : INFO : Epoch 1676 | loss: 0.0311191 | val_loss: 0.0311752 | Time: 1694.7 ms [2022-01-03 11:57:14 main:574] : INFO : Epoch 1677 | loss: 0.0311155 | val_loss: 0.031178 | Time: 1706.4 ms [2022-01-03 11:57:16 main:574] : INFO : Epoch 1678 | loss: 0.0311164 | val_loss: 0.0311753 | Time: 1698.91 ms [2022-01-03 11:57:18 main:574] : INFO : Epoch 1679 | loss: 0.0311354 | val_loss: 0.0311702 | Time: 1712.83 ms [2022-01-03 11:57:20 main:574] : INFO : Epoch 1680 | loss: 0.0311257 | val_loss: 0.0311706 | Time: 1753.89 ms [2022-01-03 11:57:21 main:574] : INFO : Epoch 1681 | loss: 0.0311203 | val_loss: 0.0311746 | Time: 1714.27 ms [2022-01-03 11:57:23 main:574] : INFO : Epoch 1682 | loss: 0.0311186 | val_loss: 0.0311852 | Time: 1706.02 ms [2022-01-03 11:57:25 main:574] : INFO : Epoch 1683 | loss: 0.031114 | val_loss: 0.0311732 | Time: 1704.85 ms [2022-01-03 11:57:26 main:574] : INFO : Epoch 1684 | loss: 0.0311061 | val_loss: 0.0311804 | Time: 1703.42 ms [2022-01-03 11:57:28 main:574] : INFO : Epoch 1685 | loss: 0.0311055 | val_loss: 0.0311744 | Time: 1707.35 ms [2022-01-03 11:57:30 main:574] : INFO : Epoch 1686 | loss: 0.0311076 | val_loss: 0.0311761 | Time: 1709.03 ms [2022-01-03 11:57:32 main:574] : INFO : Epoch 1687 | loss: 0.0311052 | val_loss: 0.0311723 | Time: 1715.47 ms [2022-01-03 11:57:33 main:574] : INFO : Epoch 1688 | loss: 0.0311026 | val_loss: 0.0311766 | Time: 1701.33 ms [2022-01-03 11:57:35 main:574] : INFO : Epoch 1689 | loss: 0.0311035 | val_loss: 0.0311799 | Time: 1706.16 ms [2022-01-03 11:57:37 main:574] : INFO : Epoch 1690 | loss: 0.031107 | val_loss: 0.0311701 | Time: 1704.01 ms [2022-01-03 11:57:38 main:574] : INFO : Epoch 1691 | loss: 0.0311039 | val_loss: 0.0311775 | Time: 1696.1 ms [2022-01-03 11:57:40 main:574] : INFO : Epoch 1692 | loss: 0.0311054 | val_loss: 0.0311801 | Time: 1698.2 ms [2022-01-03 11:57:42 main:574] : INFO : Epoch 1693 | loss: 0.0311071 | val_loss: 0.0311855 | Time: 1708.6 ms [2022-01-03 11:57:44 main:574] : INFO : Epoch 1694 | loss: 0.0311034 | val_loss: 0.0311763 | Time: 1709.94 ms [2022-01-03 11:57:45 main:574] : INFO : Epoch 1695 | loss: 0.0311027 | val_loss: 0.031179 | Time: 1712.1 ms [2022-01-03 11:57:47 main:574] : INFO : Epoch 1696 | loss: 0.0311015 | val_loss: 0.0311862 | Time: 1694.01 ms [2022-01-03 11:57:49 main:574] : INFO : Epoch 1697 | loss: 0.0310999 | val_loss: 0.0311739 | Time: 1707.2 ms [2022-01-03 11:57:50 main:574] : INFO : Epoch 1698 | loss: 0.0310996 | val_loss: 0.0311872 | Time: 1697.82 ms [2022-01-03 11:57:52 main:574] : INFO : Epoch 1699 | loss: 0.0310987 | val_loss: 0.0311832 | Time: 1704.22 ms [2022-01-03 11:57:54 main:574] : INFO : Epoch 1700 | loss: 0.0311029 | val_loss: 0.031179 | Time: 1708.45 ms [2022-01-03 11:57:56 main:574] : INFO : Epoch 1701 | loss: 0.0311002 | val_loss: 0.0311714 | Time: 1708.96 ms [2022-01-03 11:57:57 main:574] : INFO : Epoch 1702 | loss: 0.0310996 | val_loss: 0.0311779 | Time: 1703.93 ms [2022-01-03 11:57:59 main:574] : INFO : Epoch 1703 | loss: 0.0311027 | val_loss: 0.0311822 | Time: 1704.05 ms [2022-01-03 11:58:01 main:574] : INFO : Epoch 1704 | loss: 0.0311006 | val_loss: 0.0311733 | Time: 1695.41 ms [2022-01-03 11:58:02 main:574] : INFO : Epoch 1705 | loss: 0.0311 | val_loss: 0.0311837 | Time: 1703.18 ms [2022-01-03 11:58:04 main:574] : INFO : Epoch 1706 | loss: 0.0311002 | val_loss: 0.0311767 | Time: 1709 ms [2022-01-03 11:58:06 main:574] : INFO : Epoch 1707 | loss: 0.0311005 | val_loss: 0.0311735 | Time: 1708.52 ms [2022-01-03 11:58:08 main:574] : INFO : Epoch 1708 | loss: 0.0310983 | val_loss: 0.0311744 | Time: 1706.38 ms [2022-01-03 11:58:09 main:574] : INFO : Epoch 1709 | loss: 0.0310995 | val_loss: 0.0311866 | Time: 1704.94 ms [2022-01-03 11:58:11 main:574] : INFO : Epoch 1710 | loss: 0.0310974 | val_loss: 0.0311759 | Time: 1697.18 ms [2022-01-03 11:58:13 main:574] : INFO : Epoch 1711 | loss: 0.0310984 | val_loss: 0.0311893 | Time: 1702.12 ms [2022-01-03 11:58:14 main:574] : INFO : Epoch 1712 | loss: 0.0311012 | val_loss: 0.0311798 | Time: 1707.39 ms [2022-01-03 11:58:16 main:574] : INFO : Epoch 1713 | loss: 0.0311011 | val_loss: 0.0311771 | Time: 1714.57 ms [2022-01-03 11:58:18 main:574] : INFO : Epoch 1714 | loss: 0.0311003 | val_loss: 0.0311807 | Time: 1710.74 ms [2022-01-03 11:58:20 main:574] : INFO : Epoch 1715 | loss: 0.0310966 | val_loss: 0.0311791 | Time: 1707.59 ms [2022-01-03 11:58:21 main:574] : INFO : Epoch 1716 | loss: 0.031096 | val_loss: 0.0311894 | Time: 1698.66 ms [2022-01-03 11:58:23 main:574] : INFO : Epoch 1717 | loss: 0.0310972 | val_loss: 0.0311902 | Time: 1703.42 ms [2022-01-03 11:58:25 main:574] : INFO : Epoch 1718 | loss: 0.0310938 | val_loss: 0.0311889 | Time: 1696.9 ms [2022-01-03 11:58:26 main:574] : INFO : Epoch 1719 | loss: 0.0310908 | val_loss: 0.0311873 | Time: 1708.92 ms [2022-01-03 11:58:28 main:574] : INFO : Epoch 1720 | loss: 0.0310971 | val_loss: 0.0311988 | Time: 1710.31 ms [2022-01-03 11:58:30 main:574] : INFO : Epoch 1721 | loss: 0.031099 | val_loss: 0.0311813 | Time: 1715.59 ms [2022-01-03 11:58:32 main:574] : INFO : Epoch 1722 | loss: 0.0310948 | val_loss: 0.0311811 | Time: 1704.45 ms [2022-01-03 11:58:33 main:574] : INFO : Epoch 1723 | loss: 0.0310967 | val_loss: 0.031185 | Time: 1702.89 ms [2022-01-03 11:58:35 main:574] : INFO : Epoch 1724 | loss: 0.0310932 | val_loss: 0.0311826 | Time: 1694.93 ms [2022-01-03 11:58:37 main:574] : INFO : Epoch 1725 | loss: 0.0310939 | val_loss: 0.0311853 | Time: 1705.31 ms [2022-01-03 11:58:38 main:574] : INFO : Epoch 1726 | loss: 0.0310918 | val_loss: 0.0311808 | Time: 1705.81 ms [2022-01-03 11:58:40 main:574] : INFO : Epoch 1727 | loss: 0.031107 | val_loss: 0.0311741 | Time: 1710.16 ms [2022-01-03 11:58:42 main:574] : INFO : Epoch 1728 | loss: 0.0311074 | val_loss: 0.0311846 | Time: 1710.39 ms [2022-01-03 11:58:44 main:574] : INFO : Epoch 1729 | loss: 0.0311119 | val_loss: 0.0311821 | Time: 1700.97 ms [2022-01-03 11:58:45 main:574] : INFO : Epoch 1730 | loss: 0.0311031 | val_loss: 0.0311859 | Time: 1698.97 ms [2022-01-03 11:58:47 main:574] : INFO : Epoch 1731 | loss: 0.031099 | val_loss: 0.0311796 | Time: 1700.74 ms [2022-01-03 11:58:49 main:574] : INFO : Epoch 1732 | loss: 0.0311077 | val_loss: 0.031178 | Time: 1691.79 ms [2022-01-03 11:58:50 main:574] : INFO : Epoch 1733 | loss: 0.0311304 | val_loss: 0.0311733 | Time: 1712.51 ms [2022-01-03 11:58:52 main:574] : INFO : Epoch 1734 | loss: 0.0311198 | val_loss: 0.0311711 | Time: 1707.16 ms [2022-01-03 11:58:54 main:574] : INFO : Epoch 1735 | loss: 0.0311089 | val_loss: 0.0311703 | Time: 1706.8 ms [2022-01-03 11:58:56 main:574] : INFO : Epoch 1736 | loss: 0.0311057 | val_loss: 0.0311747 | Time: 1697.31 ms [2022-01-03 11:58:57 main:574] : INFO : Epoch 1737 | loss: 0.0311017 | val_loss: 0.031187 | Time: 1708.68 ms [2022-01-03 11:58:59 main:574] : INFO : Epoch 1738 | loss: 0.0311025 | val_loss: 0.031175 | Time: 1699.6 ms [2022-01-03 11:59:01 main:574] : INFO : Epoch 1739 | loss: 0.0310981 | val_loss: 0.031178 | Time: 1713.43 ms [2022-01-03 11:59:02 main:574] : INFO : Epoch 1740 | loss: 0.031095 | val_loss: 0.0311782 | Time: 1711.64 ms [2022-01-03 11:59:04 main:574] : INFO : Epoch 1741 | loss: 0.0311006 | val_loss: 0.0311862 | Time: 1707.76 ms [2022-01-03 11:59:06 main:574] : INFO : Epoch 1742 | loss: 0.0311036 | val_loss: 0.0311787 | Time: 1709.75 ms [2022-01-03 11:59:08 main:574] : INFO : Epoch 1743 | loss: 0.0311005 | val_loss: 0.0311778 | Time: 1699.3 ms [2022-01-03 11:59:09 main:574] : INFO : Epoch 1744 | loss: 0.0310977 | val_loss: 0.0311786 | Time: 1707.67 ms [2022-01-03 11:59:11 main:574] : INFO : Epoch 1745 | loss: 0.0310921 | val_loss: 0.0311857 | Time: 1696.43 ms [2022-01-03 11:59:13 main:574] : INFO : Epoch 1746 | loss: 0.0310927 | val_loss: 0.0311855 | Time: 1712.24 ms [2022-01-03 11:59:14 main:574] : INFO : Epoch 1747 | loss: 0.0310933 | val_loss: 0.0311821 | Time: 1721.55 ms [2022-01-03 11:59:16 main:574] : INFO : Epoch 1748 | loss: 0.0310969 | val_loss: 0.031185 | Time: 1707.29 ms [2022-01-03 11:59:18 main:574] : INFO : Epoch 1749 | loss: 0.0310931 | val_loss: 0.0311894 | Time: 1701.92 ms [2022-01-03 11:59:20 main:574] : INFO : Epoch 1750 | loss: 0.0310923 | val_loss: 0.0311891 | Time: 1695.66 ms [2022-01-03 11:59:21 main:574] : INFO : Epoch 1751 | loss: 0.0310922 | val_loss: 0.0311957 | Time: 1697.42 ms [2022-01-03 11:59:23 main:574] : INFO : Epoch 1752 | loss: 0.031091 | val_loss: 0.0311873 | Time: 1704.54 ms [2022-01-03 11:59:25 main:574] : INFO : Epoch 1753 | loss: 0.0310911 | val_loss: 0.0311998 | Time: 1702.2 ms [2022-01-03 11:59:26 main:574] : INFO : Epoch 1754 | loss: 0.0310921 | val_loss: 0.0311836 | Time: 1709.09 ms [2022-01-03 11:59:28 main:574] : INFO : Epoch 1755 | loss: 0.0310931 | val_loss: 0.0311822 | Time: 1704.17 ms [2022-01-03 11:59:30 main:574] : INFO : Epoch 1756 | loss: 0.0310959 | val_loss: 0.0311844 | Time: 1703.45 ms [2022-01-03 11:59:32 main:574] : INFO : Epoch 1757 | loss: 0.0310931 | val_loss: 0.0311925 | Time: 1705.09 ms [2022-01-03 11:59:33 main:574] : INFO : Epoch 1758 | loss: 0.0310941 | val_loss: 0.0311907 | Time: 1704.9 ms [2022-01-03 11:59:35 main:574] : INFO : Epoch 1759 | loss: 0.0310958 | val_loss: 0.0311902 | Time: 1702.67 ms [2022-01-03 11:59:37 main:574] : INFO : Epoch 1760 | loss: 0.0310955 | val_loss: 0.0311868 | Time: 1713.86 ms [2022-01-03 11:59:39 main:574] : INFO : Epoch 1761 | loss: 0.0311 | val_loss: 0.0311928 | Time: 1710.79 ms [2022-01-03 11:59:40 main:574] : INFO : Epoch 1762 | loss: 0.0311013 | val_loss: 0.0311942 | Time: 1704.75 ms [2022-01-03 11:59:42 main:574] : INFO : Epoch 1763 | loss: 0.0310953 | val_loss: 0.0311849 | Time: 1695.12 ms [2022-01-03 11:59:44 main:574] : INFO : Epoch 1764 | loss: 0.0310949 | val_loss: 0.0311791 | Time: 1705.4 ms [2022-01-03 11:59:45 main:574] : INFO : Epoch 1765 | loss: 0.031093 | val_loss: 0.0311832 | Time: 1696.49 ms [2022-01-03 11:59:47 main:574] : INFO : Epoch 1766 | loss: 0.0310884 | val_loss: 0.031197 | Time: 1712.39 ms [2022-01-03 11:59:49 main:574] : INFO : Epoch 1767 | loss: 0.0310881 | val_loss: 0.0311834 | Time: 1709.82 ms [2022-01-03 11:59:51 main:574] : INFO : Epoch 1768 | loss: 0.0310897 | val_loss: 0.0311942 | Time: 1711.84 ms [2022-01-03 11:59:52 main:574] : INFO : Epoch 1769 | loss: 0.0310899 | val_loss: 0.0311798 | Time: 1704.36 ms [2022-01-03 11:59:54 main:574] : INFO : Epoch 1770 | loss: 0.0310926 | val_loss: 0.0311834 | Time: 1703.26 ms [2022-01-03 11:59:56 main:574] : INFO : Epoch 1771 | loss: 0.0310938 | val_loss: 0.0311944 | Time: 1700.92 ms [2022-01-03 11:59:57 main:574] : INFO : Epoch 1772 | loss: 0.0310898 | val_loss: 0.0311893 | Time: 1700.09 ms [2022-01-03 11:59:59 main:574] : INFO : Epoch 1773 | loss: 0.0310907 | val_loss: 0.0311838 | Time: 1690.95 ms [2022-01-03 12:00:01 main:574] : INFO : Epoch 1774 | loss: 0.0310904 | val_loss: 0.031182 | Time: 1761.36 ms [2022-01-03 12:00:03 main:574] : INFO : Epoch 1775 | loss: 0.0310961 | val_loss: 0.0311851 | Time: 1690.14 ms [2022-01-03 12:00:04 main:574] : INFO : Epoch 1776 | loss: 0.0311106 | val_loss: 0.0311831 | Time: 1704 ms [2022-01-03 12:00:06 main:574] : INFO : Epoch 1777 | loss: 0.0311059 | val_loss: 0.0311788 | Time: 1709.9 ms [2022-01-03 12:00:08 main:574] : INFO : Epoch 1778 | loss: 0.0311016 | val_loss: 0.0311903 | Time: 1707.11 ms [2022-01-03 12:00:09 main:574] : INFO : Epoch 1779 | loss: 0.0310963 | val_loss: 0.0311908 | Time: 1697.9 ms [2022-01-03 12:00:11 main:574] : INFO : Epoch 1780 | loss: 0.0311031 | val_loss: 0.0311818 | Time: 1703.18 ms [2022-01-03 12:00:13 main:574] : INFO : Epoch 1781 | loss: 0.0311199 | val_loss: 0.0311741 | Time: 1761.43 ms [2022-01-03 12:00:15 main:574] : INFO : Epoch 1782 | loss: 0.0311208 | val_loss: 0.0311731 | Time: 1728.06 ms [2022-01-03 12:00:16 main:574] : INFO : Epoch 1783 | loss: 0.0311157 | val_loss: 0.0311922 | Time: 1701.04 ms [2022-01-03 12:00:18 main:574] : INFO : Epoch 1784 | loss: 0.0311111 | val_loss: 0.0311897 | Time: 1718.16 ms [2022-01-03 12:00:20 main:574] : INFO : Epoch 1785 | loss: 0.0311034 | val_loss: 0.0311843 | Time: 1712.72 ms [2022-01-03 12:00:22 main:574] : INFO : Epoch 1786 | loss: 0.0311031 | val_loss: 0.0311884 | Time: 1738.56 ms [2022-01-03 12:00:23 main:574] : INFO : Epoch 1787 | loss: 0.0311073 | val_loss: 0.0311819 | Time: 1744.44 ms [2022-01-03 12:00:25 main:574] : INFO : Epoch 1788 | loss: 0.0310997 | val_loss: 0.0311809 | Time: 1763.51 ms [2022-01-03 12:00:27 main:574] : INFO : Epoch 1789 | loss: 0.031096 | val_loss: 0.0311836 | Time: 1766.45 ms [2022-01-03 12:00:29 main:574] : INFO : Epoch 1790 | loss: 0.0310968 | val_loss: 0.0311873 | Time: 1716.62 ms [2022-01-03 12:00:30 main:574] : INFO : Epoch 1791 | loss: 0.0310956 | val_loss: 0.0311909 | Time: 1719.98 ms [2022-01-03 12:00:32 main:574] : INFO : Epoch 1792 | loss: 0.0310975 | val_loss: 0.0311812 | Time: 1720.89 ms [2022-01-03 12:00:34 main:574] : INFO : Epoch 1793 | loss: 0.0310945 | val_loss: 0.0311866 | Time: 1760.73 ms [2022-01-03 12:00:36 main:574] : INFO : Epoch 1794 | loss: 0.0310926 | val_loss: 0.0311912 | Time: 1685.35 ms [2022-01-03 12:00:37 main:574] : INFO : Epoch 1795 | loss: 0.0310954 | val_loss: 0.0311856 | Time: 1710.02 ms [2022-01-03 12:00:39 main:574] : INFO : Epoch 1796 | loss: 0.0310968 | val_loss: 0.0311955 | Time: 1747.67 ms [2022-01-03 12:00:41 main:574] : INFO : Epoch 1797 | loss: 0.0310918 | val_loss: 0.0311969 | Time: 1703.18 ms [2022-01-03 12:00:42 main:574] : INFO : Epoch 1798 | loss: 0.0310931 | val_loss: 0.0311859 | Time: 1786.22 ms [2022-01-03 12:00:44 main:574] : INFO : Epoch 1799 | loss: 0.0310954 | val_loss: 0.0311872 | Time: 1717.96 ms [2022-01-03 12:00:46 main:574] : INFO : Epoch 1800 | loss: 0.0310928 | val_loss: 0.0311853 | Time: 1752.04 ms [2022-01-03 12:00:48 main:574] : INFO : Epoch 1801 | loss: 0.0310904 | val_loss: 0.0311945 | Time: 1705.68 ms [2022-01-03 12:00:49 main:574] : INFO : Epoch 1802 | loss: 0.0310876 | val_loss: 0.0312029 | Time: 1705.82 ms [2022-01-03 12:00:51 main:574] : INFO : Epoch 1803 | loss: 0.0310889 | val_loss: 0.0311914 | Time: 1689.23 ms [2022-01-03 12:00:53 main:574] : INFO : Epoch 1804 | loss: 0.0310887 | val_loss: 0.0311965 | Time: 1682.65 ms [2022-01-03 12:00:55 main:574] : INFO : Epoch 1805 | loss: 0.0310896 | val_loss: 0.031193 | Time: 1692.77 ms [2022-01-03 12:00:56 main:574] : INFO : Epoch 1806 | loss: 0.0310881 | val_loss: 0.0311923 | Time: 1693.03 ms [2022-01-03 12:00:58 main:574] : INFO : Epoch 1807 | loss: 0.0310924 | val_loss: 0.0311914 | Time: 1700.73 ms [2022-01-03 12:01:00 main:574] : INFO : Epoch 1808 | loss: 0.0310929 | val_loss: 0.0311899 | Time: 1703.31 ms [2022-01-03 12:01:01 main:574] : INFO : Epoch 1809 | loss: 0.031091 | val_loss: 0.0311951 | Time: 1707.32 ms [2022-01-03 12:01:03 main:574] : INFO : Epoch 1810 | loss: 0.0310882 | val_loss: 0.0312008 | Time: 1718.06 ms [2022-01-03 12:01:05 main:574] : INFO : Epoch 1811 | loss: 0.031084 | val_loss: 0.0311893 | Time: 1663.51 ms [2022-01-03 12:01:06 main:574] : INFO : Epoch 1812 | loss: 0.0310917 | val_loss: 0.0312027 | Time: 1671.73 ms [2022-01-03 12:01:08 main:574] : INFO : Epoch 1813 | loss: 0.0346245 | val_loss: 0.0331368 | Time: 1693.6 ms [2022-01-03 12:01:10 main:574] : INFO : Epoch 1814 | loss: 0.0328465 | val_loss: 0.0318356 | Time: 1701.4 ms [2022-01-03 12:01:12 main:574] : INFO : Epoch 1815 | loss: 0.0314312 | val_loss: 0.0313175 | Time: 1704.75 ms [2022-01-03 12:01:13 main:574] : INFO : Epoch 1816 | loss: 0.0312771 | val_loss: 0.0312693 | Time: 1716.87 ms [2022-01-03 12:01:15 main:574] : INFO : Epoch 1817 | loss: 0.0312542 | val_loss: 0.0312483 | Time: 1705.31 ms [2022-01-03 12:01:17 main:574] : INFO : Epoch 1818 | loss: 0.031245 | val_loss: 0.0312428 | Time: 1692.3 ms [2022-01-03 12:01:18 main:574] : INFO : Epoch 1819 | loss: 0.0312413 | val_loss: 0.0312392 | Time: 1693.97 ms [2022-01-03 12:01:20 main:574] : INFO : Epoch 1820 | loss: 0.0312388 | val_loss: 0.0312359 | Time: 1671.24 ms [2022-01-03 12:01:22 main:574] : INFO : Epoch 1821 | loss: 0.0312352 | val_loss: 0.0312318 | Time: 1701.83 ms [2022-01-03 12:01:24 main:574] : INFO : Epoch 1822 | loss: 0.0312312 | val_loss: 0.0312281 | Time: 1718.55 ms [2022-01-03 12:01:25 main:574] : INFO : Epoch 1823 | loss: 0.0312276 | val_loss: 0.0312253 | Time: 1734.55 ms [2022-01-03 12:01:27 main:574] : INFO : Epoch 1824 | loss: 0.0312244 | val_loss: 0.0312176 | Time: 1684.2 ms [2022-01-03 12:01:29 main:574] : INFO : Epoch 1825 | loss: 0.0312192 | val_loss: 0.0312153 | Time: 1683.22 ms [2022-01-03 12:01:30 main:574] : INFO : Epoch 1826 | loss: 0.0312149 | val_loss: 0.0312097 | Time: 1678.16 ms [2022-01-03 12:01:32 main:574] : INFO : Epoch 1827 | loss: 0.0312111 | val_loss: 0.0312089 | Time: 1694.34 ms [2022-01-03 12:01:34 main:574] : INFO : Epoch 1828 | loss: 0.031211 | val_loss: 0.031204 | Time: 1717.6 ms [2022-01-03 12:01:36 main:574] : INFO : Epoch 1829 | loss: 0.0312088 | val_loss: 0.0312009 | Time: 1694.08 ms [2022-01-03 12:01:37 main:574] : INFO : Epoch 1830 | loss: 0.0312042 | val_loss: 0.0311998 | Time: 1692.52 ms [2022-01-03 12:01:39 main:574] : INFO : Epoch 1831 | loss: 0.031201 | val_loss: 0.0311965 | Time: 1668.47 ms [2022-01-03 12:01:41 main:574] : INFO : Epoch 1832 | loss: 0.0311992 | val_loss: 0.031198 | Time: 1692.97 ms [2022-01-03 12:01:42 main:574] : INFO : Epoch 1833 | loss: 0.0311991 | val_loss: 0.0311944 | Time: 1673.04 ms [2022-01-03 12:01:44 main:574] : INFO : Epoch 1834 | loss: 0.0311977 | val_loss: 0.031194 | Time: 1700.02 ms [2022-01-03 12:01:46 main:574] : INFO : Epoch 1835 | loss: 0.0311976 | val_loss: 0.0311961 | Time: 1687.15 ms [2022-01-03 12:01:47 main:574] : INFO : Epoch 1836 | loss: 0.0311992 | val_loss: 0.0311945 | Time: 1690.56 ms [2022-01-03 12:01:49 main:574] : INFO : Epoch 1837 | loss: 0.031198 | val_loss: 0.0311958 | Time: 1681.42 ms [2022-01-03 12:01:51 main:574] : INFO : Epoch 1838 | loss: 0.0311958 | val_loss: 0.0311933 | Time: 1685.23 ms [2022-01-03 12:01:52 main:574] : INFO : Epoch 1839 | loss: 0.0311958 | val_loss: 0.0311916 | Time: 1677.38 ms [2022-01-03 12:01:54 main:574] : INFO : Epoch 1840 | loss: 0.0311955 | val_loss: 0.0311926 | Time: 1680.72 ms [2022-01-03 12:01:56 main:574] : INFO : Epoch 1841 | loss: 0.0311955 | val_loss: 0.0311909 | Time: 1715.23 ms [2022-01-03 12:01:58 main:574] : INFO : Epoch 1842 | loss: 0.0311948 | val_loss: 0.0311906 | Time: 1687.48 ms [2022-01-03 12:01:59 main:574] : INFO : Epoch 1843 | loss: 0.0311945 | val_loss: 0.0311909 | Time: 1679.69 ms [2022-01-03 12:02:01 main:574] : INFO : Epoch 1844 | loss: 0.0311938 | val_loss: 0.03119 | Time: 1681.64 ms [2022-01-03 12:02:03 main:574] : INFO : Epoch 1845 | loss: 0.031194 | val_loss: 0.0311905 | Time: 1691.29 ms [2022-01-03 12:02:04 main:574] : INFO : Epoch 1846 | loss: 0.0311938 | val_loss: 0.0311904 | Time: 1703.07 ms [2022-01-03 12:02:06 main:574] : INFO : Epoch 1847 | loss: 0.0311937 | val_loss: 0.0311898 | Time: 1689.85 ms [2022-01-03 12:02:08 main:574] : INFO : Epoch 1848 | loss: 0.0311932 | val_loss: 0.0311895 | Time: 1685.65 ms [2022-01-03 12:02:10 main:574] : INFO : Epoch 1849 | loss: 0.0311942 | val_loss: 0.031193 | Time: 1695.22 ms [2022-01-03 12:02:11 main:574] : INFO : Epoch 1850 | loss: 0.0311938 | val_loss: 0.0311944 | Time: 1700.44 ms [2022-01-03 12:02:13 main:574] : INFO : Epoch 1851 | loss: 0.0311935 | val_loss: 0.031189 | Time: 1680.66 ms [2022-01-03 12:02:15 main:574] : INFO : Epoch 1852 | loss: 0.0311924 | val_loss: 0.031189 | Time: 1680.98 ms [2022-01-03 12:02:16 main:574] : INFO : Epoch 1853 | loss: 0.0311952 | val_loss: 0.0311938 | Time: 1720.95 ms [2022-01-03 12:02:18 main:574] : INFO : Epoch 1854 | loss: 0.0311931 | val_loss: 0.0311886 | Time: 1678.69 ms [2022-01-03 12:02:20 main:574] : INFO : Epoch 1855 | loss: 0.0311919 | val_loss: 0.0311884 | Time: 1677.83 ms [2022-01-03 12:02:21 main:574] : INFO : Epoch 1856 | loss: 0.0311927 | val_loss: 0.0311894 | Time: 1672.07 ms [2022-01-03 12:02:23 main:574] : INFO : Epoch 1857 | loss: 0.0311918 | val_loss: 0.0311886 | Time: 1719.2 ms [2022-01-03 12:02:25 main:574] : INFO : Epoch 1858 | loss: 0.0311913 | val_loss: 0.031189 | Time: 1735.04 ms [2022-01-03 12:02:27 main:574] : INFO : Epoch 1859 | loss: 0.0311925 | val_loss: 0.0311919 | Time: 1679.9 ms [2022-01-03 12:02:28 main:574] : INFO : Epoch 1860 | loss: 0.0311932 | val_loss: 0.0311879 | Time: 1770.94 ms [2022-01-03 12:02:30 main:574] : INFO : Epoch 1861 | loss: 0.0311918 | val_loss: 0.0311895 | Time: 1732.29 ms [2022-01-03 12:02:32 main:574] : INFO : Epoch 1862 | loss: 0.0311932 | val_loss: 0.0311908 | Time: 1695.64 ms [2022-01-03 12:02:33 main:574] : INFO : Epoch 1863 | loss: 0.0311921 | val_loss: 0.0311877 | Time: 1670.53 ms [2022-01-03 12:02:35 main:574] : INFO : Epoch 1864 | loss: 0.0311924 | val_loss: 0.0311876 | Time: 1682.72 ms [2022-01-03 12:02:37 main:574] : INFO : Epoch 1865 | loss: 0.0311913 | val_loss: 0.0311877 | Time: 1668.43 ms [2022-01-03 12:02:39 main:574] : INFO : Epoch 1866 | loss: 0.0311929 | val_loss: 0.0311879 | Time: 1713.84 ms [2022-01-03 12:02:40 main:574] : INFO : Epoch 1867 | loss: 0.0311912 | val_loss: 0.0311898 | Time: 1702.67 ms [2022-01-03 12:02:42 main:574] : INFO : Epoch 1868 | loss: 0.031191 | val_loss: 0.0311907 | Time: 1758.27 ms [2022-01-03 12:02:44 main:574] : INFO : Epoch 1869 | loss: 0.0311928 | val_loss: 0.0311904 | Time: 1714.03 ms [2022-01-03 12:02:46 main:574] : INFO : Epoch 1870 | loss: 0.0311918 | val_loss: 0.0311892 | Time: 1753.78 ms [2022-01-03 12:02:47 main:574] : INFO : Epoch 1871 | loss: 0.0311909 | val_loss: 0.0311877 | Time: 1783.53 ms [2022-01-03 12:02:49 main:574] : INFO : Epoch 1872 | loss: 0.0311911 | val_loss: 0.0311912 | Time: 1730.09 ms [2022-01-03 12:02:51 main:574] : INFO : Epoch 1873 | loss: 0.0311926 | val_loss: 0.03119 | Time: 1707.58 ms [2022-01-03 12:02:53 main:574] : INFO : Epoch 1874 | loss: 0.0311909 | val_loss: 0.0311883 | Time: 1739.48 ms [2022-01-03 12:02:54 main:574] : INFO : Epoch 1875 | loss: 0.03119 | val_loss: 0.0311884 | Time: 1696.45 ms [2022-01-03 12:02:56 main:574] : INFO : Epoch 1876 | loss: 0.0311898 | val_loss: 0.0311882 | Time: 1690.42 ms [2022-01-03 12:02:58 main:574] : INFO : Epoch 1877 | loss: 0.0311917 | val_loss: 0.0311881 | Time: 1677.47 ms [2022-01-03 12:02:59 main:574] : INFO : Epoch 1878 | loss: 0.0311912 | val_loss: 0.0311881 | Time: 1709.32 ms [2022-01-03 12:03:01 main:574] : INFO : Epoch 1879 | loss: 0.0311913 | val_loss: 0.0311865 | Time: 1739.85 ms [2022-01-03 12:03:03 main:574] : INFO : Epoch 1880 | loss: 0.0311899 | val_loss: 0.0311915 | Time: 1725.53 ms [2022-01-03 12:03:05 main:574] : INFO : Epoch 1881 | loss: 0.0311927 | val_loss: 0.0311864 | Time: 1755.45 ms [2022-01-03 12:03:06 main:574] : INFO : Epoch 1882 | loss: 0.0311899 | val_loss: 0.0311918 | Time: 1733.66 ms [2022-01-03 12:03:08 main:574] : INFO : Epoch 1883 | loss: 0.0311912 | val_loss: 0.0311861 | Time: 1699.44 ms [2022-01-03 12:03:10 main:574] : INFO : Epoch 1884 | loss: 0.0311886 | val_loss: 0.0311857 | Time: 1693.2 ms [2022-01-03 12:03:12 main:574] : INFO : Epoch 1885 | loss: 0.0311904 | val_loss: 0.0311857 | Time: 1705.66 ms [2022-01-03 12:03:13 main:574] : INFO : Epoch 1886 | loss: 0.0311885 | val_loss: 0.0311854 | Time: 1699.66 ms [2022-01-03 12:03:15 main:574] : INFO : Epoch 1887 | loss: 0.0311884 | val_loss: 0.0311855 | Time: 1795.14 ms [2022-01-03 12:03:17 main:574] : INFO : Epoch 1888 | loss: 0.0311895 | val_loss: 0.0311878 | Time: 1681.97 ms [2022-01-03 12:03:18 main:574] : INFO : Epoch 1889 | loss: 0.0311891 | val_loss: 0.0311852 | Time: 1714.71 ms [2022-01-03 12:03:20 main:574] : INFO : Epoch 1890 | loss: 0.0311887 | val_loss: 0.0311861 | Time: 1680.86 ms [2022-01-03 12:03:22 main:574] : INFO : Epoch 1891 | loss: 0.0311886 | val_loss: 0.0311851 | Time: 1680.45 ms [2022-01-03 12:03:24 main:574] : INFO : Epoch 1892 | loss: 0.0311886 | val_loss: 0.0311912 | Time: 1690.69 ms [2022-01-03 12:03:25 main:574] : INFO : Epoch 1893 | loss: 0.0311894 | val_loss: 0.031188 | Time: 1674.13 ms [2022-01-03 12:03:27 main:574] : INFO : Epoch 1894 | loss: 0.031189 | val_loss: 0.0311875 | Time: 1685.25 ms [2022-01-03 12:03:29 main:574] : INFO : Epoch 1895 | loss: 0.0311881 | val_loss: 0.0311869 | Time: 1711.89 ms [2022-01-03 12:03:30 main:574] : INFO : Epoch 1896 | loss: 0.0311882 | val_loss: 0.0311848 | Time: 1726.7 ms [2022-01-03 12:03:32 main:574] : INFO : Epoch 1897 | loss: 0.0311872 | val_loss: 0.0311842 | Time: 1684.06 ms [2022-01-03 12:03:34 main:574] : INFO : Epoch 1898 | loss: 0.0311877 | val_loss: 0.0311845 | Time: 1724.28 ms [2022-01-03 12:03:35 main:574] : INFO : Epoch 1899 | loss: 0.0311903 | val_loss: 0.0311871 | Time: 1672.2 ms [2022-01-03 12:03:37 main:574] : INFO : Epoch 1900 | loss: 0.0311899 | val_loss: 0.031184 | Time: 1681.43 ms [2022-01-03 12:03:39 main:574] : INFO : Epoch 1901 | loss: 0.0311892 | val_loss: 0.0311836 | Time: 1688.09 ms [2022-01-03 12:03:41 main:574] : INFO : Epoch 1902 | loss: 0.0311879 | val_loss: 0.0311846 | Time: 1707.21 ms [2022-01-03 12:03:42 main:574] : INFO : Epoch 1903 | loss: 0.0311881 | val_loss: 0.0311848 | Time: 1704.72 ms [2022-01-03 12:03:44 main:574] : INFO : Epoch 1904 | loss: 0.0311871 | val_loss: 0.0311848 | Time: 1722.59 ms [2022-01-03 12:03:46 main:574] : INFO : Epoch 1905 | loss: 0.0311862 | val_loss: 0.0311874 | Time: 1682.35 ms [2022-01-03 12:03:47 main:574] : INFO : Epoch 1906 | loss: 0.0311882 | val_loss: 0.0311938 | Time: 1688.37 ms [2022-01-03 12:03:49 main:574] : INFO : Epoch 1907 | loss: 0.0311886 | val_loss: 0.031184 | Time: 1686.24 ms [2022-01-03 12:03:51 main:574] : INFO : Epoch 1908 | loss: 0.0311883 | val_loss: 0.0311833 | Time: 1685.38 ms [2022-01-03 12:03:53 main:574] : INFO : Epoch 1909 | loss: 0.0311862 | val_loss: 0.0311844 | Time: 1728.5 ms [2022-01-03 12:03:54 main:574] : INFO : Epoch 1910 | loss: 0.0311863 | val_loss: 0.0311848 | Time: 1705.84 ms [2022-01-03 12:03:56 main:574] : INFO : Epoch 1911 | loss: 0.0311877 | val_loss: 0.0311867 | Time: 1682.61 ms [2022-01-03 12:03:58 main:574] : INFO : Epoch 1912 | loss: 0.0311936 | val_loss: 0.0312051 | Time: 1696.73 ms [2022-01-03 12:03:59 main:574] : INFO : Epoch 1913 | loss: 0.0311922 | val_loss: 0.0311832 | Time: 1704.46 ms [2022-01-03 12:04:01 main:574] : INFO : Epoch 1914 | loss: 0.0311857 | val_loss: 0.0311827 | Time: 1691.22 ms [2022-01-03 12:04:03 main:574] : INFO : Epoch 1915 | loss: 0.0311851 | val_loss: 0.0311834 | Time: 1687.36 ms [2022-01-03 12:04:04 main:574] : INFO : Epoch 1916 | loss: 0.0311865 | val_loss: 0.0311832 | Time: 1699.53 ms [2022-01-03 12:04:06 main:574] : INFO : Epoch 1917 | loss: 0.0311876 | val_loss: 0.0311903 | Time: 1696.93 ms [2022-01-03 12:04:08 main:574] : INFO : Epoch 1918 | loss: 0.0311873 | val_loss: 0.031183 | Time: 1680.24 ms [2022-01-03 12:04:10 main:574] : INFO : Epoch 1919 | loss: 0.0311849 | val_loss: 0.0311829 | Time: 1678.56 ms [2022-01-03 12:04:11 main:574] : INFO : Epoch 1920 | loss: 0.031185 | val_loss: 0.0311842 | Time: 1684.53 ms [2022-01-03 12:04:13 main:574] : INFO : Epoch 1921 | loss: 0.0311853 | val_loss: 0.0311827 | Time: 1804.3 ms [2022-01-03 12:04:15 main:574] : INFO : Epoch 1922 | loss: 0.0311881 | val_loss: 0.0311824 | Time: 1699.15 ms [2022-01-03 12:04:16 main:574] : INFO : Epoch 1923 | loss: 0.0311868 | val_loss: 0.0311856 | Time: 1676.51 ms [2022-01-03 12:04:18 main:574] : INFO : Epoch 1924 | loss: 0.0311872 | val_loss: 0.0311841 | Time: 1678.93 ms [2022-01-03 12:04:20 main:574] : INFO : Epoch 1925 | loss: 0.0311869 | val_loss: 0.0311879 | Time: 1678.08 ms [2022-01-03 12:04:22 main:574] : INFO : Epoch 1926 | loss: 0.0311856 | val_loss: 0.031184 | Time: 1779.55 ms [2022-01-03 12:04:23 main:574] : INFO : Epoch 1927 | loss: 0.0311869 | val_loss: 0.0311909 | Time: 1709.7 ms [2022-01-03 12:04:25 main:574] : INFO : Epoch 1928 | loss: 0.0311882 | val_loss: 0.0311827 | Time: 1687.75 ms [2022-01-03 12:04:27 main:574] : INFO : Epoch 1929 | loss: 0.0311904 | val_loss: 0.0311879 | Time: 1700.09 ms [2022-01-03 12:04:28 main:574] : INFO : Epoch 1930 | loss: 0.0311884 | val_loss: 0.0311838 | Time: 1696.65 ms [2022-01-03 12:04:30 main:574] : INFO : Epoch 1931 | loss: 0.031187 | val_loss: 0.0311823 | Time: 1708.42 ms [2022-01-03 12:04:32 main:574] : INFO : Epoch 1932 | loss: 0.0311848 | val_loss: 0.0311822 | Time: 1739.2 ms [2022-01-03 12:04:34 main:574] : INFO : Epoch 1933 | loss: 0.0311838 | val_loss: 0.0311838 | Time: 1688.6 ms [2022-01-03 12:04:35 main:574] : INFO : Epoch 1934 | loss: 0.0311844 | val_loss: 0.0311815 | Time: 1696.66 ms [2022-01-03 12:04:37 main:574] : INFO : Epoch 1935 | loss: 0.0311844 | val_loss: 0.0311861 | Time: 1713.46 ms [2022-01-03 12:04:39 main:574] : INFO : Epoch 1936 | loss: 0.0311858 | val_loss: 0.0311811 | Time: 1807 ms [2022-01-03 12:04:41 main:574] : INFO : Epoch 1937 | loss: 0.0311831 | val_loss: 0.0311821 | Time: 1679.92 ms [2022-01-03 12:04:42 main:574] : INFO : Epoch 1938 | loss: 0.0311825 | val_loss: 0.0311818 | Time: 1725.39 ms [2022-01-03 12:04:44 main:574] : INFO : Epoch 1939 | loss: 0.0311858 | val_loss: 0.0311858 | Time: 1679.94 ms [2022-01-03 12:04:46 main:574] : INFO : Epoch 1940 | loss: 0.0311845 | val_loss: 0.0311834 | Time: 1681.79 ms [2022-01-03 12:04:47 main:574] : INFO : Epoch 1941 | loss: 0.0311833 | val_loss: 0.0311825 | Time: 1684.3 ms [2022-01-03 12:04:49 main:574] : INFO : Epoch 1942 | loss: 0.0311825 | val_loss: 0.031182 | Time: 1763.2 ms [2022-01-03 12:04:51 main:574] : INFO : Epoch 1943 | loss: 0.0311848 | val_loss: 0.0311825 | Time: 1717.19 ms [2022-01-03 12:04:53 main:574] : INFO : Epoch 1944 | loss: 0.0311839 | val_loss: 0.0311815 | Time: 1720.58 ms [2022-01-03 12:04:54 main:574] : INFO : Epoch 1945 | loss: 0.0311815 | val_loss: 0.0311821 | Time: 1711.91 ms [2022-01-03 12:04:56 main:574] : INFO : Epoch 1946 | loss: 0.0311819 | val_loss: 0.0311816 | Time: 1773.91 ms [2022-01-03 12:04:58 main:574] : INFO : Epoch 1947 | loss: 0.0311809 | val_loss: 0.0311807 | Time: 1684.86 ms [2022-01-03 12:05:00 main:574] : INFO : Epoch 1948 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 1823.23 ms [2022-01-03 12:05:01 main:574] : INFO : Epoch 1949 | loss: 0.0311818 | val_loss: 0.0311821 | Time: 1707.98 ms [2022-01-03 12:05:03 main:574] : INFO : Epoch 1950 | loss: 0.0311823 | val_loss: 0.0311813 | Time: 1688.93 ms [2022-01-03 12:05:05 main:574] : INFO : Epoch 1951 | loss: 0.0311819 | val_loss: 0.0311825 | Time: 1703.09 ms [2022-01-03 12:05:07 main:574] : INFO : Epoch 1952 | loss: 0.0311826 | val_loss: 0.0311797 | Time: 1689.7 ms [2022-01-03 12:05:08 main:574] : INFO : Epoch 1953 | loss: 0.0311811 | val_loss: 0.0311862 | Time: 1715.54 ms [2022-01-03 12:05:10 main:574] : INFO : Epoch 1954 | loss: 0.0311814 | val_loss: 0.0311809 | Time: 1691.79 ms [2022-01-03 12:05:12 main:574] : INFO : Epoch 1955 | loss: 0.0311817 | val_loss: 0.0311867 | Time: 1695.33 ms [2022-01-03 12:05:13 main:574] : INFO : Epoch 1956 | loss: 0.0311819 | val_loss: 0.0311815 | Time: 1710.89 ms [2022-01-03 12:05:15 main:574] : INFO : Epoch 1957 | loss: 0.0311794 | val_loss: 0.0311796 | Time: 1685.41 ms [2022-01-03 12:05:17 main:574] : INFO : Epoch 1958 | loss: 0.0311786 | val_loss: 0.0311803 | Time: 1738.33 ms [2022-01-03 12:05:19 main:574] : INFO : Epoch 1959 | loss: 0.0311794 | val_loss: 0.0311836 | Time: 2464.57 ms [2022-01-03 12:05:22 main:574] : INFO : Epoch 1960 | loss: 0.0311808 | val_loss: 0.0311816 | Time: 2911.45 ms [2022-01-03 12:05:24 main:574] : INFO : Epoch 1961 | loss: 0.031179 | val_loss: 0.0311827 | Time: 1698.04 ms [2022-01-03 12:05:26 main:574] : INFO : Epoch 1962 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 1673.44 ms [2022-01-03 12:05:28 main:574] : INFO : Epoch 1963 | loss: 0.031177 | val_loss: 0.0311919 | Time: 2126.98 ms [2022-01-03 12:05:30 main:574] : INFO : Epoch 1964 | loss: 0.0311817 | val_loss: 0.031185 | Time: 1804.41 ms [2022-01-03 12:05:31 main:574] : INFO : Epoch 1965 | loss: 0.0311786 | val_loss: 0.031184 | Time: 1795.24 ms [2022-01-03 12:05:33 main:574] : INFO : Epoch 1966 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 1711.05 ms [2022-01-03 12:05:35 main:574] : INFO : Epoch 1967 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 1702.57 ms [2022-01-03 12:05:37 main:574] : INFO : Epoch 1968 | loss: 0.0311751 | val_loss: 0.0311794 | Time: 1730.51 ms [2022-01-03 12:05:38 main:574] : INFO : Epoch 1969 | loss: 0.0311783 | val_loss: 0.0311943 | Time: 1859.69 ms [2022-01-03 12:05:40 main:574] : INFO : Epoch 1970 | loss: 0.0311791 | val_loss: 0.0311868 | Time: 1727.09 ms [2022-01-03 12:05:42 main:574] : INFO : Epoch 1971 | loss: 0.0311797 | val_loss: 0.0311858 | Time: 1717.9 ms [2022-01-03 12:05:44 main:574] : INFO : Epoch 1972 | loss: 0.0311831 | val_loss: 0.0311807 | Time: 1780.17 ms [2022-01-03 12:05:45 main:574] : INFO : Epoch 1973 | loss: 0.0311833 | val_loss: 0.0311827 | Time: 1686.57 ms [2022-01-03 12:05:47 main:574] : INFO : Epoch 1974 | loss: 0.0311802 | val_loss: 0.0311808 | Time: 1688.95 ms [2022-01-03 12:05:49 main:574] : INFO : Epoch 1975 | loss: 0.0311797 | val_loss: 0.0311779 | Time: 1781.78 ms [2022-01-03 12:05:51 main:574] : INFO : Epoch 1976 | loss: 0.0311758 | val_loss: 0.0311768 | Time: 1814.38 ms [2022-01-03 12:05:52 main:574] : INFO : Epoch 1977 | loss: 0.0311758 | val_loss: 0.0311751 | Time: 1702.07 ms [2022-01-03 12:05:54 main:574] : INFO : Epoch 1978 | loss: 0.0311766 | val_loss: 0.0311743 | Time: 1803.29 ms [2022-01-03 12:05:56 main:574] : INFO : Epoch 1979 | loss: 0.031176 | val_loss: 0.0311754 | Time: 1722 ms [2022-01-03 12:05:58 main:574] : INFO : Epoch 1980 | loss: 0.031174 | val_loss: 0.031177 | Time: 1762.17 ms [2022-01-03 12:05:59 main:574] : INFO : Epoch 1981 | loss: 0.0311726 | val_loss: 0.0311766 | Time: 1721.09 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970) [2022-01-03 12:22:13 main:435] : INFO : Set logging level to 1 [2022-01-03 12:22:13 main:441] : INFO : Running in BOINC Client mode [2022-01-03 12:22:13 main:444] : INFO : Resolving all filenames [2022-01-03 12:22:13 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-01-03 12:22:13 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-01-03 12:22:13 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-01-03 12:22:13 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-01-03 12:22:13 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-01-03 12:22:13 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-01-03 12:22:13 main:474] : INFO : Configuration: [2022-01-03 12:22:13 main:475] : INFO : Model type: GRU [2022-01-03 12:22:13 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-01-03 12:22:13 main:477] : INFO : Max Epochs: 2048 [2022-01-03 12:22:13 main:478] : INFO : Batch Size: 128 [2022-01-03 12:22:13 main:479] : INFO : Learning Rate: 0.01 [2022-01-03 12:22:13 main:480] : INFO : Patience: 10 [2022-01-03 12:22:13 main:481] : INFO : Hidden Width: 12 [2022-01-03 12:22:13 main:482] : INFO : # Recurrent Layers: 4 [2022-01-03 12:22:13 main:483] : INFO : # Backend Layers: 4 [2022-01-03 12:22:13 main:484] : INFO : # Threads: 1 [2022-01-03 12:22:13 main:486] : INFO : Preparing Dataset [2022-01-03 12:22:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-01-03 12:22:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-01-03 12:22:15 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-01-03 12:22:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-01-03 12:22:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-01-03 12:22:15 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-01-03 12:22:15 main:494] : INFO : Creating Model [2022-01-03 12:22:15 main:507] : INFO : Preparing config file [2022-01-03 12:22:15 main:511] : INFO : Found checkpoint, attempting to load... [2022-01-03 12:22:16 main:512] : INFO : Loading config [2022-01-03 12:22:16 main:514] : INFO : Loading state [2022-01-03 12:22:16 main:559] : INFO : Loading DataLoader into Memory [2022-01-03 12:22:16 main:562] : INFO : Starting Training [2022-01-03 12:22:18 main:574] : INFO : Epoch 1980 | loss: 0.0316319 | val_loss: 0.0313112 | Time: 2016.92 ms [2022-01-03 12:22:20 main:574] : INFO : Epoch 1981 | loss: 0.0312737 | val_loss: 0.031261 | Time: 1780.04 ms [2022-01-03 12:22:22 main:574] : INFO : Epoch 1982 | loss: 0.031252 | val_loss: 0.0312435 | Time: 1778.6 ms [2022-01-03 12:22:24 main:574] : INFO : Epoch 1983 | loss: 0.0312409 | val_loss: 0.0312362 | Time: 1826.85 ms [2022-01-03 12:22:25 main:574] : INFO : Epoch 1984 | loss: 0.0312293 | val_loss: 0.0312183 | Time: 1783.92 ms [2022-01-03 12:22:27 main:574] : INFO : Epoch 1985 | loss: 0.031205 | val_loss: 0.0311862 | Time: 1789.21 ms [2022-01-03 12:22:29 main:574] : INFO : Epoch 1986 | loss: 0.0311854 | val_loss: 0.031184 | Time: 1786.54 ms [2022-01-03 12:22:31 main:574] : INFO : Epoch 1987 | loss: 0.0311891 | val_loss: 0.031186 | Time: 1784.97 ms [2022-01-03 12:22:33 main:574] : INFO : Epoch 1988 | loss: 0.031186 | val_loss: 0.0311827 | Time: 1794.62 ms [2022-01-03 12:22:34 main:574] : INFO : Epoch 1989 | loss: 0.0311833 | val_loss: 0.0311818 | Time: 1829.54 ms [2022-01-03 12:22:36 main:574] : INFO : Epoch 1990 | loss: 0.0311823 | val_loss: 0.0311806 | Time: 1786.47 ms [2022-01-03 12:22:38 main:574] : INFO : Epoch 1991 | loss: 0.0311807 | val_loss: 0.0311783 | Time: 1792.1 ms [2022-01-03 12:22:40 main:574] : INFO : Epoch 1992 | loss: 0.0311797 | val_loss: 0.031183 | Time: 1860.93 ms [2022-01-03 12:22:42 main:574] : INFO : Epoch 1993 | loss: 0.0311811 | val_loss: 0.0311826 | Time: 1797.44 ms [2022-01-03 12:22:43 main:574] : INFO : Epoch 1994 | loss: 0.0311804 | val_loss: 0.0311781 | Time: 1676.57 ms [2022-01-03 12:22:45 main:574] : INFO : Epoch 1995 | loss: 0.0311799 | val_loss: 0.0311805 | Time: 1683.35 ms [2022-01-03 12:22:47 main:574] : INFO : Epoch 1996 | loss: 0.0311806 | val_loss: 0.0311847 | Time: 1735.74 ms [2022-01-03 12:22:49 main:574] : INFO : Epoch 1997 | loss: 0.0311772 | val_loss: 0.0311784 | Time: 1892.4 ms [2022-01-03 12:22:51 main:574] : INFO : Epoch 1998 | loss: 0.031176 | val_loss: 0.0311784 | Time: 1817.62 ms [2022-01-03 12:22:52 main:574] : INFO : Epoch 1999 | loss: 0.0311762 | val_loss: 0.0311767 | Time: 1772.55 ms [2022-01-03 12:22:54 main:574] : INFO : Epoch 2000 | loss: 0.0311744 | val_loss: 0.0311769 | Time: 1779.35 ms [2022-01-03 12:22:56 main:574] : INFO : Epoch 2001 | loss: 0.0311742 | val_loss: 0.0311784 | Time: 1768.6 ms [2022-01-03 12:22:58 main:574] : INFO : Epoch 2002 | loss: 0.0311743 | val_loss: 0.0311764 | Time: 1768.59 ms [2022-01-03 12:22:59 main:574] : INFO : Epoch 2003 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 1784.35 ms [2022-01-03 12:23:01 main:574] : INFO : Epoch 2004 | loss: 0.0311729 | val_loss: 0.0311787 | Time: 1732.42 ms [2022-01-03 12:23:03 main:574] : INFO : Epoch 2005 | loss: 0.0311726 | val_loss: 0.031178 | Time: 1733.97 ms [2022-01-03 12:23:05 main:574] : INFO : Epoch 2006 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 1787.22 ms [2022-01-03 12:23:07 main:574] : INFO : Epoch 2007 | loss: 0.0311736 | val_loss: 0.031178 | Time: 1716.95 ms [2022-01-03 12:23:08 main:574] : INFO : Epoch 2008 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 1713.17 ms [2022-01-03 12:23:10 main:574] : INFO : Epoch 2009 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 1718.53 ms [2022-01-03 12:23:12 main:574] : INFO : Epoch 2010 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 1720.16 ms [2022-01-03 12:23:13 main:574] : INFO : Epoch 2011 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 1728.11 ms [2022-01-03 12:23:15 main:574] : INFO : Epoch 2012 | loss: 0.0311717 | val_loss: 0.0311766 | Time: 1714.93 ms [2022-01-03 12:23:17 main:574] : INFO : Epoch 2013 | loss: 0.0311721 | val_loss: 0.0311842 | Time: 1725.25 ms [2022-01-03 12:23:19 main:574] : INFO : Epoch 2014 | loss: 0.0311829 | val_loss: 0.0311979 | Time: 1724.85 ms [2022-01-03 12:23:20 main:574] : INFO : Epoch 2015 | loss: 0.0311912 | val_loss: 0.0311876 | Time: 1730.38 ms [2022-01-03 12:23:22 main:574] : INFO : Epoch 2016 | loss: 0.0311857 | val_loss: 0.0311856 | Time: 1732.05 ms [2022-01-03 12:23:24 main:574] : INFO : Epoch 2017 | loss: 0.0311845 | val_loss: 0.0311835 | Time: 1723.05 ms [2022-01-03 12:23:26 main:574] : INFO : Epoch 2018 | loss: 0.0311815 | val_loss: 0.0311834 | Time: 1716.91 ms [2022-01-03 12:23:27 main:574] : INFO : Epoch 2019 | loss: 0.0311786 | val_loss: 0.0311802 | Time: 1712.55 ms [2022-01-03 12:23:29 main:574] : INFO : Epoch 2020 | loss: 0.0311797 | val_loss: 0.031182 | Time: 1723.77 ms [2022-01-03 12:23:31 main:574] : INFO : Epoch 2021 | loss: 0.0311779 | val_loss: 0.0311793 | Time: 1726.04 ms [2022-01-03 12:23:33 main:574] : INFO : Epoch 2022 | loss: 0.0311753 | val_loss: 0.0311792 | Time: 1726.74 ms [2022-01-03 12:23:34 main:574] : INFO : Epoch 2023 | loss: 0.0311749 | val_loss: 0.0311759 | Time: 1721.59 ms [2022-01-03 12:23:36 main:574] : INFO : Epoch 2024 | loss: 0.0311746 | val_loss: 0.0311778 | Time: 1723.06 ms [2022-01-03 12:23:38 main:574] : INFO : Epoch 2025 | loss: 0.0311744 | val_loss: 0.0311765 | Time: 1717.76 ms [2022-01-03 12:23:39 main:574] : INFO : Epoch 2026 | loss: 0.0311742 | val_loss: 0.0311775 | Time: 1718.12 ms [2022-01-03 12:23:41 main:574] : INFO : Epoch 2027 | loss: 0.0311741 | val_loss: 0.031178 | Time: 1720.73 ms [2022-01-03 12:23:43 main:574] : INFO : Epoch 2028 | loss: 0.031173 | val_loss: 0.0311815 | Time: 1727.18 ms [2022-01-03 12:23:45 main:574] : INFO : Epoch 2029 | loss: 0.0311751 | val_loss: 0.0311767 | Time: 1767.48 ms [2022-01-03 12:23:46 main:574] : INFO : Epoch 2030 | loss: 0.0311742 | val_loss: 0.0311798 | Time: 1726.67 ms [2022-01-03 12:23:48 main:574] : INFO : Epoch 2031 | loss: 0.0311751 | val_loss: 0.031179 | Time: 1722.48 ms [2022-01-03 12:23:50 main:574] : INFO : Epoch 2032 | loss: 0.0311784 | val_loss: 0.0311813 | Time: 1716.4 ms [2022-01-03 12:23:52 main:574] : INFO : Epoch 2033 | loss: 0.0311769 | val_loss: 0.0311749 | Time: 1718.7 ms [2022-01-03 12:23:53 main:574] : INFO : Epoch 2034 | loss: 0.0311755 | val_loss: 0.0311843 | Time: 1720.33 ms [2022-01-03 12:23:55 main:574] : INFO : Epoch 2035 | loss: 0.0311724 | val_loss: 0.0311758 | Time: 1723.38 ms [2022-01-03 12:23:57 main:574] : INFO : Epoch 2036 | loss: 0.0311711 | val_loss: 0.0311747 | Time: 1732.48 ms [2022-01-03 12:23:59 main:574] : INFO : Epoch 2037 | loss: 0.0311709 | val_loss: 0.0311752 | Time: 1726.58 ms [2022-01-03 12:24:00 main:574] : INFO : Epoch 2038 | loss: 0.0311705 | val_loss: 0.0311796 | Time: 1715.13 ms [2022-01-03 12:24:02 main:574] : INFO : Epoch 2039 | loss: 0.0311704 | val_loss: 0.0311807 | Time: 1723.69 ms [2022-01-03 12:24:04 main:574] : INFO : Epoch 2040 | loss: 0.0311699 | val_loss: 0.031176 | Time: 1714.83 ms [2022-01-03 12:24:05 main:574] : INFO : Epoch 2041 | loss: 0.0311698 | val_loss: 0.0311776 | Time: 1723.1 ms [2022-01-03 12:24:07 main:574] : INFO : Epoch 2042 | loss: 0.0311685 | val_loss: 0.0311758 | Time: 1730.43 ms [2022-01-03 12:24:09 main:574] : INFO : Epoch 2043 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 1730.04 ms [2022-01-03 12:24:11 main:574] : INFO : Epoch 2044 | loss: 0.0311677 | val_loss: 0.0311773 | Time: 1727.03 ms [2022-01-03 12:24:12 main:574] : INFO : Epoch 2045 | loss: 0.0311674 | val_loss: 0.0311796 | Time: 1721.6 ms [2022-01-03 12:24:14 main:574] : INFO : Epoch 2046 | loss: 0.0311673 | val_loss: 0.0311804 | Time: 1721.64 ms [2022-01-03 12:24:16 main:574] : INFO : Epoch 2047 | loss: 0.0311674 | val_loss: 0.0311757 | Time: 1706.93 ms [2022-01-03 12:24:18 main:574] : INFO : Epoch 2048 | loss: 0.0311674 | val_loss: 0.031175 | Time: 1741.42 ms [2022-01-03 12:24:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031175 [2022-01-03 12:24:18 main:603] : INFO : Saving end state to config to file [2022-01-03 12:24:18 main:608] : INFO : Success, exiting.. 12:24:18 (14960): 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)