Task 3317833
| Name | ParityModified-1608176501-20769-0_0 |
| Workunit | 1584766 |
| Created | 17 Dec 2020, 3:41:45 UTC |
| Sent | 18 Dec 2020, 12:17:14 UTC |
| Report deadline | 26 Dec 2020, 12:17:14 UTC |
| Received | 19 Dec 2020, 3:06:50 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 52 min 57 sec |
| CPU time | 52 min 51 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1668 | loss: 0.0312071 | val_loss: 0.031209 | Time: 1567.71 ms
[2020-12-18 21:52:56 main:581] : INFO : Epoch 1669 | loss: 0.0312091 | val_loss: 0.0312161 | Time: 1565.31 ms
[2020-12-18 21:52:57 main:581] : INFO : Epoch 1670 | loss: 0.0312075 | val_loss: 0.0312108 | Time: 1581.34 ms
[2020-12-18 21:52:59 main:581] : INFO : Epoch 1671 | loss: 0.0312061 | val_loss: 0.0312106 | Time: 1565.73 ms
[2020-12-18 21:53:00 main:581] : INFO : Epoch 1672 | loss: 0.0312052 | val_loss: 0.0312077 | Time: 1568.55 ms
[2020-12-18 21:53:02 main:581] : INFO : Epoch 1673 | loss: 0.0312048 | val_loss: 0.0312081 | Time: 1565.17 ms
[2020-12-18 21:53:03 main:581] : INFO : Epoch 1674 | loss: 0.0312055 | val_loss: 0.031208 | Time: 1564.98 ms
[2020-12-18 21:53:05 main:581] : INFO : Epoch 1675 | loss: 0.0312057 | val_loss: 0.0312082 | Time: 1566.49 ms
[2020-12-18 21:53:07 main:581] : INFO : Epoch 1676 | loss: 0.0312054 | val_loss: 0.0312108 | Time: 1562.53 ms
[2020-12-18 21:53:08 main:581] : INFO : Epoch 1677 | loss: 0.0312043 | val_loss: 0.0312073 | Time: 1564.18 ms
[2020-12-18 21:53:10 main:581] : INFO : Epoch 1678 | loss: 0.0312032 | val_loss: 0.0312072 | Time: 1563.62 ms
[2020-12-18 21:53:11 main:581] : INFO : Epoch 1679 | loss: 0.0312044 | val_loss: 0.0312123 | Time: 1567.49 ms
[2020-12-18 21:53:13 main:581] : INFO : Epoch 1680 | loss: 0.0312046 | val_loss: 0.0312065 | Time: 1564.63 ms
[2020-12-18 21:53:14 main:581] : INFO : Epoch 1681 | loss: 0.0312062 | val_loss: 0.0312092 | Time: 1560.82 ms
[2020-12-18 21:53:16 main:581] : INFO : Epoch 1682 | loss: 0.0312047 | val_loss: 0.0312068 | Time: 1562.84 ms
[2020-12-18 21:53:17 main:581] : INFO : Epoch 1683 | loss: 0.0312049 | val_loss: 0.0312111 | Time: 1564.79 ms
[2020-12-18 21:53:19 main:581] : INFO : Epoch 1684 | loss: 0.0312071 | val_loss: 0.0312087 | Time: 1566.08 ms
[2020-12-18 21:53:21 main:581] : INFO : Epoch 1685 | loss: 0.0312055 | val_loss: 0.0312111 | Time: 1562.95 ms
[2020-12-18 21:53:22 main:581] : INFO : Epoch 1686 | loss: 0.0312047 | val_loss: 0.0312075 | Time: 1571.97 ms
[2020-12-18 21:53:24 main:581] : INFO : Epoch 1687 | loss: 0.0312031 | val_loss: 0.0312067 | Time: 1559.17 ms
[2020-12-18 21:53:25 main:581] : INFO : Epoch 1688 | loss: 0.0312053 | val_loss: 0.0312074 | Time: 1563.8 ms
[2020-12-18 21:53:27 main:581] : INFO : Epoch 1689 | loss: 0.0312044 | val_loss: 0.0312064 | Time: 1564.46 ms
[2020-12-18 21:53:28 main:581] : INFO : Epoch 1690 | loss: 0.0312042 | val_loss: 0.0312069 | Time: 1562.82 ms
[2020-12-18 21:53:30 main:581] : INFO : Epoch 1691 | loss: 0.0312093 | val_loss: 0.0312084 | Time: 1565.63 ms
[2020-12-18 21:53:32 main:581] : INFO : Epoch 1692 | loss: 0.0312054 | val_loss: 0.0312089 | Time: 1565.41 ms
[2020-12-18 21:53:33 main:581] : INFO : Epoch 1693 | loss: 0.0312026 | val_loss: 0.0312076 | Time: 1564.98 ms
[2020-12-18 21:53:35 main:581] : INFO : Epoch 1694 | loss: 0.0312032 | val_loss: 0.0312125 | Time: 1563.57 ms
[2020-12-18 21:53:36 main:581] : INFO : Epoch 1695 | loss: 0.0312092 | val_loss: 0.0312106 | Time: 1564.97 ms
[2020-12-18 21:53:38 main:581] : INFO : Epoch 1696 | loss: 0.0312035 | val_loss: 0.0312092 | Time: 1566.79 ms
[2020-12-18 21:53:39 main:581] : INFO : Epoch 1697 | loss: 0.0312032 | val_loss: 0.031209 | Time: 1563.51 ms
[2020-12-18 21:53:41 main:581] : INFO : Epoch 1698 | loss: 0.0312051 | val_loss: 0.0312064 | Time: 1566.57 ms
[2020-12-18 21:53:43 main:581] : INFO : Epoch 1699 | loss: 0.0312032 | val_loss: 0.0312125 | Time: 1569.59 ms
[2020-12-18 21:53:44 main:581] : INFO : Epoch 1700 | loss: 0.0312073 | val_loss: 0.0312076 | Time: 1566.54 ms
[2020-12-18 21:53:46 main:581] : INFO : Epoch 1701 | loss: 0.0312035 | val_loss: 0.0312086 | Time: 1563.01 ms
[2020-12-18 21:53:47 main:581] : INFO : Epoch 1702 | loss: 0.0312016 | val_loss: 0.0312064 | Time: 1538.54 ms
[2020-12-18 21:53:49 main:581] : INFO : Epoch 1703 | loss: 0.0312045 | val_loss: 0.0312069 | Time: 1564.86 ms
[2020-12-18 21:53:50 main:581] : INFO : Epoch 1704 | loss: 0.0312032 | val_loss: 0.0312074 | Time: 1567.57 ms
[2020-12-18 21:53:52 main:581] : INFO : Epoch 1705 | loss: 0.0312056 | val_loss: 0.0312222 | Time: 1568.29 ms
[2020-12-18 21:53:53 main:581] : INFO : Epoch 1706 | loss: 0.0312111 | val_loss: 0.0312208 | Time: 1564.6 ms
[2020-12-18 21:53:55 main:581] : INFO : Epoch 1707 | loss: 0.0312085 | val_loss: 0.0312073 | Time: 1566.43 ms
[2020-12-18 21:53:57 main:581] : INFO : Epoch 1708 | loss: 0.0312042 | val_loss: 0.0312116 | Time: 1582.07 ms
[2020-12-18 21:53:58 main:581] : INFO : Epoch 1709 | loss: 0.0312032 | val_loss: 0.0312082 | Time: 1581.5 ms
[2020-12-18 21:54:00 main:581] : INFO : Epoch 1710 | loss: 0.0312024 | val_loss: 0.0312095 | Time: 1565.83 ms
[2020-12-18 21:54:01 main:581] : INFO : Epoch 1711 | loss: 0.0312019 | val_loss: 0.0312094 | Time: 1592.31 ms
[2020-12-18 21:54:03 main:581] : INFO : Epoch 1712 | loss: 0.0312062 | val_loss: 0.031221 | Time: 1590.51 ms
[2020-12-18 21:54:05 main:581] : INFO : Epoch 1713 | loss: 0.0312078 | val_loss: 0.0312185 | Time: 1561.39 ms
[2020-12-18 21:54:06 main:581] : INFO : Epoch 1714 | loss: 0.0312067 | val_loss: 0.0312099 | Time: 1573.54 ms
[2020-12-18 21:54:08 main:581] : INFO : Epoch 1715 | loss: 0.0312045 | val_loss: 0.0312069 | Time: 1565.67 ms
[2020-12-18 21:54:09 main:581] : INFO : Epoch 1716 | loss: 0.0312008 | val_loss: 0.031209 | Time: 1573.48 ms
[2020-12-18 21:54:11 main:581] : INFO : Epoch 1717 | loss: 0.0312036 | val_loss: 0.0312073 | Time: 1607.15 ms
[2020-12-18 21:54:12 main:581] : INFO : Epoch 1718 | loss: 0.0312041 | val_loss: 0.0312069 | Time: 1600.19 ms
[2020-12-18 21:54:14 main:581] : INFO : Epoch 1719 | loss: 0.0312016 | val_loss: 0.0312147 | Time: 1612.97 ms
[2020-12-18 21:54:16 main:581] : INFO : Epoch 1720 | loss: 0.0312065 | val_loss: 0.0312122 | Time: 1599.9 ms
[2020-12-18 21:54:17 main:581] : INFO : Epoch 1721 | loss: 0.0312065 | val_loss: 0.0312147 | Time: 1565.78 ms
[2020-12-18 21:54:19 main:581] : INFO : Epoch 1722 | loss: 0.031203 | val_loss: 0.0312066 | Time: 1561.3 ms
[2020-12-18 21:54:20 main:581] : INFO : Epoch 1723 | loss: 0.0312012 | val_loss: 0.0312109 | Time: 1572.49 ms
[2020-12-18 21:54:22 main:581] : INFO : Epoch 1724 | loss: 0.0312037 | val_loss: 0.0312068 | Time: 1590.34 ms
[2020-12-18 21:54:24 main:581] : INFO : Epoch 1725 | loss: 0.0312011 | val_loss: 0.0312128 | Time: 1585.18 ms
[2020-12-18 21:54:25 main:581] : INFO : Epoch 1726 | loss: 0.0312005 | val_loss: 0.0312082 | Time: 1600.48 ms
[2020-12-18 21:54:27 main:581] : INFO : Epoch 1727 | loss: 0.0312043 | val_loss: 0.0312118 | Time: 1592.53 ms
[2020-12-18 21:54:28 main:581] : INFO : Epoch 1728 | loss: 0.0312273 | val_loss: 0.0312493 | Time: 1553.07 ms
[2020-12-18 21:54:30 main:581] : INFO : Epoch 1729 | loss: 0.0312546 | val_loss: 0.0312536 | Time: 1564.01 ms
[2020-12-18 21:54:31 main:581] : INFO : Epoch 1730 | loss: 0.0312548 | val_loss: 0.0312525 | Time: 1541.69 ms
[2020-12-18 21:54:33 main:581] : INFO : Epoch 1731 | loss: 0.0312498 | val_loss: 0.0312475 | Time: 1573.13 ms
[2020-12-18 21:54:34 main:581] : INFO : Epoch 1732 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 1548.47 ms
[2020-12-18 21:54:36 main:581] : INFO : Epoch 1733 | loss: 0.0312435 | val_loss: 0.0312411 | Time: 1519.7 ms
[2020-12-18 21:54:38 main:581] : INFO : Epoch 1734 | loss: 0.0312389 | val_loss: 0.031236 | Time: 1532.48 ms
[2020-12-18 21:54:39 main:581] : INFO : Epoch 1735 | loss: 0.031232 | val_loss: 0.0312258 | Time: 1583.36 ms
[2020-12-18 21:54:41 main:581] : INFO : Epoch 1736 | loss: 0.0312241 | val_loss: 0.0312189 | Time: 1582.21 ms
[2020-12-18 21:54:42 main:581] : INFO : Epoch 1737 | loss: 0.0312211 | val_loss: 0.0312168 | Time: 1535.62 ms
[2020-12-18 21:54:44 main:581] : INFO : Epoch 1738 | loss: 0.0312191 | val_loss: 0.0312156 | Time: 1519.79 ms
[2020-12-18 21:54:45 main:581] : INFO : Epoch 1739 | loss: 0.0312194 | val_loss: 0.0312152 | Time: 1547.54 ms
[2020-12-18 21:54:47 main:581] : INFO : Epoch 1740 | loss: 0.0312185 | val_loss: 0.0312314 | Time: 1515.64 ms
[2020-12-18 21:54:48 main:581] : INFO : Epoch 1741 | loss: 0.0312222 | val_loss: 0.0312142 | Time: 1572.94 ms
[2020-12-18 21:54:50 main:581] : INFO : Epoch 1742 | loss: 0.0312166 | val_loss: 0.0312158 | Time: 1569.75 ms
[2020-12-18 21:54:52 main:581] : INFO : Epoch 1743 | loss: 0.0312199 | val_loss: 0.0312342 | Time: 1542.29 ms
[2020-12-18 21:54:53 main:581] : INFO : Epoch 1744 | loss: 0.0312198 | val_loss: 0.0312231 | Time: 1585.86 ms
[2020-12-18 21:54:55 main:581] : INFO : Epoch 1745 | loss: 0.0312211 | val_loss: 0.0312134 | Time: 1568.31 ms
[2020-12-18 21:54:56 main:581] : INFO : Epoch 1746 | loss: 0.0312158 | val_loss: 0.0312243 | Time: 1599.17 ms
[2020-12-18 21:54:58 main:581] : INFO : Epoch 1747 | loss: 0.0312198 | val_loss: 0.031229 | Time: 1566.05 ms
[2020-12-18 21:54:59 main:581] : INFO : Epoch 1748 | loss: 0.0312223 | val_loss: 0.0312285 | Time: 1583.54 ms
[2020-12-18 21:55:01 main:581] : INFO : Epoch 1749 | loss: 0.0312201 | val_loss: 0.0312154 | Time: 1532.14 ms
[2020-12-18 21:55:03 main:581] : INFO : Epoch 1750 | loss: 0.031216 | val_loss: 0.0312129 | Time: 1561.48 ms
[2020-12-18 21:55:04 main:581] : INFO : Epoch 1751 | loss: 0.0312174 | val_loss: 0.0312169 | Time: 1593.49 ms
[2020-12-18 21:55:06 main:581] : INFO : Epoch 1752 | loss: 0.0312184 | val_loss: 0.0312152 | Time: 1564.71 ms
[2020-12-18 21:55:07 main:581] : INFO : Epoch 1753 | loss: 0.0312192 | val_loss: 0.0312329 | Time: 1570.28 ms
[2020-12-18 21:55:09 main:581] : INFO : Epoch 1754 | loss: 0.0312197 | val_loss: 0.0312165 | Time: 1566.8 ms
[2020-12-18 21:55:10 main:581] : INFO : Epoch 1755 | loss: 0.0312144 | val_loss: 0.0312114 | Time: 1565.67 ms
[2020-12-18 21:55:12 main:581] : INFO : Epoch 1756 | loss: 0.0312126 | val_loss: 0.0312112 | Time: 1572.46 ms
[2020-12-18 21:55:14 main:581] : INFO : Epoch 1757 | loss: 0.0312134 | val_loss: 0.0312123 | Time: 1559.72 ms
[2020-12-18 21:55:15 main:581] : INFO : Epoch 1758 | loss: 0.0312152 | val_loss: 0.0312182 | Time: 1566.95 ms
[2020-12-18 21:55:17 main:581] : INFO : Epoch 1759 | loss: 0.0312133 | val_loss: 0.0312144 | Time: 1573.08 ms
[2020-12-18 21:55:18 main:581] : INFO : Epoch 1760 | loss: 0.0312115 | val_loss: 0.0312109 | Time: 1570.86 ms
[2020-12-18 21:55:20 main:581] : INFO : Epoch 1761 | loss: 0.0312158 | val_loss: 0.0312245 | Time: 1599.37 ms
[2020-12-18 21:55:21 main:581] : INFO : Epoch 1762 | loss: 0.0312133 | val_loss: 0.0312102 | Time: 1573.75 ms
[2020-12-18 21:55:23 main:581] : INFO : Epoch 1763 | loss: 0.0312118 | val_loss: 0.0312103 | Time: 1544.46 ms
[2020-12-18 21:55:24 main:581] : INFO : Epoch 1764 | loss: 0.0312118 | val_loss: 0.0312105 | Time: 1542.8 ms
[2020-12-18 21:55:26 main:581] : INFO : Epoch 1765 | loss: 0.0312101 | val_loss: 0.0312102 | Time: 1543.77 ms
[2020-12-18 21:55:28 main:581] : INFO : Epoch 1766 | loss: 0.0312132 | val_loss: 0.0312118 | Time: 1530.68 ms
[2020-12-18 21:55:29 main:581] : INFO : Epoch 1767 | loss: 0.0312108 | val_loss: 0.0312174 | Time: 1573.47 ms
[2020-12-18 21:55:31 main:581] : INFO : Epoch 1768 | loss: 0.0312136 | val_loss: 0.0312102 | Time: 1583.91 ms
[2020-12-18 21:55:32 main:581] : INFO : Epoch 1769 | loss: 0.0312119 | val_loss: 0.0312102 | Time: 1551.34 ms
[2020-12-18 21:55:34 main:581] : INFO : Epoch 1770 | loss: 0.0312133 | val_loss: 0.0312173 | Time: 1551 ms
[2020-12-18 21:55:35 main:581] : INFO : Epoch 1771 | loss: 0.0312127 | val_loss: 0.0312099 | Time: 1572.95 ms
[2020-12-18 21:55:37 main:581] : INFO : Epoch 1772 | loss: 0.03121 | val_loss: 0.0312097 | Time: 1551.32 ms
[2020-12-18 21:55:38 main:581] : INFO : Epoch 1773 | loss: 0.0312091 | val_loss: 0.0312095 | Time: 1534.46 ms
[2020-12-18 21:55:40 main:581] : INFO : Epoch 1774 | loss: 0.0312126 | val_loss: 0.0312097 | Time: 1557.99 ms
[2020-12-18 21:55:42 main:581] : INFO : Epoch 1775 | loss: 0.0312109 | val_loss: 0.0312108 | Time: 1481.6 ms
[2020-12-18 21:55:43 main:581] : INFO : Epoch 1776 | loss: 0.0312097 | val_loss: 0.0312092 | Time: 1453.04 ms
[2020-12-18 21:55:44 main:581] : INFO : Epoch 1777 | loss: 0.031209 | val_loss: 0.031214 | Time: 1455.26 ms
[2020-12-18 21:55:46 main:581] : INFO : Epoch 1778 | loss: 0.0312107 | val_loss: 0.0312104 | Time: 1513.73 ms
[2020-12-18 21:55:47 main:581] : INFO : Epoch 1779 | loss: 0.031212 | val_loss: 0.0312129 | Time: 1494.91 ms
[2020-12-18 21:55:49 main:581] : INFO : Epoch 1780 | loss: 0.0312141 | val_loss: 0.0312111 | Time: 1499.56 ms
[2020-12-18 21:55:50 main:581] : INFO : Epoch 1781 | loss: 0.0312128 | val_loss: 0.0312099 | Time: 1488.01 ms
[2020-12-18 21:55:52 main:581] : INFO : Epoch 1782 | loss: 0.0312103 | val_loss: 0.031212 | Time: 1496.9 ms
[2020-12-18 21:55:53 main:581] : INFO : Epoch 1783 | loss: 0.0312097 | val_loss: 0.0312122 | Time: 1507.21 ms
[2020-12-18 21:55:55 main:581] : INFO : Epoch 1784 | loss: 0.0312125 | val_loss: 0.0312117 | Time: 1515.18 ms
[2020-12-18 21:55:57 main:581] : INFO : Epoch 1785 | loss: 0.0312127 | val_loss: 0.0312259 | Time: 1566.59 ms
[2020-12-18 21:55:58 main:581] : INFO : Epoch 1786 | loss: 0.0312129 | val_loss: 0.0312095 | Time: 1548.75 ms
[2020-12-18 21:56:00 main:581] : INFO : Epoch 1787 | loss: 0.0312093 | val_loss: 0.0312095 | Time: 1566.28 ms
[2020-12-18 21:56:01 main:581] : INFO : Epoch 1788 | loss: 0.0312089 | val_loss: 0.0312097 | Time: 1538.74 ms
[2020-12-18 21:56:03 main:581] : INFO : Epoch 1789 | loss: 0.0312097 | val_loss: 0.0312087 | Time: 1540.88 ms
[2020-12-18 21:56:04 main:581] : INFO : Epoch 1790 | loss: 0.0312087 | val_loss: 0.0312098 | Time: 1544.95 ms
[2020-12-18 21:56:06 main:581] : INFO : Epoch 1791 | loss: 0.0312106 | val_loss: 0.0312086 | Time: 1537.89 ms
[2020-12-18 21:56:07 main:581] : INFO : Epoch 1792 | loss: 0.03121 | val_loss: 0.0312174 | Time: 1526.78 ms
[2020-12-18 21:56:09 main:581] : INFO : Epoch 1793 | loss: 0.0312116 | val_loss: 0.0312125 | Time: 1540.14 ms
[2020-12-18 21:56:10 main:581] : INFO : Epoch 1794 | loss: 0.031211 | val_loss: 0.0312139 | Time: 1536.75 ms
[2020-12-18 21:56:12 main:581] : INFO : Epoch 1795 | loss: 0.0312089 | val_loss: 0.0312079 | Time: 1530.29 ms
[2020-12-18 21:56:13 main:581] : INFO : Epoch 1796 | loss: 0.0312081 | val_loss: 0.0312078 | Time: 1543.79 ms
[2020-12-18 21:56:15 main:581] : INFO : Epoch 1797 | loss: 0.0312082 | val_loss: 0.0312076 | Time: 1532.19 ms
[2020-12-18 21:56:17 main:581] : INFO : Epoch 1798 | loss: 0.0312087 | val_loss: 0.0312104 | Time: 1531.21 ms
[2020-12-18 21:56:18 main:581] : INFO : Epoch 1799 | loss: 0.0312064 | val_loss: 0.0312075 | Time: 1525.08 ms
[2020-12-18 21:56:20 main:581] : INFO : Epoch 1800 | loss: 0.0312074 | val_loss: 0.0312084 | Time: 1530.42 ms
[2020-12-18 21:56:21 main:581] : INFO : Epoch 1801 | loss: 0.031206 | val_loss: 0.0312125 | Time: 1529.6 ms
[2020-12-18 21:56:23 main:581] : INFO : Epoch 1802 | loss: 0.0312093 | val_loss: 0.0312071 | Time: 1529.69 ms
[2020-12-18 21:56:24 main:581] : INFO : Epoch 1803 | loss: 0.0312082 | val_loss: 0.0312151 | Time: 1522.04 ms
[2020-12-18 21:56:26 main:581] : INFO : Epoch 1804 | loss: 0.0312087 | val_loss: 0.0312083 | Time: 1533.48 ms
[2020-12-18 21:56:27 main:581] : INFO : Epoch 1805 | loss: 0.0312057 | val_loss: 0.0312067 | Time: 1524.24 ms
[2020-12-18 21:56:29 main:581] : INFO : Epoch 1806 | loss: 0.0312058 | val_loss: 0.0312068 | Time: 1499.01 ms
[2020-12-18 21:56:30 main:581] : INFO : Epoch 1807 | loss: 0.0312084 | val_loss: 0.0312113 | Time: 1522.78 ms
[2020-12-18 21:56:32 main:581] : INFO : Epoch 1808 | loss: 0.0312084 | val_loss: 0.031206 | Time: 1527.62 ms
[2020-12-18 21:56:33 main:581] : INFO : Epoch 1809 | loss: 0.0312049 | val_loss: 0.0312061 | Time: 1524.46 ms
[2020-12-18 21:56:35 main:581] : INFO : Epoch 1810 | loss: 0.0312055 | val_loss: 0.0312214 | Time: 1522.51 ms
[2020-12-18 21:56:36 main:581] : INFO : Epoch 1811 | loss: 0.0312093 | val_loss: 0.0312063 | Time: 1527.87 ms
[2020-12-18 21:56:38 main:581] : INFO : Epoch 1812 | loss: 0.0312055 | val_loss: 0.0312062 | Time: 1528.46 ms
[2020-12-18 21:56:39 main:581] : INFO : Epoch 1813 | loss: 0.031206 | val_loss: 0.0312082 | Time: 1523.53 ms
[2020-12-18 21:56:41 main:581] : INFO : Epoch 1814 | loss: 0.0312055 | val_loss: 0.0312061 | Time: 1524.49 ms
[2020-12-18 21:56:42 main:581] : INFO : Epoch 1815 | loss: 0.0312057 | val_loss: 0.0312059 | Time: 1522.34 ms
[2020-12-18 21:56:44 main:581] : INFO : Epoch 1816 | loss: 0.0312063 | val_loss: 0.0312076 | Time: 1524.87 ms
[2020-12-18 21:56:45 main:581] : INFO : Epoch 1817 | loss: 0.0312068 | val_loss: 0.0312068 | Time: 1524.66 ms
[2020-12-18 21:56:47 main:581] : INFO : Epoch 1818 | loss: 0.0312039 | val_loss: 0.0312093 | Time: 1527.01 ms
[2020-12-18 21:56:49 main:581] : INFO : Epoch 1819 | loss: 0.0312041 | val_loss: 0.0312102 | Time: 1525.64 ms
[2020-12-18 21:56:50 main:581] : INFO : Epoch 1820 | loss: 0.0312097 | val_loss: 0.0312062 | Time: 1524.18 ms
[2020-12-18 21:56:52 main:581] : INFO : Epoch 1821 | loss: 0.0312062 | val_loss: 0.031206 | Time: 1531.28 ms
[2020-12-18 21:56:53 main:581] : INFO : Epoch 1822 | loss: 0.0312045 | val_loss: 0.0312053 | Time: 1524.61 ms
[2020-12-18 21:56:55 main:581] : INFO : Epoch 1823 | loss: 0.0312058 | val_loss: 0.0312066 | Time: 1526.77 ms
[2020-12-18 21:56:56 main:581] : INFO : Epoch 1824 | loss: 0.031206 | val_loss: 0.0312059 | Time: 1522.21 ms
[2020-12-18 21:56:58 main:581] : INFO : Epoch 1825 | loss: 0.0312051 | val_loss: 0.0312067 | Time: 1524.07 ms
[2020-12-18 21:56:59 main:581] : INFO : Epoch 1826 | loss: 0.0312108 | val_loss: 0.0312125 | Time: 1522.86 ms
[2020-12-18 21:57:01 main:581] : INFO : Epoch 1827 | loss: 0.0312054 | val_loss: 0.0312071 | Time: 1524.83 ms
[2020-12-18 21:57:02 main:581] : INFO : Epoch 1828 | loss: 0.0312043 | val_loss: 0.0312064 | Time: 1522.58 ms
[2020-12-18 21:57:04 main:581] : INFO : Epoch 1829 | loss: 0.0312048 | val_loss: 0.031206 | Time: 1526.92 ms
[2020-12-18 21:57:05 main:581] : INFO : Epoch 1830 | loss: 0.0312033 | val_loss: 0.0312067 | Time: 1525.82 ms
[2020-12-18 21:57:07 main:581] : INFO : Epoch 1831 | loss: 0.0312033 | val_loss: 0.031209 | Time: 1526.07 ms
[2020-12-18 21:57:08 main:581] : INFO : Epoch 1832 | loss: 0.0312037 | val_loss: 0.0312059 | Time: 1533.68 ms
[2020-12-18 21:57:10 main:581] : INFO : Epoch 1833 | loss: 0.0312025 | val_loss: 0.0312085 | Time: 1540.72 ms
[2020-12-18 21:57:11 main:581] : INFO : Epoch 1834 | loss: 0.0312025 | val_loss: 0.0312054 | Time: 1529.56 ms
[2020-12-18 21:57:13 main:581] : INFO : Epoch 1835 | loss: 0.0312034 | val_loss: 0.031209 | Time: 1527.25 ms
[2020-12-18 21:57:15 main:581] : INFO : Epoch 1836 | loss: 0.0312029 | val_loss: 0.0312059 | Time: 1529.94 ms
[2020-12-18 21:57:16 main:581] : INFO : Epoch 1837 | loss: 0.0312035 | val_loss: 0.031206 | Time: 1528.7 ms
[2020-12-18 21:57:18 main:581] : INFO : Epoch 1838 | loss: 0.0312054 | val_loss: 0.0312125 | Time: 1507.8 ms
[2020-12-18 21:57:19 main:581] : INFO : Epoch 1839 | loss: 0.0312059 | val_loss: 0.0312117 | Time: 1527.34 ms
[2020-12-18 21:57:21 main:581] : INFO : Epoch 1840 | loss: 0.0312064 | val_loss: 0.0312203 | Time: 1525.44 ms
[2020-12-18 21:57:22 main:581] : INFO : Epoch 1841 | loss: 0.0312046 | val_loss: 0.0312051 | Time: 1525.81 ms
[2020-12-18 21:57:24 main:581] : INFO : Epoch 1842 | loss: 0.0312037 | val_loss: 0.0312063 | Time: 1498.92 ms
[2020-12-18 21:57:25 main:581] : INFO : Epoch 1843 | loss: 0.031204 | val_loss: 0.0312048 | Time: 1520.49 ms
[2020-12-18 21:57:27 main:581] : INFO : Epoch 1844 | loss: 0.0312023 | val_loss: 0.0312061 | Time: 1524.06 ms
[2020-12-18 21:57:28 main:581] : INFO : Epoch 1845 | loss: 0.0312022 | val_loss: 0.0312081 | Time: 1524.28 ms
[2020-12-18 21:57:30 main:581] : INFO : Epoch 1846 | loss: 0.0312084 | val_loss: 0.0312071 | Time: 1523.37 ms
[2020-12-18 21:57:31 main:581] : INFO : Epoch 1847 | loss: 0.0312058 | val_loss: 0.0312053 | Time: 1521.94 ms
[2020-12-18 21:57:33 main:581] : INFO : Epoch 1848 | loss: 0.0312021 | val_loss: 0.0312212 | Time: 1526.48 ms
[2020-12-18 21:57:34 main:581] : INFO : Epoch 1849 | loss: 0.031205 | val_loss: 0.0312052 | Time: 1521.22 ms
[2020-12-18 21:57:36 main:581] : INFO : Epoch 1850 | loss: 0.0312005 | val_loss: 0.0312081 | Time: 1524.34 ms
[2020-12-18 21:57:37 main:581] : INFO : Epoch 1851 | loss: 0.0312012 | val_loss: 0.0312064 | Time: 1526.24 ms
[2020-12-18 21:57:39 main:581] : INFO : Epoch 1852 | loss: 0.0312009 | val_loss: 0.0312121 | Time: 1529.11 ms
[2020-12-18 21:57:40 main:581] : INFO : Epoch 1853 | loss: 0.0312043 | val_loss: 0.0312061 | Time: 1533.08 ms
[2020-12-18 21:57:42 main:581] : INFO : Epoch 1854 | loss: 0.0312014 | val_loss: 0.0312061 | Time: 1527.69 ms
[2020-12-18 21:57:43 main:581] : INFO : Epoch 1855 | loss: 0.0312056 | val_loss: 0.0312176 | Time: 1528.75 ms
[2020-12-18 21:57:45 main:581] : INFO : Epoch 1856 | loss: 0.0312137 | val_loss: 0.031218 | Time: 1529.48 ms
[2020-12-18 21:57:47 main:581] : INFO : Epoch 1857 | loss: 0.0312104 | val_loss: 0.0312081 | Time: 1526.82 ms
[2020-12-18 21:57:48 main:581] : INFO : Epoch 1858 | loss: 0.0312026 | val_loss: 0.031206 | Time: 1538.3 ms
[2020-12-18 21:57:50 main:581] : INFO : Epoch 1859 | loss: 0.0312048 | val_loss: 0.0312165 | Time: 1548.94 ms
[2020-12-18 21:57:51 main:581] : INFO : Epoch 1860 | loss: 0.0312049 | val_loss: 0.0312092 | Time: 1542.18 ms
[2020-12-18 21:57:53 main:581] : INFO : Epoch 1861 | loss: 0.031202 | val_loss: 0.0312139 | Time: 1548.31 ms
[2020-12-18 21:57:54 main:581] : INFO : Epoch 1862 | loss: 0.031202 | val_loss: 0.0312054 | Time: 1525.96 ms
[2020-12-18 21:57:56 main:581] : INFO : Epoch 1863 | loss: 0.0312005 | val_loss: 0.0312041 | Time: 1530.93 ms
[2020-12-18 21:57:57 main:581] : INFO : Epoch 1864 | loss: 0.031199 | val_loss: 0.0312042 | Time: 1544.01 ms
[2020-12-18 21:57:59 main:581] : INFO : Epoch 1865 | loss: 0.0311996 | val_loss: 0.0312076 | Time: 1566.06 ms
[2020-12-18 21:58:00 main:581] : INFO : Epoch 1866 | loss: 0.0312021 | val_loss: 0.0312109 | Time: 1544.57 ms
[2020-12-18 21:58:02 main:581] : INFO : Epoch 1867 | loss: 0.0312006 | val_loss: 0.0312044 | Time: 1525.95 ms
[2020-12-18 21:58:03 main:581] : INFO : Epoch 1868 | loss: 0.0311992 | val_loss: 0.031205 | Time: 1542.48 ms
[2020-12-18 21:58:05 main:581] : INFO : Epoch 1869 | loss: 0.0312005 | val_loss: 0.0312056 | Time: 1533.67 ms
[2020-12-18 21:58:07 main:581] : INFO : Epoch 1870 | loss: 0.0312021 | val_loss: 0.031207 | Time: 1553.12 ms
[2020-12-18 21:58:08 main:581] : INFO : Epoch 1871 | loss: 0.0312029 | val_loss: 0.0312089 | Time: 1570.21 ms
[2020-12-18 21:58:10 main:581] : INFO : Epoch 1872 | loss: 0.0312029 | val_loss: 0.031206 | Time: 1533.83 ms
[2020-12-18 21:58:11 main:581] : INFO : Epoch 1873 | loss: 0.0312003 | val_loss: 0.0312038 | Time: 1529.74 ms
[2020-12-18 21:58:13 main:581] : INFO : Epoch 1874 | loss: 0.0311992 | val_loss: 0.0312052 | Time: 1555.74 ms
[2020-12-18 21:58:14 main:581] : INFO : Epoch 1875 | loss: 0.0312012 | val_loss: 0.0312044 | Time: 1584.42 ms
[2020-12-18 21:58:16 main:581] : INFO : Epoch 1876 | loss: 0.0311982 | val_loss: 0.0312038 | Time: 1562.43 ms
[2020-12-18 21:58:17 main:581] : INFO : Epoch 1877 | loss: 0.0311982 | val_loss: 0.0312031 | Time: 1580.92 ms
[2020-12-18 21:58:19 main:581] : INFO : Epoch 1878 | loss: 0.0311993 | val_loss: 0.031203 | Time: 1567.05 ms
[2020-12-18 21:58:21 main:581] : INFO : Epoch 1879 | loss: 0.0312014 | val_loss: 0.0312041 | Time: 1530.67 ms
[2020-12-18 21:58:22 main:581] : INFO : Epoch 1880 | loss: 0.0311977 | val_loss: 0.0312043 | Time: 1569.91 ms
[2020-12-18 21:58:24 main:581] : INFO : Epoch 1881 | loss: 0.031199 | val_loss: 0.0312053 | Time: 1524.12 ms
[2020-12-18 21:58:25 main:581] : INFO : Epoch 1882 | loss: 0.0311981 | val_loss: 0.0312034 | Time: 1578.62 ms
[2020-12-18 21:58:27 main:581] : INFO : Epoch 1883 | loss: 0.0311995 | val_loss: 0.0312083 | Time: 1589.88 ms
[2020-12-18 21:58:28 main:581] : INFO : Epoch 1884 | loss: 0.0311977 | val_loss: 0.0312033 | Time: 1592.43 ms
[2020-12-18 21:58:30 main:581] : INFO : Epoch 1885 | loss: 0.0311985 | val_loss: 0.0312021 | Time: 1571.51 ms
[2020-12-18 21:58:32 main:581] : INFO : Epoch 1886 | loss: 0.0311992 | val_loss: 0.0312041 | Time: 1558.23 ms
[2020-12-18 21:58:33 main:581] : INFO : Epoch 1887 | loss: 0.0311972 | val_loss: 0.0312023 | Time: 1569.67 ms
DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 --maxepoch 2048
nthreads: 1 gpudev: 0
Re-exec()-ing to set environment correctly
Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: GeForce GTX 1070)
[2020-12-18 21:59:51 main:442] : INFO : Set logging level to 1
[2020-12-18 21:59:51 main:448] : INFO : Running in BOINC Client mode
[2020-12-18 21:59:51 main:451] : INFO : Resolving all filenames
[2020-12-18 21:59:51 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1)
[2020-12-18 21:59:51 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1608176501-20769-0_0_r401590978_1 (exists = 1)
[2020-12-18 21:59:51 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1608176501-20769-0_0_r401590978_0 (exists = 0)
[2020-12-18 21:59:51 main:459] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0)
[2020-12-18 21:59:51 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2020-12-18 21:59:51 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5
[2020-12-18 21:59:51 main:481] : INFO : Configuration:
[2020-12-18 21:59:51 main:482] : INFO : Model type: GRU
[2020-12-18 21:59:51 main:483] : INFO : Validation Loss Threshold: 0.0001
[2020-12-18 21:59:51 main:484] : INFO : Max Epochs: 2048
[2020-12-18 21:59:51 main:485] : INFO : Batch Size: 128
[2020-12-18 21:59:51 main:486] : INFO : Learning Rate: 0.01
[2020-12-18 21:59:51 main:487] : INFO : Patience: 10
[2020-12-18 21:59:51 main:488] : INFO : Hidden Width: 12
[2020-12-18 21:59:51 main:489] : INFO : # Recurrent Layers: 4
[2020-12-18 21:59:51 main:490] : INFO : # Backend Layers: 4
[2020-12-18 21:59:51 main:491] : INFO : # Threads: 1
[2020-12-18 21:59:51 main:493] : INFO : Preparing Dataset
[2020-12-18 21:59:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2020-12-18 21:59:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2020-12-18 21:59:54 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2020-12-18 21:59:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2020-12-18 21:59:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory
[2020-12-18 21:59:54 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2020-12-18 21:59:54 main:501] : INFO : Creating Model
[2020-12-18 21:59:54 main:514] : INFO : Preparing config file
[2020-12-18 21:59:54 main:518] : INFO : Found checkpoint, attempting to load...
[2020-12-18 21:59:54 main:519] : INFO : Loading config
[2020-12-18 21:59:54 main:521] : INFO : Loading state
[2020-12-18 21:59:54 main:566] : INFO : Loading DataLoader into Memory
[2020-12-18 21:59:54 main:569] : INFO : Starting Training
[2020-12-18 21:59:56 main:581] : INFO : Epoch 1789 | loss: 0.0313076 | val_loss: 0.0312363 | Time: 2124.65 ms
[2020-12-18 21:59:58 main:581] : INFO : Epoch 1790 | loss: 0.0312157 | val_loss: 0.0312056 | Time: 1529.35 ms
[2020-12-18 21:59:59 main:581] : INFO : Epoch 1791 | loss: 0.0312064 | val_loss: 0.0312004 | Time: 1562.45 ms
[2020-12-18 22:00:01 main:581] : INFO : Epoch 1792 | loss: 0.031201 | val_loss: 0.0311978 | Time: 1540.75 ms
[2020-12-18 22:00:02 main:581] : INFO : Epoch 1793 | loss: 0.0311974 | val_loss: 0.0311957 | Time: 1567.62 ms
[2020-12-18 22:00:04 main:581] : INFO : Epoch 1794 | loss: 0.0311964 | val_loss: 0.0311943 | Time: 1566.11 ms
[2020-12-18 22:00:06 main:581] : INFO : Epoch 1795 | loss: 0.0311955 | val_loss: 0.0311923 | Time: 1571.33 ms
[2020-12-18 22:00:07 main:581] : INFO : Epoch 1796 | loss: 0.0311873 | val_loss: 0.0311905 | Time: 1567.49 ms
[2020-12-18 22:00:09 main:581] : INFO : Epoch 1797 | loss: 0.0311847 | val_loss: 0.0311829 | Time: 1564.27 ms
[2020-12-18 22:00:10 main:581] : INFO : Epoch 1798 | loss: 0.0311813 | val_loss: 0.0311815 | Time: 1565.44 ms
[2020-12-18 22:00:12 main:581] : INFO : Epoch 1799 | loss: 0.0311803 | val_loss: 0.03118 | Time: 1568.55 ms
[2020-12-18 22:00:13 main:581] : INFO : Epoch 1800 | loss: 0.0311774 | val_loss: 0.0311804 | Time: 1567.48 ms
[2020-12-18 22:00:15 main:581] : INFO : Epoch 1801 | loss: 0.0311758 | val_loss: 0.0311789 | Time: 1567.16 ms
[2020-12-18 22:00:17 main:581] : INFO : Epoch 1802 | loss: 0.0311753 | val_loss: 0.0311754 | Time: 1570.72 ms
[2020-12-18 22:00:18 main:581] : INFO : Epoch 1803 | loss: 0.0311719 | val_loss: 0.0311737 | Time: 1540.41 ms
[2020-12-18 22:00:20 main:581] : INFO : Epoch 1804 | loss: 0.0311725 | val_loss: 0.0311803 | Time: 1567.67 ms
[2020-12-18 22:00:21 main:581] : INFO : Epoch 1805 | loss: 0.0311689 | val_loss: 0.0311704 | Time: 1569.15 ms
[2020-12-18 22:00:23 main:581] : INFO : Epoch 1806 | loss: 0.0311676 | val_loss: 0.0311704 | Time: 1566.52 ms
[2020-12-18 22:00:24 main:581] : INFO : Epoch 1807 | loss: 0.0311662 | val_loss: 0.0311716 | Time: 1569.27 ms
[2020-12-18 22:00:26 main:581] : INFO : Epoch 1808 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 1569.02 ms
[2020-12-18 22:00:28 main:581] : INFO : Epoch 1809 | loss: 0.0311653 | val_loss: 0.0311713 | Time: 1569.6 ms
[2020-12-18 22:00:29 main:581] : INFO : Epoch 1810 | loss: 0.0311664 | val_loss: 0.031169 | Time: 1582.56 ms
[2020-12-18 22:00:31 main:581] : INFO : Epoch 1811 | loss: 0.0311642 | val_loss: 0.0311689 | Time: 1579.06 ms
[2020-12-18 22:00:32 main:581] : INFO : Epoch 1812 | loss: 0.0311639 | val_loss: 0.0311696 | Time: 1579.06 ms
[2020-12-18 22:00:34 main:581] : INFO : Epoch 1813 | loss: 0.0311618 | val_loss: 0.0311749 | Time: 1581.77 ms
[2020-12-18 22:00:35 main:581] : INFO : Epoch 1814 | loss: 0.0311617 | val_loss: 0.0311658 | Time: 1581.88 ms
[2020-12-18 22:00:37 main:581] : INFO : Epoch 1815 | loss: 0.0311602 | val_loss: 0.0311729 | Time: 1583.41 ms
[2020-12-18 22:00:39 main:581] : INFO : Epoch 1816 | loss: 0.0311604 | val_loss: 0.0311682 | Time: 1579.48 ms
[2020-12-18 22:00:40 main:581] : INFO : Epoch 1817 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 1576.45 ms
[2020-12-18 22:00:42 main:581] : INFO : Epoch 1818 | loss: 0.0311621 | val_loss: 0.0311744 | Time: 1578.15 ms
[2020-12-18 22:00:43 main:581] : INFO : Epoch 1819 | loss: 0.0311623 | val_loss: 0.0311693 | Time: 1579.05 ms
[2020-12-18 22:00:45 main:581] : INFO : Epoch 1820 | loss: 0.0311571 | val_loss: 0.0311663 | Time: 1581.44 ms
[2020-12-18 22:00:47 main:581] : INFO : Epoch 1821 | loss: 0.0311568 | val_loss: 0.0311705 | Time: 1578.95 ms
[2020-12-18 22:00:48 main:581] : INFO : Epoch 1822 | loss: 0.0311644 | val_loss: 0.0311689 | Time: 1577.67 ms
[2020-12-18 22:00:50 main:581] : INFO : Epoch 1823 | loss: 0.031158 | val_loss: 0.0311669 | Time: 1581.36 ms
[2020-12-18 22:00:51 main:581] : INFO : Epoch 1824 | loss: 0.0311546 | val_loss: 0.0311654 | Time: 1576.56 ms
[2020-12-18 22:00:53 main:581] : INFO : Epoch 1825 | loss: 0.0311554 | val_loss: 0.0311689 | Time: 1579.74 ms
[2020-12-18 22:00:54 main:581] : INFO : Epoch 1826 | loss: 0.0311562 | val_loss: 0.0311719 | Time: 1581.78 ms
[2020-12-18 22:00:56 main:581] : INFO : Epoch 1827 | loss: 0.0311539 | val_loss: 0.0311733 | Time: 1578.14 ms
[2020-12-18 22:00:58 main:581] : INFO : Epoch 1828 | loss: 0.0311529 | val_loss: 0.0311685 | Time: 1585.27 ms
[2020-12-18 22:00:59 main:581] : INFO : Epoch 1829 | loss: 0.0311501 | val_loss: 0.0311664 | Time: 1581.06 ms
[2020-12-18 22:01:01 main:581] : INFO : Epoch 1830 | loss: 0.0311515 | val_loss: 0.0311723 | Time: 1580.41 ms
[2020-12-18 22:01:02 main:581] : INFO : Epoch 1831 | loss: 0.0311568 | val_loss: 0.0311678 | Time: 1581.93 ms
[2020-12-18 22:01:04 main:581] : INFO : Epoch 1832 | loss: 0.0311542 | val_loss: 0.0311665 | Time: 1579.97 ms
[2020-12-18 22:01:05 main:581] : INFO : Epoch 1833 | loss: 0.0311533 | val_loss: 0.0311714 | Time: 1581.88 ms
[2020-12-18 22:01:07 main:581] : INFO : Epoch 1834 | loss: 0.031153 | val_loss: 0.0311724 | Time: 1581.24 ms
[2020-12-18 22:01:09 main:581] : INFO : Epoch 1835 | loss: 0.0311566 | val_loss: 0.031168 | Time: 1580.4 ms
[2020-12-18 22:01:10 main:581] : INFO : Epoch 1836 | loss: 0.0311533 | val_loss: 0.031167 | Time: 1582.44 ms
[2020-12-18 22:01:12 main:581] : INFO : Epoch 1837 | loss: 0.0311524 | val_loss: 0.0311672 | Time: 1579.74 ms
[2020-12-18 22:01:13 main:581] : INFO : Epoch 1838 | loss: 0.0311511 | val_loss: 0.0311678 | Time: 1579.3 ms
[2020-12-18 22:01:15 main:581] : INFO : Epoch 1839 | loss: 0.0311542 | val_loss: 0.0311674 | Time: 1583.3 ms
[2020-12-18 22:01:17 main:581] : INFO : Epoch 1840 | loss: 0.031149 | val_loss: 0.0311755 | Time: 1589.18 ms
[2020-12-18 22:01:18 main:581] : INFO : Epoch 1841 | loss: 0.0311475 | val_loss: 0.0311693 | Time: 1591.84 ms
[2020-12-18 22:01:20 main:581] : INFO : Epoch 1842 | loss: 0.0311475 | val_loss: 0.0311725 | Time: 1590.41 ms
[2020-12-18 22:01:21 main:581] : INFO : Epoch 1843 | loss: 0.0311492 | val_loss: 0.0311655 | Time: 1592.72 ms
[2020-12-18 22:01:23 main:581] : INFO : Epoch 1844 | loss: 0.0311469 | val_loss: 0.0311665 | Time: 1592.97 ms
[2020-12-18 22:01:25 main:581] : INFO : Epoch 1845 | loss: 0.0311446 | val_loss: 0.0311669 | Time: 1589.8 ms
[2020-12-18 22:01:26 main:581] : INFO : Epoch 1846 | loss: 0.0311483 | val_loss: 0.0311674 | Time: 1597.4 ms
[2020-12-18 22:01:28 main:581] : INFO : Epoch 1847 | loss: 0.0311462 | val_loss: 0.0311686 | Time: 1593.88 ms
[2020-12-18 22:01:29 main:581] : INFO : Epoch 1848 | loss: 0.0311428 | val_loss: 0.0311683 | Time: 1590.98 ms
[2020-12-18 22:01:31 main:581] : INFO : Epoch 1849 | loss: 0.0311423 | val_loss: 0.0311667 | Time: 1593.26 ms
[2020-12-18 22:01:32 main:581] : INFO : Epoch 1850 | loss: 0.0311423 | val_loss: 0.0311653 | Time: 1590.1 ms
[2020-12-18 22:01:34 main:581] : INFO : Epoch 1851 | loss: 0.031141 | val_loss: 0.0311643 | Time: 1591.75 ms
[2020-12-18 22:01:36 main:581] : INFO : Epoch 1852 | loss: 0.0311425 | val_loss: 0.0311641 | Time: 1588.81 ms
[2020-12-18 22:01:37 main:581] : INFO : Epoch 1853 | loss: 0.0311446 | val_loss: 0.0311662 | Time: 1590.31 ms
[2020-12-18 22:01:39 main:581] : INFO : Epoch 1854 | loss: 0.0311405 | val_loss: 0.0311648 | Time: 1588.7 ms
[2020-12-18 22:01:40 main:581] : INFO : Epoch 1855 | loss: 0.0311416 | val_loss: 0.0311761 | Time: 1592.98 ms
[2020-12-18 22:01:42 main:581] : INFO : Epoch 1856 | loss: 0.0311617 | val_loss: 0.0311609 | Time: 1593.53 ms
[2020-12-18 22:01:44 main:581] : INFO : Epoch 1857 | loss: 0.03115 | val_loss: 0.0311608 | Time: 1587.49 ms
[2020-12-18 22:01:45 main:581] : INFO : Epoch 1858 | loss: 0.0311464 | val_loss: 0.0311702 | Time: 1561.57 ms
[2020-12-18 22:01:47 main:581] : INFO : Epoch 1859 | loss: 0.0311426 | val_loss: 0.031163 | Time: 1585.79 ms
[2020-12-18 22:01:48 main:581] : INFO : Epoch 1860 | loss: 0.0311433 | val_loss: 0.0311601 | Time: 1590.38 ms
[2020-12-18 22:01:50 main:581] : INFO : Epoch 1861 | loss: 0.03114 | val_loss: 0.0311619 | Time: 1585.01 ms
[2020-12-18 22:01:52 main:581] : INFO : Epoch 1862 | loss: 0.0311376 | val_loss: 0.0311599 | Time: 1591.95 ms
[2020-12-18 22:01:53 main:581] : INFO : Epoch 1863 | loss: 0.0311366 | val_loss: 0.0311667 | Time: 1587.27 ms
[2020-12-18 22:01:55 main:581] : INFO : Epoch 1864 | loss: 0.0311355 | val_loss: 0.0311634 | Time: 1588.97 ms
[2020-12-18 22:01:56 main:581] : INFO : Epoch 1865 | loss: 0.0311363 | val_loss: 0.0311647 | Time: 1588.77 ms
[2020-12-18 22:01:58 main:581] : INFO : Epoch 1866 | loss: 0.0311395 | val_loss: 0.0311669 | Time: 1584.07 ms
[2020-12-18 22:01:59 main:581] : INFO : Epoch 1867 | loss: 0.0311386 | val_loss: 0.0311641 | Time: 1592.36 ms
[2020-12-18 22:02:01 main:581] : INFO : Epoch 1868 | loss: 0.0311377 | val_loss: 0.0311599 | Time: 1588.03 ms
[2020-12-18 22:02:03 main:581] : INFO : Epoch 1869 | loss: 0.0311356 | val_loss: 0.0311623 | Time: 1586.61 ms
[2020-12-18 22:02:04 main:581] : INFO : Epoch 1870 | loss: 0.0311339 | val_loss: 0.031163 | Time: 1591.41 ms
[2020-12-18 22:02:06 main:581] : INFO : Epoch 1871 | loss: 0.0311346 | val_loss: 0.0311606 | Time: 1587.01 ms
[2020-12-18 22:02:07 main:581] : INFO : Epoch 1872 | loss: 0.031133 | val_loss: 0.0311683 | Time: 1571.78 ms
[2020-12-18 22:02:09 main:581] : INFO : Epoch 1873 | loss: 0.0311314 | val_loss: 0.0311683 | Time: 1589.28 ms
[2020-12-18 22:02:11 main:581] : INFO : Epoch 1874 | loss: 0.0311316 | val_loss: 0.0311688 | Time: 1588.26 ms
[2020-12-18 22:02:12 main:581] : INFO : Epoch 1875 | loss: 0.0311324 | val_loss: 0.0311652 | Time: 1587.17 ms
[2020-12-18 22:02:14 main:581] : INFO : Epoch 1876 | loss: 0.0311305 | val_loss: 0.0311633 | Time: 1589.45 ms
[2020-12-18 22:02:15 main:581] : INFO : Epoch 1877 | loss: 0.0311324 | val_loss: 0.0311655 | Time: 1593.33 ms
[2020-12-18 22:02:17 main:581] : INFO : Epoch 1878 | loss: 0.0311296 | val_loss: 0.0311659 | Time: 1591.46 ms
[2020-12-18 22:02:19 main:581] : INFO : Epoch 1879 | loss: 0.0311282 | val_loss: 0.0311655 | Time: 1591.61 ms
[2020-12-18 22:02:20 main:581] : INFO : Epoch 1880 | loss: 0.0311269 | val_loss: 0.0311715 | Time: 1587.56 ms
[2020-12-18 22:02:22 main:581] : INFO : Epoch 1881 | loss: 0.0311293 | val_loss: 0.0311621 | Time: 1590.01 ms
[2020-12-18 22:02:23 main:581] : INFO : Epoch 1882 | loss: 0.0311298 | val_loss: 0.0311695 | Time: 1589.08 ms
[2020-12-18 22:02:25 main:581] : INFO : Epoch 1883 | loss: 0.0311323 | val_loss: 0.031165 | Time: 1591.44 ms
[2020-12-18 22:02:26 main:581] : INFO : Epoch 1884 | loss: 0.0311298 | val_loss: 0.0311642 | Time: 1591.63 ms
[2020-12-18 22:02:28 main:581] : INFO : Epoch 1885 | loss: 0.031128 | val_loss: 0.0311713 | Time: 1592.25 ms
[2020-12-18 22:02:30 main:581] : INFO : Epoch 1886 | loss: 0.0311304 | val_loss: 0.0311626 | Time: 1591.54 ms
[2020-12-18 22:02:31 main:581] : INFO : Epoch 1887 | loss: 0.03113 | val_loss: 0.031164 | Time: 1588.7 ms
[2020-12-18 22:02:33 main:581] : INFO : Epoch 1888 | loss: 0.0311275 | val_loss: 0.0311714 | Time: 1592.41 ms
[2020-12-18 22:02:34 main:581] : INFO : Epoch 1889 | loss: 0.0311383 | val_loss: 0.0311681 | Time: 1588.37 ms
[2020-12-18 22:02:36 main:581] : INFO : Epoch 1890 | loss: 0.0311325 | val_loss: 0.0311599 | Time: 1590.55 ms
[2020-12-18 22:02:38 main:581] : INFO : Epoch 1891 | loss: 0.0311308 | val_loss: 0.0311666 | Time: 1592.43 ms
[2020-12-18 22:02:39 main:581] : INFO : Epoch 1892 | loss: 0.0311307 | val_loss: 0.0311715 | Time: 1588.72 ms
[2020-12-18 22:02:41 main:581] : INFO : Epoch 1893 | loss: 0.031131 | val_loss: 0.0311722 | Time: 1591.38 ms
[2020-12-18 22:02:42 main:581] : INFO : Epoch 1894 | loss: 0.0311255 | val_loss: 0.031169 | Time: 1588.76 ms
[2020-12-18 22:02:44 main:581] : INFO : Epoch 1895 | loss: 0.0311243 | val_loss: 0.0311753 | Time: 1582.58 ms
[2020-12-18 22:02:46 main:581] : INFO : Epoch 1896 | loss: 0.0311236 | val_loss: 0.0311723 | Time: 1589.96 ms
[2020-12-18 22:02:47 main:581] : INFO : Epoch 1897 | loss: 0.0311226 | val_loss: 0.0311751 | Time: 1594.73 ms
[2020-12-18 22:02:49 main:581] : INFO : Epoch 1898 | loss: 0.0311253 | val_loss: 0.0311677 | Time: 1592.26 ms
[2020-12-18 22:02:50 main:581] : INFO : Epoch 1899 | loss: 0.0311308 | val_loss: 0.0311683 | Time: 1589.06 ms
[2020-12-18 22:02:52 main:581] : INFO : Epoch 1900 | loss: 0.0311285 | val_loss: 0.031171 | Time: 1591.32 ms
[2020-12-18 22:02:54 main:581] : INFO : Epoch 1901 | loss: 0.0311267 | val_loss: 0.0311661 | Time: 1590.46 ms
[2020-12-18 22:02:55 main:581] : INFO : Epoch 1902 | loss: 0.0311258 | val_loss: 0.0311642 | Time: 1593.85 ms
[2020-12-18 22:02:57 main:581] : INFO : Epoch 1903 | loss: 0.0311234 | val_loss: 0.0311648 | Time: 1598.93 ms
[2020-12-18 22:02:58 main:581] : INFO : Epoch 1904 | loss: 0.0311215 | val_loss: 0.0311686 | Time: 1592.55 ms
[2020-12-18 22:03:00 main:581] : INFO : Epoch 1905 | loss: 0.0311226 | val_loss: 0.0311648 | Time: 1590.33 ms
[2020-12-18 22:03:01 main:581] : INFO : Epoch 1906 | loss: 0.0311211 | val_loss: 0.0311682 | Time: 1592.11 ms
[2020-12-18 22:03:03 main:581] : INFO : Epoch 1907 | loss: 0.0311225 | val_loss: 0.0311686 | Time: 1591.1 ms
[2020-12-18 22:03:05 main:581] : INFO : Epoch 1908 | loss: 0.0311226 | val_loss: 0.0311682 | Time: 1593.82 ms
[2020-12-18 22:03:06 main:581] : INFO : Epoch 1909 | loss: 0.0311206 | val_loss: 0.0311683 | Time: 1590.66 ms
[2020-12-18 22:03:08 main:581] : INFO : Epoch 1910 | loss: 0.0311215 | val_loss: 0.0311715 | Time: 1590.03 ms
[2020-12-18 22:03:09 main:581] : INFO : Epoch 1911 | loss: 0.0311255 | val_loss: 0.0311911 | Time: 1590.39 ms
[2020-12-18 22:03:11 main:581] : INFO : Epoch 1912 | loss: 0.0311386 | val_loss: 0.0311659 | Time: 1592.94 ms
[2020-12-18 22:03:13 main:581] : INFO : Epoch 1913 | loss: 0.0311605 | val_loss: 0.0311712 | Time: 1591.86 ms
[2020-12-18 22:03:14 main:581] : INFO : Epoch 1914 | loss: 0.0311643 | val_loss: 0.0311748 | Time: 1590.07 ms
[2020-12-18 22:03:16 main:581] : INFO : Epoch 1915 | loss: 0.0311636 | val_loss: 0.0311661 | Time: 1592.24 ms
[2020-12-18 22:03:17 main:581] : INFO : Epoch 1916 | loss: 0.0311552 | val_loss: 0.0311636 | Time: 1602.01 ms
[2020-12-18 22:03:19 main:581] : INFO : Epoch 1917 | loss: 0.0311483 | val_loss: 0.0311703 | Time: 1594.26 ms
[2020-12-18 22:03:21 main:581] : INFO : Epoch 1918 | loss: 0.031148 | val_loss: 0.0311636 | Time: 1592.79 ms
[2020-12-18 22:03:22 main:581] : INFO : Epoch 1919 | loss: 0.0311424 | val_loss: 0.0311618 | Time: 1592.04 ms
[2020-12-18 22:03:24 main:581] : INFO : Epoch 1920 | loss: 0.0311404 | val_loss: 0.0311591 | Time: 1590.88 ms
[2020-12-18 22:03:25 main:581] : INFO : Epoch 1921 | loss: 0.0311377 | val_loss: 0.0311633 | Time: 1589.57 ms
[2020-12-18 22:03:27 main:581] : INFO : Epoch 1922 | loss: 0.0311361 | val_loss: 0.0311637 | Time: 1591.02 ms
[2020-12-18 22:03:29 main:581] : INFO : Epoch 1923 | loss: 0.0311348 | val_loss: 0.0311679 | Time: 1586.49 ms
[2020-12-18 22:03:30 main:581] : INFO : Epoch 1924 | loss: 0.0311341 | val_loss: 0.0311635 | Time: 1588.88 ms
[2020-12-18 22:03:32 main:581] : INFO : Epoch 1925 | loss: 0.0311321 | val_loss: 0.0311657 | Time: 1591.43 ms
[2020-12-18 22:03:33 main:581] : INFO : Epoch 1926 | loss: 0.0311341 | val_loss: 0.0311663 | Time: 1590.58 ms
[2020-12-18 22:03:35 main:581] : INFO : Epoch 1927 | loss: 0.0311347 | val_loss: 0.0311626 | Time: 1591.92 ms
[2020-12-18 22:03:37 main:581] : INFO : Epoch 1928 | loss: 0.0311321 | val_loss: 0.0311734 | Time: 1593.86 ms
[2020-12-18 22:03:38 main:581] : INFO : Epoch 1929 | loss: 0.0311297 | val_loss: 0.0311659 | Time: 1590.88 ms
[2020-12-18 22:03:40 main:581] : INFO : Epoch 1930 | loss: 0.0311278 | val_loss: 0.0311618 | Time: 1596.6 ms
[2020-12-18 22:03:41 main:581] : INFO : Epoch 1931 | loss: 0.0311313 | val_loss: 0.0311665 | Time: 1592.09 ms
[2020-12-18 22:03:43 main:581] : INFO : Epoch 1932 | loss: 0.031131 | val_loss: 0.0311751 | Time: 1588.62 ms
[2020-12-18 22:03:44 main:581] : INFO : Epoch 1933 | loss: 0.0311383 | val_loss: 0.0311727 | Time: 1592.24 ms
[2020-12-18 22:03:46 main:581] : INFO : Epoch 1934 | loss: 0.0311289 | val_loss: 0.0311647 | Time: 1590.14 ms
[2020-12-18 22:03:48 main:581] : INFO : Epoch 1935 | loss: 0.0311346 | val_loss: 0.0311681 | Time: 1592.79 ms
[2020-12-18 22:03:49 main:581] : INFO : Epoch 1936 | loss: 0.0311333 | val_loss: 0.031164 | Time: 1588.71 ms
[2020-12-18 22:03:51 main:581] : INFO : Epoch 1937 | loss: 0.0311283 | val_loss: 0.0311647 | Time: 1591.61 ms
[2020-12-18 22:03:52 main:581] : INFO : Epoch 1938 | loss: 0.0311282 | val_loss: 0.0311619 | Time: 1587.96 ms
[2020-12-18 22:03:54 main:581] : INFO : Epoch 1939 | loss: 0.0311359 | val_loss: 0.0311653 | Time: 1592.32 ms
[2020-12-18 22:03:56 main:581] : INFO : Epoch 1940 | loss: 0.0311364 | val_loss: 0.0311595 | Time: 1590.31 ms
[2020-12-18 22:03:57 main:581] : INFO : Epoch 1941 | loss: 0.0311295 | val_loss: 0.0311617 | Time: 1595.13 ms
[2020-12-18 22:03:59 main:581] : INFO : Epoch 1942 | loss: 0.0311309 | val_loss: 0.0311672 | Time: 1595.03 ms
[2020-12-18 22:04:00 main:581] : INFO : Epoch 1943 | loss: 0.0311291 | val_loss: 0.0311679 | Time: 1593.63 ms
[2020-12-18 22:04:02 main:581] : INFO : Epoch 1944 | loss: 0.0311274 | val_loss: 0.0311627 | Time: 1589.63 ms
[2020-12-18 22:04:04 main:581] : INFO : Epoch 1945 | loss: 0.0311252 | val_loss: 0.0311604 | Time: 1588.62 ms
[2020-12-18 22:04:05 main:581] : INFO : Epoch 1946 | loss: 0.0311237 | val_loss: 0.031169 | Time: 1591.27 ms
[2020-12-18 22:04:07 main:581] : INFO : Epoch 1947 | loss: 0.0311444 | val_loss: 0.0311657 | Time: 1590.38 ms
[2020-12-18 22:04:08 main:581] : INFO : Epoch 1948 | loss: 0.0311367 | val_loss: 0.0311627 | Time: 1591.11 ms
[2020-12-18 22:04:10 main:581] : INFO : Epoch 1949 | loss: 0.0311306 | val_loss: 0.0311613 | Time: 1591.14 ms
[2020-12-18 22:04:12 main:581] : INFO : Epoch 1950 | loss: 0.0311293 | val_loss: 0.0311597 | Time: 1593.45 ms
[2020-12-18 22:04:13 main:581] : INFO : Epoch 1951 | loss: 0.0311278 | val_loss: 0.0311603 | Time: 1591.41 ms
[2020-12-18 22:04:15 main:581] : INFO : Epoch 1952 | loss: 0.0311265 | val_loss: 0.0311617 | Time: 1591.17 ms
[2020-12-18 22:04:16 main:581] : INFO : Epoch 1953 | loss: 0.0311245 | val_loss: 0.0311625 | Time: 1589.43 ms
[2020-12-18 22:04:18 main:581] : INFO : Epoch 1954 | loss: 0.0311259 | val_loss: 0.0311674 | Time: 1592.39 ms
[2020-12-18 22:04:19 main:581] : INFO : Epoch 1955 | loss: 0.0311226 | val_loss: 0.0311641 | Time: 1592.42 ms
[2020-12-18 22:04:21 main:581] : INFO : Epoch 1956 | loss: 0.0311205 | val_loss: 0.0311671 | Time: 1590.12 ms
[2020-12-18 22:04:23 main:581] : INFO : Epoch 1957 | loss: 0.0311223 | val_loss: 0.0311655 | Time: 1589.96 ms
[2020-12-18 22:04:24 main:581] : INFO : Epoch 1958 | loss: 0.0311222 | val_loss: 0.0311664 | Time: 1596.1 ms
[2020-12-18 22:04:26 main:581] : INFO : Epoch 1959 | loss: 0.0311193 | val_loss: 0.0311617 | Time: 1590.64 ms
[2020-12-18 22:04:27 main:581] : INFO : Epoch 1960 | loss: 0.0311187 | val_loss: 0.0311594 | Time: 1592.68 ms
[2020-12-18 22:04:29 main:581] : INFO : Epoch 1961 | loss: 0.031119 | val_loss: 0.0311663 | Time: 1593.71 ms
[2020-12-18 22:04:31 main:581] : INFO : Epoch 1962 | loss: 0.0311212 | val_loss: 0.0311639 | Time: 1589.1 ms
[2020-12-18 22:04:32 main:581] : INFO : Epoch 1963 | loss: 0.0311208 | val_loss: 0.0311671 | Time: 1590.46 ms
[2020-12-18 22:04:34 main:581] : INFO : Epoch 1964 | loss: 0.031121 | val_loss: 0.0311651 | Time: 1589.8 ms
[2020-12-18 22:04:35 main:581] : INFO : Epoch 1965 | loss: 0.0311261 | val_loss: 0.0311674 | Time: 1582.38 ms
[2020-12-18 22:04:37 main:581] : INFO : Epoch 1966 | loss: 0.0311206 | val_loss: 0.0311664 | Time: 1564.47 ms
[2020-12-18 22:04:39 main:581] : INFO : Epoch 1967 | loss: 0.0311189 | val_loss: 0.031167 | Time: 1558.81 ms
[2020-12-18 22:04:40 main:581] : INFO : Epoch 1968 | loss: 0.0311208 | val_loss: 0.0311728 | Time: 1555.4 ms
[2020-12-18 22:04:42 main:581] : INFO : Epoch 1969 | loss: 0.0311213 | val_loss: 0.0311726 | Time: 1560.31 ms
[2020-12-18 22:04:43 main:581] : INFO : Epoch 1970 | loss: 0.031124 | val_loss: 0.0311694 | Time: 1557.95 ms
[2020-12-18 22:04:45 main:581] : INFO : Epoch 1971 | loss: 0.0311196 | val_loss: 0.0311773 | Time: 1565.72 ms
[2020-12-18 22:04:46 main:581] : INFO : Epoch 1972 | loss: 0.0311212 | val_loss: 0.0311653 | Time: 1562.22 ms
[2020-12-18 22:04:48 main:581] : INFO : Epoch 1973 | loss: 0.0311211 | val_loss: 0.0311664 | Time: 1510.63 ms
[2020-12-18 22:04:49 main:581] : INFO : Epoch 1974 | loss: 0.0311159 | val_loss: 0.0311658 | Time: 1546.41 ms
[2020-12-18 22:04:51 main:581] : INFO : Epoch 1975 | loss: 0.0311187 | val_loss: 0.0311659 | Time: 1509.59 ms
[2020-12-18 22:04:52 main:581] : INFO : Epoch 1976 | loss: 0.0311207 | val_loss: 0.0311698 | Time: 1478.86 ms
[2020-12-18 22:04:54 main:581] : INFO : Epoch 1977 | loss: 0.0311183 | val_loss: 0.0311703 | Time: 1434.43 ms
[2020-12-18 22:04:55 main:581] : INFO : Epoch 1978 | loss: 0.0311163 | val_loss: 0.0311697 | Time: 1516.11 ms
[2020-12-18 22:04:57 main:581] : INFO : Epoch 1979 | loss: 0.0311144 | val_loss: 0.0311657 | Time: 1517.62 ms
[2020-12-18 22:04:58 main:581] : INFO : Epoch 1980 | loss: 0.0311139 | val_loss: 0.0311682 | Time: 1488.09 ms
[2020-12-18 22:05:00 main:581] : INFO : Epoch 1981 | loss: 0.0311155 | val_loss: 0.0311701 | Time: 1520.12 ms
[2020-12-18 22:05:01 main:581] : INFO : Epoch 1982 | loss: 0.0311152 | val_loss: 0.0311682 | Time: 1493.47 ms
[2020-12-18 22:05:03 main:581] : INFO : Epoch 1983 | loss: 0.0311123 | val_loss: 0.0311713 | Time: 1545.86 ms
[2020-12-18 22:05:04 main:581] : INFO : Epoch 1984 | loss: 0.0311195 | val_loss: 0.0311704 | Time: 1542.71 ms
[2020-12-18 22:05:06 main:581] : INFO : Epoch 1985 | loss: 0.0311162 | val_loss: 0.0311741 | Time: 1547.61 ms
[2020-12-18 22:05:07 main:581] : INFO : Epoch 1986 | loss: 0.031118 | val_loss: 0.0311651 | Time: 1508.12 ms
[2020-12-18 22:05:09 main:581] : INFO : Epoch 1987 | loss: 0.031116 | val_loss: 0.0311726 | Time: 1559.39 ms
[2020-12-18 22:05:11 main:581] : INFO : Epoch 1988 | loss: 0.0311157 | val_loss: 0.0311687 | Time: 1562.04 ms
[2020-12-18 22:05:12 main:581] : INFO : Epoch 1989 | loss: 0.0311159 | val_loss: 0.0311731 | Time: 1545.94 ms
[2020-12-18 22:05:14 main:581] : INFO : Epoch 1990 | loss: 0.031114 | val_loss: 0.0311703 | Time: 1529.56 ms
[2020-12-18 22:05:15 main:581] : INFO : Epoch 1991 | loss: 0.0311145 | val_loss: 0.0311672 | Time: 1505.04 ms
[2020-12-18 22:05:17 main:581] : INFO : Epoch 1992 | loss: 0.0311128 | val_loss: 0.0311673 | Time: 1563.49 ms
[2020-12-18 22:05:18 main:581] : INFO : Epoch 1993 | loss: 0.0311153 | val_loss: 0.0311826 | Time: 1508.95 ms
[2020-12-18 22:05:20 main:581] : INFO : Epoch 1994 | loss: 0.0311195 | val_loss: 0.031174 | Time: 1534.39 ms
[2020-12-18 22:05:21 main:581] : INFO : Epoch 1995 | loss: 0.0311155 | val_loss: 0.0311689 | Time: 1542.55 ms
[2020-12-18 22:05:23 main:581] : INFO : Epoch 1996 | loss: 0.031113 | val_loss: 0.0311661 | Time: 1492.01 ms
[2020-12-18 22:05:24 main:581] : INFO : Epoch 1997 | loss: 0.0311133 | val_loss: 0.0311711 | Time: 1501.34 ms
[2020-12-18 22:05:26 main:581] : INFO : Epoch 1998 | loss: 0.0311183 | val_loss: 0.0311779 | Time: 1523.81 ms
[2020-12-18 22:05:27 main:581] : INFO : Epoch 1999 | loss: 0.0311169 | val_loss: 0.0311741 | Time: 1523.4 ms
[2020-12-18 22:05:29 main:581] : INFO : Epoch 2000 | loss: 0.0311144 | val_loss: 0.0311689 | Time: 1570.75 ms
[2020-12-18 22:05:30 main:581] : INFO : Epoch 2001 | loss: 0.0311136 | val_loss: 0.0311737 | Time: 1484.93 ms
[2020-12-18 22:05:32 main:581] : INFO : Epoch 2002 | loss: 0.031114 | val_loss: 0.0311777 | Time: 1530.71 ms
[2020-12-18 22:05:34 main:581] : INFO : Epoch 2003 | loss: 0.0311141 | val_loss: 0.0311805 | Time: 1560.9 ms
[2020-12-18 22:05:35 main:581] : INFO : Epoch 2004 | loss: 0.0311137 | val_loss: 0.0311743 | Time: 1520.65 ms
[2020-12-18 22:05:37 main:581] : INFO : Epoch 2005 | loss: 0.0311122 | val_loss: 0.0311772 | Time: 1530.97 ms
[2020-12-18 22:05:38 main:581] : INFO : Epoch 2006 | loss: 0.0311114 | val_loss: 0.0311768 | Time: 1478.07 ms
[2020-12-18 22:05:40 main:581] : INFO : Epoch 2007 | loss: 0.031113 | val_loss: 0.0311801 | Time: 1485.23 ms
[2020-12-18 22:05:41 main:581] : INFO : Epoch 2008 | loss: 0.0311189 | val_loss: 0.0311778 | Time: 1453.67 ms
[2020-12-18 22:05:42 main:581] : INFO : Epoch 2009 | loss: 0.0311153 | val_loss: 0.0311714 | Time: 1500.4 ms
[2020-12-18 22:05:44 main:581] : INFO : Epoch 2010 | loss: 0.031115 | val_loss: 0.0311685 | Time: 1517.47 ms
[2020-12-18 22:05:46 main:581] : INFO : Epoch 2011 | loss: 0.0311265 | val_loss: 0.0311717 | Time: 1556.12 ms
[2020-12-18 22:05:47 main:581] : INFO : Epoch 2012 | loss: 0.0311281 | val_loss: 0.0311766 | Time: 1536.03 ms
[2020-12-18 22:05:49 main:581] : INFO : Epoch 2013 | loss: 0.0311194 | val_loss: 0.0311727 | Time: 1537.63 ms
[2020-12-18 22:05:50 main:581] : INFO : Epoch 2014 | loss: 0.0311161 | val_loss: 0.031172 | Time: 1534.65 ms
[2020-12-18 22:05:52 main:581] : INFO : Epoch 2015 | loss: 0.0311155 | val_loss: 0.031179 | Time: 1534.31 ms
[2020-12-18 22:05:53 main:581] : INFO : Epoch 2016 | loss: 0.0311133 | val_loss: 0.0311732 | Time: 1542.01 ms
[2020-12-18 22:05:55 main:581] : INFO : Epoch 2017 | loss: 0.031112 | val_loss: 0.0311673 | Time: 1538.62 ms
[2020-12-18 22:05:56 main:581] : INFO : Epoch 2018 | loss: 0.0311111 | val_loss: 0.0311736 | Time: 1518.73 ms
[2020-12-18 22:05:58 main:581] : INFO : Epoch 2019 | loss: 0.0311109 | val_loss: 0.031173 | Time: 1537.24 ms
[2020-12-18 22:05:59 main:581] : INFO : Epoch 2020 | loss: 0.0311133 | val_loss: 0.0311833 | Time: 1537.11 ms
[2020-12-18 22:06:01 main:581] : INFO : Epoch 2021 | loss: 0.0311116 | val_loss: 0.0311679 | Time: 1534.91 ms
[2020-12-18 22:06:02 main:581] : INFO : Epoch 2022 | loss: 0.0311096 | val_loss: 0.0311834 | Time: 1532.25 ms
[2020-12-18 22:06:04 main:581] : INFO : Epoch 2023 | loss: 0.0311123 | val_loss: 0.0311737 | Time: 1533.86 ms
[2020-12-18 22:06:06 main:581] : INFO : Epoch 2024 | loss: 0.0311121 | val_loss: 0.0311783 | Time: 1538.25 ms
[2020-12-18 22:06:07 main:581] : INFO : Epoch 2025 | loss: 0.0311141 | val_loss: 0.0311681 | Time: 1531.3 ms
[2020-12-18 22:06:09 main:581] : INFO : Epoch 2026 | loss: 0.0311119 | val_loss: 0.0311714 | Time: 1536.63 ms
[2020-12-18 22:06:10 main:581] : INFO : Epoch 2027 | loss: 0.0311091 | val_loss: 0.0311703 | Time: 1533.76 ms
[2020-12-18 22:06:12 main:581] : INFO : Epoch 2028 | loss: 0.0311132 | val_loss: 0.0311826 | Time: 1533.71 ms
[2020-12-18 22:06:13 main:581] : INFO : Epoch 2029 | loss: 0.031134 | val_loss: 0.031168 | Time: 1532.51 ms
[2020-12-18 22:06:15 main:581] : INFO : Epoch 2030 | loss: 0.0311262 | val_loss: 0.0311666 | Time: 1534.26 ms
[2020-12-18 22:06:16 main:581] : INFO : Epoch 2031 | loss: 0.0311223 | val_loss: 0.0311636 | Time: 1535.36 ms
[2020-12-18 22:06:18 main:581] : INFO : Epoch 2032 | loss: 0.0311283 | val_loss: 0.0311603 | Time: 1514.67 ms
[2020-12-18 22:06:19 main:581] : INFO : Epoch 2033 | loss: 0.0311246 | val_loss: 0.0311715 | Time: 1536.79 ms
[2020-12-18 22:06:21 main:581] : INFO : Epoch 2034 | loss: 0.0311276 | val_loss: 0.0311626 | Time: 1534.28 ms
[2020-12-18 22:06:22 main:581] : INFO : Epoch 2035 | loss: 0.031141 | val_loss: 0.0311623 | Time: 1535.74 ms
[2020-12-18 22:06:24 main:581] : INFO : Epoch 2036 | loss: 0.0311319 | val_loss: 0.0311643 | Time: 1531.25 ms
[2020-12-18 22:06:25 main:581] : INFO : Epoch 2037 | loss: 0.0311257 | val_loss: 0.0311639 | Time: 1532.03 ms
[2020-12-18 22:06:27 main:581] : INFO : Epoch 2038 | loss: 0.0311275 | val_loss: 0.0311622 | Time: 1544.31 ms
[2020-12-18 22:06:29 main:581] : INFO : Epoch 2039 | loss: 0.0311274 | val_loss: 0.0311687 | Time: 1538.64 ms
[2020-12-18 22:06:30 main:581] : INFO : Epoch 2040 | loss: 0.0311221 | val_loss: 0.0311721 | Time: 1535.53 ms
[2020-12-18 22:06:32 main:581] : INFO : Epoch 2041 | loss: 0.0311237 | val_loss: 0.0311609 | Time: 1536.5 ms
[2020-12-18 22:06:33 main:581] : INFO : Epoch 2042 | loss: 0.0311277 | val_loss: 0.031175 | Time: 1534.73 ms
[2020-12-18 22:06:35 main:581] : INFO : Epoch 2043 | loss: 0.0311273 | val_loss: 0.0311702 | Time: 1534.08 ms
[2020-12-18 22:06:36 main:581] : INFO : Epoch 2044 | loss: 0.0311209 | val_loss: 0.031164 | Time: 1532.71 ms
[2020-12-18 22:06:38 main:581] : INFO : Epoch 2045 | loss: 0.0311195 | val_loss: 0.0311674 | Time: 1531.42 ms
[2020-12-18 22:06:39 main:581] : INFO : Epoch 2046 | loss: 0.0311177 | val_loss: 0.0311651 | Time: 1530.52 ms
[2020-12-18 22:06:41 main:581] : INFO : Epoch 2047 | loss: 0.031118 | val_loss: 0.0311779 | Time: 1535.25 ms
[2020-12-18 22:06:42 main:581] : INFO : Epoch 2048 | loss: 0.0311143 | val_loss: 0.031166 | Time: 1536.07 ms
[2020-12-18 22:06:42 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031166
[2020-12-18 22:06:42 main:610] : INFO : Saving end state to config to file
[2020-12-18 22:06:42 main:615] : INFO : Success, exiting..
22:06:42 (3704): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)