Task 13477939
| Name | ParityModified-1647045927-4817-1-0_0 |
| Workunit | 10580361 |
| Created | 20 Mar 2022, 18:29:04 UTC |
| Sent | 30 Mar 2022, 23:51:08 UTC |
| Report deadline | 7 Apr 2022, 23:51:08 UTC |
| Received | 3 Apr 2022, 0:21:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13905 |
| Run time | 57 min 2 sec |
| CPU time | 52 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,572.74 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312157 | val_loss: 0.031218 | Time: 1724.26 ms [2022-04-02 19:06:01 main:574] : INFO : Epoch 1543 | loss: 0.0312152 | val_loss: 0.0312178 | Time: 1731.59 ms [2022-04-02 19:06:03 main:574] : INFO : Epoch 1544 | loss: 0.0312158 | val_loss: 0.0312175 | Time: 1736.95 ms [2022-04-02 19:06:05 main:574] : INFO : Epoch 1545 | loss: 0.0312168 | val_loss: 0.0312197 | Time: 1732.24 ms [2022-04-02 19:06:06 main:574] : INFO : Epoch 1546 | loss: 0.0312158 | val_loss: 0.0312201 | Time: 1726.53 ms [2022-04-02 19:06:08 main:574] : INFO : Epoch 1547 | loss: 0.0312178 | val_loss: 0.0312177 | Time: 1729.54 ms [2022-04-02 19:06:10 main:574] : INFO : Epoch 1548 | loss: 0.0312178 | val_loss: 0.0312242 | Time: 1757.68 ms [2022-04-02 19:06:12 main:574] : INFO : Epoch 1549 | loss: 0.0312186 | val_loss: 0.0312222 | Time: 1736.44 ms [2022-04-02 19:06:14 main:574] : INFO : Epoch 1550 | loss: 0.0312165 | val_loss: 0.0312188 | Time: 1883.81 ms [2022-04-02 19:06:15 main:574] : INFO : Epoch 1551 | loss: 0.0312165 | val_loss: 0.03122 | Time: 1725.98 ms [2022-04-02 19:06:17 main:574] : INFO : Epoch 1552 | loss: 0.0312172 | val_loss: 0.0312157 | Time: 1724.43 ms [2022-04-02 19:06:19 main:574] : INFO : Epoch 1553 | loss: 0.0312148 | val_loss: 0.0312152 | Time: 1743.09 ms [2022-04-02 19:06:20 main:574] : INFO : Epoch 1554 | loss: 0.0312145 | val_loss: 0.0312164 | Time: 1723.74 ms [2022-04-02 19:06:22 main:574] : INFO : Epoch 1555 | loss: 0.0312146 | val_loss: 0.0312149 | Time: 1719.01 ms [2022-04-02 19:06:24 main:574] : INFO : Epoch 1556 | loss: 0.0312132 | val_loss: 0.0312153 | Time: 1727.9 ms [2022-04-02 19:06:26 main:574] : INFO : Epoch 1557 | loss: 0.0312126 | val_loss: 0.0312141 | Time: 1728.14 ms [2022-04-02 19:06:28 main:574] : INFO : Epoch 1558 | loss: 0.0312118 | val_loss: 0.0312145 | Time: 1887.08 ms [2022-04-02 19:06:29 main:574] : INFO : Epoch 1559 | loss: 0.0312123 | val_loss: 0.0312133 | Time: 1744.76 ms [2022-04-02 19:06:31 main:574] : INFO : Epoch 1560 | loss: 0.0312115 | val_loss: 0.0312124 | Time: 1746.62 ms [2022-04-02 19:06:33 main:574] : INFO : Epoch 1561 | loss: 0.0312111 | val_loss: 0.031212 | Time: 1735.78 ms [2022-04-02 19:06:35 main:574] : INFO : Epoch 1562 | loss: 0.0312123 | val_loss: 0.0312124 | Time: 1751.06 ms [2022-04-02 19:06:36 main:574] : INFO : Epoch 1563 | loss: 0.0312114 | val_loss: 0.031212 | Time: 1742.75 ms [2022-04-02 19:06:38 main:574] : INFO : Epoch 1564 | loss: 0.0312094 | val_loss: 0.0312118 | Time: 1769.03 ms [2022-04-02 19:06:40 main:574] : INFO : Epoch 1565 | loss: 0.0312118 | val_loss: 0.0312255 | Time: 1749.63 ms [2022-04-02 19:06:42 main:574] : INFO : Epoch 1566 | loss: 0.0312107 | val_loss: 0.0312126 | Time: 1895.1 ms [2022-04-02 19:06:43 main:574] : INFO : Epoch 1567 | loss: 0.0312101 | val_loss: 0.0312106 | Time: 1740.2 ms [2022-04-02 19:06:45 main:574] : INFO : Epoch 1568 | loss: 0.0312082 | val_loss: 0.0312127 | Time: 1762.08 ms [2022-04-02 19:06:47 main:574] : INFO : Epoch 1569 | loss: 0.0312087 | val_loss: 0.031215 | Time: 1754.46 ms [2022-04-02 19:06:49 main:574] : INFO : Epoch 1570 | loss: 0.0312111 | val_loss: 0.0312137 | Time: 1754.22 ms [2022-04-02 19:06:50 main:574] : INFO : Epoch 1571 | loss: 0.0312097 | val_loss: 0.0312118 | Time: 1742.14 ms [2022-04-02 19:06:52 main:574] : INFO : Epoch 1572 | loss: 0.0312109 | val_loss: 0.0312101 | Time: 1752.11 ms [2022-04-02 19:06:54 main:574] : INFO : Epoch 1573 | loss: 0.0312081 | val_loss: 0.0312112 | Time: 1763.37 ms [2022-04-02 19:06:56 main:574] : INFO : Epoch 1574 | loss: 0.0312081 | val_loss: 0.0312107 | Time: 1921.72 ms [2022-04-02 19:06:58 main:574] : INFO : Epoch 1575 | loss: 0.0312103 | val_loss: 0.0312123 | Time: 1757.99 ms [2022-04-02 19:06:59 main:574] : INFO : Epoch 1576 | loss: 0.031211 | val_loss: 0.0312143 | Time: 1750.8 ms [2022-04-02 19:07:01 main:574] : INFO : Epoch 1577 | loss: 0.0312101 | val_loss: 0.0312085 | Time: 1770.66 ms [2022-04-02 19:07:03 main:574] : INFO : Epoch 1578 | loss: 0.0312089 | val_loss: 0.0312091 | Time: 1738.52 ms [2022-04-02 19:07:05 main:574] : INFO : Epoch 1579 | loss: 0.0312078 | val_loss: 0.0312213 | Time: 1740.7 ms [2022-04-02 19:07:06 main:574] : INFO : Epoch 1580 | loss: 0.0312079 | val_loss: 0.0312075 | Time: 1754.76 ms [2022-04-02 19:07:08 main:574] : INFO : Epoch 1581 | loss: 0.0312046 | val_loss: 0.0312079 | Time: 1787.06 ms [2022-04-02 19:07:10 main:574] : INFO : Epoch 1582 | loss: 0.0312049 | val_loss: 0.031207 | Time: 1766.48 ms [2022-04-02 19:07:12 main:574] : INFO : Epoch 1583 | loss: 0.0312045 | val_loss: 0.031207 | Time: 1877.11 ms [2022-04-02 19:07:14 main:574] : INFO : Epoch 1584 | loss: 0.0312043 | val_loss: 0.0312084 | Time: 1736.07 ms [2022-04-02 19:07:15 main:574] : INFO : Epoch 1585 | loss: 0.0312042 | val_loss: 0.0312087 | Time: 1731.14 ms [2022-04-02 19:07:17 main:574] : INFO : Epoch 1586 | loss: 0.0312092 | val_loss: 0.031211 | Time: 1718.1 ms [2022-04-02 19:07:19 main:574] : INFO : Epoch 1587 | loss: 0.031205 | val_loss: 0.0312069 | Time: 1748.64 ms [2022-04-02 19:07:21 main:574] : INFO : Epoch 1588 | loss: 0.0312039 | val_loss: 0.0312081 | Time: 1739.03 ms [2022-04-02 19:07:22 main:574] : INFO : Epoch 1589 | loss: 0.0312061 | val_loss: 0.0312148 | Time: 1755.32 ms [2022-04-02 19:07:24 main:574] : INFO : Epoch 1590 | loss: 0.0312087 | val_loss: 0.0312061 | Time: 1761.06 ms [2022-04-02 19:07:26 main:574] : INFO : Epoch 1591 | loss: 0.0312035 | val_loss: 0.0312081 | Time: 1898.35 ms [2022-04-02 19:07:28 main:574] : INFO : Epoch 1592 | loss: 0.0312027 | val_loss: 0.0312081 | Time: 1731.76 ms [2022-04-02 19:07:30 main:574] : INFO : Epoch 1593 | loss: 0.031203 | val_loss: 0.0312086 | Time: 1743.32 ms [2022-04-02 19:07:31 main:574] : INFO : Epoch 1594 | loss: 0.0312055 | val_loss: 0.0312076 | Time: 1737.76 ms [2022-04-02 19:07:33 main:574] : INFO : Epoch 1595 | loss: 0.0312056 | val_loss: 0.0312119 | Time: 1719.05 ms [2022-04-02 19:07:35 main:574] : INFO : Epoch 1596 | loss: 0.0312071 | val_loss: 0.0312139 | Time: 1729.08 ms [2022-04-02 19:07:36 main:574] : INFO : Epoch 1597 | loss: 0.0312027 | val_loss: 0.0312063 | Time: 1727.49 ms [2022-04-02 19:07:38 main:574] : INFO : Epoch 1598 | loss: 0.0312039 | val_loss: 0.0312093 | Time: 1719.91 ms [2022-04-02 19:07:40 main:574] : INFO : Epoch 1599 | loss: 0.0312059 | val_loss: 0.031206 | Time: 1887.8 ms [2022-04-02 19:07:42 main:574] : INFO : Epoch 1600 | loss: 0.0312007 | val_loss: 0.0312147 | Time: 1722.25 ms [2022-04-02 19:07:44 main:574] : INFO : Epoch 1601 | loss: 0.0312017 | val_loss: 0.0312055 | Time: 1730.07 ms [2022-04-02 19:07:45 main:574] : INFO : Epoch 1602 | loss: 0.0312002 | val_loss: 0.0312056 | Time: 1719.19 ms [2022-04-02 19:07:47 main:574] : INFO : Epoch 1603 | loss: 0.0312007 | val_loss: 0.0312038 | Time: 1734.12 ms [2022-04-02 19:07:49 main:574] : INFO : Epoch 1604 | loss: 0.0312042 | val_loss: 0.0312086 | Time: 1745.46 ms [2022-04-02 19:07:50 main:574] : INFO : Epoch 1605 | loss: 0.0312 | val_loss: 0.0312051 | Time: 1719.89 ms [2022-04-02 19:07:52 main:574] : INFO : Epoch 1606 | loss: 0.0311994 | val_loss: 0.0312042 | Time: 1746.3 ms [2022-04-02 19:07:54 main:574] : INFO : Epoch 1607 | loss: 0.0312 | val_loss: 0.0312038 | Time: 1737.55 ms [2022-04-02 19:07:56 main:574] : INFO : Epoch 1608 | loss: 0.0312018 | val_loss: 0.0312126 | Time: 1881.26 ms [2022-04-02 19:07:58 main:574] : INFO : Epoch 1609 | loss: 0.0312033 | val_loss: 0.0312111 | Time: 1732.7 ms [2022-04-02 19:07:59 main:574] : INFO : Epoch 1610 | loss: 0.0312 | val_loss: 0.031205 | Time: 1742.95 ms [2022-04-02 19:08:01 main:574] : INFO : Epoch 1611 | loss: 0.0311977 | val_loss: 0.0312049 | Time: 1757.93 ms [2022-04-02 19:08:03 main:574] : INFO : Epoch 1612 | loss: 0.0311989 | val_loss: 0.0312041 | Time: 1759.2 ms [2022-04-02 19:08:05 main:574] : INFO : Epoch 1613 | loss: 0.0312004 | val_loss: 0.0312031 | Time: 1754.03 ms [2022-04-02 19:08:06 main:574] : INFO : Epoch 1614 | loss: 0.0312009 | val_loss: 0.0312015 | Time: 1758.72 ms [2022-04-02 19:08:08 main:574] : INFO : Epoch 1615 | loss: 0.0312029 | val_loss: 0.0312051 | Time: 1754.81 ms [2022-04-02 19:08:10 main:574] : INFO : Epoch 1616 | loss: 0.0312019 | val_loss: 0.0312011 | Time: 1951.03 ms [2022-04-02 19:08:12 main:574] : INFO : Epoch 1617 | loss: 0.0312005 | val_loss: 0.0311997 | Time: 1729.57 ms [2022-04-02 19:08:14 main:574] : INFO : Epoch 1618 | loss: 0.0311985 | val_loss: 0.0312093 | Time: 1741.64 ms [2022-04-02 19:08:15 main:574] : INFO : Epoch 1619 | loss: 0.031201 | val_loss: 0.0312159 | Time: 1729.96 ms [2022-04-02 19:08:17 main:574] : INFO : Epoch 1620 | loss: 0.0312066 | val_loss: 0.0312111 | Time: 1723.68 ms [2022-04-02 19:08:19 main:574] : INFO : Epoch 1621 | loss: 0.0312032 | val_loss: 0.0312132 | Time: 1732.56 ms [2022-04-02 19:08:21 main:574] : INFO : Epoch 1622 | loss: 0.0311975 | val_loss: 0.031206 | Time: 1724.06 ms [2022-04-02 19:08:22 main:574] : INFO : Epoch 1623 | loss: 0.0311959 | val_loss: 0.0312003 | Time: 1731.16 ms [2022-04-02 19:08:24 main:574] : INFO : Epoch 1624 | loss: 0.0312003 | val_loss: 0.0311981 | Time: 1894.16 ms [2022-04-02 19:08:26 main:574] : INFO : Epoch 1625 | loss: 0.0311947 | val_loss: 0.0311993 | Time: 1740.4 ms [2022-04-02 19:08:28 main:574] : INFO : Epoch 1626 | loss: 0.0311946 | val_loss: 0.0312001 | Time: 1722.05 ms [2022-04-02 19:08:29 main:574] : INFO : Epoch 1627 | loss: 0.0312005 | val_loss: 0.0312083 | Time: 1724.78 ms [2022-04-02 19:08:31 main:574] : INFO : Epoch 1628 | loss: 0.031204 | val_loss: 0.0312001 | Time: 1779.42 ms [2022-04-02 19:08:33 main:574] : INFO : Epoch 1629 | loss: 0.031198 | val_loss: 0.0311984 | Time: 1802.71 ms [2022-04-02 19:08:35 main:574] : INFO : Epoch 1630 | loss: 0.0312018 | val_loss: 0.0312089 | Time: 1736.87 ms [2022-04-02 19:08:36 main:574] : INFO : Epoch 1631 | loss: 0.0312008 | val_loss: 0.0312 | Time: 1744.02 ms [2022-04-02 19:08:38 main:574] : INFO : Epoch 1632 | loss: 0.0312008 | val_loss: 0.0311992 | Time: 1902.69 ms [2022-04-02 19:08:40 main:574] : INFO : Epoch 1633 | loss: 0.0311953 | val_loss: 0.0311965 | Time: 1734.32 ms [2022-04-02 19:08:42 main:574] : INFO : Epoch 1634 | loss: 0.031197 | val_loss: 0.0311995 | Time: 1734.78 ms [2022-04-02 19:08:44 main:574] : INFO : Epoch 1635 | loss: 0.0312016 | val_loss: 0.0311978 | Time: 1725.3 ms [2022-04-02 19:08:45 main:574] : INFO : Epoch 1636 | loss: 0.0312005 | val_loss: 0.0312041 | Time: 1743.2 ms [2022-04-02 19:08:47 main:574] : INFO : Epoch 1637 | loss: 0.031199 | val_loss: 0.0312082 | Time: 1739.61 ms [2022-04-02 19:08:49 main:574] : INFO : Epoch 1638 | loss: 0.0311972 | val_loss: 0.0312233 | Time: 1739.22 ms [2022-04-02 19:08:51 main:574] : INFO : Epoch 1639 | loss: 0.0312032 | val_loss: 0.0311955 | Time: 1745.36 ms [2022-04-02 19:08:52 main:574] : INFO : Epoch 1640 | loss: 0.0311971 | val_loss: 0.0311981 | Time: 1895.62 ms [2022-04-02 19:08:54 main:574] : INFO : Epoch 1641 | loss: 0.0311949 | val_loss: 0.031195 | Time: 1730.83 ms [2022-04-02 19:08:56 main:574] : INFO : Epoch 1642 | loss: 0.0311938 | val_loss: 0.0311948 | Time: 1740.81 ms [2022-04-02 19:08:58 main:574] : INFO : Epoch 1643 | loss: 0.0311914 | val_loss: 0.0311942 | Time: 1726.58 ms [2022-04-02 19:08:59 main:574] : INFO : Epoch 1644 | loss: 0.0311953 | val_loss: 0.0311961 | Time: 1742.21 ms [2022-04-02 19:09:01 main:574] : INFO : Epoch 1645 | loss: 0.0311944 | val_loss: 0.0311963 | Time: 1737.3 ms [2022-04-02 19:09:03 main:574] : INFO : Epoch 1646 | loss: 0.0311986 | val_loss: 0.0311963 | Time: 1730.67 ms [2022-04-02 19:09:05 main:574] : INFO : Epoch 1647 | loss: 0.0311999 | val_loss: 0.0311938 | Time: 1737.44 ms [2022-04-02 19:09:06 main:574] : INFO : Epoch 1648 | loss: 0.0312063 | val_loss: 0.0312139 | Time: 1877.98 ms [2022-04-02 19:09:08 main:574] : INFO : Epoch 1649 | loss: 0.0312052 | val_loss: 0.0311931 | Time: 1710.64 ms [2022-04-02 19:09:10 main:574] : INFO : Epoch 1650 | loss: 0.0312029 | val_loss: 0.0311997 | Time: 1733.98 ms [2022-04-02 19:09:12 main:574] : INFO : Epoch 1651 | loss: 0.0312215 | val_loss: 0.0311981 | Time: 1727.8 ms [2022-04-02 19:09:13 main:574] : INFO : Epoch 1652 | loss: 0.0311991 | val_loss: 0.0311962 | Time: 1724.3 ms [2022-04-02 19:09:15 main:574] : INFO : Epoch 1653 | loss: 0.0311933 | val_loss: 0.0311914 | Time: 1746.98 ms [2022-04-02 19:09:17 main:574] : INFO : Epoch 1654 | loss: 0.031193 | val_loss: 0.0311908 | Time: 1733.36 ms [2022-04-02 19:09:19 main:574] : INFO : Epoch 1655 | loss: 0.0311952 | val_loss: 0.0311917 | Time: 1731.81 ms [2022-04-02 19:09:20 main:574] : INFO : Epoch 1656 | loss: 0.0311964 | val_loss: 0.0311926 | Time: 1730.96 ms [2022-04-02 19:09:22 main:574] : INFO : Epoch 1657 | loss: 0.0311907 | val_loss: 0.0311904 | Time: 1885.53 ms [2022-04-02 19:09:24 main:574] : INFO : Epoch 1658 | loss: 0.0311921 | val_loss: 0.0311897 | Time: 1734.48 ms [2022-04-02 19:09:26 main:574] : INFO : Epoch 1659 | loss: 0.0311909 | val_loss: 0.0311927 | Time: 1733.85 ms [2022-04-02 19:09:27 main:574] : INFO : Epoch 1660 | loss: 0.031193 | val_loss: 0.0311948 | Time: 1717.93 ms [2022-04-02 19:09:29 main:574] : INFO : Epoch 1661 | loss: 0.0311938 | val_loss: 0.0311891 | Time: 1735.62 ms [2022-04-02 19:09:31 main:574] : INFO : Epoch 1662 | loss: 0.0311927 | val_loss: 0.0311894 | Time: 1725.25 ms [2022-04-02 19:09:33 main:574] : INFO : Epoch 1663 | loss: 0.0311954 | val_loss: 0.0311899 | Time: 1721.87 ms [2022-04-02 19:09:34 main:574] : INFO : Epoch 1664 | loss: 0.031191 | val_loss: 0.0311898 | Time: 1731.77 ms [2022-04-02 19:09:36 main:574] : INFO : Epoch 1665 | loss: 0.0311891 | val_loss: 0.0311923 | Time: 1906.7 ms [2022-04-02 19:09:38 main:574] : INFO : Epoch 1666 | loss: 0.0311927 | val_loss: 0.0312009 | Time: 1729.04 ms [2022-04-02 19:09:40 main:574] : INFO : Epoch 1667 | loss: 0.0311928 | val_loss: 0.0311891 | Time: 1725.58 ms [2022-04-02 19:09:42 main:574] : INFO : Epoch 1668 | loss: 0.0311935 | val_loss: 0.0311895 | Time: 1734.87 ms [2022-04-02 19:09:43 main:574] : INFO : Epoch 1669 | loss: 0.0311921 | val_loss: 0.0311925 | Time: 1718.44 ms [2022-04-02 19:09:45 main:574] : INFO : Epoch 1670 | loss: 0.0312026 | val_loss: 0.0311899 | Time: 1726.11 ms [2022-04-02 19:09:47 main:574] : INFO : Epoch 1671 | loss: 0.0311912 | val_loss: 0.0312039 | Time: 1730.42 ms [2022-04-02 19:09:48 main:574] : INFO : Epoch 1672 | loss: 0.0311935 | val_loss: 0.0311941 | Time: 1724.75 ms [2022-04-02 19:09:50 main:574] : INFO : Epoch 1673 | loss: 0.0311959 | val_loss: 0.0312 | Time: 1884.27 ms [2022-04-02 19:09:52 main:574] : INFO : Epoch 1674 | loss: 0.0311913 | val_loss: 0.0311907 | Time: 1937.52 ms [2022-04-02 19:09:54 main:574] : INFO : Epoch 1675 | loss: 0.031193 | val_loss: 0.0311921 | Time: 1731.27 ms [2022-04-02 19:10:16 main:574] : INFO : Epoch 1676 | loss: 0.0311937 | val_loss: 0.0311933 | Time: 22038.4 ms [2022-04-02 19:10:18 main:574] : INFO : Epoch 1677 | loss: 0.0311943 | val_loss: 0.0311933 | Time: 1751.82 ms [2022-04-02 19:10:20 main:574] : INFO : Epoch 1678 | loss: 0.0311932 | val_loss: 0.0311883 | Time: 1885.45 ms [2022-04-02 19:10:21 main:574] : INFO : Epoch 1679 | loss: 0.0311949 | val_loss: 0.0312023 | Time: 1721.92 ms [2022-04-02 19:10:23 main:574] : INFO : Epoch 1680 | loss: 0.0312001 | val_loss: 0.0311947 | Time: 1741.96 ms [2022-04-02 19:10:25 main:574] : INFO : Epoch 1681 | loss: 0.031192 | val_loss: 0.0311896 | Time: 1745.45 ms [2022-04-02 19:10:27 main:574] : INFO : Epoch 1682 | loss: 0.0311954 | val_loss: 0.0311906 | Time: 1731.98 ms [2022-04-02 19:10:28 main:574] : INFO : Epoch 1683 | loss: 0.0311943 | val_loss: 0.0312247 | Time: 1741.37 ms [2022-04-02 19:10:30 main:574] : INFO : Epoch 1684 | loss: 0.0312047 | val_loss: 0.0311877 | Time: 1742.96 ms [2022-04-02 19:10:32 main:574] : INFO : Epoch 1685 | loss: 0.0311859 | val_loss: 0.0311902 | Time: 1725.78 ms [2022-04-02 19:10:34 main:574] : INFO : Epoch 1686 | loss: 0.0311905 | val_loss: 0.0311914 | Time: 1724.46 ms [2022-04-02 19:10:36 main:574] : INFO : Epoch 1687 | loss: 0.0311954 | val_loss: 0.0311891 | Time: 1904.48 ms [2022-04-02 19:10:37 main:574] : INFO : Epoch 1688 | loss: 0.0311926 | val_loss: 0.0311968 | Time: 1740.56 ms [2022-04-02 19:10:39 main:574] : INFO : Epoch 1689 | loss: 0.0311944 | val_loss: 0.0311883 | Time: 1725.99 ms [2022-04-02 19:10:41 main:574] : INFO : Epoch 1690 | loss: 0.0311929 | val_loss: 0.0311888 | Time: 1727.36 ms [2022-04-02 19:10:42 main:574] : INFO : Epoch 1691 | loss: 0.0312131 | val_loss: 0.0311902 | Time: 1745.71 ms [2022-04-02 19:10:44 main:574] : INFO : Epoch 1692 | loss: 0.0312044 | val_loss: 0.031189 | Time: 1740.82 ms [2022-04-02 19:10:46 main:574] : INFO : Epoch 1693 | loss: 0.0311963 | val_loss: 0.0311884 | Time: 1802.38 ms [2022-04-02 19:10:48 main:574] : INFO : Epoch 1694 | loss: 0.0311969 | val_loss: 0.0311908 | Time: 1785.12 ms [2022-04-02 19:10:50 main:574] : INFO : Epoch 1695 | loss: 0.031192 | val_loss: 0.0311876 | Time: 1891.03 ms [2022-04-02 19:10:51 main:574] : INFO : Epoch 1696 | loss: 0.0311912 | val_loss: 0.0311887 | Time: 1733.55 ms [2022-04-02 19:10:53 main:574] : INFO : Epoch 1697 | loss: 0.0311927 | val_loss: 0.0311904 | Time: 1737.05 ms [2022-04-02 19:10:55 main:574] : INFO : Epoch 1698 | loss: 0.0311945 | val_loss: 0.0311943 | Time: 1741.45 ms [2022-04-02 19:10:57 main:574] : INFO : Epoch 1699 | loss: 0.0311935 | val_loss: 0.031198 | Time: 1733.19 ms [2022-04-02 19:10:59 main:574] : INFO : Epoch 1700 | loss: 0.0311959 | val_loss: 0.0311908 | Time: 2030.06 ms [2022-04-02 19:11:00 main:574] : INFO : Epoch 1701 | loss: 0.0311939 | val_loss: 0.0311964 | Time: 1747.85 ms [2022-04-02 19:11:02 main:574] : INFO : Epoch 1702 | loss: 0.0311953 | val_loss: 0.0311853 | Time: 1754.11 ms [2022-04-02 19:11:04 main:574] : INFO : Epoch 1703 | loss: 0.0312044 | val_loss: 0.0312142 | Time: 1740.38 ms [2022-04-02 19:11:06 main:574] : INFO : Epoch 1704 | loss: 0.0312069 | val_loss: 0.0312007 | Time: 1763.01 ms [2022-04-02 19:11:08 main:574] : INFO : Epoch 1705 | loss: 0.0311902 | val_loss: 0.031186 | Time: 1755.73 ms [2022-04-02 19:11:09 main:574] : INFO : Epoch 1706 | loss: 0.0311892 | val_loss: 0.0311858 | Time: 1747.46 ms [2022-04-02 19:11:11 main:574] : INFO : Epoch 1707 | loss: 0.0311925 | val_loss: 0.0311855 | Time: 1759.81 ms [2022-04-02 19:11:13 main:574] : INFO : Epoch 1708 | loss: 0.0311903 | val_loss: 0.0311871 | Time: 1899.44 ms [2022-04-02 19:11:15 main:574] : INFO : Epoch 1709 | loss: 0.0311969 | val_loss: 0.0311914 | Time: 1746.58 ms [2022-04-02 19:11:16 main:574] : INFO : Epoch 1710 | loss: 0.0311919 | val_loss: 0.0311983 | Time: 1748.74 ms [2022-04-02 19:11:18 main:574] : INFO : Epoch 1711 | loss: 0.0311917 | val_loss: 0.0311873 | Time: 1745.49 ms [2022-04-02 19:11:20 main:574] : INFO : Epoch 1712 | loss: 0.0311936 | val_loss: 0.0312042 | Time: 1754.65 ms [2022-04-02 19:11:22 main:574] : INFO : Epoch 1713 | loss: 0.031192 | val_loss: 0.0311887 | Time: 1727.45 ms [2022-04-02 19:11:23 main:574] : INFO : Epoch 1714 | loss: 0.0311931 | val_loss: 0.0311891 | Time: 1731.72 ms [2022-04-02 19:11:25 main:574] : INFO : Epoch 1715 | loss: 0.0311989 | val_loss: 0.0312134 | Time: 1736.21 ms [2022-04-02 19:11:27 main:574] : INFO : Epoch 1716 | loss: 0.0312079 | val_loss: 0.0312057 | Time: 1879.71 ms [2022-04-02 19:11:29 main:574] : INFO : Epoch 1717 | loss: 0.0312003 | val_loss: 0.0311905 | Time: 1729.62 ms [2022-04-02 19:11:30 main:574] : INFO : Epoch 1718 | loss: 0.0312031 | val_loss: 0.0312025 | Time: 1723.25 ms [2022-04-02 19:11:32 main:574] : INFO : Epoch 1719 | loss: 0.0311952 | val_loss: 0.0311938 | Time: 1704.22 ms [2022-04-02 19:11:34 main:574] : INFO : Epoch 1720 | loss: 0.0311919 | val_loss: 0.0312024 | Time: 1704.12 ms [2022-04-02 19:11:36 main:574] : INFO : Epoch 1721 | loss: 0.0311923 | val_loss: 0.0311946 | Time: 1745.16 ms [2022-04-02 19:11:37 main:574] : INFO : Epoch 1722 | loss: 0.0311891 | val_loss: 0.0311951 | Time: 1716.94 ms [2022-04-02 19:11:39 main:574] : INFO : Epoch 1723 | loss: 0.0311988 | val_loss: 0.0311879 | Time: 1712.15 ms [2022-04-02 19:11:41 main:574] : INFO : Epoch 1724 | loss: 0.031196 | val_loss: 0.0311879 | Time: 1888.54 ms [2022-04-02 19:11:43 main:574] : INFO : Epoch 1725 | loss: 0.0311898 | val_loss: 0.0311882 | Time: 1723.09 ms [2022-04-02 19:11:44 main:574] : INFO : Epoch 1726 | loss: 0.0311958 | val_loss: 0.0311934 | Time: 1735.51 ms [2022-04-02 19:11:46 main:574] : INFO : Epoch 1727 | loss: 0.0312057 | val_loss: 0.0312277 | Time: 1725.24 ms [2022-04-02 19:11:48 main:574] : INFO : Epoch 1728 | loss: 0.0311996 | val_loss: 0.0311915 | Time: 1726.22 ms [2022-04-02 19:11:50 main:574] : INFO : Epoch 1729 | loss: 0.0311873 | val_loss: 0.031186 | Time: 1725.92 ms [2022-04-02 19:11:51 main:574] : INFO : Epoch 1730 | loss: 0.0311921 | val_loss: 0.0311988 | Time: 1750.33 ms [2022-04-02 19:11:53 main:574] : INFO : Epoch 1731 | loss: 0.031188 | val_loss: 0.0311875 | Time: 1711.49 ms [2022-04-02 19:11:55 main:574] : INFO : Epoch 1732 | loss: 0.031187 | val_loss: 0.0311859 | Time: 1633.33 ms [2022-04-02 19:11:57 main:574] : INFO : Epoch 1733 | loss: 0.0311896 | val_loss: 0.0311848 | Time: 1799.22 ms [2022-04-02 19:11:58 main:574] : INFO : Epoch 1734 | loss: 0.0311902 | val_loss: 0.0311862 | Time: 1609.08 ms [2022-04-02 19:12:00 main:574] : INFO : Epoch 1735 | loss: 0.0311959 | val_loss: 0.0312018 | Time: 1646.72 ms [2022-04-02 19:12:02 main:574] : INFO : Epoch 1736 | loss: 0.0311925 | val_loss: 0.0311898 | Time: 1733.19 ms [2022-04-02 19:12:03 main:574] : INFO : Epoch 1737 | loss: 0.0311893 | val_loss: 0.031214 | Time: 1701.52 ms [2022-04-02 19:12:05 main:574] : INFO : Epoch 1738 | loss: 0.0311966 | val_loss: 0.0311926 | Time: 1722.16 ms [2022-04-02 19:12:07 main:574] : INFO : Epoch 1739 | loss: 0.0311952 | val_loss: 0.0311987 | Time: 1745.71 ms [2022-04-02 19:12:09 main:574] : INFO : Epoch 1740 | loss: 0.0311944 | val_loss: 0.0311871 | Time: 1776.93 ms [2022-04-02 19:12:10 main:574] : INFO : Epoch 1741 | loss: 0.0311919 | val_loss: 0.0311861 | Time: 1873.44 ms [2022-04-02 19:12:12 main:574] : INFO : Epoch 1742 | loss: 0.0311909 | val_loss: 0.0311863 | Time: 1725.47 ms [2022-04-02 19:12:14 main:574] : INFO : Epoch 1743 | loss: 0.0311898 | val_loss: 0.0311857 | Time: 1733.11 ms [2022-04-02 19:12:16 main:574] : INFO : Epoch 1744 | loss: 0.031189 | val_loss: 0.0311859 | Time: 1725.44 ms [2022-04-02 19:12:17 main:574] : INFO : Epoch 1745 | loss: 0.0311971 | val_loss: 0.0311855 | Time: 1716.13 ms [2022-04-02 19:12:19 main:574] : INFO : Epoch 1746 | loss: 0.0311896 | val_loss: 0.0311871 | Time: 1715.04 ms [2022-04-02 19:12:21 main:574] : INFO : Epoch 1747 | loss: 0.0311918 | val_loss: 0.0311911 | Time: 1719.17 ms [2022-04-02 19:12:23 main:574] : INFO : Epoch 1748 | loss: 0.0311975 | val_loss: 0.0312021 | Time: 1728.8 ms [2022-04-02 19:12:24 main:574] : INFO : Epoch 1749 | loss: 0.0311904 | val_loss: 0.0311836 | Time: 1889.29 ms [2022-04-02 19:12:26 main:574] : INFO : Epoch 1750 | loss: 0.0311868 | val_loss: 0.0311861 | Time: 1705.37 ms [2022-04-02 19:12:28 main:574] : INFO : Epoch 1751 | loss: 0.0311965 | val_loss: 0.0312232 | Time: 1710.89 ms [2022-04-02 19:12:30 main:574] : INFO : Epoch 1752 | loss: 0.0312042 | val_loss: 0.0311857 | Time: 1718.51 ms [2022-04-02 19:12:31 main:574] : INFO : Epoch 1753 | loss: 0.0311869 | val_loss: 0.0311848 | Time: 1726.53 ms [2022-04-02 19:12:33 main:574] : INFO : Epoch 1754 | loss: 0.0311864 | val_loss: 0.0311896 | Time: 1727.48 ms [2022-04-02 19:12:35 main:574] : INFO : Epoch 1755 | loss: 0.0311946 | val_loss: 0.0311891 | Time: 1715.75 ms [2022-04-02 19:12:36 main:574] : INFO : Epoch 1756 | loss: 0.031211 | val_loss: 0.031202 | Time: 1732.82 ms [2022-04-02 19:12:38 main:574] : INFO : Epoch 1757 | loss: 0.031192 | val_loss: 0.0311843 | Time: 1709.88 ms [2022-04-02 19:12:40 main:574] : INFO : Epoch 1758 | loss: 0.0311888 | val_loss: 0.0311886 | Time: 1885.26 ms [2022-04-02 19:12:42 main:574] : INFO : Epoch 1759 | loss: 0.0311916 | val_loss: 0.0311864 | Time: 1728.87 ms [2022-04-02 19:12:44 main:574] : INFO : Epoch 1760 | loss: 0.0311928 | val_loss: 0.0311871 | Time: 1723.43 ms [2022-04-02 19:12:45 main:574] : INFO : Epoch 1761 | loss: 0.0311943 | val_loss: 0.0311864 | Time: 1719.13 ms [2022-04-02 19:12:47 main:574] : INFO : Epoch 1762 | loss: 0.0311961 | val_loss: 0.0311839 | Time: 1745.71 ms [2022-04-02 19:12:49 main:574] : INFO : Epoch 1763 | loss: 0.0312041 | val_loss: 0.0312231 | Time: 1738.03 ms [2022-04-02 19:12:50 main:574] : INFO : Epoch 1764 | loss: 0.0311961 | val_loss: 0.0311957 | Time: 1726.35 ms [2022-04-02 19:12:52 main:574] : INFO : Epoch 1765 | loss: 0.0312003 | val_loss: 0.0312083 | Time: 1716.96 ms [2022-04-02 19:12:54 main:574] : INFO : Epoch 1766 | loss: 0.0311952 | val_loss: 0.0311839 | Time: 1879.68 ms [2022-04-02 19:12:56 main:574] : INFO : Epoch 1767 | loss: 0.031195 | val_loss: 0.0311903 | Time: 1731.56 ms [2022-04-02 19:12:58 main:574] : INFO : Epoch 1768 | loss: 0.0311894 | val_loss: 0.0311838 | Time: 1749.42 ms [2022-04-02 19:12:59 main:574] : INFO : Epoch 1769 | loss: 0.0311898 | val_loss: 0.0311907 | Time: 1719.43 ms [2022-04-02 19:13:01 main:574] : INFO : Epoch 1770 | loss: 0.0311886 | val_loss: 0.0311919 | Time: 1730.2 ms [2022-04-02 19:13:03 main:574] : INFO : Epoch 1771 | loss: 0.0311866 | val_loss: 0.0311856 | Time: 1747.43 ms [2022-04-02 19:13:05 main:574] : INFO : Epoch 1772 | loss: 0.0312078 | val_loss: 0.0311915 | Time: 1723.56 ms [2022-04-02 19:13:06 main:574] : INFO : Epoch 1773 | loss: 0.0311936 | val_loss: 0.0312181 | Time: 1702.61 ms [2022-04-02 19:13:08 main:574] : INFO : Epoch 1774 | loss: 0.0311948 | val_loss: 0.0311836 | Time: 1780.98 ms [2022-04-02 19:13:10 main:574] : INFO : Epoch 1775 | loss: 0.031188 | val_loss: 0.0311899 | Time: 1609.28 ms [2022-04-02 19:13:11 main:574] : INFO : Epoch 1776 | loss: 0.0311913 | val_loss: 0.0311969 | Time: 1617.18 ms [2022-04-02 19:13:13 main:574] : INFO : Epoch 1777 | loss: 0.0311929 | val_loss: 0.0312043 | Time: 1616.37 ms [2022-04-02 19:13:15 main:574] : INFO : Epoch 1778 | loss: 0.0311946 | val_loss: 0.0312002 | Time: 1623.12 ms [2022-04-02 19:13:16 main:574] : INFO : Epoch 1779 | loss: 0.0311909 | val_loss: 0.0312078 | Time: 1619.45 ms [2022-04-02 19:13:18 main:574] : INFO : Epoch 1780 | loss: 0.0311934 | val_loss: 0.0311955 | Time: 1634.47 ms [2022-04-02 19:13:19 main:574] : INFO : Epoch 1781 | loss: 0.0311848 | val_loss: 0.0311856 | Time: 1615.24 ms [2022-04-02 19:13:21 main:574] : INFO : Epoch 1782 | loss: 0.0311856 | val_loss: 0.0311837 | Time: 1641.92 ms [2022-04-02 19:13:23 main:574] : INFO : Epoch 1783 | loss: 0.0311884 | val_loss: 0.0311834 | Time: 1782.88 ms [2022-04-02 19:13:25 main:574] : INFO : Epoch 1784 | loss: 0.03119 | val_loss: 0.0311864 | Time: 1721.48 ms [2022-04-02 19:13:26 main:574] : INFO : Epoch 1785 | loss: 0.0311929 | val_loss: 0.0312015 | Time: 1723.99 ms [2022-04-02 19:13:28 main:574] : INFO : Epoch 1786 | loss: 0.0311911 | val_loss: 0.0311885 | Time: 1737.6 ms [2022-04-02 19:13:30 main:574] : INFO : Epoch 1787 | loss: 0.0311876 | val_loss: 0.031186 | Time: 1733.96 ms [2022-04-02 19:13:32 main:574] : INFO : Epoch 1788 | loss: 0.0311894 | val_loss: 0.0311897 | Time: 1745.74 ms [2022-04-02 19:13:33 main:574] : INFO : Epoch 1789 | loss: 0.0311917 | val_loss: 0.031189 | Time: 1740.18 ms [2022-04-02 19:13:35 main:574] : INFO : Epoch 1790 | loss: 0.0311869 | val_loss: 0.0311835 | Time: 1711.68 ms [2022-04-02 19:13:37 main:574] : INFO : Epoch 1791 | loss: 0.031191 | val_loss: 0.0311883 | Time: 1878.12 ms [2022-04-02 19:13:39 main:574] : INFO : Epoch 1792 | loss: 0.0311882 | val_loss: 0.0312073 | Time: 1743.64 ms [2022-04-02 19:13:40 main:574] : INFO : Epoch 1793 | loss: 0.0311885 | val_loss: 0.0311829 | Time: 1730.98 ms [2022-04-02 19:13:42 main:574] : INFO : Epoch 1794 | loss: 0.0311881 | val_loss: 0.031188 | Time: 1718.52 ms [2022-04-02 19:13:44 main:574] : INFO : Epoch 1795 | loss: 0.0311918 | val_loss: 0.0311889 | Time: 1727.34 ms [2022-04-02 19:13:46 main:574] : INFO : Epoch 1796 | loss: 0.0311858 | val_loss: 0.0311819 | Time: 1713.89 ms [2022-04-02 19:13:47 main:574] : INFO : Epoch 1797 | loss: 0.0311899 | val_loss: 0.0311859 | Time: 1734.13 ms [2022-04-02 19:13:49 main:574] : INFO : Epoch 1798 | loss: 0.0311875 | val_loss: 0.0312228 | Time: 1740.96 ms [2022-04-02 19:13:51 main:574] : INFO : Epoch 1799 | loss: 0.0311955 | val_loss: 0.0311909 | Time: 1867.55 ms [2022-04-02 19:13:53 main:574] : INFO : Epoch 1800 | loss: 0.0311939 | val_loss: 0.0312069 | Time: 1741.81 ms [2022-04-02 19:13:54 main:574] : INFO : Epoch 1801 | loss: 0.0311941 | val_loss: 0.0311842 | Time: 1728.27 ms [2022-04-02 19:13:56 main:574] : INFO : Epoch 1802 | loss: 0.0311979 | val_loss: 0.0311863 | Time: 1764.85 ms [2022-04-02 19:13:58 main:574] : INFO : Epoch 1803 | loss: 0.0311857 | val_loss: 0.0311838 | Time: 1727.14 ms [2022-04-02 19:14:00 main:574] : INFO : Epoch 1804 | loss: 0.0311855 | val_loss: 0.0311844 | Time: 1751.4 ms [2022-04-02 19:14:01 main:574] : INFO : Epoch 1805 | loss: 0.0311907 | val_loss: 0.0312026 | Time: 1737.99 ms [2022-04-02 19:14:03 main:574] : INFO : Epoch 1806 | loss: 0.0311947 | val_loss: 0.0311887 | Time: 1734.3 ms [2022-04-02 19:14:05 main:574] : INFO : Epoch 1807 | loss: 0.0311871 | val_loss: 0.0311862 | Time: 1887.43 ms [2022-04-02 19:14:07 main:574] : INFO : Epoch 1808 | loss: 0.0311839 | val_loss: 0.0311855 | Time: 1731.37 ms [2022-04-02 19:14:08 main:574] : INFO : Epoch 1809 | loss: 0.0311844 | val_loss: 0.0311869 | Time: 1738.35 ms [2022-04-02 19:14:10 main:574] : INFO : Epoch 1810 | loss: 0.0311885 | val_loss: 0.0311866 | Time: 1744.24 ms [2022-04-02 19:14:12 main:574] : INFO : Epoch 1811 | loss: 0.0311887 | val_loss: 0.0312127 | Time: 1724.86 ms [2022-04-02 19:14:14 main:574] : INFO : Epoch 1812 | loss: 0.0312003 | val_loss: 0.0312163 | Time: 1749.22 ms [2022-04-02 19:14:15 main:574] : INFO : Epoch 1813 | loss: 0.0311924 | val_loss: 0.0311926 | Time: 1728.5 ms [2022-04-02 19:14:17 main:574] : INFO : Epoch 1814 | loss: 0.0311853 | val_loss: 0.0311824 | Time: 1740.05 ms [2022-04-02 19:14:19 main:574] : INFO : Epoch 1815 | loss: 0.0311851 | val_loss: 0.0311877 | Time: 1737.68 ms [2022-04-02 19:14:21 main:574] : INFO : Epoch 1816 | loss: 0.0311868 | val_loss: 0.0311827 | Time: 1880.55 ms [2022-04-02 19:14:23 main:574] : INFO : Epoch 1817 | loss: 0.0311875 | val_loss: 0.0312041 | Time: 1715.38 ms [2022-04-02 19:14:24 main:574] : INFO : Epoch 1818 | loss: 0.0311912 | val_loss: 0.0311852 | Time: 1726.51 ms [2022-04-02 19:14:26 main:574] : INFO : Epoch 1819 | loss: 0.0311868 | val_loss: 0.0311837 | Time: 1727.21 ms [2022-04-02 19:14:28 main:574] : INFO : Epoch 1820 | loss: 0.0311888 | val_loss: 0.0311861 | Time: 1709.11 ms [2022-04-02 19:14:29 main:574] : INFO : Epoch 1821 | loss: 0.0311894 | val_loss: 0.0311868 | Time: 1712.7 ms [2022-04-02 19:14:31 main:574] : INFO : Epoch 1822 | loss: 0.0312062 | val_loss: 0.0311988 | Time: 1731.55 ms [2022-04-02 19:14:33 main:574] : INFO : Epoch 1823 | loss: 0.0311877 | val_loss: 0.0311866 | Time: 1735.19 ms [2022-04-02 19:14:35 main:574] : INFO : Epoch 1824 | loss: 0.0311852 | val_loss: 0.0311827 | Time: 1867.49 ms [2022-04-02 19:14:37 main:574] : INFO : Epoch 1825 | loss: 0.0311851 | val_loss: 0.0311842 | Time: 1729.12 ms [2022-04-02 19:14:38 main:574] : INFO : Epoch 1826 | loss: 0.0311838 | val_loss: 0.031191 | Time: 1726.09 ms [2022-04-02 19:14:40 main:574] : INFO : Epoch 1827 | loss: 0.0312008 | val_loss: 0.0311866 | Time: 1739.45 ms [2022-04-02 19:14:42 main:574] : INFO : Epoch 1828 | loss: 0.0311927 | val_loss: 0.031195 | Time: 1716.87 ms [2022-04-02 19:14:43 main:574] : INFO : Epoch 1829 | loss: 0.0311867 | val_loss: 0.0311877 | Time: 1721.61 ms [2022-04-02 19:14:45 main:574] : INFO : Epoch 1830 | loss: 0.0311873 | val_loss: 0.031199 | Time: 1724.7 ms [2022-04-02 19:14:47 main:574] : INFO : Epoch 1831 | loss: 0.0311896 | val_loss: 0.0311914 | Time: 1726.13 ms [2022-04-02 19:14:49 main:574] : INFO : Epoch 1832 | loss: 0.0311853 | val_loss: 0.0311868 | Time: 1877.14 ms [2022-04-02 19:14:51 main:574] : INFO : Epoch 1833 | loss: 0.0311817 | val_loss: 0.0311839 | Time: 1724.47 ms [2022-04-02 19:14:52 main:574] : INFO : Epoch 1834 | loss: 0.0311886 | val_loss: 0.031195 | Time: 1718.43 ms [2022-04-02 19:14:54 main:574] : INFO : Epoch 1835 | loss: 0.0311975 | val_loss: 0.0311923 | Time: 1718.42 ms [2022-04-02 19:14:56 main:574] : INFO : Epoch 1836 | loss: 0.0311934 | val_loss: 0.0311878 | Time: 1726.18 ms [2022-04-02 19:14:57 main:574] : INFO : Epoch 1837 | loss: 0.0311889 | val_loss: 0.0311888 | Time: 1723.84 ms [2022-04-02 19:14:59 main:574] : INFO : Epoch 1838 | loss: 0.0311898 | val_loss: 0.0311898 | Time: 1713.97 ms [2022-04-02 19:15:01 main:574] : INFO : Epoch 1839 | loss: 0.0311915 | val_loss: 0.0311861 | Time: 1744.82 ms [2022-04-02 19:15:03 main:574] : INFO : Epoch 1840 | loss: 0.0311884 | val_loss: 0.0311879 | Time: 1724.69 ms [2022-04-02 19:15:05 main:574] : INFO : Epoch 1841 | loss: 0.0311879 | val_loss: 0.0311899 | Time: 1879.77 ms [2022-04-02 19:15:06 main:574] : INFO : Epoch 1842 | loss: 0.0311874 | val_loss: 0.0312045 | Time: 1718.8 ms [2022-04-02 19:15:08 main:574] : INFO : Epoch 1843 | loss: 0.031192 | val_loss: 0.0311848 | Time: 1729.01 ms [2022-04-02 19:15:10 main:574] : INFO : Epoch 1844 | loss: 0.0311855 | val_loss: 0.0311874 | Time: 1750.86 ms [2022-04-02 19:15:11 main:574] : INFO : Epoch 1845 | loss: 0.0311867 | val_loss: 0.0311845 | Time: 1727.55 ms [2022-04-02 19:15:13 main:574] : INFO : Epoch 1846 | loss: 0.0311857 | val_loss: 0.0311872 | Time: 1725.89 ms [2022-04-02 19:15:15 main:574] : INFO : Epoch 1847 | loss: 0.031188 | val_loss: 0.0311851 | Time: 1733.75 ms [2022-04-02 19:15:17 main:574] : INFO : Epoch 1848 | loss: 0.0311881 | val_loss: 0.0311862 | Time: 1735.81 ms [2022-04-02 19:15:19 main:574] : INFO : Epoch 1849 | loss: 0.031187 | val_loss: 0.0311899 | Time: 1883.8 ms [2022-04-02 19:15:20 main:574] : INFO : Epoch 1850 | loss: 0.0311841 | val_loss: 0.0311837 | Time: 1735.35 ms [2022-04-02 19:15:22 main:574] : INFO : Epoch 1851 | loss: 0.031185 | val_loss: 0.0311868 | Time: 1729.49 ms [2022-04-02 19:15:24 main:574] : INFO : Epoch 1852 | loss: 0.0311837 | val_loss: 0.0311864 | Time: 1727.78 ms [2022-04-02 19:15:25 main:574] : INFO : Epoch 1853 | loss: 0.0311873 | val_loss: 0.0311926 | Time: 1737.44 ms [2022-04-02 19:15:27 main:574] : INFO : Epoch 1854 | loss: 0.0311846 | val_loss: 0.0311846 | Time: 1723.7 ms [2022-04-02 19:15:29 main:574] : INFO : Epoch 1855 | loss: 0.0311854 | val_loss: 0.0311856 | Time: 1731.62 ms [2022-04-02 19:15:31 main:574] : INFO : Epoch 1856 | loss: 0.0311864 | val_loss: 0.0311963 | Time: 1745.53 ms [2022-04-02 19:15:33 main:574] : INFO : Epoch 1857 | loss: 0.0311872 | val_loss: 0.0311883 | Time: 1909.43 ms [2022-04-02 19:15:34 main:574] : INFO : Epoch 1858 | loss: 0.0311828 | val_loss: 0.0311832 | Time: 1745.43 ms [2022-04-02 19:15:36 main:574] : INFO : Epoch 1859 | loss: 0.0311841 | val_loss: 0.0311828 | Time: 1758.34 ms [2022-04-02 19:15:38 main:574] : INFO : Epoch 1860 | loss: 0.0311867 | val_loss: 0.0311972 | Time: 1755.33 ms [2022-04-02 19:15:40 main:574] : INFO : Epoch 1861 | loss: 0.031184 | val_loss: 0.0311836 | Time: 1764.62 ms [2022-04-02 19:15:41 main:574] : INFO : Epoch 1862 | loss: 0.031185 | val_loss: 0.0311893 | Time: 1751.48 ms [2022-04-02 19:15:43 main:574] : INFO : Epoch 1863 | loss: 0.0311835 | val_loss: 0.0311915 | Time: 1748.63 ms [2022-04-02 19:15:45 main:574] : INFO : Epoch 1864 | loss: 0.0311876 | val_loss: 0.0311854 | Time: 1753.05 ms [2022-04-02 19:15:47 main:574] : INFO : Epoch 1865 | loss: 0.0311913 | val_loss: 0.0312019 | Time: 1940.79 ms [2022-04-02 19:15:49 main:574] : INFO : Epoch 1866 | loss: 0.0311889 | val_loss: 0.0311875 | Time: 1739.9 ms [2022-04-02 19:15:50 main:574] : INFO : Epoch 1867 | loss: 0.0311872 | val_loss: 0.0311885 | Time: 1751.92 ms [2022-04-02 19:15:52 main:574] : INFO : Epoch 1868 | loss: 0.0311855 | val_loss: 0.0311841 | Time: 1750.47 ms [2022-04-02 19:15:54 main:574] : INFO : Epoch 1869 | loss: 0.0311854 | val_loss: 0.0311845 | Time: 1741.86 ms [2022-04-02 19:15:56 main:574] : INFO : Epoch 1870 | loss: 0.0311861 | val_loss: 0.0311835 | Time: 1755.39 ms [2022-04-02 19:15:57 main:574] : INFO : Epoch 1871 | loss: 0.0311846 | val_loss: 0.0311916 | Time: 1747.18 ms [2022-04-02 19:15:59 main:574] : INFO : Epoch 1872 | loss: 0.031184 | val_loss: 0.0311871 | Time: 1731.3 ms [2022-04-02 19:16:01 main:574] : INFO : Epoch 1873 | loss: 0.0311925 | val_loss: 0.031203 | Time: 1956.48 ms [2022-04-02 19:16:03 main:574] : INFO : Epoch 1874 | loss: 0.0311863 | val_loss: 0.0311875 | Time: 1723.23 ms [2022-04-02 19:16:05 main:574] : INFO : Epoch 1875 | loss: 0.0311826 | val_loss: 0.031186 | Time: 1732.19 ms [2022-04-02 19:16:06 main:574] : INFO : Epoch 1876 | loss: 0.0311857 | val_loss: 0.0311834 | Time: 1735.34 ms [2022-04-02 19:16:08 main:574] : INFO : Epoch 1877 | loss: 0.0311849 | val_loss: 0.0311912 | Time: 1723.66 ms [2022-04-02 19:16:10 main:574] : INFO : Epoch 1878 | loss: 0.0311828 | val_loss: 0.0311852 | Time: 1727.18 ms [2022-04-02 19:16:11 main:574] : INFO : Epoch 1879 | loss: 0.0311871 | val_loss: 0.0311864 | Time: 1742.88 ms [2022-04-02 19:16:13 main:574] : INFO : Epoch 1880 | loss: 0.0311842 | val_loss: 0.0311881 | Time: 1752.59 ms [2022-04-02 19:16:15 main:574] : INFO : Epoch 1881 | loss: 0.0311822 | val_loss: 0.0311845 | Time: 1910.31 ms [2022-04-02 19:16:17 main:574] : INFO : Epoch 1882 | loss: 0.0311865 | val_loss: 0.0312042 | Time: 1732.48 ms [2022-04-02 19:16:19 main:574] : INFO : Epoch 1883 | loss: 0.0311997 | val_loss: 0.0312211 | Time: 1722.71 ms [2022-04-02 19:16:20 main:574] : INFO : Epoch 1884 | loss: 0.031191 | val_loss: 0.0311835 | Time: 1734.34 ms [2022-04-02 19:16:22 main:574] : INFO : Epoch 1885 | loss: 0.0311801 | val_loss: 0.0311897 | Time: 1763.17 ms [2022-04-02 19:16:24 main:574] : INFO : Epoch 1886 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 1713.35 ms [2022-04-02 19:16:26 main:574] : INFO : Epoch 1887 | loss: 0.031181 | val_loss: 0.0311861 | Time: 1721.02 ms [2022-04-02 19:16:27 main:574] : INFO : Epoch 1888 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 1701.26 ms [2022-04-02 19:16:29 main:574] : INFO : Epoch 1889 | loss: 0.0311827 | val_loss: 0.0311937 | Time: 1698.2 ms [2022-04-02 19:16:31 main:574] : INFO : Epoch 1890 | loss: 0.031181 | val_loss: 0.031188 | Time: 1884.58 ms [2022-04-02 19:16:33 main:574] : INFO : Epoch 1891 | loss: 0.0311819 | val_loss: 0.0311887 | Time: 1714.32 ms [2022-04-02 19:16:34 main:574] : INFO : Epoch 1892 | loss: 0.031185 | val_loss: 0.0311843 | Time: 1712.79 ms [2022-04-02 19:16:36 main:574] : INFO : Epoch 1893 | loss: 0.0311877 | val_loss: 0.0311879 | Time: 1726.45 ms [2022-04-02 19:16:38 main:574] : INFO : Epoch 1894 | loss: 0.0311893 | val_loss: 0.0311882 | Time: 1729.35 ms [2022-04-02 19:16:39 main:574] : INFO : Epoch 1895 | loss: 0.0311874 | val_loss: 0.0311848 | Time: 1717.94 ms [2022-04-02 19:16:41 main:574] : INFO : Epoch 1896 | loss: 0.0311883 | val_loss: 0.0311899 | Time: 1739.21 ms [2022-04-02 19:16:43 main:574] : INFO : Epoch 1897 | loss: 0.0311852 | val_loss: 0.0311831 | Time: 1751.32 ms [2022-04-02 19:16:45 main:574] : INFO : Epoch 1898 | loss: 0.0311856 | val_loss: 0.0311855 | Time: 1900.42 ms [2022-04-02 19:16:47 main:574] : INFO : Epoch 1899 | loss: 0.0311921 | val_loss: 0.0311855 | Time: 1746.29 ms [2022-04-02 19:16:48 main:574] : INFO : Epoch 1900 | loss: 0.0311897 | val_loss: 0.0311844 | Time: 1725.92 ms [2022-04-02 19:16:50 main:574] : INFO : Epoch 1901 | loss: 0.0311832 | val_loss: 0.0311943 | Time: 1733.64 ms [2022-04-02 19:16:52 main:574] : INFO : Epoch 1902 | loss: 0.0311904 | val_loss: 0.0311835 | Time: 1736.59 ms [2022-04-02 19:16:54 main:574] : INFO : Epoch 1903 | loss: 0.0311813 | val_loss: 0.0311823 | Time: 1713.53 ms [2022-04-02 19:16:55 main:574] : INFO : Epoch 1904 | loss: 0.0311812 | val_loss: 0.0311837 | Time: 1755.44 ms [2022-04-02 19:16:57 main:574] : INFO : Epoch 1905 | loss: 0.0311826 | val_loss: 0.031182 | Time: 1736.96 ms [2022-04-02 19:16:59 main:574] : INFO : Epoch 1906 | loss: 0.0311811 | val_loss: 0.0311853 | Time: 1868.74 ms [2022-04-02 19:17:01 main:574] : INFO : Epoch 1907 | loss: 0.0311857 | val_loss: 0.031187 | Time: 1734.04 ms [2022-04-02 19:17:02 main:574] : INFO : Epoch 1908 | loss: 0.0311814 | val_loss: 0.0311831 | Time: 1752.21 ms [2022-04-02 19:17:04 main:574] : INFO : Epoch 1909 | loss: 0.0311814 | val_loss: 0.0311882 | Time: 1723.56 ms [2022-04-02 19:17:06 main:574] : INFO : Epoch 1910 | loss: 0.0311827 | val_loss: 0.0311842 | Time: 1761.21 ms [2022-04-02 19:17:08 main:574] : INFO : Epoch 1911 | loss: 0.0311825 | val_loss: 0.0311839 | Time: 1733.96 ms [2022-04-02 19:17:09 main:574] : INFO : Epoch 1912 | loss: 0.0311801 | val_loss: 0.0311827 | Time: 1756.78 ms [2022-04-02 19:17:11 main:574] : INFO : Epoch 1913 | loss: 0.0311806 | val_loss: 0.0311854 | Time: 1740.51 ms [2022-04-02 19:17:13 main:574] : INFO : Epoch 1914 | loss: 0.0311814 | val_loss: 0.0311828 | Time: 1893 ms [2022-04-02 19:17:15 main:574] : INFO : Epoch 1915 | loss: 0.0311848 | val_loss: 0.0311862 | Time: 1716.47 ms [2022-04-02 19:17:17 main:574] : INFO : Epoch 1916 | loss: 0.031184 | val_loss: 0.0311968 | Time: 1731.22 ms [2022-04-02 19:17:18 main:574] : INFO : Epoch 1917 | loss: 0.0311808 | val_loss: 0.0311821 | Time: 1728.77 ms [2022-04-02 19:17:20 main:574] : INFO : Epoch 1918 | loss: 0.0311809 | val_loss: 0.0311963 | Time: 1722.84 ms [2022-04-02 19:17:22 main:574] : INFO : Epoch 1919 | loss: 0.0311879 | val_loss: 0.031184 | Time: 1794.38 ms [2022-04-02 19:17:24 main:574] : INFO : Epoch 1920 | loss: 0.031181 | val_loss: 0.0311862 | Time: 1730.86 ms [2022-04-02 19:17:25 main:574] : INFO : Epoch 1921 | loss: 0.0311806 | val_loss: 0.0311905 | Time: 1725.47 ms [2022-04-02 19:17:27 main:574] : INFO : Epoch 1922 | loss: 0.0311841 | val_loss: 0.0311865 | Time: 1901.25 ms [2022-04-02 19:17:29 main:574] : INFO : Epoch 1923 | loss: 0.0311814 | val_loss: 0.0311879 | Time: 1734.44 ms [2022-04-02 19:17:31 main:574] : INFO : Epoch 1924 | loss: 0.0311797 | val_loss: 0.0311833 | Time: 1718.07 ms [2022-04-02 19:17:32 main:574] : INFO : Epoch 1925 | loss: 0.031178 | val_loss: 0.0311829 | Time: 1728.27 ms [2022-04-02 19:17:34 main:574] : INFO : Epoch 1926 | loss: 0.0311764 | val_loss: 0.0311839 | Time: 1731.86 ms [2022-04-02 19:17:36 main:574] : INFO : Epoch 1927 | loss: 0.0311772 | val_loss: 0.0311846 | Time: 1713.15 ms [2022-04-02 19:17:38 main:574] : INFO : Epoch 1928 | loss: 0.0311797 | val_loss: 0.0311948 | Time: 1738.02 ms [2022-04-02 19:17:39 main:574] : INFO : Epoch 1929 | loss: 0.0311816 | val_loss: 0.031201 | Time: 1712.05 ms [2022-04-02 19:17:41 main:574] : INFO : Epoch 1930 | loss: 0.0311779 | val_loss: 0.0311886 | Time: 1730.19 ms [2022-04-02 19:17:43 main:574] : INFO : Epoch 1931 | loss: 0.0311767 | val_loss: 0.0311911 | Time: 1897.91 ms [2022-04-02 19:17:45 main:574] : INFO : Epoch 1932 | loss: 0.0311842 | val_loss: 0.0311822 | Time: 1728 ms [2022-04-02 19:17:46 main:574] : INFO : Epoch 1933 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 1725.01 ms [2022-04-02 19:17:48 main:574] : INFO : Epoch 1934 | loss: 0.0311821 | val_loss: 0.0311855 | Time: 1718.82 ms [2022-04-02 19:17:50 main:574] : INFO : Epoch 1935 | loss: 0.0311865 | val_loss: 0.0311841 | Time: 1726.15 ms [2022-04-02 19:17:52 main:574] : INFO : Epoch 1936 | loss: 0.0311878 | val_loss: 0.0311958 | Time: 1734.93 ms [2022-04-02 19:17:53 main:574] : INFO : Epoch 1937 | loss: 0.0311908 | val_loss: 0.0311858 | Time: 1767.34 ms [2022-04-02 19:17:55 main:574] : INFO : Epoch 1938 | loss: 0.0311884 | val_loss: 0.0311813 | Time: 1738.31 ms [2022-04-02 19:17:57 main:574] : INFO : Epoch 1939 | loss: 0.031182 | val_loss: 0.0311838 | Time: 1922.68 ms [2022-04-02 19:17:59 main:574] : INFO : Epoch 1940 | loss: 0.031184 | val_loss: 0.0311868 | Time: 1739.97 ms [2022-04-02 19:18:00 main:574] : INFO : Epoch 1941 | loss: 0.0311838 | val_loss: 0.0311943 | Time: 1735.4 ms [2022-04-02 19:18:02 main:574] : INFO : Epoch 1942 | loss: 0.0311829 | val_loss: 0.0311821 | Time: 1743.21 ms [2022-04-02 19:18:04 main:574] : INFO : Epoch 1943 | loss: 0.0311832 | val_loss: 0.0311848 | Time: 1710.91 ms [2022-04-02 19:18:06 main:574] : INFO : Epoch 1944 | loss: 0.0311839 | val_loss: 0.0311882 | Time: 1725.36 ms [2022-04-02 19:18:07 main:574] : INFO : Epoch 1945 | loss: 0.0311827 | val_loss: 0.0311932 | Time: 1735.03 ms [2022-04-02 19:18:09 main:574] : INFO : Epoch 1946 | loss: 0.0311841 | val_loss: 0.0311859 | Time: 1717.73 ms [2022-04-02 19:18:11 main:574] : INFO : Epoch 1947 | loss: 0.0311803 | val_loss: 0.0311824 | Time: 1945.64 ms [2022-04-02 19:18:13 main:574] : INFO : Epoch 1948 | loss: 0.0311813 | val_loss: 0.0311835 | Time: 1739.45 ms [2022-04-02 19:18:15 main:574] : INFO : Epoch 1949 | loss: 0.0311835 | val_loss: 0.0311875 | Time: 1732.86 ms [2022-04-02 19:18:16 main:574] : INFO : Epoch 1950 | loss: 0.0311807 | val_loss: 0.031187 | Time: 1719.12 ms [2022-04-02 19:18:18 main:574] : INFO : Epoch 1951 | loss: 0.0311807 | val_loss: 0.0311875 | Time: 1739.39 ms [2022-04-02 19:18:20 main:574] : INFO : Epoch 1952 | loss: 0.0311814 | val_loss: 0.0311893 | Time: 1726.22 ms [2022-04-02 19:18:22 main:574] : INFO : Epoch 1953 | loss: 0.0311791 | val_loss: 0.031197 | Time: 1733.61 ms [2022-04-02 19:18:23 main:574] : INFO : Epoch 1954 | loss: 0.0311803 | val_loss: 0.0311863 | Time: 1736.49 ms [2022-04-02 19:18:25 main:574] : INFO : Epoch 1955 | loss: 0.0311845 | val_loss: 0.0311831 | Time: 1897.09 ms [2022-04-02 19:18:27 main:574] : INFO : Epoch 1956 | loss: 0.0311851 | val_loss: 0.0311863 | Time: 1726.95 ms [2022-04-02 19:18:29 main:574] : INFO : Epoch 1957 | loss: 0.0311833 | val_loss: 0.0311853 | Time: 1730.53 ms [2022-04-02 19:18:31 main:574] : INFO : Epoch 1958 | loss: 0.0311855 | val_loss: 0.0311897 | Time: 1717.03 ms [2022-04-02 19:18:32 main:574] : INFO : Epoch 1959 | loss: 0.0311848 | val_loss: 0.0311866 | Time: 1727.46 ms [2022-04-02 19:18:34 main:574] : INFO : Epoch 1960 | loss: 0.0311806 | val_loss: 0.0311821 | Time: 1711.83 ms [2022-04-02 19:18:36 main:574] : INFO : Epoch 1961 | loss: 0.0311809 | val_loss: 0.0311839 | Time: 1719.52 ms [2022-04-02 19:18:37 main:574] : INFO : Epoch 1962 | loss: 0.03118 | val_loss: 0.0311806 | Time: 1726.51 ms [2022-04-02 19:18:39 main:574] : INFO : Epoch 1963 | loss: 0.0311791 | val_loss: 0.0311774 | Time: 1706.34 ms [2022-04-02 19:18:41 main:574] : INFO : Epoch 1964 | loss: 0.0311761 | val_loss: 0.0311823 | Time: 1879.36 ms [2022-04-02 19:18:43 main:574] : INFO : Epoch 1965 | loss: 0.0311754 | val_loss: 0.0311748 | Time: 1725.76 ms [2022-04-02 19:18:44 main:574] : INFO : Epoch 1966 | loss: 0.0311715 | val_loss: 0.031176 | Time: 1724.23 ms [2022-04-02 19:18:46 main:574] : INFO : Epoch 1967 | loss: 0.0311728 | val_loss: 0.0311806 | Time: 1716.6 ms [2022-04-02 19:18:48 main:574] : INFO : Epoch 1968 | loss: 0.031172 | val_loss: 0.031182 | Time: 1716.72 ms [2022-04-02 19:18:50 main:574] : INFO : Epoch 1969 | loss: 0.0311713 | val_loss: 0.031177 | Time: 1710.79 ms [2022-04-02 19:18:51 main:574] : INFO : Epoch 1970 | loss: 0.0311716 | val_loss: 0.0311729 | Time: 1723.21 ms [2022-04-02 19:18:53 main:574] : INFO : Epoch 1971 | loss: 0.0311682 | val_loss: 0.0311704 | Time: 1726.78 ms [2022-04-02 19:18:55 main:574] : INFO : Epoch 1972 | loss: 0.0311675 | val_loss: 0.0311713 | Time: 1886.57 ms [2022-04-02 19:18:57 main:574] : INFO : Epoch 1973 | loss: 0.031168 | val_loss: 0.0311693 | Time: 1717.87 ms [2022-04-02 19:18:58 main:574] : INFO : Epoch 1974 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 1710.47 ms [2022-04-02 19:19:00 main:574] : INFO : Epoch 1975 | loss: 0.0311762 | val_loss: 0.0311756 | Time: 1742.41 ms [2022-04-02 19:19:02 main:574] : INFO : Epoch 1976 | loss: 0.0311719 | val_loss: 0.0311703 | Time: 1707.64 ms [2022-04-02 19:19:04 main:574] : INFO : Epoch 1977 | loss: 0.0311698 | val_loss: 0.0311768 | Time: 1721.07 ms [2022-04-02 19:19:05 main:574] : INFO : Epoch 1978 | loss: 0.0311734 | val_loss: 0.0311737 | Time: 1696.89 ms [2022-04-02 19:19:07 main:574] : INFO : Epoch 1979 | loss: 0.0311744 | val_loss: 0.0311752 | Time: 1713.37 ms [2022-04-02 19:19:09 main:574] : INFO : Epoch 1980 | loss: 0.0311719 | val_loss: 0.0311736 | Time: 1897.47 ms [2022-04-02 19:19:11 main:574] : INFO : Epoch 1981 | loss: 0.0311681 | val_loss: 0.0311983 | Time: 1740.02 ms [2022-04-02 19:19:12 main:574] : INFO : Epoch 1982 | loss: 0.0311732 | val_loss: 0.0311736 | Time: 1737.23 ms [2022-04-02 19:19:14 main:574] : INFO : Epoch 1983 | loss: 0.0311675 | val_loss: 0.0311702 | Time: 1743.33 ms [2022-04-02 19:19:16 main:574] : INFO : Epoch 1984 | loss: 0.0311689 | val_loss: 0.0311751 | Time: 1724.72 ms [2022-04-02 19:19:18 main:574] : INFO : Epoch 1985 | loss: 0.0311684 | val_loss: 0.0311675 | Time: 1747.56 ms [2022-04-02 19:19:19 main:574] : INFO : Epoch 1986 | loss: 0.0311673 | val_loss: 0.0311736 | Time: 1727.28 ms [2022-04-02 19:19:21 main:574] : INFO : Epoch 1987 | loss: 0.0311676 | val_loss: 0.0311756 | Time: 1734.3 ms [2022-04-02 19:19:23 main:574] : INFO : Epoch 1988 | loss: 0.031171 | val_loss: 0.0311774 | Time: 1733.02 ms [2022-04-02 19:19:25 main:574] : INFO : Epoch 1989 | loss: 0.0311694 | val_loss: 0.0311671 | Time: 1918.15 ms [2022-04-02 19:19:27 main:574] : INFO : Epoch 1990 | loss: 0.0311646 | val_loss: 0.0311697 | Time: 1727.46 ms [2022-04-02 19:19:28 main:574] : INFO : Epoch 1991 | loss: 0.0311674 | val_loss: 0.0311745 | Time: 1723.41 ms [2022-04-02 19:19:30 main:574] : INFO : Epoch 1992 | loss: 0.0311669 | val_loss: 0.0311675 | Time: 1718.48 ms [2022-04-02 19:19:32 main:574] : INFO : Epoch 1993 | loss: 0.0311642 | val_loss: 0.031167 | Time: 1765.98 ms [2022-04-02 19:19:33 main:574] : INFO : Epoch 1994 | loss: 0.0311694 | val_loss: 0.0311714 | Time: 1762.1 ms [2022-04-02 19:19:35 main:574] : INFO : Epoch 1995 | loss: 0.0311667 | val_loss: 0.0311696 | Time: 1755.03 ms [2022-04-02 19:19:37 main:574] : INFO : Epoch 1996 | loss: 0.0311638 | val_loss: 0.031172 | Time: 1753.72 ms [2022-04-02 19:19:39 main:574] : INFO : Epoch 1997 | loss: 0.031165 | val_loss: 0.0311713 | Time: 1906.7 ms [2022-04-02 19:19:41 main:574] : INFO : Epoch 1998 | loss: 0.0311625 | val_loss: 0.0311676 | Time: 1726.15 ms [2022-04-02 19:19:42 main:574] : INFO : Epoch 1999 | loss: 0.031164 | val_loss: 0.0311649 | Time: 1740.73 ms [2022-04-02 19:19:44 main:574] : INFO : Epoch 2000 | loss: 0.0311624 | val_loss: 0.0311655 | Time: 1753 ms [2022-04-02 19:19:46 main:574] : INFO : Epoch 2001 | loss: 0.031163 | val_loss: 0.031168 | Time: 1743.07 ms [2022-04-02 19:19:48 main:574] : INFO : Epoch 2002 | loss: 0.0311637 | val_loss: 0.0311695 | Time: 1748.04 ms [2022-04-02 19:19:49 main:574] : INFO : Epoch 2003 | loss: 0.0311646 | val_loss: 0.0311684 | Time: 1728.7 ms [2022-04-02 19:19:51 main:574] : INFO : Epoch 2004 | loss: 0.031165 | val_loss: 0.0311674 | Time: 1746.04 ms [2022-04-02 19:19:53 main:574] : INFO : Epoch 2005 | loss: 0.0311626 | val_loss: 0.0311689 | Time: 1887.87 ms [2022-04-02 19:19:55 main:574] : INFO : Epoch 2006 | loss: 0.031165 | val_loss: 0.0311684 | Time: 1734.81 ms [2022-04-02 19:19:57 main:574] : INFO : Epoch 2007 | loss: 0.0311644 | val_loss: 0.0311724 | Time: 1749.14 ms [2022-04-02 19:19:58 main:574] : INFO : Epoch 2008 | loss: 0.0311647 | val_loss: 0.0311684 | Time: 1729.77 ms [2022-04-02 19:20:00 main:574] : INFO : Epoch 2009 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 1740.69 ms [2022-04-02 19:20:02 main:574] : INFO : Epoch 2010 | loss: 0.0311643 | val_loss: 0.0311673 | Time: 1720.99 ms [2022-04-02 19:20:03 main:574] : INFO : Epoch 2011 | loss: 0.0311613 | val_loss: 0.031166 | Time: 1706.81 ms [2022-04-02 19:20:05 main:574] : INFO : Epoch 2012 | loss: 0.0311612 | val_loss: 0.031166 | Time: 1747.43 ms [2022-04-02 19:20:07 main:574] : INFO : Epoch 2013 | loss: 0.0311624 | val_loss: 0.0311728 | Time: 1904.56 ms [2022-04-02 19:20:09 main:574] : INFO : Epoch 2014 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 1727.02 ms [2022-04-02 19:20:11 main:574] : INFO : Epoch 2015 | loss: 0.0311709 | val_loss: 0.0311716 | Time: 1747.33 ms [2022-04-02 19:20:12 main:574] : INFO : Epoch 2016 | loss: 0.0311675 | val_loss: 0.0311652 | Time: 1747.02 ms [2022-04-02 19:20:14 main:574] : INFO : Epoch 2017 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 1727.31 ms [2022-04-02 19:20:16 main:574] : INFO : Epoch 2018 | loss: 0.0311646 | val_loss: 0.0311668 | Time: 1737.63 ms [2022-04-02 19:20:18 main:574] : INFO : Epoch 2019 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 1747.74 ms [2022-04-02 19:20:19 main:574] : INFO : Epoch 2020 | loss: 0.0311608 | val_loss: 0.0311674 | Time: 1730.7 ms [2022-04-02 19:20:21 main:574] : INFO : Epoch 2021 | loss: 0.0311614 | val_loss: 0.031176 | Time: 1881.79 ms [2022-04-02 19:20:23 main:574] : INFO : Epoch 2022 | loss: 0.031164 | val_loss: 0.0311655 | Time: 1724.83 ms [2022-04-02 19:20:25 main:574] : INFO : Epoch 2023 | loss: 0.0311602 | val_loss: 0.0311666 | Time: 1730.14 ms [2022-04-02 19:20:26 main:574] : INFO : Epoch 2024 | loss: 0.0311602 | val_loss: 0.0311677 | Time: 1728.27 ms [2022-04-02 19:20:28 main:574] : INFO : Epoch 2025 | loss: 0.0311652 | val_loss: 0.0311936 | Time: 1725.45 ms [2022-04-02 19:20:30 main:574] : INFO : Epoch 2026 | loss: 0.0311669 | val_loss: 0.0311708 | Time: 1742.94 ms [2022-04-02 19:20:32 main:574] : INFO : Epoch 2027 | loss: 0.0311635 | val_loss: 0.0311677 | Time: 1727.84 ms [2022-04-02 19:20:33 main:574] : INFO : Epoch 2028 | loss: 0.0311594 | val_loss: 0.031167 | Time: 1731.2 ms [2022-04-02 19:20:35 main:574] : INFO : Epoch 2029 | loss: 0.0311622 | val_loss: 0.0311697 | Time: 1726.04 ms [2022-04-02 19:20:37 main:574] : INFO : Epoch 2030 | loss: 0.0311627 | val_loss: 0.0311664 | Time: 1872.72 ms [2022-04-02 19:20:39 main:574] : INFO : Epoch 2031 | loss: 0.0311608 | val_loss: 0.0311698 | Time: 1723.61 ms [2022-04-02 19:20:40 main:574] : INFO : Epoch 2032 | loss: 0.0311627 | val_loss: 0.0311696 | Time: 1744.62 ms [2022-04-02 19:20:42 main:574] : INFO : Epoch 2033 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 1743.11 ms [2022-04-02 19:20:44 main:574] : INFO : Epoch 2034 | loss: 0.0311601 | val_loss: 0.0311677 | Time: 1748.61 ms [2022-04-02 19:20:46 main:574] : INFO : Epoch 2035 | loss: 0.0311671 | val_loss: 0.0311778 | Time: 1787.8 ms [2022-04-02 19:20:48 main:574] : INFO : Epoch 2036 | loss: 0.0311718 | val_loss: 0.0311686 | Time: 1803.92 ms [2022-04-02 19:20:49 main:574] : INFO : Epoch 2037 | loss: 0.0311632 | val_loss: 0.031167 | Time: 1812.53 ms [2022-04-02 19:20:51 main:574] : INFO : Epoch 2038 | loss: 0.0311634 | val_loss: 0.03117 | Time: 1943.6 ms [2022-04-02 19:20:53 main:574] : INFO : Epoch 2039 | loss: 0.0311724 | val_loss: 0.0311692 | Time: 1733.03 ms [2022-04-02 19:20:55 main:574] : INFO : Epoch 2040 | loss: 0.0311745 | val_loss: 0.0311746 | Time: 1720.84 ms [2022-04-02 19:20:57 main:574] : INFO : Epoch 2041 | loss: 0.0311798 | val_loss: 0.0311778 | Time: 1747.26 ms [2022-04-02 19:20:58 main:574] : INFO : Epoch 2042 | loss: 0.0311748 | val_loss: 0.0311705 | Time: 1726.42 ms [2022-04-02 19:21:00 main:574] : INFO : Epoch 2043 | loss: 0.0311674 | val_loss: 0.0311672 | Time: 1741.79 ms [2022-04-02 19:21:02 main:574] : INFO : Epoch 2044 | loss: 0.0311652 | val_loss: 0.0311694 | Time: 1735.57 ms [2022-04-02 19:21:03 main:574] : INFO : Epoch 2045 | loss: 0.0311646 | val_loss: 0.0311678 | Time: 1742.41 ms [2022-04-02 19:21:05 main:574] : INFO : Epoch 2046 | loss: 0.0311633 | val_loss: 0.0311694 | Time: 1918.08 ms [2022-04-02 19:21:07 main:574] : INFO : Epoch 2047 | loss: 0.0311629 | val_loss: 0.0311687 | Time: 1737.26 ms [2022-04-02 19:21:09 main:574] : INFO : Epoch 2048 | loss: 0.0311631 | val_loss: 0.031174 | Time: 1707.8 ms [2022-04-02 19:21:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031174 [2022-04-02 19:21:09 main:603] : INFO : Saving end state to config to file [2022-04-02 19:21:09 main:608] : INFO : Success, exiting.. 19:21:09 (17372): 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)