Task 9195282
| Name | ParityModified-1636228491-28531-2-0_0 |
| Workunit | 6631218 |
| Created | 26 Nov 2021, 7:34:18 UTC |
| Sent | 2 Dec 2021, 6:54:10 UTC |
| Report deadline | 10 Dec 2021, 6:54:10 UTC |
| Received | 2 Dec 2021, 7:57:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16860 |
| Run time | 1 hours 2 min 14 sec |
| CPU time | 1 hours 1 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311983 | val_loss: 0.031206 | Time: 1771.38 ms
[2021-12-02 07:41:54 main:581] : INFO : Epoch 1539 | loss: 0.0311991 | val_loss: 0.0312052 | Time: 1787.45 ms
[2021-12-02 07:41:56 main:581] : INFO : Epoch 1540 | loss: 0.0311962 | val_loss: 0.0312007 | Time: 1816.29 ms
[2021-12-02 07:41:58 main:581] : INFO : Epoch 1541 | loss: 0.031196 | val_loss: 0.0312002 | Time: 1832.6 ms
[2021-12-02 07:42:00 main:581] : INFO : Epoch 1542 | loss: 0.0311978 | val_loss: 0.031201 | Time: 1842.66 ms
[2021-12-02 07:42:02 main:581] : INFO : Epoch 1543 | loss: 0.0311959 | val_loss: 0.0312018 | Time: 1866.42 ms
[2021-12-02 07:42:03 main:581] : INFO : Epoch 1544 | loss: 0.0311956 | val_loss: 0.0312018 | Time: 1810.11 ms
[2021-12-02 07:42:05 main:581] : INFO : Epoch 1545 | loss: 0.0311969 | val_loss: 0.0311997 | Time: 1805.84 ms
[2021-12-02 07:42:07 main:581] : INFO : Epoch 1546 | loss: 0.0311956 | val_loss: 0.031203 | Time: 1775.47 ms
[2021-12-02 07:42:09 main:581] : INFO : Epoch 1547 | loss: 0.0311957 | val_loss: 0.0312018 | Time: 1767.93 ms
[2021-12-02 07:42:11 main:581] : INFO : Epoch 1548 | loss: 0.0311949 | val_loss: 0.0312004 | Time: 1825.05 ms
[2021-12-02 07:42:12 main:581] : INFO : Epoch 1549 | loss: 0.031196 | val_loss: 0.0312027 | Time: 1770.81 ms
[2021-12-02 07:42:14 main:581] : INFO : Epoch 1550 | loss: 0.0311957 | val_loss: 0.0312011 | Time: 1779.52 ms
[2021-12-02 07:42:16 main:581] : INFO : Epoch 1551 | loss: 0.0311968 | val_loss: 0.0312062 | Time: 1784.21 ms
[2021-12-02 07:42:18 main:581] : INFO : Epoch 1552 | loss: 0.0311964 | val_loss: 0.0312019 | Time: 1819.48 ms
[2021-12-02 07:42:20 main:581] : INFO : Epoch 1553 | loss: 0.0311949 | val_loss: 0.0312016 | Time: 1851.89 ms
[2021-12-02 07:42:21 main:581] : INFO : Epoch 1554 | loss: 0.0311959 | val_loss: 0.0312031 | Time: 1805.79 ms
[2021-12-02 07:42:23 main:581] : INFO : Epoch 1555 | loss: 0.0311966 | val_loss: 0.0312049 | Time: 1805.98 ms
[2021-12-02 07:42:25 main:581] : INFO : Epoch 1556 | loss: 0.0311964 | val_loss: 0.0312068 | Time: 1804.46 ms
[2021-12-02 07:42:27 main:581] : INFO : Epoch 1557 | loss: 0.0311959 | val_loss: 0.0312036 | Time: 1802.44 ms
[2021-12-02 07:42:29 main:581] : INFO : Epoch 1558 | loss: 0.0311965 | val_loss: 0.0312023 | Time: 1811.13 ms
[2021-12-02 07:42:30 main:581] : INFO : Epoch 1559 | loss: 0.0311946 | val_loss: 0.0312017 | Time: 1881.38 ms
[2021-12-02 07:42:32 main:581] : INFO : Epoch 1560 | loss: 0.031194 | val_loss: 0.0312011 | Time: 1850.42 ms
[2021-12-02 07:42:34 main:581] : INFO : Epoch 1561 | loss: 0.0311939 | val_loss: 0.0312024 | Time: 1800.96 ms
[2021-12-02 07:42:36 main:581] : INFO : Epoch 1562 | loss: 0.0311945 | val_loss: 0.0312016 | Time: 1831.58 ms
[2021-12-02 07:42:38 main:581] : INFO : Epoch 1563 | loss: 0.0311926 | val_loss: 0.0311999 | Time: 1778.33 ms
[2021-12-02 07:42:40 main:581] : INFO : Epoch 1564 | loss: 0.0311949 | val_loss: 0.0312035 | Time: 1803.61 ms
[2021-12-02 07:42:41 main:581] : INFO : Epoch 1565 | loss: 0.0311946 | val_loss: 0.0312039 | Time: 1792.55 ms
[2021-12-02 07:42:43 main:581] : INFO : Epoch 1566 | loss: 0.0311932 | val_loss: 0.0312005 | Time: 1781 ms
[2021-12-02 07:42:45 main:581] : INFO : Epoch 1567 | loss: 0.0311926 | val_loss: 0.0312009 | Time: 1788.64 ms
[2021-12-02 07:42:47 main:581] : INFO : Epoch 1568 | loss: 0.0311928 | val_loss: 0.0312016 | Time: 1809.97 ms
[2021-12-02 07:42:49 main:581] : INFO : Epoch 1569 | loss: 0.0311933 | val_loss: 0.0312005 | Time: 1804.89 ms
[2021-12-02 07:42:50 main:581] : INFO : Epoch 1570 | loss: 0.0311933 | val_loss: 0.0312014 | Time: 1900.56 ms
[2021-12-02 07:42:52 main:581] : INFO : Epoch 1571 | loss: 0.0311952 | val_loss: 0.0311998 | Time: 1785.81 ms
[2021-12-02 07:42:54 main:581] : INFO : Epoch 1572 | loss: 0.0311925 | val_loss: 0.0312026 | Time: 1807.75 ms
[2021-12-02 07:42:56 main:581] : INFO : Epoch 1573 | loss: 0.0311936 | val_loss: 0.0312042 | Time: 1770.83 ms
[2021-12-02 07:42:58 main:581] : INFO : Epoch 1574 | loss: 0.0311934 | val_loss: 0.0312027 | Time: 1764.99 ms
[2021-12-02 07:42:59 main:581] : INFO : Epoch 1575 | loss: 0.0311923 | val_loss: 0.0312027 | Time: 1827.29 ms
[2021-12-02 07:43:01 main:581] : INFO : Epoch 1576 | loss: 0.031194 | val_loss: 0.0312047 | Time: 1838.96 ms
[2021-12-02 07:43:03 main:581] : INFO : Epoch 1577 | loss: 0.0311945 | val_loss: 0.0312038 | Time: 1904.1 ms
[2021-12-02 07:43:05 main:581] : INFO : Epoch 1578 | loss: 0.0311915 | val_loss: 0.0312008 | Time: 1809.95 ms
[2021-12-02 07:43:07 main:581] : INFO : Epoch 1579 | loss: 0.0311916 | val_loss: 0.0312054 | Time: 1826.58 ms
[2021-12-02 07:43:09 main:581] : INFO : Epoch 1580 | loss: 0.0311922 | val_loss: 0.0312017 | Time: 1814.73 ms
[2021-12-02 07:43:10 main:581] : INFO : Epoch 1581 | loss: 0.0311919 | val_loss: 0.0312019 | Time: 1864.52 ms
[2021-12-02 07:43:12 main:581] : INFO : Epoch 1582 | loss: 0.0311917 | val_loss: 0.0312016 | Time: 1815.97 ms
[2021-12-02 07:43:14 main:581] : INFO : Epoch 1583 | loss: 0.031192 | val_loss: 0.0312011 | Time: 1766.23 ms
[2021-12-02 07:43:16 main:581] : INFO : Epoch 1584 | loss: 0.0311916 | val_loss: 0.0312005 | Time: 1835.2 ms
[2021-12-02 07:43:18 main:581] : INFO : Epoch 1585 | loss: 0.0311902 | val_loss: 0.0312 | Time: 1834.25 ms
[2021-12-02 07:43:20 main:581] : INFO : Epoch 1586 | loss: 0.031192 | val_loss: 0.031205 | Time: 1839.38 ms
[2021-12-02 07:43:21 main:581] : INFO : Epoch 1587 | loss: 0.0311916 | val_loss: 0.0311983 | Time: 1824.84 ms
[2021-12-02 07:43:23 main:581] : INFO : Epoch 1588 | loss: 0.0311911 | val_loss: 0.0312027 | Time: 1865.48 ms
[2021-12-02 07:43:25 main:581] : INFO : Epoch 1589 | loss: 0.0311944 | val_loss: 0.0312035 | Time: 1893.12 ms
[2021-12-02 07:43:27 main:581] : INFO : Epoch 1590 | loss: 0.031195 | val_loss: 0.0312032 | Time: 1826.5 ms
[2021-12-02 07:43:29 main:581] : INFO : Epoch 1591 | loss: 0.0311999 | val_loss: 0.0312058 | Time: 1885.12 ms
[2021-12-02 07:43:31 main:581] : INFO : Epoch 1592 | loss: 0.0312003 | val_loss: 0.0312047 | Time: 1795.66 ms
[2021-12-02 07:43:32 main:581] : INFO : Epoch 1593 | loss: 0.0311997 | val_loss: 0.0312042 | Time: 1819.67 ms
[2021-12-02 07:43:34 main:581] : INFO : Epoch 1594 | loss: 0.0311993 | val_loss: 0.0312026 | Time: 1799.01 ms
[2021-12-02 07:43:36 main:581] : INFO : Epoch 1595 | loss: 0.0311996 | val_loss: 0.031204 | Time: 1808.26 ms
[2021-12-02 07:43:38 main:581] : INFO : Epoch 1596 | loss: 0.0311979 | val_loss: 0.0312028 | Time: 1773.81 ms
[2021-12-02 07:43:40 main:581] : INFO : Epoch 1597 | loss: 0.0311979 | val_loss: 0.0312021 | Time: 1810.27 ms
[2021-12-02 07:43:41 main:581] : INFO : Epoch 1598 | loss: 0.0311976 | val_loss: 0.0312016 | Time: 1801.23 ms
[2021-12-02 07:43:43 main:581] : INFO : Epoch 1599 | loss: 0.0311955 | val_loss: 0.0312004 | Time: 1796.3 ms
[2021-12-02 07:43:45 main:581] : INFO : Epoch 1600 | loss: 0.031198 | val_loss: 0.0312086 | Time: 1803.68 ms
[2021-12-02 07:43:47 main:581] : INFO : Epoch 1601 | loss: 0.0311978 | val_loss: 0.0312012 | Time: 1768.41 ms
[2021-12-02 07:43:49 main:581] : INFO : Epoch 1602 | loss: 0.0311954 | val_loss: 0.0312019 | Time: 1800.85 ms
[2021-12-02 07:43:50 main:581] : INFO : Epoch 1603 | loss: 0.0311943 | val_loss: 0.031202 | Time: 1858.66 ms
[2021-12-02 07:43:52 main:581] : INFO : Epoch 1604 | loss: 0.0311961 | val_loss: 0.0312025 | Time: 1851.75 ms
[2021-12-02 07:43:54 main:581] : INFO : Epoch 1605 | loss: 0.0311955 | val_loss: 0.0312021 | Time: 1788.68 ms
[2021-12-02 07:43:56 main:581] : INFO : Epoch 1606 | loss: 0.0311943 | val_loss: 0.0312017 | Time: 1785.1 ms
[2021-12-02 07:43:58 main:581] : INFO : Epoch 1607 | loss: 0.0311959 | val_loss: 0.031202 | Time: 1820.52 ms
[2021-12-02 07:44:00 main:581] : INFO : Epoch 1608 | loss: 0.0311949 | val_loss: 0.0312039 | Time: 1819.11 ms
[2021-12-02 07:44:01 main:581] : INFO : Epoch 1609 | loss: 0.0311951 | val_loss: 0.0312024 | Time: 1784.38 ms
[2021-12-02 07:44:03 main:581] : INFO : Epoch 1610 | loss: 0.0311947 | val_loss: 0.0312033 | Time: 1809.26 ms
[2021-12-02 07:44:05 main:581] : INFO : Epoch 1611 | loss: 0.0311956 | val_loss: 0.0312062 | Time: 1807.61 ms
[2021-12-02 07:44:07 main:581] : INFO : Epoch 1612 | loss: 0.031195 | val_loss: 0.0312014 | Time: 1784.04 ms
[2021-12-02 07:44:09 main:581] : INFO : Epoch 1613 | loss: 0.0311934 | val_loss: 0.0312017 | Time: 1796.6 ms
[2021-12-02 07:44:10 main:581] : INFO : Epoch 1614 | loss: 0.0311942 | val_loss: 0.0312026 | Time: 1830.18 ms
[2021-12-02 07:44:12 main:581] : INFO : Epoch 1615 | loss: 0.0311937 | val_loss: 0.0312024 | Time: 1820.24 ms
[2021-12-02 07:44:14 main:581] : INFO : Epoch 1616 | loss: 0.0311947 | val_loss: 0.0312048 | Time: 1789.32 ms
[2021-12-02 07:44:16 main:581] : INFO : Epoch 1617 | loss: 0.0311946 | val_loss: 0.0312028 | Time: 1804.17 ms
[2021-12-02 07:44:18 main:581] : INFO : Epoch 1618 | loss: 0.0311929 | val_loss: 0.0312042 | Time: 1793.49 ms
[2021-12-02 07:44:19 main:581] : INFO : Epoch 1619 | loss: 0.0311936 | val_loss: 0.0312034 | Time: 1843.61 ms
[2021-12-02 07:44:21 main:581] : INFO : Epoch 1620 | loss: 0.0311936 | val_loss: 0.0312027 | Time: 1779.96 ms
[2021-12-02 07:44:23 main:581] : INFO : Epoch 1621 | loss: 0.0311942 | val_loss: 0.0312017 | Time: 1781.54 ms
[2021-12-02 07:44:25 main:581] : INFO : Epoch 1622 | loss: 0.0311935 | val_loss: 0.0312033 | Time: 1803.79 ms
[2021-12-02 07:44:27 main:581] : INFO : Epoch 1623 | loss: 0.0311944 | val_loss: 0.031201 | Time: 1789.75 ms
[2021-12-02 07:44:28 main:581] : INFO : Epoch 1624 | loss: 0.0311927 | val_loss: 0.0312028 | Time: 1835.32 ms
[2021-12-02 07:44:30 main:581] : INFO : Epoch 1625 | loss: 0.0311936 | val_loss: 0.0312028 | Time: 1826.1 ms
[2021-12-02 07:44:32 main:581] : INFO : Epoch 1626 | loss: 0.0311932 | val_loss: 0.0312006 | Time: 1778.18 ms
[2021-12-02 07:44:34 main:581] : INFO : Epoch 1627 | loss: 0.0311951 | val_loss: 0.0312048 | Time: 1780.83 ms
[2021-12-02 07:44:36 main:581] : INFO : Epoch 1628 | loss: 0.0311971 | val_loss: 0.031203 | Time: 1825.27 ms
[2021-12-02 07:44:37 main:581] : INFO : Epoch 1629 | loss: 0.0311941 | val_loss: 0.031203 | Time: 1847.09 ms
[2021-12-02 07:44:39 main:581] : INFO : Epoch 1630 | loss: 0.0311952 | val_loss: 0.0312029 | Time: 1846.04 ms
[2021-12-02 07:44:41 main:581] : INFO : Epoch 1631 | loss: 0.0311938 | val_loss: 0.0312039 | Time: 1833.86 ms
[2021-12-02 07:44:43 main:581] : INFO : Epoch 1632 | loss: 0.0311922 | val_loss: 0.0312029 | Time: 1878.9 ms
[2021-12-02 07:44:45 main:581] : INFO : Epoch 1633 | loss: 0.0311922 | val_loss: 0.0312024 | Time: 1858.38 ms
[2021-12-02 07:44:47 main:581] : INFO : Epoch 1634 | loss: 0.0311924 | val_loss: 0.0312019 | Time: 1842.46 ms
[2021-12-02 07:44:49 main:581] : INFO : Epoch 1635 | loss: 0.0311922 | val_loss: 0.031212 | Time: 1797.87 ms
[2021-12-02 07:44:50 main:581] : INFO : Epoch 1636 | loss: 0.0311963 | val_loss: 0.031205 | Time: 1785.78 ms
[2021-12-02 07:44:52 main:581] : INFO : Epoch 1637 | loss: 0.0311928 | val_loss: 0.0312017 | Time: 1933.93 ms
[2021-12-02 07:44:54 main:581] : INFO : Epoch 1638 | loss: 0.0311923 | val_loss: 0.0312064 | Time: 1840.93 ms
[2021-12-02 07:44:56 main:581] : INFO : Epoch 1639 | loss: 0.0311928 | val_loss: 0.0312052 | Time: 1814.92 ms
[2021-12-02 07:44:58 main:581] : INFO : Epoch 1640 | loss: 0.0311928 | val_loss: 0.0312041 | Time: 1783.95 ms
[2021-12-02 07:44:59 main:581] : INFO : Epoch 1641 | loss: 0.0311927 | val_loss: 0.0312043 | Time: 1826.35 ms
[2021-12-02 07:45:01 main:581] : INFO : Epoch 1642 | loss: 0.0311944 | val_loss: 0.031203 | Time: 1825.6 ms
[2021-12-02 07:45:03 main:581] : INFO : Epoch 1643 | loss: 0.0311919 | val_loss: 0.0312045 | Time: 1798.71 ms
[2021-12-02 07:45:05 main:581] : INFO : Epoch 1644 | loss: 0.0311925 | val_loss: 0.0312008 | Time: 1826.21 ms
[2021-12-02 07:45:07 main:581] : INFO : Epoch 1645 | loss: 0.0311911 | val_loss: 0.031203 | Time: 1815.3 ms
[2021-12-02 07:45:09 main:581] : INFO : Epoch 1646 | loss: 0.031191 | val_loss: 0.031202 | Time: 1798.44 ms
[2021-12-02 07:45:10 main:581] : INFO : Epoch 1647 | loss: 0.0311907 | val_loss: 0.0312029 | Time: 1801.69 ms
[2021-12-02 07:45:12 main:581] : INFO : Epoch 1648 | loss: 0.0311901 | val_loss: 0.0312028 | Time: 1800.89 ms
[2021-12-02 07:45:14 main:581] : INFO : Epoch 1649 | loss: 0.0311924 | val_loss: 0.0312021 | Time: 1780.41 ms
[2021-12-02 07:45:16 main:581] : INFO : Epoch 1650 | loss: 0.0311923 | val_loss: 0.0312014 | Time: 1775.68 ms
[2021-12-02 07:45:18 main:581] : INFO : Epoch 1651 | loss: 0.0311958 | val_loss: 0.0312034 | Time: 1815.61 ms
[2021-12-02 07:45:19 main:581] : INFO : Epoch 1652 | loss: 0.0311941 | val_loss: 0.0312049 | Time: 1831.37 ms
[2021-12-02 07:45:21 main:581] : INFO : Epoch 1653 | loss: 0.0311925 | val_loss: 0.031201 | Time: 1831.43 ms
[2021-12-02 07:45:23 main:581] : INFO : Epoch 1654 | loss: 0.0311913 | val_loss: 0.0312005 | Time: 1812.65 ms
[2021-12-02 07:45:25 main:581] : INFO : Epoch 1655 | loss: 0.0311911 | val_loss: 0.0312013 | Time: 1796.09 ms
[2021-12-02 07:45:27 main:581] : INFO : Epoch 1656 | loss: 0.0311912 | val_loss: 0.0312008 | Time: 1799.8 ms
[2021-12-02 07:45:29 main:581] : INFO : Epoch 1657 | loss: 0.0311921 | val_loss: 0.0312019 | Time: 1897.67 ms
[2021-12-02 07:45:30 main:581] : INFO : Epoch 1658 | loss: 0.0311913 | val_loss: 0.0312024 | Time: 1789.31 ms
[2021-12-02 07:45:32 main:581] : INFO : Epoch 1659 | loss: 0.0311944 | val_loss: 0.0312108 | Time: 1799.96 ms
[2021-12-02 07:45:34 main:581] : INFO : Epoch 1660 | loss: 0.0311989 | val_loss: 0.0312088 | Time: 1817.85 ms
[2021-12-02 07:45:36 main:581] : INFO : Epoch 1661 | loss: 0.0311966 | val_loss: 0.0312061 | Time: 1794.17 ms
[2021-12-02 07:45:37 main:581] : INFO : Epoch 1662 | loss: 0.0311956 | val_loss: 0.0312047 | Time: 1785.22 ms
[2021-12-02 07:45:39 main:581] : INFO : Epoch 1663 | loss: 0.0311975 | val_loss: 0.0312063 | Time: 1791.89 ms
[2021-12-02 07:45:41 main:581] : INFO : Epoch 1664 | loss: 0.0311929 | val_loss: 0.0312011 | Time: 1812.67 ms
[2021-12-02 07:45:43 main:581] : INFO : Epoch 1665 | loss: 0.031192 | val_loss: 0.0312023 | Time: 1801.23 ms
[2021-12-02 07:45:45 main:581] : INFO : Epoch 1666 | loss: 0.0311908 | val_loss: 0.0312003 | Time: 1794.14 ms
[2021-12-02 07:45:47 main:581] : INFO : Epoch 1667 | loss: 0.0311908 | val_loss: 0.0312019 | Time: 1803.59 ms
[2021-12-02 07:45:48 main:581] : INFO : Epoch 1668 | loss: 0.0311909 | val_loss: 0.0312034 | Time: 1801.33 ms
[2021-12-02 07:45:50 main:581] : INFO : Epoch 1669 | loss: 0.0311906 | val_loss: 0.0312003 | Time: 1775.28 ms
[2021-12-02 07:45:52 main:581] : INFO : Epoch 1670 | loss: 0.0311939 | val_loss: 0.0312018 | Time: 1802.98 ms
[2021-12-02 07:45:54 main:581] : INFO : Epoch 1671 | loss: 0.0311949 | val_loss: 0.0312017 | Time: 1810.7 ms
[2021-12-02 07:45:55 main:581] : INFO : Epoch 1672 | loss: 0.0311947 | val_loss: 0.0312028 | Time: 1801.42 ms
[2021-12-02 07:45:57 main:581] : INFO : Epoch 1673 | loss: 0.0311955 | val_loss: 0.0312048 | Time: 1828.75 ms
[2021-12-02 07:45:59 main:581] : INFO : Epoch 1674 | loss: 0.0311948 | val_loss: 0.0312019 | Time: 1860.89 ms
[2021-12-02 07:46:01 main:581] : INFO : Epoch 1675 | loss: 0.0311918 | val_loss: 0.0312045 | Time: 1900.17 ms
[2021-12-02 07:46:03 main:581] : INFO : Epoch 1676 | loss: 0.0311916 | val_loss: 0.0312017 | Time: 1853.36 ms
[2021-12-02 07:46:05 main:581] : INFO : Epoch 1677 | loss: 0.0311924 | val_loss: 0.0312021 | Time: 1831.66 ms
[2021-12-02 07:46:07 main:581] : INFO : Epoch 1678 | loss: 0.0311919 | val_loss: 0.0312012 | Time: 1862.52 ms
[2021-12-02 07:46:08 main:581] : INFO : Epoch 1679 | loss: 0.0311913 | val_loss: 0.0312002 | Time: 1801.93 ms
[2021-12-02 07:46:10 main:581] : INFO : Epoch 1680 | loss: 0.0311928 | val_loss: 0.0312041 | Time: 1788.18 ms
[2021-12-02 07:46:12 main:581] : INFO : Epoch 1681 | loss: 0.0311946 | val_loss: 0.0312041 | Time: 1845.65 ms
[2021-12-02 07:46:14 main:581] : INFO : Epoch 1682 | loss: 0.0311943 | val_loss: 0.0312021 | Time: 1817.46 ms
[2021-12-02 07:46:16 main:581] : INFO : Epoch 1683 | loss: 0.0311924 | val_loss: 0.0312009 | Time: 1783.79 ms
[2021-12-02 07:46:18 main:581] : INFO : Epoch 1684 | loss: 0.0311949 | val_loss: 0.0312056 | Time: 1839.15 ms
[2021-12-02 07:46:19 main:581] : INFO : Epoch 1685 | loss: 0.0311944 | val_loss: 0.0312058 | Time: 1796.48 ms
[2021-12-02 07:46:21 main:581] : INFO : Epoch 1686 | loss: 0.0311943 | val_loss: 0.0312036 | Time: 1874.24 ms
[2021-12-02 07:46:23 main:581] : INFO : Epoch 1687 | loss: 0.0311927 | val_loss: 0.0312036 | Time: 1838.37 ms
[2021-12-02 07:46:25 main:581] : INFO : Epoch 1688 | loss: 0.0311925 | val_loss: 0.0312013 | Time: 1788.52 ms
[2021-12-02 07:46:27 main:581] : INFO : Epoch 1689 | loss: 0.031191 | val_loss: 0.0312001 | Time: 1780.36 ms
[2021-12-02 07:46:28 main:581] : INFO : Epoch 1690 | loss: 0.0311908 | val_loss: 0.0312003 | Time: 1809.04 ms
[2021-12-02 07:46:30 main:581] : INFO : Epoch 1691 | loss: 0.0311901 | val_loss: 0.031199 | Time: 1797.55 ms
[2021-12-02 07:46:32 main:581] : INFO : Epoch 1692 | loss: 0.0311915 | val_loss: 0.0312005 | Time: 1813.38 ms
[2021-12-02 07:46:34 main:581] : INFO : Epoch 1693 | loss: 0.031192 | val_loss: 0.0312061 | Time: 1829.57 ms
[2021-12-02 07:46:36 main:581] : INFO : Epoch 1694 | loss: 0.0311928 | val_loss: 0.0312016 | Time: 1771.42 ms
[2021-12-02 07:46:37 main:581] : INFO : Epoch 1695 | loss: 0.0311918 | val_loss: 0.0312031 | Time: 1766.75 ms
[2021-12-02 07:46:39 main:581] : INFO : Epoch 1696 | loss: 0.0311905 | val_loss: 0.0311991 | Time: 1874.06 ms
[2021-12-02 07:46:41 main:581] : INFO : Epoch 1697 | loss: 0.0311916 | val_loss: 0.0312017 | Time: 1780.71 ms
[2021-12-02 07:46:43 main:581] : INFO : Epoch 1698 | loss: 0.031196 | val_loss: 0.0312056 | Time: 1797.55 ms
[2021-12-02 07:46:45 main:581] : INFO : Epoch 1699 | loss: 0.0311984 | val_loss: 0.0312027 | Time: 1787.79 ms
[2021-12-02 07:46:46 main:581] : INFO : Epoch 1700 | loss: 0.0311965 | val_loss: 0.0312013 | Time: 1787.77 ms
[2021-12-02 07:46:48 main:581] : INFO : Epoch 1701 | loss: 0.031194 | val_loss: 0.0312011 | Time: 1773.4 ms
[2021-12-02 07:46:50 main:581] : INFO : Epoch 1702 | loss: 0.0311929 | val_loss: 0.0312001 | Time: 1764.05 ms
[2021-12-02 07:46:52 main:581] : INFO : Epoch 1703 | loss: 0.0311916 | val_loss: 0.0311993 | Time: 1860.84 ms
[2021-12-02 07:46:54 main:581] : INFO : Epoch 1704 | loss: 0.0311928 | val_loss: 0.0312013 | Time: 1844.52 ms
[2021-12-02 07:46:55 main:581] : INFO : Epoch 1705 | loss: 0.0311944 | val_loss: 0.0312074 | Time: 1830.89 ms
[2021-12-02 07:46:57 main:581] : INFO : Epoch 1706 | loss: 0.0311925 | val_loss: 0.0311997 | Time: 1783.45 ms
[2021-12-02 07:46:59 main:581] : INFO : Epoch 1707 | loss: 0.0311927 | val_loss: 0.0312015 | Time: 1773.14 ms
[2021-12-02 07:47:01 main:581] : INFO : Epoch 1708 | loss: 0.0311906 | val_loss: 0.0311995 | Time: 1800.06 ms
[2021-12-02 07:47:03 main:581] : INFO : Epoch 1709 | loss: 0.0311894 | val_loss: 0.0311982 | Time: 1838.91 ms
[2021-12-02 07:47:04 main:581] : INFO : Epoch 1710 | loss: 0.0311898 | val_loss: 0.0311993 | Time: 1811.21 ms
[2021-12-02 07:47:06 main:581] : INFO : Epoch 1711 | loss: 0.0311895 | val_loss: 0.031202 | Time: 1771.2 ms
[2021-12-02 07:47:08 main:581] : INFO : Epoch 1712 | loss: 0.0311901 | val_loss: 0.0312005 | Time: 1774.57 ms
[2021-12-02 07:47:10 main:581] : INFO : Epoch 1713 | loss: 0.0311895 | val_loss: 0.0312016 | Time: 1826.8 ms
[2021-12-02 07:47:12 main:581] : INFO : Epoch 1714 | loss: 0.0311903 | val_loss: 0.0312025 | Time: 1799.54 ms
[2021-12-02 07:47:13 main:581] : INFO : Epoch 1715 | loss: 0.031191 | val_loss: 0.0311995 | Time: 1775.67 ms
[2021-12-02 07:47:15 main:581] : INFO : Epoch 1716 | loss: 0.0311899 | val_loss: 0.0311997 | Time: 1828.73 ms
[2021-12-02 07:47:17 main:581] : INFO : Epoch 1717 | loss: 0.0311895 | val_loss: 0.0312015 | Time: 1805.41 ms
[2021-12-02 07:47:19 main:581] : INFO : Epoch 1718 | loss: 0.0311897 | val_loss: 0.0312025 | Time: 1796.19 ms
[2021-12-02 07:47:21 main:581] : INFO : Epoch 1719 | loss: 0.0311938 | val_loss: 0.0312044 | Time: 1865.53 ms
[2021-12-02 07:47:23 main:581] : INFO : Epoch 1720 | loss: 0.0311914 | val_loss: 0.0311996 | Time: 1846.57 ms
[2021-12-02 07:47:24 main:581] : INFO : Epoch 1721 | loss: 0.03119 | val_loss: 0.0311996 | Time: 1818.79 ms
[2021-12-02 07:47:26 main:581] : INFO : Epoch 1722 | loss: 0.0311891 | val_loss: 0.0312 | Time: 1851.76 ms
[2021-12-02 07:47:28 main:581] : INFO : Epoch 1723 | loss: 0.0311911 | val_loss: 0.0311994 | Time: 1856.68 ms
[2021-12-02 07:47:30 main:581] : INFO : Epoch 1724 | loss: 0.0311894 | val_loss: 0.0311993 | Time: 1891.3 ms
[2021-12-02 07:47:32 main:581] : INFO : Epoch 1725 | loss: 0.0311886 | val_loss: 0.0311995 | Time: 1794.67 ms
[2021-12-02 07:47:34 main:581] : INFO : Epoch 1726 | loss: 0.0311886 | val_loss: 0.0311984 | Time: 1862.29 ms
[2021-12-02 07:47:35 main:581] : INFO : Epoch 1727 | loss: 0.0311905 | val_loss: 0.0312001 | Time: 1838.87 ms
[2021-12-02 07:47:37 main:581] : INFO : Epoch 1728 | loss: 0.0311894 | val_loss: 0.0311998 | Time: 1839.26 ms
[2021-12-02 07:47:39 main:581] : INFO : Epoch 1729 | loss: 0.0311898 | val_loss: 0.0311981 | Time: 1907.87 ms
[2021-12-02 07:47:41 main:581] : INFO : Epoch 1730 | loss: 0.0311888 | val_loss: 0.0312089 | Time: 1852.48 ms
[2021-12-02 07:47:43 main:581] : INFO : Epoch 1731 | loss: 0.0311913 | val_loss: 0.0312008 | Time: 1809.77 ms
[2021-12-02 07:47:45 main:581] : INFO : Epoch 1732 | loss: 0.0311898 | val_loss: 0.0311993 | Time: 1809.18 ms
[2021-12-02 07:47:47 main:581] : INFO : Epoch 1733 | loss: 0.0311932 | val_loss: 0.0312024 | Time: 1839.93 ms
[2021-12-02 07:47:48 main:581] : INFO : Epoch 1734 | loss: 0.0311896 | val_loss: 0.0312021 | Time: 1823.18 ms
[2021-12-02 07:47:50 main:581] : INFO : Epoch 1735 | loss: 0.0311895 | val_loss: 0.0312028 | Time: 1763.65 ms
[2021-12-02 07:47:52 main:581] : INFO : Epoch 1736 | loss: 0.0311888 | val_loss: 0.0311991 | Time: 1828.31 ms
[2021-12-02 07:47:54 main:581] : INFO : Epoch 1737 | loss: 0.0311895 | val_loss: 0.0311988 | Time: 1775.64 ms
[2021-12-02 07:47:56 main:581] : INFO : Epoch 1738 | loss: 0.0311905 | val_loss: 0.0312003 | Time: 1756.01 ms
[2021-12-02 07:47:57 main:581] : INFO : Epoch 1739 | loss: 0.0311897 | val_loss: 0.0311983 | Time: 1756.72 ms
[2021-12-02 07:47:59 main:581] : INFO : Epoch 1740 | loss: 0.0311886 | val_loss: 0.0311975 | Time: 1777.75 ms
[2021-12-02 07:48:01 main:581] : INFO : Epoch 1741 | loss: 0.0311904 | val_loss: 0.031203 | Time: 1811.48 ms
[2021-12-02 07:48:03 main:581] : INFO : Epoch 1742 | loss: 0.0311885 | val_loss: 0.0311973 | Time: 1776.24 ms
[2021-12-02 07:48:05 main:581] : INFO : Epoch 1743 | loss: 0.0311882 | val_loss: 0.0311986 | Time: 1884.74 ms
[2021-12-02 07:48:06 main:581] : INFO : Epoch 1744 | loss: 0.0311889 | val_loss: 0.0312057 | Time: 1822.74 ms
[2021-12-02 07:48:08 main:581] : INFO : Epoch 1745 | loss: 0.0311912 | val_loss: 0.0312001 | Time: 1773.71 ms
[2021-12-02 07:48:10 main:581] : INFO : Epoch 1746 | loss: 0.0311882 | val_loss: 0.0311973 | Time: 1831.62 ms
[2021-12-02 07:48:12 main:581] : INFO : Epoch 1747 | loss: 0.031187 | val_loss: 0.0311972 | Time: 1760.29 ms
[2021-12-02 07:48:13 main:581] : INFO : Epoch 1748 | loss: 0.0311869 | val_loss: 0.0311966 | Time: 1796.62 ms
[2021-12-02 07:48:15 main:581] : INFO : Epoch 1749 | loss: 0.0311868 | val_loss: 0.0311974 | Time: 1781.48 ms
[2021-12-02 07:48:17 main:581] : INFO : Epoch 1750 | loss: 0.0311877 | val_loss: 0.0312009 | Time: 1784.41 ms
[2021-12-02 07:48:19 main:581] : INFO : Epoch 1751 | loss: 0.0311885 | val_loss: 0.031198 | Time: 1756.99 ms
[2021-12-02 07:48:21 main:581] : INFO : Epoch 1752 | loss: 0.0311874 | val_loss: 0.0311968 | Time: 1831.17 ms
[2021-12-02 07:48:22 main:581] : INFO : Epoch 1753 | loss: 0.031187 | val_loss: 0.0311971 | Time: 1783.81 ms
[2021-12-02 07:48:24 main:581] : INFO : Epoch 1754 | loss: 0.031187 | val_loss: 0.0312005 | Time: 1807.83 ms
[2021-12-02 07:48:26 main:581] : INFO : Epoch 1755 | loss: 0.0311883 | val_loss: 0.0311984 | Time: 1760.39 ms
[2021-12-02 07:48:28 main:581] : INFO : Epoch 1756 | loss: 0.0311879 | val_loss: 0.0312006 | Time: 1824.17 ms
[2021-12-02 07:48:30 main:581] : INFO : Epoch 1757 | loss: 0.0311873 | val_loss: 0.0311978 | Time: 1864.53 ms
[2021-12-02 07:48:31 main:581] : INFO : Epoch 1758 | loss: 0.0311878 | val_loss: 0.031199 | Time: 1766.65 ms
[2021-12-02 07:48:33 main:581] : INFO : Epoch 1759 | loss: 0.0311871 | val_loss: 0.0311985 | Time: 1777.33 ms
[2021-12-02 07:48:35 main:581] : INFO : Epoch 1760 | loss: 0.0311867 | val_loss: 0.0311973 | Time: 1838.61 ms
[2021-12-02 07:48:37 main:581] : INFO : Epoch 1761 | loss: 0.0311865 | val_loss: 0.0311997 | Time: 1769.2 ms
[2021-12-02 07:48:39 main:581] : INFO : Epoch 1762 | loss: 0.031187 | val_loss: 0.0312001 | Time: 1796.52 ms
[2021-12-02 07:48:40 main:581] : INFO : Epoch 1763 | loss: 0.0311892 | val_loss: 0.0311979 | Time: 1830.51 ms
[2021-12-02 07:48:42 main:581] : INFO : Epoch 1764 | loss: 0.0311881 | val_loss: 0.0311987 | Time: 1792.37 ms
[2021-12-02 07:48:44 main:581] : INFO : Epoch 1765 | loss: 0.0311885 | val_loss: 0.0312011 | Time: 1815.99 ms
[2021-12-02 07:48:46 main:581] : INFO : Epoch 1766 | loss: 0.0311885 | val_loss: 0.0311986 | Time: 1855.17 ms
[2021-12-02 07:48:48 main:581] : INFO : Epoch 1767 | loss: 0.0311878 | val_loss: 0.0311978 | Time: 1837.54 ms
[2021-12-02 07:48:50 main:581] : INFO : Epoch 1768 | loss: 0.0311875 | val_loss: 0.0312 | Time: 1787.31 ms
[2021-12-02 07:48:51 main:581] : INFO : Epoch 1769 | loss: 0.0311873 | val_loss: 0.0311977 | Time: 1783.77 ms
[2021-12-02 07:48:53 main:581] : INFO : Epoch 1770 | loss: 0.0311867 | val_loss: 0.0311984 | Time: 1803.39 ms
[2021-12-02 07:48:55 main:581] : INFO : Epoch 1771 | loss: 0.0311872 | val_loss: 0.0311992 | Time: 1757.6 ms
[2021-12-02 07:48:57 main:581] : INFO : Epoch 1772 | loss: 0.0311877 | val_loss: 0.0311988 | Time: 1760.54 ms
[2021-12-02 07:48:58 main:581] : INFO : Epoch 1773 | loss: 0.0311933 | val_loss: 0.0312074 | Time: 1762.71 ms
[2021-12-02 07:49:00 main:581] : INFO : Epoch 1774 | loss: 0.0311984 | val_loss: 0.031206 | Time: 1778.98 ms
[2021-12-02 07:49:02 main:581] : INFO : Epoch 1775 | loss: 0.0311984 | val_loss: 0.0312037 | Time: 1777.15 ms
[2021-12-02 07:49:04 main:581] : INFO : Epoch 1776 | loss: 0.0311972 | val_loss: 0.0312032 | Time: 1799.52 ms
[2021-12-02 07:49:06 main:581] : INFO : Epoch 1777 | loss: 0.0311979 | val_loss: 0.0312045 | Time: 1779.59 ms
[2021-12-02 07:49:07 main:581] : INFO : Epoch 1778 | loss: 0.0311958 | val_loss: 0.0312036 | Time: 1781.08 ms
[2021-12-02 07:49:09 main:581] : INFO : Epoch 1779 | loss: 0.0311941 | val_loss: 0.0312025 | Time: 1783.38 ms
[2021-12-02 07:49:11 main:581] : INFO : Epoch 1780 | loss: 0.0311937 | val_loss: 0.0312019 | Time: 1842.53 ms
[2021-12-02 07:49:13 main:581] : INFO : Epoch 1781 | loss: 0.0311935 | val_loss: 0.0312017 | Time: 1764.93 ms
[2021-12-02 07:49:15 main:581] : INFO : Epoch 1782 | loss: 0.0311931 | val_loss: 0.0312072 | Time: 1768.77 ms
[2021-12-02 07:49:16 main:581] : INFO : Epoch 1783 | loss: 0.0311933 | val_loss: 0.031203 | Time: 1762.99 ms
[2021-12-02 07:49:18 main:581] : INFO : Epoch 1784 | loss: 0.0311921 | val_loss: 0.0312028 | Time: 1759.09 ms
[2021-12-02 07:49:20 main:581] : INFO : Epoch 1785 | loss: 0.0311922 | val_loss: 0.0312015 | Time: 1777.98 ms
[2021-12-02 07:49:22 main:581] : INFO : Epoch 1786 | loss: 0.0311922 | val_loss: 0.0312015 | Time: 1763.28 ms
[2021-12-02 07:49:23 main:581] : INFO : Epoch 1787 | loss: 0.0311929 | val_loss: 0.0312032 | Time: 1769.33 ms
[2021-12-02 07:49:25 main:581] : INFO : Epoch 1788 | loss: 0.031192 | val_loss: 0.0312035 | Time: 1760.32 ms
[2021-12-02 07:49:27 main:581] : INFO : Epoch 1789 | loss: 0.0311921 | val_loss: 0.0312023 | Time: 1785.07 ms
[2021-12-02 07:49:29 main:581] : INFO : Epoch 1790 | loss: 0.0311912 | val_loss: 0.0312041 | Time: 1771.47 ms
[2021-12-02 07:49:30 main:581] : INFO : Epoch 1791 | loss: 0.0311908 | val_loss: 0.0312013 | Time: 1748.31 ms
[2021-12-02 07:49:32 main:581] : INFO : Epoch 1792 | loss: 0.0311899 | val_loss: 0.0312015 | Time: 1773.91 ms
[2021-12-02 07:49:34 main:581] : INFO : Epoch 1793 | loss: 0.0311898 | val_loss: 0.0312017 | Time: 1760.92 ms
[2021-12-02 07:49:36 main:581] : INFO : Epoch 1794 | loss: 0.0311904 | val_loss: 0.0312025 | Time: 1801.93 ms
[2021-12-02 07:49:38 main:581] : INFO : Epoch 1795 | loss: 0.0311912 | val_loss: 0.0312067 | Time: 1826.69 ms
[2021-12-02 07:49:39 main:581] : INFO : Epoch 1796 | loss: 0.0311937 | val_loss: 0.0312 | Time: 1825.15 ms
[2021-12-02 07:49:41 main:581] : INFO : Epoch 1797 | loss: 0.0311913 | val_loss: 0.031202 | Time: 1824.45 ms
[2021-12-02 07:49:43 main:581] : INFO : Epoch 1798 | loss: 0.0311909 | val_loss: 0.0312007 | Time: 1790.97 ms
[2021-12-02 07:49:45 main:581] : INFO : Epoch 1799 | loss: 0.0311895 | val_loss: 0.0311995 | Time: 1788.72 ms
[2021-12-02 07:49:47 main:581] : INFO : Epoch 1800 | loss: 0.0311905 | val_loss: 0.0312004 | Time: 1758.67 ms
[2021-12-02 07:49:48 main:581] : INFO : Epoch 1801 | loss: 0.0311907 | val_loss: 0.0312029 | Time: 1805.36 ms
[2021-12-02 07:49:50 main:581] : INFO : Epoch 1802 | loss: 0.0311907 | val_loss: 0.0312052 | Time: 1803.3 ms
[2021-12-02 07:49:52 main:581] : INFO : Epoch 1803 | loss: 0.0311911 | val_loss: 0.0312025 | Time: 1805.46 ms
[2021-12-02 07:49:54 main:581] : INFO : Epoch 1804 | loss: 0.0311891 | val_loss: 0.0312007 | Time: 1800.57 ms
[2021-12-02 07:49:56 main:581] : INFO : Epoch 1805 | loss: 0.0311911 | val_loss: 0.031203 | Time: 1768.35 ms
[2021-12-02 07:49:57 main:581] : INFO : Epoch 1806 | loss: 0.0311894 | val_loss: 0.0311999 | Time: 1759.72 ms
[2021-12-02 07:49:59 main:581] : INFO : Epoch 1807 | loss: 0.0311883 | val_loss: 0.0311996 | Time: 1774.25 ms
[2021-12-02 07:50:01 main:581] : INFO : Epoch 1808 | loss: 0.0311884 | val_loss: 0.0312023 | Time: 1930.25 ms
[2021-12-02 07:50:03 main:581] : INFO : Epoch 1809 | loss: 0.0311879 | val_loss: 0.0312012 | Time: 1824.31 ms
[2021-12-02 07:50:05 main:581] : INFO : Epoch 1810 | loss: 0.0311887 | val_loss: 0.0312024 | Time: 1857.26 ms
[2021-12-02 07:50:07 main:581] : INFO : Epoch 1811 | loss: 0.0311879 | val_loss: 0.0312012 | Time: 1843.48 ms
[2021-12-02 07:50:08 main:581] : INFO : Epoch 1812 | loss: 0.0311877 | val_loss: 0.0312013 | Time: 1812.51 ms
[2021-12-02 07:50:10 main:581] : INFO : Epoch 1813 | loss: 0.0311897 | val_loss: 0.0312014 | Time: 1856.06 ms
[2021-12-02 07:50:12 main:581] : INFO : Epoch 1814 | loss: 0.0311902 | val_loss: 0.0312007 | Time: 1837.06 ms
[2021-12-02 07:50:14 main:581] : INFO : Epoch 1815 | loss: 0.0311926 | val_loss: 0.0312349 | Time: 1791.34 ms
[2021-12-02 07:50:16 main:581] : INFO : Epoch 1816 | loss: 0.0312664 | val_loss: 0.0312196 | Time: 1783.02 ms
[2021-12-02 07:50:17 main:581] : INFO : Epoch 1817 | loss: 0.032046 | val_loss: 0.0315339 | Time: 1772.49 ms
[2021-12-02 07:50:19 main:581] : INFO : Epoch 1818 | loss: 0.0314077 | val_loss: 0.0312897 | Time: 1794.62 ms
[2021-12-02 07:50:21 main:581] : INFO : Epoch 1819 | loss: 0.0312266 | val_loss: 0.0312113 | Time: 1787.18 ms
[2021-12-02 07:50:23 main:581] : INFO : Epoch 1820 | loss: 0.031197 | val_loss: 0.0312022 | Time: 1809.17 ms
[2021-12-02 07:50:25 main:581] : INFO : Epoch 1821 | loss: 0.0311908 | val_loss: 0.0312038 | Time: 1771.8 ms
[2021-12-02 07:50:26 main:581] : INFO : Epoch 1822 | loss: 0.0311932 | val_loss: 0.0312055 | Time: 1774.6 ms
[2021-12-02 07:50:28 main:581] : INFO : Epoch 1823 | loss: 0.0311927 | val_loss: 0.0312062 | Time: 1791.08 ms
[2021-12-02 07:50:30 main:581] : INFO : Epoch 1824 | loss: 0.0311903 | val_loss: 0.0312067 | Time: 1776.02 ms
[2021-12-02 07:50:32 main:581] : INFO : Epoch 1825 | loss: 0.031189 | val_loss: 0.0312001 | Time: 1817.36 ms
[2021-12-02 07:50:34 main:581] : INFO : Epoch 1826 | loss: 0.0311906 | val_loss: 0.0312001 | Time: 1805.31 ms
[2021-12-02 07:50:35 main:581] : INFO : Epoch 1827 | loss: 0.0311891 | val_loss: 0.0311985 | Time: 1789.94 ms
[2021-12-02 07:50:37 main:581] : INFO : Epoch 1828 | loss: 0.0311889 | val_loss: 0.0311999 | Time: 1809.73 ms
[2021-12-02 07:50:39 main:581] : INFO : Epoch 1829 | loss: 0.0311886 | val_loss: 0.0312014 | Time: 1795.95 ms
[2021-12-02 07:50:41 main:581] : INFO : Epoch 1830 | loss: 0.031192 | val_loss: 0.0312012 | Time: 1787.22 ms
[2021-12-02 07:50:42 main:581] : INFO : Epoch 1831 | loss: 0.0311903 | val_loss: 0.0311979 | Time: 1778.07 ms
[2021-12-02 07:50:44 main:581] : INFO : Epoch 1832 | loss: 0.0311904 | val_loss: 0.0312001 | Time: 1935.77 ms
[2021-12-02 07:50:46 main:581] : INFO : Epoch 1833 | loss: 0.031189 | val_loss: 0.0312006 | Time: 1809.66 ms
[2021-12-02 07:50:48 main:581] : INFO : Epoch 1834 | loss: 0.0311894 | val_loss: 0.0311987 | Time: 1803.83 ms
[2021-12-02 07:50:50 main:581] : INFO : Epoch 1835 | loss: 0.0311899 | val_loss: 0.0312008 | Time: 1855.22 ms
[2021-12-02 07:50:52 main:581] : INFO : Epoch 1836 | loss: 0.0311881 | val_loss: 0.0312022 | Time: 1817.19 ms
[2021-12-02 07:50:53 main:581] : INFO : Epoch 1837 | loss: 0.0311882 | val_loss: 0.0312003 | Time: 1771.48 ms
[2021-12-02 07:50:55 main:581] : INFO : Epoch 1838 | loss: 0.0311882 | val_loss: 0.0311999 | Time: 1829.6 ms
[2021-12-02 07:50:57 main:581] : INFO : Epoch 1839 | loss: 0.0311888 | val_loss: 0.0312007 | Time: 1806.8 ms
[2021-12-02 07:50:59 main:581] : INFO : Epoch 1840 | loss: 0.0311882 | val_loss: 0.0312001 | Time: 1805.25 ms
[2021-12-02 07:51:01 main:581] : INFO : Epoch 1841 | loss: 0.0311881 | val_loss: 0.0312001 | Time: 1839.39 ms
[2021-12-02 07:51:03 main:581] : INFO : Epoch 1842 | loss: 0.031189 | val_loss: 0.0312007 | Time: 1775.58 ms
[2021-12-02 07:51:04 main:581] : INFO : Epoch 1843 | loss: 0.0311885 | val_loss: 0.0311987 | Time: 1799.7 ms
[2021-12-02 07:51:06 main:581] : INFO : Epoch 1844 | loss: 0.0311891 | val_loss: 0.0312004 | Time: 1831.78 ms
[2021-12-02 07:51:08 main:581] : INFO : Epoch 1845 | loss: 0.0311911 | val_loss: 0.0312003 | Time: 1812.39 ms
[2021-12-02 07:51:10 main:581] : INFO : Epoch 1846 | loss: 0.0311877 | val_loss: 0.0312007 | Time: 1832.25 ms
[2021-12-02 07:51:12 main:581] : INFO : Epoch 1847 | loss: 0.0311879 | val_loss: 0.0312008 | Time: 1821.97 ms
[2021-12-02 07:51:13 main:581] : INFO : Epoch 1848 | loss: 0.0311885 | val_loss: 0.0312012 | Time: 1786.68 ms
[2021-12-02 07:51:15 main:581] : INFO : Epoch 1849 | loss: 0.031188 | val_loss: 0.0312027 | Time: 1818.17 ms
[2021-12-02 07:51:17 main:581] : INFO : Epoch 1850 | loss: 0.0311876 | val_loss: 0.0312005 | Time: 1834.02 ms
[2021-12-02 07:51:19 main:581] : INFO : Epoch 1851 | loss: 0.0311873 | val_loss: 0.0312024 | Time: 1790.81 ms
[2021-12-02 07:51:21 main:581] : INFO : Epoch 1852 | loss: 0.0311872 | val_loss: 0.0312009 | Time: 1842.77 ms
[2021-12-02 07:51:23 main:581] : INFO : Epoch 1853 | loss: 0.0311876 | val_loss: 0.0312012 | Time: 1823.67 ms
[2021-12-02 07:51:24 main:581] : INFO : Epoch 1854 | loss: 0.0311895 | val_loss: 0.0312017 | Time: 1812.58 ms
[2021-12-02 07:51:26 main:581] : INFO : Epoch 1855 | loss: 0.0311896 | val_loss: 0.0312018 | Time: 1839.41 ms
[2021-12-02 07:51:28 main:581] : INFO : Epoch 1856 | loss: 0.0311895 | val_loss: 0.0312056 | Time: 1894.27 ms
[2021-12-02 07:51:30 main:581] : INFO : Epoch 1857 | loss: 0.0311916 | val_loss: 0.031207 | Time: 1822.3 ms
[2021-12-02 07:51:32 main:581] : INFO : Epoch 1858 | loss: 0.0311935 | val_loss: 0.0312024 | Time: 1781.33 ms
[2021-12-02 07:51:33 main:581] : INFO : Epoch 1859 | loss: 0.0311896 | val_loss: 0.0312004 | Time: 1784.13 ms
[2021-12-02 07:51:35 main:581] : INFO : Epoch 1860 | loss: 0.0311898 | val_loss: 0.0312015 | Time: 1810.11 ms
[2021-12-02 07:51:37 main:581] : INFO : Epoch 1861 | loss: 0.0311892 | val_loss: 0.0312014 | Time: 1819.09 ms
[2021-12-02 07:51:39 main:581] : INFO : Epoch 1862 | loss: 0.0311897 | val_loss: 0.0312005 | Time: 1778.46 ms
[2021-12-02 07:51:41 main:581] : INFO : Epoch 1863 | loss: 0.0311896 | val_loss: 0.0312036 | Time: 1783.6 ms
[2021-12-02 07:51:42 main:581] : INFO : Epoch 1864 | loss: 0.0311897 | val_loss: 0.0312016 | Time: 1826.33 ms
[2021-12-02 07:51:44 main:581] : INFO : Epoch 1865 | loss: 0.0311882 | val_loss: 0.0312013 | Time: 1823.59 ms
[2021-12-02 07:51:46 main:581] : INFO : Epoch 1866 | loss: 0.0311877 | val_loss: 0.0312032 | Time: 1790.95 ms
[2021-12-02 07:51:48 main:581] : INFO : Epoch 1867 | loss: 0.0311877 | val_loss: 0.0312016 | Time: 1861.5 ms
[2021-12-02 07:51:50 main:581] : INFO : Epoch 1868 | loss: 0.0311882 | val_loss: 0.0311999 | Time: 1793.37 ms
[2021-12-02 07:51:52 main:581] : INFO : Epoch 1869 | loss: 0.0311881 | val_loss: 0.0312056 | Time: 1829.63 ms
[2021-12-02 07:51:53 main:581] : INFO : Epoch 1870 | loss: 0.0311895 | val_loss: 0.0312011 | Time: 1791.81 ms
[2021-12-02 07:51:55 main:581] : INFO : Epoch 1871 | loss: 0.0311876 | val_loss: 0.031202 | Time: 1799.69 ms
[2021-12-02 07:51:57 main:581] : INFO : Epoch 1872 | loss: 0.0311884 | val_loss: 0.031203 | Time: 1820.98 ms
[2021-12-02 07:51:59 main:581] : INFO : Epoch 1873 | loss: 0.0311888 | val_loss: 0.0311997 | Time: 1853.69 ms
[2021-12-02 07:52:01 main:581] : INFO : Epoch 1874 | loss: 0.0311886 | val_loss: 0.0312032 | Time: 1821.91 ms
[2021-12-02 07:52:02 main:581] : INFO : Epoch 1875 | loss: 0.0311895 | val_loss: 0.0312023 | Time: 1794.86 ms
[2021-12-02 07:52:04 main:581] : INFO : Epoch 1876 | loss: 0.0311888 | val_loss: 0.0312049 | Time: 1833.86 ms
[2021-12-02 07:52:06 main:581] : INFO : Epoch 1877 | loss: 0.0311874 | val_loss: 0.0311999 | Time: 1786.19 ms
[2021-12-02 07:52:08 main:581] : INFO : Epoch 1878 | loss: 0.0311874 | val_loss: 0.0311995 | Time: 1819.26 ms
[2021-12-02 07:52:10 main:581] : INFO : Epoch 1879 | loss: 0.031187 | val_loss: 0.0311987 | Time: 1856.41 ms
[2021-12-02 07:52:12 main:581] : INFO : Epoch 1880 | loss: 0.0311866 | val_loss: 0.0312014 | Time: 1812.29 ms
[2021-12-02 07:52:13 main:581] : INFO : Epoch 1881 | loss: 0.0311883 | val_loss: 0.0311987 | Time: 1802.8 ms
[2021-12-02 07:52:15 main:581] : INFO : Epoch 1882 | loss: 0.0311885 | val_loss: 0.0311997 | Time: 1791.78 ms
[2021-12-02 07:52:17 main:581] : INFO : Epoch 1883 | loss: 0.0311899 | val_loss: 0.031203 | Time: 1812.92 ms
[2021-12-02 07:52:19 main:581] : INFO : Epoch 1884 | loss: 0.0311886 | val_loss: 0.0311989 | Time: 1837.74 ms
[2021-12-02 07:52:21 main:581] : INFO : Epoch 1885 | loss: 0.0311869 | val_loss: 0.0311998 | Time: 1831.35 ms
[2021-12-02 07:52:22 main:581] : INFO : Epoch 1886 | loss: 0.0311873 | val_loss: 0.0312023 | Time: 1830.13 ms
[2021-12-02 07:52:24 main:581] : INFO : Epoch 1887 | loss: 0.0311977 | val_loss: 0.0312039 | Time: 1821.61 ms
[2021-12-02 07:52:26 main:581] : INFO : Epoch 1888 | loss: 0.0311959 | val_loss: 0.0312029 | Time: 1778.18 ms
[2021-12-02 07:52:28 main:581] : INFO : Epoch 1889 | loss: 0.0311955 | val_loss: 0.0312029 | Time: 1820.96 ms
[2021-12-02 07:52:30 main:581] : INFO : Epoch 1890 | loss: 0.0311967 | val_loss: 0.0312057 | Time: 1776.95 ms
[2021-12-02 07:52:31 main:581] : INFO : Epoch 1891 | loss: 0.0311967 | val_loss: 0.0312021 | Time: 1786.28 ms
[2021-12-02 07:52:33 main:581] : INFO : Epoch 1892 | loss: 0.0311949 | val_loss: 0.0312037 | Time: 1896.75 ms
[2021-12-02 07:52:35 main:581] : INFO : Epoch 1893 | loss: 0.031194 | val_loss: 0.0312021 | Time: 1819.48 ms
[2021-12-02 07:52:37 main:581] : INFO : Epoch 1894 | loss: 0.0311934 | val_loss: 0.0312028 | Time: 1793.47 ms
[2021-12-02 07:52:39 main:581] : INFO : Epoch 1895 | loss: 0.0311943 | val_loss: 0.0312002 | Time: 1833.89 ms
[2021-12-02 07:52:41 main:581] : INFO : Epoch 1896 | loss: 0.0311929 | val_loss: 0.0312012 | Time: 1832.21 ms
[2021-12-02 07:52:42 main:581] : INFO : Epoch 1897 | loss: 0.0311923 | val_loss: 0.0312013 | Time: 1799.91 ms
[2021-12-02 07:52:44 main:581] : INFO : Epoch 1898 | loss: 0.0311925 | val_loss: 0.0312002 | Time: 1865.12 ms
[2021-12-02 07:52:46 main:581] : INFO : Epoch 1899 | loss: 0.0311911 | val_loss: 0.0312001 | Time: 1835.69 ms
[2021-12-02 07:52:48 main:581] : INFO : Epoch 1900 | loss: 0.031192 | val_loss: 0.0312013 | Time: 1807.16 ms
[2021-12-02 07:52:50 main:581] : INFO : Epoch 1901 | loss: 0.0311921 | val_loss: 0.0312049 | Time: 1855.7 ms
[2021-12-02 07:52:52 main:581] : INFO : Epoch 1902 | loss: 0.031193 | val_loss: 0.0312012 | Time: 1935.96 ms
[2021-12-02 07:52:54 main:581] : INFO : Epoch 1903 | loss: 0.0311915 | val_loss: 0.0312029 | Time: 1803.84 ms
[2021-12-02 07:52:55 main:581] : INFO : Epoch 1904 | loss: 0.0311912 | val_loss: 0.0312018 | Time: 1860.4 ms
[2021-12-02 07:52:57 main:581] : INFO : Epoch 1905 | loss: 0.0311908 | val_loss: 0.0312002 | Time: 1823.88 ms
[2021-12-02 07:52:59 main:581] : INFO : Epoch 1906 | loss: 0.0311905 | val_loss: 0.0312011 | Time: 1792.12 ms
[2021-12-02 07:53:01 main:581] : INFO : Epoch 1907 | loss: 0.0311898 | val_loss: 0.0311977 | Time: 1861.82 ms
[2021-12-02 07:53:03 main:581] : INFO : Epoch 1908 | loss: 0.0311905 | val_loss: 0.0312006 | Time: 1806.9 ms
[2021-12-02 07:53:05 main:581] : INFO : Epoch 1909 | loss: 0.0311911 | val_loss: 0.0312018 | Time: 1891.85 ms
[2021-12-02 07:53:06 main:581] : INFO : Epoch 1910 | loss: 0.0311921 | val_loss: 0.0312014 | Time: 1805.38 ms
[2021-12-02 07:53:08 main:581] : INFO : Epoch 1911 | loss: 0.0311927 | val_loss: 0.0312035 | Time: 1865.05 ms
[2021-12-02 07:53:10 main:581] : INFO : Epoch 1912 | loss: 0.0311914 | val_loss: 0.0312013 | Time: 1856.47 ms
[2021-12-02 07:53:12 main:581] : INFO : Epoch 1913 | loss: 0.0311905 | val_loss: 0.0312008 | Time: 1829.15 ms
[2021-12-02 07:53:14 main:581] : INFO : Epoch 1914 | loss: 0.0311903 | val_loss: 0.0311999 | Time: 1837.65 ms
[2021-12-02 07:53:16 main:581] : INFO : Epoch 1915 | loss: 0.0311896 | val_loss: 0.0312012 | Time: 1819.69 ms
[2021-12-02 07:53:17 main:581] : INFO : Epoch 1916 | loss: 0.0311897 | val_loss: 0.0312011 | Time: 1795.08 ms
[2021-12-02 07:53:19 main:581] : INFO : Epoch 1917 | loss: 0.0311906 | val_loss: 0.031202 | Time: 1819.28 ms
[2021-12-02 07:53:21 main:581] : INFO : Epoch 1918 | loss: 0.0311944 | val_loss: 0.0312066 | Time: 1819.98 ms
[2021-12-02 07:53:23 main:581] : INFO : Epoch 1919 | loss: 0.0311957 | val_loss: 0.0312036 | Time: 1824.17 ms
[2021-12-02 07:53:25 main:581] : INFO : Epoch 1920 | loss: 0.0311923 | val_loss: 0.0311994 | Time: 1806.81 ms
[2021-12-02 07:53:26 main:581] : INFO : Epoch 1921 | loss: 0.0311907 | val_loss: 0.0312035 | Time: 1794.26 ms
[2021-12-02 07:53:28 main:581] : INFO : Epoch 1922 | loss: 0.0311906 | val_loss: 0.0312011 | Time: 1824.09 ms
[2021-12-02 07:53:30 main:581] : INFO : Epoch 1923 | loss: 0.0311899 | val_loss: 0.0312015 | Time: 1816.38 ms
[2021-12-02 07:53:32 main:581] : INFO : Epoch 1924 | loss: 0.0311896 | val_loss: 0.0311998 | Time: 1787.8 ms
[2021-12-02 07:53:34 main:581] : INFO : Epoch 1925 | loss: 0.0311906 | val_loss: 0.031205 | Time: 1797.92 ms
[2021-12-02 07:53:35 main:581] : INFO : Epoch 1926 | loss: 0.0311912 | val_loss: 0.0311999 | Time: 1806.18 ms
[2021-12-02 07:53:37 main:581] : INFO : Epoch 1927 | loss: 0.0311956 | val_loss: 0.0312023 | Time: 1781.78 ms
[2021-12-02 07:53:39 main:581] : INFO : Epoch 1928 | loss: 0.0311903 | val_loss: 0.0312013 | Time: 1807.6 ms
[2021-12-02 07:53:41 main:581] : INFO : Epoch 1929 | loss: 0.0311899 | val_loss: 0.0312024 | Time: 1818.44 ms
[2021-12-02 07:53:43 main:581] : INFO : Epoch 1930 | loss: 0.0311894 | val_loss: 0.0312006 | Time: 1823.68 ms
[2021-12-02 07:53:45 main:581] : INFO : Epoch 1931 | loss: 0.0311896 | val_loss: 0.031203 | Time: 1877.42 ms
[2021-12-02 07:53:46 main:581] : INFO : Epoch 1932 | loss: 0.0311904 | val_loss: 0.0311998 | Time: 1811.76 ms
[2021-12-02 07:53:48 main:581] : INFO : Epoch 1933 | loss: 0.0311888 | val_loss: 0.0311993 | Time: 1809.63 ms
[2021-12-02 07:53:50 main:581] : INFO : Epoch 1934 | loss: 0.0311894 | val_loss: 0.0311998 | Time: 1779 ms
[2021-12-02 07:53:52 main:581] : INFO : Epoch 1935 | loss: 0.0311883 | val_loss: 0.0311995 | Time: 1785.68 ms
[2021-12-02 07:53:54 main:581] : INFO : Epoch 1936 | loss: 0.0311905 | val_loss: 0.0312016 | Time: 1810.09 ms
[2021-12-02 07:53:55 main:581] : INFO : Epoch 1937 | loss: 0.0311894 | val_loss: 0.0311998 | Time: 1781.49 ms
[2021-12-02 07:53:57 main:581] : INFO : Epoch 1938 | loss: 0.0311895 | val_loss: 0.0312002 | Time: 1802.75 ms
[2021-12-02 07:53:59 main:581] : INFO : Epoch 1939 | loss: 0.0311897 | val_loss: 0.0312011 | Time: 1795.9 ms
[2021-12-02 07:54:01 main:581] : INFO : Epoch 1940 | loss: 0.0311881 | val_loss: 0.0312046 | Time: 1824.93 ms
[2021-12-02 07:54:03 main:581] : INFO : Epoch 1941 | loss: 0.0311897 | val_loss: 0.0312024 | Time: 1846.86 ms
[2021-12-02 07:54:04 main:581] : INFO : Epoch 1942 | loss: 0.031188 | val_loss: 0.0311999 | Time: 1826.3 ms
[2021-12-02 07:54:06 main:581] : INFO : Epoch 1943 | loss: 0.0311882 | val_loss: 0.0312038 | Time: 1830.73 ms
[2021-12-02 07:54:08 main:581] : INFO : Epoch 1944 | loss: 0.0311899 | val_loss: 0.0312018 | Time: 1895.25 ms
[2021-12-02 07:54:10 main:581] : INFO : Epoch 1945 | loss: 0.0311873 | val_loss: 0.0312013 | Time: 1870.69 ms
[2021-12-02 07:54:12 main:581] : INFO : Epoch 1946 | loss: 0.0311864 | val_loss: 0.0311986 | Time: 1858.18 ms
[2021-12-02 07:54:14 main:581] : INFO : Epoch 1947 | loss: 0.0311868 | val_loss: 0.0311986 | Time: 1856.72 ms
[2021-12-02 07:54:16 main:581] : INFO : Epoch 1948 | loss: 0.0311891 | val_loss: 0.0312001 | Time: 1818.63 ms
[2021-12-02 07:54:17 main:581] : INFO : Epoch 1949 | loss: 0.0311912 | val_loss: 0.0311998 | Time: 1797.51 ms
[2021-12-02 07:54:19 main:581] : INFO : Epoch 1950 | loss: 0.0311889 | val_loss: 0.0311996 | Time: 1891.52 ms
[2021-12-02 07:54:21 main:581] : INFO : Epoch 1951 | loss: 0.0311879 | val_loss: 0.0311979 | Time: 1813.45 ms
[2021-12-02 07:54:23 main:581] : INFO : Epoch 1952 | loss: 0.03119 | val_loss: 0.0312024 | Time: 1773.77 ms
[2021-12-02 07:54:25 main:581] : INFO : Epoch 1953 | loss: 0.0311948 | val_loss: 0.031204 | Time: 1813.29 ms
[2021-12-02 07:54:26 main:581] : INFO : Epoch 1954 | loss: 0.0311939 | val_loss: 0.0312028 | Time: 1796.58 ms
[2021-12-02 07:54:28 main:581] : INFO : Epoch 1955 | loss: 0.0311919 | val_loss: 0.0312014 | Time: 1762.62 ms
[2021-12-02 07:54:30 main:581] : INFO : Epoch 1956 | loss: 0.0311904 | val_loss: 0.0312031 | Time: 1775.91 ms
[2021-12-02 07:54:32 main:581] : INFO : Epoch 1957 | loss: 0.0311913 | val_loss: 0.0312002 | Time: 1809.53 ms
[2021-12-02 07:54:34 main:581] : INFO : Epoch 1958 | loss: 0.03119 | val_loss: 0.0312005 | Time: 1773.39 ms
[2021-12-02 07:54:35 main:581] : INFO : Epoch 1959 | loss: 0.0311908 | val_loss: 0.0311994 | Time: 1799.7 ms
[2021-12-02 07:54:37 main:581] : INFO : Epoch 1960 | loss: 0.0311895 | val_loss: 0.0312 | Time: 1801.05 ms
[2021-12-02 07:54:39 main:581] : INFO : Epoch 1961 | loss: 0.0311915 | val_loss: 0.0312011 | Time: 1764.5 ms
[2021-12-02 07:54:41 main:581] : INFO : Epoch 1962 | loss: 0.0311951 | val_loss: 0.0312027 | Time: 1791.4 ms
[2021-12-02 07:54:43 main:581] : INFO : Epoch 1963 | loss: 0.0311912 | val_loss: 0.0312006 | Time: 1779.62 ms
[2021-12-02 07:54:44 main:581] : INFO : Epoch 1964 | loss: 0.0311896 | val_loss: 0.0311985 | Time: 1825.76 ms
[2021-12-02 07:54:46 main:581] : INFO : Epoch 1965 | loss: 0.0311897 | val_loss: 0.0312034 | Time: 1835.63 ms
[2021-12-02 07:54:48 main:581] : INFO : Epoch 1966 | loss: 0.0311928 | val_loss: 0.0312019 | Time: 1787.9 ms
[2021-12-02 07:54:50 main:581] : INFO : Epoch 1967 | loss: 0.0311929 | val_loss: 0.0312023 | Time: 1779.44 ms
[2021-12-02 07:54:52 main:581] : INFO : Epoch 1968 | loss: 0.0311922 | val_loss: 0.0312003 | Time: 1807.67 ms
[2021-12-02 07:54:53 main:581] : INFO : Epoch 1969 | loss: 0.0311894 | val_loss: 0.0311989 | Time: 1842.91 ms
[2021-12-02 07:54:55 main:581] : INFO : Epoch 1970 | loss: 0.0311916 | val_loss: 0.0311998 | Time: 1802.13 ms
[2021-12-02 07:54:57 main:581] : INFO : Epoch 1971 | loss: 0.0311902 | val_loss: 0.0312001 | Time: 1782.9 ms
[2021-12-02 07:54:59 main:581] : INFO : Epoch 1972 | loss: 0.0311897 | val_loss: 0.0311999 | Time: 1852.05 ms
[2021-12-02 07:55:01 main:581] : INFO : Epoch 1973 | loss: 0.0311899 | val_loss: 0.0311993 | Time: 1830.99 ms
[2021-12-02 07:55:03 main:581] : INFO : Epoch 1974 | loss: 0.0311948 | val_loss: 0.0312046 | Time: 1840.89 ms
[2021-12-02 07:55:04 main:581] : INFO : Epoch 1975 | loss: 0.0311904 | val_loss: 0.0312003 | Time: 1857.26 ms
[2021-12-02 07:55:06 main:581] : INFO : Epoch 1976 | loss: 0.0311889 | val_loss: 0.031202 | Time: 1827.63 ms
[2021-12-02 07:55:08 main:581] : INFO : Epoch 1977 | loss: 0.0311882 | val_loss: 0.0311983 | Time: 1902.12 ms
[2021-12-02 07:55:10 main:581] : INFO : Epoch 1978 | loss: 0.031188 | val_loss: 0.0311979 | Time: 1863.46 ms
[2021-12-02 07:55:12 main:581] : INFO : Epoch 1979 | loss: 0.0311894 | val_loss: 0.0311991 | Time: 1824.42 ms
[2021-12-02 07:55:14 main:581] : INFO : Epoch 1980 | loss: 0.031189 | val_loss: 0.0311989 | Time: 1830.58 ms
[2021-12-02 07:55:15 main:581] : INFO : Epoch 1981 | loss: 0.0311885 | val_loss: 0.0311976 | Time: 1797.32 ms
[2021-12-02 07:55:17 main:581] : INFO : Epoch 1982 | loss: 0.0311884 | val_loss: 0.0311972 | Time: 1808.08 ms
[2021-12-02 07:55:19 main:581] : INFO : Epoch 1983 | loss: 0.0311879 | val_loss: 0.031198 | Time: 1801.24 ms
[2021-12-02 07:55:21 main:581] : INFO : Epoch 1984 | loss: 0.0311876 | val_loss: 0.0311992 | Time: 1866.54 ms
[2021-12-02 07:55:23 main:581] : INFO : Epoch 1985 | loss: 0.0311885 | val_loss: 0.0311983 | Time: 1829.39 ms
[2021-12-02 07:55:25 main:581] : INFO : Epoch 1986 | loss: 0.0311889 | val_loss: 0.0311986 | Time: 1851.82 ms
[2021-12-02 07:55:26 main:581] : INFO : Epoch 1987 | loss: 0.0311881 | val_loss: 0.0312012 | Time: 1839.89 ms
[2021-12-02 07:55:28 main:581] : INFO : Epoch 1988 | loss: 0.0311892 | val_loss: 0.0311999 | Time: 1840.7 ms
[2021-12-02 07:55:30 main:581] : INFO : Epoch 1989 | loss: 0.0311888 | val_loss: 0.0311985 | Time: 1820.65 ms
[2021-12-02 07:55:32 main:581] : INFO : Epoch 1990 | loss: 0.0311882 | val_loss: 0.0311991 | Time: 1816.23 ms
[2021-12-02 07:55:34 main:581] : INFO : Epoch 1991 | loss: 0.0311883 | val_loss: 0.0311993 | Time: 1869.84 ms
[2021-12-02 07:55:36 main:581] : INFO : Epoch 1992 | loss: 0.0311887 | val_loss: 0.0311992 | Time: 1779.15 ms
[2021-12-02 07:55:37 main:581] : INFO : Epoch 1993 | loss: 0.0311871 | val_loss: 0.0311982 | Time: 1790.35 ms
[2021-12-02 07:55:39 main:581] : INFO : Epoch 1994 | loss: 0.031187 | val_loss: 0.0311983 | Time: 1768.77 ms
[2021-12-02 07:55:41 main:581] : INFO : Epoch 1995 | loss: 0.0311875 | val_loss: 0.0311989 | Time: 1865.03 ms
[2021-12-02 07:55:43 main:581] : INFO : Epoch 1996 | loss: 0.0311873 | val_loss: 0.0312 | Time: 1864.36 ms
[2021-12-02 07:55:45 main:581] : INFO : Epoch 1997 | loss: 0.0311888 | val_loss: 0.0311997 | Time: 1823.81 ms
[2021-12-02 07:55:47 main:581] : INFO : Epoch 1998 | loss: 0.0311879 | val_loss: 0.0311979 | Time: 1827.92 ms
[2021-12-02 07:55:48 main:581] : INFO : Epoch 1999 | loss: 0.031188 | val_loss: 0.0311965 | Time: 1774.45 ms
[2021-12-02 07:55:50 main:581] : INFO : Epoch 2000 | loss: 0.0311888 | val_loss: 0.0311993 | Time: 1776.5 ms
[2021-12-02 07:55:52 main:581] : INFO : Epoch 2001 | loss: 0.0311902 | val_loss: 0.0312016 | Time: 1818.57 ms
[2021-12-02 07:55:54 main:581] : INFO : Epoch 2002 | loss: 0.0311909 | val_loss: 0.0311996 | Time: 1790.06 ms
[2021-12-02 07:55:55 main:581] : INFO : Epoch 2003 | loss: 0.0311895 | val_loss: 0.031199 | Time: 1786.16 ms
[2021-12-02 07:55:57 main:581] : INFO : Epoch 2004 | loss: 0.0311886 | val_loss: 0.0311979 | Time: 1787.77 ms
[2021-12-02 07:55:59 main:581] : INFO : Epoch 2005 | loss: 0.0311889 | val_loss: 0.0311975 | Time: 1863.53 ms
[2021-12-02 07:56:01 main:581] : INFO : Epoch 2006 | loss: 0.0311893 | val_loss: 0.031203 | Time: 1791.9 ms
[2021-12-02 07:56:03 main:581] : INFO : Epoch 2007 | loss: 0.0311893 | val_loss: 0.0311976 | Time: 1837.57 ms
[2021-12-02 07:56:05 main:581] : INFO : Epoch 2008 | loss: 0.0311879 | val_loss: 0.0311977 | Time: 1791.07 ms
[2021-12-02 07:56:06 main:581] : INFO : Epoch 2009 | loss: 0.0311887 | val_loss: 0.0311987 | Time: 1863.43 ms
[2021-12-02 07:56:08 main:581] : INFO : Epoch 2010 | loss: 0.031189 | val_loss: 0.0311982 | Time: 1791.19 ms
[2021-12-02 07:56:10 main:581] : INFO : Epoch 2011 | loss: 0.0311875 | val_loss: 0.0312 | Time: 1820.67 ms
[2021-12-02 07:56:12 main:581] : INFO : Epoch 2012 | loss: 0.0311888 | val_loss: 0.0311987 | Time: 1842.78 ms
[2021-12-02 07:56:14 main:581] : INFO : Epoch 2013 | loss: 0.0311908 | val_loss: 0.0312112 | Time: 1825.72 ms
[2021-12-02 07:56:16 main:581] : INFO : Epoch 2014 | loss: 0.0311925 | val_loss: 0.0312001 | Time: 1832.7 ms
[2021-12-02 07:56:17 main:581] : INFO : Epoch 2015 | loss: 0.0311875 | val_loss: 0.0311975 | Time: 1788.14 ms
[2021-12-02 07:56:19 main:581] : INFO : Epoch 2016 | loss: 0.0311884 | val_loss: 0.0312009 | Time: 1866.32 ms
[2021-12-02 07:56:21 main:581] : INFO : Epoch 2017 | loss: 0.0311889 | val_loss: 0.0311979 | Time: 1834.14 ms
[2021-12-02 07:56:23 main:581] : INFO : Epoch 2018 | loss: 0.0311878 | val_loss: 0.0311987 | Time: 1815.16 ms
[2021-12-02 07:56:25 main:581] : INFO : Epoch 2019 | loss: 0.0311871 | val_loss: 0.0312065 | Time: 1781.56 ms
[2021-12-02 07:56:26 main:581] : INFO : Epoch 2020 | loss: 0.0311919 | val_loss: 0.0312048 | Time: 1784.16 ms
[2021-12-02 07:56:28 main:581] : INFO : Epoch 2021 | loss: 0.0311895 | val_loss: 0.0312 | Time: 1808.8 ms
[2021-12-02 07:56:30 main:581] : INFO : Epoch 2022 | loss: 0.0311879 | val_loss: 0.0311999 | Time: 1782.42 ms
[2021-12-02 07:56:32 main:581] : INFO : Epoch 2023 | loss: 0.0311862 | val_loss: 0.0311975 | Time: 1807.08 ms
[2021-12-02 07:56:34 main:581] : INFO : Epoch 2024 | loss: 0.0311856 | val_loss: 0.0312048 | Time: 1799.72 ms
[2021-12-02 07:56:35 main:581] : INFO : Epoch 2025 | loss: 0.031191 | val_loss: 0.0312011 | Time: 1842.87 ms
[2021-12-02 07:56:37 main:581] : INFO : Epoch 2026 | loss: 0.0311881 | val_loss: 0.0311994 | Time: 1818.9 ms
[2021-12-02 07:56:39 main:581] : INFO : Epoch 2027 | loss: 0.0311875 | val_loss: 0.0311993 | Time: 1790.28 ms
[2021-12-02 07:56:41 main:581] : INFO : Epoch 2028 | loss: 0.031186 | val_loss: 0.0311986 | Time: 1812.57 ms
[2021-12-02 07:56:43 main:581] : INFO : Epoch 2029 | loss: 0.0311864 | val_loss: 0.0311979 | Time: 1796.2 ms
[2021-12-02 07:56:45 main:581] : INFO : Epoch 2030 | loss: 0.0311865 | val_loss: 0.0311977 | Time: 1879.04 ms
[2021-12-02 07:56:46 main:581] : INFO : Epoch 2031 | loss: 0.031186 | val_loss: 0.0311989 | Time: 1837.23 ms
[2021-12-02 07:56:48 main:581] : INFO : Epoch 2032 | loss: 0.0311863 | val_loss: 0.0311975 | Time: 1869.57 ms
[2021-12-02 07:56:50 main:581] : INFO : Epoch 2033 | loss: 0.0311859 | val_loss: 0.0311991 | Time: 1832.03 ms
[2021-12-02 07:56:52 main:581] : INFO : Epoch 2034 | loss: 0.0311861 | val_loss: 0.0311977 | Time: 1885.24 ms
[2021-12-02 07:56:54 main:581] : INFO : Epoch 2035 | loss: 0.0311866 | val_loss: 0.0311986 | Time: 1828.04 ms
[2021-12-02 07:56:56 main:581] : INFO : Epoch 2036 | loss: 0.0311863 | val_loss: 0.0312023 | Time: 1813.2 ms
[2021-12-02 07:56:57 main:581] : INFO : Epoch 2037 | loss: 0.0311892 | val_loss: 0.0312083 | Time: 1815.38 ms
[2021-12-02 07:56:59 main:581] : INFO : Epoch 2038 | loss: 0.0311885 | val_loss: 0.0311985 | Time: 1826.94 ms
[2021-12-02 07:57:01 main:581] : INFO : Epoch 2039 | loss: 0.0311863 | val_loss: 0.031199 | Time: 1778.98 ms
[2021-12-02 07:57:03 main:581] : INFO : Epoch 2040 | loss: 0.0311871 | val_loss: 0.0311996 | Time: 1839.92 ms
[2021-12-02 07:57:05 main:581] : INFO : Epoch 2041 | loss: 0.0311871 | val_loss: 0.031199 | Time: 1806.3 ms
[2021-12-02 07:57:06 main:581] : INFO : Epoch 2042 | loss: 0.0311862 | val_loss: 0.0311972 | Time: 1830.66 ms
[2021-12-02 07:57:08 main:581] : INFO : Epoch 2043 | loss: 0.0311866 | val_loss: 0.0311986 | Time: 1844 ms
[2021-12-02 07:57:10 main:581] : INFO : Epoch 2044 | loss: 0.0312061 | val_loss: 0.0312147 | Time: 1807.75 ms
[2021-12-02 07:57:12 main:581] : INFO : Epoch 2045 | loss: 0.031203 | val_loss: 0.0312048 | Time: 1807.45 ms
[2021-12-02 07:57:14 main:581] : INFO : Epoch 2046 | loss: 0.0311988 | val_loss: 0.0312021 | Time: 1864.13 ms
[2021-12-02 07:57:16 main:581] : INFO : Epoch 2047 | loss: 0.0311952 | val_loss: 0.0312006 | Time: 1815.15 ms
[2021-12-02 07:57:17 main:581] : INFO : Epoch 2048 | loss: 0.0311924 | val_loss: 0.0312019 | Time: 1801.33 ms
[2021-12-02 07:57:17 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312019
[2021-12-02 07:57:17 main:610] : INFO : Saving end state to config to file
[2021-12-02 07:57:17 main:615] : INFO : Success, exiting..
07:57:17 (7855): 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)