Task 9196531
| Name | ParityModified-1636226205-31521-3-0_0 |
| Workunit | 6632335 |
| Created | 26 Nov 2021, 9:02:29 UTC |
| Sent | 2 Dec 2021, 1:32:36 UTC |
| Report deadline | 10 Dec 2021, 1:32:36 UTC |
| Received | 2 Dec 2021, 4:45:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16860 |
| Run time | 1 hours 3 min |
| CPU time | 1 hours 2 min 18 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 | 2.32 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> 04:29:37 main:581] : INFO : Epoch 1538 | loss: 0.0311863 | val_loss: 0.0311946 | Time: 1808.07 ms [2021-12-02 04:29:39 main:581] : INFO : Epoch 1539 | loss: 0.0311865 | val_loss: 0.0311949 | Time: 1811.86 ms [2021-12-02 04:29:41 main:581] : INFO : Epoch 1540 | loss: 0.0311858 | val_loss: 0.0311936 | Time: 1824.5 ms [2021-12-02 04:29:43 main:581] : INFO : Epoch 1541 | loss: 0.0311906 | val_loss: 0.0312077 | Time: 1827.3 ms [2021-12-02 04:29:45 main:581] : INFO : Epoch 1542 | loss: 0.0312155 | val_loss: 0.0312141 | Time: 1792.04 ms [2021-12-02 04:29:46 main:581] : INFO : Epoch 1543 | loss: 0.031213 | val_loss: 0.0312098 | Time: 1797.38 ms [2021-12-02 04:29:48 main:581] : INFO : Epoch 1544 | loss: 0.0312068 | val_loss: 0.0312075 | Time: 1803.63 ms [2021-12-02 04:29:50 main:581] : INFO : Epoch 1545 | loss: 0.0312046 | val_loss: 0.0312064 | Time: 1855.83 ms [2021-12-02 04:29:52 main:581] : INFO : Epoch 1546 | loss: 0.0312046 | val_loss: 0.0312053 | Time: 1830.1 ms [2021-12-02 04:29:54 main:581] : INFO : Epoch 1547 | loss: 0.0312046 | val_loss: 0.0312076 | Time: 1814.61 ms [2021-12-02 04:29:56 main:581] : INFO : Epoch 1548 | loss: 0.031204 | val_loss: 0.0312044 | Time: 1803.64 ms [2021-12-02 04:29:57 main:581] : INFO : Epoch 1549 | loss: 0.0312015 | val_loss: 0.0312066 | Time: 1811.79 ms [2021-12-02 04:29:59 main:581] : INFO : Epoch 1550 | loss: 0.0312033 | val_loss: 0.0312058 | Time: 1806.97 ms [2021-12-02 04:30:01 main:581] : INFO : Epoch 1551 | loss: 0.0312006 | val_loss: 0.0312045 | Time: 1813.67 ms [2021-12-02 04:30:03 main:581] : INFO : Epoch 1552 | loss: 0.0311997 | val_loss: 0.0312055 | Time: 1804.15 ms [2021-12-02 04:30:05 main:581] : INFO : Epoch 1553 | loss: 0.0312021 | val_loss: 0.0312101 | Time: 1811.51 ms [2021-12-02 04:30:06 main:581] : INFO : Epoch 1554 | loss: 0.0312011 | val_loss: 0.031203 | Time: 1782.81 ms [2021-12-02 04:30:08 main:581] : INFO : Epoch 1555 | loss: 0.0312 | val_loss: 0.0312018 | Time: 1789.93 ms [2021-12-02 04:30:10 main:581] : INFO : Epoch 1556 | loss: 0.0311984 | val_loss: 0.0312022 | Time: 1797.6 ms [2021-12-02 04:30:12 main:581] : INFO : Epoch 1557 | loss: 0.0311981 | val_loss: 0.0312015 | Time: 1814.23 ms [2021-12-02 04:30:14 main:581] : INFO : Epoch 1558 | loss: 0.0311994 | val_loss: 0.0312017 | Time: 1796.58 ms [2021-12-02 04:30:15 main:581] : INFO : Epoch 1559 | loss: 0.0311995 | val_loss: 0.0312049 | Time: 1786.04 ms [2021-12-02 04:30:17 main:581] : INFO : Epoch 1560 | loss: 0.0312026 | val_loss: 0.0312062 | Time: 1822.94 ms [2021-12-02 04:30:19 main:581] : INFO : Epoch 1561 | loss: 0.0312005 | val_loss: 0.0312202 | Time: 1847.2 ms [2021-12-02 04:30:21 main:581] : INFO : Epoch 1562 | loss: 0.0312079 | val_loss: 0.0312046 | Time: 1839.86 ms [2021-12-02 04:30:23 main:581] : INFO : Epoch 1563 | loss: 0.0311994 | val_loss: 0.031213 | Time: 1853.44 ms [2021-12-02 04:30:25 main:581] : INFO : Epoch 1564 | loss: 0.0311995 | val_loss: 0.0312084 | Time: 1814.6 ms [2021-12-02 04:30:26 main:581] : INFO : Epoch 1565 | loss: 0.0311982 | val_loss: 0.0312025 | Time: 1805.73 ms [2021-12-02 04:30:28 main:581] : INFO : Epoch 1566 | loss: 0.0311995 | val_loss: 0.0312016 | Time: 1817.68 ms [2021-12-02 04:30:30 main:581] : INFO : Epoch 1567 | loss: 0.0312007 | val_loss: 0.0312019 | Time: 1825.82 ms [2021-12-02 04:30:32 main:581] : INFO : Epoch 1568 | loss: 0.0311996 | val_loss: 0.0312008 | Time: 1891.13 ms [2021-12-02 04:30:34 main:581] : INFO : Epoch 1569 | loss: 0.0311998 | val_loss: 0.031205 | Time: 1821.54 ms [2021-12-02 04:30:36 main:581] : INFO : Epoch 1570 | loss: 0.0311961 | val_loss: 0.0312038 | Time: 1831.38 ms [2021-12-02 04:30:37 main:581] : INFO : Epoch 1571 | loss: 0.0311973 | val_loss: 0.0312018 | Time: 1809.5 ms [2021-12-02 04:30:39 main:581] : INFO : Epoch 1572 | loss: 0.0311964 | val_loss: 0.0312028 | Time: 1797.43 ms [2021-12-02 04:30:41 main:581] : INFO : Epoch 1573 | loss: 0.0311958 | val_loss: 0.0312006 | Time: 1859.21 ms [2021-12-02 04:30:43 main:581] : INFO : Epoch 1574 | loss: 0.0311956 | val_loss: 0.0311999 | Time: 1832.41 ms [2021-12-02 04:30:45 main:581] : INFO : Epoch 1575 | loss: 0.0311953 | val_loss: 0.0312007 | Time: 1792.42 ms [2021-12-02 04:30:47 main:581] : INFO : Epoch 1576 | loss: 0.0311974 | val_loss: 0.0312079 | Time: 1897.91 ms [2021-12-02 04:30:48 main:581] : INFO : Epoch 1577 | loss: 0.0311966 | val_loss: 0.0312046 | Time: 1858.58 ms [2021-12-02 04:30:50 main:581] : INFO : Epoch 1578 | loss: 0.031196 | val_loss: 0.0312003 | Time: 1852.02 ms [2021-12-02 04:30:52 main:581] : INFO : Epoch 1579 | loss: 0.0311979 | val_loss: 0.0311987 | Time: 1828.39 ms [2021-12-02 04:30:54 main:581] : INFO : Epoch 1580 | loss: 0.031197 | val_loss: 0.0312 | Time: 1852.81 ms [2021-12-02 04:30:56 main:581] : INFO : Epoch 1581 | loss: 0.0311958 | val_loss: 0.0311999 | Time: 1825.07 ms [2021-12-02 04:30:58 main:581] : INFO : Epoch 1582 | loss: 0.0311947 | val_loss: 0.0312028 | Time: 1802.53 ms [2021-12-02 04:30:59 main:581] : INFO : Epoch 1583 | loss: 0.0311966 | val_loss: 0.0311988 | Time: 1890.39 ms [2021-12-02 04:31:01 main:581] : INFO : Epoch 1584 | loss: 0.031195 | val_loss: 0.0312002 | Time: 1823.23 ms [2021-12-02 04:31:03 main:581] : INFO : Epoch 1585 | loss: 0.0311943 | val_loss: 0.0311985 | Time: 1799.64 ms [2021-12-02 04:31:05 main:581] : INFO : Epoch 1586 | loss: 0.0311943 | val_loss: 0.0311985 | Time: 1805.61 ms [2021-12-02 04:31:07 main:581] : INFO : Epoch 1587 | loss: 0.0311941 | val_loss: 0.0311993 | Time: 1805.56 ms [2021-12-02 04:31:09 main:581] : INFO : Epoch 1588 | loss: 0.0311938 | val_loss: 0.0311989 | Time: 1878.88 ms [2021-12-02 04:31:10 main:581] : INFO : Epoch 1589 | loss: 0.0311943 | val_loss: 0.0311985 | Time: 1837.65 ms [2021-12-02 04:31:12 main:581] : INFO : Epoch 1590 | loss: 0.0311946 | val_loss: 0.0311984 | Time: 1803.22 ms [2021-12-02 04:31:14 main:581] : INFO : Epoch 1591 | loss: 0.0311936 | val_loss: 0.0311988 | Time: 1856.96 ms [2021-12-02 04:31:16 main:581] : INFO : Epoch 1592 | loss: 0.0311934 | val_loss: 0.0311991 | Time: 1819.46 ms [2021-12-02 04:31:18 main:581] : INFO : Epoch 1593 | loss: 0.0311946 | val_loss: 0.031201 | Time: 1796.61 ms [2021-12-02 04:31:20 main:581] : INFO : Epoch 1594 | loss: 0.0311973 | val_loss: 0.031202 | Time: 1851.72 ms [2021-12-02 04:31:21 main:581] : INFO : Epoch 1595 | loss: 0.0311959 | val_loss: 0.031201 | Time: 1787.03 ms [2021-12-02 04:31:23 main:581] : INFO : Epoch 1596 | loss: 0.0311949 | val_loss: 0.0312013 | Time: 1855.47 ms [2021-12-02 04:31:25 main:581] : INFO : Epoch 1597 | loss: 0.0311986 | val_loss: 0.0312047 | Time: 1822.1 ms [2021-12-02 04:31:27 main:581] : INFO : Epoch 1598 | loss: 0.0311985 | val_loss: 0.0312043 | Time: 1797.81 ms [2021-12-02 04:31:29 main:581] : INFO : Epoch 1599 | loss: 0.0311957 | val_loss: 0.0312 | Time: 1831.96 ms [2021-12-02 04:31:30 main:581] : INFO : Epoch 1600 | loss: 0.0311945 | val_loss: 0.0311997 | Time: 1815.8 ms [2021-12-02 04:31:32 main:581] : INFO : Epoch 1601 | loss: 0.0311937 | val_loss: 0.0311996 | Time: 1807.44 ms [2021-12-02 04:31:34 main:581] : INFO : Epoch 1602 | loss: 0.0311941 | val_loss: 0.0311997 | Time: 1809.62 ms [2021-12-02 04:31:36 main:581] : INFO : Epoch 1603 | loss: 0.0311932 | val_loss: 0.0311994 | Time: 1884.55 ms [2021-12-02 04:31:38 main:581] : INFO : Epoch 1604 | loss: 0.0311932 | val_loss: 0.0311989 | Time: 1806.73 ms [2021-12-02 04:31:40 main:581] : INFO : Epoch 1605 | loss: 0.0311931 | val_loss: 0.0311997 | Time: 1831.38 ms [2021-12-02 04:31:41 main:581] : INFO : Epoch 1606 | loss: 0.0311934 | val_loss: 0.0312004 | Time: 1783.64 ms [2021-12-02 04:31:43 main:581] : INFO : Epoch 1607 | loss: 0.0311964 | val_loss: 0.0312001 | Time: 1796.03 ms [2021-12-02 04:31:45 main:581] : INFO : Epoch 1608 | loss: 0.0311956 | val_loss: 0.0311999 | Time: 1783.02 ms [2021-12-02 04:31:47 main:581] : INFO : Epoch 1609 | loss: 0.0311933 | val_loss: 0.0311996 | Time: 1785.89 ms [2021-12-02 04:31:49 main:581] : INFO : Epoch 1610 | loss: 0.0311931 | val_loss: 0.0311996 | Time: 1782.66 ms [2021-12-02 04:31:50 main:581] : INFO : Epoch 1611 | loss: 0.0311928 | val_loss: 0.0312005 | Time: 1801.15 ms [2021-12-02 04:31:52 main:581] : INFO : Epoch 1612 | loss: 0.0311954 | val_loss: 0.0311994 | Time: 1801.96 ms [2021-12-02 04:31:54 main:581] : INFO : Epoch 1613 | loss: 0.0311931 | val_loss: 0.0312018 | Time: 1810.76 ms [2021-12-02 04:31:56 main:581] : INFO : Epoch 1614 | loss: 0.0311939 | val_loss: 0.0312028 | Time: 1794 ms [2021-12-02 04:31:58 main:581] : INFO : Epoch 1615 | loss: 0.0311932 | val_loss: 0.031202 | Time: 1797.67 ms [2021-12-02 04:31:59 main:581] : INFO : Epoch 1616 | loss: 0.0311943 | val_loss: 0.0312007 | Time: 1807.79 ms [2021-12-02 04:32:01 main:581] : INFO : Epoch 1617 | loss: 0.0311929 | val_loss: 0.0311985 | Time: 1817.53 ms [2021-12-02 04:32:03 main:581] : INFO : Epoch 1618 | loss: 0.0311935 | val_loss: 0.031201 | Time: 1814.29 ms [2021-12-02 04:32:05 main:581] : INFO : Epoch 1619 | loss: 0.0311936 | val_loss: 0.0311989 | Time: 1836.59 ms [2021-12-02 04:32:07 main:581] : INFO : Epoch 1620 | loss: 0.0311939 | val_loss: 0.0312021 | Time: 1828.65 ms [2021-12-02 04:32:09 main:581] : INFO : Epoch 1621 | loss: 0.031193 | val_loss: 0.0312008 | Time: 1877.48 ms [2021-12-02 04:32:10 main:581] : INFO : Epoch 1622 | loss: 0.0311928 | val_loss: 0.0311999 | Time: 1849.19 ms [2021-12-02 04:32:12 main:581] : INFO : Epoch 1623 | loss: 0.0311926 | val_loss: 0.0312011 | Time: 1868.81 ms [2021-12-02 04:32:14 main:581] : INFO : Epoch 1624 | loss: 0.0311929 | val_loss: 0.0311998 | Time: 1910.8 ms [2021-12-02 04:32:16 main:581] : INFO : Epoch 1625 | loss: 0.0311927 | val_loss: 0.0311995 | Time: 1846.75 ms [2021-12-02 04:32:18 main:581] : INFO : Epoch 1626 | loss: 0.0311935 | val_loss: 0.0311984 | Time: 1802.14 ms [2021-12-02 04:32:20 main:581] : INFO : Epoch 1627 | loss: 0.0311939 | val_loss: 0.0312012 | Time: 1828.99 ms [2021-12-02 04:32:21 main:581] : INFO : Epoch 1628 | loss: 0.0311921 | val_loss: 0.0312012 | Time: 1782.17 ms [2021-12-02 04:32:23 main:581] : INFO : Epoch 1629 | loss: 0.0311923 | val_loss: 0.0311986 | Time: 1792.97 ms [2021-12-02 04:32:25 main:581] : INFO : Epoch 1630 | loss: 0.0311943 | val_loss: 0.0311993 | Time: 1815.54 ms [2021-12-02 04:32:27 main:581] : INFO : Epoch 1631 | loss: 0.031193 | val_loss: 0.0311984 | Time: 1791.56 ms [2021-12-02 04:32:29 main:581] : INFO : Epoch 1632 | loss: 0.0311939 | val_loss: 0.0311997 | Time: 1798.03 ms [2021-12-02 04:32:30 main:581] : INFO : Epoch 1633 | loss: 0.0311942 | val_loss: 0.0312035 | Time: 1809.94 ms [2021-12-02 04:32:32 main:581] : INFO : Epoch 1634 | loss: 0.0311957 | val_loss: 0.0312001 | Time: 1828.01 ms [2021-12-02 04:32:34 main:581] : INFO : Epoch 1635 | loss: 0.031193 | val_loss: 0.0311985 | Time: 1800.94 ms [2021-12-02 04:32:36 main:581] : INFO : Epoch 1636 | loss: 0.0311925 | val_loss: 0.0312019 | Time: 1790.83 ms [2021-12-02 04:32:38 main:581] : INFO : Epoch 1637 | loss: 0.0311941 | val_loss: 0.0312044 | Time: 1788.28 ms [2021-12-02 04:32:39 main:581] : INFO : Epoch 1638 | loss: 0.0311946 | val_loss: 0.0311997 | Time: 1790.44 ms [2021-12-02 04:32:41 main:581] : INFO : Epoch 1639 | loss: 0.0311922 | val_loss: 0.0311978 | Time: 1806.3 ms [2021-12-02 04:32:43 main:581] : INFO : Epoch 1640 | loss: 0.0311923 | val_loss: 0.0312001 | Time: 1799.26 ms [2021-12-02 04:32:45 main:581] : INFO : Epoch 1641 | loss: 0.0311937 | val_loss: 0.0312013 | Time: 1788.37 ms [2021-12-02 04:32:47 main:581] : INFO : Epoch 1642 | loss: 0.031195 | val_loss: 0.0312044 | Time: 1829.12 ms [2021-12-02 04:32:48 main:581] : INFO : Epoch 1643 | loss: 0.0311996 | val_loss: 0.0312034 | Time: 1826.81 ms [2021-12-02 04:32:50 main:581] : INFO : Epoch 1644 | loss: 0.0311965 | val_loss: 0.0312026 | Time: 1795.51 ms [2021-12-02 04:32:52 main:581] : INFO : Epoch 1645 | loss: 0.0311935 | val_loss: 0.0312005 | Time: 1804.98 ms [2021-12-02 04:32:54 main:581] : INFO : Epoch 1646 | loss: 0.031194 | val_loss: 0.0311989 | Time: 1834.91 ms [2021-12-02 04:32:56 main:581] : INFO : Epoch 1647 | loss: 0.0311938 | val_loss: 0.0311983 | Time: 1805.34 ms [2021-12-02 04:32:58 main:581] : INFO : Epoch 1648 | loss: 0.031195 | val_loss: 0.0311981 | Time: 1784.43 ms [2021-12-02 04:32:59 main:581] : INFO : Epoch 1649 | loss: 0.0311949 | val_loss: 0.0311997 | Time: 1803.6 ms [2021-12-02 04:33:01 main:581] : INFO : Epoch 1650 | loss: 0.031192 | val_loss: 0.0311991 | Time: 1804.98 ms [2021-12-02 04:33:03 main:581] : INFO : Epoch 1651 | loss: 0.0311913 | val_loss: 0.0311992 | Time: 1824.78 ms [2021-12-02 04:33:05 main:581] : INFO : Epoch 1652 | loss: 0.0311931 | val_loss: 0.0311989 | Time: 1958.18 ms [2021-12-02 04:33:07 main:581] : INFO : Epoch 1653 | loss: 0.0311915 | val_loss: 0.0311984 | Time: 1810.39 ms [2021-12-02 04:33:09 main:581] : INFO : Epoch 1654 | loss: 0.0311919 | val_loss: 0.0311996 | Time: 1784.39 ms [2021-12-02 04:33:10 main:581] : INFO : Epoch 1655 | loss: 0.0311908 | val_loss: 0.0312001 | Time: 1839.59 ms [2021-12-02 04:33:12 main:581] : INFO : Epoch 1656 | loss: 0.0311917 | val_loss: 0.0311998 | Time: 1796.28 ms [2021-12-02 04:33:14 main:581] : INFO : Epoch 1657 | loss: 0.0311911 | val_loss: 0.0312003 | Time: 1805.29 ms [2021-12-02 04:33:16 main:581] : INFO : Epoch 1658 | loss: 0.0311909 | val_loss: 0.0311984 | Time: 1788.02 ms [2021-12-02 04:33:18 main:581] : INFO : Epoch 1659 | loss: 0.0311923 | val_loss: 0.0311992 | Time: 1789.52 ms [2021-12-02 04:33:19 main:581] : INFO : Epoch 1660 | loss: 0.0311916 | val_loss: 0.0311994 | Time: 1812.71 ms [2021-12-02 04:33:21 main:581] : INFO : Epoch 1661 | loss: 0.0311912 | val_loss: 0.0312019 | Time: 1795.72 ms [2021-12-02 04:33:23 main:581] : INFO : Epoch 1662 | loss: 0.031192 | val_loss: 0.0311981 | Time: 1802.6 ms [2021-12-02 04:33:25 main:581] : INFO : Epoch 1663 | loss: 0.0311909 | val_loss: 0.0311985 | Time: 1847.62 ms [2021-12-02 04:33:27 main:581] : INFO : Epoch 1664 | loss: 0.0311917 | val_loss: 0.0312046 | Time: 1809.69 ms [2021-12-02 04:33:28 main:581] : INFO : Epoch 1665 | loss: 0.0311919 | val_loss: 0.0311972 | Time: 1838.81 ms [2021-12-02 04:33:30 main:581] : INFO : Epoch 1666 | loss: 0.0311905 | val_loss: 0.0311998 | Time: 1830.34 ms [2021-12-02 04:33:32 main:581] : INFO : Epoch 1667 | loss: 0.0311903 | val_loss: 0.0311989 | Time: 1897.8 ms [2021-12-02 04:33:34 main:581] : INFO : Epoch 1668 | loss: 0.0311929 | val_loss: 0.0311999 | Time: 2012.82 ms [2021-12-02 04:33:36 main:581] : INFO : Epoch 1669 | loss: 0.0311912 | val_loss: 0.0311975 | Time: 2062.21 ms [2021-12-02 04:33:38 main:581] : INFO : Epoch 1670 | loss: 0.0311904 | val_loss: 0.0311985 | Time: 1849.67 ms [2021-12-02 04:33:40 main:581] : INFO : Epoch 1671 | loss: 0.0311909 | val_loss: 0.0312011 | Time: 1811.25 ms [2021-12-02 04:33:42 main:581] : INFO : Epoch 1672 | loss: 0.0311914 | val_loss: 0.0311999 | Time: 1785.58 ms [2021-12-02 04:33:43 main:581] : INFO : Epoch 1673 | loss: 0.0311917 | val_loss: 0.0311989 | Time: 1804.16 ms [2021-12-02 04:33:45 main:581] : INFO : Epoch 1674 | loss: 0.0311908 | val_loss: 0.0312003 | Time: 1807.9 ms [2021-12-02 04:33:47 main:581] : INFO : Epoch 1675 | loss: 0.0311907 | val_loss: 0.0312009 | Time: 1802.2 ms [2021-12-02 04:33:49 main:581] : INFO : Epoch 1676 | loss: 0.0311905 | val_loss: 0.0311986 | Time: 1811.25 ms [2021-12-02 04:33:51 main:581] : INFO : Epoch 1677 | loss: 0.0311901 | val_loss: 0.0311988 | Time: 1785.65 ms [2021-12-02 04:33:52 main:581] : INFO : Epoch 1678 | loss: 0.0311911 | val_loss: 0.0312012 | Time: 1789.63 ms [2021-12-02 04:33:54 main:581] : INFO : Epoch 1679 | loss: 0.0311904 | val_loss: 0.0311972 | Time: 1778.62 ms [2021-12-02 04:33:56 main:581] : INFO : Epoch 1680 | loss: 0.0311921 | val_loss: 0.0311972 | Time: 1802.06 ms [2021-12-02 04:33:58 main:581] : INFO : Epoch 1681 | loss: 0.0311947 | val_loss: 0.0312026 | Time: 1801.05 ms [2021-12-02 04:34:00 main:581] : INFO : Epoch 1682 | loss: 0.0311978 | val_loss: 0.0311996 | Time: 1824.14 ms [2021-12-02 04:34:02 main:581] : INFO : Epoch 1683 | loss: 0.0311922 | val_loss: 0.0311978 | Time: 1803.4 ms [2021-12-02 04:34:03 main:581] : INFO : Epoch 1684 | loss: 0.0311901 | val_loss: 0.0312001 | Time: 1798.35 ms [2021-12-02 04:34:05 main:581] : INFO : Epoch 1685 | loss: 0.0311899 | val_loss: 0.0311974 | Time: 1804.52 ms [2021-12-02 04:34:07 main:581] : INFO : Epoch 1686 | loss: 0.0311892 | val_loss: 0.031197 | Time: 1803.04 ms [2021-12-02 04:34:09 main:581] : INFO : Epoch 1687 | loss: 0.0311893 | val_loss: 0.0311998 | Time: 1785.5 ms [2021-12-02 04:34:10 main:581] : INFO : Epoch 1688 | loss: 0.0311894 | val_loss: 0.031198 | Time: 1798.89 ms [2021-12-02 04:34:12 main:581] : INFO : Epoch 1689 | loss: 0.0311897 | val_loss: 0.0311975 | Time: 1799.06 ms [2021-12-02 04:34:14 main:581] : INFO : Epoch 1690 | loss: 0.0311924 | val_loss: 0.0312011 | Time: 1788.05 ms [2021-12-02 04:34:16 main:581] : INFO : Epoch 1691 | loss: 0.0311898 | val_loss: 0.0311983 | Time: 1821.77 ms [2021-12-02 04:34:18 main:581] : INFO : Epoch 1692 | loss: 0.0311898 | val_loss: 0.0311998 | Time: 1824.38 ms [2021-12-02 04:34:20 main:581] : INFO : Epoch 1693 | loss: 0.0311897 | val_loss: 0.0311991 | Time: 1820.44 ms [2021-12-02 04:34:21 main:581] : INFO : Epoch 1694 | loss: 0.0311898 | val_loss: 0.0311997 | Time: 1795.35 ms [2021-12-02 04:34:23 main:581] : INFO : Epoch 1695 | loss: 0.0311888 | val_loss: 0.0311982 | Time: 1825.96 ms [2021-12-02 04:34:25 main:581] : INFO : Epoch 1696 | loss: 0.0311893 | val_loss: 0.0311975 | Time: 1801 ms [2021-12-02 04:34:27 main:581] : INFO : Epoch 1697 | loss: 0.031192 | val_loss: 0.0311999 | Time: 1791.56 ms [2021-12-02 04:34:29 main:581] : INFO : Epoch 1698 | loss: 0.031193 | val_loss: 0.0311988 | Time: 1789.31 ms [2021-12-02 04:34:30 main:581] : INFO : Epoch 1699 | loss: 0.0311908 | val_loss: 0.0311988 | Time: 1813.87 ms [2021-12-02 04:34:32 main:581] : INFO : Epoch 1700 | loss: 0.0311914 | val_loss: 0.0311992 | Time: 1833.18 ms [2021-12-02 04:34:34 main:581] : INFO : Epoch 1701 | loss: 0.0311924 | val_loss: 0.0311988 | Time: 1789.43 ms [2021-12-02 04:34:36 main:581] : INFO : Epoch 1702 | loss: 0.0311899 | val_loss: 0.0311998 | Time: 1802.89 ms [2021-12-02 04:34:38 main:581] : INFO : Epoch 1703 | loss: 0.03119 | val_loss: 0.031199 | Time: 1802.5 ms [2021-12-02 04:34:39 main:581] : INFO : Epoch 1704 | loss: 0.0311918 | val_loss: 0.0311987 | Time: 1833.57 ms [2021-12-02 04:34:41 main:581] : INFO : Epoch 1705 | loss: 0.0311926 | val_loss: 0.0312 | Time: 1815.07 ms [2021-12-02 04:34:43 main:581] : INFO : Epoch 1706 | loss: 0.0311911 | val_loss: 0.031201 | Time: 1793.02 ms [2021-12-02 04:34:45 main:581] : INFO : Epoch 1707 | loss: 0.0311922 | val_loss: 0.0311996 | Time: 1798.52 ms [2021-12-02 04:34:47 main:581] : INFO : Epoch 1708 | loss: 0.0311905 | val_loss: 0.0311993 | Time: 1781.99 ms [2021-12-02 04:34:48 main:581] : INFO : Epoch 1709 | loss: 0.0311909 | val_loss: 0.0311969 | Time: 1811.73 ms [2021-12-02 04:34:50 main:581] : INFO : Epoch 1710 | loss: 0.0311895 | val_loss: 0.0311984 | Time: 1827.96 ms [2021-12-02 04:34:52 main:581] : INFO : Epoch 1711 | loss: 0.0311902 | val_loss: 0.0311981 | Time: 1839.45 ms [2021-12-02 04:34:54 main:581] : INFO : Epoch 1712 | loss: 0.0311897 | val_loss: 0.0311976 | Time: 1853.19 ms [2021-12-02 04:34:56 main:581] : INFO : Epoch 1713 | loss: 0.0311894 | val_loss: 0.0311984 | Time: 1862.25 ms [2021-12-02 04:34:58 main:581] : INFO : Epoch 1714 | loss: 0.0311887 | val_loss: 0.0311973 | Time: 1887.82 ms [2021-12-02 04:35:00 main:581] : INFO : Epoch 1715 | loss: 0.0311895 | val_loss: 0.0311976 | Time: 1893.87 ms [2021-12-02 04:35:01 main:581] : INFO : Epoch 1716 | loss: 0.0311908 | val_loss: 0.0311984 | Time: 1822.7 ms [2021-12-02 04:35:03 main:581] : INFO : Epoch 1717 | loss: 0.0311905 | val_loss: 0.0312015 | Time: 1791.18 ms [2021-12-02 04:35:05 main:581] : INFO : Epoch 1718 | loss: 0.0311899 | val_loss: 0.0311967 | Time: 1812.91 ms [2021-12-02 04:35:07 main:581] : INFO : Epoch 1719 | loss: 0.0311894 | val_loss: 0.0311995 | Time: 1802.38 ms [2021-12-02 04:35:09 main:581] : INFO : Epoch 1720 | loss: 0.031189 | val_loss: 0.0311975 | Time: 1807.76 ms [2021-12-02 04:35:10 main:581] : INFO : Epoch 1721 | loss: 0.031189 | val_loss: 0.0311977 | Time: 1804.05 ms [2021-12-02 04:35:12 main:581] : INFO : Epoch 1722 | loss: 0.0311886 | val_loss: 0.0311972 | Time: 1854.1 ms [2021-12-02 04:35:14 main:581] : INFO : Epoch 1723 | loss: 0.031189 | val_loss: 0.0312028 | Time: 1816.25 ms [2021-12-02 04:35:16 main:581] : INFO : Epoch 1724 | loss: 0.0311891 | val_loss: 0.0311968 | Time: 1784.54 ms [2021-12-02 04:35:18 main:581] : INFO : Epoch 1725 | loss: 0.0311882 | val_loss: 0.0311992 | Time: 1808.97 ms [2021-12-02 04:35:20 main:581] : INFO : Epoch 1726 | loss: 0.0311884 | val_loss: 0.0311984 | Time: 1842.33 ms [2021-12-02 04:35:21 main:581] : INFO : Epoch 1727 | loss: 0.0311871 | val_loss: 0.0311983 | Time: 1851.64 ms [2021-12-02 04:35:23 main:581] : INFO : Epoch 1728 | loss: 0.0311871 | val_loss: 0.031199 | Time: 1786.97 ms [2021-12-02 04:35:25 main:581] : INFO : Epoch 1729 | loss: 0.0311893 | val_loss: 0.0311975 | Time: 1789.47 ms [2021-12-02 04:35:27 main:581] : INFO : Epoch 1730 | loss: 0.0311874 | val_loss: 0.0311966 | Time: 1801.04 ms [2021-12-02 04:35:29 main:581] : INFO : Epoch 1731 | loss: 0.031188 | val_loss: 0.0312001 | Time: 1801.28 ms [2021-12-02 04:35:30 main:581] : INFO : Epoch 1732 | loss: 0.03119 | val_loss: 0.0311982 | Time: 1780.57 ms [2021-12-02 04:35:32 main:581] : INFO : Epoch 1733 | loss: 0.0311898 | val_loss: 0.031204 | Time: 1794.99 ms [2021-12-02 04:35:34 main:581] : INFO : Epoch 1734 | loss: 0.0311911 | val_loss: 0.0311987 | Time: 1808.67 ms [2021-12-02 04:35:36 main:581] : INFO : Epoch 1735 | loss: 0.0311894 | val_loss: 0.0311982 | Time: 1834.75 ms [2021-12-02 04:35:38 main:581] : INFO : Epoch 1736 | loss: 0.0311892 | val_loss: 0.0312007 | Time: 1788.81 ms [2021-12-02 04:35:39 main:581] : INFO : Epoch 1737 | loss: 0.0311889 | val_loss: 0.0311998 | Time: 1794.9 ms [2021-12-02 04:35:41 main:581] : INFO : Epoch 1738 | loss: 0.0311897 | val_loss: 0.0312016 | Time: 1809.42 ms [2021-12-02 04:35:43 main:581] : INFO : Epoch 1739 | loss: 0.0311874 | val_loss: 0.0311976 | Time: 1794.04 ms [2021-12-02 04:35:45 main:581] : INFO : Epoch 1740 | loss: 0.0311872 | val_loss: 0.0311997 | Time: 1815.37 ms [2021-12-02 04:35:47 main:581] : INFO : Epoch 1741 | loss: 0.0311875 | val_loss: 0.0311974 | Time: 1804.35 ms [2021-12-02 04:35:48 main:581] : INFO : Epoch 1742 | loss: 0.0311874 | val_loss: 0.0311982 | Time: 1786.12 ms [2021-12-02 04:35:50 main:581] : INFO : Epoch 1743 | loss: 0.0311872 | val_loss: 0.0311972 | Time: 1826.52 ms [2021-12-02 04:35:52 main:581] : INFO : Epoch 1744 | loss: 0.0311869 | val_loss: 0.0311978 | Time: 1812.94 ms [2021-12-02 04:35:54 main:581] : INFO : Epoch 1745 | loss: 0.031187 | val_loss: 0.0311982 | Time: 1797.51 ms [2021-12-02 04:35:56 main:581] : INFO : Epoch 1746 | loss: 0.0311877 | val_loss: 0.0311965 | Time: 1815.13 ms [2021-12-02 04:35:57 main:581] : INFO : Epoch 1747 | loss: 0.0311897 | val_loss: 0.0311987 | Time: 1801.75 ms [2021-12-02 04:35:59 main:581] : INFO : Epoch 1748 | loss: 0.0311896 | val_loss: 0.0311975 | Time: 1796.51 ms [2021-12-02 04:36:01 main:581] : INFO : Epoch 1749 | loss: 0.0311899 | val_loss: 0.0311975 | Time: 1798.7 ms [2021-12-02 04:36:03 main:581] : INFO : Epoch 1750 | loss: 0.0311884 | val_loss: 0.0311966 | Time: 1898.49 ms [2021-12-02 04:36:05 main:581] : INFO : Epoch 1751 | loss: 0.0311872 | val_loss: 0.031196 | Time: 1791.64 ms [2021-12-02 04:36:07 main:581] : INFO : Epoch 1752 | loss: 0.0311881 | val_loss: 0.0311965 | Time: 1800.42 ms [2021-12-02 04:36:08 main:581] : INFO : Epoch 1753 | loss: 0.031188 | val_loss: 0.0311976 | Time: 1807.19 ms [2021-12-02 04:36:10 main:581] : INFO : Epoch 1754 | loss: 0.0311891 | val_loss: 0.0312021 | Time: 1861.17 ms [2021-12-02 04:36:12 main:581] : INFO : Epoch 1755 | loss: 0.0311882 | val_loss: 0.031199 | Time: 1857.59 ms [2021-12-02 04:36:14 main:581] : INFO : Epoch 1756 | loss: 0.0311883 | val_loss: 0.0311967 | Time: 1845.1 ms [2021-12-02 04:36:16 main:581] : INFO : Epoch 1757 | loss: 0.0311886 | val_loss: 0.0312009 | Time: 1835.26 ms [2021-12-02 04:36:18 main:581] : INFO : Epoch 1758 | loss: 0.0311885 | val_loss: 0.0311969 | Time: 1867.85 ms [2021-12-02 04:36:20 main:581] : INFO : Epoch 1759 | loss: 0.0311876 | val_loss: 0.0311995 | Time: 1948.07 ms [2021-12-02 04:36:21 main:581] : INFO : Epoch 1760 | loss: 0.0311885 | val_loss: 0.0311995 | Time: 1807.6 ms [2021-12-02 04:36:23 main:581] : INFO : Epoch 1761 | loss: 0.0311878 | val_loss: 0.0311976 | Time: 1785.75 ms [2021-12-02 04:36:25 main:581] : INFO : Epoch 1762 | loss: 0.031187 | val_loss: 0.0311978 | Time: 1836.07 ms [2021-12-02 04:36:27 main:581] : INFO : Epoch 1763 | loss: 0.0311869 | val_loss: 0.0311981 | Time: 1786.7 ms [2021-12-02 04:36:29 main:581] : INFO : Epoch 1764 | loss: 0.0311872 | val_loss: 0.0311968 | Time: 1820.91 ms [2021-12-02 04:36:30 main:581] : INFO : Epoch 1765 | loss: 0.0311875 | val_loss: 0.0311978 | Time: 1796.55 ms [2021-12-02 04:36:32 main:581] : INFO : Epoch 1766 | loss: 0.03119 | val_loss: 0.0312007 | Time: 1795.87 ms [2021-12-02 04:36:34 main:581] : INFO : Epoch 1767 | loss: 0.0311889 | val_loss: 0.031197 | Time: 1778.78 ms [2021-12-02 04:36:36 main:581] : INFO : Epoch 1768 | loss: 0.0311875 | val_loss: 0.0311982 | Time: 1790.08 ms [2021-12-02 04:36:38 main:581] : INFO : Epoch 1769 | loss: 0.0311873 | val_loss: 0.0311966 | Time: 1799.93 ms [2021-12-02 04:36:39 main:581] : INFO : Epoch 1770 | loss: 0.0311884 | val_loss: 0.0311988 | Time: 1845.75 ms [2021-12-02 04:36:41 main:581] : INFO : Epoch 1771 | loss: 0.0311873 | val_loss: 0.0311993 | Time: 1808.44 ms [2021-12-02 04:36:43 main:581] : INFO : Epoch 1772 | loss: 0.0311879 | val_loss: 0.0311979 | Time: 1784.71 ms [2021-12-02 04:36:45 main:581] : INFO : Epoch 1773 | loss: 0.031188 | val_loss: 0.0312003 | Time: 1799.17 ms [2021-12-02 04:36:47 main:581] : INFO : Epoch 1774 | loss: 0.0311881 | val_loss: 0.031196 | Time: 1814.3 ms [2021-12-02 04:36:48 main:581] : INFO : Epoch 1775 | loss: 0.031192 | val_loss: 0.0312036 | Time: 1828.76 ms [2021-12-02 04:36:50 main:581] : INFO : Epoch 1776 | loss: 0.0312025 | val_loss: 0.0312199 | Time: 1790.31 ms [2021-12-02 04:36:52 main:581] : INFO : Epoch 1777 | loss: 0.0435589 | val_loss: 0.0338736 | Time: 1784.63 ms [2021-12-02 04:36:54 main:581] : INFO : Epoch 1778 | loss: 0.050962 | val_loss: 0.0411432 | Time: 1855 ms [2021-12-02 04:36:56 main:581] : INFO : Epoch 1779 | loss: 0.0361152 | val_loss: 0.0339387 | Time: 1788.89 ms [2021-12-02 04:36:58 main:581] : INFO : Epoch 1780 | loss: 0.0321403 | val_loss: 0.0314917 | Time: 1899.77 ms [2021-12-02 04:36:59 main:581] : INFO : Epoch 1781 | loss: 0.0314025 | val_loss: 0.0313523 | Time: 1790.41 ms [2021-12-02 04:37:01 main:581] : INFO : Epoch 1782 | loss: 0.0313151 | val_loss: 0.0312881 | Time: 1785.45 ms [2021-12-02 04:37:03 main:581] : INFO : Epoch 1783 | loss: 0.0312872 | val_loss: 0.0312829 | Time: 1777.97 ms [2021-12-02 04:37:05 main:581] : INFO : Epoch 1784 | loss: 0.0312797 | val_loss: 0.0312693 | Time: 1829.61 ms [2021-12-02 04:37:07 main:581] : INFO : Epoch 1785 | loss: 0.0312719 | val_loss: 0.0312682 | Time: 1786.12 ms [2021-12-02 04:37:08 main:581] : INFO : Epoch 1786 | loss: 0.031267 | val_loss: 0.0312609 | Time: 1801.68 ms [2021-12-02 04:37:10 main:581] : INFO : Epoch 1787 | loss: 0.0312638 | val_loss: 0.0312614 | Time: 1829.12 ms [2021-12-02 04:37:12 main:581] : INFO : Epoch 1788 | loss: 0.03126 | val_loss: 0.0312549 | Time: 1818.84 ms [2021-12-02 04:37:14 main:581] : INFO : Epoch 1789 | loss: 0.0312546 | val_loss: 0.031252 | Time: 1856.74 ms [2021-12-02 04:37:16 main:581] : INFO : Epoch 1790 | loss: 0.0312521 | val_loss: 0.0312505 | Time: 1844.96 ms [2021-12-02 04:37:17 main:581] : INFO : Epoch 1791 | loss: 0.0312496 | val_loss: 0.0312468 | Time: 1791.22 ms [2021-12-02 04:37:19 main:581] : INFO : Epoch 1792 | loss: 0.0312481 | val_loss: 0.0312444 | Time: 1868.19 ms [2021-12-02 04:37:21 main:581] : INFO : Epoch 1793 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 1784.03 ms [2021-12-02 04:37:23 main:581] : INFO : Epoch 1794 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 1791.16 ms [2021-12-02 04:37:25 main:581] : INFO : Epoch 1795 | loss: 0.0312429 | val_loss: 0.0312428 | Time: 1788.63 ms [2021-12-02 04:37:26 main:581] : INFO : Epoch 1796 | loss: 0.031242 | val_loss: 0.0312406 | Time: 1792.85 ms [2021-12-02 04:37:28 main:581] : INFO : Epoch 1797 | loss: 0.0312389 | val_loss: 0.0312396 | Time: 1792.14 ms [2021-12-02 04:37:30 main:581] : INFO : Epoch 1798 | loss: 0.0312385 | val_loss: 0.0312358 | Time: 1820.97 ms [2021-12-02 04:37:32 main:581] : INFO : Epoch 1799 | loss: 0.0312366 | val_loss: 0.0312365 | Time: 1837.86 ms [2021-12-02 04:37:34 main:581] : INFO : Epoch 1800 | loss: 0.0312365 | val_loss: 0.0312355 | Time: 1826.68 ms [2021-12-02 04:37:36 main:581] : INFO : Epoch 1801 | loss: 0.0312382 | val_loss: 0.0312429 | Time: 1897.8 ms [2021-12-02 04:37:37 main:581] : INFO : Epoch 1802 | loss: 0.0312351 | val_loss: 0.0312329 | Time: 1799.03 ms [2021-12-02 04:37:39 main:581] : INFO : Epoch 1803 | loss: 0.031235 | val_loss: 0.0312312 | Time: 1875.02 ms [2021-12-02 04:37:41 main:581] : INFO : Epoch 1804 | loss: 0.031234 | val_loss: 0.0312362 | Time: 1848.08 ms [2021-12-02 04:37:43 main:581] : INFO : Epoch 1805 | loss: 0.0312363 | val_loss: 0.0312528 | Time: 1819.13 ms [2021-12-02 04:37:45 main:581] : INFO : Epoch 1806 | loss: 0.0312355 | val_loss: 0.0312287 | Time: 1785.34 ms [2021-12-02 04:37:47 main:581] : INFO : Epoch 1807 | loss: 0.0312291 | val_loss: 0.0312274 | Time: 1813.19 ms [2021-12-02 04:37:48 main:581] : INFO : Epoch 1808 | loss: 0.0312309 | val_loss: 0.0312273 | Time: 1863.82 ms [2021-12-02 04:37:50 main:581] : INFO : Epoch 1809 | loss: 0.0312293 | val_loss: 0.0312295 | Time: 1863.49 ms [2021-12-02 04:37:52 main:581] : INFO : Epoch 1810 | loss: 0.0312299 | val_loss: 0.0312345 | Time: 1789.36 ms [2021-12-02 04:37:54 main:581] : INFO : Epoch 1811 | loss: 0.0312315 | val_loss: 0.0312274 | Time: 1815.86 ms [2021-12-02 04:37:56 main:581] : INFO : Epoch 1812 | loss: 0.0312283 | val_loss: 0.0312278 | Time: 1799.16 ms [2021-12-02 04:37:58 main:581] : INFO : Epoch 1813 | loss: 0.0312268 | val_loss: 0.0312267 | Time: 1782.62 ms [2021-12-02 04:37:59 main:581] : INFO : Epoch 1814 | loss: 0.0312272 | val_loss: 0.031236 | Time: 1846.97 ms [2021-12-02 04:38:01 main:581] : INFO : Epoch 1815 | loss: 0.0312316 | val_loss: 0.0312377 | Time: 1822.62 ms [2021-12-02 04:38:03 main:581] : INFO : Epoch 1816 | loss: 0.0312301 | val_loss: 0.031226 | Time: 1823.58 ms [2021-12-02 04:38:05 main:581] : INFO : Epoch 1817 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 1810.52 ms [2021-12-02 04:38:07 main:581] : INFO : Epoch 1818 | loss: 0.0312313 | val_loss: 0.0312258 | Time: 1817.98 ms [2021-12-02 04:38:08 main:581] : INFO : Epoch 1819 | loss: 0.031227 | val_loss: 0.0312248 | Time: 1798.23 ms [2021-12-02 04:38:10 main:581] : INFO : Epoch 1820 | loss: 0.0312257 | val_loss: 0.0312242 | Time: 1854.17 ms [2021-12-02 04:38:12 main:581] : INFO : Epoch 1821 | loss: 0.0312242 | val_loss: 0.0312236 | Time: 1783.48 ms [2021-12-02 04:38:14 main:581] : INFO : Epoch 1822 | loss: 0.0312249 | val_loss: 0.0312224 | Time: 1785.51 ms [2021-12-02 04:38:16 main:581] : INFO : Epoch 1823 | loss: 0.0312232 | val_loss: 0.031223 | Time: 1846.1 ms [2021-12-02 04:38:18 main:581] : INFO : Epoch 1824 | loss: 0.0312247 | val_loss: 0.0312291 | Time: 1813.48 ms [2021-12-02 04:38:19 main:581] : INFO : Epoch 1825 | loss: 0.0312228 | val_loss: 0.031221 | Time: 1878.2 ms [2021-12-02 04:38:21 main:581] : INFO : Epoch 1826 | loss: 0.0312206 | val_loss: 0.0312211 | Time: 1781.58 ms [2021-12-02 04:38:23 main:581] : INFO : Epoch 1827 | loss: 0.0312213 | val_loss: 0.0312209 | Time: 1786.45 ms [2021-12-02 04:38:25 main:581] : INFO : Epoch 1828 | loss: 0.0312262 | val_loss: 0.0312274 | Time: 1807.19 ms [2021-12-02 04:38:27 main:581] : INFO : Epoch 1829 | loss: 0.0312229 | val_loss: 0.0312201 | Time: 1814.59 ms [2021-12-02 04:38:28 main:581] : INFO : Epoch 1830 | loss: 0.0312207 | val_loss: 0.0312192 | Time: 1803.77 ms [2021-12-02 04:38:30 main:581] : INFO : Epoch 1831 | loss: 0.0312194 | val_loss: 0.0312207 | Time: 1840.22 ms [2021-12-02 04:38:32 main:581] : INFO : Epoch 1832 | loss: 0.0312193 | val_loss: 0.0312209 | Time: 1840.71 ms [2021-12-02 04:38:34 main:581] : INFO : Epoch 1833 | loss: 0.0312248 | val_loss: 0.0312168 | Time: 1804.72 ms [2021-12-02 04:38:36 main:581] : INFO : Epoch 1834 | loss: 0.0312237 | val_loss: 0.0312173 | Time: 1866.89 ms [2021-12-02 04:38:38 main:581] : INFO : Epoch 1835 | loss: 0.0312158 | val_loss: 0.0312151 | Time: 1841.16 ms [2021-12-02 04:38:39 main:581] : INFO : Epoch 1836 | loss: 0.0312155 | val_loss: 0.0312209 | Time: 1814.8 ms [2021-12-02 04:38:41 main:581] : INFO : Epoch 1837 | loss: 0.0312158 | val_loss: 0.0312139 | Time: 1789.07 ms [2021-12-02 04:38:43 main:581] : INFO : Epoch 1838 | loss: 0.0312137 | val_loss: 0.0312107 | Time: 1790.58 ms [2021-12-02 04:38:45 main:581] : INFO : Epoch 1839 | loss: 0.0312136 | val_loss: 0.0312127 | Time: 1779.57 ms [2021-12-02 04:38:47 main:581] : INFO : Epoch 1840 | loss: 0.0312136 | val_loss: 0.0312101 | Time: 1785.76 ms [2021-12-02 04:38:48 main:581] : INFO : Epoch 1841 | loss: 0.0312105 | val_loss: 0.0312125 | Time: 1847.64 ms [2021-12-02 04:38:50 main:581] : INFO : Epoch 1842 | loss: 0.031213 | val_loss: 0.0312147 | Time: 1805.44 ms [2021-12-02 04:38:52 main:581] : INFO : Epoch 1843 | loss: 0.0312143 | val_loss: 0.0312159 | Time: 1825.69 ms [2021-12-02 04:38:54 main:581] : INFO : Epoch 1844 | loss: 0.0312127 | val_loss: 0.0312076 | Time: 1832.63 ms [2021-12-02 04:38:56 main:581] : INFO : Epoch 1845 | loss: 0.0312096 | val_loss: 0.0312088 | Time: 1922.74 ms [2021-12-02 04:38:58 main:581] : INFO : Epoch 1846 | loss: 0.0312103 | val_loss: 0.031211 | Time: 1821.25 ms [2021-12-02 04:38:59 main:581] : INFO : Epoch 1847 | loss: 0.0312091 | val_loss: 0.0312116 | Time: 1882.09 ms [2021-12-02 04:39:01 main:581] : INFO : Epoch 1848 | loss: 0.0312119 | val_loss: 0.0312148 | Time: 1888.26 ms [2021-12-02 04:39:03 main:581] : INFO : Epoch 1849 | loss: 0.0312122 | val_loss: 0.0312079 | Time: 1796.91 ms [2021-12-02 04:39:05 main:581] : INFO : Epoch 1850 | loss: 0.0312135 | val_loss: 0.0312169 | Time: 1794.98 ms [2021-12-02 04:39:07 main:581] : INFO : Epoch 1851 | loss: 0.0312093 | val_loss: 0.031206 | Time: 1784.61 ms [2021-12-02 04:39:09 main:581] : INFO : Epoch 1852 | loss: 0.0312107 | val_loss: 0.0312082 | Time: 1816.29 ms [2021-12-02 04:39:10 main:581] : INFO : Epoch 1853 | loss: 0.0312082 | val_loss: 0.0312148 | Time: 1818.73 ms [2021-12-02 04:39:12 main:581] : INFO : Epoch 1854 | loss: 0.0312099 | val_loss: 0.0312052 | Time: 1836.7 ms [2021-12-02 04:39:14 main:581] : INFO : Epoch 1855 | loss: 0.0312067 | val_loss: 0.0312074 | Time: 1788.65 ms [2021-12-02 04:39:16 main:581] : INFO : Epoch 1856 | loss: 0.0312097 | val_loss: 0.0312057 | Time: 1791.25 ms [2021-12-02 04:39:18 main:581] : INFO : Epoch 1857 | loss: 0.0312101 | val_loss: 0.0312079 | Time: 1806.18 ms [2021-12-02 04:39:19 main:581] : INFO : Epoch 1858 | loss: 0.0312073 | val_loss: 0.0312053 | Time: 1825.41 ms [2021-12-02 04:39:21 main:581] : INFO : Epoch 1859 | loss: 0.0312097 | val_loss: 0.0312131 | Time: 1829.89 ms [2021-12-02 04:39:23 main:581] : INFO : Epoch 1860 | loss: 0.0312087 | val_loss: 0.031205 | Time: 1855.58 ms [2021-12-02 04:39:25 main:581] : INFO : Epoch 1861 | loss: 0.0312058 | val_loss: 0.0312033 | Time: 1794.56 ms [2021-12-02 04:39:27 main:581] : INFO : Epoch 1862 | loss: 0.0312051 | val_loss: 0.0312033 | Time: 1805.62 ms [2021-12-02 04:39:29 main:581] : INFO : Epoch 1863 | loss: 0.031207 | val_loss: 0.0312119 | Time: 1796.08 ms [2021-12-02 04:39:30 main:581] : INFO : Epoch 1864 | loss: 0.0312084 | val_loss: 0.0312072 | Time: 1793.45 ms [2021-12-02 04:39:32 main:581] : INFO : Epoch 1865 | loss: 0.0312092 | val_loss: 0.0312046 | Time: 1787.91 ms [2021-12-02 04:39:34 main:581] : INFO : Epoch 1866 | loss: 0.0312133 | val_loss: 0.0312201 | Time: 1784.43 ms [2021-12-02 04:39:36 main:581] : INFO : Epoch 1867 | loss: 0.0312081 | val_loss: 0.0312048 | Time: 1786.86 ms [2021-12-02 04:39:37 main:581] : INFO : Epoch 1868 | loss: 0.0312062 | val_loss: 0.0312071 | Time: 1781.18 ms [2021-12-02 04:39:39 main:581] : INFO : Epoch 1869 | loss: 0.0312071 | val_loss: 0.0312064 | Time: 1794.14 ms [2021-12-02 04:39:41 main:581] : INFO : Epoch 1870 | loss: 0.0312071 | val_loss: 0.0312132 | Time: 1798.62 ms [2021-12-02 04:39:43 main:581] : INFO : Epoch 1871 | loss: 0.0312103 | val_loss: 0.0312049 | Time: 1791.65 ms [2021-12-02 04:39:45 main:581] : INFO : Epoch 1872 | loss: 0.0312032 | val_loss: 0.0312019 | Time: 1808.53 ms [2021-12-02 04:39:46 main:581] : INFO : Epoch 1873 | loss: 0.0312087 | val_loss: 0.0312034 | Time: 1782.55 ms [2021-12-02 04:39:48 main:581] : INFO : Epoch 1874 | loss: 0.0312046 | val_loss: 0.0312056 | Time: 1825.45 ms [2021-12-02 04:39:50 main:581] : INFO : Epoch 1875 | loss: 0.0312034 | val_loss: 0.031203 | Time: 1807.58 ms [2021-12-02 04:39:52 main:581] : INFO : Epoch 1876 | loss: 0.0312029 | val_loss: 0.0312007 | Time: 1784.83 ms [2021-12-02 04:39:54 main:581] : INFO : Epoch 1877 | loss: 0.0312025 | val_loss: 0.0312032 | Time: 1794.15 ms [2021-12-02 04:39:55 main:581] : INFO : Epoch 1878 | loss: 0.0312016 | val_loss: 0.0312011 | Time: 1789.92 ms [2021-12-02 04:39:57 main:581] : INFO : Epoch 1879 | loss: 0.0312011 | val_loss: 0.0312021 | Time: 1786.25 ms [2021-12-02 04:39:59 main:581] : INFO : Epoch 1880 | loss: 0.0312033 | val_loss: 0.0312038 | Time: 1780.47 ms [2021-12-02 04:40:01 main:581] : INFO : Epoch 1881 | loss: 0.0312025 | val_loss: 0.0312023 | Time: 1829.09 ms [2021-12-02 04:40:03 main:581] : INFO : Epoch 1882 | loss: 0.0312023 | val_loss: 0.0312023 | Time: 1816.8 ms [2021-12-02 04:40:04 main:581] : INFO : Epoch 1883 | loss: 0.0312015 | val_loss: 0.0312019 | Time: 1807.95 ms [2021-12-02 04:40:06 main:581] : INFO : Epoch 1884 | loss: 0.0312013 | val_loss: 0.0312124 | Time: 1781.82 ms [2021-12-02 04:40:08 main:581] : INFO : Epoch 1885 | loss: 0.0312066 | val_loss: 0.0312258 | Time: 1782.9 ms [2021-12-02 04:40:10 main:581] : INFO : Epoch 1886 | loss: 0.0312034 | val_loss: 0.0312014 | Time: 1816.12 ms [2021-12-02 04:40:12 main:581] : INFO : Epoch 1887 | loss: 0.0312018 | val_loss: 0.0312001 | Time: 1823.95 ms [2021-12-02 04:40:14 main:581] : INFO : Epoch 1888 | loss: 0.031203 | val_loss: 0.0312025 | Time: 1833.35 ms [2021-12-02 04:40:15 main:581] : INFO : Epoch 1889 | loss: 0.0312031 | val_loss: 0.0312061 | Time: 1864.91 ms [2021-12-02 04:40:17 main:581] : INFO : Epoch 1890 | loss: 0.031203 | val_loss: 0.0312055 | Time: 1820.63 ms [2021-12-02 04:40:19 main:581] : INFO : Epoch 1891 | loss: 0.0312021 | val_loss: 0.0312029 | Time: 1866.44 ms [2021-12-02 04:40:21 main:581] : INFO : Epoch 1892 | loss: 0.0312034 | val_loss: 0.0312023 | Time: 1860.47 ms [2021-12-02 04:40:23 main:581] : INFO : Epoch 1893 | loss: 0.0312077 | val_loss: 0.0311996 | Time: 1813.3 ms [2021-12-02 04:40:25 main:581] : INFO : Epoch 1894 | loss: 0.0312072 | val_loss: 0.0312001 | Time: 1826.87 ms [2021-12-02 04:40:26 main:581] : INFO : Epoch 1895 | loss: 0.0312018 | val_loss: 0.0312023 | Time: 1809.35 ms [2021-12-02 04:40:28 main:581] : INFO : Epoch 1896 | loss: 0.0312038 | val_loss: 0.0312078 | Time: 1791.26 ms [2021-12-02 04:40:30 main:581] : INFO : Epoch 1897 | loss: 0.0312047 | val_loss: 0.0312002 | Time: 1821.61 ms [2021-12-02 04:40:32 main:581] : INFO : Epoch 1898 | loss: 0.0311996 | val_loss: 0.0312005 | Time: 1786.05 ms [2021-12-02 04:40:34 main:581] : INFO : Epoch 1899 | loss: 0.0312073 | val_loss: 0.0312067 | Time: 1793.88 ms [2021-12-02 04:40:35 main:581] : INFO : Epoch 1900 | loss: 0.0312099 | val_loss: 0.0312045 | Time: 1804.9 ms [2021-12-02 04:40:37 main:581] : INFO : Epoch 1901 | loss: 0.0312066 | val_loss: 0.0312029 | Time: 1820.5 ms [2021-12-02 04:40:39 main:581] : INFO : Epoch 1902 | loss: 0.0312036 | val_loss: 0.0312008 | Time: 1835.8 ms [2021-12-02 04:40:41 main:581] : INFO : Epoch 1903 | loss: 0.0312053 | val_loss: 0.0312027 | Time: 1839.07 ms [2021-12-02 04:40:43 main:581] : INFO : Epoch 1904 | loss: 0.0312025 | val_loss: 0.0312048 | Time: 1784.62 ms [2021-12-02 04:40:44 main:581] : INFO : Epoch 1905 | loss: 0.0312004 | val_loss: 0.0311998 | Time: 1804.13 ms [2021-12-02 04:40:46 main:581] : INFO : Epoch 1906 | loss: 0.0312034 | val_loss: 0.031212 | Time: 1811.6 ms [2021-12-02 04:40:48 main:581] : INFO : Epoch 1907 | loss: 0.0312066 | val_loss: 0.0312006 | Time: 1807.18 ms [2021-12-02 04:40:50 main:581] : INFO : Epoch 1908 | loss: 0.0312037 | val_loss: 0.0312012 | Time: 1786.43 ms [2021-12-02 04:40:52 main:581] : INFO : Epoch 1909 | loss: 0.0312009 | val_loss: 0.0311991 | Time: 1783.93 ms [2021-12-02 04:40:53 main:581] : INFO : Epoch 1910 | loss: 0.0312045 | val_loss: 0.0312145 | Time: 1820.36 ms [2021-12-02 04:40:55 main:581] : INFO : Epoch 1911 | loss: 0.0312046 | val_loss: 0.0312087 | Time: 1792.82 ms [2021-12-02 04:40:57 main:581] : INFO : Epoch 1912 | loss: 0.0312041 | val_loss: 0.031199 | Time: 1775.11 ms [2021-12-02 04:40:59 main:581] : INFO : Epoch 1913 | loss: 0.0312064 | val_loss: 0.0312001 | Time: 1804.42 ms [2021-12-02 04:41:01 main:581] : INFO : Epoch 1914 | loss: 0.0312028 | val_loss: 0.0311995 | Time: 1814.24 ms [2021-12-02 04:41:02 main:581] : INFO : Epoch 1915 | loss: 0.0311997 | val_loss: 0.031202 | Time: 1796.33 ms [2021-12-02 04:41:04 main:581] : INFO : Epoch 1916 | loss: 0.0311999 | val_loss: 0.031199 | Time: 1832.71 ms [2021-12-02 04:41:06 main:581] : INFO : Epoch 1917 | loss: 0.0312013 | val_loss: 0.0312062 | Time: 1785.53 ms [2021-12-02 04:41:08 main:581] : INFO : Epoch 1918 | loss: 0.0312038 | val_loss: 0.0312007 | Time: 1821.54 ms [2021-12-02 04:41:10 main:581] : INFO : Epoch 1919 | loss: 0.0312038 | val_loss: 0.0312008 | Time: 1818.66 ms [2021-12-02 04:41:12 main:581] : INFO : Epoch 1920 | loss: 0.0311989 | val_loss: 0.0312053 | Time: 1823.76 ms [2021-12-02 04:41:13 main:581] : INFO : Epoch 1921 | loss: 0.031201 | val_loss: 0.0312013 | Time: 1780.11 ms [2021-12-02 04:41:15 main:581] : INFO : Epoch 1922 | loss: 0.0312023 | val_loss: 0.0312008 | Time: 1795.4 ms [2021-12-02 04:41:17 main:581] : INFO : Epoch 1923 | loss: 0.0312013 | val_loss: 0.0311992 | Time: 1807.76 ms [2021-12-02 04:41:19 main:581] : INFO : Epoch 1924 | loss: 0.0312017 | val_loss: 0.0312068 | Time: 1807.24 ms [2021-12-02 04:41:21 main:581] : INFO : Epoch 1925 | loss: 0.0312027 | val_loss: 0.0312015 | Time: 1868.28 ms [2021-12-02 04:41:22 main:581] : INFO : Epoch 1926 | loss: 0.0312036 | val_loss: 0.0311985 | Time: 1815.69 ms [2021-12-02 04:41:24 main:581] : INFO : Epoch 1927 | loss: 0.0311997 | val_loss: 0.0312015 | Time: 1803.74 ms [2021-12-02 04:41:26 main:581] : INFO : Epoch 1928 | loss: 0.0312001 | val_loss: 0.0311999 | Time: 1808.22 ms [2021-12-02 04:41:28 main:581] : INFO : Epoch 1929 | loss: 0.0311997 | val_loss: 0.0312007 | Time: 1785.91 ms [2021-12-02 04:41:30 main:581] : INFO : Epoch 1930 | loss: 0.0311993 | val_loss: 0.0311987 | Time: 1890.13 ms [2021-12-02 04:41:32 main:581] : INFO : Epoch 1931 | loss: 0.031201 | val_loss: 0.0312012 | Time: 1848.74 ms [2021-12-02 04:41:33 main:581] : INFO : Epoch 1932 | loss: 0.031201 | val_loss: 0.0312066 | Time: 1811.18 ms [2021-12-02 04:41:35 main:581] : INFO : Epoch 1933 | loss: 0.0312026 | val_loss: 0.0312066 | Time: 1857.71 ms [2021-12-02 04:41:37 main:581] : INFO : Epoch 1934 | loss: 0.0312041 | val_loss: 0.0312112 | Time: 1841.86 ms [2021-12-02 04:41:39 main:581] : INFO : Epoch 1935 | loss: 0.0312062 | val_loss: 0.0312032 | Time: 1815.34 ms [2021-12-02 04:41:41 main:581] : INFO : Epoch 1936 | loss: 0.0312018 | val_loss: 0.0312024 | Time: 1856.41 ms [2021-12-02 04:41:43 main:581] : INFO : Epoch 1937 | loss: 0.0312023 | val_loss: 0.0312019 | Time: 1830.56 ms [2021-12-02 04:41:44 main:581] : INFO : Epoch 1938 | loss: 0.0312004 | val_loss: 0.0312041 | Time: 1779.59 ms [2021-12-02 04:41:46 main:581] : INFO : Epoch 1939 | loss: 0.0312033 | val_loss: 0.0311992 | Time: 1782.35 ms [2021-12-02 04:41:48 main:581] : INFO : Epoch 1940 | loss: 0.0312031 | val_loss: 0.0312022 | Time: 1833.71 ms [2021-12-02 04:41:50 main:581] : INFO : Epoch 1941 | loss: 0.0312033 | val_loss: 0.0312026 | Time: 1795.63 ms [2021-12-02 04:41:52 main:581] : INFO : Epoch 1942 | loss: 0.031205 | val_loss: 0.031205 | Time: 1834.87 ms [2021-12-02 04:41:53 main:581] : INFO : Epoch 1943 | loss: 0.0312035 | val_loss: 0.0312011 | Time: 1841.62 ms [2021-12-02 04:41:55 main:581] : INFO : Epoch 1944 | loss: 0.0312003 | val_loss: 0.0311983 | Time: 1813.23 ms [2021-12-02 04:41:57 main:581] : INFO : Epoch 1945 | loss: 0.0311982 | val_loss: 0.0311977 | Time: 1792.26 ms [2021-12-02 04:41:59 main:581] : INFO : Epoch 1946 | loss: 0.0311982 | val_loss: 0.0312008 | Time: 1777.93 ms [2021-12-02 04:42:01 main:581] : INFO : Epoch 1947 | loss: 0.0311994 | val_loss: 0.0312037 | Time: 1803.64 ms [2021-12-02 04:42:02 main:581] : INFO : Epoch 1948 | loss: 0.031201 | val_loss: 0.0312045 | Time: 1805.36 ms [2021-12-02 04:42:04 main:581] : INFO : Epoch 1949 | loss: 0.0312011 | val_loss: 0.0312055 | Time: 1840.71 ms [2021-12-02 04:42:06 main:581] : INFO : Epoch 1950 | loss: 0.0312001 | val_loss: 0.0312013 | Time: 1798.65 ms [2021-12-02 04:42:08 main:581] : INFO : Epoch 1951 | loss: 0.0312024 | val_loss: 0.0312013 | Time: 1804.24 ms [2021-12-02 04:42:10 main:581] : INFO : Epoch 1952 | loss: 0.0312005 | val_loss: 0.0312019 | Time: 1780.99 ms [2021-12-02 04:42:11 main:581] : INFO : Epoch 1953 | loss: 0.0312001 | val_loss: 0.0311999 | Time: 1794.6 ms [2021-12-02 04:42:13 main:581] : INFO : Epoch 1954 | loss: 0.0311988 | val_loss: 0.0311974 | Time: 1792.05 ms [2021-12-02 04:42:15 main:581] : INFO : Epoch 1955 | loss: 0.0311976 | val_loss: 0.0312017 | Time: 1815.1 ms [2021-12-02 04:42:17 main:581] : INFO : Epoch 1956 | loss: 0.0312021 | val_loss: 0.0312081 | Time: 1811.04 ms [2021-12-02 04:42:19 main:581] : INFO : Epoch 1957 | loss: 0.0311991 | val_loss: 0.0311995 | Time: 1812.42 ms [2021-12-02 04:42:20 main:581] : INFO : Epoch 1958 | loss: 0.0311997 | val_loss: 0.0311984 | Time: 1787.05 ms [2021-12-02 04:42:22 main:581] : INFO : Epoch 1959 | loss: 0.0311989 | val_loss: 0.0311986 | Time: 1782.64 ms [2021-12-02 04:42:24 main:581] : INFO : Epoch 1960 | loss: 0.0311975 | val_loss: 0.0312061 | Time: 1825.43 ms [2021-12-02 04:42:26 main:581] : INFO : Epoch 1961 | loss: 0.0312038 | val_loss: 0.031199 | Time: 1795.65 ms [2021-12-02 04:42:28 main:581] : INFO : Epoch 1962 | loss: 0.0312016 | val_loss: 0.0312033 | Time: 1840.9 ms [2021-12-02 04:42:29 main:581] : INFO : Epoch 1963 | loss: 0.031202 | val_loss: 0.0311989 | Time: 1791.99 ms [2021-12-02 04:42:31 main:581] : INFO : Epoch 1964 | loss: 0.031199 | val_loss: 0.0312028 | Time: 1817.95 ms [2021-12-02 04:42:33 main:581] : INFO : Epoch 1965 | loss: 0.0312002 | val_loss: 0.0311982 | Time: 1792.08 ms [2021-12-02 04:42:35 main:581] : INFO : Epoch 1966 | loss: 0.0312101 | val_loss: 0.031209 | Time: 1795.86 ms [2021-12-02 04:42:37 main:581] : INFO : Epoch 1967 | loss: 0.0312033 | val_loss: 0.0312054 | Time: 1797.46 ms [2021-12-02 04:42:38 main:581] : INFO : Epoch 1968 | loss: 0.0311987 | val_loss: 0.0311997 | Time: 1780.96 ms [2021-12-02 04:42:40 main:581] : INFO : Epoch 1969 | loss: 0.0312022 | val_loss: 0.031197 | Time: 1816.37 ms [2021-12-02 04:42:42 main:581] : INFO : Epoch 1970 | loss: 0.0312046 | val_loss: 0.0312041 | Time: 1818.79 ms [2021-12-02 04:42:44 main:581] : INFO : Epoch 1971 | loss: 0.0312014 | val_loss: 0.0311989 | Time: 1787.42 ms [2021-12-02 04:42:46 main:581] : INFO : Epoch 1972 | loss: 0.0312009 | val_loss: 0.0312063 | Time: 1789.39 ms [2021-12-02 04:42:47 main:581] : INFO : Epoch 1973 | loss: 0.0311996 | val_loss: 0.0311994 | Time: 1782.5 ms [2021-12-02 04:42:49 main:581] : INFO : Epoch 1974 | loss: 0.0311956 | val_loss: 0.0311967 | Time: 1803.47 ms [2021-12-02 04:42:51 main:581] : INFO : Epoch 1975 | loss: 0.0311987 | val_loss: 0.031197 | Time: 1798.17 ms [2021-12-02 04:42:53 main:581] : INFO : Epoch 1976 | loss: 0.0311982 | val_loss: 0.031196 | Time: 1823.58 ms [2021-12-02 04:42:55 main:581] : INFO : Epoch 1977 | loss: 0.0311997 | val_loss: 0.0312036 | Time: 1815.24 ms [2021-12-02 04:42:57 main:581] : INFO : Epoch 1978 | loss: 0.0312014 | val_loss: 0.0312014 | Time: 1868.83 ms [2021-12-02 04:42:58 main:581] : INFO : Epoch 1979 | loss: 0.0312022 | val_loss: 0.031197 | Time: 1839.25 ms [2021-12-02 04:43:00 main:581] : INFO : Epoch 1980 | loss: 0.0312012 | val_loss: 0.0312025 | Time: 1846.12 ms [2021-12-02 04:43:02 main:581] : INFO : Epoch 1981 | loss: 0.0312006 | val_loss: 0.0311981 | Time: 1856.99 ms [2021-12-02 04:43:04 main:581] : INFO : Epoch 1982 | loss: 0.0312056 | val_loss: 0.0312044 | Time: 1808.39 ms [2021-12-02 04:43:06 main:581] : INFO : Epoch 1983 | loss: 0.0312071 | val_loss: 0.0312055 | Time: 1814.25 ms [2021-12-02 04:43:08 main:581] : INFO : Epoch 1984 | loss: 0.0312 | val_loss: 0.0312 | Time: 1802.19 ms [2021-12-02 04:43:09 main:581] : INFO : Epoch 1985 | loss: 0.0311993 | val_loss: 0.031202 | Time: 1809.08 ms [2021-12-02 04:43:11 main:581] : INFO : Epoch 1986 | loss: 0.0312043 | val_loss: 0.0312096 | Time: 1805.72 ms [2021-12-02 04:43:13 main:581] : INFO : Epoch 1987 | loss: 0.0312039 | val_loss: 0.0311965 | Time: 1805.5 ms [2021-12-02 04:43:15 main:581] : INFO : Epoch 1988 | loss: 0.0312036 | val_loss: 0.0311974 | Time: 1819 ms [2021-12-02 04:43:17 main:581] : INFO : Epoch 1989 | loss: 0.0311978 | val_loss: 0.0311979 | Time: 1785.73 ms [2021-12-02 04:43:18 main:581] : INFO : Epoch 1990 | loss: 0.0311965 | val_loss: 0.0312056 | Time: 1803.41 ms [2021-12-02 04:43:20 main:581] : INFO : Epoch 1991 | loss: 0.031198 | val_loss: 0.0311962 | Time: 1833 ms [2021-12-02 04:43:22 main:581] : INFO : Epoch 1992 | loss: 0.0311974 | val_loss: 0.0311973 | Time: 1788.5 ms [2021-12-02 04:43:24 main:581] : INFO : Epoch 1993 | loss: 0.0312052 | val_loss: 0.0311956 | Time: 1850.4 ms [2021-12-02 04:43:26 main:581] : INFO : Epoch 1994 | loss: 0.0312038 | val_loss: 0.0312065 | Time: 1783.06 ms [2021-12-02 04:43:27 main:581] : INFO : Epoch 1995 | loss: 0.0311981 | val_loss: 0.031197 | Time: 1818.79 ms [2021-12-02 04:43:29 main:581] : INFO : Epoch 1996 | loss: 0.0311976 | val_loss: 0.0311964 | Time: 1821.12 ms [2021-12-02 04:43:31 main:581] : INFO : Epoch 1997 | loss: 0.0311966 | val_loss: 0.0311949 | Time: 1782.64 ms [2021-12-02 04:43:33 main:581] : INFO : Epoch 1998 | loss: 0.0311954 | val_loss: 0.0311957 | Time: 1814.95 ms [2021-12-02 04:43:35 main:581] : INFO : Epoch 1999 | loss: 0.0311958 | val_loss: 0.0311974 | Time: 1810.43 ms [2021-12-02 04:43:36 main:581] : INFO : Epoch 2000 | loss: 0.0311963 | val_loss: 0.0311961 | Time: 1804.74 ms [2021-12-02 04:43:38 main:581] : INFO : Epoch 2001 | loss: 0.0311984 | val_loss: 0.0311989 | Time: 1827.34 ms [2021-12-02 04:43:40 main:581] : INFO : Epoch 2002 | loss: 0.0311978 | val_loss: 0.0311966 | Time: 1831.84 ms [2021-12-02 04:43:42 main:581] : INFO : Epoch 2003 | loss: 0.0311961 | val_loss: 0.0312008 | Time: 1833.17 ms [2021-12-02 04:43:44 main:581] : INFO : Epoch 2004 | loss: 0.0311986 | val_loss: 0.0311976 | Time: 1787.2 ms [2021-12-02 04:43:46 main:581] : INFO : Epoch 2005 | loss: 0.0311986 | val_loss: 0.031195 | Time: 1793.94 ms [2021-12-02 04:43:47 main:581] : INFO : Epoch 2006 | loss: 0.0311934 | val_loss: 0.0311971 | Time: 1792.29 ms [2021-12-02 04:43:49 main:581] : INFO : Epoch 2007 | loss: 0.0311962 | val_loss: 0.0311987 | Time: 1782.63 ms [2021-12-02 04:43:51 main:581] : INFO : Epoch 2008 | loss: 0.0312001 | val_loss: 0.0312119 | Time: 1837.79 ms [2021-12-02 04:43:53 main:581] : INFO : Epoch 2009 | loss: 0.0311969 | val_loss: 0.0311955 | Time: 1783.59 ms [2021-12-02 04:43:55 main:581] : INFO : Epoch 2010 | loss: 0.0311977 | val_loss: 0.0311966 | Time: 1792.16 ms [2021-12-02 04:43:56 main:581] : INFO : Epoch 2011 | loss: 0.0312045 | val_loss: 0.0311956 | Time: 1779.78 ms [2021-12-02 04:43:58 main:581] : INFO : Epoch 2012 | loss: 0.0311995 | val_loss: 0.0311958 | Time: 1776.17 ms [2021-12-02 04:44:00 main:581] : INFO : Epoch 2013 | loss: 0.0311957 | val_loss: 0.0312006 | Time: 1807.05 ms [2021-12-02 04:44:02 main:581] : INFO : Epoch 2014 | loss: 0.0311955 | val_loss: 0.0311962 | Time: 1826.75 ms [2021-12-02 04:44:04 main:581] : INFO : Epoch 2015 | loss: 0.0311968 | val_loss: 0.031201 | Time: 1804.36 ms [2021-12-02 04:44:05 main:581] : INFO : Epoch 2016 | loss: 0.0311953 | val_loss: 0.0312037 | Time: 1799.41 ms [2021-12-02 04:44:07 main:581] : INFO : Epoch 2017 | loss: 0.0311943 | val_loss: 0.0311957 | Time: 1823.62 ms [2021-12-02 04:44:09 main:581] : INFO : Epoch 2018 | loss: 0.031194 | val_loss: 0.0312013 | Time: 1805.59 ms [2021-12-02 04:44:11 main:581] : INFO : Epoch 2019 | loss: 0.0311965 | val_loss: 0.031201 | Time: 1827.78 ms [2021-12-02 04:44:13 main:581] : INFO : Epoch 2020 | loss: 0.0311947 | val_loss: 0.0312017 | Time: 1819.54 ms [2021-12-02 04:44:14 main:581] : INFO : Epoch 2021 | loss: 0.0311998 | val_loss: 0.031211 | Time: 1819.15 ms [2021-12-02 04:44:16 main:581] : INFO : Epoch 2022 | loss: 0.031202 | val_loss: 0.0312018 | Time: 1841.68 ms [2021-12-02 04:44:18 main:581] : INFO : Epoch 2023 | loss: 0.0311983 | val_loss: 0.0312004 | Time: 1822.18 ms [2021-12-02 04:44:20 main:581] : INFO : Epoch 2024 | loss: 0.0311946 | val_loss: 0.0311955 | Time: 1838.57 ms [2021-12-02 04:44:22 main:581] : INFO : Epoch 2025 | loss: 0.031194 | val_loss: 0.0311965 | Time: 1831.22 ms [2021-12-02 04:44:24 main:581] : INFO : Epoch 2026 | loss: 0.0311941 | val_loss: 0.0312004 | Time: 1855.4 ms [2021-12-02 04:44:25 main:581] : INFO : Epoch 2027 | loss: 0.0311939 | val_loss: 0.0311954 | Time: 1779.24 ms [2021-12-02 04:44:27 main:581] : INFO : Epoch 2028 | loss: 0.0311959 | val_loss: 0.0311957 | Time: 1783.81 ms [2021-12-02 04:44:29 main:581] : INFO : Epoch 2029 | loss: 0.0311934 | val_loss: 0.0312002 | Time: 1830.34 ms [2021-12-02 04:44:31 main:581] : INFO : Epoch 2030 | loss: 0.0311946 | val_loss: 0.0311999 | Time: 1817.7 ms [2021-12-02 04:44:33 main:581] : INFO : Epoch 2031 | loss: 0.0311959 | val_loss: 0.0311964 | Time: 1796.42 ms [2021-12-02 04:44:34 main:581] : INFO : Epoch 2032 | loss: 0.0311937 | val_loss: 0.0311988 | Time: 1801.81 ms [2021-12-02 04:44:36 main:581] : INFO : Epoch 2033 | loss: 0.0311962 | val_loss: 0.0312001 | Time: 1781.07 ms [2021-12-02 04:44:38 main:581] : INFO : Epoch 2034 | loss: 0.0311981 | val_loss: 0.0312015 | Time: 1827.15 ms [2021-12-02 04:44:40 main:581] : INFO : Epoch 2035 | loss: 0.0311953 | val_loss: 0.0312054 | Time: 1854.4 ms [2021-12-02 04:44:42 main:581] : INFO : Epoch 2036 | loss: 0.0312011 | val_loss: 0.0312174 | Time: 1809.41 ms [2021-12-02 04:44:44 main:581] : INFO : Epoch 2037 | loss: 0.031196 | val_loss: 0.0311975 | Time: 1823.33 ms [2021-12-02 04:44:45 main:581] : INFO : Epoch 2038 | loss: 0.0311969 | val_loss: 0.0312014 | Time: 1823.66 ms [2021-12-02 04:44:47 main:581] : INFO : Epoch 2039 | loss: 0.0311979 | val_loss: 0.0312022 | Time: 1836.65 ms [2021-12-02 04:44:49 main:581] : INFO : Epoch 2040 | loss: 0.0311996 | val_loss: 0.0312111 | Time: 1828.85 ms [2021-12-02 04:44:51 main:581] : INFO : Epoch 2041 | loss: 0.0311963 | val_loss: 0.0312001 | Time: 1817.93 ms [2021-12-02 04:44:53 main:581] : INFO : Epoch 2042 | loss: 0.0311949 | val_loss: 0.0312008 | Time: 1794.5 ms [2021-12-02 04:44:54 main:581] : INFO : Epoch 2043 | loss: 0.0311962 | val_loss: 0.0311962 | Time: 1801.85 ms [2021-12-02 04:44:56 main:581] : INFO : Epoch 2044 | loss: 0.0311967 | val_loss: 0.0312076 | Time: 1796.85 ms [2021-12-02 04:44:58 main:581] : INFO : Epoch 2045 | loss: 0.0311947 | val_loss: 0.0311995 | Time: 1804.48 ms [2021-12-02 04:45:00 main:581] : INFO : Epoch 2046 | loss: 0.0311953 | val_loss: 0.0311989 | Time: 1895.02 ms [2021-12-02 04:45:02 main:581] : INFO : Epoch 2047 | loss: 0.0311931 | val_loss: 0.0311996 | Time: 1786.68 ms [2021-12-02 04:45:04 main:581] : INFO : Epoch 2048 | loss: 0.0311978 | val_loss: 0.0312061 | Time: 1798.02 ms [2021-12-02 04:45:04 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312061 [2021-12-02 04:45:04 main:610] : INFO : Saving end state to config to file [2021-12-02 04:45:04 main:615] : INFO : Success, exiting.. 04:45:04 (5292): 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)