Task 7370977
| Name | ParityModified-1631731633-13633-0_0 |
| Workunit | 5047050 |
| Created | 15 Sep 2021, 18:47:15 UTC |
| Sent | 16 Sep 2021, 22:36:08 UTC |
| Report deadline | 24 Sep 2021, 22:36:08 UTC |
| Received | 17 Sep 2021, 7:03:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6746 |
| Run time | 1 hours 4 min 7 sec |
| CPU time | 1 hours 1 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,733.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310104 | val_loss: 0.0312902 | Time: 1927.21 ms [2021-09-17 08:47:20 main:574] : INFO : Epoch 1543 | loss: 0.0310095 | val_loss: 0.0312873 | Time: 1859.26 ms [2021-09-17 08:47:22 main:574] : INFO : Epoch 1544 | loss: 0.0310002 | val_loss: 0.0312964 | Time: 1789.39 ms [2021-09-17 08:47:24 main:574] : INFO : Epoch 1545 | loss: 0.0310101 | val_loss: 0.0312754 | Time: 1819.07 ms [2021-09-17 08:47:26 main:574] : INFO : Epoch 1546 | loss: 0.0310178 | val_loss: 0.0312789 | Time: 1785.08 ms [2021-09-17 08:47:28 main:574] : INFO : Epoch 1547 | loss: 0.031016 | val_loss: 0.0312895 | Time: 1861.7 ms [2021-09-17 08:47:30 main:574] : INFO : Epoch 1548 | loss: 0.0310144 | val_loss: 0.0312963 | Time: 1850.93 ms [2021-09-17 08:47:32 main:574] : INFO : Epoch 1549 | loss: 0.0310157 | val_loss: 0.0312826 | Time: 1942.8 ms [2021-09-17 08:47:33 main:574] : INFO : Epoch 1550 | loss: 0.031018 | val_loss: 0.0312815 | Time: 1856.62 ms [2021-09-17 08:47:35 main:574] : INFO : Epoch 1551 | loss: 0.0310116 | val_loss: 0.0313287 | Time: 1820.21 ms [2021-09-17 08:47:37 main:574] : INFO : Epoch 1552 | loss: 0.0310022 | val_loss: 0.0312945 | Time: 1872.52 ms [2021-09-17 08:47:39 main:574] : INFO : Epoch 1553 | loss: 0.0310012 | val_loss: 0.0312789 | Time: 1884.96 ms [2021-09-17 08:47:41 main:574] : INFO : Epoch 1554 | loss: 0.0310126 | val_loss: 0.0312937 | Time: 1802.52 ms [2021-09-17 08:47:43 main:574] : INFO : Epoch 1555 | loss: 0.0310089 | val_loss: 0.0312605 | Time: 1827.78 ms [2021-09-17 08:47:44 main:574] : INFO : Epoch 1556 | loss: 0.0310133 | val_loss: 0.0313009 | Time: 1839.35 ms [2021-09-17 08:47:46 main:574] : INFO : Epoch 1557 | loss: 0.031012 | val_loss: 0.0312774 | Time: 1906.28 ms [2021-09-17 08:47:48 main:574] : INFO : Epoch 1558 | loss: 0.0310057 | val_loss: 0.0312854 | Time: 1829.68 ms [2021-09-17 08:47:50 main:574] : INFO : Epoch 1559 | loss: 0.0310096 | val_loss: 0.0313046 | Time: 1863.54 ms [2021-09-17 08:47:52 main:574] : INFO : Epoch 1560 | loss: 0.0310096 | val_loss: 0.0313048 | Time: 1848.76 ms [2021-09-17 08:47:54 main:574] : INFO : Epoch 1561 | loss: 0.0310045 | val_loss: 0.0312789 | Time: 1782.92 ms [2021-09-17 08:47:56 main:574] : INFO : Epoch 1562 | loss: 0.031005 | val_loss: 0.0313054 | Time: 1875.68 ms [2021-09-17 08:47:57 main:574] : INFO : Epoch 1563 | loss: 0.0310041 | val_loss: 0.0313015 | Time: 1844.97 ms [2021-09-17 08:47:59 main:574] : INFO : Epoch 1564 | loss: 0.0310031 | val_loss: 0.0313104 | Time: 1881.49 ms [2021-09-17 08:48:01 main:574] : INFO : Epoch 1565 | loss: 0.0310084 | val_loss: 0.0312745 | Time: 1772.94 ms [2021-09-17 08:48:03 main:574] : INFO : Epoch 1566 | loss: 0.0310062 | val_loss: 0.0312746 | Time: 1815.13 ms [2021-09-17 08:48:05 main:574] : INFO : Epoch 1567 | loss: 0.0310181 | val_loss: 0.0312441 | Time: 1878.86 ms [2021-09-17 08:48:07 main:574] : INFO : Epoch 1568 | loss: 0.0310182 | val_loss: 0.0312813 | Time: 1887.36 ms [2021-09-17 08:48:09 main:574] : INFO : Epoch 1569 | loss: 0.0310089 | val_loss: 0.0312576 | Time: 1885.75 ms [2021-09-17 08:48:10 main:574] : INFO : Epoch 1570 | loss: 0.0310151 | val_loss: 0.0312869 | Time: 1859.78 ms [2021-09-17 08:48:12 main:574] : INFO : Epoch 1571 | loss: 0.0310196 | val_loss: 0.03127 | Time: 1793.82 ms [2021-09-17 08:48:14 main:574] : INFO : Epoch 1572 | loss: 0.0310107 | val_loss: 0.0312902 | Time: 1829.45 ms [2021-09-17 08:48:16 main:574] : INFO : Epoch 1573 | loss: 0.0310008 | val_loss: 0.0312972 | Time: 1986.36 ms [2021-09-17 08:48:18 main:574] : INFO : Epoch 1574 | loss: 0.0310052 | val_loss: 0.0312777 | Time: 1833.76 ms [2021-09-17 08:48:20 main:574] : INFO : Epoch 1575 | loss: 0.0310107 | val_loss: 0.0312793 | Time: 1848.88 ms [2021-09-17 08:48:22 main:574] : INFO : Epoch 1576 | loss: 0.0310105 | val_loss: 0.0313069 | Time: 1839.17 ms [2021-09-17 08:48:23 main:574] : INFO : Epoch 1577 | loss: 0.031016 | val_loss: 0.0313047 | Time: 1856.35 ms [2021-09-17 08:48:25 main:574] : INFO : Epoch 1578 | loss: 0.0310044 | val_loss: 0.031276 | Time: 1858.57 ms [2021-09-17 08:48:27 main:574] : INFO : Epoch 1579 | loss: 0.0310049 | val_loss: 0.0313012 | Time: 1802.45 ms [2021-09-17 08:48:29 main:574] : INFO : Epoch 1580 | loss: 0.031012 | val_loss: 0.031268 | Time: 1906.31 ms [2021-09-17 08:48:31 main:574] : INFO : Epoch 1581 | loss: 0.0310068 | val_loss: 0.0312881 | Time: 1814.04 ms [2021-09-17 08:48:33 main:574] : INFO : Epoch 1582 | loss: 0.0310069 | val_loss: 0.0313026 | Time: 1848.83 ms [2021-09-17 08:48:35 main:574] : INFO : Epoch 1583 | loss: 0.0310198 | val_loss: 0.0312492 | Time: 1797.71 ms [2021-09-17 08:48:36 main:574] : INFO : Epoch 1584 | loss: 0.0310241 | val_loss: 0.0312482 | Time: 1886.46 ms [2021-09-17 08:48:38 main:574] : INFO : Epoch 1585 | loss: 0.0310231 | val_loss: 0.0312569 | Time: 1860.2 ms [2021-09-17 08:48:40 main:574] : INFO : Epoch 1586 | loss: 0.0310081 | val_loss: 0.031279 | Time: 1847.52 ms [2021-09-17 08:48:42 main:574] : INFO : Epoch 1587 | loss: 0.0310124 | val_loss: 0.031278 | Time: 1834.54 ms [2021-09-17 08:48:44 main:574] : INFO : Epoch 1588 | loss: 0.0310079 | val_loss: 0.0312662 | Time: 1815.77 ms [2021-09-17 08:48:46 main:574] : INFO : Epoch 1589 | loss: 0.0310156 | val_loss: 0.0312747 | Time: 1881.43 ms [2021-09-17 08:48:48 main:574] : INFO : Epoch 1590 | loss: 0.031013 | val_loss: 0.0312768 | Time: 1904.16 ms [2021-09-17 08:48:49 main:574] : INFO : Epoch 1591 | loss: 0.0310121 | val_loss: 0.0312689 | Time: 1839.79 ms [2021-09-17 08:48:51 main:574] : INFO : Epoch 1592 | loss: 0.0310075 | val_loss: 0.0312525 | Time: 1871.4 ms [2021-09-17 08:48:53 main:574] : INFO : Epoch 1593 | loss: 0.0310166 | val_loss: 0.0312844 | Time: 1851.84 ms [2021-09-17 08:48:55 main:574] : INFO : Epoch 1594 | loss: 0.0310138 | val_loss: 0.0312867 | Time: 1858.08 ms [2021-09-17 08:48:57 main:574] : INFO : Epoch 1595 | loss: 0.0310089 | val_loss: 0.0312989 | Time: 1938.77 ms [2021-09-17 08:48:59 main:574] : INFO : Epoch 1596 | loss: 0.0310105 | val_loss: 0.0313067 | Time: 1885.01 ms [2021-09-17 08:49:01 main:574] : INFO : Epoch 1597 | loss: 0.0310039 | val_loss: 0.0312817 | Time: 1822.77 ms [2021-09-17 08:49:02 main:574] : INFO : Epoch 1598 | loss: 0.0309971 | val_loss: 0.0312941 | Time: 1775.53 ms [2021-09-17 08:49:04 main:574] : INFO : Epoch 1599 | loss: 0.0310032 | val_loss: 0.0312957 | Time: 1893.16 ms [2021-09-17 08:49:06 main:574] : INFO : Epoch 1600 | loss: 0.0310013 | val_loss: 0.0312604 | Time: 1834.94 ms [2021-09-17 08:49:08 main:574] : INFO : Epoch 1601 | loss: 0.0310105 | val_loss: 0.031274 | Time: 1809.55 ms [2021-09-17 08:49:10 main:574] : INFO : Epoch 1602 | loss: 0.0310034 | val_loss: 0.0312765 | Time: 1877.46 ms [2021-09-17 08:49:12 main:574] : INFO : Epoch 1603 | loss: 0.03101 | val_loss: 0.0312855 | Time: 1778.48 ms [2021-09-17 08:49:14 main:574] : INFO : Epoch 1604 | loss: 0.0310042 | val_loss: 0.0313235 | Time: 1869.7 ms [2021-09-17 08:49:15 main:574] : INFO : Epoch 1605 | loss: 0.0310099 | val_loss: 0.0312601 | Time: 1847.32 ms [2021-09-17 08:49:17 main:574] : INFO : Epoch 1606 | loss: 0.0310043 | val_loss: 0.0312929 | Time: 1840.65 ms [2021-09-17 08:49:19 main:574] : INFO : Epoch 1607 | loss: 0.0310189 | val_loss: 0.0312484 | Time: 1820.71 ms [2021-09-17 08:49:21 main:574] : INFO : Epoch 1608 | loss: 0.0310136 | val_loss: 0.0312734 | Time: 1817.36 ms [2021-09-17 08:49:23 main:574] : INFO : Epoch 1609 | loss: 0.0310138 | val_loss: 0.0313003 | Time: 1816.46 ms [2021-09-17 08:49:24 main:574] : INFO : Epoch 1610 | loss: 0.0310086 | val_loss: 0.0312779 | Time: 1811.63 ms [2021-09-17 08:49:26 main:574] : INFO : Epoch 1611 | loss: 0.0310044 | val_loss: 0.0313132 | Time: 1851.4 ms [2021-09-17 08:49:28 main:574] : INFO : Epoch 1612 | loss: 0.0310049 | val_loss: 0.0312888 | Time: 1800.05 ms [2021-09-17 08:49:30 main:574] : INFO : Epoch 1613 | loss: 0.0310086 | val_loss: 0.0312618 | Time: 1757.96 ms [2021-09-17 08:49:32 main:574] : INFO : Epoch 1614 | loss: 0.0310052 | val_loss: 0.031286 | Time: 1849.3 ms [2021-09-17 08:49:34 main:574] : INFO : Epoch 1615 | loss: 0.0310039 | val_loss: 0.0312966 | Time: 1787.85 ms [2021-09-17 08:49:35 main:574] : INFO : Epoch 1616 | loss: 0.0310135 | val_loss: 0.0312913 | Time: 1888.9 ms [2021-09-17 08:49:37 main:574] : INFO : Epoch 1617 | loss: 0.031009 | val_loss: 0.0312976 | Time: 1845.34 ms [2021-09-17 08:49:39 main:574] : INFO : Epoch 1618 | loss: 0.0310064 | val_loss: 0.0312901 | Time: 1885.18 ms [2021-09-17 08:49:41 main:574] : INFO : Epoch 1619 | loss: 0.0310106 | val_loss: 0.0312977 | Time: 1833.83 ms [2021-09-17 08:49:43 main:574] : INFO : Epoch 1620 | loss: 0.0310046 | val_loss: 0.0312881 | Time: 1814.54 ms [2021-09-17 08:49:45 main:574] : INFO : Epoch 1621 | loss: 0.0310147 | val_loss: 0.0312775 | Time: 1851.01 ms [2021-09-17 08:49:47 main:574] : INFO : Epoch 1622 | loss: 0.0310034 | val_loss: 0.031288 | Time: 1888.68 ms [2021-09-17 08:49:48 main:574] : INFO : Epoch 1623 | loss: 0.0310132 | val_loss: 0.0312798 | Time: 1843.16 ms [2021-09-17 08:49:50 main:574] : INFO : Epoch 1624 | loss: 0.0310201 | val_loss: 0.031289 | Time: 1887.45 ms [2021-09-17 08:49:52 main:574] : INFO : Epoch 1625 | loss: 0.0310096 | val_loss: 0.0312924 | Time: 1847.6 ms [2021-09-17 08:49:54 main:574] : INFO : Epoch 1626 | loss: 0.0310029 | val_loss: 0.0312796 | Time: 1934.47 ms [2021-09-17 08:49:56 main:574] : INFO : Epoch 1627 | loss: 0.0310083 | val_loss: 0.0312926 | Time: 1806.89 ms [2021-09-17 08:49:58 main:574] : INFO : Epoch 1628 | loss: 0.0310166 | val_loss: 0.0312709 | Time: 1848.66 ms [2021-09-17 08:50:00 main:574] : INFO : Epoch 1629 | loss: 0.0310044 | val_loss: 0.0312901 | Time: 1826 ms [2021-09-17 08:50:01 main:574] : INFO : Epoch 1630 | loss: 0.0310094 | val_loss: 0.0312715 | Time: 1812.04 ms [2021-09-17 08:50:03 main:574] : INFO : Epoch 1631 | loss: 0.0310009 | val_loss: 0.0313279 | Time: 1797.34 ms [2021-09-17 08:50:05 main:574] : INFO : Epoch 1632 | loss: 0.0310138 | val_loss: 0.031283 | Time: 1870.45 ms [2021-09-17 08:50:07 main:574] : INFO : Epoch 1633 | loss: 0.0310037 | val_loss: 0.0312871 | Time: 1842.72 ms [2021-09-17 08:50:09 main:574] : INFO : Epoch 1634 | loss: 0.0310038 | val_loss: 0.0313098 | Time: 1860.54 ms [2021-09-17 08:50:11 main:574] : INFO : Epoch 1635 | loss: 0.0310064 | val_loss: 0.0312937 | Time: 1928.72 ms [2021-09-17 08:50:13 main:574] : INFO : Epoch 1636 | loss: 0.0310042 | val_loss: 0.0312796 | Time: 1878.51 ms [2021-09-17 08:50:15 main:574] : INFO : Epoch 1637 | loss: 0.0310113 | val_loss: 0.0312662 | Time: 1894.41 ms [2021-09-17 08:50:16 main:574] : INFO : Epoch 1638 | loss: 0.0310069 | val_loss: 0.0312793 | Time: 1947.52 ms [2021-09-17 08:50:18 main:574] : INFO : Epoch 1639 | loss: 0.0310021 | val_loss: 0.0312986 | Time: 1869.62 ms [2021-09-17 08:50:20 main:574] : INFO : Epoch 1640 | loss: 0.0310064 | val_loss: 0.0312799 | Time: 1832.26 ms [2021-09-17 08:50:22 main:574] : INFO : Epoch 1641 | loss: 0.0310079 | val_loss: 0.0312976 | Time: 1834.16 ms [2021-09-17 08:50:24 main:574] : INFO : Epoch 1642 | loss: 0.0310082 | val_loss: 0.031312 | Time: 1845.19 ms [2021-09-17 08:50:26 main:574] : INFO : Epoch 1643 | loss: 0.0310084 | val_loss: 0.031296 | Time: 1890.22 ms [2021-09-17 08:50:28 main:574] : INFO : Epoch 1644 | loss: 0.0310086 | val_loss: 0.0312878 | Time: 1875.39 ms [2021-09-17 08:50:29 main:574] : INFO : Epoch 1645 | loss: 0.0310129 | val_loss: 0.0312813 | Time: 1871.52 ms [2021-09-17 08:50:31 main:574] : INFO : Epoch 1646 | loss: 0.0310178 | val_loss: 0.0312896 | Time: 1854.92 ms [2021-09-17 08:50:33 main:574] : INFO : Epoch 1647 | loss: 0.0310121 | val_loss: 0.0312574 | Time: 1882.02 ms [2021-09-17 08:50:35 main:574] : INFO : Epoch 1648 | loss: 0.0310152 | val_loss: 0.0312786 | Time: 1873.18 ms [2021-09-17 08:50:37 main:574] : INFO : Epoch 1649 | loss: 0.0310071 | val_loss: 0.0312936 | Time: 1836.31 ms [2021-09-17 08:50:39 main:574] : INFO : Epoch 1650 | loss: 0.0310092 | val_loss: 0.0312791 | Time: 1914.61 ms [2021-09-17 08:50:41 main:574] : INFO : Epoch 1651 | loss: 0.0310061 | val_loss: 0.0312811 | Time: 1760.86 ms [2021-09-17 08:50:42 main:574] : INFO : Epoch 1652 | loss: 0.0310058 | val_loss: 0.0312767 | Time: 1845.29 ms [2021-09-17 08:50:44 main:574] : INFO : Epoch 1653 | loss: 0.03101 | val_loss: 0.0312702 | Time: 1901.74 ms [2021-09-17 08:50:46 main:574] : INFO : Epoch 1654 | loss: 0.0310179 | val_loss: 0.031268 | Time: 1844.29 ms [2021-09-17 08:50:48 main:574] : INFO : Epoch 1655 | loss: 0.0310058 | val_loss: 0.0312977 | Time: 1899.54 ms [2021-09-17 08:50:50 main:574] : INFO : Epoch 1656 | loss: 0.0310043 | val_loss: 0.0312863 | Time: 1888.65 ms [2021-09-17 08:50:52 main:574] : INFO : Epoch 1657 | loss: 0.0310009 | val_loss: 0.0313007 | Time: 1829.42 ms [2021-09-17 08:50:54 main:574] : INFO : Epoch 1658 | loss: 0.0310008 | val_loss: 0.0312841 | Time: 1870.79 ms [2021-09-17 08:50:56 main:574] : INFO : Epoch 1659 | loss: 0.0310032 | val_loss: 0.0312809 | Time: 1868.59 ms [2021-09-17 08:50:58 main:574] : INFO : Epoch 1660 | loss: 0.0310126 | val_loss: 0.0312819 | Time: 1920.9 ms [2021-09-17 08:50:59 main:574] : INFO : Epoch 1661 | loss: 0.0310084 | val_loss: 0.0312693 | Time: 1814.71 ms [2021-09-17 08:51:01 main:574] : INFO : Epoch 1662 | loss: 0.0310076 | val_loss: 0.0313084 | Time: 1868.52 ms [2021-09-17 08:51:03 main:574] : INFO : Epoch 1663 | loss: 0.031012 | val_loss: 0.031281 | Time: 1807.88 ms [2021-09-17 08:51:05 main:574] : INFO : Epoch 1664 | loss: 0.0310053 | val_loss: 0.0313031 | Time: 1780.06 ms [2021-09-17 08:51:07 main:574] : INFO : Epoch 1665 | loss: 0.0310165 | val_loss: 0.0313546 | Time: 1858.31 ms [2021-09-17 08:51:09 main:574] : INFO : Epoch 1666 | loss: 0.031015 | val_loss: 0.0312836 | Time: 1846.13 ms [2021-09-17 08:51:10 main:574] : INFO : Epoch 1667 | loss: 0.0310062 | val_loss: 0.031294 | Time: 1824.28 ms [2021-09-17 08:51:12 main:574] : INFO : Epoch 1668 | loss: 0.0310043 | val_loss: 0.0312766 | Time: 1836.57 ms [2021-09-17 08:51:14 main:574] : INFO : Epoch 1669 | loss: 0.0310108 | val_loss: 0.0312716 | Time: 1831.33 ms [2021-09-17 08:51:16 main:574] : INFO : Epoch 1670 | loss: 0.031006 | val_loss: 0.0312985 | Time: 1793.36 ms [2021-09-17 08:51:18 main:574] : INFO : Epoch 1671 | loss: 0.0310275 | val_loss: 0.0312945 | Time: 1793.62 ms [2021-09-17 08:51:19 main:574] : INFO : Epoch 1672 | loss: 0.0310287 | val_loss: 0.0312854 | Time: 1857.2 ms [2021-09-17 08:51:21 main:574] : INFO : Epoch 1673 | loss: 0.0310235 | val_loss: 0.0312821 | Time: 1856.74 ms [2021-09-17 08:51:23 main:574] : INFO : Epoch 1674 | loss: 0.0310098 | val_loss: 0.0312783 | Time: 1794.38 ms [2021-09-17 08:51:25 main:574] : INFO : Epoch 1675 | loss: 0.0310145 | val_loss: 0.0312551 | Time: 1846.87 ms [2021-09-17 08:51:27 main:574] : INFO : Epoch 1676 | loss: 0.0310177 | val_loss: 0.0312447 | Time: 1795.19 ms [2021-09-17 08:51:29 main:574] : INFO : Epoch 1677 | loss: 0.0310044 | val_loss: 0.0312892 | Time: 1855.93 ms [2021-09-17 08:51:31 main:574] : INFO : Epoch 1678 | loss: 0.0310093 | val_loss: 0.0313095 | Time: 1916.64 ms [2021-09-17 08:51:32 main:574] : INFO : Epoch 1679 | loss: 0.0310123 | val_loss: 0.0312796 | Time: 1828.54 ms [2021-09-17 08:51:34 main:574] : INFO : Epoch 1680 | loss: 0.0310101 | val_loss: 0.0313025 | Time: 1959.85 ms [2021-09-17 08:51:36 main:574] : INFO : Epoch 1681 | loss: 0.0310092 | val_loss: 0.0312844 | Time: 1859.12 ms [2021-09-17 08:51:38 main:574] : INFO : Epoch 1682 | loss: 0.0310154 | val_loss: 0.0312992 | Time: 1862.37 ms [2021-09-17 08:51:40 main:574] : INFO : Epoch 1683 | loss: 0.0310115 | val_loss: 0.0312573 | Time: 1855.06 ms [2021-09-17 08:51:42 main:574] : INFO : Epoch 1684 | loss: 0.031015 | val_loss: 0.0312866 | Time: 1856.24 ms [2021-09-17 08:51:44 main:574] : INFO : Epoch 1685 | loss: 0.0310116 | val_loss: 0.0312826 | Time: 1833.23 ms [2021-09-17 08:51:45 main:574] : INFO : Epoch 1686 | loss: 0.0310122 | val_loss: 0.0312771 | Time: 1808.95 ms [2021-09-17 08:51:47 main:574] : INFO : Epoch 1687 | loss: 0.0310162 | val_loss: 0.0312572 | Time: 1841.49 ms [2021-09-17 08:51:49 main:574] : INFO : Epoch 1688 | loss: 0.0310275 | val_loss: 0.031286 | Time: 1818.8 ms [2021-09-17 08:51:51 main:574] : INFO : Epoch 1689 | loss: 0.0310078 | val_loss: 0.0312641 | Time: 1813.58 ms [2021-09-17 08:51:53 main:574] : INFO : Epoch 1690 | loss: 0.031017 | val_loss: 0.0312709 | Time: 1859.1 ms [2021-09-17 08:51:55 main:574] : INFO : Epoch 1691 | loss: 0.0310198 | val_loss: 0.0312611 | Time: 1855.89 ms [2021-09-17 08:51:56 main:574] : INFO : Epoch 1692 | loss: 0.0310179 | val_loss: 0.0312688 | Time: 1810.11 ms [2021-09-17 08:51:58 main:574] : INFO : Epoch 1693 | loss: 0.0310083 | val_loss: 0.0312843 | Time: 1848.46 ms [2021-09-17 08:52:00 main:574] : INFO : Epoch 1694 | loss: 0.0310069 | val_loss: 0.0313074 | Time: 1834.68 ms [2021-09-17 08:52:02 main:574] : INFO : Epoch 1695 | loss: 0.0310117 | val_loss: 0.0312944 | Time: 1827.39 ms [2021-09-17 08:52:04 main:574] : INFO : Epoch 1696 | loss: 0.0310042 | val_loss: 0.0312924 | Time: 1889.56 ms [2021-09-17 08:52:06 main:574] : INFO : Epoch 1697 | loss: 0.0310119 | val_loss: 0.0312804 | Time: 1938.01 ms [2021-09-17 08:52:08 main:574] : INFO : Epoch 1698 | loss: 0.0310187 | val_loss: 0.031252 | Time: 1856.56 ms [2021-09-17 08:52:10 main:574] : INFO : Epoch 1699 | loss: 0.0310144 | val_loss: 0.0312779 | Time: 1871.66 ms [2021-09-17 08:52:11 main:574] : INFO : Epoch 1700 | loss: 0.0310064 | val_loss: 0.0313204 | Time: 1820.2 ms [2021-09-17 08:52:13 main:574] : INFO : Epoch 1701 | loss: 0.0310135 | val_loss: 0.0312726 | Time: 1853.65 ms [2021-09-17 08:52:15 main:574] : INFO : Epoch 1702 | loss: 0.0310175 | val_loss: 0.0312715 | Time: 1804.23 ms [2021-09-17 08:52:17 main:574] : INFO : Epoch 1703 | loss: 0.0310146 | val_loss: 0.0312726 | Time: 1823.49 ms [2021-09-17 08:52:19 main:574] : INFO : Epoch 1704 | loss: 0.0310038 | val_loss: 0.0312744 | Time: 1867.99 ms [2021-09-17 08:52:21 main:574] : INFO : Epoch 1705 | loss: 0.0310069 | val_loss: 0.03132 | Time: 1921.96 ms [2021-09-17 08:52:23 main:574] : INFO : Epoch 1706 | loss: 0.0310069 | val_loss: 0.03127 | Time: 1879.95 ms [2021-09-17 08:52:24 main:574] : INFO : Epoch 1707 | loss: 0.0310007 | val_loss: 0.0312917 | Time: 1882.52 ms [2021-09-17 08:52:26 main:574] : INFO : Epoch 1708 | loss: 0.0309971 | val_loss: 0.0312968 | Time: 1840.38 ms [2021-09-17 08:52:28 main:574] : INFO : Epoch 1709 | loss: 0.0310034 | val_loss: 0.0312941 | Time: 1899.37 ms [2021-09-17 08:52:30 main:574] : INFO : Epoch 1710 | loss: 0.0310096 | val_loss: 0.0313088 | Time: 1872.95 ms [2021-09-17 08:52:32 main:574] : INFO : Epoch 1711 | loss: 0.0310147 | val_loss: 0.0312803 | Time: 1896.93 ms [2021-09-17 08:52:34 main:574] : INFO : Epoch 1712 | loss: 0.0310125 | val_loss: 0.0312535 | Time: 1882.07 ms [2021-09-17 08:52:36 main:574] : INFO : Epoch 1713 | loss: 0.0310136 | val_loss: 0.0312937 | Time: 1833.53 ms [2021-09-17 08:52:38 main:574] : INFO : Epoch 1714 | loss: 0.0310124 | val_loss: 0.0312917 | Time: 1816.54 ms [2021-09-17 08:52:39 main:574] : INFO : Epoch 1715 | loss: 0.0310058 | val_loss: 0.0312917 | Time: 1952.68 ms [2021-09-17 08:52:41 main:574] : INFO : Epoch 1716 | loss: 0.0310115 | val_loss: 0.0312987 | Time: 2007.35 ms [2021-09-17 08:52:43 main:574] : INFO : Epoch 1717 | loss: 0.0310044 | val_loss: 0.0313009 | Time: 1871.97 ms [2021-09-17 08:52:45 main:574] : INFO : Epoch 1718 | loss: 0.0310065 | val_loss: 0.0312823 | Time: 1900.7 ms [2021-09-17 08:52:47 main:574] : INFO : Epoch 1719 | loss: 0.0310096 | val_loss: 0.0312755 | Time: 1941.39 ms [2021-09-17 08:52:49 main:574] : INFO : Epoch 1720 | loss: 0.0310094 | val_loss: 0.0312874 | Time: 1852.06 ms [2021-09-17 08:52:51 main:574] : INFO : Epoch 1721 | loss: 0.0310112 | val_loss: 0.0312984 | Time: 1858.25 ms [2021-09-17 08:52:53 main:574] : INFO : Epoch 1722 | loss: 0.031017 | val_loss: 0.0312517 | Time: 1841.92 ms [2021-09-17 08:52:55 main:574] : INFO : Epoch 1723 | loss: 0.0310165 | val_loss: 0.0312725 | Time: 1830.1 ms [2021-09-17 08:52:56 main:574] : INFO : Epoch 1724 | loss: 0.031013 | val_loss: 0.0312691 | Time: 1897.78 ms [2021-09-17 08:52:58 main:574] : INFO : Epoch 1725 | loss: 0.0310156 | val_loss: 0.031286 | Time: 1831.64 ms [2021-09-17 08:53:00 main:574] : INFO : Epoch 1726 | loss: 0.0310064 | val_loss: 0.0312867 | Time: 1793.63 ms [2021-09-17 08:53:02 main:574] : INFO : Epoch 1727 | loss: 0.0310056 | val_loss: 0.0313088 | Time: 1839.15 ms [2021-09-17 08:53:04 main:574] : INFO : Epoch 1728 | loss: 0.0310036 | val_loss: 0.031297 | Time: 1885.32 ms [2021-09-17 08:53:06 main:574] : INFO : Epoch 1729 | loss: 0.0310056 | val_loss: 0.0312838 | Time: 1848.07 ms [2021-09-17 08:53:08 main:574] : INFO : Epoch 1730 | loss: 0.0310068 | val_loss: 0.0312697 | Time: 1834.2 ms [2021-09-17 08:53:09 main:574] : INFO : Epoch 1731 | loss: 0.0310121 | val_loss: 0.0312854 | Time: 1825.81 ms [2021-09-17 08:53:11 main:574] : INFO : Epoch 1732 | loss: 0.0310067 | val_loss: 0.0312562 | Time: 1857.99 ms [2021-09-17 08:53:13 main:574] : INFO : Epoch 1733 | loss: 0.0310208 | val_loss: 0.0312534 | Time: 1797.11 ms [2021-09-17 08:53:15 main:574] : INFO : Epoch 1734 | loss: 0.0310113 | val_loss: 0.0312824 | Time: 1822.06 ms [2021-09-17 08:53:17 main:574] : INFO : Epoch 1735 | loss: 0.031008 | val_loss: 0.0312864 | Time: 1822.17 ms [2021-09-17 08:53:18 main:574] : INFO : Epoch 1736 | loss: 0.0310017 | val_loss: 0.0312844 | Time: 1815.52 ms [2021-09-17 08:53:20 main:574] : INFO : Epoch 1737 | loss: 0.0310108 | val_loss: 0.0312706 | Time: 1795.53 ms [2021-09-17 08:53:22 main:574] : INFO : Epoch 1738 | loss: 0.0310084 | val_loss: 0.0313258 | Time: 1847.59 ms [2021-09-17 08:53:24 main:574] : INFO : Epoch 1739 | loss: 0.0310406 | val_loss: 0.0313961 | Time: 1864.73 ms [2021-09-17 08:53:26 main:574] : INFO : Epoch 1740 | loss: 0.0311276 | val_loss: 0.0312851 | Time: 1864.76 ms [2021-09-17 08:53:28 main:574] : INFO : Epoch 1741 | loss: 0.0310366 | val_loss: 0.0312746 | Time: 1825.36 ms [2021-09-17 08:53:30 main:574] : INFO : Epoch 1742 | loss: 0.0310173 | val_loss: 0.0312939 | Time: 1838.11 ms [2021-09-17 08:53:31 main:574] : INFO : Epoch 1743 | loss: 0.0310016 | val_loss: 0.0312885 | Time: 1842.68 ms [2021-09-17 08:53:33 main:574] : INFO : Epoch 1744 | loss: 0.0310028 | val_loss: 0.0312796 | Time: 1806.04 ms [2021-09-17 08:53:35 main:574] : INFO : Epoch 1745 | loss: 0.0310125 | val_loss: 0.0312581 | Time: 1843.27 ms [2021-09-17 08:53:37 main:574] : INFO : Epoch 1746 | loss: 0.0310106 | val_loss: 0.0312967 | Time: 1809.54 ms [2021-09-17 08:53:39 main:574] : INFO : Epoch 1747 | loss: 0.031002 | val_loss: 0.031308 | Time: 1825.12 ms [2021-09-17 08:53:41 main:574] : INFO : Epoch 1748 | loss: 0.0310009 | val_loss: 0.0312931 | Time: 1879.39 ms [2021-09-17 08:53:42 main:574] : INFO : Epoch 1749 | loss: 0.0310126 | val_loss: 0.0312664 | Time: 1871.13 ms [2021-09-17 08:53:44 main:574] : INFO : Epoch 1750 | loss: 0.0310108 | val_loss: 0.0312832 | Time: 1848.08 ms [2021-09-17 08:53:46 main:574] : INFO : Epoch 1751 | loss: 0.0310041 | val_loss: 0.0312795 | Time: 1859.44 ms [2021-09-17 08:53:48 main:574] : INFO : Epoch 1752 | loss: 0.0310413 | val_loss: 0.0312142 | Time: 1816.5 ms [2021-09-17 08:53:50 main:574] : INFO : Epoch 1753 | loss: 0.0310819 | val_loss: 0.0312518 | Time: 1854.45 ms [2021-09-17 08:53:52 main:574] : INFO : Epoch 1754 | loss: 0.0310344 | val_loss: 0.03127 | Time: 1808.27 ms [2021-09-17 08:53:53 main:574] : INFO : Epoch 1755 | loss: 0.0310186 | val_loss: 0.0312845 | Time: 1841.98 ms [2021-09-17 08:53:55 main:574] : INFO : Epoch 1756 | loss: 0.0310156 | val_loss: 0.0312854 | Time: 1844.09 ms [2021-09-17 08:53:57 main:574] : INFO : Epoch 1757 | loss: 0.0310075 | val_loss: 0.0312628 | Time: 1804.75 ms [2021-09-17 08:53:59 main:574] : INFO : Epoch 1758 | loss: 0.031002 | val_loss: 0.0312825 | Time: 1868.9 ms [2021-09-17 08:54:01 main:574] : INFO : Epoch 1759 | loss: 0.0310022 | val_loss: 0.0312683 | Time: 1910.31 ms [2021-09-17 08:54:03 main:574] : INFO : Epoch 1760 | loss: 0.0310023 | val_loss: 0.0312847 | Time: 1814.32 ms [2021-09-17 08:54:05 main:574] : INFO : Epoch 1761 | loss: 0.0310103 | val_loss: 0.0312693 | Time: 1798.67 ms [2021-09-17 08:54:06 main:574] : INFO : Epoch 1762 | loss: 0.031016 | val_loss: 0.0312984 | Time: 1832.3 ms [2021-09-17 08:54:08 main:574] : INFO : Epoch 1763 | loss: 0.0310131 | val_loss: 0.0312762 | Time: 1794.16 ms [2021-09-17 08:54:10 main:574] : INFO : Epoch 1764 | loss: 0.0310145 | val_loss: 0.0312831 | Time: 1813.2 ms [2021-09-17 08:54:12 main:574] : INFO : Epoch 1765 | loss: 0.0310112 | val_loss: 0.0313088 | Time: 1821.35 ms [2021-09-17 08:54:14 main:574] : INFO : Epoch 1766 | loss: 0.0310065 | val_loss: 0.0312892 | Time: 1809.16 ms [2021-09-17 08:54:16 main:574] : INFO : Epoch 1767 | loss: 0.0310079 | val_loss: 0.0313008 | Time: 1906.02 ms [2021-09-17 08:54:17 main:574] : INFO : Epoch 1768 | loss: 0.0310061 | val_loss: 0.0312871 | Time: 1801.57 ms [2021-09-17 08:54:19 main:574] : INFO : Epoch 1769 | loss: 0.0310047 | val_loss: 0.0312821 | Time: 1836.12 ms [2021-09-17 08:54:21 main:574] : INFO : Epoch 1770 | loss: 0.0310087 | val_loss: 0.0312897 | Time: 1810.42 ms [2021-09-17 08:54:23 main:574] : INFO : Epoch 1771 | loss: 0.0310123 | val_loss: 0.0312924 | Time: 1817.38 ms [2021-09-17 08:54:25 main:574] : INFO : Epoch 1772 | loss: 0.0310137 | val_loss: 0.0312876 | Time: 1843.25 ms [2021-09-17 08:54:26 main:574] : INFO : Epoch 1773 | loss: 0.0310141 | val_loss: 0.0312792 | Time: 1821.31 ms [2021-09-17 08:54:28 main:574] : INFO : Epoch 1774 | loss: 0.0310131 | val_loss: 0.0312944 | Time: 1831.58 ms [2021-09-17 08:54:30 main:574] : INFO : Epoch 1775 | loss: 0.0310139 | val_loss: 0.0312692 | Time: 1824.52 ms [2021-09-17 08:54:32 main:574] : INFO : Epoch 1776 | loss: 0.0310142 | val_loss: 0.0312906 | Time: 1871.56 ms [2021-09-17 08:54:34 main:574] : INFO : Epoch 1777 | loss: 0.031011 | val_loss: 0.0312696 | Time: 1807.61 ms [2021-09-17 08:54:36 main:574] : INFO : Epoch 1778 | loss: 0.0310189 | val_loss: 0.0312747 | Time: 1805.86 ms [2021-09-17 08:54:37 main:574] : INFO : Epoch 1779 | loss: 0.0310215 | val_loss: 0.0312576 | Time: 1811.41 ms [2021-09-17 08:54:39 main:574] : INFO : Epoch 1780 | loss: 0.0310219 | val_loss: 0.0313074 | Time: 1834.06 ms [2021-09-17 08:54:41 main:574] : INFO : Epoch 1781 | loss: 0.0310057 | val_loss: 0.0312779 | Time: 1854.15 ms [2021-09-17 08:54:43 main:574] : INFO : Epoch 1782 | loss: 0.0310097 | val_loss: 0.0313171 | Time: 1881.84 ms [2021-09-17 08:54:45 main:574] : INFO : Epoch 1783 | loss: 0.0310026 | val_loss: 0.0312758 | Time: 1885.15 ms [2021-09-17 08:54:47 main:574] : INFO : Epoch 1784 | loss: 0.0310045 | val_loss: 0.0312927 | Time: 1816.69 ms [2021-09-17 08:54:49 main:574] : INFO : Epoch 1785 | loss: 0.0310182 | val_loss: 0.0312832 | Time: 1845.22 ms [2021-09-17 08:54:50 main:574] : INFO : Epoch 1786 | loss: 0.0310063 | val_loss: 0.0313011 | Time: 1857.18 ms [2021-09-17 08:54:52 main:574] : INFO : Epoch 1787 | loss: 0.0310067 | val_loss: 0.0312883 | Time: 1835.16 ms [2021-09-17 08:54:54 main:574] : INFO : Epoch 1788 | loss: 0.0310128 | val_loss: 0.0312786 | Time: 1794.09 ms [2021-09-17 08:54:56 main:574] : INFO : Epoch 1789 | loss: 0.031011 | val_loss: 0.0312595 | Time: 1823.95 ms [2021-09-17 08:54:58 main:574] : INFO : Epoch 1790 | loss: 0.0310104 | val_loss: 0.0312799 | Time: 1806.38 ms [2021-09-17 08:55:00 main:574] : INFO : Epoch 1791 | loss: 0.0310034 | val_loss: 0.0312921 | Time: 1811.52 ms [2021-09-17 08:55:01 main:574] : INFO : Epoch 1792 | loss: 0.0310027 | val_loss: 0.031281 | Time: 1820.56 ms [2021-09-17 08:55:03 main:574] : INFO : Epoch 1793 | loss: 0.0310093 | val_loss: 0.031306 | Time: 1847.04 ms [2021-09-17 08:55:05 main:574] : INFO : Epoch 1794 | loss: 0.0310068 | val_loss: 0.0312799 | Time: 1821.12 ms [2021-09-17 08:55:07 main:574] : INFO : Epoch 1795 | loss: 0.0310055 | val_loss: 0.0312732 | Time: 1887.31 ms [2021-09-17 08:55:09 main:574] : INFO : Epoch 1796 | loss: 0.0310135 | val_loss: 0.0312888 | Time: 1859.46 ms [2021-09-17 08:55:11 main:574] : INFO : Epoch 1797 | loss: 0.0310033 | val_loss: 0.0312636 | Time: 1859.3 ms [2021-09-17 08:55:13 main:574] : INFO : Epoch 1798 | loss: 0.0310059 | val_loss: 0.0312711 | Time: 1880.3 ms [2021-09-17 08:55:14 main:574] : INFO : Epoch 1799 | loss: 0.0310037 | val_loss: 0.0312927 | Time: 1893.62 ms [2021-09-17 08:55:16 main:574] : INFO : Epoch 1800 | loss: 0.0310096 | val_loss: 0.031327 | Time: 1866.66 ms [2021-09-17 08:55:18 main:574] : INFO : Epoch 1801 | loss: 0.0310174 | val_loss: 0.0312614 | Time: 1842.19 ms [2021-09-17 08:55:20 main:574] : INFO : Epoch 1802 | loss: 0.0310147 | val_loss: 0.031263 | Time: 1820.18 ms [2021-09-17 08:55:22 main:574] : INFO : Epoch 1803 | loss: 0.0310107 | val_loss: 0.0313045 | Time: 1829.46 ms [2021-09-17 08:55:24 main:574] : INFO : Epoch 1804 | loss: 0.0310041 | val_loss: 0.0312883 | Time: 1858.92 ms [2021-09-17 08:55:26 main:574] : INFO : Epoch 1805 | loss: 0.031009 | val_loss: 0.0313066 | Time: 1843.28 ms [2021-09-17 08:55:27 main:574] : INFO : Epoch 1806 | loss: 0.0310114 | val_loss: 0.0313099 | Time: 1810.09 ms [2021-09-17 08:55:29 main:574] : INFO : Epoch 1807 | loss: 0.031005 | val_loss: 0.0312983 | Time: 1832.45 ms [2021-09-17 08:55:31 main:574] : INFO : Epoch 1808 | loss: 0.0310079 | val_loss: 0.0312943 | Time: 1817.5 ms [2021-09-17 08:55:33 main:574] : INFO : Epoch 1809 | loss: 0.0310126 | val_loss: 0.0312708 | Time: 1806.67 ms [2021-09-17 08:55:35 main:574] : INFO : Epoch 1810 | loss: 0.0310129 | val_loss: 0.0312572 | Time: 1818.86 ms [2021-09-17 08:55:36 main:574] : INFO : Epoch 1811 | loss: 0.0310086 | val_loss: 0.03126 | Time: 1805.23 ms [2021-09-17 08:55:38 main:574] : INFO : Epoch 1812 | loss: 0.0310045 | val_loss: 0.0312848 | Time: 1849.62 ms [2021-09-17 08:55:40 main:574] : INFO : Epoch 1813 | loss: 0.0310061 | val_loss: 0.0312917 | Time: 1815.95 ms [2021-09-17 08:55:42 main:574] : INFO : Epoch 1814 | loss: 0.0310063 | val_loss: 0.0313136 | Time: 1829.01 ms [2021-09-17 08:55:44 main:574] : INFO : Epoch 1815 | loss: 0.0310035 | val_loss: 0.0312726 | Time: 1809.96 ms [2021-09-17 08:55:46 main:574] : INFO : Epoch 1816 | loss: 0.0310158 | val_loss: 0.0312873 | Time: 1825.26 ms [2021-09-17 08:55:47 main:574] : INFO : Epoch 1817 | loss: 0.0310115 | val_loss: 0.0312695 | Time: 1818.04 ms [2021-09-17 08:55:49 main:574] : INFO : Epoch 1818 | loss: 0.0310104 | val_loss: 0.031271 | Time: 1841.97 ms [2021-09-17 08:55:51 main:574] : INFO : Epoch 1819 | loss: 0.0310164 | val_loss: 0.031282 | Time: 1796.29 ms [2021-09-17 08:55:53 main:574] : INFO : Epoch 1820 | loss: 0.0310379 | val_loss: 0.0312598 | Time: 1845.43 ms [2021-09-17 08:55:55 main:574] : INFO : Epoch 1821 | loss: 0.0310263 | val_loss: 0.0312925 | Time: 1826.96 ms [2021-09-17 08:55:57 main:574] : INFO : Epoch 1822 | loss: 0.0310069 | val_loss: 0.0312801 | Time: 1821.91 ms [2021-09-17 08:55:58 main:574] : INFO : Epoch 1823 | loss: 0.0310099 | val_loss: 0.0312433 | Time: 1811.87 ms [2021-09-17 08:56:00 main:574] : INFO : Epoch 1824 | loss: 0.0310094 | val_loss: 0.031275 | Time: 1839.88 ms [2021-09-17 08:56:02 main:574] : INFO : Epoch 1825 | loss: 0.031011 | val_loss: 0.031298 | Time: 1823.74 ms [2021-09-17 08:56:04 main:574] : INFO : Epoch 1826 | loss: 0.031006 | val_loss: 0.0313077 | Time: 1809.43 ms [2021-09-17 08:56:06 main:574] : INFO : Epoch 1827 | loss: 0.0310034 | val_loss: 0.0312833 | Time: 1853.35 ms [2021-09-17 08:56:07 main:574] : INFO : Epoch 1828 | loss: 0.0310014 | val_loss: 0.0312859 | Time: 1783.35 ms [2021-09-17 08:56:09 main:574] : INFO : Epoch 1829 | loss: 0.0310196 | val_loss: 0.0313318 | Time: 1871.12 ms [2021-09-17 08:56:11 main:574] : INFO : Epoch 1830 | loss: 0.0310144 | val_loss: 0.0313164 | Time: 1821.7 ms [2021-09-17 08:56:13 main:574] : INFO : Epoch 1831 | loss: 0.0310182 | val_loss: 0.0312865 | Time: 1834.76 ms [2021-09-17 08:56:15 main:574] : INFO : Epoch 1832 | loss: 0.0310111 | val_loss: 0.0312785 | Time: 1883.92 ms [2021-09-17 08:56:17 main:574] : INFO : Epoch 1833 | loss: 0.0310012 | val_loss: 0.0313043 | Time: 1840.1 ms [2021-09-17 08:56:19 main:574] : INFO : Epoch 1834 | loss: 0.0310083 | val_loss: 0.0312853 | Time: 1825.79 ms [2021-09-17 08:56:20 main:574] : INFO : Epoch 1835 | loss: 0.0310063 | val_loss: 0.0312723 | Time: 1842.53 ms [2021-09-17 08:56:22 main:574] : INFO : Epoch 1836 | loss: 0.0310144 | val_loss: 0.0312568 | Time: 1810.86 ms [2021-09-17 08:56:24 main:574] : INFO : Epoch 1837 | loss: 0.0310127 | val_loss: 0.0312812 | Time: 1828.84 ms [2021-09-17 08:56:26 main:574] : INFO : Epoch 1838 | loss: 0.0310104 | val_loss: 0.0312766 | Time: 1819.26 ms [2021-09-17 08:56:28 main:574] : INFO : Epoch 1839 | loss: 0.0310008 | val_loss: 0.0312891 | Time: 1803.99 ms [2021-09-17 08:56:30 main:574] : INFO : Epoch 1840 | loss: 0.0310003 | val_loss: 0.0312867 | Time: 1836.07 ms [2021-09-17 08:56:31 main:574] : INFO : Epoch 1841 | loss: 0.0310115 | val_loss: 0.0313296 | Time: 1801.88 ms [2021-09-17 08:56:33 main:574] : INFO : Epoch 1842 | loss: 0.0310129 | val_loss: 0.031283 | Time: 1836.45 ms [2021-09-17 08:56:35 main:574] : INFO : Epoch 1843 | loss: 0.0310114 | val_loss: 0.0312831 | Time: 1842.87 ms [2021-09-17 08:56:37 main:574] : INFO : Epoch 1844 | loss: 0.0310011 | val_loss: 0.0313203 | Time: 1860.12 ms [2021-09-17 08:56:39 main:574] : INFO : Epoch 1845 | loss: 0.0310021 | val_loss: 0.0313146 | Time: 1809.48 ms [2021-09-17 08:56:41 main:574] : INFO : Epoch 1846 | loss: 0.0310179 | val_loss: 0.0313028 | Time: 1828.15 ms [2021-09-17 08:56:42 main:574] : INFO : Epoch 1847 | loss: 0.0310188 | val_loss: 0.0312637 | Time: 1841.29 ms [2021-09-17 08:56:44 main:574] : INFO : Epoch 1848 | loss: 0.0310183 | val_loss: 0.0312877 | Time: 1905.59 ms [2021-09-17 08:56:46 main:574] : INFO : Epoch 1849 | loss: 0.0310146 | val_loss: 0.0312671 | Time: 1933.59 ms [2021-09-17 08:56:48 main:574] : INFO : Epoch 1850 | loss: 0.0310079 | val_loss: 0.0313114 | Time: 1973.66 ms [2021-09-17 08:56:50 main:574] : INFO : Epoch 1851 | loss: 0.0309968 | val_loss: 0.0312955 | Time: 1971.62 ms [2021-09-17 08:56:52 main:574] : INFO : Epoch 1852 | loss: 0.0310048 | val_loss: 0.0312803 | Time: 2030.3 ms [2021-09-17 08:56:54 main:574] : INFO : Epoch 1853 | loss: 0.0310074 | val_loss: 0.0312796 | Time: 1966.17 ms [2021-09-17 08:56:56 main:574] : INFO : Epoch 1854 | loss: 0.0310096 | val_loss: 0.0312779 | Time: 1916.37 ms [2021-09-17 08:56:58 main:574] : INFO : Epoch 1855 | loss: 0.0309995 | val_loss: 0.0313043 | Time: 2059.1 ms [2021-09-17 08:57:00 main:574] : INFO : Epoch 1856 | loss: 0.0309981 | val_loss: 0.0312719 | Time: 1894.89 ms [2021-09-17 08:57:02 main:574] : INFO : Epoch 1857 | loss: 0.0310002 | val_loss: 0.031263 | Time: 1998.49 ms [2021-09-17 08:57:04 main:574] : INFO : Epoch 1858 | loss: 0.0310107 | val_loss: 0.0312773 | Time: 1996.25 ms [2021-09-17 08:57:06 main:574] : INFO : Epoch 1859 | loss: 0.0310135 | val_loss: 0.031261 | Time: 1888.3 ms [2021-09-17 08:57:08 main:574] : INFO : Epoch 1860 | loss: 0.0310215 | val_loss: 0.0312558 | Time: 1992.79 ms [2021-09-17 08:57:10 main:574] : INFO : Epoch 1861 | loss: 0.0310186 | val_loss: 0.0312899 | Time: 2028.05 ms [2021-09-17 08:57:12 main:574] : INFO : Epoch 1862 | loss: 0.0310049 | val_loss: 0.0313122 | Time: 2099.21 ms [2021-09-17 08:57:14 main:574] : INFO : Epoch 1863 | loss: 0.0310116 | val_loss: 0.0312885 | Time: 1956.77 ms [2021-09-17 08:57:16 main:574] : INFO : Epoch 1864 | loss: 0.031013 | val_loss: 0.0312917 | Time: 1954.27 ms [2021-09-17 08:57:18 main:574] : INFO : Epoch 1865 | loss: 0.0310117 | val_loss: 0.0313106 | Time: 1974.95 ms [2021-09-17 08:57:20 main:574] : INFO : Epoch 1866 | loss: 0.0310106 | val_loss: 0.0312806 | Time: 2047.05 ms [2021-09-17 08:57:22 main:574] : INFO : Epoch 1867 | loss: 0.0310132 | val_loss: 0.0312867 | Time: 2252.71 ms [2021-09-17 08:57:24 main:574] : INFO : Epoch 1868 | loss: 0.0310267 | val_loss: 0.031259 | Time: 2036.51 ms [2021-09-17 08:57:26 main:574] : INFO : Epoch 1869 | loss: 0.031012 | val_loss: 0.0312776 | Time: 1858.06 ms [2021-09-17 08:57:28 main:574] : INFO : Epoch 1870 | loss: 0.0310053 | val_loss: 0.0312698 | Time: 1839.82 ms [2021-09-17 08:57:30 main:574] : INFO : Epoch 1871 | loss: 0.0310197 | val_loss: 0.0312701 | Time: 1911.98 ms [2021-09-17 08:57:32 main:574] : INFO : Epoch 1872 | loss: 0.0310115 | val_loss: 0.0312551 | Time: 1842.56 ms [2021-09-17 08:57:34 main:574] : INFO : Epoch 1873 | loss: 0.0310206 | val_loss: 0.0312915 | Time: 1789.92 ms [2021-09-17 08:57:35 main:574] : INFO : Epoch 1874 | loss: 0.0310139 | val_loss: 0.0312889 | Time: 1822.1 ms [2021-09-17 08:57:37 main:574] : INFO : Epoch 1875 | loss: 0.0310082 | val_loss: 0.031296 | Time: 1832.9 ms [2021-09-17 08:57:39 main:574] : INFO : Epoch 1876 | loss: 0.0310011 | val_loss: 0.0312966 | Time: 1841.03 ms [2021-09-17 08:57:41 main:574] : INFO : Epoch 1877 | loss: 0.0310053 | val_loss: 0.031275 | Time: 1827.27 ms [2021-09-17 08:57:43 main:574] : INFO : Epoch 1878 | loss: 0.0310015 | val_loss: 0.0313125 | Time: 1819.61 ms [2021-09-17 08:57:45 main:574] : INFO : Epoch 1879 | loss: 0.0310022 | val_loss: 0.0313087 | Time: 1835.48 ms [2021-09-17 08:57:46 main:574] : INFO : Epoch 1880 | loss: 0.0310005 | val_loss: 0.0312901 | Time: 1864.17 ms [2021-09-17 08:57:48 main:574] : INFO : Epoch 1881 | loss: 0.0310063 | val_loss: 0.0312838 | Time: 1843.9 ms [2021-09-17 08:57:50 main:574] : INFO : Epoch 1882 | loss: 0.0310082 | val_loss: 0.0313017 | Time: 1789.34 ms [2021-09-17 08:57:52 main:574] : INFO : Epoch 1883 | loss: 0.0310142 | val_loss: 0.0312832 | Time: 1797.41 ms [2021-09-17 08:57:54 main:574] : INFO : Epoch 1884 | loss: 0.0310099 | val_loss: 0.0312664 | Time: 1870.42 ms [2021-09-17 08:57:56 main:574] : INFO : Epoch 1885 | loss: 0.0310128 | val_loss: 0.031254 | Time: 1861.87 ms [2021-09-17 08:57:57 main:574] : INFO : Epoch 1886 | loss: 0.0310128 | val_loss: 0.0312871 | Time: 1811.89 ms [2021-09-17 08:57:59 main:574] : INFO : Epoch 1887 | loss: 0.0310061 | val_loss: 0.0312653 | Time: 1822.63 ms [2021-09-17 08:58:01 main:574] : INFO : Epoch 1888 | loss: 0.0310114 | val_loss: 0.0312841 | Time: 1795.91 ms [2021-09-17 08:58:03 main:574] : INFO : Epoch 1889 | loss: 0.0310042 | val_loss: 0.0312801 | Time: 1812.69 ms [2021-09-17 08:58:05 main:574] : INFO : Epoch 1890 | loss: 0.0310129 | val_loss: 0.0313003 | Time: 1816.64 ms [2021-09-17 08:58:07 main:574] : INFO : Epoch 1891 | loss: 0.0310117 | val_loss: 0.0312777 | Time: 1891.85 ms [2021-09-17 08:58:09 main:574] : INFO : Epoch 1892 | loss: 0.0310114 | val_loss: 0.0312784 | Time: 1854.95 ms [2021-09-17 08:58:10 main:574] : INFO : Epoch 1893 | loss: 0.0310188 | val_loss: 0.031265 | Time: 1824.93 ms [2021-09-17 08:58:12 main:574] : INFO : Epoch 1894 | loss: 0.0310172 | val_loss: 0.0312898 | Time: 1780.86 ms [2021-09-17 08:58:14 main:574] : INFO : Epoch 1895 | loss: 0.0310037 | val_loss: 0.0312865 | Time: 1805.45 ms [2021-09-17 08:58:16 main:574] : INFO : Epoch 1896 | loss: 0.0310107 | val_loss: 0.0312918 | Time: 1838.07 ms [2021-09-17 08:58:18 main:574] : INFO : Epoch 1897 | loss: 0.0310012 | val_loss: 0.0312939 | Time: 1801.58 ms [2021-09-17 08:58:19 main:574] : INFO : Epoch 1898 | loss: 0.0310059 | val_loss: 0.0312908 | Time: 1813.23 ms [2021-09-17 08:58:21 main:574] : INFO : Epoch 1899 | loss: 0.0310118 | val_loss: 0.0312878 | Time: 1836.69 ms [2021-09-17 08:58:23 main:574] : INFO : Epoch 1900 | loss: 0.0310115 | val_loss: 0.0313049 | Time: 1796.59 ms [2021-09-17 08:58:25 main:574] : INFO : Epoch 1901 | loss: 0.0310004 | val_loss: 0.0313096 | Time: 1850.77 ms [2021-09-17 08:58:27 main:574] : INFO : Epoch 1902 | loss: 0.0310085 | val_loss: 0.0312792 | Time: 1800.12 ms [2021-09-17 08:58:28 main:574] : INFO : Epoch 1903 | loss: 0.0310024 | val_loss: 0.0312845 | Time: 1809.36 ms [2021-09-17 08:58:30 main:574] : INFO : Epoch 1904 | loss: 0.0310092 | val_loss: 0.0312694 | Time: 1799.92 ms [2021-09-17 08:58:32 main:574] : INFO : Epoch 1905 | loss: 0.031007 | val_loss: 0.03127 | Time: 1842.42 ms [2021-09-17 08:58:34 main:574] : INFO : Epoch 1906 | loss: 0.0310046 | val_loss: 0.0312938 | Time: 1902.59 ms [2021-09-17 08:58:36 main:574] : INFO : Epoch 1907 | loss: 0.0310089 | val_loss: 0.0312883 | Time: 1783.54 ms [2021-09-17 08:58:38 main:574] : INFO : Epoch 1908 | loss: 0.0310127 | val_loss: 0.0312979 | Time: 1887.33 ms [2021-09-17 08:58:40 main:574] : INFO : Epoch 1909 | loss: 0.031013 | val_loss: 0.0312838 | Time: 1813.62 ms [2021-09-17 08:58:41 main:574] : INFO : Epoch 1910 | loss: 0.0310032 | val_loss: 0.0313078 | Time: 1844.94 ms [2021-09-17 08:58:43 main:574] : INFO : Epoch 1911 | loss: 0.031005 | val_loss: 0.0312592 | Time: 1812.81 ms [2021-09-17 08:58:45 main:574] : INFO : Epoch 1912 | loss: 0.0310213 | val_loss: 0.0312959 | Time: 1817.5 ms [2021-09-17 08:58:47 main:574] : INFO : Epoch 1913 | loss: 0.0310146 | val_loss: 0.0313229 | Time: 1826.35 ms [2021-09-17 08:58:49 main:574] : INFO : Epoch 1914 | loss: 0.0310143 | val_loss: 0.0312707 | Time: 1783.82 ms [2021-09-17 08:58:50 main:574] : INFO : Epoch 1915 | loss: 0.0310098 | val_loss: 0.0312497 | Time: 1789.58 ms [2021-09-17 08:58:52 main:574] : INFO : Epoch 1916 | loss: 0.0310056 | val_loss: 0.0312919 | Time: 1839.7 ms [2021-09-17 08:58:54 main:574] : INFO : Epoch 1917 | loss: 0.0310089 | val_loss: 0.0312878 | Time: 1797.82 ms [2021-09-17 08:58:56 main:574] : INFO : Epoch 1918 | loss: 0.0310163 | val_loss: 0.0312958 | Time: 1848.35 ms [2021-09-17 08:58:58 main:574] : INFO : Epoch 1919 | loss: 0.0310119 | val_loss: 0.0313088 | Time: 1831.14 ms [2021-09-17 08:59:00 main:574] : INFO : Epoch 1920 | loss: 0.0310061 | val_loss: 0.0312706 | Time: 1817.43 ms [2021-09-17 08:59:02 main:574] : INFO : Epoch 1921 | loss: 0.0310103 | val_loss: 0.031276 | Time: 1911.27 ms [2021-09-17 08:59:03 main:574] : INFO : Epoch 1922 | loss: 0.0310089 | val_loss: 0.0312744 | Time: 1805.96 ms [2021-09-17 08:59:05 main:574] : INFO : Epoch 1923 | loss: 0.0310063 | val_loss: 0.0312544 | Time: 1848.99 ms [2021-09-17 08:59:07 main:574] : INFO : Epoch 1924 | loss: 0.0310122 | val_loss: 0.0312475 | Time: 1826 ms [2021-09-17 08:59:09 main:574] : INFO : Epoch 1925 | loss: 0.0310088 | val_loss: 0.031286 | Time: 1826.76 ms [2021-09-17 08:59:11 main:574] : INFO : Epoch 1926 | loss: 0.0310096 | val_loss: 0.0312702 | Time: 1815.64 ms [2021-09-17 08:59:12 main:574] : INFO : Epoch 1927 | loss: 0.0310125 | val_loss: 0.0312656 | Time: 1833.28 ms [2021-09-17 08:59:14 main:574] : INFO : Epoch 1928 | loss: 0.0310043 | val_loss: 0.0312771 | Time: 1810.83 ms [2021-09-17 08:59:16 main:574] : INFO : Epoch 1929 | loss: 0.0310068 | val_loss: 0.0313133 | Time: 1824.9 ms [2021-09-17 08:59:18 main:574] : INFO : Epoch 1930 | loss: 0.0310052 | val_loss: 0.031284 | Time: 1825.76 ms [2021-09-17 08:59:20 main:574] : INFO : Epoch 1931 | loss: 0.0310072 | val_loss: 0.0312996 | Time: 1840.71 ms [2021-09-17 08:59:22 main:574] : INFO : Epoch 1932 | loss: 0.0309996 | val_loss: 0.0312683 | Time: 1822.14 ms [2021-09-17 08:59:23 main:574] : INFO : Epoch 1933 | loss: 0.0310094 | val_loss: 0.0312696 | Time: 1844.83 ms [2021-09-17 08:59:25 main:574] : INFO : Epoch 1934 | loss: 0.0310089 | val_loss: 0.0312871 | Time: 1852.37 ms [2021-09-17 08:59:27 main:574] : INFO : Epoch 1935 | loss: 0.0310046 | val_loss: 0.0312671 | Time: 1858.18 ms [2021-09-17 08:59:29 main:574] : INFO : Epoch 1936 | loss: 0.0310179 | val_loss: 0.0312639 | Time: 1859.94 ms [2021-09-17 08:59:31 main:574] : INFO : Epoch 1937 | loss: 0.0310098 | val_loss: 0.031305 | Time: 1861.53 ms [2021-09-17 08:59:33 main:574] : INFO : Epoch 1938 | loss: 0.0310092 | val_loss: 0.0312839 | Time: 1855.23 ms [2021-09-17 08:59:35 main:574] : INFO : Epoch 1939 | loss: 0.0310047 | val_loss: 0.0312768 | Time: 1851.4 ms [2021-09-17 08:59:36 main:574] : INFO : Epoch 1940 | loss: 0.0309989 | val_loss: 0.0312928 | Time: 1868.49 ms [2021-09-17 08:59:38 main:574] : INFO : Epoch 1941 | loss: 0.0310095 | val_loss: 0.0312713 | Time: 1825.15 ms [2021-09-17 08:59:40 main:574] : INFO : Epoch 1942 | loss: 0.0310073 | val_loss: 0.0312752 | Time: 1841.92 ms [2021-09-17 08:59:42 main:574] : INFO : Epoch 1943 | loss: 0.0310012 | val_loss: 0.0312681 | Time: 1851.53 ms [2021-09-17 08:59:44 main:574] : INFO : Epoch 1944 | loss: 0.0310061 | val_loss: 0.0312733 | Time: 1802.64 ms [2021-09-17 08:59:46 main:574] : INFO : Epoch 1945 | loss: 0.0310055 | val_loss: 0.0312841 | Time: 1819.48 ms [2021-09-17 08:59:47 main:574] : INFO : Epoch 1946 | loss: 0.0310045 | val_loss: 0.0312948 | Time: 1819.56 ms [2021-09-17 08:59:49 main:574] : INFO : Epoch 1947 | loss: 0.0310069 | val_loss: 0.0312855 | Time: 1785.96 ms [2021-09-17 08:59:51 main:574] : INFO : Epoch 1948 | loss: 0.0310025 | val_loss: 0.0313086 | Time: 1789.53 ms [2021-09-17 08:59:53 main:574] : INFO : Epoch 1949 | loss: 0.0310042 | val_loss: 0.0312964 | Time: 1813.88 ms [2021-09-17 08:59:55 main:574] : INFO : Epoch 1950 | loss: 0.0310033 | val_loss: 0.0312945 | Time: 1803.08 ms [2021-09-17 08:59:57 main:574] : INFO : Epoch 1951 | loss: 0.0310112 | val_loss: 0.0312717 | Time: 1839.24 ms [2021-09-17 08:59:58 main:574] : INFO : Epoch 1952 | loss: 0.0310108 | val_loss: 0.0313124 | Time: 1831.83 ms [2021-09-17 09:00:00 main:574] : INFO : Epoch 1953 | loss: 0.0310076 | val_loss: 0.0312576 | Time: 1846.51 ms [2021-09-17 09:00:02 main:574] : INFO : Epoch 1954 | loss: 0.031004 | val_loss: 0.0313004 | Time: 1815.95 ms [2021-09-17 09:00:04 main:574] : INFO : Epoch 1955 | loss: 0.0310039 | val_loss: 0.0312895 | Time: 1808.78 ms [2021-09-17 09:00:06 main:574] : INFO : Epoch 1956 | loss: 0.0310039 | val_loss: 0.031288 | Time: 1880.43 ms [2021-09-17 09:00:08 main:574] : INFO : Epoch 1957 | loss: 0.0310061 | val_loss: 0.0312731 | Time: 1826.39 ms [2021-09-17 09:00:09 main:574] : INFO : Epoch 1958 | loss: 0.0310142 | val_loss: 0.0312509 | Time: 1898.95 ms [2021-09-17 09:00:11 main:574] : INFO : Epoch 1959 | loss: 0.0310149 | val_loss: 0.0312732 | Time: 1832.39 ms [2021-09-17 09:00:13 main:574] : INFO : Epoch 1960 | loss: 0.0310119 | val_loss: 0.0312648 | Time: 1785.45 ms [2021-09-17 09:00:15 main:574] : INFO : Epoch 1961 | loss: 0.0310111 | val_loss: 0.0312991 | Time: 1816.29 ms [2021-09-17 09:00:17 main:574] : INFO : Epoch 1962 | loss: 0.031 | val_loss: 0.0312885 | Time: 1776.76 ms [2021-09-17 09:00:19 main:574] : INFO : Epoch 1963 | loss: 0.031013 | val_loss: 0.0312788 | Time: 1892.08 ms [2021-09-17 09:00:20 main:574] : INFO : Epoch 1964 | loss: 0.0310168 | val_loss: 0.0312808 | Time: 1818.78 ms [2021-09-17 09:00:22 main:574] : INFO : Epoch 1965 | loss: 0.0310112 | val_loss: 0.0312917 | Time: 1819.45 ms [2021-09-17 09:00:24 main:574] : INFO : Epoch 1966 | loss: 0.0310112 | val_loss: 0.031298 | Time: 1815.78 ms [2021-09-17 09:00:26 main:574] : INFO : Epoch 1967 | loss: 0.0310069 | val_loss: 0.0313018 | Time: 1851.48 ms [2021-09-17 09:00:28 main:574] : INFO : Epoch 1968 | loss: 0.031011 | val_loss: 0.0313076 | Time: 1857.72 ms [2021-09-17 09:00:30 main:574] : INFO : Epoch 1969 | loss: 0.0310031 | val_loss: 0.0312936 | Time: 1836.8 ms [2021-09-17 09:00:31 main:574] : INFO : Epoch 1970 | loss: 0.0310046 | val_loss: 0.0312715 | Time: 1830.1 ms [2021-09-17 09:00:33 main:574] : INFO : Epoch 1971 | loss: 0.0310036 | val_loss: 0.0313017 | Time: 1862.89 ms [2021-09-17 09:00:35 main:574] : INFO : Epoch 1972 | loss: 0.0310047 | val_loss: 0.0312936 | Time: 1815.78 ms [2021-09-17 09:00:37 main:574] : INFO : Epoch 1973 | loss: 0.0309996 | val_loss: 0.0313191 | Time: 1859.89 ms [2021-09-17 09:00:39 main:574] : INFO : Epoch 1974 | loss: 0.0309996 | val_loss: 0.0313038 | Time: 1821.66 ms [2021-09-17 09:00:41 main:574] : INFO : Epoch 1975 | loss: 0.0310077 | val_loss: 0.0312754 | Time: 1824.66 ms [2021-09-17 09:00:42 main:574] : INFO : Epoch 1976 | loss: 0.0310033 | val_loss: 0.0312918 | Time: 1809.68 ms [2021-09-17 09:00:44 main:574] : INFO : Epoch 1977 | loss: 0.0310035 | val_loss: 0.0312847 | Time: 1817.81 ms [2021-09-17 09:00:46 main:574] : INFO : Epoch 1978 | loss: 0.0310031 | val_loss: 0.0312758 | Time: 1841.68 ms [2021-09-17 09:00:48 main:574] : INFO : Epoch 1979 | loss: 0.0309994 | val_loss: 0.0312906 | Time: 1846.94 ms [2021-09-17 09:00:50 main:574] : INFO : Epoch 1980 | loss: 0.0310024 | val_loss: 0.0312858 | Time: 1798.04 ms [2021-09-17 09:00:52 main:574] : INFO : Epoch 1981 | loss: 0.0310102 | val_loss: 0.0312792 | Time: 1875.43 ms [2021-09-17 09:00:53 main:574] : INFO : Epoch 1982 | loss: 0.0310127 | val_loss: 0.0313133 | Time: 1809.97 ms [2021-09-17 09:00:55 main:574] : INFO : Epoch 1983 | loss: 0.0310173 | val_loss: 0.0312656 | Time: 1828.75 ms [2021-09-17 09:00:57 main:574] : INFO : Epoch 1984 | loss: 0.0310098 | val_loss: 0.0312788 | Time: 1797.82 ms [2021-09-17 09:00:59 main:574] : INFO : Epoch 1985 | loss: 0.0310037 | val_loss: 0.0313082 | Time: 1811.11 ms [2021-09-17 09:01:01 main:574] : INFO : Epoch 1986 | loss: 0.0310039 | val_loss: 0.0313301 | Time: 1812.13 ms [2021-09-17 09:01:03 main:574] : INFO : Epoch 1987 | loss: 0.0310113 | val_loss: 0.03132 | Time: 1869.71 ms [2021-09-17 09:01:04 main:574] : INFO : Epoch 1988 | loss: 0.0310038 | val_loss: 0.0312963 | Time: 1829.52 ms [2021-09-17 09:01:06 main:574] : INFO : Epoch 1989 | loss: 0.0310021 | val_loss: 0.0313261 | Time: 1867 ms [2021-09-17 09:01:08 main:574] : INFO : Epoch 1990 | loss: 0.0309988 | val_loss: 0.0312801 | Time: 1824.4 ms [2021-09-17 09:01:10 main:574] : INFO : Epoch 1991 | loss: 0.0310061 | val_loss: 0.0313026 | Time: 1841.43 ms [2021-09-17 09:01:12 main:574] : INFO : Epoch 1992 | loss: 0.0310028 | val_loss: 0.0312999 | Time: 1840.31 ms [2021-09-17 09:01:14 main:574] : INFO : Epoch 1993 | loss: 0.0310108 | val_loss: 0.0312962 | Time: 1841.73 ms [2021-09-17 09:01:16 main:574] : INFO : Epoch 1994 | loss: 0.031015 | val_loss: 0.0312955 | Time: 1892.01 ms [2021-09-17 09:01:17 main:574] : INFO : Epoch 1995 | loss: 0.0310315 | val_loss: 0.0312974 | Time: 1811.1 ms [2021-09-17 09:01:19 main:574] : INFO : Epoch 1996 | loss: 0.0310084 | val_loss: 0.0312596 | Time: 1842.88 ms [2021-09-17 09:01:21 main:574] : INFO : Epoch 1997 | loss: 0.0310007 | val_loss: 0.0312826 | Time: 1841.3 ms [2021-09-17 09:01:23 main:574] : INFO : Epoch 1998 | loss: 0.0310189 | val_loss: 0.0312825 | Time: 1801.17 ms [2021-09-17 09:01:25 main:574] : INFO : Epoch 1999 | loss: 0.0310142 | val_loss: 0.031299 | Time: 1893.08 ms [2021-09-17 09:01:27 main:574] : INFO : Epoch 2000 | loss: 0.0310113 | val_loss: 0.031294 | Time: 1864.1 ms [2021-09-17 09:01:28 main:574] : INFO : Epoch 2001 | loss: 0.0310025 | val_loss: 0.0312665 | Time: 1844.64 ms [2021-09-17 09:01:30 main:574] : INFO : Epoch 2002 | loss: 0.0310043 | val_loss: 0.0312574 | Time: 1836.84 ms [2021-09-17 09:01:32 main:574] : INFO : Epoch 2003 | loss: 0.0310027 | val_loss: 0.0313058 | Time: 1818.51 ms [2021-09-17 09:01:34 main:574] : INFO : Epoch 2004 | loss: 0.0310001 | val_loss: 0.0312737 | Time: 1797.74 ms [2021-09-17 09:01:36 main:574] : INFO : Epoch 2005 | loss: 0.0310076 | val_loss: 0.0312946 | Time: 1846.23 ms [2021-09-17 09:01:38 main:574] : INFO : Epoch 2006 | loss: 0.0310124 | val_loss: 0.0312754 | Time: 1872.18 ms [2021-09-17 09:01:39 main:574] : INFO : Epoch 2007 | loss: 0.0310096 | val_loss: 0.031262 | Time: 1830.64 ms [2021-09-17 09:01:41 main:574] : INFO : Epoch 2008 | loss: 0.0310065 | val_loss: 0.0313041 | Time: 1890.46 ms [2021-09-17 09:01:43 main:574] : INFO : Epoch 2009 | loss: 0.0310028 | val_loss: 0.0312953 | Time: 1854.08 ms [2021-09-17 09:01:45 main:574] : INFO : Epoch 2010 | loss: 0.0310037 | val_loss: 0.0312804 | Time: 1862 ms [2021-09-17 09:01:47 main:574] : INFO : Epoch 2011 | loss: 0.031 | val_loss: 0.0313113 | Time: 1847.87 ms [2021-09-17 09:01:49 main:574] : INFO : Epoch 2012 | loss: 0.0309946 | val_loss: 0.0313266 | Time: 1817.02 ms [2021-09-17 09:01:51 main:574] : INFO : Epoch 2013 | loss: 0.0310119 | val_loss: 0.0312753 | Time: 1815.87 ms [2021-09-17 09:01:52 main:574] : INFO : Epoch 2014 | loss: 0.0310088 | val_loss: 0.0312994 | Time: 1857.61 ms [2021-09-17 09:01:54 main:574] : INFO : Epoch 2015 | loss: 0.0310191 | val_loss: 0.0312592 | Time: 1819.1 ms [2021-09-17 09:01:56 main:574] : INFO : Epoch 2016 | loss: 0.0310135 | val_loss: 0.0312661 | Time: 1801.15 ms [2021-09-17 09:01:58 main:574] : INFO : Epoch 2017 | loss: 0.0310128 | val_loss: 0.0312896 | Time: 1900.19 ms [2021-09-17 09:02:00 main:574] : INFO : Epoch 2018 | loss: 0.0310042 | val_loss: 0.0312791 | Time: 1839.22 ms [2021-09-17 09:02:02 main:574] : INFO : Epoch 2019 | loss: 0.0310033 | val_loss: 0.031282 | Time: 1822.1 ms [2021-09-17 09:02:04 main:574] : INFO : Epoch 2020 | loss: 0.031007 | val_loss: 0.0312979 | Time: 1852.93 ms [2021-09-17 09:02:05 main:574] : INFO : Epoch 2021 | loss: 0.0310096 | val_loss: 0.0312783 | Time: 1772.84 ms [2021-09-17 09:02:07 main:574] : INFO : Epoch 2022 | loss: 0.0310055 | val_loss: 0.031292 | Time: 1841.55 ms [2021-09-17 09:02:09 main:574] : INFO : Epoch 2023 | loss: 0.0310053 | val_loss: 0.0312684 | Time: 1902.29 ms [2021-09-17 09:02:11 main:574] : INFO : Epoch 2024 | loss: 0.0310113 | val_loss: 0.0312918 | Time: 1948.12 ms [2021-09-17 09:02:13 main:574] : INFO : Epoch 2025 | loss: 0.0310029 | val_loss: 0.0312819 | Time: 1818.78 ms [2021-09-17 09:02:15 main:574] : INFO : Epoch 2026 | loss: 0.0310031 | val_loss: 0.031285 | Time: 1800.09 ms [2021-09-17 09:02:16 main:574] : INFO : Epoch 2027 | loss: 0.0310038 | val_loss: 0.0312721 | Time: 1806.63 ms [2021-09-17 09:02:18 main:574] : INFO : Epoch 2028 | loss: 0.0310149 | val_loss: 0.0312888 | Time: 1823.91 ms [2021-09-17 09:02:20 main:574] : INFO : Epoch 2029 | loss: 0.0310147 | val_loss: 0.0313208 | Time: 1869.83 ms [2021-09-17 09:02:22 main:574] : INFO : Epoch 2030 | loss: 0.0310079 | val_loss: 0.0312954 | Time: 1844.3 ms [2021-09-17 09:02:24 main:574] : INFO : Epoch 2031 | loss: 0.0309997 | val_loss: 0.0312859 | Time: 1850.88 ms [2021-09-17 09:02:26 main:574] : INFO : Epoch 2032 | loss: 0.0310006 | val_loss: 0.0312851 | Time: 1834.89 ms [2021-09-17 09:02:28 main:574] : INFO : Epoch 2033 | loss: 0.0310116 | val_loss: 0.0312445 | Time: 1858.36 ms [2021-09-17 09:02:29 main:574] : INFO : Epoch 2034 | loss: 0.0310168 | val_loss: 0.0312892 | Time: 1820.89 ms [2021-09-17 09:02:31 main:574] : INFO : Epoch 2035 | loss: 0.0310249 | val_loss: 0.0312406 | Time: 1799.39 ms [2021-09-17 09:02:33 main:574] : INFO : Epoch 2036 | loss: 0.0310277 | val_loss: 0.0313059 | Time: 1830.99 ms [2021-09-17 09:02:35 main:574] : INFO : Epoch 2037 | loss: 0.0310142 | val_loss: 0.0313196 | Time: 1900.2 ms [2021-09-17 09:02:37 main:574] : INFO : Epoch 2038 | loss: 0.0309978 | val_loss: 0.031276 | Time: 1811.65 ms [2021-09-17 09:02:39 main:574] : INFO : Epoch 2039 | loss: 0.0310058 | val_loss: 0.0312908 | Time: 1830.03 ms [2021-09-17 09:02:40 main:574] : INFO : Epoch 2040 | loss: 0.0310152 | val_loss: 0.0313159 | Time: 1845.39 ms [2021-09-17 09:02:42 main:574] : INFO : Epoch 2041 | loss: 0.0310142 | val_loss: 0.0313108 | Time: 1831.42 ms [2021-09-17 09:02:44 main:574] : INFO : Epoch 2042 | loss: 0.0310071 | val_loss: 0.0312927 | Time: 1905.19 ms [2021-09-17 09:02:46 main:574] : INFO : Epoch 2043 | loss: 0.0310135 | val_loss: 0.0312825 | Time: 1855.08 ms [2021-09-17 09:02:48 main:574] : INFO : Epoch 2044 | loss: 0.0310026 | val_loss: 0.0313162 | Time: 1796.48 ms [2021-09-17 09:02:50 main:574] : INFO : Epoch 2045 | loss: 0.0310003 | val_loss: 0.0312849 | Time: 1837.23 ms [2021-09-17 09:02:51 main:574] : INFO : Epoch 2046 | loss: 0.0310068 | val_loss: 0.0312726 | Time: 1867.69 ms [2021-09-17 09:02:53 main:574] : INFO : Epoch 2047 | loss: 0.0310113 | val_loss: 0.0312754 | Time: 1889.6 ms [2021-09-17 09:02:55 main:574] : INFO : Epoch 2048 | loss: 0.0310063 | val_loss: 0.0312924 | Time: 1821.03 ms [2021-09-17 09:02:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312924 [2021-09-17 09:02:55 main:603] : INFO : Saving end state to config to file [2021-09-17 09:02:55 main:608] : INFO : Success, exiting.. 09:02:55 (27428): 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)