Task 14553972
| Name | ParityModified-1647045835-32681-1-0_1 |
| Workunit | 10917269 |
| Created | 9 Apr 2022, 18:04:20 UTC |
| Sent | 9 Apr 2022, 19:20:46 UTC |
| Report deadline | 17 Apr 2022, 19:20:46 UTC |
| Received | 10 Apr 2022, 11:23:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 11 min 3 sec |
| CPU time | 1 hours 10 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311898 | val_loss: 0.0311973 | Time: 1825.32 ms [2022-04-10 06:06:38 main:574] : INFO : Epoch 1543 | loss: 0.0311896 | val_loss: 0.031197 | Time: 1832.27 ms [2022-04-10 06:06:39 main:574] : INFO : Epoch 1544 | loss: 0.0311895 | val_loss: 0.0311951 | Time: 1829.21 ms [2022-04-10 06:06:41 main:574] : INFO : Epoch 1545 | loss: 0.0311885 | val_loss: 0.0311954 | Time: 1837.1 ms [2022-04-10 06:06:43 main:574] : INFO : Epoch 1546 | loss: 0.0311887 | val_loss: 0.031195 | Time: 1831.6 ms [2022-04-10 06:06:45 main:574] : INFO : Epoch 1547 | loss: 0.0311891 | val_loss: 0.0311944 | Time: 1832.34 ms [2022-04-10 06:06:47 main:574] : INFO : Epoch 1548 | loss: 0.0311902 | val_loss: 0.0311955 | Time: 1830.85 ms [2022-04-10 06:06:49 main:574] : INFO : Epoch 1549 | loss: 0.0311906 | val_loss: 0.031199 | Time: 1844.91 ms [2022-04-10 06:06:50 main:574] : INFO : Epoch 1550 | loss: 0.0311916 | val_loss: 0.0312054 | Time: 1844.32 ms [2022-04-10 06:06:52 main:574] : INFO : Epoch 1551 | loss: 0.0311966 | val_loss: 0.0311962 | Time: 1832.02 ms [2022-04-10 06:06:54 main:574] : INFO : Epoch 1552 | loss: 0.0311949 | val_loss: 0.0311967 | Time: 1838.06 ms [2022-04-10 06:06:56 main:574] : INFO : Epoch 1553 | loss: 0.0311927 | val_loss: 0.0311972 | Time: 1836.5 ms [2022-04-10 06:06:58 main:574] : INFO : Epoch 1554 | loss: 0.0311921 | val_loss: 0.0311965 | Time: 1863.58 ms [2022-04-10 06:07:00 main:574] : INFO : Epoch 1555 | loss: 0.0311887 | val_loss: 0.0311995 | Time: 1893.43 ms [2022-04-10 06:07:02 main:574] : INFO : Epoch 1556 | loss: 0.0311909 | val_loss: 0.0311984 | Time: 1848.77 ms [2022-04-10 06:07:03 main:574] : INFO : Epoch 1557 | loss: 0.0311912 | val_loss: 0.031195 | Time: 1834.43 ms [2022-04-10 06:07:05 main:574] : INFO : Epoch 1558 | loss: 0.0311894 | val_loss: 0.0312011 | Time: 1839.65 ms [2022-04-10 06:07:07 main:574] : INFO : Epoch 1559 | loss: 0.0311907 | val_loss: 0.0311987 | Time: 1834.84 ms [2022-04-10 06:07:09 main:574] : INFO : Epoch 1560 | loss: 0.0311927 | val_loss: 0.0311949 | Time: 1829.76 ms [2022-04-10 06:07:11 main:574] : INFO : Epoch 1561 | loss: 0.0311943 | val_loss: 0.0312002 | Time: 1835.84 ms [2022-04-10 06:07:13 main:574] : INFO : Epoch 1562 | loss: 0.0311894 | val_loss: 0.0311948 | Time: 1840.17 ms [2022-04-10 06:07:15 main:574] : INFO : Epoch 1563 | loss: 0.0311892 | val_loss: 0.0311966 | Time: 1841.48 ms [2022-04-10 06:07:16 main:574] : INFO : Epoch 1564 | loss: 0.0311877 | val_loss: 0.0311962 | Time: 1833.23 ms [2022-04-10 06:07:18 main:574] : INFO : Epoch 1565 | loss: 0.0311885 | val_loss: 0.0311958 | Time: 1830.99 ms [2022-04-10 06:07:20 main:574] : INFO : Epoch 1566 | loss: 0.0311892 | val_loss: 0.0311949 | Time: 1834.28 ms [2022-04-10 06:07:22 main:574] : INFO : Epoch 1567 | loss: 0.031191 | val_loss: 0.0311991 | Time: 1843.76 ms [2022-04-10 06:07:24 main:574] : INFO : Epoch 1568 | loss: 0.0311889 | val_loss: 0.0311947 | Time: 1828.8 ms [2022-04-10 06:07:26 main:574] : INFO : Epoch 1569 | loss: 0.0311888 | val_loss: 0.0311949 | Time: 1828.27 ms [2022-04-10 06:07:27 main:574] : INFO : Epoch 1570 | loss: 0.0311908 | val_loss: 0.031209 | Time: 1833.57 ms [2022-04-10 06:07:29 main:574] : INFO : Epoch 1571 | loss: 0.0311916 | val_loss: 0.0311949 | Time: 1820.55 ms [2022-04-10 06:07:31 main:574] : INFO : Epoch 1572 | loss: 0.0311889 | val_loss: 0.0311952 | Time: 1829.74 ms [2022-04-10 06:07:33 main:574] : INFO : Epoch 1573 | loss: 0.0311892 | val_loss: 0.0311956 | Time: 1831.2 ms [2022-04-10 06:07:35 main:574] : INFO : Epoch 1574 | loss: 0.0311911 | val_loss: 0.0311979 | Time: 1823.06 ms [2022-04-10 06:07:37 main:574] : INFO : Epoch 1575 | loss: 0.0311909 | val_loss: 0.0311953 | Time: 1838.71 ms [2022-04-10 06:07:38 main:574] : INFO : Epoch 1576 | loss: 0.0311902 | val_loss: 0.0311974 | Time: 1826.69 ms [2022-04-10 06:07:40 main:574] : INFO : Epoch 1577 | loss: 0.0311873 | val_loss: 0.0312012 | Time: 1829.12 ms [2022-04-10 06:07:42 main:574] : INFO : Epoch 1578 | loss: 0.0311901 | val_loss: 0.0312003 | Time: 1833.91 ms [2022-04-10 06:07:44 main:574] : INFO : Epoch 1579 | loss: 0.0311893 | val_loss: 0.0311941 | Time: 1838.59 ms [2022-04-10 06:07:46 main:574] : INFO : Epoch 1580 | loss: 0.0311878 | val_loss: 0.031198 | Time: 1827.09 ms [2022-04-10 06:07:48 main:574] : INFO : Epoch 1581 | loss: 0.0311874 | val_loss: 0.031196 | Time: 1833.31 ms [2022-04-10 06:07:49 main:574] : INFO : Epoch 1582 | loss: 0.0311871 | val_loss: 0.031197 | Time: 1831.99 ms [2022-04-10 06:07:51 main:574] : INFO : Epoch 1583 | loss: 0.0311878 | val_loss: 0.0311972 | Time: 1840.06 ms [2022-04-10 06:07:53 main:574] : INFO : Epoch 1584 | loss: 0.031187 | val_loss: 0.0312001 | Time: 1832.06 ms [2022-04-10 06:07:55 main:574] : INFO : Epoch 1585 | loss: 0.0311914 | val_loss: 0.0312043 | Time: 1832.77 ms [2022-04-10 06:07:57 main:574] : INFO : Epoch 1586 | loss: 0.0311901 | val_loss: 0.0311986 | Time: 1853.83 ms [2022-04-10 06:07:59 main:574] : INFO : Epoch 1587 | loss: 0.031189 | val_loss: 0.0311976 | Time: 1840.31 ms [2022-04-10 06:08:00 main:574] : INFO : Epoch 1588 | loss: 0.0311888 | val_loss: 0.0311971 | Time: 1837.2 ms [2022-04-10 06:08:02 main:574] : INFO : Epoch 1589 | loss: 0.0311903 | val_loss: 0.0311976 | Time: 1856.08 ms [2022-04-10 06:08:04 main:574] : INFO : Epoch 1590 | loss: 0.0311926 | val_loss: 0.0312003 | Time: 1851.4 ms [2022-04-10 06:08:06 main:574] : INFO : Epoch 1591 | loss: 0.0311891 | val_loss: 0.0311968 | Time: 1841.97 ms [2022-04-10 06:08:08 main:574] : INFO : Epoch 1592 | loss: 0.0311888 | val_loss: 0.0312008 | Time: 1853.02 ms [2022-04-10 06:08:10 main:574] : INFO : Epoch 1593 | loss: 0.031189 | val_loss: 0.0311984 | Time: 1839.22 ms [2022-04-10 06:08:12 main:574] : INFO : Epoch 1594 | loss: 0.0311878 | val_loss: 0.0312032 | Time: 1844.36 ms [2022-04-10 06:08:13 main:574] : INFO : Epoch 1595 | loss: 0.0311908 | val_loss: 0.0312102 | Time: 1852.37 ms [2022-04-10 06:08:15 main:574] : INFO : Epoch 1596 | loss: 0.0311899 | val_loss: 0.0311936 | Time: 1841.67 ms [2022-04-10 06:08:17 main:574] : INFO : Epoch 1597 | loss: 0.0311871 | val_loss: 0.0311981 | Time: 1845.93 ms [2022-04-10 06:08:19 main:574] : INFO : Epoch 1598 | loss: 0.0311908 | val_loss: 0.0312085 | Time: 1844.8 ms [2022-04-10 06:08:21 main:574] : INFO : Epoch 1599 | loss: 0.0311877 | val_loss: 0.0311991 | Time: 1844.2 ms [2022-04-10 06:08:23 main:574] : INFO : Epoch 1600 | loss: 0.031189 | val_loss: 0.0312082 | Time: 1851.59 ms [2022-04-10 06:08:25 main:574] : INFO : Epoch 1601 | loss: 0.0311878 | val_loss: 0.031203 | Time: 1851.55 ms [2022-04-10 06:08:26 main:574] : INFO : Epoch 1602 | loss: 0.0311856 | val_loss: 0.0311956 | Time: 1852.93 ms [2022-04-10 06:08:28 main:574] : INFO : Epoch 1603 | loss: 0.0311901 | val_loss: 0.0312085 | Time: 1835.74 ms [2022-04-10 06:08:30 main:574] : INFO : Epoch 1604 | loss: 0.0311915 | val_loss: 0.031195 | Time: 1833.54 ms [2022-04-10 06:08:32 main:574] : INFO : Epoch 1605 | loss: 0.0311996 | val_loss: 0.0312109 | Time: 1831.45 ms [2022-04-10 06:08:34 main:574] : INFO : Epoch 1606 | loss: 0.0311906 | val_loss: 0.0311963 | Time: 1837.07 ms [2022-04-10 06:08:36 main:574] : INFO : Epoch 1607 | loss: 0.0311911 | val_loss: 0.0311961 | Time: 1838.25 ms [2022-04-10 06:08:37 main:574] : INFO : Epoch 1608 | loss: 0.0311904 | val_loss: 0.0311951 | Time: 1841.02 ms [2022-04-10 06:08:39 main:574] : INFO : Epoch 1609 | loss: 0.0311853 | val_loss: 0.0311966 | Time: 1831.32 ms [2022-04-10 06:08:41 main:574] : INFO : Epoch 1610 | loss: 0.0311863 | val_loss: 0.0311976 | Time: 1843.44 ms [2022-04-10 06:08:43 main:574] : INFO : Epoch 1611 | loss: 0.0311882 | val_loss: 0.0312069 | Time: 1843.91 ms [2022-04-10 06:08:45 main:574] : INFO : Epoch 1612 | loss: 0.0311934 | val_loss: 0.031211 | Time: 1844.14 ms [2022-04-10 06:08:47 main:574] : INFO : Epoch 1613 | loss: 0.0311944 | val_loss: 0.0312 | Time: 1836.41 ms [2022-04-10 06:08:48 main:574] : INFO : Epoch 1614 | loss: 0.0311869 | val_loss: 0.0311968 | Time: 1834.51 ms [2022-04-10 06:08:50 main:574] : INFO : Epoch 1615 | loss: 0.0311857 | val_loss: 0.0311948 | Time: 1862.29 ms [2022-04-10 06:08:52 main:574] : INFO : Epoch 1616 | loss: 0.031187 | val_loss: 0.0311997 | Time: 1873.7 ms [2022-04-10 06:08:54 main:574] : INFO : Epoch 1617 | loss: 0.0311852 | val_loss: 0.0311956 | Time: 1849.93 ms [2022-04-10 06:08:56 main:574] : INFO : Epoch 1618 | loss: 0.0311837 | val_loss: 0.0311972 | Time: 1842.81 ms [2022-04-10 06:08:58 main:574] : INFO : Epoch 1619 | loss: 0.0311842 | val_loss: 0.0312023 | Time: 1841.49 ms [2022-04-10 06:09:00 main:574] : INFO : Epoch 1620 | loss: 0.0311861 | val_loss: 0.0311948 | Time: 1829.99 ms [2022-04-10 06:09:01 main:574] : INFO : Epoch 1621 | loss: 0.0311892 | val_loss: 0.0312022 | Time: 1838.91 ms [2022-04-10 06:09:03 main:574] : INFO : Epoch 1622 | loss: 0.0311859 | val_loss: 0.0311962 | Time: 1827.01 ms [2022-04-10 06:09:05 main:574] : INFO : Epoch 1623 | loss: 0.0311852 | val_loss: 0.0311961 | Time: 1837.47 ms [2022-04-10 06:09:07 main:574] : INFO : Epoch 1624 | loss: 0.0311917 | val_loss: 0.0311976 | Time: 1843.67 ms [2022-04-10 06:09:09 main:574] : INFO : Epoch 1625 | loss: 0.0311861 | val_loss: 0.0311942 | Time: 1837.35 ms [2022-04-10 06:09:11 main:574] : INFO : Epoch 1626 | loss: 0.031184 | val_loss: 0.0311964 | Time: 1836.22 ms [2022-04-10 06:09:12 main:574] : INFO : Epoch 1627 | loss: 0.0311856 | val_loss: 0.0311954 | Time: 1840.41 ms [2022-04-10 06:09:14 main:574] : INFO : Epoch 1628 | loss: 0.0311843 | val_loss: 0.0311953 | Time: 1833.22 ms [2022-04-10 06:09:16 main:574] : INFO : Epoch 1629 | loss: 0.0311852 | val_loss: 0.0311934 | Time: 1846.06 ms [2022-04-10 06:09:18 main:574] : INFO : Epoch 1630 | loss: 0.031186 | val_loss: 0.0312018 | Time: 1832.75 ms [2022-04-10 06:09:20 main:574] : INFO : Epoch 1631 | loss: 0.0311872 | val_loss: 0.0311966 | Time: 1832.02 ms [2022-04-10 06:09:22 main:574] : INFO : Epoch 1632 | loss: 0.0311872 | val_loss: 0.0311949 | Time: 1841.46 ms [2022-04-10 06:09:24 main:574] : INFO : Epoch 1633 | loss: 0.0311863 | val_loss: 0.0311949 | Time: 1837.99 ms [2022-04-10 06:09:25 main:574] : INFO : Epoch 1634 | loss: 0.0311875 | val_loss: 0.0311974 | Time: 1841.37 ms [2022-04-10 06:09:27 main:574] : INFO : Epoch 1635 | loss: 0.0311847 | val_loss: 0.0311999 | Time: 1855.72 ms [2022-04-10 06:09:29 main:574] : INFO : Epoch 1636 | loss: 0.0311859 | val_loss: 0.031195 | Time: 1843.82 ms [2022-04-10 06:09:31 main:574] : INFO : Epoch 1637 | loss: 0.0311837 | val_loss: 0.0311979 | Time: 1852.6 ms [2022-04-10 06:09:33 main:574] : INFO : Epoch 1638 | loss: 0.0311832 | val_loss: 0.031196 | Time: 1863.82 ms [2022-04-10 06:09:35 main:574] : INFO : Epoch 1639 | loss: 0.0311861 | val_loss: 0.0311992 | Time: 1829.94 ms [2022-04-10 06:09:37 main:574] : INFO : Epoch 1640 | loss: 0.0311865 | val_loss: 0.0311962 | Time: 1852.32 ms [2022-04-10 06:09:38 main:574] : INFO : Epoch 1641 | loss: 0.0311837 | val_loss: 0.0311994 | Time: 1857.87 ms [2022-04-10 06:09:40 main:574] : INFO : Epoch 1642 | loss: 0.0311846 | val_loss: 0.0311949 | Time: 1837.68 ms [2022-04-10 06:09:42 main:574] : INFO : Epoch 1643 | loss: 0.0311837 | val_loss: 0.0311971 | Time: 1840.22 ms [2022-04-10 06:09:44 main:574] : INFO : Epoch 1644 | loss: 0.0311872 | val_loss: 0.0311941 | Time: 1841.98 ms [2022-04-10 06:09:46 main:574] : INFO : Epoch 1645 | loss: 0.0311843 | val_loss: 0.0311955 | Time: 1844.12 ms [2022-04-10 06:09:48 main:574] : INFO : Epoch 1646 | loss: 0.0311836 | val_loss: 0.0312056 | Time: 1844.72 ms [2022-04-10 06:09:49 main:574] : INFO : Epoch 1647 | loss: 0.0311904 | val_loss: 0.0312065 | Time: 1847.14 ms [2022-04-10 06:09:51 main:574] : INFO : Epoch 1648 | loss: 0.0311935 | val_loss: 0.0312042 | Time: 1839.16 ms [2022-04-10 06:09:53 main:574] : INFO : Epoch 1649 | loss: 0.0311875 | val_loss: 0.0311967 | Time: 1849.85 ms [2022-04-10 06:09:55 main:574] : INFO : Epoch 1650 | loss: 0.0311907 | val_loss: 0.0312029 | Time: 1835.86 ms [2022-04-10 06:09:57 main:574] : INFO : Epoch 1651 | loss: 0.0311871 | val_loss: 0.0312049 | Time: 1846.12 ms [2022-04-10 06:09:59 main:574] : INFO : Epoch 1652 | loss: 0.0311882 | val_loss: 0.0311999 | Time: 1850.58 ms [2022-04-10 06:10:01 main:574] : INFO : Epoch 1653 | loss: 0.0311849 | val_loss: 0.031197 | Time: 1853.65 ms [2022-04-10 06:10:02 main:574] : INFO : Epoch 1654 | loss: 0.0311825 | val_loss: 0.0311959 | Time: 1859.04 ms [2022-04-10 06:10:04 main:574] : INFO : Epoch 1655 | loss: 0.0311813 | val_loss: 0.0311984 | Time: 1846.06 ms [2022-04-10 06:10:06 main:574] : INFO : Epoch 1656 | loss: 0.0311834 | val_loss: 0.0311964 | Time: 1834.89 ms [2022-04-10 06:10:08 main:574] : INFO : Epoch 1657 | loss: 0.0311813 | val_loss: 0.0311964 | Time: 1866.71 ms [2022-04-10 06:10:10 main:574] : INFO : Epoch 1658 | loss: 0.0311813 | val_loss: 0.0311981 | Time: 1848.77 ms [2022-04-10 06:10:12 main:574] : INFO : Epoch 1659 | loss: 0.0311815 | val_loss: 0.0312047 | Time: 1843.17 ms [2022-04-10 06:10:14 main:574] : INFO : Epoch 1660 | loss: 0.0311846 | val_loss: 0.0312058 | Time: 1838.28 ms [2022-04-10 06:10:15 main:574] : INFO : Epoch 1661 | loss: 0.0311923 | val_loss: 0.0312099 | Time: 1835.21 ms [2022-04-10 06:10:17 main:574] : INFO : Epoch 1662 | loss: 0.0311839 | val_loss: 0.0312076 | Time: 1847.32 ms [2022-04-10 06:10:19 main:574] : INFO : Epoch 1663 | loss: 0.0311818 | val_loss: 0.0311979 | Time: 1851.8 ms [2022-04-10 06:10:21 main:574] : INFO : Epoch 1664 | loss: 0.0311796 | val_loss: 0.0311987 | Time: 1850.19 ms [2022-04-10 06:10:23 main:574] : INFO : Epoch 1665 | loss: 0.0311804 | val_loss: 0.0312038 | Time: 1838.98 ms [2022-04-10 06:10:25 main:574] : INFO : Epoch 1666 | loss: 0.0311798 | val_loss: 0.0311996 | Time: 1841.18 ms [2022-04-10 06:10:26 main:574] : INFO : Epoch 1667 | loss: 0.0311816 | val_loss: 0.0312033 | Time: 1845.94 ms [2022-04-10 06:10:28 main:574] : INFO : Epoch 1668 | loss: 0.0311817 | val_loss: 0.0311992 | Time: 1854.73 ms [2022-04-10 06:10:30 main:574] : INFO : Epoch 1669 | loss: 0.0311801 | val_loss: 0.0311974 | Time: 1842.4 ms [2022-04-10 06:10:32 main:574] : INFO : Epoch 1670 | loss: 0.0311812 | val_loss: 0.0312007 | Time: 1871.31 ms [2022-04-10 06:10:34 main:574] : INFO : Epoch 1671 | loss: 0.0311823 | val_loss: 0.0311977 | Time: 1918.04 ms [2022-04-10 06:10:36 main:574] : INFO : Epoch 1672 | loss: 0.0311808 | val_loss: 0.0311982 | Time: 1880.2 ms [2022-04-10 06:10:38 main:574] : INFO : Epoch 1673 | loss: 0.0311811 | val_loss: 0.0312025 | Time: 2034.46 ms [2022-04-10 06:10:40 main:574] : INFO : Epoch 1674 | loss: 0.0311797 | val_loss: 0.0311998 | Time: 1972.73 ms [2022-04-10 06:10:42 main:574] : INFO : Epoch 1675 | loss: 0.0311783 | val_loss: 0.0312011 | Time: 1967.61 ms [2022-04-10 06:10:44 main:574] : INFO : Epoch 1676 | loss: 0.0311808 | val_loss: 0.0312129 | Time: 1938.26 ms [2022-04-10 06:10:46 main:574] : INFO : Epoch 1677 | loss: 0.031184 | val_loss: 0.0312061 | Time: 1924.34 ms [2022-04-10 06:10:48 main:574] : INFO : Epoch 1678 | loss: 0.0311773 | val_loss: 0.0312026 | Time: 1934.1 ms [2022-04-10 06:10:50 main:574] : INFO : Epoch 1679 | loss: 0.0311782 | val_loss: 0.0312102 | Time: 1939.85 ms [2022-04-10 06:10:52 main:574] : INFO : Epoch 1680 | loss: 0.0311802 | val_loss: 0.0311926 | Time: 1922.02 ms [2022-04-10 06:10:53 main:574] : INFO : Epoch 1681 | loss: 0.0311829 | val_loss: 0.0311896 | Time: 1933.98 ms [2022-04-10 06:10:55 main:574] : INFO : Epoch 1682 | loss: 0.0311814 | val_loss: 0.0311894 | Time: 1912.62 ms [2022-04-10 06:10:57 main:574] : INFO : Epoch 1683 | loss: 0.0311816 | val_loss: 0.0311932 | Time: 1905.83 ms [2022-04-10 06:10:59 main:574] : INFO : Epoch 1684 | loss: 0.0311832 | val_loss: 0.0311907 | Time: 1954.86 ms [2022-04-10 06:11:01 main:574] : INFO : Epoch 1685 | loss: 0.03118 | val_loss: 0.0311946 | Time: 2020.61 ms [2022-04-10 06:11:03 main:574] : INFO : Epoch 1686 | loss: 0.0311802 | val_loss: 0.0311939 | Time: 1952.67 ms [2022-04-10 06:11:05 main:574] : INFO : Epoch 1687 | loss: 0.0311806 | val_loss: 0.0311946 | Time: 1967.06 ms [2022-04-10 06:11:07 main:574] : INFO : Epoch 1688 | loss: 0.0311803 | val_loss: 0.0312008 | Time: 1956.14 ms [2022-04-10 06:11:09 main:574] : INFO : Epoch 1689 | loss: 0.0311819 | val_loss: 0.0312046 | Time: 2002.06 ms [2022-04-10 06:11:11 main:574] : INFO : Epoch 1690 | loss: 0.0311781 | val_loss: 0.0312083 | Time: 1952.9 ms [2022-04-10 06:11:13 main:574] : INFO : Epoch 1691 | loss: 0.031178 | val_loss: 0.0312035 | Time: 1948.99 ms [2022-04-10 06:11:15 main:574] : INFO : Epoch 1692 | loss: 0.0311798 | val_loss: 0.0312249 | Time: 1959.4 ms [2022-04-10 06:11:17 main:574] : INFO : Epoch 1693 | loss: 0.0311916 | val_loss: 0.0311925 | Time: 1983.88 ms [2022-04-10 06:11:19 main:574] : INFO : Epoch 1694 | loss: 0.0311847 | val_loss: 0.0311965 | Time: 1963.29 ms [2022-04-10 06:11:21 main:574] : INFO : Epoch 1695 | loss: 0.0311848 | val_loss: 0.0311923 | Time: 1955.56 ms [2022-04-10 06:11:23 main:574] : INFO : Epoch 1696 | loss: 0.0311801 | val_loss: 0.0312063 | Time: 1934.9 ms [2022-04-10 06:11:25 main:574] : INFO : Epoch 1697 | loss: 0.0311851 | val_loss: 0.0311998 | Time: 1952.3 ms [2022-04-10 06:11:27 main:574] : INFO : Epoch 1698 | loss: 0.0311831 | val_loss: 0.0311974 | Time: 1945.85 ms [2022-04-10 06:11:29 main:574] : INFO : Epoch 1699 | loss: 0.0311817 | val_loss: 0.0311954 | Time: 1936.27 ms [2022-04-10 06:11:31 main:574] : INFO : Epoch 1700 | loss: 0.0311833 | val_loss: 0.0312009 | Time: 1922.1 ms [2022-04-10 06:11:33 main:574] : INFO : Epoch 1701 | loss: 0.0311851 | val_loss: 0.0311969 | Time: 1950.96 ms [2022-04-10 06:11:35 main:574] : INFO : Epoch 1702 | loss: 0.03118 | val_loss: 0.031189 | Time: 1967.04 ms [2022-04-10 06:11:37 main:574] : INFO : Epoch 1703 | loss: 0.0311765 | val_loss: 0.0311971 | Time: 1961.66 ms [2022-04-10 06:11:39 main:574] : INFO : Epoch 1704 | loss: 0.031177 | val_loss: 0.0311999 | Time: 1946.02 ms [2022-04-10 06:11:40 main:574] : INFO : Epoch 1705 | loss: 0.0311764 | val_loss: 0.0311979 | Time: 1931.53 ms [2022-04-10 06:11:42 main:574] : INFO : Epoch 1706 | loss: 0.0311755 | val_loss: 0.031194 | Time: 1960.87 ms [2022-04-10 06:11:44 main:574] : INFO : Epoch 1707 | loss: 0.0311756 | val_loss: 0.0312008 | Time: 1955.6 ms [2022-04-10 06:11:46 main:574] : INFO : Epoch 1708 | loss: 0.0311763 | val_loss: 0.0312043 | Time: 1939.28 ms [2022-04-10 06:11:48 main:574] : INFO : Epoch 1709 | loss: 0.0311764 | val_loss: 0.0312008 | Time: 1932.69 ms [2022-04-10 06:11:50 main:574] : INFO : Epoch 1710 | loss: 0.0311763 | val_loss: 0.0311916 | Time: 2097.7 ms [2022-04-10 06:11:52 main:574] : INFO : Epoch 1711 | loss: 0.0311773 | val_loss: 0.0312104 | Time: 1941.56 ms [2022-04-10 06:11:54 main:574] : INFO : Epoch 1712 | loss: 0.0311802 | val_loss: 0.031199 | Time: 1949.55 ms [2022-04-10 06:11:56 main:574] : INFO : Epoch 1713 | loss: 0.031176 | val_loss: 0.0311961 | Time: 1935.8 ms [2022-04-10 06:11:58 main:574] : INFO : Epoch 1714 | loss: 0.0311754 | val_loss: 0.0311994 | Time: 1939.81 ms [2022-04-10 06:12:00 main:574] : INFO : Epoch 1715 | loss: 0.0311739 | val_loss: 0.0312008 | Time: 1951.62 ms [2022-04-10 06:12:02 main:574] : INFO : Epoch 1716 | loss: 0.0311748 | val_loss: 0.0311941 | Time: 1948.9 ms [2022-04-10 06:12:04 main:574] : INFO : Epoch 1717 | loss: 0.0311797 | val_loss: 0.0311991 | Time: 1901.83 ms [2022-04-10 06:12:06 main:574] : INFO : Epoch 1718 | loss: 0.0311764 | val_loss: 0.031194 | Time: 1944.89 ms [2022-04-10 06:12:08 main:574] : INFO : Epoch 1719 | loss: 0.031178 | val_loss: 0.0311987 | Time: 1946.86 ms [2022-04-10 06:12:10 main:574] : INFO : Epoch 1720 | loss: 0.0311788 | val_loss: 0.031203 | Time: 1960.43 ms [2022-04-10 06:12:12 main:574] : INFO : Epoch 1721 | loss: 0.0311731 | val_loss: 0.0311969 | Time: 1934.94 ms [2022-04-10 06:12:14 main:574] : INFO : Epoch 1722 | loss: 0.0311741 | val_loss: 0.0312004 | Time: 1961.68 ms [2022-04-10 06:12:16 main:574] : INFO : Epoch 1723 | loss: 0.0311793 | val_loss: 0.031193 | Time: 1954.03 ms [2022-04-10 06:12:18 main:574] : INFO : Epoch 1724 | loss: 0.0311807 | val_loss: 0.0311992 | Time: 1936.97 ms [2022-04-10 06:12:20 main:574] : INFO : Epoch 1725 | loss: 0.0311757 | val_loss: 0.031202 | Time: 1951.18 ms [2022-04-10 06:12:22 main:574] : INFO : Epoch 1726 | loss: 0.0311755 | val_loss: 0.0312028 | Time: 1959.09 ms [2022-04-10 06:12:23 main:574] : INFO : Epoch 1727 | loss: 0.0311765 | val_loss: 0.0311905 | Time: 1925.73 ms [2022-04-10 06:12:25 main:574] : INFO : Epoch 1728 | loss: 0.0311746 | val_loss: 0.031196 | Time: 1983.36 ms [2022-04-10 06:12:27 main:574] : INFO : Epoch 1729 | loss: 0.0311736 | val_loss: 0.0311935 | Time: 1943.89 ms [2022-04-10 06:12:29 main:574] : INFO : Epoch 1730 | loss: 0.0311716 | val_loss: 0.031191 | Time: 1947.42 ms [2022-04-10 06:12:31 main:574] : INFO : Epoch 1731 | loss: 0.0311718 | val_loss: 0.0311976 | Time: 1928.64 ms [2022-04-10 06:12:33 main:574] : INFO : Epoch 1732 | loss: 0.0311749 | val_loss: 0.0311952 | Time: 1912.87 ms [2022-04-10 06:12:35 main:574] : INFO : Epoch 1733 | loss: 0.0311744 | val_loss: 0.0311917 | Time: 1963.46 ms [2022-04-10 06:12:37 main:574] : INFO : Epoch 1734 | loss: 0.0311731 | val_loss: 0.0312013 | Time: 1928.38 ms [2022-04-10 06:12:39 main:574] : INFO : Epoch 1735 | loss: 0.0311716 | val_loss: 0.0311918 | Time: 1944.6 ms [2022-04-10 06:12:41 main:574] : INFO : Epoch 1736 | loss: 0.0311716 | val_loss: 0.0312019 | Time: 1952.93 ms [2022-04-10 06:12:43 main:574] : INFO : Epoch 1737 | loss: 0.0311724 | val_loss: 0.0311964 | Time: 1951.22 ms [2022-04-10 06:12:45 main:574] : INFO : Epoch 1738 | loss: 0.0311786 | val_loss: 0.0311939 | Time: 1943.61 ms [2022-04-10 06:12:47 main:574] : INFO : Epoch 1739 | loss: 0.031187 | val_loss: 0.031202 | Time: 1955.77 ms [2022-04-10 06:12:49 main:574] : INFO : Epoch 1740 | loss: 0.0311775 | val_loss: 0.0311903 | Time: 1944.18 ms [2022-04-10 06:12:51 main:574] : INFO : Epoch 1741 | loss: 0.0311744 | val_loss: 0.0311915 | Time: 1958.29 ms [2022-04-10 06:12:53 main:574] : INFO : Epoch 1742 | loss: 0.0311738 | val_loss: 0.0311894 | Time: 1969.88 ms [2022-04-10 06:12:55 main:574] : INFO : Epoch 1743 | loss: 0.0311733 | val_loss: 0.0311943 | Time: 1949.89 ms [2022-04-10 06:12:57 main:574] : INFO : Epoch 1744 | loss: 0.0311743 | val_loss: 0.0311897 | Time: 1950.16 ms [2022-04-10 06:12:59 main:574] : INFO : Epoch 1745 | loss: 0.0311724 | val_loss: 0.031188 | Time: 1926.89 ms [2022-04-10 06:13:01 main:574] : INFO : Epoch 1746 | loss: 0.0311712 | val_loss: 0.0311908 | Time: 1973.34 ms [2022-04-10 06:13:03 main:574] : INFO : Epoch 1747 | loss: 0.0311705 | val_loss: 0.0311964 | Time: 1959.29 ms [2022-04-10 06:13:05 main:574] : INFO : Epoch 1748 | loss: 0.0311731 | val_loss: 0.0311885 | Time: 1953.48 ms [2022-04-10 06:13:06 main:574] : INFO : Epoch 1749 | loss: 0.0311714 | val_loss: 0.0311877 | Time: 1942.11 ms [2022-04-10 06:13:08 main:574] : INFO : Epoch 1750 | loss: 0.03117 | val_loss: 0.031189 | Time: 1924.08 ms [2022-04-10 06:13:10 main:574] : INFO : Epoch 1751 | loss: 0.0311698 | val_loss: 0.0311898 | Time: 1942.29 ms [2022-04-10 06:13:12 main:574] : INFO : Epoch 1752 | loss: 0.0311704 | val_loss: 0.0311914 | Time: 1929.99 ms [2022-04-10 06:13:14 main:574] : INFO : Epoch 1753 | loss: 0.0311695 | val_loss: 0.0311883 | Time: 1934.7 ms [2022-04-10 06:13:16 main:574] : INFO : Epoch 1754 | loss: 0.0311738 | val_loss: 0.0311893 | Time: 1948.02 ms [2022-04-10 06:13:18 main:574] : INFO : Epoch 1755 | loss: 0.0311714 | val_loss: 0.0311881 | Time: 1937.41 ms [2022-04-10 06:13:20 main:574] : INFO : Epoch 1756 | loss: 0.0311707 | val_loss: 0.0311881 | Time: 1936.48 ms [2022-04-10 06:13:22 main:574] : INFO : Epoch 1757 | loss: 0.0311702 | val_loss: 0.0311877 | Time: 1911.52 ms [2022-04-10 06:13:24 main:574] : INFO : Epoch 1758 | loss: 0.0311709 | val_loss: 0.0311924 | Time: 1969.56 ms [2022-04-10 06:13:26 main:574] : INFO : Epoch 1759 | loss: 0.0311707 | val_loss: 0.0311941 | Time: 1929.44 ms [2022-04-10 06:13:28 main:574] : INFO : Epoch 1760 | loss: 0.0311704 | val_loss: 0.0311903 | Time: 1968.65 ms [2022-04-10 06:13:30 main:574] : INFO : Epoch 1761 | loss: 0.0311688 | val_loss: 0.0311948 | Time: 1942.38 ms [2022-04-10 06:13:32 main:574] : INFO : Epoch 1762 | loss: 0.0311688 | val_loss: 0.0311912 | Time: 1943.16 ms [2022-04-10 06:13:34 main:574] : INFO : Epoch 1763 | loss: 0.0311695 | val_loss: 0.0311906 | Time: 1938.7 ms [2022-04-10 06:13:36 main:574] : INFO : Epoch 1764 | loss: 0.0311686 | val_loss: 0.0311928 | Time: 1965.94 ms [2022-04-10 06:13:38 main:574] : INFO : Epoch 1765 | loss: 0.0311684 | val_loss: 0.0311899 | Time: 1936.45 ms [2022-04-10 06:13:40 main:574] : INFO : Epoch 1766 | loss: 0.0311675 | val_loss: 0.0311908 | Time: 1927.12 ms [2022-04-10 06:13:41 main:574] : INFO : Epoch 1767 | loss: 0.0311685 | val_loss: 0.0311944 | Time: 1939.53 ms [2022-04-10 06:13:43 main:574] : INFO : Epoch 1768 | loss: 0.0311695 | val_loss: 0.031188 | Time: 1937.64 ms [2022-04-10 06:13:45 main:574] : INFO : Epoch 1769 | loss: 0.0311694 | val_loss: 0.0311976 | Time: 1947.79 ms [2022-04-10 06:13:47 main:574] : INFO : Epoch 1770 | loss: 0.0311771 | val_loss: 0.0312079 | Time: 1946.02 ms [2022-04-10 06:13:49 main:574] : INFO : Epoch 1771 | loss: 0.031174 | val_loss: 0.031187 | Time: 1945.43 ms [2022-04-10 06:13:51 main:574] : INFO : Epoch 1772 | loss: 0.0311711 | val_loss: 0.0311955 | Time: 2094.01 ms [2022-04-10 06:13:53 main:574] : INFO : Epoch 1773 | loss: 0.0311723 | val_loss: 0.0311898 | Time: 2071.96 ms [2022-04-10 06:13:55 main:574] : INFO : Epoch 1774 | loss: 0.0311672 | val_loss: 0.0311884 | Time: 1940.22 ms [2022-04-10 06:13:57 main:574] : INFO : Epoch 1775 | loss: 0.0311696 | val_loss: 0.0311991 | Time: 1930.01 ms [2022-04-10 06:13:59 main:574] : INFO : Epoch 1776 | loss: 0.0311699 | val_loss: 0.0311907 | Time: 1930.37 ms [2022-04-10 06:14:01 main:574] : INFO : Epoch 1777 | loss: 0.031167 | val_loss: 0.0311898 | Time: 1978.5 ms [2022-04-10 06:14:03 main:574] : INFO : Epoch 1778 | loss: 0.0311686 | val_loss: 0.0311957 | Time: 1935.69 ms [2022-04-10 06:14:05 main:574] : INFO : Epoch 1779 | loss: 0.0311692 | val_loss: 0.0311943 | Time: 1960.52 ms [2022-04-10 06:14:07 main:574] : INFO : Epoch 1780 | loss: 0.0311677 | val_loss: 0.0311941 | Time: 1939.27 ms [2022-04-10 06:14:09 main:574] : INFO : Epoch 1781 | loss: 0.0311685 | val_loss: 0.0311943 | Time: 1954.71 ms [2022-04-10 06:14:11 main:574] : INFO : Epoch 1782 | loss: 0.0311738 | val_loss: 0.0311997 | Time: 1910.22 ms [2022-04-10 06:14:13 main:574] : INFO : Epoch 1783 | loss: 0.0311688 | val_loss: 0.0311918 | Time: 1928.59 ms [2022-04-10 06:14:15 main:574] : INFO : Epoch 1784 | loss: 0.0311702 | val_loss: 0.0311938 | Time: 1938.51 ms [2022-04-10 06:14:17 main:574] : INFO : Epoch 1785 | loss: 0.0311659 | val_loss: 0.0311923 | Time: 1944.41 ms [2022-04-10 06:14:19 main:574] : INFO : Epoch 1786 | loss: 0.0311695 | val_loss: 0.031203 | Time: 1940.2 ms [2022-04-10 06:14:21 main:574] : INFO : Epoch 1787 | loss: 0.0311713 | val_loss: 0.0311917 | Time: 1917.21 ms [2022-04-10 06:14:23 main:574] : INFO : Epoch 1788 | loss: 0.0311687 | val_loss: 0.0311892 | Time: 1939.32 ms [2022-04-10 06:14:25 main:574] : INFO : Epoch 1789 | loss: 0.031169 | val_loss: 0.0311933 | Time: 1969.85 ms [2022-04-10 06:14:26 main:574] : INFO : Epoch 1790 | loss: 0.0311704 | val_loss: 0.0311874 | Time: 1929.51 ms [2022-04-10 06:14:28 main:574] : INFO : Epoch 1791 | loss: 0.0311668 | val_loss: 0.0311907 | Time: 1934.4 ms [2022-04-10 06:14:30 main:574] : INFO : Epoch 1792 | loss: 0.031166 | val_loss: 0.0311911 | Time: 1919.6 ms [2022-04-10 06:14:32 main:574] : INFO : Epoch 1793 | loss: 0.0311652 | val_loss: 0.0311915 | Time: 1949.74 ms [2022-04-10 06:14:34 main:574] : INFO : Epoch 1794 | loss: 0.0311644 | val_loss: 0.0311939 | Time: 1980.12 ms [2022-04-10 06:14:36 main:574] : INFO : Epoch 1795 | loss: 0.031169 | val_loss: 0.0311961 | Time: 1964.21 ms [2022-04-10 06:14:38 main:574] : INFO : Epoch 1796 | loss: 0.0311656 | val_loss: 0.0311986 | Time: 1934.09 ms [2022-04-10 06:14:40 main:574] : INFO : Epoch 1797 | loss: 0.0311685 | val_loss: 0.0312007 | Time: 1990.98 ms [2022-04-10 06:14:42 main:574] : INFO : Epoch 1798 | loss: 0.0311699 | val_loss: 0.0311979 | Time: 1927.83 ms [2022-04-10 06:14:44 main:574] : INFO : Epoch 1799 | loss: 0.0311652 | val_loss: 0.0311935 | Time: 1958.06 ms [2022-04-10 06:14:46 main:574] : INFO : Epoch 1800 | loss: 0.0311706 | val_loss: 0.0311929 | Time: 1959.81 ms [2022-04-10 06:14:48 main:574] : INFO : Epoch 1801 | loss: 0.0311698 | val_loss: 0.0311975 | Time: 1933.2 ms [2022-04-10 06:14:50 main:574] : INFO : Epoch 1802 | loss: 0.0311669 | val_loss: 0.0311913 | Time: 1928.06 ms [2022-04-10 06:14:52 main:574] : INFO : Epoch 1803 | loss: 0.0311659 | val_loss: 0.0311939 | Time: 1957.28 ms [2022-04-10 06:14:54 main:574] : INFO : Epoch 1804 | loss: 0.0311659 | val_loss: 0.0311902 | Time: 1966.9 ms [2022-04-10 06:14:56 main:574] : INFO : Epoch 1805 | loss: 0.0311666 | val_loss: 0.031191 | Time: 1928.33 ms [2022-04-10 06:14:58 main:574] : INFO : Epoch 1806 | loss: 0.0311633 | val_loss: 0.0311915 | Time: 1960.37 ms [2022-04-10 06:15:00 main:574] : INFO : Epoch 1807 | loss: 0.031164 | val_loss: 0.0311902 | Time: 1973.28 ms [2022-04-10 06:15:02 main:574] : INFO : Epoch 1808 | loss: 0.0311624 | val_loss: 0.0311862 | Time: 1950.85 ms [2022-04-10 06:15:04 main:574] : INFO : Epoch 1809 | loss: 0.031164 | val_loss: 0.0311963 | Time: 1954.03 ms [2022-04-10 06:15:06 main:574] : INFO : Epoch 1810 | loss: 0.0311651 | val_loss: 0.031187 | Time: 1935.74 ms [2022-04-10 06:15:08 main:574] : INFO : Epoch 1811 | loss: 0.0311718 | val_loss: 0.0311883 | Time: 1954.49 ms [2022-04-10 06:15:10 main:574] : INFO : Epoch 1812 | loss: 0.0311701 | val_loss: 0.0311861 | Time: 1964.48 ms [2022-04-10 06:15:11 main:574] : INFO : Epoch 1813 | loss: 0.0311661 | val_loss: 0.0311846 | Time: 1943.39 ms [2022-04-10 06:15:13 main:574] : INFO : Epoch 1814 | loss: 0.0311672 | val_loss: 0.0311862 | Time: 1920.54 ms [2022-04-10 06:15:15 main:574] : INFO : Epoch 1815 | loss: 0.0311657 | val_loss: 0.0311896 | Time: 1941.69 ms [2022-04-10 06:15:17 main:574] : INFO : Epoch 1816 | loss: 0.0311653 | val_loss: 0.0311847 | Time: 1958.04 ms [2022-04-10 06:15:19 main:574] : INFO : Epoch 1817 | loss: 0.0311658 | val_loss: 0.0311898 | Time: 1993.07 ms [2022-04-10 06:15:21 main:574] : INFO : Epoch 1818 | loss: 0.0311678 | val_loss: 0.0311902 | Time: 1937.69 ms [2022-04-10 06:15:23 main:574] : INFO : Epoch 1819 | loss: 0.031169 | val_loss: 0.0311911 | Time: 1955.74 ms [2022-04-10 06:15:25 main:574] : INFO : Epoch 1820 | loss: 0.0311685 | val_loss: 0.0311853 | Time: 1967.26 ms [2022-04-10 06:15:27 main:574] : INFO : Epoch 1821 | loss: 0.0311718 | val_loss: 0.0311896 | Time: 1970.89 ms [2022-04-10 06:15:29 main:574] : INFO : Epoch 1822 | loss: 0.0311705 | val_loss: 0.0311845 | Time: 1934.32 ms [2022-04-10 06:15:31 main:574] : INFO : Epoch 1823 | loss: 0.0311684 | val_loss: 0.0311862 | Time: 1968.53 ms [2022-04-10 06:15:33 main:574] : INFO : Epoch 1824 | loss: 0.0311661 | val_loss: 0.0311914 | Time: 1961.89 ms [2022-04-10 06:15:35 main:574] : INFO : Epoch 1825 | loss: 0.0311643 | val_loss: 0.0311859 | Time: 1933.78 ms [2022-04-10 06:15:37 main:574] : INFO : Epoch 1826 | loss: 0.0311644 | val_loss: 0.0311905 | Time: 1956.27 ms [2022-04-10 06:15:39 main:574] : INFO : Epoch 1827 | loss: 0.0311644 | val_loss: 0.0311886 | Time: 1996.21 ms [2022-04-10 06:15:41 main:574] : INFO : Epoch 1828 | loss: 0.0311651 | val_loss: 0.0311886 | Time: 1936.29 ms [2022-04-10 06:15:43 main:574] : INFO : Epoch 1829 | loss: 0.0311643 | val_loss: 0.0311939 | Time: 1945.35 ms [2022-04-10 06:15:45 main:574] : INFO : Epoch 1830 | loss: 0.0311658 | val_loss: 0.0311882 | Time: 1948.02 ms [2022-04-10 06:15:47 main:574] : INFO : Epoch 1831 | loss: 0.0311718 | val_loss: 0.0311933 | Time: 1937.39 ms [2022-04-10 06:15:49 main:574] : INFO : Epoch 1832 | loss: 0.0311715 | val_loss: 0.0311919 | Time: 1935.08 ms [2022-04-10 06:15:51 main:574] : INFO : Epoch 1833 | loss: 0.0311684 | val_loss: 0.0311929 | Time: 1938.7 ms [2022-04-10 06:15:53 main:574] : INFO : Epoch 1834 | loss: 0.0311661 | val_loss: 0.0311903 | Time: 1970.63 ms [2022-04-10 06:15:55 main:574] : INFO : Epoch 1835 | loss: 0.0311661 | val_loss: 0.03119 | Time: 1939.29 ms [2022-04-10 06:15:56 main:574] : INFO : Epoch 1836 | loss: 0.0311658 | val_loss: 0.0311887 | Time: 1952.02 ms [2022-04-10 06:15:58 main:574] : INFO : Epoch 1837 | loss: 0.0311656 | val_loss: 0.0311932 | Time: 1910.24 ms [2022-04-10 06:16:00 main:574] : INFO : Epoch 1838 | loss: 0.0311681 | val_loss: 0.0311882 | Time: 1951.1 ms [2022-04-10 06:16:02 main:574] : INFO : Epoch 1839 | loss: 0.0311634 | val_loss: 0.0311908 | Time: 1943.19 ms [2022-04-10 06:16:04 main:574] : INFO : Epoch 1840 | loss: 0.0311655 | val_loss: 0.0311903 | Time: 1942.72 ms [2022-04-10 06:16:06 main:574] : INFO : Epoch 1841 | loss: 0.031163 | val_loss: 0.0311831 | Time: 1923.34 ms [2022-04-10 06:16:08 main:574] : INFO : Epoch 1842 | loss: 0.0311698 | val_loss: 0.0311837 | Time: 1968.11 ms [2022-04-10 06:16:10 main:574] : INFO : Epoch 1843 | loss: 0.0311672 | val_loss: 0.0311859 | Time: 1961.49 ms [2022-04-10 06:16:12 main:574] : INFO : Epoch 1844 | loss: 0.0311675 | val_loss: 0.0311915 | Time: 2005.22 ms [2022-04-10 06:16:14 main:574] : INFO : Epoch 1845 | loss: 0.0311689 | val_loss: 0.0311891 | Time: 1962.88 ms [2022-04-10 06:16:16 main:574] : INFO : Epoch 1846 | loss: 0.0311697 | val_loss: 0.0311852 | Time: 1961.59 ms [2022-04-10 06:16:18 main:574] : INFO : Epoch 1847 | loss: 0.0311666 | val_loss: 0.0311883 | Time: 1955.86 ms [2022-04-10 06:16:20 main:574] : INFO : Epoch 1848 | loss: 0.0311654 | val_loss: 0.0311923 | Time: 1941.01 ms [2022-04-10 06:16:22 main:574] : INFO : Epoch 1849 | loss: 0.0311659 | val_loss: 0.0311865 | Time: 1952.93 ms [2022-04-10 06:16:24 main:574] : INFO : Epoch 1850 | loss: 0.0311911 | val_loss: 0.0312056 | Time: 1960.69 ms [2022-04-10 06:16:26 main:574] : INFO : Epoch 1851 | loss: 0.0312208 | val_loss: 0.0312225 | Time: 1963.03 ms [2022-04-10 06:16:28 main:574] : INFO : Epoch 1852 | loss: 0.0312103 | val_loss: 0.0311991 | Time: 1999.92 ms [2022-04-10 06:16:30 main:574] : INFO : Epoch 1853 | loss: 0.031195 | val_loss: 0.0311935 | Time: 1969.78 ms [2022-04-10 06:16:32 main:574] : INFO : Epoch 1854 | loss: 0.0311917 | val_loss: 0.0311912 | Time: 1976.79 ms [2022-04-10 06:16:34 main:574] : INFO : Epoch 1855 | loss: 0.0311873 | val_loss: 0.0311932 | Time: 1961.22 ms [2022-04-10 06:16:36 main:574] : INFO : Epoch 1856 | loss: 0.0311888 | val_loss: 0.0312151 | Time: 1930.79 ms [2022-04-10 06:16:38 main:574] : INFO : Epoch 1857 | loss: 0.0311933 | val_loss: 0.0311901 | Time: 1957.79 ms [2022-04-10 06:16:40 main:574] : INFO : Epoch 1858 | loss: 0.0311859 | val_loss: 0.0311867 | Time: 1979.48 ms [2022-04-10 06:16:42 main:574] : INFO : Epoch 1859 | loss: 0.031183 | val_loss: 0.0311862 | Time: 1932.01 ms [2022-04-10 06:16:44 main:574] : INFO : Epoch 1860 | loss: 0.031188 | val_loss: 0.0312005 | Time: 1948.52 ms [2022-04-10 06:16:45 main:574] : INFO : Epoch 1861 | loss: 0.0311907 | val_loss: 0.031189 | Time: 1945.09 ms [2022-04-10 06:16:47 main:574] : INFO : Epoch 1862 | loss: 0.0311856 | val_loss: 0.031189 | Time: 1959.31 ms [2022-04-10 06:16:49 main:574] : INFO : Epoch 1863 | loss: 0.0311823 | val_loss: 0.0311859 | Time: 1959.54 ms [2022-04-10 06:16:51 main:574] : INFO : Epoch 1864 | loss: 0.0311813 | val_loss: 0.031187 | Time: 1966.9 ms [2022-04-10 06:16:53 main:574] : INFO : Epoch 1865 | loss: 0.0311802 | val_loss: 0.0311865 | Time: 2004.48 ms [2022-04-10 06:16:55 main:574] : INFO : Epoch 1866 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 1926.28 ms [2022-04-10 06:16:57 main:574] : INFO : Epoch 1867 | loss: 0.0311791 | val_loss: 0.0311866 | Time: 1962.26 ms [2022-04-10 06:16:59 main:574] : INFO : Epoch 1868 | loss: 0.0311813 | val_loss: 0.0311871 | Time: 1989.76 ms [2022-04-10 06:17:01 main:574] : INFO : Epoch 1869 | loss: 0.0311786 | val_loss: 0.0311862 | Time: 1967.84 ms [2022-04-10 06:17:03 main:574] : INFO : Epoch 1870 | loss: 0.0311797 | val_loss: 0.0311855 | Time: 1982.79 ms [2022-04-10 06:17:05 main:574] : INFO : Epoch 1871 | loss: 0.0311788 | val_loss: 0.0311895 | Time: 1920 ms [2022-04-10 06:17:07 main:574] : INFO : Epoch 1872 | loss: 0.0311784 | val_loss: 0.0311942 | Time: 1982.19 ms [2022-04-10 06:17:09 main:574] : INFO : Epoch 1873 | loss: 0.0311802 | val_loss: 0.0311873 | Time: 1968.26 ms [2022-04-10 06:17:11 main:574] : INFO : Epoch 1874 | loss: 0.0311769 | val_loss: 0.0311854 | Time: 1948.71 ms [2022-04-10 06:17:13 main:574] : INFO : Epoch 1875 | loss: 0.0311775 | val_loss: 0.0311872 | Time: 1953.7 ms [2022-04-10 06:17:15 main:574] : INFO : Epoch 1876 | loss: 0.0311775 | val_loss: 0.0311892 | Time: 1956.78 ms [2022-04-10 06:17:17 main:574] : INFO : Epoch 1877 | loss: 0.0311781 | val_loss: 0.0311853 | Time: 1947.99 ms [2022-04-10 06:17:19 main:574] : INFO : Epoch 1878 | loss: 0.0311773 | val_loss: 0.031187 | Time: 1937.23 ms [2022-04-10 06:17:21 main:574] : INFO : Epoch 1879 | loss: 0.0311792 | val_loss: 0.0311842 | Time: 1981.15 ms [2022-04-10 06:17:23 main:574] : INFO : Epoch 1880 | loss: 0.0311789 | val_loss: 0.031185 | Time: 1922.74 ms [2022-04-10 06:17:25 main:574] : INFO : Epoch 1881 | loss: 0.0311753 | val_loss: 0.0311825 | Time: 1935.74 ms [2022-04-10 06:17:27 main:574] : INFO : Epoch 1882 | loss: 0.0311759 | val_loss: 0.0311837 | Time: 1940.37 ms [2022-04-10 06:17:29 main:574] : INFO : Epoch 1883 | loss: 0.0311762 | val_loss: 0.0311825 | Time: 1957.38 ms [2022-04-10 06:17:31 main:574] : INFO : Epoch 1884 | loss: 0.0311755 | val_loss: 0.0311879 | Time: 1941.42 ms [2022-04-10 06:17:33 main:574] : INFO : Epoch 1885 | loss: 0.0311739 | val_loss: 0.0311857 | Time: 1955.51 ms [2022-04-10 06:17:35 main:574] : INFO : Epoch 1886 | loss: 0.0311738 | val_loss: 0.0311821 | Time: 1961.76 ms [2022-04-10 06:17:36 main:574] : INFO : Epoch 1887 | loss: 0.0311751 | val_loss: 0.0311831 | Time: 1971.33 ms [2022-04-10 06:17:38 main:574] : INFO : Epoch 1888 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 1931.15 ms [2022-04-10 06:17:40 main:574] : INFO : Epoch 1889 | loss: 0.0311776 | val_loss: 0.0311863 | Time: 1965.64 ms [2022-04-10 06:17:42 main:574] : INFO : Epoch 1890 | loss: 0.0311741 | val_loss: 0.0311847 | Time: 1941.44 ms [2022-04-10 06:17:44 main:574] : INFO : Epoch 1891 | loss: 0.0311721 | val_loss: 0.0311835 | Time: 1946.1 ms [2022-04-10 06:17:46 main:574] : INFO : Epoch 1892 | loss: 0.0311722 | val_loss: 0.0311824 | Time: 1919.09 ms [2022-04-10 06:17:48 main:574] : INFO : Epoch 1893 | loss: 0.0311741 | val_loss: 0.0311856 | Time: 1957.15 ms [2022-04-10 06:17:50 main:574] : INFO : Epoch 1894 | loss: 0.0311762 | val_loss: 0.0311903 | Time: 1944.3 ms [2022-04-10 06:17:52 main:574] : INFO : Epoch 1895 | loss: 0.0311759 | val_loss: 0.0311822 | Time: 1972.7 ms [2022-04-10 06:17:54 main:574] : INFO : Epoch 1896 | loss: 0.0311725 | val_loss: 0.0311862 | Time: 1914.98 ms [2022-04-10 06:17:56 main:574] : INFO : Epoch 1897 | loss: 0.0311736 | val_loss: 0.0311827 | Time: 1959.25 ms [2022-04-10 06:17:58 main:574] : INFO : Epoch 1898 | loss: 0.0311733 | val_loss: 0.0311901 | Time: 1932.03 ms [2022-04-10 06:18:00 main:574] : INFO : Epoch 1899 | loss: 0.0311746 | val_loss: 0.0311853 | Time: 1965.71 ms [2022-04-10 06:18:02 main:574] : INFO : Epoch 1900 | loss: 0.0311745 | val_loss: 0.0311812 | Time: 1956.9 ms [2022-04-10 06:18:04 main:574] : INFO : Epoch 1901 | loss: 0.0311753 | val_loss: 0.0311886 | Time: 1970.57 ms [2022-04-10 06:18:06 main:574] : INFO : Epoch 1902 | loss: 0.0311734 | val_loss: 0.0311848 | Time: 1935.07 ms [2022-04-10 06:18:08 main:574] : INFO : Epoch 1903 | loss: 0.0311716 | val_loss: 0.0311799 | Time: 1927.58 ms [2022-04-10 06:18:10 main:574] : INFO : Epoch 1904 | loss: 0.0311714 | val_loss: 0.031183 | Time: 1933.57 ms [2022-04-10 06:18:12 main:574] : INFO : Epoch 1905 | loss: 0.0311697 | val_loss: 0.0311845 | Time: 1927.24 ms [2022-04-10 06:18:14 main:574] : INFO : Epoch 1906 | loss: 0.0311684 | val_loss: 0.0311833 | Time: 1925.86 ms [2022-04-10 06:18:15 main:574] : INFO : Epoch 1907 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 1974.51 ms [2022-04-10 06:18:17 main:574] : INFO : Epoch 1908 | loss: 0.0311683 | val_loss: 0.03118 | Time: 1941.28 ms [2022-04-10 06:18:19 main:574] : INFO : Epoch 1909 | loss: 0.0311693 | val_loss: 0.0311815 | Time: 1950.73 ms [2022-04-10 06:18:21 main:574] : INFO : Epoch 1910 | loss: 0.031171 | val_loss: 0.0311804 | Time: 1931.42 ms [2022-04-10 06:18:23 main:574] : INFO : Epoch 1911 | loss: 0.0311674 | val_loss: 0.0311813 | Time: 1938.28 ms [2022-04-10 06:18:25 main:574] : INFO : Epoch 1912 | loss: 0.0311689 | val_loss: 0.0311827 | Time: 1942.6 ms [2022-04-10 06:18:27 main:574] : INFO : Epoch 1913 | loss: 0.0311672 | val_loss: 0.0311803 | Time: 1926.99 ms [2022-04-10 06:18:29 main:574] : INFO : Epoch 1914 | loss: 0.0311719 | val_loss: 0.0311864 | Time: 1965.86 ms [2022-04-10 06:18:31 main:574] : INFO : Epoch 1915 | loss: 0.0311711 | val_loss: 0.0311827 | Time: 1952.98 ms [2022-04-10 06:18:33 main:574] : INFO : Epoch 1916 | loss: 0.0311717 | val_loss: 0.0311882 | Time: 1936.53 ms [2022-04-10 06:18:35 main:574] : INFO : Epoch 1917 | loss: 0.0311716 | val_loss: 0.0311795 | Time: 2102.73 ms [2022-04-10 06:18:37 main:574] : INFO : Epoch 1918 | loss: 0.0311698 | val_loss: 0.0311825 | Time: 2171.87 ms [2022-04-10 06:18:39 main:574] : INFO : Epoch 1919 | loss: 0.0311724 | val_loss: 0.0311855 | Time: 2129.88 ms [2022-04-10 06:18:42 main:574] : INFO : Epoch 1920 | loss: 0.0311706 | val_loss: 0.0311839 | Time: 2095.2 ms [2022-04-10 06:18:44 main:574] : INFO : Epoch 1921 | loss: 0.0311687 | val_loss: 0.031182 | Time: 2204.15 ms [2022-04-10 06:18:46 main:574] : INFO : Epoch 1922 | loss: 0.0311679 | val_loss: 0.0311781 | Time: 2084.55 ms [2022-04-10 06:18:48 main:574] : INFO : Epoch 1923 | loss: 0.0311669 | val_loss: 0.0311811 | Time: 2185.38 ms [2022-04-10 06:18:50 main:574] : INFO : Epoch 1924 | loss: 0.0311698 | val_loss: 0.0311905 | Time: 2184.91 ms [2022-04-10 06:18:52 main:574] : INFO : Epoch 1925 | loss: 0.0311682 | val_loss: 0.0311822 | Time: 2138.36 ms [2022-04-10 06:18:55 main:574] : INFO : Epoch 1926 | loss: 0.031168 | val_loss: 0.0311839 | Time: 2174.78 ms [2022-04-10 06:18:57 main:574] : INFO : Epoch 1927 | loss: 0.0311678 | val_loss: 0.0311835 | Time: 2126.79 ms [2022-04-10 06:18:59 main:574] : INFO : Epoch 1928 | loss: 0.0311663 | val_loss: 0.0311847 | Time: 2163.96 ms [2022-04-10 06:19:01 main:574] : INFO : Epoch 1929 | loss: 0.0311659 | val_loss: 0.0311818 | Time: 2131.33 ms [2022-04-10 06:19:03 main:574] : INFO : Epoch 1930 | loss: 0.0311683 | val_loss: 0.0311831 | Time: 2001.21 ms [2022-04-10 06:19:05 main:574] : INFO : Epoch 1931 | loss: 0.0311675 | val_loss: 0.0311843 | Time: 1949.74 ms [2022-04-10 06:19:07 main:574] : INFO : Epoch 1932 | loss: 0.0311669 | val_loss: 0.031182 | Time: 1947.35 ms [2022-04-10 06:19:09 main:574] : INFO : Epoch 1933 | loss: 0.0311669 | val_loss: 0.0311812 | Time: 1958.76 ms [2022-04-10 06:19:11 main:574] : INFO : Epoch 1934 | loss: 0.0311655 | val_loss: 0.03118 | Time: 1950.65 ms [2022-04-10 06:19:13 main:574] : INFO : Epoch 1935 | loss: 0.0311663 | val_loss: 0.0311853 | Time: 1964.87 ms [2022-04-10 06:19:15 main:574] : INFO : Epoch 1936 | loss: 0.0311696 | val_loss: 0.0311855 | Time: 1934.98 ms [2022-04-10 06:19:17 main:574] : INFO : Epoch 1937 | loss: 0.031172 | val_loss: 0.0311877 | Time: 1964.17 ms [2022-04-10 06:19:19 main:574] : INFO : Epoch 1938 | loss: 0.0311701 | val_loss: 0.031184 | Time: 1966.54 ms [2022-04-10 06:19:21 main:574] : INFO : Epoch 1939 | loss: 0.0311732 | val_loss: 0.0311876 | Time: 1958.91 ms [2022-04-10 06:19:23 main:574] : INFO : Epoch 1940 | loss: 0.031169 | val_loss: 0.0311846 | Time: 1947.4 ms [2022-04-10 06:19:25 main:574] : INFO : Epoch 1941 | loss: 0.0311675 | val_loss: 0.0311882 | Time: 1946.76 ms [2022-04-10 06:19:26 main:574] : INFO : Epoch 1942 | loss: 0.0311702 | val_loss: 0.0311894 | Time: 1954.34 ms [2022-04-10 06:19:28 main:574] : INFO : Epoch 1943 | loss: 0.0311655 | val_loss: 0.0311823 | Time: 1943.09 ms [2022-04-10 06:19:30 main:574] : INFO : Epoch 1944 | loss: 0.0311665 | val_loss: 0.0311831 | Time: 1953.89 ms [2022-04-10 06:19:32 main:574] : INFO : Epoch 1945 | loss: 0.031167 | val_loss: 0.0311832 | Time: 1914.32 ms [2022-04-10 06:19:34 main:574] : INFO : Epoch 1946 | loss: 0.0311672 | val_loss: 0.0311838 | Time: 1940.96 ms [2022-04-10 06:19:36 main:574] : INFO : Epoch 1947 | loss: 0.0311667 | val_loss: 0.0311871 | Time: 1943.03 ms [2022-04-10 06:19:38 main:574] : INFO : Epoch 1948 | loss: 0.0311658 | val_loss: 0.031182 | Time: 1905.96 ms [2022-04-10 06:19:40 main:574] : INFO : Epoch 1949 | loss: 0.0311693 | val_loss: 0.0311832 | Time: 1957.46 ms [2022-04-10 06:19:42 main:574] : INFO : Epoch 1950 | loss: 0.0311682 | val_loss: 0.0311866 | Time: 1919.84 ms [2022-04-10 06:19:44 main:574] : INFO : Epoch 1951 | loss: 0.0311648 | val_loss: 0.0311826 | Time: 1937.99 ms [2022-04-10 06:19:46 main:574] : INFO : Epoch 1952 | loss: 0.0311649 | val_loss: 0.0311881 | Time: 1934.85 ms [2022-04-10 06:19:48 main:574] : INFO : Epoch 1953 | loss: 0.0311668 | val_loss: 0.0311849 | Time: 1924.18 ms [2022-04-10 06:19:50 main:574] : INFO : Epoch 1954 | loss: 0.0311641 | val_loss: 0.0311844 | Time: 1945.18 ms [2022-04-10 06:19:52 main:574] : INFO : Epoch 1955 | loss: 0.0311627 | val_loss: 0.0311829 | Time: 1933.77 ms [2022-04-10 06:19:54 main:574] : INFO : Epoch 1956 | loss: 0.0311621 | val_loss: 0.0311841 | Time: 1944.48 ms [2022-04-10 06:19:56 main:574] : INFO : Epoch 1957 | loss: 0.0311623 | val_loss: 0.0311832 | Time: 1949.02 ms [2022-04-10 06:19:58 main:574] : INFO : Epoch 1958 | loss: 0.0311654 | val_loss: 0.0311832 | Time: 1950.75 ms [2022-04-10 06:19:59 main:574] : INFO : Epoch 1959 | loss: 0.0311621 | val_loss: 0.031183 | Time: 1930.03 ms [2022-04-10 06:20:01 main:574] : INFO : Epoch 1960 | loss: 0.0311632 | val_loss: 0.0311848 | Time: 1953.7 ms [2022-04-10 06:20:03 main:574] : INFO : Epoch 1961 | loss: 0.0311717 | val_loss: 0.031182 | Time: 1922.02 ms [2022-04-10 06:20:05 main:574] : INFO : Epoch 1962 | loss: 0.031166 | val_loss: 0.0311803 | Time: 1912.88 ms [2022-04-10 06:20:07 main:574] : INFO : Epoch 1963 | loss: 0.0311626 | val_loss: 0.0311813 | Time: 1922.48 ms [2022-04-10 06:20:09 main:574] : INFO : Epoch 1964 | loss: 0.0311641 | val_loss: 0.0311784 | Time: 1941.43 ms [2022-04-10 06:20:11 main:574] : INFO : Epoch 1965 | loss: 0.0311613 | val_loss: 0.0311838 | Time: 1935.47 ms [2022-04-10 06:20:13 main:574] : INFO : Epoch 1966 | loss: 0.0311629 | val_loss: 0.0311797 | Time: 1916.13 ms [2022-04-10 06:20:15 main:574] : INFO : Epoch 1967 | loss: 0.0311637 | val_loss: 0.0311837 | Time: 1944.7 ms [2022-04-10 06:20:17 main:574] : INFO : Epoch 1968 | loss: 0.0311654 | val_loss: 0.0311895 | Time: 1938.11 ms [2022-04-10 06:20:19 main:574] : INFO : Epoch 1969 | loss: 0.0311675 | val_loss: 0.0311794 | Time: 1932.41 ms [2022-04-10 06:20:21 main:574] : INFO : Epoch 1970 | loss: 0.0311661 | val_loss: 0.0311872 | Time: 1950.66 ms [2022-04-10 06:20:23 main:574] : INFO : Epoch 1971 | loss: 0.0311683 | val_loss: 0.0311779 | Time: 1946.21 ms [2022-04-10 06:20:25 main:574] : INFO : Epoch 1972 | loss: 0.0311658 | val_loss: 0.0311789 | Time: 1934.68 ms [2022-04-10 06:20:27 main:574] : INFO : Epoch 1973 | loss: 0.0311637 | val_loss: 0.0311786 | Time: 1930.04 ms [2022-04-10 06:20:29 main:574] : INFO : Epoch 1974 | loss: 0.0311639 | val_loss: 0.0311811 | Time: 1954.98 ms [2022-04-10 06:20:31 main:574] : INFO : Epoch 1975 | loss: 0.0311653 | val_loss: 0.0311826 | Time: 1956.16 ms [2022-04-10 06:20:32 main:574] : INFO : Epoch 1976 | loss: 0.031166 | val_loss: 0.031178 | Time: 1941.23 ms [2022-04-10 06:20:34 main:574] : INFO : Epoch 1977 | loss: 0.0311679 | val_loss: 0.0311823 | Time: 1983.63 ms [2022-04-10 06:20:36 main:574] : INFO : Epoch 1978 | loss: 0.0311623 | val_loss: 0.0311798 | Time: 2025.73 ms [2022-04-10 06:20:38 main:574] : INFO : Epoch 1979 | loss: 0.0311624 | val_loss: 0.0311841 | Time: 1991.2 ms [2022-04-10 06:20:40 main:574] : INFO : Epoch 1980 | loss: 0.0311618 | val_loss: 0.0311911 | Time: 1944.33 ms [2022-04-10 06:20:42 main:574] : INFO : Epoch 1981 | loss: 0.0311632 | val_loss: 0.0311781 | Time: 1954.34 ms [2022-04-10 06:20:44 main:574] : INFO : Epoch 1982 | loss: 0.0311608 | val_loss: 0.0311815 | Time: 1984.72 ms [2022-04-10 06:20:46 main:574] : INFO : Epoch 1983 | loss: 0.0311636 | val_loss: 0.031182 | Time: 1965.73 ms [2022-04-10 06:20:48 main:574] : INFO : Epoch 1984 | loss: 0.0311643 | val_loss: 0.0311806 | Time: 1966.19 ms [2022-04-10 06:20:50 main:574] : INFO : Epoch 1985 | loss: 0.0311633 | val_loss: 0.0311823 | Time: 1943.94 ms [2022-04-10 06:20:52 main:574] : INFO : Epoch 1986 | loss: 0.0311605 | val_loss: 0.0311817 | Time: 1918.13 ms [2022-04-10 06:20:54 main:574] : INFO : Epoch 1987 | loss: 0.0311604 | val_loss: 0.0311833 | Time: 1943.89 ms [2022-04-10 06:20:56 main:574] : INFO : Epoch 1988 | loss: 0.0311598 | val_loss: 0.0311852 | Time: 1971.01 ms [2022-04-10 06:20:58 main:574] : INFO : Epoch 1989 | loss: 0.031159 | val_loss: 0.0311806 | Time: 1936.91 ms [2022-04-10 06:21:00 main:574] : INFO : Epoch 1990 | loss: 0.031159 | val_loss: 0.0311847 | Time: 1991.17 ms [2022-04-10 06:21:02 main:574] : INFO : Epoch 1991 | loss: 0.0311616 | val_loss: 0.031189 | Time: 1952.91 ms [2022-04-10 06:21:04 main:574] : INFO : Epoch 1992 | loss: 0.0311627 | val_loss: 0.0311818 | Time: 1951.38 ms [2022-04-10 06:21:06 main:574] : INFO : Epoch 1993 | loss: 0.0311604 | val_loss: 0.0311842 | Time: 1909.86 ms [2022-04-10 06:21:08 main:574] : INFO : Epoch 1994 | loss: 0.0311594 | val_loss: 0.0311846 | Time: 1925.72 ms [2022-04-10 06:21:10 main:574] : INFO : Epoch 1995 | loss: 0.0311594 | val_loss: 0.0311811 | Time: 1946.95 ms [2022-04-10 06:21:12 main:574] : INFO : Epoch 1996 | loss: 0.0311594 | val_loss: 0.0311836 | Time: 1925 ms [2022-04-10 06:21:14 main:574] : INFO : Epoch 1997 | loss: 0.0311591 | val_loss: 0.0311822 | Time: 1928.44 ms [2022-04-10 06:21:16 main:574] : INFO : Epoch 1998 | loss: 0.0311583 | val_loss: 0.0311805 | Time: 1976.64 ms [2022-04-10 06:21:18 main:574] : INFO : Epoch 1999 | loss: 0.0311601 | val_loss: 0.031182 | Time: 1949.15 ms [2022-04-10 06:21:19 main:574] : INFO : Epoch 2000 | loss: 0.0311648 | val_loss: 0.0311872 | Time: 1929.19 ms [2022-04-10 06:21:21 main:574] : INFO : Epoch 2001 | loss: 0.0311608 | val_loss: 0.0311846 | Time: 1946.17 ms [2022-04-10 06:21:23 main:574] : INFO : Epoch 2002 | loss: 0.0311668 | val_loss: 0.0311806 | Time: 1935.03 ms [2022-04-10 06:21:25 main:574] : INFO : Epoch 2003 | loss: 0.0311682 | val_loss: 0.0311796 | Time: 1932.3 ms [2022-04-10 06:21:27 main:574] : INFO : Epoch 2004 | loss: 0.0311646 | val_loss: 0.0311797 | Time: 1960.13 ms [2022-04-10 06:21:29 main:574] : INFO : Epoch 2005 | loss: 0.0311633 | val_loss: 0.0311891 | Time: 1954.15 ms [2022-04-10 06:21:31 main:574] : INFO : Epoch 2006 | loss: 0.0311666 | val_loss: 0.0311799 | Time: 1932.58 ms [2022-04-10 06:21:33 main:574] : INFO : Epoch 2007 | loss: 0.0311663 | val_loss: 0.0311794 | Time: 1949.99 ms [2022-04-10 06:21:35 main:574] : INFO : Epoch 2008 | loss: 0.0311644 | val_loss: 0.03118 | Time: 1932.55 ms [2022-04-10 06:21:37 main:574] : INFO : Epoch 2009 | loss: 0.0311616 | val_loss: 0.0311786 | Time: 1934.95 ms [2022-04-10 06:21:39 main:574] : INFO : Epoch 2010 | loss: 0.0311627 | val_loss: 0.0311823 | Time: 1953.65 ms [2022-04-10 06:21:41 main:574] : INFO : Epoch 2011 | loss: 0.0311642 | val_loss: 0.0311774 | Time: 1946.09 ms [2022-04-10 06:21:43 main:574] : INFO : Epoch 2012 | loss: 0.0311634 | val_loss: 0.0311835 | Time: 1920.88 ms [2022-04-10 06:21:45 main:574] : INFO : Epoch 2013 | loss: 0.0311614 | val_loss: 0.0311756 | Time: 1971.49 ms [2022-04-10 06:21:47 main:574] : INFO : Epoch 2014 | loss: 0.0311622 | val_loss: 0.0311783 | Time: 1934.05 ms [2022-04-10 06:21:49 main:574] : INFO : Epoch 2015 | loss: 0.0311636 | val_loss: 0.0311811 | Time: 1912.18 ms [2022-04-10 06:21:51 main:574] : INFO : Epoch 2016 | loss: 0.0311613 | val_loss: 0.0311789 | Time: 1918.37 ms [2022-04-10 06:21:53 main:574] : INFO : Epoch 2017 | loss: 0.0311593 | val_loss: 0.0311785 | Time: 1911.77 ms [2022-04-10 06:21:54 main:574] : INFO : Epoch 2018 | loss: 0.0311577 | val_loss: 0.0311769 | Time: 1939.54 ms [2022-04-10 06:21:56 main:574] : INFO : Epoch 2019 | loss: 0.0311567 | val_loss: 0.0311798 | Time: 1940.71 ms [2022-04-10 06:21:58 main:574] : INFO : Epoch 2020 | loss: 0.0311582 | val_loss: 0.0311833 | Time: 1944.37 ms [2022-04-10 06:22:00 main:574] : INFO : Epoch 2021 | loss: 0.0311595 | val_loss: 0.0311764 | Time: 1957.16 ms [2022-04-10 06:22:02 main:574] : INFO : Epoch 2022 | loss: 0.0311597 | val_loss: 0.0311891 | Time: 1937.04 ms [2022-04-10 06:22:04 main:574] : INFO : Epoch 2023 | loss: 0.0311613 | val_loss: 0.0311838 | Time: 1948.04 ms [2022-04-10 06:22:06 main:574] : INFO : Epoch 2024 | loss: 0.0311589 | val_loss: 0.0311781 | Time: 1954.51 ms [2022-04-10 06:22:08 main:574] : INFO : Epoch 2025 | loss: 0.0311629 | val_loss: 0.0311874 | Time: 1928.72 ms [2022-04-10 06:22:10 main:574] : INFO : Epoch 2026 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 1962.67 ms [2022-04-10 06:22:12 main:574] : INFO : Epoch 2027 | loss: 0.0311589 | val_loss: 0.0311848 | Time: 1933.94 ms [2022-04-10 06:22:14 main:574] : INFO : Epoch 2028 | loss: 0.03116 | val_loss: 0.0311808 | Time: 1927.65 ms [2022-04-10 06:22:16 main:574] : INFO : Epoch 2029 | loss: 0.0311601 | val_loss: 0.0311807 | Time: 1919.04 ms [2022-04-10 06:22:18 main:574] : INFO : Epoch 2030 | loss: 0.0311563 | val_loss: 0.0311811 | Time: 1913.82 ms [2022-04-10 06:22:20 main:574] : INFO : Epoch 2031 | loss: 0.031157 | val_loss: 0.0311837 | Time: 1932.4 ms [2022-04-10 06:22:22 main:574] : INFO : Epoch 2032 | loss: 0.0311592 | val_loss: 0.0311817 | Time: 1914.59 ms [2022-04-10 06:22:24 main:574] : INFO : Epoch 2033 | loss: 0.031163 | val_loss: 0.0311818 | Time: 1937.52 ms [2022-04-10 06:22:26 main:574] : INFO : Epoch 2034 | loss: 0.031159 | val_loss: 0.0311761 | Time: 1940.82 ms [2022-04-10 06:22:27 main:574] : INFO : Epoch 2035 | loss: 0.0311607 | val_loss: 0.031176 | Time: 1956.29 ms [2022-04-10 06:22:29 main:574] : INFO : Epoch 2036 | loss: 0.0311646 | val_loss: 0.0311901 | Time: 1937.21 ms [2022-04-10 06:22:31 main:574] : INFO : Epoch 2037 | loss: 0.031163 | val_loss: 0.0311789 | Time: 1925.33 ms [2022-04-10 06:22:33 main:574] : INFO : Epoch 2038 | loss: 0.0311574 | val_loss: 0.0311823 | Time: 1919.47 ms [2022-04-10 06:22:35 main:574] : INFO : Epoch 2039 | loss: 0.0311595 | val_loss: 0.0311765 | Time: 1927.31 ms [2022-04-10 06:22:37 main:574] : INFO : Epoch 2040 | loss: 0.0311573 | val_loss: 0.0311812 | Time: 1908.21 ms [2022-04-10 06:22:39 main:574] : INFO : Epoch 2041 | loss: 0.0311604 | val_loss: 0.0311785 | Time: 1940.16 ms [2022-04-10 06:22:41 main:574] : INFO : Epoch 2042 | loss: 0.0311566 | val_loss: 0.0311772 | Time: 1942.3 ms [2022-04-10 06:22:43 main:574] : INFO : Epoch 2043 | loss: 0.0311572 | val_loss: 0.0311785 | Time: 2010.43 ms [2022-04-10 06:22:45 main:574] : INFO : Epoch 2044 | loss: 0.0311633 | val_loss: 0.0311911 | Time: 1991.18 ms [2022-04-10 06:22:47 main:574] : INFO : Epoch 2045 | loss: 0.0314631 | val_loss: 0.0335068 | Time: 1963.17 ms [2022-04-10 06:22:49 main:574] : INFO : Epoch 2046 | loss: 0.034601 | val_loss: 0.0328847 | Time: 1945.75 ms [2022-04-10 06:22:51 main:574] : INFO : Epoch 2047 | loss: 0.0318383 | val_loss: 0.0313995 | Time: 2003 ms [2022-04-10 06:22:53 main:574] : INFO : Epoch 2048 | loss: 0.0313037 | val_loss: 0.0313175 | Time: 1991.51 ms [2022-04-10 06:22:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313175 [2022-04-10 06:22:53 main:603] : INFO : Saving end state to config to file [2022-04-10 06:22:53 main:608] : INFO : Success, exiting.. 06:22:53 (21192): 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)