Task 14505578
| Name | ParityModified-1647048577-19586-3-0_0 |
| Workunit | 11545276 |
| Created | 6 Apr 2022, 22:38:13 UTC |
| Sent | 10 Apr 2022, 17:36:56 UTC |
| Report deadline | 18 Apr 2022, 17:36:56 UTC |
| Received | 12 Apr 2022, 4:38:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 12 min 54 sec |
| CPU time | 1 hours 9 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0311966 | val_loss: 0.0312024 | Time: 2050.08 ms [2022-04-12 06:20:34 main:574] : INFO : Epoch 1543 | loss: 0.0311958 | val_loss: 0.031204 | Time: 2067.38 ms [2022-04-12 06:20:36 main:574] : INFO : Epoch 1544 | loss: 0.0311961 | val_loss: 0.0312035 | Time: 2083.72 ms [2022-04-12 06:20:38 main:574] : INFO : Epoch 1545 | loss: 0.0311965 | val_loss: 0.0312061 | Time: 2078.38 ms [2022-04-12 06:20:40 main:574] : INFO : Epoch 1546 | loss: 0.0311985 | val_loss: 0.0312046 | Time: 2127.9 ms [2022-04-12 06:20:43 main:574] : INFO : Epoch 1547 | loss: 0.0311952 | val_loss: 0.0312014 | Time: 2121.75 ms [2022-04-12 06:20:45 main:574] : INFO : Epoch 1548 | loss: 0.0311948 | val_loss: 0.0312009 | Time: 2095.43 ms [2022-04-12 06:20:47 main:574] : INFO : Epoch 1549 | loss: 0.0311946 | val_loss: 0.0312006 | Time: 2090.44 ms [2022-04-12 06:20:49 main:574] : INFO : Epoch 1550 | loss: 0.031193 | val_loss: 0.0312008 | Time: 2066.5 ms [2022-04-12 06:20:51 main:574] : INFO : Epoch 1551 | loss: 0.0311926 | val_loss: 0.0311999 | Time: 2053.38 ms [2022-04-12 06:20:53 main:574] : INFO : Epoch 1552 | loss: 0.0311921 | val_loss: 0.0312003 | Time: 2125.61 ms [2022-04-12 06:20:55 main:574] : INFO : Epoch 1553 | loss: 0.0311918 | val_loss: 0.0311996 | Time: 2083.91 ms [2022-04-12 06:20:58 main:574] : INFO : Epoch 1554 | loss: 0.0311917 | val_loss: 0.031199 | Time: 2086.56 ms [2022-04-12 06:21:00 main:574] : INFO : Epoch 1555 | loss: 0.0311913 | val_loss: 0.0311992 | Time: 2092.28 ms [2022-04-12 06:21:02 main:574] : INFO : Epoch 1556 | loss: 0.0311934 | val_loss: 0.0312021 | Time: 2080.17 ms [2022-04-12 06:21:04 main:574] : INFO : Epoch 1557 | loss: 0.0311932 | val_loss: 0.0312006 | Time: 2053.12 ms [2022-04-12 06:21:06 main:574] : INFO : Epoch 1558 | loss: 0.0311915 | val_loss: 0.0311998 | Time: 2112.53 ms [2022-04-12 06:21:08 main:574] : INFO : Epoch 1559 | loss: 0.0311924 | val_loss: 0.0312027 | Time: 2086.68 ms [2022-04-12 06:21:11 main:574] : INFO : Epoch 1560 | loss: 0.0311929 | val_loss: 0.0312014 | Time: 2084.63 ms [2022-04-12 06:21:13 main:574] : INFO : Epoch 1561 | loss: 0.0311911 | val_loss: 0.0311982 | Time: 2066.67 ms [2022-04-12 06:21:15 main:574] : INFO : Epoch 1562 | loss: 0.0311919 | val_loss: 0.031199 | Time: 2064.71 ms [2022-04-12 06:21:17 main:574] : INFO : Epoch 1563 | loss: 0.0311923 | val_loss: 0.0311996 | Time: 2043.54 ms [2022-04-12 06:21:19 main:574] : INFO : Epoch 1564 | loss: 0.031191 | val_loss: 0.0312007 | Time: 2023.13 ms [2022-04-12 06:21:21 main:574] : INFO : Epoch 1565 | loss: 0.0311905 | val_loss: 0.0311979 | Time: 2037.32 ms [2022-04-12 06:21:23 main:574] : INFO : Epoch 1566 | loss: 0.0311923 | val_loss: 0.0311995 | Time: 2058.07 ms [2022-04-12 06:21:25 main:574] : INFO : Epoch 1567 | loss: 0.0311899 | val_loss: 0.0311983 | Time: 2027.83 ms [2022-04-12 06:21:27 main:574] : INFO : Epoch 1568 | loss: 0.0311896 | val_loss: 0.0311985 | Time: 2054.99 ms [2022-04-12 06:21:30 main:574] : INFO : Epoch 1569 | loss: 0.0311912 | val_loss: 0.0312003 | Time: 2062.88 ms [2022-04-12 06:21:32 main:574] : INFO : Epoch 1570 | loss: 0.0311936 | val_loss: 0.0311996 | Time: 2080.09 ms [2022-04-12 06:21:34 main:574] : INFO : Epoch 1571 | loss: 0.0311938 | val_loss: 0.0311971 | Time: 2072.38 ms [2022-04-12 06:21:36 main:574] : INFO : Epoch 1572 | loss: 0.0311911 | val_loss: 0.0311981 | Time: 2054.68 ms [2022-04-12 06:21:38 main:574] : INFO : Epoch 1573 | loss: 0.0311916 | val_loss: 0.0312031 | Time: 2057.46 ms [2022-04-12 06:21:40 main:574] : INFO : Epoch 1574 | loss: 0.0311913 | val_loss: 0.0311972 | Time: 2049.71 ms [2022-04-12 06:21:42 main:574] : INFO : Epoch 1575 | loss: 0.0311874 | val_loss: 0.0311943 | Time: 2041.28 ms [2022-04-12 06:21:44 main:574] : INFO : Epoch 1576 | loss: 0.0311872 | val_loss: 0.0311961 | Time: 2062.86 ms [2022-04-12 06:21:46 main:574] : INFO : Epoch 1577 | loss: 0.0311863 | val_loss: 0.0311965 | Time: 2062.42 ms [2022-04-12 06:21:48 main:574] : INFO : Epoch 1578 | loss: 0.0311873 | val_loss: 0.0311983 | Time: 2081.08 ms [2022-04-12 06:21:51 main:574] : INFO : Epoch 1579 | loss: 0.0311853 | val_loss: 0.0311953 | Time: 2055.92 ms [2022-04-12 06:21:53 main:574] : INFO : Epoch 1580 | loss: 0.0311839 | val_loss: 0.0311945 | Time: 2087.54 ms [2022-04-12 06:21:55 main:574] : INFO : Epoch 1581 | loss: 0.0311842 | val_loss: 0.0311929 | Time: 2061.42 ms [2022-04-12 06:21:57 main:574] : INFO : Epoch 1582 | loss: 0.0311833 | val_loss: 0.0311949 | Time: 2064.05 ms [2022-04-12 06:21:59 main:574] : INFO : Epoch 1583 | loss: 0.0311821 | val_loss: 0.0311945 | Time: 2067.92 ms [2022-04-12 06:22:01 main:574] : INFO : Epoch 1584 | loss: 0.0311823 | val_loss: 0.0311945 | Time: 2029.83 ms [2022-04-12 06:22:03 main:574] : INFO : Epoch 1585 | loss: 0.0311832 | val_loss: 0.0311988 | Time: 2035.89 ms [2022-04-12 06:22:05 main:574] : INFO : Epoch 1586 | loss: 0.0311837 | val_loss: 0.0311974 | Time: 2074.45 ms [2022-04-12 06:22:07 main:574] : INFO : Epoch 1587 | loss: 0.0311831 | val_loss: 0.0311931 | Time: 2067.27 ms [2022-04-12 06:22:10 main:574] : INFO : Epoch 1588 | loss: 0.0311809 | val_loss: 0.0311953 | Time: 2077.9 ms [2022-04-12 06:22:12 main:574] : INFO : Epoch 1589 | loss: 0.0311801 | val_loss: 0.0311919 | Time: 2066.62 ms [2022-04-12 06:22:14 main:574] : INFO : Epoch 1590 | loss: 0.0311798 | val_loss: 0.0311938 | Time: 2044.25 ms [2022-04-12 06:22:16 main:574] : INFO : Epoch 1591 | loss: 0.0311801 | val_loss: 0.0311929 | Time: 2054.94 ms [2022-04-12 06:22:18 main:574] : INFO : Epoch 1592 | loss: 0.0311798 | val_loss: 0.031191 | Time: 2039.29 ms [2022-04-12 06:22:20 main:574] : INFO : Epoch 1593 | loss: 0.0311803 | val_loss: 0.0311932 | Time: 2016.53 ms [2022-04-12 06:22:22 main:574] : INFO : Epoch 1594 | loss: 0.0311793 | val_loss: 0.0311908 | Time: 2074.25 ms [2022-04-12 06:22:24 main:574] : INFO : Epoch 1595 | loss: 0.0311786 | val_loss: 0.0311908 | Time: 2077.42 ms [2022-04-12 06:22:27 main:574] : INFO : Epoch 1596 | loss: 0.0311788 | val_loss: 0.0311922 | Time: 2040.08 ms [2022-04-12 06:22:29 main:574] : INFO : Epoch 1597 | loss: 0.0311789 | val_loss: 0.0311921 | Time: 2038.88 ms [2022-04-12 06:22:31 main:574] : INFO : Epoch 1598 | loss: 0.0311797 | val_loss: 0.0311957 | Time: 2044.92 ms [2022-04-12 06:22:33 main:574] : INFO : Epoch 1599 | loss: 0.0311791 | val_loss: 0.0311925 | Time: 2061.45 ms [2022-04-12 06:22:35 main:574] : INFO : Epoch 1600 | loss: 0.0311811 | val_loss: 0.0311934 | Time: 2047.33 ms [2022-04-12 06:22:37 main:574] : INFO : Epoch 1601 | loss: 0.0311884 | val_loss: 0.0312196 | Time: 2020.52 ms [2022-04-12 06:22:39 main:574] : INFO : Epoch 1602 | loss: 0.0311969 | val_loss: 0.0312049 | Time: 2060.82 ms [2022-04-12 06:22:42 main:574] : INFO : Epoch 1603 | loss: 0.0311823 | val_loss: 0.0311911 | Time: 2083.57 ms [2022-04-12 06:22:44 main:574] : INFO : Epoch 1604 | loss: 0.0311785 | val_loss: 0.0311952 | Time: 2048.08 ms [2022-04-12 06:22:46 main:574] : INFO : Epoch 1605 | loss: 0.0311792 | val_loss: 0.0311903 | Time: 2047.24 ms [2022-04-12 06:22:48 main:574] : INFO : Epoch 1606 | loss: 0.0311771 | val_loss: 0.0311911 | Time: 2068.84 ms [2022-04-12 06:22:50 main:574] : INFO : Epoch 1607 | loss: 0.0311769 | val_loss: 0.0311914 | Time: 2118.81 ms [2022-04-12 06:22:52 main:574] : INFO : Epoch 1608 | loss: 0.0311773 | val_loss: 0.0311911 | Time: 2063.06 ms [2022-04-12 06:22:54 main:574] : INFO : Epoch 1609 | loss: 0.0311775 | val_loss: 0.0311913 | Time: 2037.44 ms [2022-04-12 06:22:56 main:574] : INFO : Epoch 1610 | loss: 0.031176 | val_loss: 0.0311921 | Time: 2042.92 ms [2022-04-12 06:22:58 main:574] : INFO : Epoch 1611 | loss: 0.0311786 | val_loss: 0.0311905 | Time: 2054.84 ms [2022-04-12 06:23:01 main:574] : INFO : Epoch 1612 | loss: 0.0311812 | val_loss: 0.0311987 | Time: 2057.01 ms [2022-04-12 06:23:03 main:574] : INFO : Epoch 1613 | loss: 0.0311838 | val_loss: 0.0311954 | Time: 2092.34 ms [2022-04-12 06:23:05 main:574] : INFO : Epoch 1614 | loss: 0.0311802 | val_loss: 0.0311916 | Time: 2086.61 ms [2022-04-12 06:23:07 main:574] : INFO : Epoch 1615 | loss: 0.0311787 | val_loss: 0.0311902 | Time: 2079.23 ms [2022-04-12 06:23:09 main:574] : INFO : Epoch 1616 | loss: 0.0311799 | val_loss: 0.0311915 | Time: 2063.71 ms [2022-04-12 06:23:11 main:574] : INFO : Epoch 1617 | loss: 0.031179 | val_loss: 0.0311927 | Time: 2043.36 ms [2022-04-12 06:23:13 main:574] : INFO : Epoch 1618 | loss: 0.0311781 | val_loss: 0.0311909 | Time: 2064.57 ms [2022-04-12 06:23:15 main:574] : INFO : Epoch 1619 | loss: 0.031179 | val_loss: 0.0311936 | Time: 2016.59 ms [2022-04-12 06:23:17 main:574] : INFO : Epoch 1620 | loss: 0.0311782 | val_loss: 0.0311904 | Time: 2030.47 ms [2022-04-12 06:23:19 main:574] : INFO : Epoch 1621 | loss: 0.0311772 | val_loss: 0.0311922 | Time: 2040.97 ms [2022-04-12 06:23:22 main:574] : INFO : Epoch 1622 | loss: 0.0311779 | val_loss: 0.0311931 | Time: 2052.72 ms [2022-04-12 06:23:24 main:574] : INFO : Epoch 1623 | loss: 0.031179 | val_loss: 0.031192 | Time: 2048.88 ms [2022-04-12 06:23:26 main:574] : INFO : Epoch 1624 | loss: 0.031179 | val_loss: 0.0311919 | Time: 2058.45 ms [2022-04-12 06:23:28 main:574] : INFO : Epoch 1625 | loss: 0.0311785 | val_loss: 0.0311927 | Time: 2081.37 ms [2022-04-12 06:23:30 main:574] : INFO : Epoch 1626 | loss: 0.0311777 | val_loss: 0.0311926 | Time: 2093.96 ms [2022-04-12 06:23:32 main:574] : INFO : Epoch 1627 | loss: 0.0311762 | val_loss: 0.0311908 | Time: 2070.57 ms [2022-04-12 06:23:34 main:574] : INFO : Epoch 1628 | loss: 0.0311772 | val_loss: 0.0311906 | Time: 2064.29 ms [2022-04-12 06:23:36 main:574] : INFO : Epoch 1629 | loss: 0.0311782 | val_loss: 0.0311911 | Time: 2035.82 ms [2022-04-12 06:23:39 main:574] : INFO : Epoch 1630 | loss: 0.0311764 | val_loss: 0.0311919 | Time: 2053.03 ms [2022-04-12 06:23:41 main:574] : INFO : Epoch 1631 | loss: 0.0311769 | val_loss: 0.0311924 | Time: 2073.82 ms [2022-04-12 06:23:43 main:574] : INFO : Epoch 1632 | loss: 0.0311763 | val_loss: 0.0311908 | Time: 2061.86 ms [2022-04-12 06:23:45 main:574] : INFO : Epoch 1633 | loss: 0.0311762 | val_loss: 0.0311918 | Time: 2103.75 ms [2022-04-12 06:23:47 main:574] : INFO : Epoch 1634 | loss: 0.0311778 | val_loss: 0.0311907 | Time: 2051.49 ms [2022-04-12 06:23:49 main:574] : INFO : Epoch 1635 | loss: 0.0311808 | val_loss: 0.0311909 | Time: 2103.94 ms [2022-04-12 06:23:51 main:574] : INFO : Epoch 1636 | loss: 0.0311791 | val_loss: 0.0311895 | Time: 2039.16 ms [2022-04-12 06:23:53 main:574] : INFO : Epoch 1637 | loss: 0.0311775 | val_loss: 0.0311924 | Time: 2050.44 ms [2022-04-12 06:23:55 main:574] : INFO : Epoch 1638 | loss: 0.0311778 | val_loss: 0.031191 | Time: 2050.06 ms [2022-04-12 06:23:58 main:574] : INFO : Epoch 1639 | loss: 0.0311778 | val_loss: 0.0311903 | Time: 2068.96 ms [2022-04-12 06:24:00 main:574] : INFO : Epoch 1640 | loss: 0.0311776 | val_loss: 0.0311919 | Time: 2044 ms [2022-04-12 06:24:02 main:574] : INFO : Epoch 1641 | loss: 0.0311768 | val_loss: 0.0311914 | Time: 2044.18 ms [2022-04-12 06:24:04 main:574] : INFO : Epoch 1642 | loss: 0.0311762 | val_loss: 0.0311901 | Time: 2054.96 ms [2022-04-12 06:24:06 main:574] : INFO : Epoch 1643 | loss: 0.0311768 | val_loss: 0.0311903 | Time: 2080.75 ms [2022-04-12 06:24:08 main:574] : INFO : Epoch 1644 | loss: 0.0311768 | val_loss: 0.0311942 | Time: 2058.68 ms [2022-04-12 06:24:10 main:574] : INFO : Epoch 1645 | loss: 0.0311766 | val_loss: 0.031192 | Time: 2064.91 ms [2022-04-12 06:24:12 main:574] : INFO : Epoch 1646 | loss: 0.0311759 | val_loss: 0.0311917 | Time: 2081.85 ms [2022-04-12 06:24:14 main:574] : INFO : Epoch 1647 | loss: 0.0311748 | val_loss: 0.0311908 | Time: 2073.3 ms [2022-04-12 06:24:17 main:574] : INFO : Epoch 1648 | loss: 0.0311762 | val_loss: 0.0311928 | Time: 2053.57 ms [2022-04-12 06:24:19 main:574] : INFO : Epoch 1649 | loss: 0.031182 | val_loss: 0.0311948 | Time: 2057.17 ms [2022-04-12 06:24:21 main:574] : INFO : Epoch 1650 | loss: 0.0311819 | val_loss: 0.031192 | Time: 2042.15 ms [2022-04-12 06:24:23 main:574] : INFO : Epoch 1651 | loss: 0.0311804 | val_loss: 0.0311911 | Time: 2045.84 ms [2022-04-12 06:24:25 main:574] : INFO : Epoch 1652 | loss: 0.0311791 | val_loss: 0.0311919 | Time: 2042.58 ms [2022-04-12 06:24:27 main:574] : INFO : Epoch 1653 | loss: 0.0311801 | val_loss: 0.0311919 | Time: 2096.27 ms [2022-04-12 06:24:29 main:574] : INFO : Epoch 1654 | loss: 0.0311783 | val_loss: 0.0311892 | Time: 2066.11 ms [2022-04-12 06:24:31 main:574] : INFO : Epoch 1655 | loss: 0.0311787 | val_loss: 0.0311909 | Time: 2047.29 ms [2022-04-12 06:24:33 main:574] : INFO : Epoch 1656 | loss: 0.0311773 | val_loss: 0.0311906 | Time: 2084.82 ms [2022-04-12 06:24:36 main:574] : INFO : Epoch 1657 | loss: 0.0311777 | val_loss: 0.0311926 | Time: 2065.81 ms [2022-04-12 06:24:38 main:574] : INFO : Epoch 1658 | loss: 0.0311783 | val_loss: 0.0311923 | Time: 2046.86 ms [2022-04-12 06:24:40 main:574] : INFO : Epoch 1659 | loss: 0.0311785 | val_loss: 0.0311935 | Time: 2057.08 ms [2022-04-12 06:24:42 main:574] : INFO : Epoch 1660 | loss: 0.0311788 | val_loss: 0.0311911 | Time: 2056.28 ms [2022-04-12 06:24:44 main:574] : INFO : Epoch 1661 | loss: 0.0311783 | val_loss: 0.031193 | Time: 2055.51 ms [2022-04-12 06:24:46 main:574] : INFO : Epoch 1662 | loss: 0.0311774 | val_loss: 0.031196 | Time: 2050.93 ms [2022-04-12 06:24:48 main:574] : INFO : Epoch 1663 | loss: 0.0311785 | val_loss: 0.0311901 | Time: 2047.17 ms [2022-04-12 06:24:50 main:574] : INFO : Epoch 1664 | loss: 0.0311757 | val_loss: 0.0311926 | Time: 2031.14 ms [2022-04-12 06:24:52 main:574] : INFO : Epoch 1665 | loss: 0.0311764 | val_loss: 0.0311908 | Time: 2071.14 ms [2022-04-12 06:24:54 main:574] : INFO : Epoch 1666 | loss: 0.0311763 | val_loss: 0.0311953 | Time: 2073.7 ms [2022-04-12 06:24:57 main:574] : INFO : Epoch 1667 | loss: 0.0311759 | val_loss: 0.0311916 | Time: 2057.01 ms [2022-04-12 06:24:59 main:574] : INFO : Epoch 1668 | loss: 0.0311793 | val_loss: 0.0311891 | Time: 2094.19 ms [2022-04-12 06:25:01 main:574] : INFO : Epoch 1669 | loss: 0.03118 | val_loss: 0.031188 | Time: 2057.35 ms [2022-04-12 06:25:03 main:574] : INFO : Epoch 1670 | loss: 0.0311777 | val_loss: 0.0311916 | Time: 2077.83 ms [2022-04-12 06:25:05 main:574] : INFO : Epoch 1671 | loss: 0.0311822 | val_loss: 0.0311951 | Time: 2059.02 ms [2022-04-12 06:25:07 main:574] : INFO : Epoch 1672 | loss: 0.0311806 | val_loss: 0.0311873 | Time: 2064.25 ms [2022-04-12 06:25:09 main:574] : INFO : Epoch 1673 | loss: 0.0311778 | val_loss: 0.0311898 | Time: 2078.08 ms [2022-04-12 06:25:11 main:574] : INFO : Epoch 1674 | loss: 0.0311782 | val_loss: 0.0311886 | Time: 2041.48 ms [2022-04-12 06:25:13 main:574] : INFO : Epoch 1675 | loss: 0.0311772 | val_loss: 0.0311873 | Time: 2065.18 ms [2022-04-12 06:25:16 main:574] : INFO : Epoch 1676 | loss: 0.0311776 | val_loss: 0.0311881 | Time: 2030.44 ms [2022-04-12 06:25:18 main:574] : INFO : Epoch 1677 | loss: 0.031178 | val_loss: 0.0311905 | Time: 2015.51 ms [2022-04-12 06:25:20 main:574] : INFO : Epoch 1678 | loss: 0.0311766 | val_loss: 0.0311862 | Time: 2067.38 ms [2022-04-12 06:25:22 main:574] : INFO : Epoch 1679 | loss: 0.0311765 | val_loss: 0.0311858 | Time: 2071.7 ms [2022-04-12 06:25:24 main:574] : INFO : Epoch 1680 | loss: 0.0311784 | val_loss: 0.0311895 | Time: 2058.04 ms [2022-04-12 06:25:26 main:574] : INFO : Epoch 1681 | loss: 0.0311796 | val_loss: 0.0311861 | Time: 2052.06 ms [2022-04-12 06:25:28 main:574] : INFO : Epoch 1682 | loss: 0.0311772 | val_loss: 0.0311858 | Time: 2054.48 ms [2022-04-12 06:25:30 main:574] : INFO : Epoch 1683 | loss: 0.0311766 | val_loss: 0.0311845 | Time: 2057.45 ms [2022-04-12 06:25:32 main:574] : INFO : Epoch 1684 | loss: 0.0311765 | val_loss: 0.0311877 | Time: 2061.15 ms [2022-04-12 06:25:35 main:574] : INFO : Epoch 1685 | loss: 0.0311767 | val_loss: 0.0311848 | Time: 2093.86 ms [2022-04-12 06:25:37 main:574] : INFO : Epoch 1686 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 2020.16 ms [2022-04-12 06:25:39 main:574] : INFO : Epoch 1687 | loss: 0.0311758 | val_loss: 0.0311858 | Time: 2059.34 ms [2022-04-12 06:25:41 main:574] : INFO : Epoch 1688 | loss: 0.0311775 | val_loss: 0.0311896 | Time: 2065.32 ms [2022-04-12 06:25:43 main:574] : INFO : Epoch 1689 | loss: 0.0311764 | val_loss: 0.0311862 | Time: 2100.94 ms [2022-04-12 06:25:45 main:574] : INFO : Epoch 1690 | loss: 0.0311756 | val_loss: 0.0311853 | Time: 2074.6 ms [2022-04-12 06:25:47 main:574] : INFO : Epoch 1691 | loss: 0.0311771 | val_loss: 0.0311893 | Time: 2057.55 ms [2022-04-12 06:25:49 main:574] : INFO : Epoch 1692 | loss: 0.0311763 | val_loss: 0.0311863 | Time: 2093.43 ms [2022-04-12 06:25:52 main:574] : INFO : Epoch 1693 | loss: 0.0311771 | val_loss: 0.0311855 | Time: 2079.49 ms [2022-04-12 06:25:54 main:574] : INFO : Epoch 1694 | loss: 0.031175 | val_loss: 0.0311844 | Time: 2022.97 ms [2022-04-12 06:25:56 main:574] : INFO : Epoch 1695 | loss: 0.0311752 | val_loss: 0.0311878 | Time: 2080.03 ms [2022-04-12 06:25:58 main:574] : INFO : Epoch 1696 | loss: 0.0311767 | val_loss: 0.0311876 | Time: 2074.13 ms [2022-04-12 06:26:00 main:574] : INFO : Epoch 1697 | loss: 0.0311773 | val_loss: 0.0311903 | Time: 2063.38 ms [2022-04-12 06:26:02 main:574] : INFO : Epoch 1698 | loss: 0.0311756 | val_loss: 0.0311847 | Time: 2067.36 ms [2022-04-12 06:26:04 main:574] : INFO : Epoch 1699 | loss: 0.0311749 | val_loss: 0.0311839 | Time: 2043.9 ms [2022-04-12 06:26:06 main:574] : INFO : Epoch 1700 | loss: 0.0311742 | val_loss: 0.0311856 | Time: 2089.21 ms [2022-04-12 06:26:08 main:574] : INFO : Epoch 1701 | loss: 0.031175 | val_loss: 0.0311854 | Time: 2052.36 ms [2022-04-12 06:26:11 main:574] : INFO : Epoch 1702 | loss: 0.0311758 | val_loss: 0.0311849 | Time: 2077.68 ms [2022-04-12 06:26:13 main:574] : INFO : Epoch 1703 | loss: 0.0311758 | val_loss: 0.0311868 | Time: 2043.01 ms [2022-04-12 06:26:15 main:574] : INFO : Epoch 1704 | loss: 0.0311751 | val_loss: 0.0311876 | Time: 2054.84 ms [2022-04-12 06:26:17 main:574] : INFO : Epoch 1705 | loss: 0.0311766 | val_loss: 0.0311892 | Time: 2084.37 ms [2022-04-12 06:26:19 main:574] : INFO : Epoch 1706 | loss: 0.0311756 | val_loss: 0.0311847 | Time: 2059.92 ms [2022-04-12 06:26:21 main:574] : INFO : Epoch 1707 | loss: 0.0311885 | val_loss: 0.0312864 | Time: 2051.68 ms [2022-04-12 06:26:23 main:574] : INFO : Epoch 1708 | loss: 0.0499532 | val_loss: 0.136911 | Time: 2041.82 ms [2022-04-12 06:26:25 main:574] : INFO : Epoch 1709 | loss: 0.0977393 | val_loss: 0.035564 | Time: 2001.9 ms [2022-04-12 06:26:27 main:574] : INFO : Epoch 1710 | loss: 0.0335296 | val_loss: 0.0320537 | Time: 2082.87 ms [2022-04-12 06:26:30 main:574] : INFO : Epoch 1711 | loss: 0.0317163 | val_loss: 0.0313948 | Time: 2040.97 ms [2022-04-12 06:26:32 main:574] : INFO : Epoch 1712 | loss: 0.0313657 | val_loss: 0.0313318 | Time: 2048.3 ms [2022-04-12 06:26:34 main:574] : INFO : Epoch 1713 | loss: 0.0312901 | val_loss: 0.0312739 | Time: 2033.01 ms [2022-04-12 06:26:36 main:574] : INFO : Epoch 1714 | loss: 0.0312711 | val_loss: 0.0312661 | Time: 2077.95 ms [2022-04-12 06:26:38 main:574] : INFO : Epoch 1715 | loss: 0.0312663 | val_loss: 0.0312634 | Time: 2064.74 ms [2022-04-12 06:26:40 main:574] : INFO : Epoch 1716 | loss: 0.0312631 | val_loss: 0.0312607 | Time: 2055.3 ms [2022-04-12 06:26:42 main:574] : INFO : Epoch 1717 | loss: 0.03126 | val_loss: 0.0312586 | Time: 2075.68 ms [2022-04-12 06:26:44 main:574] : INFO : Epoch 1718 | loss: 0.0312583 | val_loss: 0.0312575 | Time: 2037.19 ms [2022-04-12 06:26:46 main:574] : INFO : Epoch 1719 | loss: 0.0312573 | val_loss: 0.0312569 | Time: 2059.46 ms [2022-04-12 06:26:48 main:574] : INFO : Epoch 1720 | loss: 0.0312566 | val_loss: 0.0312563 | Time: 2050.93 ms [2022-04-12 06:26:51 main:574] : INFO : Epoch 1721 | loss: 0.031256 | val_loss: 0.0312558 | Time: 2069.17 ms [2022-04-12 06:26:53 main:574] : INFO : Epoch 1722 | loss: 0.0312557 | val_loss: 0.0312555 | Time: 2046.64 ms [2022-04-12 06:26:55 main:574] : INFO : Epoch 1723 | loss: 0.0312553 | val_loss: 0.0312551 | Time: 2054.97 ms [2022-04-12 06:26:57 main:574] : INFO : Epoch 1724 | loss: 0.0312547 | val_loss: 0.0312546 | Time: 2048.64 ms [2022-04-12 06:26:59 main:574] : INFO : Epoch 1725 | loss: 0.0312544 | val_loss: 0.0312543 | Time: 2093.68 ms [2022-04-12 06:27:01 main:574] : INFO : Epoch 1726 | loss: 0.0312541 | val_loss: 0.031254 | Time: 2075.73 ms [2022-04-12 06:27:03 main:574] : INFO : Epoch 1727 | loss: 0.0312538 | val_loss: 0.0312538 | Time: 2068.54 ms [2022-04-12 06:27:05 main:574] : INFO : Epoch 1728 | loss: 0.0312534 | val_loss: 0.0312534 | Time: 1988.81 ms [2022-04-12 06:27:07 main:574] : INFO : Epoch 1729 | loss: 0.0312531 | val_loss: 0.0312531 | Time: 2028.85 ms [2022-04-12 06:27:10 main:574] : INFO : Epoch 1730 | loss: 0.0312528 | val_loss: 0.0312528 | Time: 2018.42 ms [2022-04-12 06:27:12 main:574] : INFO : Epoch 1731 | loss: 0.0312525 | val_loss: 0.0312526 | Time: 2059.11 ms [2022-04-12 06:27:14 main:574] : INFO : Epoch 1732 | loss: 0.0312522 | val_loss: 0.0312523 | Time: 2049.94 ms [2022-04-12 06:27:16 main:574] : INFO : Epoch 1733 | loss: 0.031252 | val_loss: 0.0312521 | Time: 2079.67 ms [2022-04-12 06:27:18 main:574] : INFO : Epoch 1734 | loss: 0.0312517 | val_loss: 0.0312518 | Time: 1975.75 ms [2022-04-12 06:27:20 main:574] : INFO : Epoch 1735 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 2008.75 ms [2022-04-12 06:27:22 main:574] : INFO : Epoch 1736 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 2008.84 ms [2022-04-12 06:27:24 main:574] : INFO : Epoch 1737 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2026.72 ms [2022-04-12 06:27:26 main:574] : INFO : Epoch 1738 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2079.46 ms [2022-04-12 06:27:28 main:574] : INFO : Epoch 1739 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2036.97 ms [2022-04-12 06:27:30 main:574] : INFO : Epoch 1740 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2053.69 ms [2022-04-12 06:27:33 main:574] : INFO : Epoch 1741 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2092.36 ms [2022-04-12 06:27:35 main:574] : INFO : Epoch 1742 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2032.45 ms [2022-04-12 06:27:37 main:574] : INFO : Epoch 1743 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2033.31 ms [2022-04-12 06:27:39 main:574] : INFO : Epoch 1744 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 2075.34 ms [2022-04-12 06:27:41 main:574] : INFO : Epoch 1745 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 2077.01 ms [2022-04-12 06:27:43 main:574] : INFO : Epoch 1746 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 2067.86 ms [2022-04-12 06:27:45 main:574] : INFO : Epoch 1747 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 2081.92 ms [2022-04-12 06:27:47 main:574] : INFO : Epoch 1748 | loss: 0.031248 | val_loss: 0.0312481 | Time: 2080.71 ms [2022-04-12 06:27:49 main:574] : INFO : Epoch 1749 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 2038.99 ms [2022-04-12 06:27:51 main:574] : INFO : Epoch 1750 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 2040.86 ms [2022-04-12 06:27:54 main:574] : INFO : Epoch 1751 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 2070.52 ms [2022-04-12 06:27:56 main:574] : INFO : Epoch 1752 | loss: 0.0312468 | val_loss: 0.0312467 | Time: 2088.88 ms [2022-04-12 06:27:58 main:574] : INFO : Epoch 1753 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 2042.89 ms [2022-04-12 06:28:00 main:574] : INFO : Epoch 1754 | loss: 0.031246 | val_loss: 0.031246 | Time: 2110.47 ms [2022-04-12 06:28:02 main:574] : INFO : Epoch 1755 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 2048.78 ms [2022-04-12 06:28:04 main:574] : INFO : Epoch 1756 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 2082.53 ms [2022-04-12 06:28:06 main:574] : INFO : Epoch 1757 | loss: 0.0312449 | val_loss: 0.0312449 | Time: 2070.95 ms [2022-04-12 06:28:08 main:574] : INFO : Epoch 1758 | loss: 0.0312445 | val_loss: 0.0312447 | Time: 2057.16 ms [2022-04-12 06:28:11 main:574] : INFO : Epoch 1759 | loss: 0.0312441 | val_loss: 0.0312444 | Time: 2008.54 ms [2022-04-12 06:28:13 main:574] : INFO : Epoch 1760 | loss: 0.0312439 | val_loss: 0.0312435 | Time: 2041.12 ms [2022-04-12 06:28:15 main:574] : INFO : Epoch 1761 | loss: 0.0312433 | val_loss: 0.0312432 | Time: 2051.73 ms [2022-04-12 06:28:17 main:574] : INFO : Epoch 1762 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2064.4 ms [2022-04-12 06:28:19 main:574] : INFO : Epoch 1763 | loss: 0.0312423 | val_loss: 0.0312419 | Time: 2036.7 ms [2022-04-12 06:28:21 main:574] : INFO : Epoch 1764 | loss: 0.0312419 | val_loss: 0.0312416 | Time: 2064.52 ms [2022-04-12 06:28:23 main:574] : INFO : Epoch 1765 | loss: 0.0312412 | val_loss: 0.0312409 | Time: 2086.37 ms [2022-04-12 06:28:25 main:574] : INFO : Epoch 1766 | loss: 0.0312407 | val_loss: 0.0312403 | Time: 2072.43 ms [2022-04-12 06:28:27 main:574] : INFO : Epoch 1767 | loss: 0.0312401 | val_loss: 0.03124 | Time: 2057.89 ms [2022-04-12 06:28:30 main:574] : INFO : Epoch 1768 | loss: 0.0312397 | val_loss: 0.0312392 | Time: 2073.43 ms [2022-04-12 06:28:32 main:574] : INFO : Epoch 1769 | loss: 0.0312388 | val_loss: 0.0312382 | Time: 2098.52 ms [2022-04-12 06:28:34 main:574] : INFO : Epoch 1770 | loss: 0.0312377 | val_loss: 0.0312371 | Time: 2078.35 ms [2022-04-12 06:28:36 main:574] : INFO : Epoch 1771 | loss: 0.0312368 | val_loss: 0.0312366 | Time: 2062.83 ms [2022-04-12 06:28:38 main:574] : INFO : Epoch 1772 | loss: 0.0312359 | val_loss: 0.0312356 | Time: 2058.06 ms [2022-04-12 06:28:40 main:574] : INFO : Epoch 1773 | loss: 0.0312349 | val_loss: 0.0312348 | Time: 2070.7 ms [2022-04-12 06:28:42 main:574] : INFO : Epoch 1774 | loss: 0.0312341 | val_loss: 0.0312339 | Time: 2026.11 ms [2022-04-12 06:28:44 main:574] : INFO : Epoch 1775 | loss: 0.0312334 | val_loss: 0.0312331 | Time: 2038.31 ms [2022-04-12 06:28:46 main:574] : INFO : Epoch 1776 | loss: 0.0312326 | val_loss: 0.0312323 | Time: 2033.48 ms [2022-04-12 06:28:48 main:574] : INFO : Epoch 1777 | loss: 0.0312318 | val_loss: 0.0312316 | Time: 2012.81 ms [2022-04-12 06:28:51 main:574] : INFO : Epoch 1778 | loss: 0.0312309 | val_loss: 0.0312307 | Time: 2031.27 ms [2022-04-12 06:28:53 main:574] : INFO : Epoch 1779 | loss: 0.03123 | val_loss: 0.0312298 | Time: 2007.19 ms [2022-04-12 06:28:55 main:574] : INFO : Epoch 1780 | loss: 0.0312292 | val_loss: 0.0312292 | Time: 2029.61 ms [2022-04-12 06:28:57 main:574] : INFO : Epoch 1781 | loss: 0.0312283 | val_loss: 0.0312282 | Time: 2027.31 ms [2022-04-12 06:28:59 main:574] : INFO : Epoch 1782 | loss: 0.0312275 | val_loss: 0.0312274 | Time: 2050.62 ms [2022-04-12 06:29:01 main:574] : INFO : Epoch 1783 | loss: 0.0312264 | val_loss: 0.0312265 | Time: 2008.12 ms [2022-04-12 06:29:03 main:574] : INFO : Epoch 1784 | loss: 0.0312254 | val_loss: 0.0312255 | Time: 2037.3 ms [2022-04-12 06:29:05 main:574] : INFO : Epoch 1785 | loss: 0.0312241 | val_loss: 0.0312247 | Time: 2033.82 ms [2022-04-12 06:29:07 main:574] : INFO : Epoch 1786 | loss: 0.0312231 | val_loss: 0.0312235 | Time: 2034.49 ms [2022-04-12 06:29:09 main:574] : INFO : Epoch 1787 | loss: 0.0312222 | val_loss: 0.0312225 | Time: 2037.32 ms [2022-04-12 06:29:11 main:574] : INFO : Epoch 1788 | loss: 0.031221 | val_loss: 0.0312214 | Time: 2041.78 ms [2022-04-12 06:29:14 main:574] : INFO : Epoch 1789 | loss: 0.0312197 | val_loss: 0.0312199 | Time: 2060.94 ms [2022-04-12 06:29:16 main:574] : INFO : Epoch 1790 | loss: 0.0312186 | val_loss: 0.0312188 | Time: 2045.01 ms [2022-04-12 06:29:18 main:574] : INFO : Epoch 1791 | loss: 0.0312176 | val_loss: 0.0312176 | Time: 2055.18 ms [2022-04-12 06:29:20 main:574] : INFO : Epoch 1792 | loss: 0.0312164 | val_loss: 0.0312168 | Time: 2036.88 ms [2022-04-12 06:29:22 main:574] : INFO : Epoch 1793 | loss: 0.0312153 | val_loss: 0.0312154 | Time: 2039.75 ms [2022-04-12 06:29:24 main:574] : INFO : Epoch 1794 | loss: 0.0312142 | val_loss: 0.0312138 | Time: 2059.22 ms [2022-04-12 06:29:26 main:574] : INFO : Epoch 1795 | loss: 0.0312122 | val_loss: 0.0312118 | Time: 2016.04 ms [2022-04-12 06:29:28 main:574] : INFO : Epoch 1796 | loss: 0.0312108 | val_loss: 0.0312105 | Time: 2032.67 ms [2022-04-12 06:29:30 main:574] : INFO : Epoch 1797 | loss: 0.0312099 | val_loss: 0.0312098 | Time: 2016.26 ms [2022-04-12 06:29:32 main:574] : INFO : Epoch 1798 | loss: 0.0312089 | val_loss: 0.0312086 | Time: 2039.49 ms [2022-04-12 06:29:34 main:574] : INFO : Epoch 1799 | loss: 0.0312081 | val_loss: 0.0312082 | Time: 2022.78 ms [2022-04-12 06:29:37 main:574] : INFO : Epoch 1800 | loss: 0.0312077 | val_loss: 0.0312082 | Time: 2044.01 ms [2022-04-12 06:29:39 main:574] : INFO : Epoch 1801 | loss: 0.0312075 | val_loss: 0.0312075 | Time: 2055.94 ms [2022-04-12 06:29:41 main:574] : INFO : Epoch 1802 | loss: 0.031207 | val_loss: 0.031207 | Time: 2022.04 ms [2022-04-12 06:29:43 main:574] : INFO : Epoch 1803 | loss: 0.0312067 | val_loss: 0.0312068 | Time: 2000.73 ms [2022-04-12 06:29:45 main:574] : INFO : Epoch 1804 | loss: 0.0312064 | val_loss: 0.0312075 | Time: 2023.38 ms [2022-04-12 06:29:47 main:574] : INFO : Epoch 1805 | loss: 0.0312066 | val_loss: 0.0312065 | Time: 2046.72 ms [2022-04-12 06:29:49 main:574] : INFO : Epoch 1806 | loss: 0.0312061 | val_loss: 0.0312053 | Time: 2041.38 ms [2022-04-12 06:29:51 main:574] : INFO : Epoch 1807 | loss: 0.0312052 | val_loss: 0.0312048 | Time: 2068.96 ms [2022-04-12 06:29:53 main:574] : INFO : Epoch 1808 | loss: 0.0312044 | val_loss: 0.0312046 | Time: 2034.99 ms [2022-04-12 06:29:55 main:574] : INFO : Epoch 1809 | loss: 0.0312036 | val_loss: 0.031204 | Time: 2004.72 ms [2022-04-12 06:29:58 main:574] : INFO : Epoch 1810 | loss: 0.0312029 | val_loss: 0.0312036 | Time: 2035.46 ms [2022-04-12 06:30:00 main:574] : INFO : Epoch 1811 | loss: 0.0312021 | val_loss: 0.0312035 | Time: 2041.01 ms [2022-04-12 06:30:02 main:574] : INFO : Epoch 1812 | loss: 0.0312021 | val_loss: 0.0312043 | Time: 2040.05 ms [2022-04-12 06:30:04 main:574] : INFO : Epoch 1813 | loss: 0.0312018 | val_loss: 0.0312038 | Time: 2031.19 ms [2022-04-12 06:30:06 main:574] : INFO : Epoch 1814 | loss: 0.0312012 | val_loss: 0.0312036 | Time: 2038.69 ms [2022-04-12 06:30:08 main:574] : INFO : Epoch 1815 | loss: 0.0312002 | val_loss: 0.0312035 | Time: 2048.14 ms [2022-04-12 06:30:10 main:574] : INFO : Epoch 1816 | loss: 0.0311999 | val_loss: 0.0312028 | Time: 2038.07 ms [2022-04-12 06:30:12 main:574] : INFO : Epoch 1817 | loss: 0.0311997 | val_loss: 0.0312026 | Time: 2038.37 ms [2022-04-12 06:30:14 main:574] : INFO : Epoch 1818 | loss: 0.0311993 | val_loss: 0.0312037 | Time: 2054.56 ms [2022-04-12 06:30:16 main:574] : INFO : Epoch 1819 | loss: 0.0311997 | val_loss: 0.0312036 | Time: 2048.79 ms [2022-04-12 06:30:18 main:574] : INFO : Epoch 1820 | loss: 0.0311991 | val_loss: 0.0312027 | Time: 2050.72 ms [2022-04-12 06:30:20 main:574] : INFO : Epoch 1821 | loss: 0.0311986 | val_loss: 0.0312025 | Time: 2029.94 ms [2022-04-12 06:30:23 main:574] : INFO : Epoch 1822 | loss: 0.0311981 | val_loss: 0.0312023 | Time: 1997.62 ms [2022-04-12 06:30:25 main:574] : INFO : Epoch 1823 | loss: 0.0311979 | val_loss: 0.031202 | Time: 2067.9 ms [2022-04-12 06:30:27 main:574] : INFO : Epoch 1824 | loss: 0.0311979 | val_loss: 0.0312032 | Time: 2023.92 ms [2022-04-12 06:30:29 main:574] : INFO : Epoch 1825 | loss: 0.0311974 | val_loss: 0.0312016 | Time: 2057.24 ms [2022-04-12 06:30:31 main:574] : INFO : Epoch 1826 | loss: 0.0311977 | val_loss: 0.0312021 | Time: 2085.08 ms [2022-04-12 06:30:33 main:574] : INFO : Epoch 1827 | loss: 0.0311971 | val_loss: 0.0312022 | Time: 2071.95 ms [2022-04-12 06:30:35 main:574] : INFO : Epoch 1828 | loss: 0.0311969 | val_loss: 0.0312016 | Time: 2048.65 ms [2022-04-12 06:30:37 main:574] : INFO : Epoch 1829 | loss: 0.0311972 | val_loss: 0.0312011 | Time: 2095.78 ms [2022-04-12 06:30:40 main:574] : INFO : Epoch 1830 | loss: 0.0311971 | val_loss: 0.0312011 | Time: 2111.47 ms [2022-04-12 06:30:42 main:574] : INFO : Epoch 1831 | loss: 0.0311969 | val_loss: 0.0312009 | Time: 2108.17 ms [2022-04-12 06:30:44 main:574] : INFO : Epoch 1832 | loss: 0.0311964 | val_loss: 0.0312004 | Time: 2132.82 ms [2022-04-12 06:30:46 main:574] : INFO : Epoch 1833 | loss: 0.0311963 | val_loss: 0.0311999 | Time: 2108.2 ms [2022-04-12 06:30:48 main:574] : INFO : Epoch 1834 | loss: 0.031196 | val_loss: 0.0312006 | Time: 2081.02 ms [2022-04-12 06:30:51 main:574] : INFO : Epoch 1835 | loss: 0.0311958 | val_loss: 0.0311998 | Time: 2097.72 ms [2022-04-12 06:30:53 main:574] : INFO : Epoch 1836 | loss: 0.0311956 | val_loss: 0.0311999 | Time: 2104.97 ms [2022-04-12 06:30:55 main:574] : INFO : Epoch 1837 | loss: 0.0311952 | val_loss: 0.0311992 | Time: 2116.33 ms [2022-04-12 06:30:57 main:574] : INFO : Epoch 1838 | loss: 0.0311952 | val_loss: 0.0311989 | Time: 2129.15 ms [2022-04-12 06:30:59 main:574] : INFO : Epoch 1839 | loss: 0.0311948 | val_loss: 0.0311991 | Time: 2143.92 ms [2022-04-12 06:31:02 main:574] : INFO : Epoch 1840 | loss: 0.0311945 | val_loss: 0.0311987 | Time: 2159.55 ms [2022-04-12 06:31:04 main:574] : INFO : Epoch 1841 | loss: 0.0311942 | val_loss: 0.031199 | Time: 2119.94 ms [2022-04-12 06:31:06 main:574] : INFO : Epoch 1842 | loss: 0.0311947 | val_loss: 0.0311988 | Time: 2116.55 ms [2022-04-12 06:31:08 main:574] : INFO : Epoch 1843 | loss: 0.0311945 | val_loss: 0.0311994 | Time: 2073.86 ms [2022-04-12 06:31:10 main:574] : INFO : Epoch 1844 | loss: 0.0311938 | val_loss: 0.0311979 | Time: 2071.25 ms [2022-04-12 06:31:12 main:574] : INFO : Epoch 1845 | loss: 0.0311938 | val_loss: 0.0311991 | Time: 2069.99 ms [2022-04-12 06:31:15 main:574] : INFO : Epoch 1846 | loss: 0.0311937 | val_loss: 0.0311991 | Time: 2087.01 ms [2022-04-12 06:31:17 main:574] : INFO : Epoch 1847 | loss: 0.0311936 | val_loss: 0.0311982 | Time: 2070.5 ms [2022-04-12 06:31:19 main:574] : INFO : Epoch 1848 | loss: 0.0311931 | val_loss: 0.031198 | Time: 2133.99 ms [2022-04-12 06:31:21 main:574] : INFO : Epoch 1849 | loss: 0.0311932 | val_loss: 0.0311977 | Time: 2097.98 ms [2022-04-12 06:31:23 main:574] : INFO : Epoch 1850 | loss: 0.031193 | val_loss: 0.0311974 | Time: 2088.43 ms [2022-04-12 06:31:25 main:574] : INFO : Epoch 1851 | loss: 0.0311932 | val_loss: 0.0311988 | Time: 2107.97 ms [2022-04-12 06:31:28 main:574] : INFO : Epoch 1852 | loss: 0.0311931 | val_loss: 0.0311968 | Time: 2098.91 ms [2022-04-12 06:31:30 main:574] : INFO : Epoch 1853 | loss: 0.0311928 | val_loss: 0.0311972 | Time: 2107.59 ms [2022-04-12 06:31:32 main:574] : INFO : Epoch 1854 | loss: 0.0311935 | val_loss: 0.0311992 | Time: 2097.42 ms [2022-04-12 06:31:34 main:574] : INFO : Epoch 1855 | loss: 0.0311927 | val_loss: 0.0311974 | Time: 2071.94 ms [2022-04-12 06:31:36 main:574] : INFO : Epoch 1856 | loss: 0.0311919 | val_loss: 0.0311971 | Time: 2087.57 ms [2022-04-12 06:31:39 main:574] : INFO : Epoch 1857 | loss: 0.0311919 | val_loss: 0.0311969 | Time: 2090.89 ms [2022-04-12 06:31:41 main:574] : INFO : Epoch 1858 | loss: 0.031192 | val_loss: 0.0311968 | Time: 2102.86 ms [2022-04-12 06:31:43 main:574] : INFO : Epoch 1859 | loss: 0.0311918 | val_loss: 0.0311965 | Time: 2073.9 ms [2022-04-12 06:31:45 main:574] : INFO : Epoch 1860 | loss: 0.0311914 | val_loss: 0.0311962 | Time: 2090.5 ms [2022-04-12 06:31:47 main:574] : INFO : Epoch 1861 | loss: 0.0311922 | val_loss: 0.0311986 | Time: 2067.92 ms [2022-04-12 06:31:49 main:574] : INFO : Epoch 1862 | loss: 0.0311938 | val_loss: 0.0311979 | Time: 2062.3 ms [2022-04-12 06:31:51 main:574] : INFO : Epoch 1863 | loss: 0.0311927 | val_loss: 0.0311981 | Time: 2037.35 ms [2022-04-12 06:31:53 main:574] : INFO : Epoch 1864 | loss: 0.031193 | val_loss: 0.0311979 | Time: 2045.26 ms [2022-04-12 06:31:56 main:574] : INFO : Epoch 1865 | loss: 0.0311926 | val_loss: 0.0311968 | Time: 2066.87 ms [2022-04-12 06:31:58 main:574] : INFO : Epoch 1866 | loss: 0.0311917 | val_loss: 0.0311965 | Time: 2025.5 ms [2022-04-12 06:32:00 main:574] : INFO : Epoch 1867 | loss: 0.0311921 | val_loss: 0.0311964 | Time: 2014.11 ms [2022-04-12 06:32:02 main:574] : INFO : Epoch 1868 | loss: 0.0311914 | val_loss: 0.031196 | Time: 2057.7 ms [2022-04-12 06:32:04 main:574] : INFO : Epoch 1869 | loss: 0.0311909 | val_loss: 0.0311959 | Time: 1998.43 ms [2022-04-12 06:32:06 main:574] : INFO : Epoch 1870 | loss: 0.031191 | val_loss: 0.031196 | Time: 2025.27 ms [2022-04-12 06:32:08 main:574] : INFO : Epoch 1871 | loss: 0.0311907 | val_loss: 0.0311955 | Time: 2033.71 ms [2022-04-12 06:32:10 main:574] : INFO : Epoch 1872 | loss: 0.0311904 | val_loss: 0.0311956 | Time: 2038.93 ms [2022-04-12 06:32:12 main:574] : INFO : Epoch 1873 | loss: 0.03119 | val_loss: 0.0311949 | Time: 2081.61 ms [2022-04-12 06:32:14 main:574] : INFO : Epoch 1874 | loss: 0.0311897 | val_loss: 0.0311947 | Time: 2016.52 ms [2022-04-12 06:32:16 main:574] : INFO : Epoch 1875 | loss: 0.0311895 | val_loss: 0.0311948 | Time: 2057.23 ms [2022-04-12 06:32:18 main:574] : INFO : Epoch 1876 | loss: 0.0311895 | val_loss: 0.0311947 | Time: 2022.42 ms [2022-04-12 06:32:21 main:574] : INFO : Epoch 1877 | loss: 0.0311897 | val_loss: 0.0311947 | Time: 2087.19 ms [2022-04-12 06:32:23 main:574] : INFO : Epoch 1878 | loss: 0.0311891 | val_loss: 0.0311958 | Time: 2033.52 ms [2022-04-12 06:32:25 main:574] : INFO : Epoch 1879 | loss: 0.031189 | val_loss: 0.0311948 | Time: 2079.25 ms [2022-04-12 06:32:27 main:574] : INFO : Epoch 1880 | loss: 0.0311888 | val_loss: 0.0311947 | Time: 2087.99 ms [2022-04-12 06:32:29 main:574] : INFO : Epoch 1881 | loss: 0.0311889 | val_loss: 0.0311949 | Time: 2043.09 ms [2022-04-12 06:32:31 main:574] : INFO : Epoch 1882 | loss: 0.0311888 | val_loss: 0.0311945 | Time: 2070.07 ms [2022-04-12 06:32:33 main:574] : INFO : Epoch 1883 | loss: 0.0311891 | val_loss: 0.0311959 | Time: 2102.56 ms [2022-04-12 06:32:36 main:574] : INFO : Epoch 1884 | loss: 0.0311899 | val_loss: 0.0311956 | Time: 2046.34 ms [2022-04-12 06:32:38 main:574] : INFO : Epoch 1885 | loss: 0.0311896 | val_loss: 0.0311959 | Time: 1997.94 ms [2022-04-12 06:32:40 main:574] : INFO : Epoch 1886 | loss: 0.0311894 | val_loss: 0.0311952 | Time: 2026.31 ms [2022-04-12 06:32:42 main:574] : INFO : Epoch 1887 | loss: 0.0311888 | val_loss: 0.031195 | Time: 2069.22 ms [2022-04-12 06:32:44 main:574] : INFO : Epoch 1888 | loss: 0.0311902 | val_loss: 0.031195 | Time: 2048.67 ms [2022-04-12 06:32:46 main:574] : INFO : Epoch 1889 | loss: 0.0311896 | val_loss: 0.031195 | Time: 2011.36 ms [2022-04-12 06:32:48 main:574] : INFO : Epoch 1890 | loss: 0.0311897 | val_loss: 0.0311953 | Time: 2045.92 ms [2022-04-12 06:32:50 main:574] : INFO : Epoch 1891 | loss: 0.0311889 | val_loss: 0.0311949 | Time: 2059.48 ms [2022-04-12 06:32:52 main:574] : INFO : Epoch 1892 | loss: 0.0311888 | val_loss: 0.031195 | Time: 2052.75 ms [2022-04-12 06:32:54 main:574] : INFO : Epoch 1893 | loss: 0.0311882 | val_loss: 0.0311948 | Time: 1973.17 ms [2022-04-12 06:32:56 main:574] : INFO : Epoch 1894 | loss: 0.0311882 | val_loss: 0.0311943 | Time: 2052.55 ms [2022-04-12 06:32:58 main:574] : INFO : Epoch 1895 | loss: 0.031188 | val_loss: 0.0311941 | Time: 2035.27 ms [2022-04-12 06:33:01 main:574] : INFO : Epoch 1896 | loss: 0.0311881 | val_loss: 0.0311953 | Time: 2064.57 ms [2022-04-12 06:33:03 main:574] : INFO : Epoch 1897 | loss: 0.0311882 | val_loss: 0.0311966 | Time: 2064.68 ms [2022-04-12 06:33:05 main:574] : INFO : Epoch 1898 | loss: 0.0311884 | val_loss: 0.031195 | Time: 2050.88 ms [2022-04-12 06:33:07 main:574] : INFO : Epoch 1899 | loss: 0.0311881 | val_loss: 0.0311948 | Time: 2041.29 ms [2022-04-12 06:33:09 main:574] : INFO : Epoch 1900 | loss: 0.0311886 | val_loss: 0.0311952 | Time: 2080.71 ms [2022-04-12 06:33:11 main:574] : INFO : Epoch 1901 | loss: 0.031189 | val_loss: 0.0311954 | Time: 2045.67 ms [2022-04-12 06:33:13 main:574] : INFO : Epoch 1902 | loss: 0.0311875 | val_loss: 0.0311946 | Time: 2043.38 ms [2022-04-12 06:33:15 main:574] : INFO : Epoch 1903 | loss: 0.031187 | val_loss: 0.0311941 | Time: 2016.35 ms [2022-04-12 06:33:17 main:574] : INFO : Epoch 1904 | loss: 0.031188 | val_loss: 0.0311941 | Time: 2018.37 ms [2022-04-12 06:33:19 main:574] : INFO : Epoch 1905 | loss: 0.031188 | val_loss: 0.0311952 | Time: 2045.15 ms [2022-04-12 06:33:21 main:574] : INFO : Epoch 1906 | loss: 0.0311879 | val_loss: 0.031196 | Time: 2017.46 ms [2022-04-12 06:33:24 main:574] : INFO : Epoch 1907 | loss: 0.0311884 | val_loss: 0.0311947 | Time: 2038.28 ms [2022-04-12 06:33:26 main:574] : INFO : Epoch 1908 | loss: 0.0311878 | val_loss: 0.0311941 | Time: 2018.99 ms [2022-04-12 06:33:28 main:574] : INFO : Epoch 1909 | loss: 0.0311939 | val_loss: 0.0311984 | Time: 2058.54 ms [2022-04-12 06:33:30 main:574] : INFO : Epoch 1910 | loss: 0.031198 | val_loss: 0.0311973 | Time: 2053.63 ms [2022-04-12 06:33:32 main:574] : INFO : Epoch 1911 | loss: 0.0311957 | val_loss: 0.0311972 | Time: 2047.01 ms [2022-04-12 06:33:34 main:574] : INFO : Epoch 1912 | loss: 0.031195 | val_loss: 0.0311985 | Time: 2060.76 ms [2022-04-12 06:33:36 main:574] : INFO : Epoch 1913 | loss: 0.0311947 | val_loss: 0.031196 | Time: 2029.99 ms [2022-04-12 06:33:38 main:574] : INFO : Epoch 1914 | loss: 0.0311944 | val_loss: 0.0311955 | Time: 2038.38 ms [2022-04-12 06:33:40 main:574] : INFO : Epoch 1915 | loss: 0.0311935 | val_loss: 0.0311959 | Time: 2035.47 ms [2022-04-12 06:33:42 main:574] : INFO : Epoch 1916 | loss: 0.0311922 | val_loss: 0.0311954 | Time: 2002.64 ms [2022-04-12 06:33:44 main:574] : INFO : Epoch 1917 | loss: 0.0311909 | val_loss: 0.031194 | Time: 2064.83 ms [2022-04-12 06:33:47 main:574] : INFO : Epoch 1918 | loss: 0.0311903 | val_loss: 0.0311938 | Time: 2088.69 ms [2022-04-12 06:33:49 main:574] : INFO : Epoch 1919 | loss: 0.0311902 | val_loss: 0.0311933 | Time: 2041.83 ms [2022-04-12 06:33:51 main:574] : INFO : Epoch 1920 | loss: 0.0311898 | val_loss: 0.0311938 | Time: 2045.78 ms [2022-04-12 06:33:53 main:574] : INFO : Epoch 1921 | loss: 0.0311904 | val_loss: 0.0311956 | Time: 2069.93 ms [2022-04-12 06:33:55 main:574] : INFO : Epoch 1922 | loss: 0.03119 | val_loss: 0.0311938 | Time: 2031.09 ms [2022-04-12 06:33:57 main:574] : INFO : Epoch 1923 | loss: 0.0311891 | val_loss: 0.0311936 | Time: 2077.11 ms [2022-04-12 06:33:59 main:574] : INFO : Epoch 1924 | loss: 0.0311895 | val_loss: 0.0311927 | Time: 2085.28 ms [2022-04-12 06:34:01 main:574] : INFO : Epoch 1925 | loss: 0.0311885 | val_loss: 0.0311917 | Time: 2064.69 ms [2022-04-12 06:34:03 main:574] : INFO : Epoch 1926 | loss: 0.0311886 | val_loss: 0.0311917 | Time: 2051.31 ms [2022-04-12 06:34:06 main:574] : INFO : Epoch 1927 | loss: 0.0311886 | val_loss: 0.0311925 | Time: 2040.98 ms [2022-04-12 06:34:08 main:574] : INFO : Epoch 1928 | loss: 0.0311881 | val_loss: 0.0311927 | Time: 2031.83 ms [2022-04-12 06:34:10 main:574] : INFO : Epoch 1929 | loss: 0.0311887 | val_loss: 0.0311938 | Time: 2067.38 ms [2022-04-12 06:34:12 main:574] : INFO : Epoch 1930 | loss: 0.0311884 | val_loss: 0.0311939 | Time: 2087.45 ms [2022-04-12 06:34:14 main:574] : INFO : Epoch 1931 | loss: 0.0311877 | val_loss: 0.0311918 | Time: 2030.6 ms [2022-04-12 06:34:16 main:574] : INFO : Epoch 1932 | loss: 0.0311877 | val_loss: 0.0311925 | Time: 2041.05 ms [2022-04-12 06:34:18 main:574] : INFO : Epoch 1933 | loss: 0.0311868 | val_loss: 0.031191 | Time: 2030.42 ms [2022-04-12 06:34:20 main:574] : INFO : Epoch 1934 | loss: 0.0311864 | val_loss: 0.0311921 | Time: 2086.02 ms [2022-04-12 06:34:22 main:574] : INFO : Epoch 1935 | loss: 0.0311878 | val_loss: 0.0311916 | Time: 2069.32 ms [2022-04-12 06:34:25 main:574] : INFO : Epoch 1936 | loss: 0.0311868 | val_loss: 0.0311943 | Time: 2040.09 ms [2022-04-12 06:34:27 main:574] : INFO : Epoch 1937 | loss: 0.031187 | val_loss: 0.0311914 | Time: 2027.19 ms [2022-04-12 06:34:29 main:574] : INFO : Epoch 1938 | loss: 0.0311861 | val_loss: 0.0311911 | Time: 2026.9 ms [2022-04-12 06:34:31 main:574] : INFO : Epoch 1939 | loss: 0.0311861 | val_loss: 0.0311912 | Time: 2052.94 ms [2022-04-12 06:34:33 main:574] : INFO : Epoch 1940 | loss: 0.0311864 | val_loss: 0.0311915 | Time: 2065.73 ms [2022-04-12 06:34:35 main:574] : INFO : Epoch 1941 | loss: 0.0311862 | val_loss: 0.0311915 | Time: 2071.56 ms [2022-04-12 06:34:37 main:574] : INFO : Epoch 1942 | loss: 0.0311859 | val_loss: 0.0311917 | Time: 2032.33 ms [2022-04-12 06:34:39 main:574] : INFO : Epoch 1943 | loss: 0.0311858 | val_loss: 0.0311912 | Time: 2051.1 ms [2022-04-12 06:34:41 main:574] : INFO : Epoch 1944 | loss: 0.0311855 | val_loss: 0.0311913 | Time: 2042.22 ms [2022-04-12 06:34:43 main:574] : INFO : Epoch 1945 | loss: 0.0311871 | val_loss: 0.0311931 | Time: 2140.16 ms [2022-04-12 06:34:46 main:574] : INFO : Epoch 1946 | loss: 0.031187 | val_loss: 0.0311915 | Time: 2065.66 ms [2022-04-12 06:34:48 main:574] : INFO : Epoch 1947 | loss: 0.0311864 | val_loss: 0.031192 | Time: 2075.47 ms [2022-04-12 06:34:50 main:574] : INFO : Epoch 1948 | loss: 0.0311869 | val_loss: 0.0311912 | Time: 2046.5 ms [2022-04-12 06:34:52 main:574] : INFO : Epoch 1949 | loss: 0.0311862 | val_loss: 0.031192 | Time: 2079.45 ms [2022-04-12 06:34:54 main:574] : INFO : Epoch 1950 | loss: 0.0311856 | val_loss: 0.0311914 | Time: 2041.38 ms [2022-04-12 06:34:56 main:574] : INFO : Epoch 1951 | loss: 0.0311856 | val_loss: 0.0311914 | Time: 2041.57 ms [2022-04-12 06:34:58 main:574] : INFO : Epoch 1952 | loss: 0.0311859 | val_loss: 0.0311926 | Time: 2021.84 ms [2022-04-12 06:35:00 main:574] : INFO : Epoch 1953 | loss: 0.0311852 | val_loss: 0.031192 | Time: 2053.22 ms [2022-04-12 06:35:02 main:574] : INFO : Epoch 1954 | loss: 0.0311853 | val_loss: 0.0311922 | Time: 2082.15 ms [2022-04-12 06:35:04 main:574] : INFO : Epoch 1955 | loss: 0.0311849 | val_loss: 0.0311922 | Time: 2049.63 ms [2022-04-12 06:35:07 main:574] : INFO : Epoch 1956 | loss: 0.0311848 | val_loss: 0.0311917 | Time: 2055.27 ms [2022-04-12 06:35:09 main:574] : INFO : Epoch 1957 | loss: 0.0311858 | val_loss: 0.0311931 | Time: 2107.43 ms [2022-04-12 06:35:11 main:574] : INFO : Epoch 1958 | loss: 0.0311848 | val_loss: 0.0311919 | Time: 2048.73 ms [2022-04-12 06:35:13 main:574] : INFO : Epoch 1959 | loss: 0.0311851 | val_loss: 0.0311916 | Time: 2017.3 ms [2022-04-12 06:35:15 main:574] : INFO : Epoch 1960 | loss: 0.0311856 | val_loss: 0.031195 | Time: 2044.42 ms [2022-04-12 06:35:17 main:574] : INFO : Epoch 1961 | loss: 0.0311857 | val_loss: 0.0311922 | Time: 2005.72 ms [2022-04-12 06:35:19 main:574] : INFO : Epoch 1962 | loss: 0.0311857 | val_loss: 0.0311935 | Time: 2043.97 ms [2022-04-12 06:35:21 main:574] : INFO : Epoch 1963 | loss: 0.0311852 | val_loss: 0.0311921 | Time: 2021.1 ms [2022-04-12 06:35:23 main:574] : INFO : Epoch 1964 | loss: 0.031185 | val_loss: 0.0311939 | Time: 2057.09 ms [2022-04-12 06:35:25 main:574] : INFO : Epoch 1965 | loss: 0.0311853 | val_loss: 0.0311924 | Time: 2059.65 ms [2022-04-12 06:35:28 main:574] : INFO : Epoch 1966 | loss: 0.0311845 | val_loss: 0.0311928 | Time: 2078.31 ms [2022-04-12 06:35:30 main:574] : INFO : Epoch 1967 | loss: 0.0311853 | val_loss: 0.0311936 | Time: 2032.87 ms [2022-04-12 06:35:32 main:574] : INFO : Epoch 1968 | loss: 0.0311849 | val_loss: 0.0311933 | Time: 2065.08 ms [2022-04-12 06:35:34 main:574] : INFO : Epoch 1969 | loss: 0.0311851 | val_loss: 0.031193 | Time: 2066.46 ms [2022-04-12 06:35:36 main:574] : INFO : Epoch 1970 | loss: 0.0311847 | val_loss: 0.0311926 | Time: 2038.64 ms [2022-04-12 06:35:38 main:574] : INFO : Epoch 1971 | loss: 0.0311861 | val_loss: 0.0311922 | Time: 2030.52 ms [2022-04-12 06:35:40 main:574] : INFO : Epoch 1972 | loss: 0.0311902 | val_loss: 0.0311933 | Time: 2060.23 ms [2022-04-12 06:35:42 main:574] : INFO : Epoch 1973 | loss: 0.0311917 | val_loss: 0.0311935 | Time: 2056.59 ms [2022-04-12 06:35:44 main:574] : INFO : Epoch 1974 | loss: 0.0311903 | val_loss: 0.0311937 | Time: 2071 ms [2022-04-12 06:35:46 main:574] : INFO : Epoch 1975 | loss: 0.0311887 | val_loss: 0.0311933 | Time: 2049.97 ms [2022-04-12 06:35:49 main:574] : INFO : Epoch 1976 | loss: 0.0311893 | val_loss: 0.0311934 | Time: 2047.03 ms [2022-04-12 06:35:51 main:574] : INFO : Epoch 1977 | loss: 0.031191 | val_loss: 0.0311944 | Time: 1995.62 ms [2022-04-12 06:35:53 main:574] : INFO : Epoch 1978 | loss: 0.0311895 | val_loss: 0.0311946 | Time: 2048.57 ms [2022-04-12 06:35:55 main:574] : INFO : Epoch 1979 | loss: 0.0311879 | val_loss: 0.031193 | Time: 2052.13 ms [2022-04-12 06:35:57 main:574] : INFO : Epoch 1980 | loss: 0.031188 | val_loss: 0.0311961 | Time: 2050.36 ms [2022-04-12 06:35:59 main:574] : INFO : Epoch 1981 | loss: 0.0311882 | val_loss: 0.0311926 | Time: 2074.12 ms [2022-04-12 06:36:01 main:574] : INFO : Epoch 1982 | loss: 0.0311872 | val_loss: 0.0311927 | Time: 2042.2 ms [2022-04-12 06:36:03 main:574] : INFO : Epoch 1983 | loss: 0.0311877 | val_loss: 0.0311969 | Time: 2073.98 ms [2022-04-12 06:36:05 main:574] : INFO : Epoch 1984 | loss: 0.0311886 | val_loss: 0.0311934 | Time: 2067.28 ms [2022-04-12 06:36:07 main:574] : INFO : Epoch 1985 | loss: 0.0311882 | val_loss: 0.0311923 | Time: 2041.09 ms [2022-04-12 06:36:10 main:574] : INFO : Epoch 1986 | loss: 0.0311871 | val_loss: 0.0311927 | Time: 2025.07 ms [2022-04-12 06:36:12 main:574] : INFO : Epoch 1987 | loss: 0.0311861 | val_loss: 0.0311919 | Time: 2052.08 ms [2022-04-12 06:36:14 main:574] : INFO : Epoch 1988 | loss: 0.0311859 | val_loss: 0.0311929 | Time: 2060.89 ms [2022-04-12 06:36:16 main:574] : INFO : Epoch 1989 | loss: 0.0311864 | val_loss: 0.0311927 | Time: 2102.71 ms [2022-04-12 06:36:18 main:574] : INFO : Epoch 1990 | loss: 0.0311867 | val_loss: 0.0311933 | Time: 2089.82 ms [2022-04-12 06:36:20 main:574] : INFO : Epoch 1991 | loss: 0.0311862 | val_loss: 0.0311928 | Time: 2058.95 ms [2022-04-12 06:36:22 main:574] : INFO : Epoch 1992 | loss: 0.031186 | val_loss: 0.0311934 | Time: 2064.45 ms [2022-04-12 06:36:24 main:574] : INFO : Epoch 1993 | loss: 0.0311861 | val_loss: 0.0311931 | Time: 2062.72 ms [2022-04-12 06:36:27 main:574] : INFO : Epoch 1994 | loss: 0.0311857 | val_loss: 0.0311921 | Time: 2064.32 ms [2022-04-12 06:36:29 main:574] : INFO : Epoch 1995 | loss: 0.0311854 | val_loss: 0.0311929 | Time: 2069.54 ms [2022-04-12 06:36:31 main:574] : INFO : Epoch 1996 | loss: 0.0311854 | val_loss: 0.0311921 | Time: 2069.72 ms [2022-04-12 06:36:33 main:574] : INFO : Epoch 1997 | loss: 0.0311846 | val_loss: 0.0311916 | Time: 2069.48 ms [2022-04-12 06:36:35 main:574] : INFO : Epoch 1998 | loss: 0.0311848 | val_loss: 0.0311932 | Time: 2039.19 ms [2022-04-12 06:36:37 main:574] : INFO : Epoch 1999 | loss: 0.0311853 | val_loss: 0.0311925 | Time: 2063.28 ms [2022-04-12 06:36:39 main:574] : INFO : Epoch 2000 | loss: 0.0311849 | val_loss: 0.0311941 | Time: 2082.27 ms [2022-04-12 06:36:41 main:574] : INFO : Epoch 2001 | loss: 0.031185 | val_loss: 0.0311917 | Time: 2048.56 ms [2022-04-12 06:36:43 main:574] : INFO : Epoch 2002 | loss: 0.0311855 | val_loss: 0.0311923 | Time: 2082.22 ms [2022-04-12 06:36:46 main:574] : INFO : Epoch 2003 | loss: 0.0311848 | val_loss: 0.0311917 | Time: 2031.15 ms [2022-04-12 06:36:48 main:574] : INFO : Epoch 2004 | loss: 0.031185 | val_loss: 0.0311932 | Time: 2052.31 ms [2022-04-12 06:36:50 main:574] : INFO : Epoch 2005 | loss: 0.0311848 | val_loss: 0.031193 | Time: 2072.36 ms [2022-04-12 06:36:52 main:574] : INFO : Epoch 2006 | loss: 0.0311847 | val_loss: 0.0311927 | Time: 2045.17 ms [2022-04-12 06:36:54 main:574] : INFO : Epoch 2007 | loss: 0.031184 | val_loss: 0.0311926 | Time: 2080.75 ms [2022-04-12 06:36:56 main:574] : INFO : Epoch 2008 | loss: 0.0311851 | val_loss: 0.0311918 | Time: 2056.13 ms [2022-04-12 06:36:58 main:574] : INFO : Epoch 2009 | loss: 0.031184 | val_loss: 0.0311912 | Time: 2059.96 ms [2022-04-12 06:37:00 main:574] : INFO : Epoch 2010 | loss: 0.0311839 | val_loss: 0.0311923 | Time: 2091.9 ms [2022-04-12 06:37:03 main:574] : INFO : Epoch 2011 | loss: 0.0311842 | val_loss: 0.0311938 | Time: 2080.25 ms [2022-04-12 06:37:05 main:574] : INFO : Epoch 2012 | loss: 0.0311839 | val_loss: 0.0311917 | Time: 2061.91 ms [2022-04-12 06:37:07 main:574] : INFO : Epoch 2013 | loss: 0.0311842 | val_loss: 0.0311918 | Time: 2051.26 ms [2022-04-12 06:37:09 main:574] : INFO : Epoch 2014 | loss: 0.031184 | val_loss: 0.031191 | Time: 2101.7 ms [2022-04-12 06:37:11 main:574] : INFO : Epoch 2015 | loss: 0.031185 | val_loss: 0.0311917 | Time: 2111.36 ms [2022-04-12 06:37:13 main:574] : INFO : Epoch 2016 | loss: 0.0311861 | val_loss: 0.0311928 | Time: 2094.3 ms [2022-04-12 06:37:15 main:574] : INFO : Epoch 2017 | loss: 0.0311855 | val_loss: 0.0311909 | Time: 2020.44 ms [2022-04-12 06:37:17 main:574] : INFO : Epoch 2018 | loss: 0.0311857 | val_loss: 0.0311914 | Time: 2056.91 ms [2022-04-12 06:37:20 main:574] : INFO : Epoch 2019 | loss: 0.0311864 | val_loss: 0.0311923 | Time: 2055.79 ms [2022-04-12 06:37:22 main:574] : INFO : Epoch 2020 | loss: 0.0311872 | val_loss: 0.0311932 | Time: 2060.39 ms [2022-04-12 06:37:24 main:574] : INFO : Epoch 2021 | loss: 0.0311869 | val_loss: 0.0311912 | Time: 2097.07 ms [2022-04-12 06:37:26 main:574] : INFO : Epoch 2022 | loss: 0.0311851 | val_loss: 0.0311911 | Time: 2027.2 ms [2022-04-12 06:37:28 main:574] : INFO : Epoch 2023 | loss: 0.031185 | val_loss: 0.0311902 | Time: 2090.11 ms [2022-04-12 06:37:30 main:574] : INFO : Epoch 2024 | loss: 0.0311848 | val_loss: 0.031192 | Time: 2045.51 ms [2022-04-12 06:37:32 main:574] : INFO : Epoch 2025 | loss: 0.0311852 | val_loss: 0.0311904 | Time: 2060.65 ms [2022-04-12 06:37:34 main:574] : INFO : Epoch 2026 | loss: 0.0311853 | val_loss: 0.0311958 | Time: 2056.08 ms [2022-04-12 06:37:36 main:574] : INFO : Epoch 2027 | loss: 0.0311856 | val_loss: 0.0311929 | Time: 2074.6 ms [2022-04-12 06:37:39 main:574] : INFO : Epoch 2028 | loss: 0.031187 | val_loss: 0.0311918 | Time: 2057.85 ms [2022-04-12 06:37:41 main:574] : INFO : Epoch 2029 | loss: 0.0311852 | val_loss: 0.0311912 | Time: 2040.13 ms [2022-04-12 06:37:43 main:574] : INFO : Epoch 2030 | loss: 0.0311852 | val_loss: 0.0311935 | Time: 2073.27 ms [2022-04-12 06:37:45 main:574] : INFO : Epoch 2031 | loss: 0.0311854 | val_loss: 0.0311917 | Time: 2021.04 ms [2022-04-12 06:37:47 main:574] : INFO : Epoch 2032 | loss: 0.0311863 | val_loss: 0.031193 | Time: 2044.73 ms [2022-04-12 06:37:49 main:574] : INFO : Epoch 2033 | loss: 0.0311848 | val_loss: 0.0311911 | Time: 2056.8 ms [2022-04-12 06:37:51 main:574] : INFO : Epoch 2034 | loss: 0.0311854 | val_loss: 0.0311913 | Time: 2074.55 ms [2022-04-12 06:37:53 main:574] : INFO : Epoch 2035 | loss: 0.031187 | val_loss: 0.03119 | Time: 2043.51 ms [2022-04-12 06:37:55 main:574] : INFO : Epoch 2036 | loss: 0.0311857 | val_loss: 0.0311936 | Time: 2035.52 ms [2022-04-12 06:37:57 main:574] : INFO : Epoch 2037 | loss: 0.0311841 | val_loss: 0.0311898 | Time: 2061.21 ms [2022-04-12 06:38:00 main:574] : INFO : Epoch 2038 | loss: 0.0311843 | val_loss: 0.0311903 | Time: 2025.47 ms [2022-04-12 06:38:02 main:574] : INFO : Epoch 2039 | loss: 0.0311841 | val_loss: 0.0311899 | Time: 2071.08 ms [2022-04-12 06:38:04 main:574] : INFO : Epoch 2040 | loss: 0.0311844 | val_loss: 0.0311949 | Time: 2105.67 ms [2022-04-12 06:38:06 main:574] : INFO : Epoch 2041 | loss: 0.0311835 | val_loss: 0.0311904 | Time: 2024.37 ms [2022-04-12 06:38:08 main:574] : INFO : Epoch 2042 | loss: 0.0311828 | val_loss: 0.0311915 | Time: 2081.74 ms [2022-04-12 06:38:10 main:574] : INFO : Epoch 2043 | loss: 0.0311827 | val_loss: 0.0311901 | Time: 2075.7 ms [2022-04-12 06:38:12 main:574] : INFO : Epoch 2044 | loss: 0.0311832 | val_loss: 0.0311931 | Time: 2059.72 ms [2022-04-12 06:38:14 main:574] : INFO : Epoch 2045 | loss: 0.0311835 | val_loss: 0.0311896 | Time: 2062.67 ms [2022-04-12 06:38:16 main:574] : INFO : Epoch 2046 | loss: 0.0311834 | val_loss: 0.0311899 | Time: 2081.94 ms [2022-04-12 06:38:19 main:574] : INFO : Epoch 2047 | loss: 0.0311839 | val_loss: 0.0311932 | Time: 2057.07 ms [2022-04-12 06:38:21 main:574] : INFO : Epoch 2048 | loss: 0.031185 | val_loss: 0.03119 | Time: 2064.15 ms [2022-04-12 06:38:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03119 [2022-04-12 06:38:21 main:603] : INFO : Saving end state to config to file [2022-04-12 06:38:21 main:608] : INFO : Success, exiting.. 06:38:21 (16784): 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)