Task 14624188
| Name | ParityModified-1647049327-2409-3-0_1 |
| Workunit | 11576591 |
| Created | 18 Apr 2022, 22:11:07 UTC |
| Sent | 18 Apr 2022, 22:11:26 UTC |
| Report deadline | 26 Apr 2022, 22:11:26 UTC |
| Received | 19 Apr 2022, 0:51:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 15 min 11 sec |
| CPU time | 1 hours 11 min 47 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 | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> och 1542 | loss: 0.031186 | val_loss: 0.0311943 | Time: 2080.42 ms [2022-04-19 02:32:30 main:574] : INFO : Epoch 1543 | loss: 0.0311899 | val_loss: 0.0311992 | Time: 2051.5 ms [2022-04-19 02:32:32 main:574] : INFO : Epoch 1544 | loss: 0.0311966 | val_loss: 0.0311991 | Time: 2052.23 ms [2022-04-19 02:32:34 main:574] : INFO : Epoch 1545 | loss: 0.0311943 | val_loss: 0.031195 | Time: 2066.66 ms [2022-04-19 02:32:36 main:574] : INFO : Epoch 1546 | loss: 0.0311922 | val_loss: 0.0311972 | Time: 2078.69 ms [2022-04-19 02:32:38 main:574] : INFO : Epoch 1547 | loss: 0.0311895 | val_loss: 0.0311932 | Time: 2090.78 ms [2022-04-19 02:32:40 main:574] : INFO : Epoch 1548 | loss: 0.0311881 | val_loss: 0.0311957 | Time: 2106.51 ms [2022-04-19 02:32:43 main:574] : INFO : Epoch 1549 | loss: 0.0311888 | val_loss: 0.0311964 | Time: 2106.4 ms [2022-04-19 02:32:45 main:574] : INFO : Epoch 1550 | loss: 0.0311882 | val_loss: 0.0311917 | Time: 2086.06 ms [2022-04-19 02:32:47 main:574] : INFO : Epoch 1551 | loss: 0.0311868 | val_loss: 0.0311905 | Time: 2045.83 ms [2022-04-19 02:32:49 main:574] : INFO : Epoch 1552 | loss: 0.0311862 | val_loss: 0.0311903 | Time: 2071.53 ms [2022-04-19 02:32:51 main:574] : INFO : Epoch 1553 | loss: 0.0311855 | val_loss: 0.0311907 | Time: 2080 ms [2022-04-19 02:32:53 main:574] : INFO : Epoch 1554 | loss: 0.0311847 | val_loss: 0.0311943 | Time: 2114.33 ms [2022-04-19 02:32:55 main:574] : INFO : Epoch 1555 | loss: 0.0311871 | val_loss: 0.031203 | Time: 2052.63 ms [2022-04-19 02:32:57 main:574] : INFO : Epoch 1556 | loss: 0.0311876 | val_loss: 0.0311978 | Time: 2101.46 ms [2022-04-19 02:33:00 main:574] : INFO : Epoch 1557 | loss: 0.0311864 | val_loss: 0.0311938 | Time: 2055.05 ms [2022-04-19 02:33:02 main:574] : INFO : Epoch 1558 | loss: 0.0311849 | val_loss: 0.0311895 | Time: 2088.2 ms [2022-04-19 02:33:04 main:574] : INFO : Epoch 1559 | loss: 0.0311846 | val_loss: 0.0311935 | Time: 2094.39 ms [2022-04-19 02:33:06 main:574] : INFO : Epoch 1560 | loss: 0.0311852 | val_loss: 0.0311955 | Time: 2117.77 ms [2022-04-19 02:33:08 main:574] : INFO : Epoch 1561 | loss: 0.0311842 | val_loss: 0.0311911 | Time: 2099.32 ms [2022-04-19 02:33:10 main:574] : INFO : Epoch 1562 | loss: 0.0311865 | val_loss: 0.0311939 | Time: 2099.67 ms [2022-04-19 02:33:12 main:574] : INFO : Epoch 1563 | loss: 0.0311903 | val_loss: 0.0311915 | Time: 2049.24 ms [2022-04-19 02:33:15 main:574] : INFO : Epoch 1564 | loss: 0.0311838 | val_loss: 0.031191 | Time: 2131.39 ms [2022-04-19 02:33:17 main:574] : INFO : Epoch 1565 | loss: 0.0311819 | val_loss: 0.0311913 | Time: 2087.72 ms [2022-04-19 02:33:19 main:574] : INFO : Epoch 1566 | loss: 0.0311816 | val_loss: 0.031192 | Time: 2098.95 ms [2022-04-19 02:33:21 main:574] : INFO : Epoch 1567 | loss: 0.0311837 | val_loss: 0.0311908 | Time: 2087.73 ms [2022-04-19 02:33:23 main:574] : INFO : Epoch 1568 | loss: 0.0311823 | val_loss: 0.0311915 | Time: 2044.63 ms [2022-04-19 02:33:25 main:574] : INFO : Epoch 1569 | loss: 0.0311828 | val_loss: 0.0311936 | Time: 2050.26 ms [2022-04-19 02:33:27 main:574] : INFO : Epoch 1570 | loss: 0.031185 | val_loss: 0.0311914 | Time: 2077.76 ms [2022-04-19 02:33:30 main:574] : INFO : Epoch 1571 | loss: 0.0311816 | val_loss: 0.0311912 | Time: 2096.43 ms [2022-04-19 02:33:32 main:574] : INFO : Epoch 1572 | loss: 0.0311837 | val_loss: 0.0311894 | Time: 2070.8 ms [2022-04-19 02:33:34 main:574] : INFO : Epoch 1573 | loss: 0.0311823 | val_loss: 0.0311951 | Time: 2105.8 ms [2022-04-19 02:33:36 main:574] : INFO : Epoch 1574 | loss: 0.031183 | val_loss: 0.0311935 | Time: 2124.06 ms [2022-04-19 02:33:38 main:574] : INFO : Epoch 1575 | loss: 0.0311861 | val_loss: 0.0311909 | Time: 2095.93 ms [2022-04-19 02:33:40 main:574] : INFO : Epoch 1576 | loss: 0.0311866 | val_loss: 0.0312009 | Time: 2040.23 ms [2022-04-19 02:33:42 main:574] : INFO : Epoch 1577 | loss: 0.0311825 | val_loss: 0.0311918 | Time: 2084.82 ms [2022-04-19 02:33:45 main:574] : INFO : Epoch 1578 | loss: 0.0311807 | val_loss: 0.0311895 | Time: 2097.83 ms [2022-04-19 02:33:47 main:574] : INFO : Epoch 1579 | loss: 0.0311788 | val_loss: 0.0311911 | Time: 2099.95 ms [2022-04-19 02:33:49 main:574] : INFO : Epoch 1580 | loss: 0.0311796 | val_loss: 0.0311904 | Time: 2102.67 ms [2022-04-19 02:33:51 main:574] : INFO : Epoch 1581 | loss: 0.031182 | val_loss: 0.0311899 | Time: 2076.92 ms [2022-04-19 02:33:53 main:574] : INFO : Epoch 1582 | loss: 0.0311792 | val_loss: 0.0311915 | Time: 2048.05 ms [2022-04-19 02:33:55 main:574] : INFO : Epoch 1583 | loss: 0.0311802 | val_loss: 0.0311893 | Time: 2073.5 ms [2022-04-19 02:33:57 main:574] : INFO : Epoch 1584 | loss: 0.0311826 | val_loss: 0.0311928 | Time: 2101.54 ms [2022-04-19 02:33:59 main:574] : INFO : Epoch 1585 | loss: 0.0311802 | val_loss: 0.0311933 | Time: 2074.41 ms [2022-04-19 02:34:02 main:574] : INFO : Epoch 1586 | loss: 0.0311781 | val_loss: 0.0311924 | Time: 2087.42 ms [2022-04-19 02:34:04 main:574] : INFO : Epoch 1587 | loss: 0.0311812 | val_loss: 0.0311893 | Time: 2092.21 ms [2022-04-19 02:34:06 main:574] : INFO : Epoch 1588 | loss: 0.0311802 | val_loss: 0.0311923 | Time: 2072.77 ms [2022-04-19 02:34:08 main:574] : INFO : Epoch 1589 | loss: 0.0311804 | val_loss: 0.0311952 | Time: 2102.38 ms [2022-04-19 02:34:10 main:574] : INFO : Epoch 1590 | loss: 0.0311805 | val_loss: 0.0311929 | Time: 2068.74 ms [2022-04-19 02:34:12 main:574] : INFO : Epoch 1591 | loss: 0.0311834 | val_loss: 0.0311917 | Time: 2087.93 ms [2022-04-19 02:34:14 main:574] : INFO : Epoch 1592 | loss: 0.0311846 | val_loss: 0.0311926 | Time: 2085.83 ms [2022-04-19 02:34:17 main:574] : INFO : Epoch 1593 | loss: 0.0311807 | val_loss: 0.0311916 | Time: 2098.5 ms [2022-04-19 02:34:19 main:574] : INFO : Epoch 1594 | loss: 0.0311807 | val_loss: 0.0311914 | Time: 2068.77 ms [2022-04-19 02:34:21 main:574] : INFO : Epoch 1595 | loss: 0.0311788 | val_loss: 0.0311902 | Time: 2107.13 ms [2022-04-19 02:34:23 main:574] : INFO : Epoch 1596 | loss: 0.0311807 | val_loss: 0.0311981 | Time: 2101.74 ms [2022-04-19 02:34:25 main:574] : INFO : Epoch 1597 | loss: 0.0311822 | val_loss: 0.0312089 | Time: 2077.16 ms [2022-04-19 02:34:27 main:574] : INFO : Epoch 1598 | loss: 0.0311831 | val_loss: 0.03119 | Time: 2111.87 ms [2022-04-19 02:34:30 main:574] : INFO : Epoch 1599 | loss: 0.0311786 | val_loss: 0.0311934 | Time: 2121.82 ms [2022-04-19 02:34:32 main:574] : INFO : Epoch 1600 | loss: 0.031178 | val_loss: 0.031192 | Time: 2115.94 ms [2022-04-19 02:34:34 main:574] : INFO : Epoch 1601 | loss: 0.0311793 | val_loss: 0.0311939 | Time: 2095.89 ms [2022-04-19 02:34:36 main:574] : INFO : Epoch 1602 | loss: 0.0311783 | val_loss: 0.0311914 | Time: 2053.56 ms [2022-04-19 02:34:38 main:574] : INFO : Epoch 1603 | loss: 0.0311816 | val_loss: 0.0312047 | Time: 2038.36 ms [2022-04-19 02:34:40 main:574] : INFO : Epoch 1604 | loss: 0.031184 | val_loss: 0.0312021 | Time: 2062.57 ms [2022-04-19 02:34:42 main:574] : INFO : Epoch 1605 | loss: 0.0311839 | val_loss: 0.0312005 | Time: 2063.56 ms [2022-04-19 02:34:44 main:574] : INFO : Epoch 1606 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 2118.82 ms [2022-04-19 02:34:47 main:574] : INFO : Epoch 1607 | loss: 0.0311791 | val_loss: 0.0311899 | Time: 2087.28 ms [2022-04-19 02:34:49 main:574] : INFO : Epoch 1608 | loss: 0.0311781 | val_loss: 0.0311959 | Time: 2078.44 ms [2022-04-19 02:34:51 main:574] : INFO : Epoch 1609 | loss: 0.0311785 | val_loss: 0.0311971 | Time: 2020.69 ms [2022-04-19 02:34:53 main:574] : INFO : Epoch 1610 | loss: 0.0311778 | val_loss: 0.0311922 | Time: 2087.27 ms [2022-04-19 02:34:55 main:574] : INFO : Epoch 1611 | loss: 0.0311791 | val_loss: 0.0311912 | Time: 2070.45 ms [2022-04-19 02:34:57 main:574] : INFO : Epoch 1612 | loss: 0.0311785 | val_loss: 0.0311911 | Time: 2044 ms [2022-04-19 02:34:59 main:574] : INFO : Epoch 1613 | loss: 0.0311793 | val_loss: 0.031191 | Time: 2061.56 ms [2022-04-19 02:35:01 main:574] : INFO : Epoch 1614 | loss: 0.0311772 | val_loss: 0.0311901 | Time: 2064.66 ms [2022-04-19 02:35:03 main:574] : INFO : Epoch 1615 | loss: 0.0311804 | val_loss: 0.0311912 | Time: 2067.17 ms [2022-04-19 02:35:06 main:574] : INFO : Epoch 1616 | loss: 0.0311818 | val_loss: 0.0311893 | Time: 2073.38 ms [2022-04-19 02:35:08 main:574] : INFO : Epoch 1617 | loss: 0.0311786 | val_loss: 0.0311897 | Time: 2083.91 ms [2022-04-19 02:35:10 main:574] : INFO : Epoch 1618 | loss: 0.0311793 | val_loss: 0.0311892 | Time: 2079.56 ms [2022-04-19 02:35:12 main:574] : INFO : Epoch 1619 | loss: 0.031181 | val_loss: 0.0311953 | Time: 2072.25 ms [2022-04-19 02:35:14 main:574] : INFO : Epoch 1620 | loss: 0.0311816 | val_loss: 0.0311887 | Time: 2059.79 ms [2022-04-19 02:35:17 main:574] : INFO : Epoch 1621 | loss: 0.0311791 | val_loss: 0.0311892 | Time: 2087.86 ms [2022-04-19 02:35:19 main:574] : INFO : Epoch 1622 | loss: 0.0311779 | val_loss: 0.0311896 | Time: 2089.23 ms [2022-04-19 02:35:21 main:574] : INFO : Epoch 1623 | loss: 0.0311795 | val_loss: 0.0311917 | Time: 2093.7 ms [2022-04-19 02:35:23 main:574] : INFO : Epoch 1624 | loss: 0.0311811 | val_loss: 0.0311885 | Time: 2014.92 ms [2022-04-19 02:35:25 main:574] : INFO : Epoch 1625 | loss: 0.0311789 | val_loss: 0.0311948 | Time: 2111.02 ms [2022-04-19 02:35:27 main:574] : INFO : Epoch 1626 | loss: 0.0311808 | val_loss: 0.0311898 | Time: 2084.85 ms [2022-04-19 02:35:29 main:574] : INFO : Epoch 1627 | loss: 0.0311789 | val_loss: 0.0311883 | Time: 2053.86 ms [2022-04-19 02:35:32 main:574] : INFO : Epoch 1628 | loss: 0.0311777 | val_loss: 0.0311928 | Time: 2111.04 ms [2022-04-19 02:35:34 main:574] : INFO : Epoch 1629 | loss: 0.0311776 | val_loss: 0.0311894 | Time: 2058.91 ms [2022-04-19 02:35:36 main:574] : INFO : Epoch 1630 | loss: 0.0311784 | val_loss: 0.0311926 | Time: 2066.99 ms [2022-04-19 02:35:38 main:574] : INFO : Epoch 1631 | loss: 0.0311823 | val_loss: 0.0311957 | Time: 2069.67 ms [2022-04-19 02:35:40 main:574] : INFO : Epoch 1632 | loss: 0.0311764 | val_loss: 0.0311891 | Time: 2060.95 ms [2022-04-19 02:35:42 main:574] : INFO : Epoch 1633 | loss: 0.0311766 | val_loss: 0.0311919 | Time: 2041.21 ms [2022-04-19 02:35:44 main:574] : INFO : Epoch 1634 | loss: 0.0311789 | val_loss: 0.031191 | Time: 2017.71 ms [2022-04-19 02:35:46 main:574] : INFO : Epoch 1635 | loss: 0.0311761 | val_loss: 0.0311907 | Time: 2035.44 ms [2022-04-19 02:35:48 main:574] : INFO : Epoch 1636 | loss: 0.0311765 | val_loss: 0.0311885 | Time: 2063.22 ms [2022-04-19 02:35:51 main:574] : INFO : Epoch 1637 | loss: 0.0311747 | val_loss: 0.0311888 | Time: 2112.24 ms [2022-04-19 02:35:53 main:574] : INFO : Epoch 1638 | loss: 0.0311759 | val_loss: 0.0311914 | Time: 2084.01 ms [2022-04-19 02:35:55 main:574] : INFO : Epoch 1639 | loss: 0.0311776 | val_loss: 0.0311898 | Time: 2059.17 ms [2022-04-19 02:35:57 main:574] : INFO : Epoch 1640 | loss: 0.0311753 | val_loss: 0.0311892 | Time: 2037.83 ms [2022-04-19 02:35:59 main:574] : INFO : Epoch 1641 | loss: 0.031175 | val_loss: 0.0311916 | Time: 2094.56 ms [2022-04-19 02:36:01 main:574] : INFO : Epoch 1642 | loss: 0.031176 | val_loss: 0.0311891 | Time: 2109.59 ms [2022-04-19 02:36:03 main:574] : INFO : Epoch 1643 | loss: 0.0311759 | val_loss: 0.0311897 | Time: 2138.58 ms [2022-04-19 02:36:05 main:574] : INFO : Epoch 1644 | loss: 0.0311757 | val_loss: 0.0311902 | Time: 2025.67 ms [2022-04-19 02:36:08 main:574] : INFO : Epoch 1645 | loss: 0.0311761 | val_loss: 0.0311888 | Time: 2082.15 ms [2022-04-19 02:36:10 main:574] : INFO : Epoch 1646 | loss: 0.0311753 | val_loss: 0.0311912 | Time: 2122.92 ms [2022-04-19 02:36:12 main:574] : INFO : Epoch 1647 | loss: 0.0311742 | val_loss: 0.0311888 | Time: 2052.69 ms [2022-04-19 02:36:14 main:574] : INFO : Epoch 1648 | loss: 0.031174 | val_loss: 0.0311895 | Time: 2096.61 ms [2022-04-19 02:36:16 main:574] : INFO : Epoch 1649 | loss: 0.0311763 | val_loss: 0.0311891 | Time: 2059.13 ms [2022-04-19 02:36:18 main:574] : INFO : Epoch 1650 | loss: 0.0311752 | val_loss: 0.0311907 | Time: 2079.85 ms [2022-04-19 02:36:20 main:574] : INFO : Epoch 1651 | loss: 0.0311751 | val_loss: 0.0311913 | Time: 2072.79 ms [2022-04-19 02:36:22 main:574] : INFO : Epoch 1652 | loss: 0.0311768 | val_loss: 0.0311922 | Time: 2015.81 ms [2022-04-19 02:36:25 main:574] : INFO : Epoch 1653 | loss: 0.031178 | val_loss: 0.0311961 | Time: 1995.56 ms [2022-04-19 02:36:27 main:574] : INFO : Epoch 1654 | loss: 0.0311789 | val_loss: 0.031193 | Time: 2028.18 ms [2022-04-19 02:36:29 main:574] : INFO : Epoch 1655 | loss: 0.0311762 | val_loss: 0.0311905 | Time: 2025.07 ms [2022-04-19 02:36:31 main:574] : INFO : Epoch 1656 | loss: 0.0311767 | val_loss: 0.031194 | Time: 2041.18 ms [2022-04-19 02:36:33 main:574] : INFO : Epoch 1657 | loss: 0.0311802 | val_loss: 0.031198 | Time: 2070.03 ms [2022-04-19 02:36:35 main:574] : INFO : Epoch 1658 | loss: 0.0311828 | val_loss: 0.0311951 | Time: 2072.28 ms [2022-04-19 02:36:37 main:574] : INFO : Epoch 1659 | loss: 0.031179 | val_loss: 0.0311915 | Time: 2094.22 ms [2022-04-19 02:36:39 main:574] : INFO : Epoch 1660 | loss: 0.0311793 | val_loss: 0.031192 | Time: 2079.3 ms [2022-04-19 02:36:41 main:574] : INFO : Epoch 1661 | loss: 0.0311771 | val_loss: 0.0311908 | Time: 2061.76 ms [2022-04-19 02:36:44 main:574] : INFO : Epoch 1662 | loss: 0.0311759 | val_loss: 0.0311914 | Time: 2043.24 ms [2022-04-19 02:36:46 main:574] : INFO : Epoch 1663 | loss: 0.0311757 | val_loss: 0.0311915 | Time: 2080.16 ms [2022-04-19 02:36:48 main:574] : INFO : Epoch 1664 | loss: 0.031175 | val_loss: 0.0311909 | Time: 2025.65 ms [2022-04-19 02:36:50 main:574] : INFO : Epoch 1665 | loss: 0.0311756 | val_loss: 0.0311937 | Time: 2069.98 ms [2022-04-19 02:36:52 main:574] : INFO : Epoch 1666 | loss: 0.0311757 | val_loss: 0.0311908 | Time: 2045.42 ms [2022-04-19 02:36:54 main:574] : INFO : Epoch 1667 | loss: 0.031175 | val_loss: 0.0311891 | Time: 2063.32 ms [2022-04-19 02:36:56 main:574] : INFO : Epoch 1668 | loss: 0.0311758 | val_loss: 0.0311991 | Time: 2062.89 ms [2022-04-19 02:36:58 main:574] : INFO : Epoch 1669 | loss: 0.031177 | val_loss: 0.0311898 | Time: 2078.63 ms [2022-04-19 02:37:00 main:574] : INFO : Epoch 1670 | loss: 0.0311816 | val_loss: 0.0311947 | Time: 2083.18 ms [2022-04-19 02:37:03 main:574] : INFO : Epoch 1671 | loss: 0.0311829 | val_loss: 0.0311966 | Time: 2084.3 ms [2022-04-19 02:37:05 main:574] : INFO : Epoch 1672 | loss: 0.0311828 | val_loss: 0.0311941 | Time: 2084.06 ms [2022-04-19 02:37:07 main:574] : INFO : Epoch 1673 | loss: 0.0311811 | val_loss: 0.0311903 | Time: 1974.75 ms [2022-04-19 02:37:09 main:574] : INFO : Epoch 1674 | loss: 0.031177 | val_loss: 0.0311889 | Time: 2046.64 ms [2022-04-19 02:37:11 main:574] : INFO : Epoch 1675 | loss: 0.0311822 | val_loss: 0.0311989 | Time: 2071.19 ms [2022-04-19 02:37:13 main:574] : INFO : Epoch 1676 | loss: 0.0311915 | val_loss: 0.0311932 | Time: 2033.1 ms [2022-04-19 02:37:16 main:574] : INFO : Epoch 1677 | loss: 0.031183 | val_loss: 0.0311954 | Time: 2073.16 ms [2022-04-19 02:37:18 main:574] : INFO : Epoch 1678 | loss: 0.0311791 | val_loss: 0.0311888 | Time: 2122.48 ms [2022-04-19 02:37:20 main:574] : INFO : Epoch 1679 | loss: 0.031176 | val_loss: 0.0311971 | Time: 2088.35 ms [2022-04-19 02:37:22 main:574] : INFO : Epoch 1680 | loss: 0.0311772 | val_loss: 0.0311903 | Time: 2067.11 ms [2022-04-19 02:37:24 main:574] : INFO : Epoch 1681 | loss: 0.0311749 | val_loss: 0.0311897 | Time: 2067.22 ms [2022-04-19 02:37:26 main:574] : INFO : Epoch 1682 | loss: 0.0311749 | val_loss: 0.0311903 | Time: 2059.04 ms [2022-04-19 02:37:28 main:574] : INFO : Epoch 1683 | loss: 0.0311765 | val_loss: 0.0311975 | Time: 2087.43 ms [2022-04-19 02:37:31 main:574] : INFO : Epoch 1684 | loss: 0.0311782 | val_loss: 0.0311907 | Time: 2085.86 ms [2022-04-19 02:37:33 main:574] : INFO : Epoch 1685 | loss: 0.0311763 | val_loss: 0.0311886 | Time: 2076.36 ms [2022-04-19 02:37:35 main:574] : INFO : Epoch 1686 | loss: 0.0311769 | val_loss: 0.0311903 | Time: 2078.05 ms [2022-04-19 02:37:37 main:574] : INFO : Epoch 1687 | loss: 0.0311776 | val_loss: 0.0311893 | Time: 2071.24 ms [2022-04-19 02:37:39 main:574] : INFO : Epoch 1688 | loss: 0.0311768 | val_loss: 0.0311913 | Time: 2067.68 ms [2022-04-19 02:37:41 main:574] : INFO : Epoch 1689 | loss: 0.0311767 | val_loss: 0.0311883 | Time: 2097.05 ms [2022-04-19 02:37:43 main:574] : INFO : Epoch 1690 | loss: 0.0311779 | val_loss: 0.0311945 | Time: 2096.68 ms [2022-04-19 02:37:45 main:574] : INFO : Epoch 1691 | loss: 0.0311753 | val_loss: 0.0311883 | Time: 2035.15 ms [2022-04-19 02:37:47 main:574] : INFO : Epoch 1692 | loss: 0.0311757 | val_loss: 0.0311943 | Time: 2043.55 ms [2022-04-19 02:37:50 main:574] : INFO : Epoch 1693 | loss: 0.0311793 | val_loss: 0.0311915 | Time: 2049.63 ms [2022-04-19 02:37:52 main:574] : INFO : Epoch 1694 | loss: 0.0311771 | val_loss: 0.0311913 | Time: 2074.5 ms [2022-04-19 02:37:54 main:574] : INFO : Epoch 1695 | loss: 0.0311771 | val_loss: 0.0311948 | Time: 2056.99 ms [2022-04-19 02:37:56 main:574] : INFO : Epoch 1696 | loss: 0.0311784 | val_loss: 0.0311894 | Time: 2032.37 ms [2022-04-19 02:37:58 main:574] : INFO : Epoch 1697 | loss: 0.0311774 | val_loss: 0.0311903 | Time: 2062.59 ms [2022-04-19 02:38:00 main:574] : INFO : Epoch 1698 | loss: 0.0311756 | val_loss: 0.0311921 | Time: 2011.38 ms [2022-04-19 02:38:02 main:574] : INFO : Epoch 1699 | loss: 0.0311775 | val_loss: 0.0311947 | Time: 2048.86 ms [2022-04-19 02:38:04 main:574] : INFO : Epoch 1700 | loss: 0.0311775 | val_loss: 0.0311934 | Time: 2083.97 ms [2022-04-19 02:38:06 main:574] : INFO : Epoch 1701 | loss: 0.0311753 | val_loss: 0.0311911 | Time: 2100.25 ms [2022-04-19 02:38:09 main:574] : INFO : Epoch 1702 | loss: 0.0311761 | val_loss: 0.0311902 | Time: 2080.3 ms [2022-04-19 02:38:11 main:574] : INFO : Epoch 1703 | loss: 0.0311798 | val_loss: 0.0311919 | Time: 2078.89 ms [2022-04-19 02:38:13 main:574] : INFO : Epoch 1704 | loss: 0.0311905 | val_loss: 0.0311975 | Time: 2069.54 ms [2022-04-19 02:38:15 main:574] : INFO : Epoch 1705 | loss: 0.031197 | val_loss: 0.0311994 | Time: 2058.67 ms [2022-04-19 02:38:17 main:574] : INFO : Epoch 1706 | loss: 0.031195 | val_loss: 0.0311963 | Time: 2065.86 ms [2022-04-19 02:38:19 main:574] : INFO : Epoch 1707 | loss: 0.0311941 | val_loss: 0.0311952 | Time: 2096.46 ms [2022-04-19 02:38:21 main:574] : INFO : Epoch 1708 | loss: 0.0311919 | val_loss: 0.0311945 | Time: 2080.05 ms [2022-04-19 02:38:23 main:574] : INFO : Epoch 1709 | loss: 0.031192 | val_loss: 0.0311987 | Time: 2067.53 ms [2022-04-19 02:38:26 main:574] : INFO : Epoch 1710 | loss: 0.0311915 | val_loss: 0.0311964 | Time: 2035.33 ms [2022-04-19 02:38:28 main:574] : INFO : Epoch 1711 | loss: 0.0311894 | val_loss: 0.0311948 | Time: 2086.49 ms [2022-04-19 02:38:30 main:574] : INFO : Epoch 1712 | loss: 0.0311906 | val_loss: 0.0311941 | Time: 2055.51 ms [2022-04-19 02:38:32 main:574] : INFO : Epoch 1713 | loss: 0.0311873 | val_loss: 0.0311936 | Time: 2097.13 ms [2022-04-19 02:38:34 main:574] : INFO : Epoch 1714 | loss: 0.0311884 | val_loss: 0.0311948 | Time: 2085.09 ms [2022-04-19 02:38:36 main:574] : INFO : Epoch 1715 | loss: 0.0311881 | val_loss: 0.0311927 | Time: 2055.5 ms [2022-04-19 02:38:38 main:574] : INFO : Epoch 1716 | loss: 0.0311878 | val_loss: 0.0311941 | Time: 2091.5 ms [2022-04-19 02:38:40 main:574] : INFO : Epoch 1717 | loss: 0.0311881 | val_loss: 0.0311923 | Time: 2022.09 ms [2022-04-19 02:38:43 main:574] : INFO : Epoch 1718 | loss: 0.0311856 | val_loss: 0.0311933 | Time: 2047.45 ms [2022-04-19 02:38:45 main:574] : INFO : Epoch 1719 | loss: 0.0311869 | val_loss: 0.0312007 | Time: 2027.36 ms [2022-04-19 02:38:47 main:574] : INFO : Epoch 1720 | loss: 0.0311905 | val_loss: 0.0311932 | Time: 2048.26 ms [2022-04-19 02:38:49 main:574] : INFO : Epoch 1721 | loss: 0.0311895 | val_loss: 0.031202 | Time: 2081.05 ms [2022-04-19 02:38:51 main:574] : INFO : Epoch 1722 | loss: 0.0311894 | val_loss: 0.0311959 | Time: 2108.85 ms [2022-04-19 02:38:53 main:574] : INFO : Epoch 1723 | loss: 0.0311889 | val_loss: 0.031194 | Time: 2091.64 ms [2022-04-19 02:38:55 main:574] : INFO : Epoch 1724 | loss: 0.0311854 | val_loss: 0.0311922 | Time: 2088.37 ms [2022-04-19 02:38:57 main:574] : INFO : Epoch 1725 | loss: 0.0311863 | val_loss: 0.0311999 | Time: 2065.31 ms [2022-04-19 02:39:00 main:574] : INFO : Epoch 1726 | loss: 0.0311901 | val_loss: 0.031195 | Time: 2100.12 ms [2022-04-19 02:39:02 main:574] : INFO : Epoch 1727 | loss: 0.0311885 | val_loss: 0.0311938 | Time: 2095.98 ms [2022-04-19 02:39:04 main:574] : INFO : Epoch 1728 | loss: 0.031187 | val_loss: 0.0311921 | Time: 2099.07 ms [2022-04-19 02:39:06 main:574] : INFO : Epoch 1729 | loss: 0.0311878 | val_loss: 0.0311926 | Time: 2007.41 ms [2022-04-19 02:39:08 main:574] : INFO : Epoch 1730 | loss: 0.031183 | val_loss: 0.0311911 | Time: 2057.29 ms [2022-04-19 02:39:10 main:574] : INFO : Epoch 1731 | loss: 0.0311828 | val_loss: 0.0311898 | Time: 2080.23 ms [2022-04-19 02:39:12 main:574] : INFO : Epoch 1732 | loss: 0.0311839 | val_loss: 0.0311911 | Time: 2073.02 ms [2022-04-19 02:39:15 main:574] : INFO : Epoch 1733 | loss: 0.0311818 | val_loss: 0.0312003 | Time: 2118.68 ms [2022-04-19 02:39:17 main:574] : INFO : Epoch 1734 | loss: 0.0311813 | val_loss: 0.0311959 | Time: 2034.57 ms [2022-04-19 02:39:19 main:574] : INFO : Epoch 1735 | loss: 0.0311809 | val_loss: 0.0311908 | Time: 2050.55 ms [2022-04-19 02:39:21 main:574] : INFO : Epoch 1736 | loss: 0.0311811 | val_loss: 0.0311908 | Time: 2087.72 ms [2022-04-19 02:39:23 main:574] : INFO : Epoch 1737 | loss: 0.0311815 | val_loss: 0.0311928 | Time: 2062.43 ms [2022-04-19 02:39:25 main:574] : INFO : Epoch 1738 | loss: 0.0311822 | val_loss: 0.0311905 | Time: 2090.89 ms [2022-04-19 02:39:27 main:574] : INFO : Epoch 1739 | loss: 0.0311821 | val_loss: 0.0311888 | Time: 2010.4 ms [2022-04-19 02:39:29 main:574] : INFO : Epoch 1740 | loss: 0.0311815 | val_loss: 0.0311892 | Time: 2072.19 ms [2022-04-19 02:39:32 main:574] : INFO : Epoch 1741 | loss: 0.0311816 | val_loss: 0.0311917 | Time: 2066.15 ms [2022-04-19 02:39:34 main:574] : INFO : Epoch 1742 | loss: 0.031182 | val_loss: 0.0311891 | Time: 2054.32 ms [2022-04-19 02:39:36 main:574] : INFO : Epoch 1743 | loss: 0.0311823 | val_loss: 0.0312002 | Time: 2116.59 ms [2022-04-19 02:39:38 main:574] : INFO : Epoch 1744 | loss: 0.0311827 | val_loss: 0.0311915 | Time: 2105.38 ms [2022-04-19 02:39:40 main:574] : INFO : Epoch 1745 | loss: 0.0311808 | val_loss: 0.0311912 | Time: 2070.01 ms [2022-04-19 02:39:43 main:574] : INFO : Epoch 1746 | loss: 0.0311809 | val_loss: 0.0311923 | Time: 2072.4 ms [2022-04-19 02:39:45 main:574] : INFO : Epoch 1747 | loss: 0.0311807 | val_loss: 0.0311944 | Time: 2044.22 ms [2022-04-19 02:39:47 main:574] : INFO : Epoch 1748 | loss: 0.0311837 | val_loss: 0.0311977 | Time: 2070.11 ms [2022-04-19 02:39:49 main:574] : INFO : Epoch 1749 | loss: 0.0311868 | val_loss: 0.0311911 | Time: 2112.11 ms [2022-04-19 02:39:51 main:574] : INFO : Epoch 1750 | loss: 0.0311818 | val_loss: 0.0311924 | Time: 2161.91 ms [2022-04-19 02:39:54 main:574] : INFO : Epoch 1751 | loss: 0.0311809 | val_loss: 0.0311967 | Time: 2110.85 ms [2022-04-19 02:39:56 main:574] : INFO : Epoch 1752 | loss: 0.0311809 | val_loss: 0.0311915 | Time: 2058.21 ms [2022-04-19 02:39:58 main:574] : INFO : Epoch 1753 | loss: 0.0311815 | val_loss: 0.0311924 | Time: 2005.11 ms [2022-04-19 02:40:00 main:574] : INFO : Epoch 1754 | loss: 0.0311835 | val_loss: 0.0311909 | Time: 2097.29 ms [2022-04-19 02:40:02 main:574] : INFO : Epoch 1755 | loss: 0.0311871 | val_loss: 0.0311946 | Time: 2096.14 ms [2022-04-19 02:40:04 main:574] : INFO : Epoch 1756 | loss: 0.0311865 | val_loss: 0.031193 | Time: 2102.55 ms [2022-04-19 02:40:06 main:574] : INFO : Epoch 1757 | loss: 0.031186 | val_loss: 0.0311934 | Time: 2068.03 ms [2022-04-19 02:40:08 main:574] : INFO : Epoch 1758 | loss: 0.0311847 | val_loss: 0.0311952 | Time: 2072.05 ms [2022-04-19 02:40:11 main:574] : INFO : Epoch 1759 | loss: 0.0311942 | val_loss: 0.0312005 | Time: 2072.48 ms [2022-04-19 02:40:13 main:574] : INFO : Epoch 1760 | loss: 0.0311958 | val_loss: 0.0311991 | Time: 2123.37 ms [2022-04-19 02:40:15 main:574] : INFO : Epoch 1761 | loss: 0.0311933 | val_loss: 0.0311984 | Time: 2132.48 ms [2022-04-19 02:40:17 main:574] : INFO : Epoch 1762 | loss: 0.0311903 | val_loss: 0.0311969 | Time: 2068.09 ms [2022-04-19 02:40:19 main:574] : INFO : Epoch 1763 | loss: 0.0311894 | val_loss: 0.0311951 | Time: 2063.98 ms [2022-04-19 02:40:22 main:574] : INFO : Epoch 1764 | loss: 0.0311889 | val_loss: 0.0311955 | Time: 2087.97 ms [2022-04-19 02:40:24 main:574] : INFO : Epoch 1765 | loss: 0.0311929 | val_loss: 0.0312191 | Time: 2041.51 ms [2022-04-19 02:40:26 main:574] : INFO : Epoch 1766 | loss: 0.0312012 | val_loss: 0.0312066 | Time: 2041.24 ms [2022-04-19 02:40:28 main:574] : INFO : Epoch 1767 | loss: 0.0311916 | val_loss: 0.0311982 | Time: 2077.46 ms [2022-04-19 02:40:30 main:574] : INFO : Epoch 1768 | loss: 0.0311897 | val_loss: 0.0311934 | Time: 2070.02 ms [2022-04-19 02:40:32 main:574] : INFO : Epoch 1769 | loss: 0.0311885 | val_loss: 0.0311952 | Time: 2078.09 ms [2022-04-19 02:40:35 main:574] : INFO : Epoch 1770 | loss: 0.031194 | val_loss: 0.0312009 | Time: 2066.95 ms [2022-04-19 02:40:37 main:574] : INFO : Epoch 1771 | loss: 0.0311933 | val_loss: 0.0311979 | Time: 2085.61 ms [2022-04-19 02:40:39 main:574] : INFO : Epoch 1772 | loss: 0.0311912 | val_loss: 0.0311953 | Time: 2150.78 ms [2022-04-19 02:40:41 main:574] : INFO : Epoch 1773 | loss: 0.0311927 | val_loss: 0.0312058 | Time: 2163.51 ms [2022-04-19 02:40:43 main:574] : INFO : Epoch 1774 | loss: 0.031192 | val_loss: 0.0311953 | Time: 2053.89 ms [2022-04-19 02:40:45 main:574] : INFO : Epoch 1775 | loss: 0.031192 | val_loss: 0.0312002 | Time: 2044.94 ms [2022-04-19 02:40:48 main:574] : INFO : Epoch 1776 | loss: 0.0311889 | val_loss: 0.0311939 | Time: 2133.19 ms [2022-04-19 02:40:50 main:574] : INFO : Epoch 1777 | loss: 0.031189 | val_loss: 0.0311942 | Time: 2162.85 ms [2022-04-19 02:40:52 main:574] : INFO : Epoch 1778 | loss: 0.0311884 | val_loss: 0.0312008 | Time: 2100.15 ms [2022-04-19 02:40:54 main:574] : INFO : Epoch 1779 | loss: 0.03119 | val_loss: 0.031204 | Time: 2119.86 ms [2022-04-19 02:40:56 main:574] : INFO : Epoch 1780 | loss: 0.031192 | val_loss: 0.0311986 | Time: 2198.49 ms [2022-04-19 02:40:59 main:574] : INFO : Epoch 1781 | loss: 0.0311853 | val_loss: 0.0311929 | Time: 2131.59 ms [2022-04-19 02:41:01 main:574] : INFO : Epoch 1782 | loss: 0.0311854 | val_loss: 0.0311918 | Time: 2092.78 ms [2022-04-19 02:41:03 main:574] : INFO : Epoch 1783 | loss: 0.0311855 | val_loss: 0.031194 | Time: 2085.98 ms [2022-04-19 02:41:05 main:574] : INFO : Epoch 1784 | loss: 0.0311861 | val_loss: 0.0311951 | Time: 2114.87 ms [2022-04-19 02:41:07 main:574] : INFO : Epoch 1785 | loss: 0.031186 | val_loss: 0.031192 | Time: 2146.89 ms [2022-04-19 02:41:10 main:574] : INFO : Epoch 1786 | loss: 0.0311844 | val_loss: 0.0311932 | Time: 2092.46 ms [2022-04-19 02:41:12 main:574] : INFO : Epoch 1787 | loss: 0.0311837 | val_loss: 0.031192 | Time: 2125.77 ms [2022-04-19 02:41:14 main:574] : INFO : Epoch 1788 | loss: 0.0311833 | val_loss: 0.0311921 | Time: 2060.74 ms [2022-04-19 02:41:16 main:574] : INFO : Epoch 1789 | loss: 0.0311864 | val_loss: 0.0311947 | Time: 2073.15 ms [2022-04-19 02:41:18 main:574] : INFO : Epoch 1790 | loss: 0.0311874 | val_loss: 0.0311961 | Time: 2111.86 ms [2022-04-19 02:41:21 main:574] : INFO : Epoch 1791 | loss: 0.0311879 | val_loss: 0.0311916 | Time: 2191.12 ms [2022-04-19 02:41:23 main:574] : INFO : Epoch 1792 | loss: 0.0311857 | val_loss: 0.0311932 | Time: 2048.93 ms [2022-04-19 02:41:25 main:574] : INFO : Epoch 1793 | loss: 0.0311853 | val_loss: 0.0311912 | Time: 2092.57 ms [2022-04-19 02:41:27 main:574] : INFO : Epoch 1794 | loss: 0.0311843 | val_loss: 0.0311919 | Time: 2137.8 ms [2022-04-19 02:41:29 main:574] : INFO : Epoch 1795 | loss: 0.0311823 | val_loss: 0.0311911 | Time: 2079.49 ms [2022-04-19 02:41:31 main:574] : INFO : Epoch 1796 | loss: 0.0311831 | val_loss: 0.0311928 | Time: 2086.58 ms [2022-04-19 02:41:34 main:574] : INFO : Epoch 1797 | loss: 0.0311822 | val_loss: 0.0311929 | Time: 2079.66 ms [2022-04-19 02:41:36 main:574] : INFO : Epoch 1798 | loss: 0.0311825 | val_loss: 0.031191 | Time: 2155.9 ms [2022-04-19 02:41:38 main:574] : INFO : Epoch 1799 | loss: 0.0311827 | val_loss: 0.031192 | Time: 2149.91 ms [2022-04-19 02:41:40 main:574] : INFO : Epoch 1800 | loss: 0.0311819 | val_loss: 0.0311922 | Time: 2094.62 ms [2022-04-19 02:41:42 main:574] : INFO : Epoch 1801 | loss: 0.031181 | val_loss: 0.0311898 | Time: 1986.53 ms [2022-04-19 02:41:44 main:574] : INFO : Epoch 1802 | loss: 0.0311817 | val_loss: 0.0311896 | Time: 2186.07 ms [2022-04-19 02:41:47 main:574] : INFO : Epoch 1803 | loss: 0.0311825 | val_loss: 0.0311965 | Time: 2157.05 ms [2022-04-19 02:41:49 main:574] : INFO : Epoch 1804 | loss: 0.0311824 | val_loss: 0.0311909 | Time: 2059.05 ms [2022-04-19 02:41:51 main:574] : INFO : Epoch 1805 | loss: 0.0311805 | val_loss: 0.0311905 | Time: 2031.64 ms [2022-04-19 02:41:53 main:574] : INFO : Epoch 1806 | loss: 0.0311808 | val_loss: 0.0311907 | Time: 2222.95 ms [2022-04-19 02:41:56 main:574] : INFO : Epoch 1807 | loss: 0.0311807 | val_loss: 0.0311938 | Time: 2155.17 ms [2022-04-19 02:41:58 main:574] : INFO : Epoch 1808 | loss: 0.0311808 | val_loss: 0.0311928 | Time: 2057.82 ms [2022-04-19 02:42:00 main:574] : INFO : Epoch 1809 | loss: 0.0311802 | val_loss: 0.0311951 | Time: 2069.2 ms [2022-04-19 02:42:02 main:574] : INFO : Epoch 1810 | loss: 0.0311817 | val_loss: 0.0311915 | Time: 2160.41 ms [2022-04-19 02:42:04 main:574] : INFO : Epoch 1811 | loss: 0.0311796 | val_loss: 0.0311903 | Time: 2122.09 ms [2022-04-19 02:42:07 main:574] : INFO : Epoch 1812 | loss: 0.0311789 | val_loss: 0.0311904 | Time: 2106.1 ms [2022-04-19 02:42:09 main:574] : INFO : Epoch 1813 | loss: 0.0311801 | val_loss: 0.031193 | Time: 2112.92 ms [2022-04-19 02:42:11 main:574] : INFO : Epoch 1814 | loss: 0.0311864 | val_loss: 0.0311979 | Time: 2131.37 ms [2022-04-19 02:42:13 main:574] : INFO : Epoch 1815 | loss: 0.0311854 | val_loss: 0.031197 | Time: 2085.79 ms [2022-04-19 02:42:15 main:574] : INFO : Epoch 1816 | loss: 0.0311821 | val_loss: 0.0311959 | Time: 2056.67 ms [2022-04-19 02:42:17 main:574] : INFO : Epoch 1817 | loss: 0.0311813 | val_loss: 0.0311906 | Time: 2081.38 ms [2022-04-19 02:42:19 main:574] : INFO : Epoch 1818 | loss: 0.0311807 | val_loss: 0.0311916 | Time: 2128.85 ms [2022-04-19 02:42:22 main:574] : INFO : Epoch 1819 | loss: 0.0311823 | val_loss: 0.0311943 | Time: 2067.22 ms [2022-04-19 02:42:24 main:574] : INFO : Epoch 1820 | loss: 0.0311826 | val_loss: 0.0311957 | Time: 2064.89 ms [2022-04-19 02:42:26 main:574] : INFO : Epoch 1821 | loss: 0.0311816 | val_loss: 0.0311931 | Time: 2111.56 ms [2022-04-19 02:42:28 main:574] : INFO : Epoch 1822 | loss: 0.0311801 | val_loss: 0.0311928 | Time: 2157.69 ms [2022-04-19 02:42:30 main:574] : INFO : Epoch 1823 | loss: 0.0311796 | val_loss: 0.0311922 | Time: 2030.75 ms [2022-04-19 02:42:33 main:574] : INFO : Epoch 1824 | loss: 0.031182 | val_loss: 0.0311997 | Time: 2079.95 ms [2022-04-19 02:42:35 main:574] : INFO : Epoch 1825 | loss: 0.0311824 | val_loss: 0.0311903 | Time: 2177.43 ms [2022-04-19 02:42:37 main:574] : INFO : Epoch 1826 | loss: 0.0311833 | val_loss: 0.0311927 | Time: 2161.47 ms [2022-04-19 02:42:39 main:574] : INFO : Epoch 1827 | loss: 0.0311816 | val_loss: 0.0311905 | Time: 2093.87 ms [2022-04-19 02:42:42 main:574] : INFO : Epoch 1828 | loss: 0.0311799 | val_loss: 0.0311923 | Time: 2039.53 ms [2022-04-19 02:42:44 main:574] : INFO : Epoch 1829 | loss: 0.0311784 | val_loss: 0.0311917 | Time: 2098.93 ms [2022-04-19 02:42:46 main:574] : INFO : Epoch 1830 | loss: 0.0311782 | val_loss: 0.031191 | Time: 2214.36 ms [2022-04-19 02:42:48 main:574] : INFO : Epoch 1831 | loss: 0.0311788 | val_loss: 0.0311905 | Time: 2206.52 ms [2022-04-19 02:42:50 main:574] : INFO : Epoch 1832 | loss: 0.0311794 | val_loss: 0.0311914 | Time: 2050.81 ms [2022-04-19 02:42:53 main:574] : INFO : Epoch 1833 | loss: 0.0311817 | val_loss: 0.0311967 | Time: 2105.17 ms [2022-04-19 02:42:55 main:574] : INFO : Epoch 1834 | loss: 0.0311844 | val_loss: 0.0311932 | Time: 2112.12 ms [2022-04-19 02:42:57 main:574] : INFO : Epoch 1835 | loss: 0.0311818 | val_loss: 0.0311912 | Time: 2062.99 ms [2022-04-19 02:42:59 main:574] : INFO : Epoch 1836 | loss: 0.0311806 | val_loss: 0.0311915 | Time: 2098.36 ms [2022-04-19 02:43:01 main:574] : INFO : Epoch 1837 | loss: 0.031182 | val_loss: 0.0311913 | Time: 2108.14 ms [2022-04-19 02:43:03 main:574] : INFO : Epoch 1838 | loss: 0.0311845 | val_loss: 0.0311952 | Time: 1985.29 ms [2022-04-19 02:43:06 main:574] : INFO : Epoch 1839 | loss: 0.0311813 | val_loss: 0.0311909 | Time: 2120.52 ms [2022-04-19 02:43:08 main:574] : INFO : Epoch 1840 | loss: 0.0311796 | val_loss: 0.0311991 | Time: 2042.36 ms [2022-04-19 02:43:10 main:574] : INFO : Epoch 1841 | loss: 0.0311836 | val_loss: 0.0311918 | Time: 2105.83 ms [2022-04-19 02:43:12 main:574] : INFO : Epoch 1842 | loss: 0.0311837 | val_loss: 0.03119 | Time: 2082.11 ms [2022-04-19 02:43:14 main:574] : INFO : Epoch 1843 | loss: 0.0311829 | val_loss: 0.0311914 | Time: 2144.06 ms [2022-04-19 02:43:16 main:574] : INFO : Epoch 1844 | loss: 0.0311835 | val_loss: 0.0311907 | Time: 2092.17 ms [2022-04-19 02:43:19 main:574] : INFO : Epoch 1845 | loss: 0.0311831 | val_loss: 0.0311896 | Time: 2101.72 ms [2022-04-19 02:43:21 main:574] : INFO : Epoch 1846 | loss: 0.0311845 | val_loss: 0.0311916 | Time: 2140.79 ms [2022-04-19 02:43:23 main:574] : INFO : Epoch 1847 | loss: 0.0311907 | val_loss: 0.0312092 | Time: 2159.41 ms [2022-04-19 02:43:25 main:574] : INFO : Epoch 1848 | loss: 0.0311934 | val_loss: 0.0311988 | Time: 2107.03 ms [2022-04-19 02:43:27 main:574] : INFO : Epoch 1849 | loss: 0.0311866 | val_loss: 0.0311914 | Time: 2018.26 ms [2022-04-19 02:43:30 main:574] : INFO : Epoch 1850 | loss: 0.0311819 | val_loss: 0.0311888 | Time: 2114.24 ms [2022-04-19 02:43:32 main:574] : INFO : Epoch 1851 | loss: 0.0311822 | val_loss: 0.0311895 | Time: 2062.69 ms [2022-04-19 02:43:34 main:574] : INFO : Epoch 1852 | loss: 0.0311811 | val_loss: 0.0311896 | Time: 2054.32 ms [2022-04-19 02:43:36 main:574] : INFO : Epoch 1853 | loss: 0.031182 | val_loss: 0.0311887 | Time: 2056.9 ms [2022-04-19 02:43:38 main:574] : INFO : Epoch 1854 | loss: 0.0311867 | val_loss: 0.0311907 | Time: 2041.32 ms [2022-04-19 02:43:40 main:574] : INFO : Epoch 1855 | loss: 0.0311868 | val_loss: 0.0311875 | Time: 2094.47 ms [2022-04-19 02:43:43 main:574] : INFO : Epoch 1856 | loss: 0.031188 | val_loss: 0.0311878 | Time: 2188.83 ms [2022-04-19 02:43:45 main:574] : INFO : Epoch 1857 | loss: 0.0311843 | val_loss: 0.0311884 | Time: 2089.02 ms [2022-04-19 02:43:47 main:574] : INFO : Epoch 1858 | loss: 0.0311842 | val_loss: 0.0311881 | Time: 2084.61 ms [2022-04-19 02:43:49 main:574] : INFO : Epoch 1859 | loss: 0.0311837 | val_loss: 0.0311868 | Time: 2068.06 ms [2022-04-19 02:43:51 main:574] : INFO : Epoch 1860 | loss: 0.0311853 | val_loss: 0.0311956 | Time: 2086.86 ms [2022-04-19 02:43:54 main:574] : INFO : Epoch 1861 | loss: 0.0311888 | val_loss: 0.0311937 | Time: 2105.94 ms [2022-04-19 02:43:56 main:574] : INFO : Epoch 1862 | loss: 0.0311877 | val_loss: 0.0311919 | Time: 2151.62 ms [2022-04-19 02:43:58 main:574] : INFO : Epoch 1863 | loss: 0.0311864 | val_loss: 0.0311886 | Time: 2059.01 ms [2022-04-19 02:44:00 main:574] : INFO : Epoch 1864 | loss: 0.0311853 | val_loss: 0.0311895 | Time: 2086.92 ms [2022-04-19 02:44:02 main:574] : INFO : Epoch 1865 | loss: 0.0311839 | val_loss: 0.0311894 | Time: 2054.54 ms [2022-04-19 02:44:05 main:574] : INFO : Epoch 1866 | loss: 0.0311987 | val_loss: 0.0312146 | Time: 2065.43 ms [2022-04-19 02:44:07 main:574] : INFO : Epoch 1867 | loss: 0.0312149 | val_loss: 0.0312197 | Time: 2058.94 ms [2022-04-19 02:44:09 main:574] : INFO : Epoch 1868 | loss: 0.0312125 | val_loss: 0.0312125 | Time: 2073.69 ms [2022-04-19 02:44:11 main:574] : INFO : Epoch 1869 | loss: 0.0312097 | val_loss: 0.031211 | Time: 2062.86 ms [2022-04-19 02:44:13 main:574] : INFO : Epoch 1870 | loss: 0.0312081 | val_loss: 0.0312111 | Time: 2064.9 ms [2022-04-19 02:44:15 main:574] : INFO : Epoch 1871 | loss: 0.031208 | val_loss: 0.0312102 | Time: 2047.34 ms [2022-04-19 02:44:17 main:574] : INFO : Epoch 1872 | loss: 0.0312064 | val_loss: 0.0312097 | Time: 2105.83 ms [2022-04-19 02:44:19 main:574] : INFO : Epoch 1873 | loss: 0.0312051 | val_loss: 0.0312077 | Time: 2055.62 ms [2022-04-19 02:44:22 main:574] : INFO : Epoch 1874 | loss: 0.031203 | val_loss: 0.0312038 | Time: 2032.3 ms [2022-04-19 02:44:24 main:574] : INFO : Epoch 1875 | loss: 0.0312007 | val_loss: 0.0312009 | Time: 2003.03 ms [2022-04-19 02:44:26 main:574] : INFO : Epoch 1876 | loss: 0.0312002 | val_loss: 0.0312036 | Time: 2072.9 ms [2022-04-19 02:44:28 main:574] : INFO : Epoch 1877 | loss: 0.0312002 | val_loss: 0.0312018 | Time: 2050.48 ms [2022-04-19 02:44:30 main:574] : INFO : Epoch 1878 | loss: 0.0311989 | val_loss: 0.0312007 | Time: 2062.22 ms [2022-04-19 02:44:32 main:574] : INFO : Epoch 1879 | loss: 0.0311972 | val_loss: 0.0312001 | Time: 2068.29 ms [2022-04-19 02:44:34 main:574] : INFO : Epoch 1880 | loss: 0.0311988 | val_loss: 0.031201 | Time: 2063.31 ms [2022-04-19 02:44:36 main:574] : INFO : Epoch 1881 | loss: 0.0311969 | val_loss: 0.0312007 | Time: 2072.97 ms [2022-04-19 02:44:39 main:574] : INFO : Epoch 1882 | loss: 0.0311963 | val_loss: 0.0312024 | Time: 2069.98 ms [2022-04-19 02:44:41 main:574] : INFO : Epoch 1883 | loss: 0.0311956 | val_loss: 0.0312033 | Time: 2049.59 ms [2022-04-19 02:44:43 main:574] : INFO : Epoch 1884 | loss: 0.0311976 | val_loss: 0.0311999 | Time: 2020.95 ms [2022-04-19 02:44:45 main:574] : INFO : Epoch 1885 | loss: 0.0311967 | val_loss: 0.0312041 | Time: 2072.37 ms [2022-04-19 02:44:47 main:574] : INFO : Epoch 1886 | loss: 0.0311972 | val_loss: 0.0312015 | Time: 2091.36 ms [2022-04-19 02:44:49 main:574] : INFO : Epoch 1887 | loss: 0.0311955 | val_loss: 0.0312006 | Time: 2057.13 ms [2022-04-19 02:44:51 main:574] : INFO : Epoch 1888 | loss: 0.031195 | val_loss: 0.0311999 | Time: 2082.85 ms [2022-04-19 02:44:53 main:574] : INFO : Epoch 1889 | loss: 0.0311942 | val_loss: 0.0311993 | Time: 2031.24 ms [2022-04-19 02:44:55 main:574] : INFO : Epoch 1890 | loss: 0.0311953 | val_loss: 0.0312027 | Time: 2039.33 ms [2022-04-19 02:44:57 main:574] : INFO : Epoch 1891 | loss: 0.0311936 | val_loss: 0.0312002 | Time: 2060.91 ms [2022-04-19 02:45:00 main:574] : INFO : Epoch 1892 | loss: 0.0311947 | val_loss: 0.031202 | Time: 2064.67 ms [2022-04-19 02:45:02 main:574] : INFO : Epoch 1893 | loss: 0.0311938 | val_loss: 0.0312001 | Time: 2105.25 ms [2022-04-19 02:45:04 main:574] : INFO : Epoch 1894 | loss: 0.0311943 | val_loss: 0.0312002 | Time: 2063.75 ms [2022-04-19 02:45:06 main:574] : INFO : Epoch 1895 | loss: 0.0311994 | val_loss: 0.0312023 | Time: 2037.63 ms [2022-04-19 02:45:08 main:574] : INFO : Epoch 1896 | loss: 0.031198 | val_loss: 0.0312006 | Time: 2061.22 ms [2022-04-19 02:45:10 main:574] : INFO : Epoch 1897 | loss: 0.0311942 | val_loss: 0.0312007 | Time: 2051.73 ms [2022-04-19 02:45:12 main:574] : INFO : Epoch 1898 | loss: 0.0311921 | val_loss: 0.0312006 | Time: 2078.92 ms [2022-04-19 02:45:14 main:574] : INFO : Epoch 1899 | loss: 0.0311921 | val_loss: 0.0312025 | Time: 2058.23 ms [2022-04-19 02:45:17 main:574] : INFO : Epoch 1900 | loss: 0.0311933 | val_loss: 0.0312036 | Time: 2060.07 ms [2022-04-19 02:45:19 main:574] : INFO : Epoch 1901 | loss: 0.0311952 | val_loss: 0.0312009 | Time: 2070.82 ms [2022-04-19 02:45:21 main:574] : INFO : Epoch 1902 | loss: 0.0311936 | val_loss: 0.0312008 | Time: 2102.67 ms [2022-04-19 02:45:23 main:574] : INFO : Epoch 1903 | loss: 0.0311918 | val_loss: 0.0312014 | Time: 2113.76 ms [2022-04-19 02:45:25 main:574] : INFO : Epoch 1904 | loss: 0.031194 | val_loss: 0.0312041 | Time: 2059.7 ms [2022-04-19 02:45:27 main:574] : INFO : Epoch 1905 | loss: 0.0311915 | val_loss: 0.0312003 | Time: 2046.72 ms [2022-04-19 02:45:29 main:574] : INFO : Epoch 1906 | loss: 0.0311929 | val_loss: 0.0312051 | Time: 2081.87 ms [2022-04-19 02:45:32 main:574] : INFO : Epoch 1907 | loss: 0.0311945 | val_loss: 0.0312027 | Time: 2058.05 ms [2022-04-19 02:45:34 main:574] : INFO : Epoch 1908 | loss: 0.0311913 | val_loss: 0.0312008 | Time: 2075.98 ms [2022-04-19 02:45:36 main:574] : INFO : Epoch 1909 | loss: 0.0311914 | val_loss: 0.0312019 | Time: 2109.11 ms [2022-04-19 02:45:38 main:574] : INFO : Epoch 1910 | loss: 0.0311914 | val_loss: 0.0311996 | Time: 2103.94 ms [2022-04-19 02:45:40 main:574] : INFO : Epoch 1911 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 2085.99 ms [2022-04-19 02:45:42 main:574] : INFO : Epoch 1912 | loss: 0.0311909 | val_loss: 0.031201 | Time: 2080.85 ms [2022-04-19 02:45:44 main:574] : INFO : Epoch 1913 | loss: 0.0311913 | val_loss: 0.0312007 | Time: 2090.45 ms [2022-04-19 02:45:46 main:574] : INFO : Epoch 1914 | loss: 0.0311907 | val_loss: 0.0311985 | Time: 2095.57 ms [2022-04-19 02:45:49 main:574] : INFO : Epoch 1915 | loss: 0.0311922 | val_loss: 0.0312005 | Time: 2026.79 ms [2022-04-19 02:45:51 main:574] : INFO : Epoch 1916 | loss: 0.0311903 | val_loss: 0.0312039 | Time: 2069.9 ms [2022-04-19 02:45:53 main:574] : INFO : Epoch 1917 | loss: 0.0311902 | val_loss: 0.0311994 | Time: 2103.72 ms [2022-04-19 02:45:55 main:574] : INFO : Epoch 1918 | loss: 0.031192 | val_loss: 0.0312006 | Time: 2105.82 ms [2022-04-19 02:45:57 main:574] : INFO : Epoch 1919 | loss: 0.0311909 | val_loss: 0.0312041 | Time: 2038.6 ms [2022-04-19 02:45:59 main:574] : INFO : Epoch 1920 | loss: 0.0311949 | val_loss: 0.031202 | Time: 2059.35 ms [2022-04-19 02:46:01 main:574] : INFO : Epoch 1921 | loss: 0.0311998 | val_loss: 0.0312087 | Time: 2055.21 ms [2022-04-19 02:46:03 main:574] : INFO : Epoch 1922 | loss: 0.0311962 | val_loss: 0.031202 | Time: 2081.3 ms [2022-04-19 02:46:06 main:574] : INFO : Epoch 1923 | loss: 0.0311937 | val_loss: 0.0312054 | Time: 2044.72 ms [2022-04-19 02:46:08 main:574] : INFO : Epoch 1924 | loss: 0.0311911 | val_loss: 0.0312011 | Time: 2065.02 ms [2022-04-19 02:46:10 main:574] : INFO : Epoch 1925 | loss: 0.0311906 | val_loss: 0.0311995 | Time: 2061.2 ms [2022-04-19 02:46:12 main:574] : INFO : Epoch 1926 | loss: 0.0311895 | val_loss: 0.0312011 | Time: 2053.71 ms [2022-04-19 02:46:14 main:574] : INFO : Epoch 1927 | loss: 0.0311893 | val_loss: 0.0312019 | Time: 2070.58 ms [2022-04-19 02:46:16 main:574] : INFO : Epoch 1928 | loss: 0.0311903 | val_loss: 0.031202 | Time: 2080.4 ms [2022-04-19 02:46:19 main:574] : INFO : Epoch 1929 | loss: 0.0311936 | val_loss: 0.0312074 | Time: 2056.55 ms [2022-04-19 02:46:21 main:574] : INFO : Epoch 1930 | loss: 0.0311974 | val_loss: 0.0312015 | Time: 2090.28 ms [2022-04-19 02:46:23 main:574] : INFO : Epoch 1931 | loss: 0.031193 | val_loss: 0.031205 | Time: 2068.32 ms [2022-04-19 02:46:25 main:574] : INFO : Epoch 1932 | loss: 0.0311921 | val_loss: 0.0312016 | Time: 2047.56 ms [2022-04-19 02:46:27 main:574] : INFO : Epoch 1933 | loss: 0.0311907 | val_loss: 0.0311998 | Time: 2070.55 ms [2022-04-19 02:46:29 main:574] : INFO : Epoch 1934 | loss: 0.0311925 | val_loss: 0.0312007 | Time: 2084.72 ms [2022-04-19 02:46:32 main:574] : INFO : Epoch 1935 | loss: 0.0311898 | val_loss: 0.0311985 | Time: 2075.63 ms [2022-04-19 02:46:34 main:574] : INFO : Epoch 1936 | loss: 0.0311894 | val_loss: 0.0312019 | Time: 2082.85 ms [2022-04-19 02:46:36 main:574] : INFO : Epoch 1937 | loss: 0.0311901 | val_loss: 0.0311992 | Time: 2096.93 ms [2022-04-19 02:46:38 main:574] : INFO : Epoch 1938 | loss: 0.0311911 | val_loss: 0.0312008 | Time: 2089.53 ms [2022-04-19 02:46:40 main:574] : INFO : Epoch 1939 | loss: 0.0311921 | val_loss: 0.0311973 | Time: 2069.93 ms [2022-04-19 02:46:42 main:574] : INFO : Epoch 1940 | loss: 0.0311908 | val_loss: 0.0311986 | Time: 2057.56 ms [2022-04-19 02:46:44 main:574] : INFO : Epoch 1941 | loss: 0.0311929 | val_loss: 0.0311957 | Time: 2033.45 ms [2022-04-19 02:46:46 main:574] : INFO : Epoch 1942 | loss: 0.0311906 | val_loss: 0.0312047 | Time: 2076.15 ms [2022-04-19 02:46:49 main:574] : INFO : Epoch 1943 | loss: 0.0311974 | val_loss: 0.0312042 | Time: 2082.84 ms [2022-04-19 02:46:51 main:574] : INFO : Epoch 1944 | loss: 0.0311974 | val_loss: 0.0311982 | Time: 2075.67 ms [2022-04-19 02:46:53 main:574] : INFO : Epoch 1945 | loss: 0.0311932 | val_loss: 0.031198 | Time: 2149.52 ms [2022-04-19 02:46:55 main:574] : INFO : Epoch 1946 | loss: 0.0311909 | val_loss: 0.0312007 | Time: 2102.43 ms [2022-04-19 02:46:57 main:574] : INFO : Epoch 1947 | loss: 0.0311921 | val_loss: 0.0311974 | Time: 2153.28 ms [2022-04-19 02:46:59 main:574] : INFO : Epoch 1948 | loss: 0.0311912 | val_loss: 0.0311959 | Time: 2071.16 ms [2022-04-19 02:47:02 main:574] : INFO : Epoch 1949 | loss: 0.0311911 | val_loss: 0.0311979 | Time: 2078.81 ms [2022-04-19 02:47:04 main:574] : INFO : Epoch 1950 | loss: 0.0311905 | val_loss: 0.0311964 | Time: 2077.57 ms [2022-04-19 02:47:06 main:574] : INFO : Epoch 1951 | loss: 0.0311892 | val_loss: 0.0311977 | Time: 2163.31 ms [2022-04-19 02:47:08 main:574] : INFO : Epoch 1952 | loss: 0.0311895 | val_loss: 0.0311964 | Time: 2129.06 ms [2022-04-19 02:47:10 main:574] : INFO : Epoch 1953 | loss: 0.0311885 | val_loss: 0.0311973 | Time: 2106.84 ms [2022-04-19 02:47:12 main:574] : INFO : Epoch 1954 | loss: 0.031188 | val_loss: 0.0311961 | Time: 2119.19 ms [2022-04-19 02:47:15 main:574] : INFO : Epoch 1955 | loss: 0.0311887 | val_loss: 0.0311981 | Time: 2104.46 ms [2022-04-19 02:47:17 main:574] : INFO : Epoch 1956 | loss: 0.0311872 | val_loss: 0.0311944 | Time: 2098.81 ms [2022-04-19 02:47:19 main:574] : INFO : Epoch 1957 | loss: 0.0311874 | val_loss: 0.0311954 | Time: 2099.72 ms [2022-04-19 02:47:21 main:574] : INFO : Epoch 1958 | loss: 0.0311872 | val_loss: 0.0311954 | Time: 2088.58 ms [2022-04-19 02:47:23 main:574] : INFO : Epoch 1959 | loss: 0.0311867 | val_loss: 0.0311927 | Time: 2076.15 ms [2022-04-19 02:47:25 main:574] : INFO : Epoch 1960 | loss: 0.0311868 | val_loss: 0.0311929 | Time: 2079.25 ms [2022-04-19 02:47:28 main:574] : INFO : Epoch 1961 | loss: 0.0311866 | val_loss: 0.0311928 | Time: 2121.65 ms [2022-04-19 02:47:30 main:574] : INFO : Epoch 1962 | loss: 0.0311882 | val_loss: 0.0311947 | Time: 2112.66 ms [2022-04-19 02:47:32 main:574] : INFO : Epoch 1963 | loss: 0.0311856 | val_loss: 0.0311966 | Time: 2065.63 ms [2022-04-19 02:47:34 main:574] : INFO : Epoch 1964 | loss: 0.0311851 | val_loss: 0.0311942 | Time: 2118.38 ms [2022-04-19 02:47:36 main:574] : INFO : Epoch 1965 | loss: 0.0311846 | val_loss: 0.0311937 | Time: 2109.02 ms [2022-04-19 02:47:39 main:574] : INFO : Epoch 1966 | loss: 0.0311839 | val_loss: 0.0311946 | Time: 2182.66 ms [2022-04-19 02:47:41 main:574] : INFO : Epoch 1967 | loss: 0.0311846 | val_loss: 0.0311971 | Time: 2164.72 ms [2022-04-19 02:47:43 main:574] : INFO : Epoch 1968 | loss: 0.0311855 | val_loss: 0.0311942 | Time: 2176.27 ms [2022-04-19 02:47:45 main:574] : INFO : Epoch 1969 | loss: 0.0311859 | val_loss: 0.0311951 | Time: 2129.92 ms [2022-04-19 02:47:47 main:574] : INFO : Epoch 1970 | loss: 0.0311844 | val_loss: 0.0311958 | Time: 2128.26 ms [2022-04-19 02:47:50 main:574] : INFO : Epoch 1971 | loss: 0.0311842 | val_loss: 0.031194 | Time: 2118 ms [2022-04-19 02:47:52 main:574] : INFO : Epoch 1972 | loss: 0.031184 | val_loss: 0.0311949 | Time: 2085.17 ms [2022-04-19 02:47:54 main:574] : INFO : Epoch 1973 | loss: 0.0311845 | val_loss: 0.0311981 | Time: 2110.36 ms [2022-04-19 02:47:56 main:574] : INFO : Epoch 1974 | loss: 0.0311848 | val_loss: 0.0311961 | Time: 2119.57 ms [2022-04-19 02:47:59 main:574] : INFO : Epoch 1975 | loss: 0.031186 | val_loss: 0.0311971 | Time: 2132.43 ms [2022-04-19 02:48:01 main:574] : INFO : Epoch 1976 | loss: 0.0311874 | val_loss: 0.0311954 | Time: 2035.64 ms [2022-04-19 02:48:03 main:574] : INFO : Epoch 1977 | loss: 0.0311891 | val_loss: 0.0312047 | Time: 2017.04 ms [2022-04-19 02:48:05 main:574] : INFO : Epoch 1978 | loss: 0.0311869 | val_loss: 0.0312003 | Time: 2106.86 ms [2022-04-19 02:48:07 main:574] : INFO : Epoch 1979 | loss: 0.0311848 | val_loss: 0.0311942 | Time: 2096.44 ms [2022-04-19 02:48:09 main:574] : INFO : Epoch 1980 | loss: 0.0311833 | val_loss: 0.0311943 | Time: 2067.89 ms [2022-04-19 02:48:11 main:574] : INFO : Epoch 1981 | loss: 0.0311843 | val_loss: 0.0311953 | Time: 2095.02 ms [2022-04-19 02:48:13 main:574] : INFO : Epoch 1982 | loss: 0.0311833 | val_loss: 0.0311939 | Time: 2101.25 ms [2022-04-19 02:48:15 main:574] : INFO : Epoch 1983 | loss: 0.0311835 | val_loss: 0.0311944 | Time: 2115.11 ms [2022-04-19 02:48:18 main:574] : INFO : Epoch 1984 | loss: 0.0311835 | val_loss: 0.0311938 | Time: 2068.41 ms [2022-04-19 02:48:20 main:574] : INFO : Epoch 1985 | loss: 0.0311831 | val_loss: 0.0311938 | Time: 2073.41 ms [2022-04-19 02:48:22 main:574] : INFO : Epoch 1986 | loss: 0.0311844 | val_loss: 0.0311953 | Time: 2121.64 ms [2022-04-19 02:48:24 main:574] : INFO : Epoch 1987 | loss: 0.0311835 | val_loss: 0.0311938 | Time: 2102.36 ms [2022-04-19 02:48:26 main:574] : INFO : Epoch 1988 | loss: 0.0311828 | val_loss: 0.0311934 | Time: 2123.88 ms [2022-04-19 02:48:28 main:574] : INFO : Epoch 1989 | loss: 0.0311836 | val_loss: 0.0311943 | Time: 2096.9 ms [2022-04-19 02:48:30 main:574] : INFO : Epoch 1990 | loss: 0.0311859 | val_loss: 0.0311952 | Time: 2083.07 ms [2022-04-19 02:48:33 main:574] : INFO : Epoch 1991 | loss: 0.0311877 | val_loss: 0.0311968 | Time: 2073.24 ms [2022-04-19 02:48:35 main:574] : INFO : Epoch 1992 | loss: 0.0311893 | val_loss: 0.0311975 | Time: 2104.61 ms [2022-04-19 02:48:37 main:574] : INFO : Epoch 1993 | loss: 0.0311856 | val_loss: 0.0311926 | Time: 2132.72 ms [2022-04-19 02:48:39 main:574] : INFO : Epoch 1994 | loss: 0.0311857 | val_loss: 0.0311936 | Time: 2112.23 ms [2022-04-19 02:48:41 main:574] : INFO : Epoch 1995 | loss: 0.0311855 | val_loss: 0.0311924 | Time: 2030.98 ms [2022-04-19 02:48:43 main:574] : INFO : Epoch 1996 | loss: 0.0311843 | val_loss: 0.0311923 | Time: 2106.53 ms [2022-04-19 02:48:45 main:574] : INFO : Epoch 1997 | loss: 0.0311836 | val_loss: 0.031195 | Time: 2104.31 ms [2022-04-19 02:48:48 main:574] : INFO : Epoch 1998 | loss: 0.0311836 | val_loss: 0.0311953 | Time: 2076.44 ms [2022-04-19 02:48:50 main:574] : INFO : Epoch 1999 | loss: 0.0311859 | val_loss: 0.0311925 | Time: 2122.82 ms [2022-04-19 02:48:52 main:574] : INFO : Epoch 2000 | loss: 0.0311836 | val_loss: 0.0311935 | Time: 2101.66 ms [2022-04-19 02:48:54 main:574] : INFO : Epoch 2001 | loss: 0.0311834 | val_loss: 0.0311936 | Time: 2088 ms [2022-04-19 02:48:56 main:574] : INFO : Epoch 2002 | loss: 0.0311821 | val_loss: 0.0311915 | Time: 2114.84 ms [2022-04-19 02:48:59 main:574] : INFO : Epoch 2003 | loss: 0.0311863 | val_loss: 0.0311984 | Time: 2126.05 ms [2022-04-19 02:49:01 main:574] : INFO : Epoch 2004 | loss: 0.0311938 | val_loss: 0.0311933 | Time: 2190.4 ms [2022-04-19 02:49:03 main:574] : INFO : Epoch 2005 | loss: 0.0311923 | val_loss: 0.0311944 | Time: 2109.2 ms [2022-04-19 02:49:05 main:574] : INFO : Epoch 2006 | loss: 0.0311918 | val_loss: 0.0311928 | Time: 2107.2 ms [2022-04-19 02:49:07 main:574] : INFO : Epoch 2007 | loss: 0.0311899 | val_loss: 0.0311925 | Time: 2183.96 ms [2022-04-19 02:49:10 main:574] : INFO : Epoch 2008 | loss: 0.0311876 | val_loss: 0.031191 | Time: 2071.8 ms [2022-04-19 02:49:12 main:574] : INFO : Epoch 2009 | loss: 0.0311879 | val_loss: 0.0311922 | Time: 2077.03 ms [2022-04-19 02:49:14 main:574] : INFO : Epoch 2010 | loss: 0.0311878 | val_loss: 0.0311906 | Time: 2107.84 ms [2022-04-19 02:49:16 main:574] : INFO : Epoch 2011 | loss: 0.0311868 | val_loss: 0.0311929 | Time: 2117.1 ms [2022-04-19 02:49:18 main:574] : INFO : Epoch 2012 | loss: 0.031187 | val_loss: 0.0311925 | Time: 2109.67 ms [2022-04-19 02:49:20 main:574] : INFO : Epoch 2013 | loss: 0.0311864 | val_loss: 0.0311917 | Time: 2124.55 ms [2022-04-19 02:49:23 main:574] : INFO : Epoch 2014 | loss: 0.0311859 | val_loss: 0.031191 | Time: 2121.35 ms [2022-04-19 02:49:25 main:574] : INFO : Epoch 2015 | loss: 0.0311861 | val_loss: 0.0311924 | Time: 2109.13 ms [2022-04-19 02:49:27 main:574] : INFO : Epoch 2016 | loss: 0.0311851 | val_loss: 0.0311906 | Time: 2130.2 ms [2022-04-19 02:49:29 main:574] : INFO : Epoch 2017 | loss: 0.0311846 | val_loss: 0.0311904 | Time: 2094.09 ms [2022-04-19 02:49:31 main:574] : INFO : Epoch 2018 | loss: 0.0311844 | val_loss: 0.0311915 | Time: 2137.46 ms [2022-04-19 02:49:34 main:574] : INFO : Epoch 2019 | loss: 0.0311854 | val_loss: 0.031192 | Time: 2151.67 ms [2022-04-19 02:49:36 main:574] : INFO : Epoch 2020 | loss: 0.0311857 | val_loss: 0.0311925 | Time: 2119.92 ms [2022-04-19 02:49:38 main:574] : INFO : Epoch 2021 | loss: 0.0311855 | val_loss: 0.0311905 | Time: 2131.8 ms [2022-04-19 02:49:40 main:574] : INFO : Epoch 2022 | loss: 0.0311883 | val_loss: 0.0311912 | Time: 2163.77 ms [2022-04-19 02:49:42 main:574] : INFO : Epoch 2023 | loss: 0.0311874 | val_loss: 0.0311905 | Time: 2188.48 ms [2022-04-19 02:49:45 main:574] : INFO : Epoch 2024 | loss: 0.0311855 | val_loss: 0.0311935 | Time: 2183.98 ms [2022-04-19 02:49:47 main:574] : INFO : Epoch 2025 | loss: 0.0311848 | val_loss: 0.0311903 | Time: 2121.86 ms [2022-04-19 02:49:49 main:574] : INFO : Epoch 2026 | loss: 0.0311854 | val_loss: 0.0311895 | Time: 2068.77 ms [2022-04-19 02:49:51 main:574] : INFO : Epoch 2027 | loss: 0.0311851 | val_loss: 0.0311924 | Time: 2114.33 ms [2022-04-19 02:49:53 main:574] : INFO : Epoch 2028 | loss: 0.0311839 | val_loss: 0.0311916 | Time: 2116.32 ms [2022-04-19 02:49:56 main:574] : INFO : Epoch 2029 | loss: 0.0311838 | val_loss: 0.0311927 | Time: 2136.98 ms [2022-04-19 02:49:58 main:574] : INFO : Epoch 2030 | loss: 0.0311843 | val_loss: 0.0311907 | Time: 2141.68 ms [2022-04-19 02:50:00 main:574] : INFO : Epoch 2031 | loss: 0.0311841 | val_loss: 0.0311937 | Time: 2118.43 ms [2022-04-19 02:50:02 main:574] : INFO : Epoch 2032 | loss: 0.0311879 | val_loss: 0.0311982 | Time: 2088.17 ms [2022-04-19 02:50:04 main:574] : INFO : Epoch 2033 | loss: 0.0311859 | val_loss: 0.0312043 | Time: 2056.79 ms [2022-04-19 02:50:06 main:574] : INFO : Epoch 2034 | loss: 0.0311905 | val_loss: 0.0311931 | Time: 2079.27 ms [2022-04-19 02:50:09 main:574] : INFO : Epoch 2035 | loss: 0.0311889 | val_loss: 0.0311929 | Time: 2130.19 ms [2022-04-19 02:50:11 main:574] : INFO : Epoch 2036 | loss: 0.0311872 | val_loss: 0.0311974 | Time: 2146.81 ms [2022-04-19 02:50:13 main:574] : INFO : Epoch 2037 | loss: 0.0311884 | val_loss: 0.0311931 | Time: 2179.85 ms [2022-04-19 02:50:15 main:574] : INFO : Epoch 2038 | loss: 0.0311848 | val_loss: 0.0311923 | Time: 2106.81 ms [2022-04-19 02:50:17 main:574] : INFO : Epoch 2039 | loss: 0.0311836 | val_loss: 0.0311917 | Time: 2096.54 ms [2022-04-19 02:50:19 main:574] : INFO : Epoch 2040 | loss: 0.0311843 | val_loss: 0.0311902 | Time: 2105.47 ms [2022-04-19 02:50:22 main:574] : INFO : Epoch 2041 | loss: 0.0311836 | val_loss: 0.0311903 | Time: 2094.08 ms [2022-04-19 02:50:24 main:574] : INFO : Epoch 2042 | loss: 0.0311837 | val_loss: 0.0311908 | Time: 2145.71 ms [2022-04-19 02:50:26 main:574] : INFO : Epoch 2043 | loss: 0.0311822 | val_loss: 0.0311889 | Time: 2114.91 ms [2022-04-19 02:50:28 main:574] : INFO : Epoch 2044 | loss: 0.0311822 | val_loss: 0.0311906 | Time: 2202.9 ms [2022-04-19 02:50:31 main:574] : INFO : Epoch 2045 | loss: 0.0311823 | val_loss: 0.0311921 | Time: 2122.84 ms [2022-04-19 02:50:33 main:574] : INFO : Epoch 2046 | loss: 0.0311816 | val_loss: 0.0311901 | Time: 2111.35 ms [2022-04-19 02:50:35 main:574] : INFO : Epoch 2047 | loss: 0.0311814 | val_loss: 0.031192 | Time: 2130.81 ms [2022-04-19 02:50:37 main:574] : INFO : Epoch 2048 | loss: 0.0311843 | val_loss: 0.0311947 | Time: 2111.32 ms [2022-04-19 02:50:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311947 [2022-04-19 02:50:38 main:603] : INFO : Saving end state to config to file [2022-04-19 02:50:38 main:608] : INFO : Success, exiting.. 02:50:38 (4708): 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)