Task 14624262
| Name | ParityModified-1647048213-31969-3-0_1 |
| Workunit | 11617480 |
| Created | 18 Apr 2022, 22:12:58 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 21 Apr 2022, 1:36:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 12 min 27 sec |
| CPU time | 1 hours 12 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311796 | val_loss: 0.0311803 | Time: 2063.56 ms
[2022-04-21 02:17:09 main:581] : INFO : Epoch 1539 | loss: 0.0311798 | val_loss: 0.0311864 | Time: 2104.2 ms
[2022-04-21 02:17:12 main:581] : INFO : Epoch 1540 | loss: 0.0311819 | val_loss: 0.0311804 | Time: 2086.47 ms
[2022-04-21 02:17:14 main:581] : INFO : Epoch 1541 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 2069.58 ms
[2022-04-21 02:17:16 main:581] : INFO : Epoch 1542 | loss: 0.0311763 | val_loss: 0.0311785 | Time: 2100.29 ms
[2022-04-21 02:17:18 main:581] : INFO : Epoch 1543 | loss: 0.0311763 | val_loss: 0.0311779 | Time: 2054.2 ms
[2022-04-21 02:17:20 main:581] : INFO : Epoch 1544 | loss: 0.0311754 | val_loss: 0.0311779 | Time: 2091.87 ms
[2022-04-21 02:17:22 main:581] : INFO : Epoch 1545 | loss: 0.0311752 | val_loss: 0.0311777 | Time: 2110.85 ms
[2022-04-21 02:17:24 main:581] : INFO : Epoch 1546 | loss: 0.0311749 | val_loss: 0.0311809 | Time: 2136.72 ms
[2022-04-21 02:17:26 main:581] : INFO : Epoch 1547 | loss: 0.0311757 | val_loss: 0.031179 | Time: 2084 ms
[2022-04-21 02:17:28 main:581] : INFO : Epoch 1548 | loss: 0.0311762 | val_loss: 0.0311794 | Time: 2121.03 ms
[2022-04-21 02:17:30 main:581] : INFO : Epoch 1549 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 2103.35 ms
[2022-04-21 02:17:33 main:581] : INFO : Epoch 1550 | loss: 0.0311748 | val_loss: 0.0311768 | Time: 2090.49 ms
[2022-04-21 02:17:35 main:581] : INFO : Epoch 1551 | loss: 0.0311756 | val_loss: 0.031177 | Time: 2126.7 ms
[2022-04-21 02:17:37 main:581] : INFO : Epoch 1552 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 2126.56 ms
[2022-04-21 02:17:39 main:581] : INFO : Epoch 1553 | loss: 0.0311752 | val_loss: 0.0311784 | Time: 2098.45 ms
[2022-04-21 02:17:41 main:581] : INFO : Epoch 1554 | loss: 0.0311759 | val_loss: 0.0311755 | Time: 2096.19 ms
[2022-04-21 02:17:43 main:581] : INFO : Epoch 1555 | loss: 0.0311748 | val_loss: 0.0311754 | Time: 2085.39 ms
[2022-04-21 02:17:45 main:581] : INFO : Epoch 1556 | loss: 0.0311754 | val_loss: 0.0311787 | Time: 2104.29 ms
[2022-04-21 02:17:47 main:581] : INFO : Epoch 1557 | loss: 0.0311747 | val_loss: 0.0311745 | Time: 2091.65 ms
[2022-04-21 02:17:49 main:581] : INFO : Epoch 1558 | loss: 0.0311747 | val_loss: 0.031175 | Time: 2134.75 ms
[2022-04-21 02:17:51 main:581] : INFO : Epoch 1559 | loss: 0.0311774 | val_loss: 0.0311759 | Time: 2109.45 ms
[2022-04-21 02:17:54 main:581] : INFO : Epoch 1560 | loss: 0.0311773 | val_loss: 0.0311793 | Time: 2125.71 ms
[2022-04-21 02:17:56 main:581] : INFO : Epoch 1561 | loss: 0.0311784 | val_loss: 0.031177 | Time: 2128.78 ms
[2022-04-21 02:17:58 main:581] : INFO : Epoch 1562 | loss: 0.0311764 | val_loss: 0.0311778 | Time: 2114.3 ms
[2022-04-21 02:18:00 main:581] : INFO : Epoch 1563 | loss: 0.0311759 | val_loss: 0.0311773 | Time: 2130.87 ms
[2022-04-21 02:18:02 main:581] : INFO : Epoch 1564 | loss: 0.0311761 | val_loss: 0.0311764 | Time: 2196.97 ms
[2022-04-21 02:18:04 main:581] : INFO : Epoch 1565 | loss: 0.0311766 | val_loss: 0.0311788 | Time: 2171.79 ms
[2022-04-21 02:18:07 main:581] : INFO : Epoch 1566 | loss: 0.0311779 | val_loss: 0.0311764 | Time: 2163.77 ms
[2022-04-21 02:18:09 main:581] : INFO : Epoch 1567 | loss: 0.0311759 | val_loss: 0.0311776 | Time: 2131.81 ms
[2022-04-21 02:18:11 main:581] : INFO : Epoch 1568 | loss: 0.0311783 | val_loss: 0.0311774 | Time: 2153.8 ms
[2022-04-21 02:18:13 main:581] : INFO : Epoch 1569 | loss: 0.0311788 | val_loss: 0.0311797 | Time: 2172.27 ms
[2022-04-21 02:18:15 main:581] : INFO : Epoch 1570 | loss: 0.0311776 | val_loss: 0.0311778 | Time: 2150.86 ms
[2022-04-21 02:18:17 main:581] : INFO : Epoch 1571 | loss: 0.0311772 | val_loss: 0.0311795 | Time: 2108.62 ms
[2022-04-21 02:18:19 main:581] : INFO : Epoch 1572 | loss: 0.0311824 | val_loss: 0.0311884 | Time: 2098.57 ms
[2022-04-21 02:18:21 main:581] : INFO : Epoch 1573 | loss: 0.0311826 | val_loss: 0.0311848 | Time: 2119.44 ms
[2022-04-21 02:18:24 main:581] : INFO : Epoch 1574 | loss: 0.0311843 | val_loss: 0.0311842 | Time: 2132.3 ms
[2022-04-21 02:18:26 main:581] : INFO : Epoch 1575 | loss: 0.0311843 | val_loss: 0.0311822 | Time: 2122.32 ms
[2022-04-21 02:18:28 main:581] : INFO : Epoch 1576 | loss: 0.0311841 | val_loss: 0.0311884 | Time: 2111.12 ms
[2022-04-21 02:18:30 main:581] : INFO : Epoch 1577 | loss: 0.031187 | val_loss: 0.031185 | Time: 2128.38 ms
[2022-04-21 02:18:32 main:581] : INFO : Epoch 1578 | loss: 0.0311824 | val_loss: 0.0311819 | Time: 2095.89 ms
[2022-04-21 02:18:34 main:581] : INFO : Epoch 1579 | loss: 0.0311814 | val_loss: 0.031182 | Time: 2125.26 ms
[2022-04-21 02:18:36 main:581] : INFO : Epoch 1580 | loss: 0.0311854 | val_loss: 0.0311836 | Time: 2235.11 ms
[2022-04-21 02:18:39 main:581] : INFO : Epoch 1581 | loss: 0.0311851 | val_loss: 0.0311839 | Time: 2132.36 ms
[2022-04-21 02:18:41 main:581] : INFO : Epoch 1582 | loss: 0.0311842 | val_loss: 0.0311818 | Time: 2232.6 ms
[2022-04-21 02:18:43 main:581] : INFO : Epoch 1583 | loss: 0.0311822 | val_loss: 0.0311806 | Time: 2211.23 ms
[2022-04-21 02:18:45 main:581] : INFO : Epoch 1584 | loss: 0.0311817 | val_loss: 0.0311816 | Time: 2193.44 ms
[2022-04-21 02:18:47 main:581] : INFO : Epoch 1585 | loss: 0.0311801 | val_loss: 0.03118 | Time: 2130.36 ms
[2022-04-21 02:18:49 main:581] : INFO : Epoch 1586 | loss: 0.0311802 | val_loss: 0.03118 | Time: 2144.17 ms
[2022-04-21 02:18:52 main:581] : INFO : Epoch 1587 | loss: 0.0311794 | val_loss: 0.0311796 | Time: 2130.38 ms
[2022-04-21 02:18:54 main:581] : INFO : Epoch 1588 | loss: 0.0311798 | val_loss: 0.0311814 | Time: 2101.61 ms
[2022-04-21 02:18:56 main:581] : INFO : Epoch 1589 | loss: 0.0311799 | val_loss: 0.0311808 | Time: 2123.83 ms
[2022-04-21 02:18:58 main:581] : INFO : Epoch 1590 | loss: 0.031179 | val_loss: 0.0311822 | Time: 2109.9 ms
[2022-04-21 02:19:00 main:581] : INFO : Epoch 1591 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 2144.96 ms
[2022-04-21 02:19:02 main:581] : INFO : Epoch 1592 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 2098.62 ms
[2022-04-21 02:19:04 main:581] : INFO : Epoch 1593 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 2120.65 ms
[2022-04-21 02:19:06 main:581] : INFO : Epoch 1594 | loss: 0.0311789 | val_loss: 0.0311853 | Time: 2136.57 ms
[2022-04-21 02:19:09 main:581] : INFO : Epoch 1595 | loss: 0.031178 | val_loss: 0.0311804 | Time: 2133.66 ms
[2022-04-21 02:19:11 main:581] : INFO : Epoch 1596 | loss: 0.0311778 | val_loss: 0.0311823 | Time: 2114.93 ms
[2022-04-21 02:19:13 main:581] : INFO : Epoch 1597 | loss: 0.0311819 | val_loss: 0.0311862 | Time: 2109.91 ms
[2022-04-21 02:19:15 main:581] : INFO : Epoch 1598 | loss: 0.0311804 | val_loss: 0.0311818 | Time: 2178 ms
[2022-04-21 02:19:17 main:581] : INFO : Epoch 1599 | loss: 0.0311785 | val_loss: 0.0311822 | Time: 2153.25 ms
[2022-04-21 02:19:19 main:581] : INFO : Epoch 1600 | loss: 0.0311788 | val_loss: 0.0311817 | Time: 2131.73 ms
[2022-04-21 02:19:21 main:581] : INFO : Epoch 1601 | loss: 0.0311788 | val_loss: 0.0311838 | Time: 2105.45 ms
[2022-04-21 02:19:23 main:581] : INFO : Epoch 1602 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 2119.88 ms
[2022-04-21 02:19:26 main:581] : INFO : Epoch 1603 | loss: 0.031177 | val_loss: 0.0311831 | Time: 2135.53 ms
[2022-04-21 02:19:28 main:581] : INFO : Epoch 1604 | loss: 0.0311785 | val_loss: 0.0311889 | Time: 2109.54 ms
[2022-04-21 02:19:30 main:581] : INFO : Epoch 1605 | loss: 0.0311779 | val_loss: 0.0311809 | Time: 2095.14 ms
[2022-04-21 02:19:32 main:581] : INFO : Epoch 1606 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 2131.04 ms
[2022-04-21 02:19:34 main:581] : INFO : Epoch 1607 | loss: 0.0311754 | val_loss: 0.031185 | Time: 2089.09 ms
[2022-04-21 02:19:36 main:581] : INFO : Epoch 1608 | loss: 0.0311753 | val_loss: 0.0311798 | Time: 2092.16 ms
[2022-04-21 02:19:38 main:581] : INFO : Epoch 1609 | loss: 0.0311734 | val_loss: 0.0311791 | Time: 2084.49 ms
[2022-04-21 02:19:40 main:581] : INFO : Epoch 1610 | loss: 0.031174 | val_loss: 0.0311799 | Time: 2127.93 ms
[2022-04-21 02:19:42 main:581] : INFO : Epoch 1611 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 2127.61 ms
[2022-04-21 02:19:45 main:581] : INFO : Epoch 1612 | loss: 0.0311732 | val_loss: 0.0311812 | Time: 2151.9 ms
[2022-04-21 02:19:47 main:581] : INFO : Epoch 1613 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 2144.2 ms
[2022-04-21 02:19:49 main:581] : INFO : Epoch 1614 | loss: 0.0311755 | val_loss: 0.0311788 | Time: 2139.37 ms
[2022-04-21 02:19:51 main:581] : INFO : Epoch 1615 | loss: 0.0311743 | val_loss: 0.0311791 | Time: 2160.1 ms
[2022-04-21 02:19:53 main:581] : INFO : Epoch 1616 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 2127.92 ms
[2022-04-21 02:19:55 main:581] : INFO : Epoch 1617 | loss: 0.0311744 | val_loss: 0.0311843 | Time: 2120.12 ms
[2022-04-21 02:19:57 main:581] : INFO : Epoch 1618 | loss: 0.0311754 | val_loss: 0.0311856 | Time: 2143.12 ms
[2022-04-21 02:20:00 main:581] : INFO : Epoch 1619 | loss: 0.0311753 | val_loss: 0.0311813 | Time: 2108.32 ms
[2022-04-21 02:20:02 main:581] : INFO : Epoch 1620 | loss: 0.0311736 | val_loss: 0.0311793 | Time: 2110.7 ms
[2022-04-21 02:20:04 main:581] : INFO : Epoch 1621 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 2119.2 ms
[2022-04-21 02:20:06 main:581] : INFO : Epoch 1622 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 2123.32 ms
[2022-04-21 02:20:08 main:581] : INFO : Epoch 1623 | loss: 0.0311739 | val_loss: 0.0311793 | Time: 2115.09 ms
[2022-04-21 02:20:10 main:581] : INFO : Epoch 1624 | loss: 0.0311719 | val_loss: 0.0311786 | Time: 2124.19 ms
[2022-04-21 02:20:12 main:581] : INFO : Epoch 1625 | loss: 0.0311714 | val_loss: 0.0311783 | Time: 2136.36 ms
[2022-04-21 02:20:14 main:581] : INFO : Epoch 1626 | loss: 0.0311714 | val_loss: 0.0311797 | Time: 2161.41 ms
[2022-04-21 02:20:17 main:581] : INFO : Epoch 1627 | loss: 0.0311711 | val_loss: 0.0311807 | Time: 2150.71 ms
[2022-04-21 02:20:19 main:581] : INFO : Epoch 1628 | loss: 0.0311856 | val_loss: 0.0311896 | Time: 2144.09 ms
[2022-04-21 02:20:21 main:581] : INFO : Epoch 1629 | loss: 0.03119 | val_loss: 0.0311872 | Time: 2118.69 ms
[2022-04-21 02:20:23 main:581] : INFO : Epoch 1630 | loss: 0.0311887 | val_loss: 0.0311855 | Time: 2130.11 ms
[2022-04-21 02:20:25 main:581] : INFO : Epoch 1631 | loss: 0.0311871 | val_loss: 0.0311862 | Time: 2163.79 ms
[2022-04-21 02:20:27 main:581] : INFO : Epoch 1632 | loss: 0.0311869 | val_loss: 0.0311868 | Time: 2129.73 ms
[2022-04-21 02:20:29 main:581] : INFO : Epoch 1633 | loss: 0.0311881 | val_loss: 0.0311902 | Time: 2136.95 ms
[2022-04-21 02:20:32 main:581] : INFO : Epoch 1634 | loss: 0.0311911 | val_loss: 0.0311892 | Time: 2099.28 ms
[2022-04-21 02:20:34 main:581] : INFO : Epoch 1635 | loss: 0.0311902 | val_loss: 0.0311882 | Time: 2122.88 ms
[2022-04-21 02:20:36 main:581] : INFO : Epoch 1636 | loss: 0.0311891 | val_loss: 0.0311867 | Time: 2092.39 ms
[2022-04-21 02:20:38 main:581] : INFO : Epoch 1637 | loss: 0.031189 | val_loss: 0.0311852 | Time: 2112.52 ms
[2022-04-21 02:20:40 main:581] : INFO : Epoch 1638 | loss: 0.0311886 | val_loss: 0.0311852 | Time: 2108.18 ms
[2022-04-21 02:20:42 main:581] : INFO : Epoch 1639 | loss: 0.0311869 | val_loss: 0.0311847 | Time: 2081.42 ms
[2022-04-21 02:20:44 main:581] : INFO : Epoch 1640 | loss: 0.0311853 | val_loss: 0.0311834 | Time: 2108.41 ms
[2022-04-21 02:20:46 main:581] : INFO : Epoch 1641 | loss: 0.0311847 | val_loss: 0.0311824 | Time: 2109.71 ms
[2022-04-21 02:20:48 main:581] : INFO : Epoch 1642 | loss: 0.031184 | val_loss: 0.0311836 | Time: 2072.01 ms
[2022-04-21 02:20:50 main:581] : INFO : Epoch 1643 | loss: 0.0311855 | val_loss: 0.0311825 | Time: 2113.96 ms
[2022-04-21 02:20:53 main:581] : INFO : Epoch 1644 | loss: 0.0311863 | val_loss: 0.0311818 | Time: 2121.36 ms
[2022-04-21 02:20:55 main:581] : INFO : Epoch 1645 | loss: 0.0311877 | val_loss: 0.0311839 | Time: 2155.74 ms
[2022-04-21 02:20:57 main:581] : INFO : Epoch 1646 | loss: 0.0311848 | val_loss: 0.0311815 | Time: 2118.03 ms
[2022-04-21 02:20:59 main:581] : INFO : Epoch 1647 | loss: 0.0311824 | val_loss: 0.0311813 | Time: 2136.09 ms
[2022-04-21 02:21:01 main:581] : INFO : Epoch 1648 | loss: 0.031183 | val_loss: 0.031181 | Time: 2178.5 ms
[2022-04-21 02:21:03 main:581] : INFO : Epoch 1649 | loss: 0.0311819 | val_loss: 0.0311806 | Time: 2097.01 ms
[2022-04-21 02:21:05 main:581] : INFO : Epoch 1650 | loss: 0.0311803 | val_loss: 0.0311812 | Time: 2173.39 ms
[2022-04-21 02:21:08 main:581] : INFO : Epoch 1651 | loss: 0.0311805 | val_loss: 0.0311802 | Time: 2093.15 ms
[2022-04-21 02:21:10 main:581] : INFO : Epoch 1652 | loss: 0.0311801 | val_loss: 0.0311798 | Time: 2101.77 ms
[2022-04-21 02:21:12 main:581] : INFO : Epoch 1653 | loss: 0.0311808 | val_loss: 0.031183 | Time: 2113.3 ms
[2022-04-21 02:21:14 main:581] : INFO : Epoch 1654 | loss: 0.0311818 | val_loss: 0.0311801 | Time: 2113.25 ms
[2022-04-21 02:21:16 main:581] : INFO : Epoch 1655 | loss: 0.0311798 | val_loss: 0.0311802 | Time: 2107.48 ms
[2022-04-21 02:21:18 main:581] : INFO : Epoch 1656 | loss: 0.0311795 | val_loss: 0.03118 | Time: 2144.53 ms
[2022-04-21 02:21:20 main:581] : INFO : Epoch 1657 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 2107.81 ms
[2022-04-21 02:21:22 main:581] : INFO : Epoch 1658 | loss: 0.0311797 | val_loss: 0.0311799 | Time: 2122.33 ms
[2022-04-21 02:21:24 main:581] : INFO : Epoch 1659 | loss: 0.0311813 | val_loss: 0.031181 | Time: 2130.47 ms
[2022-04-21 02:21:27 main:581] : INFO : Epoch 1660 | loss: 0.0311812 | val_loss: 0.031181 | Time: 2135.86 ms
[2022-04-21 02:21:29 main:581] : INFO : Epoch 1661 | loss: 0.0311797 | val_loss: 0.031181 | Time: 2114.89 ms
[2022-04-21 02:21:31 main:581] : INFO : Epoch 1662 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 2156.98 ms
[2022-04-21 02:21:33 main:581] : INFO : Epoch 1663 | loss: 0.031182 | val_loss: 0.0311825 | Time: 2114.7 ms
[2022-04-21 02:21:35 main:581] : INFO : Epoch 1664 | loss: 0.0311802 | val_loss: 0.0311805 | Time: 2114.93 ms
[2022-04-21 02:21:37 main:581] : INFO : Epoch 1665 | loss: 0.0311796 | val_loss: 0.0311807 | Time: 2136.93 ms
[2022-04-21 02:21:39 main:581] : INFO : Epoch 1666 | loss: 0.0311819 | val_loss: 0.0311832 | Time: 2120.37 ms
[2022-04-21 02:21:42 main:581] : INFO : Epoch 1667 | loss: 0.0311797 | val_loss: 0.0311817 | Time: 2124.31 ms
[2022-04-21 02:21:44 main:581] : INFO : Epoch 1668 | loss: 0.0311778 | val_loss: 0.0311827 | Time: 2092.45 ms
[2022-04-21 02:21:46 main:581] : INFO : Epoch 1669 | loss: 0.0311784 | val_loss: 0.0311802 | Time: 2126.02 ms
[2022-04-21 02:21:48 main:581] : INFO : Epoch 1670 | loss: 0.0311775 | val_loss: 0.0311812 | Time: 2147.44 ms
[2022-04-21 02:21:50 main:581] : INFO : Epoch 1671 | loss: 0.0311769 | val_loss: 0.0311814 | Time: 2108.91 ms
[2022-04-21 02:21:52 main:581] : INFO : Epoch 1672 | loss: 0.0311768 | val_loss: 0.03118 | Time: 2131.51 ms
[2022-04-21 02:21:54 main:581] : INFO : Epoch 1673 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 2093.92 ms
[2022-04-21 02:21:56 main:581] : INFO : Epoch 1674 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 2111.2 ms
[2022-04-21 02:21:58 main:581] : INFO : Epoch 1675 | loss: 0.0311795 | val_loss: 0.0311825 | Time: 2150.01 ms
[2022-04-21 02:22:01 main:581] : INFO : Epoch 1676 | loss: 0.0311831 | val_loss: 0.0311828 | Time: 2141.93 ms
[2022-04-21 02:22:03 main:581] : INFO : Epoch 1677 | loss: 0.0311824 | val_loss: 0.0311818 | Time: 2165.75 ms
[2022-04-21 02:22:05 main:581] : INFO : Epoch 1678 | loss: 0.031182 | val_loss: 0.0311881 | Time: 2170.11 ms
[2022-04-21 02:22:07 main:581] : INFO : Epoch 1679 | loss: 0.0311819 | val_loss: 0.0311857 | Time: 2155.19 ms
[2022-04-21 02:22:09 main:581] : INFO : Epoch 1680 | loss: 0.0311813 | val_loss: 0.031182 | Time: 2163.93 ms
[2022-04-21 02:22:11 main:581] : INFO : Epoch 1681 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 2123.48 ms
[2022-04-21 02:22:14 main:581] : INFO : Epoch 1682 | loss: 0.0311803 | val_loss: 0.0311818 | Time: 2104.07 ms
[2022-04-21 02:22:16 main:581] : INFO : Epoch 1683 | loss: 0.0311791 | val_loss: 0.031183 | Time: 2149.13 ms
[2022-04-21 02:22:18 main:581] : INFO : Epoch 1684 | loss: 0.0311789 | val_loss: 0.0311811 | Time: 2117.61 ms
[2022-04-21 02:22:20 main:581] : INFO : Epoch 1685 | loss: 0.0311781 | val_loss: 0.0311826 | Time: 2141.49 ms
[2022-04-21 02:22:22 main:581] : INFO : Epoch 1686 | loss: 0.0311796 | val_loss: 0.0311836 | Time: 2097.38 ms
[2022-04-21 02:22:24 main:581] : INFO : Epoch 1687 | loss: 0.031182 | val_loss: 0.0311865 | Time: 2090.53 ms
[2022-04-21 02:22:26 main:581] : INFO : Epoch 1688 | loss: 0.0311804 | val_loss: 0.031184 | Time: 2074.25 ms
[2022-04-21 02:22:28 main:581] : INFO : Epoch 1689 | loss: 0.0311774 | val_loss: 0.0311841 | Time: 2082.73 ms
[2022-04-21 02:22:30 main:581] : INFO : Epoch 1690 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 2094.79 ms
[2022-04-21 02:22:32 main:581] : INFO : Epoch 1691 | loss: 0.0311795 | val_loss: 0.0311815 | Time: 2128.7 ms
[2022-04-21 02:22:35 main:581] : INFO : Epoch 1692 | loss: 0.0311779 | val_loss: 0.0311813 | Time: 2141.54 ms
[2022-04-21 02:22:37 main:581] : INFO : Epoch 1693 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 2119.83 ms
[2022-04-21 02:22:39 main:581] : INFO : Epoch 1694 | loss: 0.0311763 | val_loss: 0.031181 | Time: 2101.02 ms
[2022-04-21 02:22:41 main:581] : INFO : Epoch 1695 | loss: 0.031178 | val_loss: 0.0311855 | Time: 2097.58 ms
[2022-04-21 02:22:43 main:581] : INFO : Epoch 1696 | loss: 0.0311777 | val_loss: 0.0311818 | Time: 2100.59 ms
[2022-04-21 02:22:45 main:581] : INFO : Epoch 1697 | loss: 0.0311758 | val_loss: 0.031182 | Time: 2161.45 ms
[2022-04-21 02:22:47 main:581] : INFO : Epoch 1698 | loss: 0.0311755 | val_loss: 0.0311837 | Time: 2074.31 ms
[2022-04-21 02:22:49 main:581] : INFO : Epoch 1699 | loss: 0.0311767 | val_loss: 0.0311842 | Time: 2089.3 ms
[2022-04-21 02:22:51 main:581] : INFO : Epoch 1700 | loss: 0.031179 | val_loss: 0.0311844 | Time: 2058.03 ms
[2022-04-21 02:22:54 main:581] : INFO : Epoch 1701 | loss: 0.0311783 | val_loss: 0.0311815 | Time: 2091.72 ms
[2022-04-21 02:22:56 main:581] : INFO : Epoch 1702 | loss: 0.0311778 | val_loss: 0.0311817 | Time: 2056.33 ms
[2022-04-21 02:22:58 main:581] : INFO : Epoch 1703 | loss: 0.0311776 | val_loss: 0.0311818 | Time: 2085.95 ms
[2022-04-21 02:23:00 main:581] : INFO : Epoch 1704 | loss: 0.031176 | val_loss: 0.0311816 | Time: 2095.83 ms
[2022-04-21 02:23:02 main:581] : INFO : Epoch 1705 | loss: 0.0311759 | val_loss: 0.0311836 | Time: 2127.11 ms
[2022-04-21 02:23:04 main:581] : INFO : Epoch 1706 | loss: 0.0311759 | val_loss: 0.0311815 | Time: 2092.55 ms
[2022-04-21 02:23:06 main:581] : INFO : Epoch 1707 | loss: 0.0311762 | val_loss: 0.0311819 | Time: 2083.5 ms
[2022-04-21 02:23:08 main:581] : INFO : Epoch 1708 | loss: 0.0311766 | val_loss: 0.0311818 | Time: 2125.53 ms
[2022-04-21 02:23:10 main:581] : INFO : Epoch 1709 | loss: 0.0311754 | val_loss: 0.0311806 | Time: 2137.43 ms
[2022-04-21 02:23:12 main:581] : INFO : Epoch 1710 | loss: 0.0311758 | val_loss: 0.0311797 | Time: 2122.25 ms
[2022-04-21 02:23:15 main:581] : INFO : Epoch 1711 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 2149.78 ms
[2022-04-21 02:23:17 main:581] : INFO : Epoch 1712 | loss: 0.0311747 | val_loss: 0.031182 | Time: 2135.03 ms
[2022-04-21 02:23:19 main:581] : INFO : Epoch 1713 | loss: 0.0311759 | val_loss: 0.0311813 | Time: 2128.95 ms
[2022-04-21 02:23:21 main:581] : INFO : Epoch 1714 | loss: 0.0311758 | val_loss: 0.0311825 | Time: 2152.49 ms
[2022-04-21 02:23:23 main:581] : INFO : Epoch 1715 | loss: 0.0311778 | val_loss: 0.0311858 | Time: 2107.36 ms
[2022-04-21 02:23:25 main:581] : INFO : Epoch 1716 | loss: 0.0311797 | val_loss: 0.0311829 | Time: 2148.21 ms
[2022-04-21 02:23:27 main:581] : INFO : Epoch 1717 | loss: 0.0311772 | val_loss: 0.0311826 | Time: 2126.82 ms
[2022-04-21 02:23:30 main:581] : INFO : Epoch 1718 | loss: 0.0311776 | val_loss: 0.0311811 | Time: 2114.41 ms
[2022-04-21 02:23:32 main:581] : INFO : Epoch 1719 | loss: 0.0311777 | val_loss: 0.0311825 | Time: 2103.54 ms
[2022-04-21 02:23:34 main:581] : INFO : Epoch 1720 | loss: 0.0311769 | val_loss: 0.0311817 | Time: 2120.32 ms
[2022-04-21 02:23:36 main:581] : INFO : Epoch 1721 | loss: 0.0311776 | val_loss: 0.0311818 | Time: 2113.4 ms
[2022-04-21 02:23:38 main:581] : INFO : Epoch 1722 | loss: 0.0311799 | val_loss: 0.03118 | Time: 2110.91 ms
[2022-04-21 02:23:40 main:581] : INFO : Epoch 1723 | loss: 0.0311794 | val_loss: 0.0311798 | Time: 2142.81 ms
[2022-04-21 02:23:42 main:581] : INFO : Epoch 1724 | loss: 0.0311843 | val_loss: 0.0311833 | Time: 2100.05 ms
[2022-04-21 02:23:44 main:581] : INFO : Epoch 1725 | loss: 0.0311803 | val_loss: 0.03118 | Time: 2134.46 ms
[2022-04-21 02:23:46 main:581] : INFO : Epoch 1726 | loss: 0.0311789 | val_loss: 0.0311795 | Time: 2123.4 ms
[2022-04-21 02:23:49 main:581] : INFO : Epoch 1727 | loss: 0.0311783 | val_loss: 0.0311795 | Time: 2163.35 ms
[2022-04-21 02:23:51 main:581] : INFO : Epoch 1728 | loss: 0.0311778 | val_loss: 0.0311799 | Time: 2138.79 ms
[2022-04-21 02:23:53 main:581] : INFO : Epoch 1729 | loss: 0.0311817 | val_loss: 0.0311814 | Time: 2124.26 ms
[2022-04-21 02:23:55 main:581] : INFO : Epoch 1730 | loss: 0.031179 | val_loss: 0.0311884 | Time: 2111.52 ms
[2022-04-21 02:23:57 main:581] : INFO : Epoch 1731 | loss: 0.0311811 | val_loss: 0.03118 | Time: 2120.5 ms
[2022-04-21 02:23:59 main:581] : INFO : Epoch 1732 | loss: 0.0311773 | val_loss: 0.0311792 | Time: 2122.99 ms
[2022-04-21 02:24:01 main:581] : INFO : Epoch 1733 | loss: 0.0311788 | val_loss: 0.0311793 | Time: 2121.12 ms
[2022-04-21 02:24:04 main:581] : INFO : Epoch 1734 | loss: 0.0311775 | val_loss: 0.0311787 | Time: 2112.29 ms
[2022-04-21 02:24:06 main:581] : INFO : Epoch 1735 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 2091.76 ms
[2022-04-21 02:24:08 main:581] : INFO : Epoch 1736 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 2097.96 ms
[2022-04-21 02:24:10 main:581] : INFO : Epoch 1737 | loss: 0.0311753 | val_loss: 0.0311793 | Time: 2078.84 ms
[2022-04-21 02:24:12 main:581] : INFO : Epoch 1738 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 2089.72 ms
[2022-04-21 02:24:14 main:581] : INFO : Epoch 1739 | loss: 0.031175 | val_loss: 0.0311788 | Time: 2101.45 ms
[2022-04-21 02:24:16 main:581] : INFO : Epoch 1740 | loss: 0.0311753 | val_loss: 0.0311779 | Time: 2088.12 ms
[2022-04-21 02:24:18 main:581] : INFO : Epoch 1741 | loss: 0.0311799 | val_loss: 0.0311825 | Time: 2105.18 ms
[2022-04-21 02:24:20 main:581] : INFO : Epoch 1742 | loss: 0.0311826 | val_loss: 0.0311819 | Time: 2079.42 ms
[2022-04-21 02:24:22 main:581] : INFO : Epoch 1743 | loss: 0.0311824 | val_loss: 0.0311828 | Time: 2093.62 ms
[2022-04-21 02:24:24 main:581] : INFO : Epoch 1744 | loss: 0.0311797 | val_loss: 0.0311836 | Time: 2095.32 ms
[2022-04-21 02:24:27 main:581] : INFO : Epoch 1745 | loss: 0.0311786 | val_loss: 0.0311834 | Time: 2163.73 ms
[2022-04-21 02:24:29 main:581] : INFO : Epoch 1746 | loss: 0.0311815 | val_loss: 0.0311821 | Time: 2098.35 ms
[2022-04-21 02:24:31 main:581] : INFO : Epoch 1747 | loss: 0.0311803 | val_loss: 0.0311806 | Time: 2108.25 ms
[2022-04-21 02:24:33 main:581] : INFO : Epoch 1748 | loss: 0.0311803 | val_loss: 0.0311802 | Time: 2156.1 ms
[2022-04-21 02:24:35 main:581] : INFO : Epoch 1749 | loss: 0.0311788 | val_loss: 0.0311805 | Time: 2126.46 ms
[2022-04-21 02:24:37 main:581] : INFO : Epoch 1750 | loss: 0.031178 | val_loss: 0.0311807 | Time: 2101.11 ms
[2022-04-21 02:24:39 main:581] : INFO : Epoch 1751 | loss: 0.0311787 | val_loss: 0.0311796 | Time: 2089.46 ms
[2022-04-21 02:24:41 main:581] : INFO : Epoch 1752 | loss: 0.0311783 | val_loss: 0.0311784 | Time: 2083.65 ms
[2022-04-21 02:24:43 main:581] : INFO : Epoch 1753 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 2126.04 ms
[2022-04-21 02:24:46 main:581] : INFO : Epoch 1754 | loss: 0.0311761 | val_loss: 0.0311769 | Time: 2111.47 ms
[2022-04-21 02:24:48 main:581] : INFO : Epoch 1755 | loss: 0.0311754 | val_loss: 0.0311773 | Time: 2118.59 ms
[2022-04-21 02:24:50 main:581] : INFO : Epoch 1756 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 2104.2 ms
[2022-04-21 02:24:52 main:581] : INFO : Epoch 1757 | loss: 0.0311749 | val_loss: 0.0311798 | Time: 2113.39 ms
[2022-04-21 02:24:54 main:581] : INFO : Epoch 1758 | loss: 0.031176 | val_loss: 0.031178 | Time: 2115.88 ms
[2022-04-21 02:24:56 main:581] : INFO : Epoch 1759 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 2101.89 ms
[2022-04-21 02:24:58 main:581] : INFO : Epoch 1760 | loss: 0.031175 | val_loss: 0.0311797 | Time: 2109 ms
[2022-04-21 02:25:00 main:581] : INFO : Epoch 1761 | loss: 0.0311747 | val_loss: 0.0311772 | Time: 2135.28 ms
[2022-04-21 02:25:03 main:581] : INFO : Epoch 1762 | loss: 0.0311729 | val_loss: 0.0311784 | Time: 2107.12 ms
[2022-04-21 02:25:05 main:581] : INFO : Epoch 1763 | loss: 0.0311739 | val_loss: 0.0311785 | Time: 2112.35 ms
[2022-04-21 02:25:07 main:581] : INFO : Epoch 1764 | loss: 0.0311735 | val_loss: 0.0311783 | Time: 2096.81 ms
[2022-04-21 02:25:09 main:581] : INFO : Epoch 1765 | loss: 0.0311734 | val_loss: 0.0311794 | Time: 2126.96 ms
[2022-04-21 02:25:11 main:581] : INFO : Epoch 1766 | loss: 0.0311939 | val_loss: 0.0311965 | Time: 2092.61 ms
[2022-04-21 02:25:13 main:581] : INFO : Epoch 1767 | loss: 0.0311988 | val_loss: 0.0311948 | Time: 2142.16 ms
[2022-04-21 02:25:15 main:581] : INFO : Epoch 1768 | loss: 0.0311971 | val_loss: 0.0311939 | Time: 2116.48 ms
[2022-04-21 02:25:17 main:581] : INFO : Epoch 1769 | loss: 0.031194 | val_loss: 0.0311929 | Time: 2100.65 ms
[2022-04-21 02:25:19 main:581] : INFO : Epoch 1770 | loss: 0.0311947 | val_loss: 0.0311958 | Time: 2121.88 ms
[2022-04-21 02:25:22 main:581] : INFO : Epoch 1771 | loss: 0.0311959 | val_loss: 0.0311977 | Time: 2115.32 ms
[2022-04-21 02:25:24 main:581] : INFO : Epoch 1772 | loss: 0.0311926 | val_loss: 0.031194 | Time: 2088.51 ms
[2022-04-21 02:25:26 main:581] : INFO : Epoch 1773 | loss: 0.0311913 | val_loss: 0.0311891 | Time: 2097.21 ms
[2022-04-21 02:25:28 main:581] : INFO : Epoch 1774 | loss: 0.0311883 | val_loss: 0.0311901 | Time: 2112.63 ms
[2022-04-21 02:25:30 main:581] : INFO : Epoch 1775 | loss: 0.0311908 | val_loss: 0.0311911 | Time: 2091.89 ms
[2022-04-21 02:25:32 main:581] : INFO : Epoch 1776 | loss: 0.0311916 | val_loss: 0.0311915 | Time: 2143.77 ms
[2022-04-21 02:25:34 main:581] : INFO : Epoch 1777 | loss: 0.0311901 | val_loss: 0.0311919 | Time: 2127.6 ms
[2022-04-21 02:25:36 main:581] : INFO : Epoch 1778 | loss: 0.0311893 | val_loss: 0.0311865 | Time: 2120.67 ms
[2022-04-21 02:25:38 main:581] : INFO : Epoch 1779 | loss: 0.0311869 | val_loss: 0.0311863 | Time: 2112.06 ms
[2022-04-21 02:25:41 main:581] : INFO : Epoch 1780 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 2123.67 ms
[2022-04-21 02:25:43 main:581] : INFO : Epoch 1781 | loss: 0.0311876 | val_loss: 0.0311886 | Time: 2146.07 ms
[2022-04-21 02:25:45 main:581] : INFO : Epoch 1782 | loss: 0.0311862 | val_loss: 0.0311871 | Time: 2162.37 ms
[2022-04-21 02:25:47 main:581] : INFO : Epoch 1783 | loss: 0.0311848 | val_loss: 0.0311844 | Time: 2122.47 ms
[2022-04-21 02:25:49 main:581] : INFO : Epoch 1784 | loss: 0.0311839 | val_loss: 0.031184 | Time: 2108.67 ms
[2022-04-21 02:25:51 main:581] : INFO : Epoch 1785 | loss: 0.0311842 | val_loss: 0.0311833 | Time: 2108.64 ms
[2022-04-21 02:25:53 main:581] : INFO : Epoch 1786 | loss: 0.0311831 | val_loss: 0.0311849 | Time: 2092.5 ms
[2022-04-21 02:25:55 main:581] : INFO : Epoch 1787 | loss: 0.0311832 | val_loss: 0.0311829 | Time: 2091.74 ms
[2022-04-21 02:25:57 main:581] : INFO : Epoch 1788 | loss: 0.0311832 | val_loss: 0.0311837 | Time: 2097.88 ms
[2022-04-21 02:26:00 main:581] : INFO : Epoch 1789 | loss: 0.0311841 | val_loss: 0.0311906 | Time: 2118.39 ms
[2022-04-21 02:26:02 main:581] : INFO : Epoch 1790 | loss: 0.0311847 | val_loss: 0.031185 | Time: 2123.58 ms
[2022-04-21 02:26:04 main:581] : INFO : Epoch 1791 | loss: 0.0311823 | val_loss: 0.0311888 | Time: 2121.75 ms
[2022-04-21 02:26:06 main:581] : INFO : Epoch 1792 | loss: 0.0311846 | val_loss: 0.031189 | Time: 2121.71 ms
[2022-04-21 02:26:08 main:581] : INFO : Epoch 1793 | loss: 0.0311836 | val_loss: 0.0311843 | Time: 2116.1 ms
[2022-04-21 02:26:10 main:581] : INFO : Epoch 1794 | loss: 0.0311826 | val_loss: 0.0311836 | Time: 2127.32 ms
[2022-04-21 02:26:12 main:581] : INFO : Epoch 1795 | loss: 0.0311817 | val_loss: 0.0311855 | Time: 2118.52 ms
[2022-04-21 02:26:14 main:581] : INFO : Epoch 1796 | loss: 0.0311814 | val_loss: 0.0311847 | Time: 2120.49 ms
[2022-04-21 02:26:17 main:581] : INFO : Epoch 1797 | loss: 0.0311818 | val_loss: 0.0311876 | Time: 2111.74 ms
[2022-04-21 02:26:19 main:581] : INFO : Epoch 1798 | loss: 0.0311816 | val_loss: 0.0311832 | Time: 2147.81 ms
[2022-04-21 02:26:21 main:581] : INFO : Epoch 1799 | loss: 0.0311813 | val_loss: 0.0311834 | Time: 2115.92 ms
[2022-04-21 02:26:23 main:581] : INFO : Epoch 1800 | loss: 0.031182 | val_loss: 0.0311843 | Time: 2133.59 ms
[2022-04-21 02:26:25 main:581] : INFO : Epoch 1801 | loss: 0.0311822 | val_loss: 0.0311832 | Time: 2119.89 ms
[2022-04-21 02:26:27 main:581] : INFO : Epoch 1802 | loss: 0.0311816 | val_loss: 0.0311823 | Time: 2118.06 ms
[2022-04-21 02:26:29 main:581] : INFO : Epoch 1803 | loss: 0.031181 | val_loss: 0.0311842 | Time: 2153.31 ms
[2022-04-21 02:26:31 main:581] : INFO : Epoch 1804 | loss: 0.0311825 | val_loss: 0.0311818 | Time: 2117.47 ms
[2022-04-21 02:26:34 main:581] : INFO : Epoch 1805 | loss: 0.0311823 | val_loss: 0.0311841 | Time: 2121.28 ms
[2022-04-21 02:26:36 main:581] : INFO : Epoch 1806 | loss: 0.0311813 | val_loss: 0.0311819 | Time: 2119.2 ms
[2022-04-21 02:26:38 main:581] : INFO : Epoch 1807 | loss: 0.0311799 | val_loss: 0.0311814 | Time: 2123.25 ms
[2022-04-21 02:26:40 main:581] : INFO : Epoch 1808 | loss: 0.0311794 | val_loss: 0.0311817 | Time: 2093.64 ms
[2022-04-21 02:26:42 main:581] : INFO : Epoch 1809 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 2130.65 ms
[2022-04-21 02:26:44 main:581] : INFO : Epoch 1810 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 2096.01 ms
[2022-04-21 02:26:46 main:581] : INFO : Epoch 1811 | loss: 0.0311787 | val_loss: 0.0311803 | Time: 2115.34 ms
[2022-04-21 02:26:48 main:581] : INFO : Epoch 1812 | loss: 0.0311787 | val_loss: 0.0311844 | Time: 2144.18 ms
[2022-04-21 02:26:51 main:581] : INFO : Epoch 1813 | loss: 0.03118 | val_loss: 0.0311835 | Time: 2168.78 ms
[2022-04-21 02:26:53 main:581] : INFO : Epoch 1814 | loss: 0.0311784 | val_loss: 0.0311802 | Time: 2157.42 ms
[2022-04-21 02:26:55 main:581] : INFO : Epoch 1815 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 2136.43 ms
[2022-04-21 02:26:57 main:581] : INFO : Epoch 1816 | loss: 0.0311785 | val_loss: 0.031183 | Time: 2121.24 ms
[2022-04-21 02:26:59 main:581] : INFO : Epoch 1817 | loss: 0.0311813 | val_loss: 0.0311803 | Time: 2164.15 ms
[2022-04-21 02:27:01 main:581] : INFO : Epoch 1818 | loss: 0.0311776 | val_loss: 0.0311803 | Time: 2162.89 ms
[2022-04-21 02:27:04 main:581] : INFO : Epoch 1819 | loss: 0.0311768 | val_loss: 0.031185 | Time: 2180.46 ms
[2022-04-21 02:27:06 main:581] : INFO : Epoch 1820 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 2157.07 ms
[2022-04-21 02:27:08 main:581] : INFO : Epoch 1821 | loss: 0.0311766 | val_loss: 0.0311804 | Time: 2107.58 ms
[2022-04-21 02:27:10 main:581] : INFO : Epoch 1822 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 2107.36 ms
[2022-04-21 02:27:12 main:581] : INFO : Epoch 1823 | loss: 0.0311771 | val_loss: 0.031181 | Time: 2094.69 ms
[2022-04-21 02:27:14 main:581] : INFO : Epoch 1824 | loss: 0.031177 | val_loss: 0.0311806 | Time: 2134.59 ms
[2022-04-21 02:27:16 main:581] : INFO : Epoch 1825 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 2095.47 ms
[2022-04-21 02:27:18 main:581] : INFO : Epoch 1826 | loss: 0.0311767 | val_loss: 0.0311793 | Time: 2096.35 ms
[2022-04-21 02:27:20 main:581] : INFO : Epoch 1827 | loss: 0.0311783 | val_loss: 0.0311811 | Time: 2129.73 ms
[2022-04-21 02:27:23 main:581] : INFO : Epoch 1828 | loss: 0.031177 | val_loss: 0.0311797 | Time: 2132.28 ms
[2022-04-21 02:27:25 main:581] : INFO : Epoch 1829 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 2141.05 ms
[2022-04-21 02:27:27 main:581] : INFO : Epoch 1830 | loss: 0.031177 | val_loss: 0.0311803 | Time: 2104 ms
[2022-04-21 02:27:29 main:581] : INFO : Epoch 1831 | loss: 0.0311767 | val_loss: 0.0311788 | Time: 2147.27 ms
[2022-04-21 02:27:31 main:581] : INFO : Epoch 1832 | loss: 0.0311769 | val_loss: 0.031181 | Time: 2119.03 ms
[2022-04-21 02:27:33 main:581] : INFO : Epoch 1833 | loss: 0.0311773 | val_loss: 0.0311813 | Time: 2115.52 ms
[2022-04-21 02:27:35 main:581] : INFO : Epoch 1834 | loss: 0.031178 | val_loss: 0.031193 | Time: 2112.34 ms
[2022-04-21 02:27:37 main:581] : INFO : Epoch 1835 | loss: 0.0311797 | val_loss: 0.0311843 | Time: 2128.81 ms
[2022-04-21 02:27:40 main:581] : INFO : Epoch 1836 | loss: 0.0311781 | val_loss: 0.0311801 | Time: 2132.71 ms
[2022-04-21 02:27:42 main:581] : INFO : Epoch 1837 | loss: 0.0311775 | val_loss: 0.0311833 | Time: 2126.18 ms
[2022-04-21 02:27:44 main:581] : INFO : Epoch 1838 | loss: 0.0311785 | val_loss: 0.0311857 | Time: 2128.89 ms
[2022-04-21 02:27:46 main:581] : INFO : Epoch 1839 | loss: 0.0311784 | val_loss: 0.0311805 | Time: 2128.88 ms
[2022-04-21 02:27:48 main:581] : INFO : Epoch 1840 | loss: 0.0311778 | val_loss: 0.0311806 | Time: 2106.7 ms
[2022-04-21 02:27:50 main:581] : INFO : Epoch 1841 | loss: 0.0311839 | val_loss: 0.0311813 | Time: 2106.98 ms
[2022-04-21 02:27:52 main:581] : INFO : Epoch 1842 | loss: 0.0311822 | val_loss: 0.0311807 | Time: 2124.48 ms
[2022-04-21 02:27:54 main:581] : INFO : Epoch 1843 | loss: 0.031181 | val_loss: 0.0311824 | Time: 2105.81 ms
[2022-04-21 02:27:57 main:581] : INFO : Epoch 1844 | loss: 0.0311806 | val_loss: 0.0311833 | Time: 2137.62 ms
[2022-04-21 02:27:59 main:581] : INFO : Epoch 1845 | loss: 0.0311802 | val_loss: 0.0311841 | Time: 2115.01 ms
[2022-04-21 02:28:01 main:581] : INFO : Epoch 1846 | loss: 0.031184 | val_loss: 0.0311851 | Time: 2169.55 ms
[2022-04-21 02:28:03 main:581] : INFO : Epoch 1847 | loss: 0.0311862 | val_loss: 0.0311849 | Time: 2146.29 ms
[2022-04-21 02:28:05 main:581] : INFO : Epoch 1848 | loss: 0.0311872 | val_loss: 0.0311858 | Time: 2124.68 ms
[2022-04-21 02:28:07 main:581] : INFO : Epoch 1849 | loss: 0.0311879 | val_loss: 0.0311827 | Time: 2123.53 ms
[2022-04-21 02:28:09 main:581] : INFO : Epoch 1850 | loss: 0.0311854 | val_loss: 0.0311813 | Time: 2069.7 ms
[2022-04-21 02:28:11 main:581] : INFO : Epoch 1851 | loss: 0.0311844 | val_loss: 0.0311821 | Time: 2128.23 ms
[2022-04-21 02:28:14 main:581] : INFO : Epoch 1852 | loss: 0.0311835 | val_loss: 0.0311804 | Time: 2083.47 ms
[2022-04-21 02:28:16 main:581] : INFO : Epoch 1853 | loss: 0.0311828 | val_loss: 0.0311806 | Time: 2151.28 ms
[2022-04-21 02:28:18 main:581] : INFO : Epoch 1854 | loss: 0.0311814 | val_loss: 0.0311798 | Time: 2107.52 ms
[2022-04-21 02:28:20 main:581] : INFO : Epoch 1855 | loss: 0.031181 | val_loss: 0.0311795 | Time: 2107.97 ms
[2022-04-21 02:28:22 main:581] : INFO : Epoch 1856 | loss: 0.031181 | val_loss: 0.0311796 | Time: 2102.47 ms
[2022-04-21 02:28:24 main:581] : INFO : Epoch 1857 | loss: 0.0311827 | val_loss: 0.0311807 | Time: 2131.48 ms
[2022-04-21 02:28:26 main:581] : INFO : Epoch 1858 | loss: 0.0311822 | val_loss: 0.031181 | Time: 2131.61 ms
[2022-04-21 02:28:28 main:581] : INFO : Epoch 1859 | loss: 0.0311812 | val_loss: 0.0311794 | Time: 2121.01 ms
[2022-04-21 02:28:31 main:581] : INFO : Epoch 1860 | loss: 0.0311805 | val_loss: 0.0311787 | Time: 2135.13 ms
[2022-04-21 02:28:33 main:581] : INFO : Epoch 1861 | loss: 0.0311793 | val_loss: 0.0311808 | Time: 2184.76 ms
[2022-04-21 02:28:35 main:581] : INFO : Epoch 1862 | loss: 0.0311798 | val_loss: 0.0311792 | Time: 2226.27 ms
[2022-04-21 02:28:37 main:581] : INFO : Epoch 1863 | loss: 0.0311793 | val_loss: 0.0311801 | Time: 2195.94 ms
[2022-04-21 02:28:39 main:581] : INFO : Epoch 1864 | loss: 0.0311793 | val_loss: 0.0311784 | Time: 2121.61 ms
[2022-04-21 02:28:41 main:581] : INFO : Epoch 1865 | loss: 0.0311813 | val_loss: 0.0311889 | Time: 2092.47 ms
[2022-04-21 02:28:43 main:581] : INFO : Epoch 1866 | loss: 0.031195 | val_loss: 0.0311945 | Time: 2091.04 ms
[2022-04-21 02:28:46 main:581] : INFO : Epoch 1867 | loss: 0.0313794 | val_loss: 0.0370209 | Time: 2126.38 ms
[2022-04-21 02:28:48 main:581] : INFO : Epoch 1868 | loss: 0.0375692 | val_loss: 0.0314283 | Time: 2126.33 ms
[2022-04-21 02:28:50 main:581] : INFO : Epoch 1869 | loss: 0.033728 | val_loss: 0.032731 | Time: 2077.49 ms
[2022-04-21 02:28:52 main:581] : INFO : Epoch 1870 | loss: 0.0319127 | val_loss: 0.0313903 | Time: 2126.52 ms
[2022-04-21 02:28:54 main:581] : INFO : Epoch 1871 | loss: 0.0312964 | val_loss: 0.0312471 | Time: 2116.11 ms
[2022-04-21 02:28:56 main:581] : INFO : Epoch 1872 | loss: 0.0312307 | val_loss: 0.0312193 | Time: 2106.16 ms
[2022-04-21 02:28:58 main:581] : INFO : Epoch 1873 | loss: 0.0312145 | val_loss: 0.0312052 | Time: 2128.46 ms
[2022-04-21 02:29:00 main:581] : INFO : Epoch 1874 | loss: 0.0312073 | val_loss: 0.0312027 | Time: 2134.55 ms
[2022-04-21 02:29:03 main:581] : INFO : Epoch 1875 | loss: 0.0312053 | val_loss: 0.0312007 | Time: 2133.63 ms
[2022-04-21 02:29:05 main:581] : INFO : Epoch 1876 | loss: 0.031203 | val_loss: 0.0311988 | Time: 2122.88 ms
[2022-04-21 02:29:07 main:581] : INFO : Epoch 1877 | loss: 0.0312017 | val_loss: 0.0311973 | Time: 2085.49 ms
[2022-04-21 02:29:09 main:581] : INFO : Epoch 1878 | loss: 0.0312005 | val_loss: 0.0311965 | Time: 2084.76 ms
[2022-04-21 02:29:11 main:581] : INFO : Epoch 1879 | loss: 0.0311991 | val_loss: 0.0311951 | Time: 2082.02 ms
[2022-04-21 02:29:13 main:581] : INFO : Epoch 1880 | loss: 0.0311963 | val_loss: 0.031191 | Time: 2136 ms
[2022-04-21 02:29:15 main:581] : INFO : Epoch 1881 | loss: 0.0311932 | val_loss: 0.0311892 | Time: 2115.16 ms
[2022-04-21 02:29:17 main:581] : INFO : Epoch 1882 | loss: 0.0311912 | val_loss: 0.0311877 | Time: 2091.54 ms
[2022-04-21 02:29:20 main:581] : INFO : Epoch 1883 | loss: 0.0311898 | val_loss: 0.0311863 | Time: 2267.61 ms
[2022-04-21 02:29:22 main:581] : INFO : Epoch 1884 | loss: 0.0311885 | val_loss: 0.0311852 | Time: 2198.22 ms
[2022-04-21 02:29:24 main:581] : INFO : Epoch 1885 | loss: 0.0311875 | val_loss: 0.0311853 | Time: 2107.1 ms
[2022-04-21 02:29:26 main:581] : INFO : Epoch 1886 | loss: 0.0311875 | val_loss: 0.0311868 | Time: 2173.02 ms
[2022-04-21 02:29:28 main:581] : INFO : Epoch 1887 | loss: 0.0311871 | val_loss: 0.0311851 | Time: 2079.14 ms
[2022-04-21 02:29:30 main:581] : INFO : Epoch 1888 | loss: 0.0311854 | val_loss: 0.0311856 | Time: 2078.14 ms
[2022-04-21 02:29:32 main:581] : INFO : Epoch 1889 | loss: 0.0311849 | val_loss: 0.0311841 | Time: 2077.81 ms
[2022-04-21 02:29:34 main:581] : INFO : Epoch 1890 | loss: 0.031186 | val_loss: 0.0311847 | Time: 2060.04 ms
[2022-04-21 02:29:36 main:581] : INFO : Epoch 1891 | loss: 0.0311858 | val_loss: 0.0311844 | Time: 2084.51 ms
[2022-04-21 02:29:38 main:581] : INFO : Epoch 1892 | loss: 0.0311856 | val_loss: 0.0311844 | Time: 2101.94 ms
[2022-04-21 02:29:41 main:581] : INFO : Epoch 1893 | loss: 0.031185 | val_loss: 0.0311837 | Time: 2083.81 ms
[2022-04-21 02:29:43 main:581] : INFO : Epoch 1894 | loss: 0.0311837 | val_loss: 0.0311839 | Time: 2087.81 ms
[2022-04-21 02:29:45 main:581] : INFO : Epoch 1895 | loss: 0.0311832 | val_loss: 0.0311831 | Time: 2106.88 ms
[2022-04-21 02:29:47 main:581] : INFO : Epoch 1896 | loss: 0.0311825 | val_loss: 0.0311827 | Time: 2106.12 ms
[2022-04-21 02:29:49 main:581] : INFO : Epoch 1897 | loss: 0.0311841 | val_loss: 0.0311847 | Time: 2098.67 ms
[2022-04-21 02:29:51 main:581] : INFO : Epoch 1898 | loss: 0.0311859 | val_loss: 0.0311832 | Time: 2107.43 ms
[2022-04-21 02:29:53 main:581] : INFO : Epoch 1899 | loss: 0.0311846 | val_loss: 0.0311832 | Time: 2138.11 ms
[2022-04-21 02:29:55 main:581] : INFO : Epoch 1900 | loss: 0.0311831 | val_loss: 0.0311833 | Time: 2073.42 ms
[2022-04-21 02:29:57 main:581] : INFO : Epoch 1901 | loss: 0.0311825 | val_loss: 0.0311831 | Time: 2070.77 ms
[2022-04-21 02:29:59 main:581] : INFO : Epoch 1902 | loss: 0.031182 | val_loss: 0.0311829 | Time: 2125.49 ms
[2022-04-21 02:30:02 main:581] : INFO : Epoch 1903 | loss: 0.0311817 | val_loss: 0.0311821 | Time: 2150.08 ms
[2022-04-21 02:30:04 main:581] : INFO : Epoch 1904 | loss: 0.0311804 | val_loss: 0.0311813 | Time: 2059.97 ms
[2022-04-21 02:30:06 main:581] : INFO : Epoch 1905 | loss: 0.0311799 | val_loss: 0.0311811 | Time: 2100.51 ms
[2022-04-21 02:30:08 main:581] : INFO : Epoch 1906 | loss: 0.0311796 | val_loss: 0.0311809 | Time: 2091.16 ms
[2022-04-21 02:30:10 main:581] : INFO : Epoch 1907 | loss: 0.031179 | val_loss: 0.0311809 | Time: 2078.62 ms
[2022-04-21 02:30:12 main:581] : INFO : Epoch 1908 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 2095.15 ms
[2022-04-21 02:30:14 main:581] : INFO : Epoch 1909 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 2103.67 ms
[2022-04-21 02:30:16 main:581] : INFO : Epoch 1910 | loss: 0.0311782 | val_loss: 0.0311806 | Time: 2102.57 ms
[2022-04-21 02:30:18 main:581] : INFO : Epoch 1911 | loss: 0.0311779 | val_loss: 0.0311805 | Time: 2099.86 ms
[2022-04-21 02:30:21 main:581] : INFO : Epoch 1912 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 2153.81 ms
[2022-04-21 02:30:23 main:581] : INFO : Epoch 1913 | loss: 0.0311774 | val_loss: 0.031181 | Time: 2114.66 ms
[2022-04-21 02:30:25 main:581] : INFO : Epoch 1914 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 2143.18 ms
[2022-04-21 02:30:27 main:581] : INFO : Epoch 1915 | loss: 0.0311791 | val_loss: 0.0311821 | Time: 2133.83 ms
[2022-04-21 02:30:29 main:581] : INFO : Epoch 1916 | loss: 0.0311812 | val_loss: 0.031183 | Time: 2111.39 ms
[2022-04-21 02:30:31 main:581] : INFO : Epoch 1917 | loss: 0.0311826 | val_loss: 0.0311816 | Time: 2116.08 ms
[2022-04-21 02:30:33 main:581] : INFO : Epoch 1918 | loss: 0.0311814 | val_loss: 0.0311809 | Time: 2107.36 ms
[2022-04-21 02:30:35 main:581] : INFO : Epoch 1919 | loss: 0.0311814 | val_loss: 0.0311805 | Time: 2104.15 ms
[2022-04-21 02:30:37 main:581] : INFO : Epoch 1920 | loss: 0.031181 | val_loss: 0.0311799 | Time: 2079.61 ms
[2022-04-21 02:30:40 main:581] : INFO : Epoch 1921 | loss: 0.0311817 | val_loss: 0.0311792 | Time: 2096.47 ms
[2022-04-21 02:30:42 main:581] : INFO : Epoch 1922 | loss: 0.0311827 | val_loss: 0.0311804 | Time: 2066.71 ms
[2022-04-21 02:30:44 main:581] : INFO : Epoch 1923 | loss: 0.0311808 | val_loss: 0.0311783 | Time: 2124.22 ms
[2022-04-21 02:30:46 main:581] : INFO : Epoch 1924 | loss: 0.0311799 | val_loss: 0.0311784 | Time: 2098.07 ms
[2022-04-21 02:30:48 main:581] : INFO : Epoch 1925 | loss: 0.0311795 | val_loss: 0.0311771 | Time: 2109.82 ms
[2022-04-21 02:30:50 main:581] : INFO : Epoch 1926 | loss: 0.0311795 | val_loss: 0.0311766 | Time: 2105.33 ms
[2022-04-21 02:30:52 main:581] : INFO : Epoch 1927 | loss: 0.0311791 | val_loss: 0.031176 | Time: 2085.53 ms
[2022-04-21 02:30:54 main:581] : INFO : Epoch 1928 | loss: 0.0311781 | val_loss: 0.0311764 | Time: 2101.8 ms
[2022-04-21 02:30:56 main:581] : INFO : Epoch 1929 | loss: 0.0311779 | val_loss: 0.0311774 | Time: 2081.59 ms
[2022-04-21 02:30:58 main:581] : INFO : Epoch 1930 | loss: 0.031178 | val_loss: 0.031177 | Time: 2125.73 ms
[2022-04-21 02:31:01 main:581] : INFO : Epoch 1931 | loss: 0.0311787 | val_loss: 0.0311772 | Time: 2164.34 ms
[2022-04-21 02:31:03 main:581] : INFO : Epoch 1932 | loss: 0.0311776 | val_loss: 0.031177 | Time: 2165.63 ms
[2022-04-21 02:31:05 main:581] : INFO : Epoch 1933 | loss: 0.0311766 | val_loss: 0.0311771 | Time: 2142.31 ms
[2022-04-21 02:31:07 main:581] : INFO : Epoch 1934 | loss: 0.0311765 | val_loss: 0.0311763 | Time: 2104.83 ms
[2022-04-21 02:31:09 main:581] : INFO : Epoch 1935 | loss: 0.0311761 | val_loss: 0.0311764 | Time: 2134.54 ms
[2022-04-21 02:31:11 main:581] : INFO : Epoch 1936 | loss: 0.0311769 | val_loss: 0.0311793 | Time: 2109.97 ms
[2022-04-21 02:31:13 main:581] : INFO : Epoch 1937 | loss: 0.0311776 | val_loss: 0.0311783 | Time: 2085.82 ms
[2022-04-21 02:31:15 main:581] : INFO : Epoch 1938 | loss: 0.0311776 | val_loss: 0.0311781 | Time: 2100.51 ms
[2022-04-21 02:31:18 main:581] : INFO : Epoch 1939 | loss: 0.0311768 | val_loss: 0.0311803 | Time: 2116.66 ms
[2022-04-21 02:31:20 main:581] : INFO : Epoch 1940 | loss: 0.0311779 | val_loss: 0.0311786 | Time: 2108.27 ms
[2022-04-21 02:31:22 main:581] : INFO : Epoch 1941 | loss: 0.0311778 | val_loss: 0.0311779 | Time: 2108.83 ms
[2022-04-21 02:31:24 main:581] : INFO : Epoch 1942 | loss: 0.0311775 | val_loss: 0.0311783 | Time: 2132.86 ms
[2022-04-21 02:31:26 main:581] : INFO : Epoch 1943 | loss: 0.0311769 | val_loss: 0.0311775 | Time: 2161.12 ms
[2022-04-21 02:31:28 main:581] : INFO : Epoch 1944 | loss: 0.0311766 | val_loss: 0.0311775 | Time: 2107.24 ms
[2022-04-21 02:31:30 main:581] : INFO : Epoch 1945 | loss: 0.0311761 | val_loss: 0.031177 | Time: 2134.28 ms
[2022-04-21 02:31:32 main:581] : INFO : Epoch 1946 | loss: 0.031176 | val_loss: 0.0311772 | Time: 2100.81 ms
[2022-04-21 02:31:35 main:581] : INFO : Epoch 1947 | loss: 0.0311752 | val_loss: 0.0311768 | Time: 2115.95 ms
[2022-04-21 02:31:37 main:581] : INFO : Epoch 1948 | loss: 0.0311752 | val_loss: 0.0311766 | Time: 2120.4 ms
[2022-04-21 02:31:39 main:581] : INFO : Epoch 1949 | loss: 0.0311757 | val_loss: 0.0311772 | Time: 2085.3 ms
[2022-04-21 02:31:41 main:581] : INFO : Epoch 1950 | loss: 0.0311756 | val_loss: 0.0311783 | Time: 2126.27 ms
[2022-04-21 02:31:43 main:581] : INFO : Epoch 1951 | loss: 0.0311764 | val_loss: 0.0311767 | Time: 2133.07 ms
[2022-04-21 02:31:45 main:581] : INFO : Epoch 1952 | loss: 0.031175 | val_loss: 0.0311759 | Time: 2122.33 ms
[2022-04-21 02:31:47 main:581] : INFO : Epoch 1953 | loss: 0.0311746 | val_loss: 0.0311762 | Time: 2116.49 ms
[2022-04-21 02:31:49 main:581] : INFO : Epoch 1954 | loss: 0.0311751 | val_loss: 0.0311766 | Time: 2135.95 ms
[2022-04-21 02:31:52 main:581] : INFO : Epoch 1955 | loss: 0.0311749 | val_loss: 0.0311765 | Time: 2158.56 ms
[2022-04-21 02:31:54 main:581] : INFO : Epoch 1956 | loss: 0.0311746 | val_loss: 0.0311766 | Time: 2124.73 ms
[2022-04-21 02:31:56 main:581] : INFO : Epoch 1957 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 2100.58 ms
[2022-04-21 02:31:58 main:581] : INFO : Epoch 1958 | loss: 0.0311739 | val_loss: 0.0311772 | Time: 2093.07 ms
[2022-04-21 02:32:00 main:581] : INFO : Epoch 1959 | loss: 0.0311749 | val_loss: 0.0311786 | Time: 2133.23 ms
[2022-04-21 02:32:02 main:581] : INFO : Epoch 1960 | loss: 0.0311758 | val_loss: 0.0311772 | Time: 2121.95 ms
[2022-04-21 02:32:04 main:581] : INFO : Epoch 1961 | loss: 0.0311751 | val_loss: 0.031178 | Time: 2114.53 ms
[2022-04-21 02:32:06 main:581] : INFO : Epoch 1962 | loss: 0.0311752 | val_loss: 0.0311779 | Time: 2131.72 ms
[2022-04-21 02:32:09 main:581] : INFO : Epoch 1963 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 2146 ms
[2022-04-21 02:32:11 main:581] : INFO : Epoch 1964 | loss: 0.0311738 | val_loss: 0.0311776 | Time: 2128.97 ms
[2022-04-21 02:32:13 main:581] : INFO : Epoch 1965 | loss: 0.0311746 | val_loss: 0.0311795 | Time: 2152.64 ms
[2022-04-21 02:32:15 main:581] : INFO : Epoch 1966 | loss: 0.0311769 | val_loss: 0.031179 | Time: 2169.92 ms
[2022-04-21 02:32:17 main:581] : INFO : Epoch 1967 | loss: 0.031179 | val_loss: 0.0311772 | Time: 2142.99 ms
[2022-04-21 02:32:19 main:581] : INFO : Epoch 1968 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 2124.05 ms
[2022-04-21 02:32:21 main:581] : INFO : Epoch 1969 | loss: 0.031178 | val_loss: 0.031177 | Time: 2123.67 ms
[2022-04-21 02:32:23 main:581] : INFO : Epoch 1970 | loss: 0.0311769 | val_loss: 0.0311771 | Time: 2132.78 ms
[2022-04-21 02:32:26 main:581] : INFO : Epoch 1971 | loss: 0.0311763 | val_loss: 0.0311764 | Time: 2122.57 ms
[2022-04-21 02:32:28 main:581] : INFO : Epoch 1972 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 2164.64 ms
[2022-04-21 02:32:30 main:581] : INFO : Epoch 1973 | loss: 0.0311754 | val_loss: 0.0311771 | Time: 2131.22 ms
[2022-04-21 02:32:32 main:581] : INFO : Epoch 1974 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 2136.25 ms
[2022-04-21 02:32:34 main:581] : INFO : Epoch 1975 | loss: 0.0311767 | val_loss: 0.0311781 | Time: 2121.38 ms
[2022-04-21 02:32:36 main:581] : INFO : Epoch 1976 | loss: 0.031175 | val_loss: 0.0311775 | Time: 2089.18 ms
[2022-04-21 02:32:38 main:581] : INFO : Epoch 1977 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 2103.19 ms
[2022-04-21 02:32:40 main:581] : INFO : Epoch 1978 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 2105.75 ms
[2022-04-21 02:32:43 main:581] : INFO : Epoch 1979 | loss: 0.0311752 | val_loss: 0.0311771 | Time: 2082.1 ms
[2022-04-21 02:32:45 main:581] : INFO : Epoch 1980 | loss: 0.0311738 | val_loss: 0.0311765 | Time: 2119.13 ms
[2022-04-21 02:32:47 main:581] : INFO : Epoch 1981 | loss: 0.0311737 | val_loss: 0.0311758 | Time: 2094.03 ms
[2022-04-21 02:32:49 main:581] : INFO : Epoch 1982 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 2103.52 ms
[2022-04-21 02:32:51 main:581] : INFO : Epoch 1983 | loss: 0.0311727 | val_loss: 0.0311799 | Time: 2113.06 ms
[2022-04-21 02:32:53 main:581] : INFO : Epoch 1984 | loss: 0.0311734 | val_loss: 0.0311765 | Time: 2082.58 ms
[2022-04-21 02:32:55 main:581] : INFO : Epoch 1985 | loss: 0.0311719 | val_loss: 0.031177 | Time: 2188.57 ms
[2022-04-21 02:32:57 main:581] : INFO : Epoch 1986 | loss: 0.031172 | val_loss: 0.0311766 | Time: 2086.38 ms
[2022-04-21 02:32:59 main:581] : INFO : Epoch 1987 | loss: 0.0311715 | val_loss: 0.0311768 | Time: 2122.96 ms
[2022-04-21 02:33:02 main:581] : INFO : Epoch 1988 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 2139.65 ms
[2022-04-21 02:33:04 main:581] : INFO : Epoch 1989 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 2115.59 ms
[2022-04-21 02:33:06 main:581] : INFO : Epoch 1990 | loss: 0.0311716 | val_loss: 0.0311768 | Time: 2099.62 ms
[2022-04-21 02:33:08 main:581] : INFO : Epoch 1991 | loss: 0.0311721 | val_loss: 0.0311778 | Time: 2078.23 ms
[2022-04-21 02:33:10 main:581] : INFO : Epoch 1992 | loss: 0.0311712 | val_loss: 0.0311778 | Time: 2109.05 ms
[2022-04-21 02:33:12 main:581] : INFO : Epoch 1993 | loss: 0.031172 | val_loss: 0.0311773 | Time: 2096.21 ms
[2022-04-21 02:33:14 main:581] : INFO : Epoch 1994 | loss: 0.0311718 | val_loss: 0.0311772 | Time: 2118.77 ms
[2022-04-21 02:33:16 main:581] : INFO : Epoch 1995 | loss: 0.0311716 | val_loss: 0.031176 | Time: 2116.75 ms
[2022-04-21 02:33:18 main:581] : INFO : Epoch 1996 | loss: 0.0311709 | val_loss: 0.031178 | Time: 2116.96 ms
[2022-04-21 02:33:21 main:581] : INFO : Epoch 1997 | loss: 0.0311714 | val_loss: 0.0311756 | Time: 2118.23 ms
[2022-04-21 02:33:23 main:581] : INFO : Epoch 1998 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 2147.82 ms
[2022-04-21 02:33:25 main:581] : INFO : Epoch 1999 | loss: 0.0311704 | val_loss: 0.0311767 | Time: 2108.87 ms
[2022-04-21 02:33:27 main:581] : INFO : Epoch 2000 | loss: 0.0311705 | val_loss: 0.0311784 | Time: 2135.44 ms
[2022-04-21 02:33:29 main:581] : INFO : Epoch 2001 | loss: 0.0311706 | val_loss: 0.0311826 | Time: 2174.69 ms
[2022-04-21 02:33:31 main:581] : INFO : Epoch 2002 | loss: 0.0311703 | val_loss: 0.0311756 | Time: 2122.38 ms
[2022-04-21 02:33:33 main:581] : INFO : Epoch 2003 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 2115.79 ms
[2022-04-21 02:33:36 main:581] : INFO : Epoch 2004 | loss: 0.0311697 | val_loss: 0.031177 | Time: 2152.97 ms
[2022-04-21 02:33:38 main:581] : INFO : Epoch 2005 | loss: 0.03117 | val_loss: 0.0311765 | Time: 2128.84 ms
[2022-04-21 02:33:40 main:581] : INFO : Epoch 2006 | loss: 0.0311697 | val_loss: 0.0311755 | Time: 2095.61 ms
[2022-04-21 02:33:42 main:581] : INFO : Epoch 2007 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 2120.13 ms
[2022-04-21 02:33:44 main:581] : INFO : Epoch 2008 | loss: 0.0311699 | val_loss: 0.0311771 | Time: 2126.92 ms
[2022-04-21 02:33:46 main:581] : INFO : Epoch 2009 | loss: 0.0311716 | val_loss: 0.0311786 | Time: 2115.34 ms
[2022-04-21 02:33:48 main:581] : INFO : Epoch 2010 | loss: 0.0311729 | val_loss: 0.0311782 | Time: 2099.28 ms
[2022-04-21 02:33:50 main:581] : INFO : Epoch 2011 | loss: 0.0311719 | val_loss: 0.0311763 | Time: 2096.72 ms
[2022-04-21 02:33:52 main:581] : INFO : Epoch 2012 | loss: 0.0311727 | val_loss: 0.0311795 | Time: 2170.25 ms
[2022-04-21 02:33:55 main:581] : INFO : Epoch 2013 | loss: 0.0311753 | val_loss: 0.0311812 | Time: 2130.94 ms
[2022-04-21 02:33:57 main:581] : INFO : Epoch 2014 | loss: 0.0311772 | val_loss: 0.0311781 | Time: 2129.67 ms
[2022-04-21 02:33:59 main:581] : INFO : Epoch 2015 | loss: 0.0311743 | val_loss: 0.031177 | Time: 2132.33 ms
[2022-04-21 02:34:01 main:581] : INFO : Epoch 2016 | loss: 0.0311735 | val_loss: 0.0311753 | Time: 2170.79 ms
[2022-04-21 02:34:03 main:581] : INFO : Epoch 2017 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 2163.73 ms
[2022-04-21 02:34:05 main:581] : INFO : Epoch 2018 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 2121.04 ms
[2022-04-21 02:34:07 main:581] : INFO : Epoch 2019 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 2109.22 ms
[2022-04-21 02:34:10 main:581] : INFO : Epoch 2020 | loss: 0.0311734 | val_loss: 0.031177 | Time: 2120.31 ms
[2022-04-21 02:34:12 main:581] : INFO : Epoch 2021 | loss: 0.031172 | val_loss: 0.0311769 | Time: 2089.73 ms
[2022-04-21 02:34:14 main:581] : INFO : Epoch 2022 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 2124.07 ms
[2022-04-21 02:34:16 main:581] : INFO : Epoch 2023 | loss: 0.0311733 | val_loss: 0.0311767 | Time: 2101.83 ms
[2022-04-21 02:34:18 main:581] : INFO : Epoch 2024 | loss: 0.0311726 | val_loss: 0.0311756 | Time: 2119.22 ms
[2022-04-21 02:34:20 main:581] : INFO : Epoch 2025 | loss: 0.0311732 | val_loss: 0.0311776 | Time: 2116.08 ms
[2022-04-21 02:34:22 main:581] : INFO : Epoch 2026 | loss: 0.0311724 | val_loss: 0.031175 | Time: 2126.53 ms
[2022-04-21 02:34:24 main:581] : INFO : Epoch 2027 | loss: 0.0311717 | val_loss: 0.0311751 | Time: 2138.83 ms
[2022-04-21 02:34:27 main:581] : INFO : Epoch 2028 | loss: 0.0311716 | val_loss: 0.0311752 | Time: 2122.82 ms
[2022-04-21 02:34:29 main:581] : INFO : Epoch 2029 | loss: 0.0311716 | val_loss: 0.0311745 | Time: 2161.78 ms
[2022-04-21 02:34:31 main:581] : INFO : Epoch 2030 | loss: 0.0311711 | val_loss: 0.031175 | Time: 2219.17 ms
[2022-04-21 02:34:33 main:581] : INFO : Epoch 2031 | loss: 0.0311735 | val_loss: 0.0311769 | Time: 2140.29 ms
[2022-04-21 02:34:35 main:581] : INFO : Epoch 2032 | loss: 0.0311718 | val_loss: 0.0311748 | Time: 2161.24 ms
[2022-04-21 02:34:37 main:581] : INFO : Epoch 2033 | loss: 0.0311708 | val_loss: 0.0311754 | Time: 2127.09 ms
[2022-04-21 02:34:39 main:581] : INFO : Epoch 2034 | loss: 0.0311719 | val_loss: 0.0311738 | Time: 2123.33 ms
[2022-04-21 02:34:42 main:581] : INFO : Epoch 2035 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 2134.26 ms
[2022-04-21 02:34:44 main:581] : INFO : Epoch 2036 | loss: 0.0311698 | val_loss: 0.0311737 | Time: 2132.17 ms
[2022-04-21 02:34:46 main:581] : INFO : Epoch 2037 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 2183.38 ms
[2022-04-21 02:34:48 main:581] : INFO : Epoch 2038 | loss: 0.0311694 | val_loss: 0.0311741 | Time: 2129.94 ms
[2022-04-21 02:34:50 main:581] : INFO : Epoch 2039 | loss: 0.0311704 | val_loss: 0.0311777 | Time: 2108.22 ms
[2022-04-21 02:34:52 main:581] : INFO : Epoch 2040 | loss: 0.0311773 | val_loss: 0.0311793 | Time: 2177.24 ms
[2022-04-21 02:34:54 main:581] : INFO : Epoch 2041 | loss: 0.0311771 | val_loss: 0.0311751 | Time: 2133.84 ms
[2022-04-21 02:34:57 main:581] : INFO : Epoch 2042 | loss: 0.0311753 | val_loss: 0.0311749 | Time: 2133.02 ms
[2022-04-21 02:34:59 main:581] : INFO : Epoch 2043 | loss: 0.0311747 | val_loss: 0.0311759 | Time: 2166.18 ms
[2022-04-21 02:35:01 main:581] : INFO : Epoch 2044 | loss: 0.0311739 | val_loss: 0.031175 | Time: 2169.9 ms
[2022-04-21 02:35:03 main:581] : INFO : Epoch 2045 | loss: 0.0311736 | val_loss: 0.0311744 | Time: 2157.86 ms
[2022-04-21 02:35:05 main:581] : INFO : Epoch 2046 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 2168.16 ms
[2022-04-21 02:35:07 main:581] : INFO : Epoch 2047 | loss: 0.0311747 | val_loss: 0.0311739 | Time: 2147.42 ms
[2022-04-21 02:35:10 main:581] : INFO : Epoch 2048 | loss: 0.0311743 | val_loss: 0.0311754 | Time: 2144.9 ms
[2022-04-21 02:35:10 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311754
[2022-04-21 02:35:10 main:610] : INFO : Saving end state to config to file
[2022-04-21 02:35:10 main:615] : INFO : Success, exiting..
02:35:10 (1363077): 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)