Task 14624236
| Name | ParityModified-1647049179-25819-2-0_1 |
| Workunit | 11617772 |
| Created | 18 Apr 2022, 22:12:23 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 19 Apr 2022, 1:58:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 13 min 40 sec |
| CPU time | 1 hours 13 min 37 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> 4 main:581] : INFO : Epoch 1538 | loss: 0.0311639 | val_loss: 0.0311806 | Time: 2167.67 ms [2022-04-19 02:39:56 main:581] : INFO : Epoch 1539 | loss: 0.031165 | val_loss: 0.0311787 | Time: 2177.31 ms [2022-04-19 02:39:59 main:581] : INFO : Epoch 1540 | loss: 0.0311656 | val_loss: 0.031189 | Time: 2160.26 ms [2022-04-19 02:40:01 main:581] : INFO : Epoch 1541 | loss: 0.0311903 | val_loss: 0.0312019 | Time: 2190.29 ms [2022-04-19 02:40:03 main:581] : INFO : Epoch 1542 | loss: 0.0312017 | val_loss: 0.0311969 | Time: 2179.07 ms [2022-04-19 02:40:05 main:581] : INFO : Epoch 1543 | loss: 0.0311941 | val_loss: 0.0311953 | Time: 2172.42 ms [2022-04-19 02:40:07 main:581] : INFO : Epoch 1544 | loss: 0.0311905 | val_loss: 0.0311964 | Time: 2185.42 ms [2022-04-19 02:40:09 main:581] : INFO : Epoch 1545 | loss: 0.0311917 | val_loss: 0.0311921 | Time: 2186.66 ms [2022-04-19 02:40:12 main:581] : INFO : Epoch 1546 | loss: 0.0311888 | val_loss: 0.031193 | Time: 2175.67 ms [2022-04-19 02:40:14 main:581] : INFO : Epoch 1547 | loss: 0.0311884 | val_loss: 0.0311948 | Time: 2165.78 ms [2022-04-19 02:40:16 main:581] : INFO : Epoch 1548 | loss: 0.0311856 | val_loss: 0.0311899 | Time: 2167.68 ms [2022-04-19 02:40:18 main:581] : INFO : Epoch 1549 | loss: 0.0311839 | val_loss: 0.0311925 | Time: 2177.32 ms [2022-04-19 02:40:20 main:581] : INFO : Epoch 1550 | loss: 0.0311822 | val_loss: 0.0311909 | Time: 2188.21 ms [2022-04-19 02:40:23 main:581] : INFO : Epoch 1551 | loss: 0.0311822 | val_loss: 0.0311909 | Time: 2180 ms [2022-04-19 02:40:25 main:581] : INFO : Epoch 1552 | loss: 0.0311806 | val_loss: 0.0311898 | Time: 2173.7 ms [2022-04-19 02:40:27 main:581] : INFO : Epoch 1553 | loss: 0.0311804 | val_loss: 0.0311906 | Time: 2178.36 ms [2022-04-19 02:40:29 main:581] : INFO : Epoch 1554 | loss: 0.0311802 | val_loss: 0.0311897 | Time: 2141.53 ms [2022-04-19 02:40:31 main:581] : INFO : Epoch 1555 | loss: 0.0311788 | val_loss: 0.0311911 | Time: 2170.59 ms [2022-04-19 02:40:33 main:581] : INFO : Epoch 1556 | loss: 0.0311788 | val_loss: 0.03119 | Time: 2177.92 ms [2022-04-19 02:40:36 main:581] : INFO : Epoch 1557 | loss: 0.0311778 | val_loss: 0.0311891 | Time: 2177.39 ms [2022-04-19 02:40:38 main:581] : INFO : Epoch 1558 | loss: 0.031177 | val_loss: 0.0311894 | Time: 2174.79 ms [2022-04-19 02:40:40 main:581] : INFO : Epoch 1559 | loss: 0.0311782 | val_loss: 0.0311909 | Time: 2187.19 ms [2022-04-19 02:40:42 main:581] : INFO : Epoch 1560 | loss: 0.0311777 | val_loss: 0.0311899 | Time: 2177.2 ms [2022-04-19 02:40:44 main:581] : INFO : Epoch 1561 | loss: 0.0311785 | val_loss: 0.0311888 | Time: 2178.91 ms [2022-04-19 02:40:46 main:581] : INFO : Epoch 1562 | loss: 0.0311775 | val_loss: 0.0311895 | Time: 2172.6 ms [2022-04-19 02:40:49 main:581] : INFO : Epoch 1563 | loss: 0.0311758 | val_loss: 0.0311904 | Time: 2168.44 ms [2022-04-19 02:40:51 main:581] : INFO : Epoch 1564 | loss: 0.0311751 | val_loss: 0.0311901 | Time: 2163.91 ms [2022-04-19 02:40:53 main:581] : INFO : Epoch 1565 | loss: 0.0311753 | val_loss: 0.0311935 | Time: 2149.91 ms [2022-04-19 02:40:55 main:581] : INFO : Epoch 1566 | loss: 0.0311787 | val_loss: 0.0311964 | Time: 2160.21 ms [2022-04-19 02:40:57 main:581] : INFO : Epoch 1567 | loss: 0.0311771 | val_loss: 0.0311961 | Time: 2156.19 ms [2022-04-19 02:40:59 main:581] : INFO : Epoch 1568 | loss: 0.0311751 | val_loss: 0.0311934 | Time: 2161.23 ms [2022-04-19 02:41:02 main:581] : INFO : Epoch 1569 | loss: 0.0311764 | val_loss: 0.0311915 | Time: 2167.01 ms [2022-04-19 02:41:04 main:581] : INFO : Epoch 1570 | loss: 0.0311769 | val_loss: 0.0311931 | Time: 2146.55 ms [2022-04-19 02:41:06 main:581] : INFO : Epoch 1571 | loss: 0.0311748 | val_loss: 0.0311908 | Time: 2156.16 ms [2022-04-19 02:41:08 main:581] : INFO : Epoch 1572 | loss: 0.0311746 | val_loss: 0.0311929 | Time: 2161.1 ms [2022-04-19 02:41:10 main:581] : INFO : Epoch 1573 | loss: 0.0311776 | val_loss: 0.031197 | Time: 2184.54 ms [2022-04-19 02:41:12 main:581] : INFO : Epoch 1574 | loss: 0.0311751 | val_loss: 0.031195 | Time: 2158.14 ms [2022-04-19 02:41:15 main:581] : INFO : Epoch 1575 | loss: 0.0311788 | val_loss: 0.0311926 | Time: 2163.37 ms [2022-04-19 02:41:17 main:581] : INFO : Epoch 1576 | loss: 0.0311749 | val_loss: 0.0311922 | Time: 2158.02 ms [2022-04-19 02:41:19 main:581] : INFO : Epoch 1577 | loss: 0.031174 | val_loss: 0.031192 | Time: 2170.53 ms [2022-04-19 02:41:21 main:581] : INFO : Epoch 1578 | loss: 0.0311741 | val_loss: 0.031189 | Time: 2159.85 ms [2022-04-19 02:41:23 main:581] : INFO : Epoch 1579 | loss: 0.0311735 | val_loss: 0.0311895 | Time: 2157.97 ms [2022-04-19 02:41:25 main:581] : INFO : Epoch 1580 | loss: 0.0311721 | val_loss: 0.0311891 | Time: 2153.74 ms [2022-04-19 02:41:27 main:581] : INFO : Epoch 1581 | loss: 0.0311719 | val_loss: 0.0311918 | Time: 2163.81 ms [2022-04-19 02:41:30 main:581] : INFO : Epoch 1582 | loss: 0.0311719 | val_loss: 0.0311897 | Time: 2158.85 ms [2022-04-19 02:41:32 main:581] : INFO : Epoch 1583 | loss: 0.0311715 | val_loss: 0.0311929 | Time: 2155.32 ms [2022-04-19 02:41:34 main:581] : INFO : Epoch 1584 | loss: 0.0311708 | val_loss: 0.031192 | Time: 2159.24 ms [2022-04-19 02:41:36 main:581] : INFO : Epoch 1585 | loss: 0.0311709 | val_loss: 0.03119 | Time: 2150.12 ms [2022-04-19 02:41:38 main:581] : INFO : Epoch 1586 | loss: 0.0311738 | val_loss: 0.0311959 | Time: 2152.3 ms [2022-04-19 02:41:40 main:581] : INFO : Epoch 1587 | loss: 0.0311703 | val_loss: 0.0311905 | Time: 2130.11 ms [2022-04-19 02:41:43 main:581] : INFO : Epoch 1588 | loss: 0.0311687 | val_loss: 0.0311903 | Time: 2143.59 ms [2022-04-19 02:41:45 main:581] : INFO : Epoch 1589 | loss: 0.0311719 | val_loss: 0.0311936 | Time: 2160.65 ms [2022-04-19 02:41:47 main:581] : INFO : Epoch 1590 | loss: 0.0311728 | val_loss: 0.031188 | Time: 2155.82 ms [2022-04-19 02:41:49 main:581] : INFO : Epoch 1591 | loss: 0.0311691 | val_loss: 0.0311907 | Time: 2160.36 ms [2022-04-19 02:41:51 main:581] : INFO : Epoch 1592 | loss: 0.0311701 | val_loss: 0.031189 | Time: 2167.02 ms [2022-04-19 02:41:53 main:581] : INFO : Epoch 1593 | loss: 0.0311722 | val_loss: 0.0311959 | Time: 2148.2 ms [2022-04-19 02:41:55 main:581] : INFO : Epoch 1594 | loss: 0.0311701 | val_loss: 0.0311899 | Time: 2168.42 ms [2022-04-19 02:41:58 main:581] : INFO : Epoch 1595 | loss: 0.0311696 | val_loss: 0.0311901 | Time: 2158.69 ms [2022-04-19 02:42:00 main:581] : INFO : Epoch 1596 | loss: 0.0311711 | val_loss: 0.0311896 | Time: 2157.65 ms [2022-04-19 02:42:02 main:581] : INFO : Epoch 1597 | loss: 0.0311719 | val_loss: 0.0311935 | Time: 2144.7 ms [2022-04-19 02:42:04 main:581] : INFO : Epoch 1598 | loss: 0.0311726 | val_loss: 0.0311891 | Time: 2127.23 ms [2022-04-19 02:42:06 main:581] : INFO : Epoch 1599 | loss: 0.0311718 | val_loss: 0.0311923 | Time: 2163.32 ms [2022-04-19 02:42:08 main:581] : INFO : Epoch 1600 | loss: 0.0311708 | val_loss: 0.0311875 | Time: 2165.3 ms [2022-04-19 02:42:11 main:581] : INFO : Epoch 1601 | loss: 0.0311698 | val_loss: 0.0311895 | Time: 2172.24 ms [2022-04-19 02:42:13 main:581] : INFO : Epoch 1602 | loss: 0.0311704 | val_loss: 0.0311913 | Time: 2162.47 ms [2022-04-19 02:42:15 main:581] : INFO : Epoch 1603 | loss: 0.0311702 | val_loss: 0.0311891 | Time: 2149.16 ms [2022-04-19 02:42:17 main:581] : INFO : Epoch 1604 | loss: 0.0311685 | val_loss: 0.0311889 | Time: 2120.43 ms [2022-04-19 02:42:19 main:581] : INFO : Epoch 1605 | loss: 0.0311694 | val_loss: 0.0311908 | Time: 2154.62 ms [2022-04-19 02:42:21 main:581] : INFO : Epoch 1606 | loss: 0.0311696 | val_loss: 0.0311888 | Time: 2161.34 ms [2022-04-19 02:42:23 main:581] : INFO : Epoch 1607 | loss: 0.0311713 | val_loss: 0.0311885 | Time: 2147.92 ms [2022-04-19 02:42:26 main:581] : INFO : Epoch 1608 | loss: 0.031169 | val_loss: 0.0311885 | Time: 2156.92 ms [2022-04-19 02:42:28 main:581] : INFO : Epoch 1609 | loss: 0.0311685 | val_loss: 0.0311866 | Time: 2161.24 ms [2022-04-19 02:42:30 main:581] : INFO : Epoch 1610 | loss: 0.0311693 | val_loss: 0.031191 | Time: 2150.28 ms [2022-04-19 02:42:32 main:581] : INFO : Epoch 1611 | loss: 0.0311695 | val_loss: 0.0311909 | Time: 2150.67 ms [2022-04-19 02:42:34 main:581] : INFO : Epoch 1612 | loss: 0.0311683 | val_loss: 0.0311888 | Time: 2167.19 ms [2022-04-19 02:42:36 main:581] : INFO : Epoch 1613 | loss: 0.031168 | val_loss: 0.031192 | Time: 2154.89 ms [2022-04-19 02:42:39 main:581] : INFO : Epoch 1614 | loss: 0.031167 | val_loss: 0.0311922 | Time: 2193.86 ms [2022-04-19 02:42:41 main:581] : INFO : Epoch 1615 | loss: 0.0311714 | val_loss: 0.0311944 | Time: 2190.71 ms [2022-04-19 02:42:43 main:581] : INFO : Epoch 1616 | loss: 0.0311709 | val_loss: 0.0311928 | Time: 2158.95 ms [2022-04-19 02:42:45 main:581] : INFO : Epoch 1617 | loss: 0.0311706 | val_loss: 0.0311927 | Time: 2180.77 ms [2022-04-19 02:42:47 main:581] : INFO : Epoch 1618 | loss: 0.0311676 | val_loss: 0.0311904 | Time: 2159.19 ms [2022-04-19 02:42:49 main:581] : INFO : Epoch 1619 | loss: 0.0311692 | val_loss: 0.0311882 | Time: 2171.61 ms [2022-04-19 02:42:52 main:581] : INFO : Epoch 1620 | loss: 0.0311749 | val_loss: 0.0311905 | Time: 2172.59 ms [2022-04-19 02:42:54 main:581] : INFO : Epoch 1621 | loss: 0.031169 | val_loss: 0.0311889 | Time: 2147.91 ms [2022-04-19 02:42:56 main:581] : INFO : Epoch 1622 | loss: 0.0311657 | val_loss: 0.0311913 | Time: 2168.05 ms [2022-04-19 02:42:58 main:581] : INFO : Epoch 1623 | loss: 0.0311674 | val_loss: 0.0311909 | Time: 2153.7 ms [2022-04-19 02:43:00 main:581] : INFO : Epoch 1624 | loss: 0.0311676 | val_loss: 0.0311876 | Time: 2179.53 ms [2022-04-19 02:43:02 main:581] : INFO : Epoch 1625 | loss: 0.0311665 | val_loss: 0.0311896 | Time: 2158.86 ms [2022-04-19 02:43:05 main:581] : INFO : Epoch 1626 | loss: 0.031168 | val_loss: 0.0311902 | Time: 2179.38 ms [2022-04-19 02:43:07 main:581] : INFO : Epoch 1627 | loss: 0.0311661 | val_loss: 0.0311889 | Time: 2166.23 ms [2022-04-19 02:43:09 main:581] : INFO : Epoch 1628 | loss: 0.0311673 | val_loss: 0.0311924 | Time: 2162.37 ms [2022-04-19 02:43:11 main:581] : INFO : Epoch 1629 | loss: 0.031168 | val_loss: 0.0311869 | Time: 2165.95 ms [2022-04-19 02:43:13 main:581] : INFO : Epoch 1630 | loss: 0.0311685 | val_loss: 0.0311868 | Time: 2156.93 ms [2022-04-19 02:43:16 main:581] : INFO : Epoch 1631 | loss: 0.0311695 | val_loss: 0.0311928 | Time: 2206.99 ms [2022-04-19 02:43:18 main:581] : INFO : Epoch 1632 | loss: 0.0311669 | val_loss: 0.0311878 | Time: 2138.25 ms [2022-04-19 02:43:20 main:581] : INFO : Epoch 1633 | loss: 0.0311673 | val_loss: 0.0311842 | Time: 2158.6 ms [2022-04-19 02:43:22 main:581] : INFO : Epoch 1634 | loss: 0.0311675 | val_loss: 0.0311899 | Time: 2156.67 ms [2022-04-19 02:43:24 main:581] : INFO : Epoch 1635 | loss: 0.0311662 | val_loss: 0.0311849 | Time: 2143.42 ms [2022-04-19 02:43:26 main:581] : INFO : Epoch 1636 | loss: 0.0311683 | val_loss: 0.0311881 | Time: 2161.17 ms [2022-04-19 02:43:28 main:581] : INFO : Epoch 1637 | loss: 0.0311688 | val_loss: 0.0311867 | Time: 2179.21 ms [2022-04-19 02:43:31 main:581] : INFO : Epoch 1638 | loss: 0.031171 | val_loss: 0.0311909 | Time: 2175.48 ms [2022-04-19 02:43:33 main:581] : INFO : Epoch 1639 | loss: 0.0311706 | val_loss: 0.0311909 | Time: 2151.2 ms [2022-04-19 02:43:35 main:581] : INFO : Epoch 1640 | loss: 0.031176 | val_loss: 0.0311855 | Time: 2126.73 ms [2022-04-19 02:43:37 main:581] : INFO : Epoch 1641 | loss: 0.0311684 | val_loss: 0.031189 | Time: 2119.6 ms [2022-04-19 02:43:39 main:581] : INFO : Epoch 1642 | loss: 0.0311673 | val_loss: 0.0311862 | Time: 2111.89 ms [2022-04-19 02:43:41 main:581] : INFO : Epoch 1643 | loss: 0.0311668 | val_loss: 0.0311854 | Time: 2128.84 ms [2022-04-19 02:43:43 main:581] : INFO : Epoch 1644 | loss: 0.0311699 | val_loss: 0.0311919 | Time: 2121.19 ms [2022-04-19 02:43:46 main:581] : INFO : Epoch 1645 | loss: 0.0311662 | val_loss: 0.0311885 | Time: 2129.97 ms [2022-04-19 02:43:48 main:581] : INFO : Epoch 1646 | loss: 0.0311698 | val_loss: 0.0311892 | Time: 2145.06 ms [2022-04-19 02:43:50 main:581] : INFO : Epoch 1647 | loss: 0.0311731 | val_loss: 0.0311897 | Time: 2151.86 ms [2022-04-19 02:43:52 main:581] : INFO : Epoch 1648 | loss: 0.0311707 | val_loss: 0.0311921 | Time: 2133.92 ms [2022-04-19 02:43:54 main:581] : INFO : Epoch 1649 | loss: 0.0311747 | val_loss: 0.0311842 | Time: 2103.83 ms [2022-04-19 02:43:56 main:581] : INFO : Epoch 1650 | loss: 0.031172 | val_loss: 0.031195 | Time: 2070.68 ms [2022-04-19 02:43:58 main:581] : INFO : Epoch 1651 | loss: 0.0311695 | val_loss: 0.0311869 | Time: 2100.74 ms [2022-04-19 02:44:00 main:581] : INFO : Epoch 1652 | loss: 0.0311661 | val_loss: 0.0311853 | Time: 2150.67 ms [2022-04-19 02:44:03 main:581] : INFO : Epoch 1653 | loss: 0.0311657 | val_loss: 0.0311863 | Time: 2129.17 ms [2022-04-19 02:44:05 main:581] : INFO : Epoch 1654 | loss: 0.0311655 | val_loss: 0.0311914 | Time: 2119.05 ms [2022-04-19 02:44:07 main:581] : INFO : Epoch 1655 | loss: 0.0311653 | val_loss: 0.0311881 | Time: 2116.49 ms [2022-04-19 02:44:09 main:581] : INFO : Epoch 1656 | loss: 0.0311662 | val_loss: 0.0311874 | Time: 2156.18 ms [2022-04-19 02:44:11 main:581] : INFO : Epoch 1657 | loss: 0.0311765 | val_loss: 0.0312042 | Time: 2129.58 ms [2022-04-19 02:44:13 main:581] : INFO : Epoch 1658 | loss: 0.0311855 | val_loss: 0.0312048 | Time: 2132.11 ms [2022-04-19 02:44:15 main:581] : INFO : Epoch 1659 | loss: 0.0311842 | val_loss: 0.0312026 | Time: 2114.66 ms [2022-04-19 02:44:17 main:581] : INFO : Epoch 1660 | loss: 0.0311831 | val_loss: 0.0311956 | Time: 2125.73 ms [2022-04-19 02:44:20 main:581] : INFO : Epoch 1661 | loss: 0.0311729 | val_loss: 0.0311849 | Time: 2131.87 ms [2022-04-19 02:44:22 main:581] : INFO : Epoch 1662 | loss: 0.031172 | val_loss: 0.0311839 | Time: 2090.28 ms [2022-04-19 02:44:24 main:581] : INFO : Epoch 1663 | loss: 0.0311723 | val_loss: 0.0311842 | Time: 2109.33 ms [2022-04-19 02:44:26 main:581] : INFO : Epoch 1664 | loss: 0.0311701 | val_loss: 0.0311831 | Time: 2093.29 ms [2022-04-19 02:44:28 main:581] : INFO : Epoch 1665 | loss: 0.0311708 | val_loss: 0.0311879 | Time: 2122.81 ms [2022-04-19 02:44:30 main:581] : INFO : Epoch 1666 | loss: 0.031174 | val_loss: 0.0311885 | Time: 2126.07 ms [2022-04-19 02:44:32 main:581] : INFO : Epoch 1667 | loss: 0.0311747 | val_loss: 0.0311884 | Time: 2104.42 ms [2022-04-19 02:44:34 main:581] : INFO : Epoch 1668 | loss: 0.0311681 | val_loss: 0.0311818 | Time: 2084.27 ms [2022-04-19 02:44:36 main:581] : INFO : Epoch 1669 | loss: 0.0311661 | val_loss: 0.0311811 | Time: 2122.08 ms [2022-04-19 02:44:39 main:581] : INFO : Epoch 1670 | loss: 0.0311653 | val_loss: 0.03118 | Time: 2126.61 ms [2022-04-19 02:44:41 main:581] : INFO : Epoch 1671 | loss: 0.0311645 | val_loss: 0.0311785 | Time: 2129.37 ms [2022-04-19 02:44:43 main:581] : INFO : Epoch 1672 | loss: 0.0311644 | val_loss: 0.0311831 | Time: 2109.82 ms [2022-04-19 02:44:45 main:581] : INFO : Epoch 1673 | loss: 0.0311626 | val_loss: 0.0311827 | Time: 2119.04 ms [2022-04-19 02:44:47 main:581] : INFO : Epoch 1674 | loss: 0.0311633 | val_loss: 0.0311854 | Time: 2115.86 ms [2022-04-19 02:44:49 main:581] : INFO : Epoch 1675 | loss: 0.0311618 | val_loss: 0.031184 | Time: 2098.52 ms [2022-04-19 02:44:51 main:581] : INFO : Epoch 1676 | loss: 0.0311627 | val_loss: 0.0311849 | Time: 2138.4 ms [2022-04-19 02:44:53 main:581] : INFO : Epoch 1677 | loss: 0.031165 | val_loss: 0.0311816 | Time: 2143.76 ms [2022-04-19 02:44:56 main:581] : INFO : Epoch 1678 | loss: 0.0311684 | val_loss: 0.0311842 | Time: 2130.41 ms [2022-04-19 02:44:58 main:581] : INFO : Epoch 1679 | loss: 0.031169 | val_loss: 0.0311827 | Time: 2125.73 ms [2022-04-19 02:45:00 main:581] : INFO : Epoch 1680 | loss: 0.0311692 | val_loss: 0.0311804 | Time: 2155.43 ms [2022-04-19 02:45:02 main:581] : INFO : Epoch 1681 | loss: 0.0311674 | val_loss: 0.0311824 | Time: 2129.32 ms [2022-04-19 02:45:04 main:581] : INFO : Epoch 1682 | loss: 0.0311669 | val_loss: 0.0311817 | Time: 2075.01 ms [2022-04-19 02:45:06 main:581] : INFO : Epoch 1683 | loss: 0.0311658 | val_loss: 0.0311788 | Time: 2152.61 ms [2022-04-19 02:45:08 main:581] : INFO : Epoch 1684 | loss: 0.031164 | val_loss: 0.0311782 | Time: 2128.99 ms [2022-04-19 02:45:10 main:581] : INFO : Epoch 1685 | loss: 0.0311639 | val_loss: 0.0311788 | Time: 2175.22 ms [2022-04-19 02:45:13 main:581] : INFO : Epoch 1686 | loss: 0.0311632 | val_loss: 0.0311786 | Time: 2164.33 ms [2022-04-19 02:45:15 main:581] : INFO : Epoch 1687 | loss: 0.0311645 | val_loss: 0.0311793 | Time: 2155.58 ms [2022-04-19 02:45:17 main:581] : INFO : Epoch 1688 | loss: 0.0311637 | val_loss: 0.0311767 | Time: 2126.1 ms [2022-04-19 02:45:19 main:581] : INFO : Epoch 1689 | loss: 0.031166 | val_loss: 0.0311806 | Time: 2111.95 ms [2022-04-19 02:45:21 main:581] : INFO : Epoch 1690 | loss: 0.0311662 | val_loss: 0.0311772 | Time: 2126.06 ms [2022-04-19 02:45:23 main:581] : INFO : Epoch 1691 | loss: 0.0311644 | val_loss: 0.0311798 | Time: 2131.94 ms [2022-04-19 02:45:25 main:581] : INFO : Epoch 1692 | loss: 0.0311655 | val_loss: 0.0311924 | Time: 2139.62 ms [2022-04-19 02:45:28 main:581] : INFO : Epoch 1693 | loss: 0.0311664 | val_loss: 0.0311826 | Time: 2152.48 ms [2022-04-19 02:45:30 main:581] : INFO : Epoch 1694 | loss: 0.0311652 | val_loss: 0.0311813 | Time: 2127.41 ms [2022-04-19 02:45:32 main:581] : INFO : Epoch 1695 | loss: 0.031163 | val_loss: 0.0311803 | Time: 2121.03 ms [2022-04-19 02:45:34 main:581] : INFO : Epoch 1696 | loss: 0.0311642 | val_loss: 0.0311836 | Time: 2156.76 ms [2022-04-19 02:45:36 main:581] : INFO : Epoch 1697 | loss: 0.0311629 | val_loss: 0.031184 | Time: 2148.46 ms [2022-04-19 02:45:38 main:581] : INFO : Epoch 1698 | loss: 0.0311628 | val_loss: 0.0311798 | Time: 2145.51 ms [2022-04-19 02:45:40 main:581] : INFO : Epoch 1699 | loss: 0.031164 | val_loss: 0.0311788 | Time: 2154.01 ms [2022-04-19 02:45:43 main:581] : INFO : Epoch 1700 | loss: 0.031162 | val_loss: 0.031182 | Time: 2120.74 ms [2022-04-19 02:45:45 main:581] : INFO : Epoch 1701 | loss: 0.031161 | val_loss: 0.0311798 | Time: 2110.51 ms [2022-04-19 02:45:47 main:581] : INFO : Epoch 1702 | loss: 0.0311618 | val_loss: 0.0311832 | Time: 2111.81 ms [2022-04-19 02:45:49 main:581] : INFO : Epoch 1703 | loss: 0.0311617 | val_loss: 0.0311793 | Time: 2145.39 ms [2022-04-19 02:45:51 main:581] : INFO : Epoch 1704 | loss: 0.0311665 | val_loss: 0.0311836 | Time: 2148.96 ms [2022-04-19 02:45:53 main:581] : INFO : Epoch 1705 | loss: 0.0311658 | val_loss: 0.031178 | Time: 2131.55 ms [2022-04-19 02:45:55 main:581] : INFO : Epoch 1706 | loss: 0.0311629 | val_loss: 0.0311865 | Time: 2147.56 ms [2022-04-19 02:45:57 main:581] : INFO : Epoch 1707 | loss: 0.0311628 | val_loss: 0.0311839 | Time: 2146.9 ms [2022-04-19 02:46:00 main:581] : INFO : Epoch 1708 | loss: 0.0311624 | val_loss: 0.0311783 | Time: 2176.07 ms [2022-04-19 02:46:02 main:581] : INFO : Epoch 1709 | loss: 0.0311626 | val_loss: 0.031182 | Time: 2128.63 ms [2022-04-19 02:46:04 main:581] : INFO : Epoch 1710 | loss: 0.0311602 | val_loss: 0.0311802 | Time: 2138.12 ms [2022-04-19 02:46:06 main:581] : INFO : Epoch 1711 | loss: 0.0311599 | val_loss: 0.0311816 | Time: 2150.28 ms [2022-04-19 02:46:08 main:581] : INFO : Epoch 1712 | loss: 0.0311576 | val_loss: 0.0311807 | Time: 2141.81 ms [2022-04-19 02:46:10 main:581] : INFO : Epoch 1713 | loss: 0.03116 | val_loss: 0.031185 | Time: 2156.05 ms [2022-04-19 02:46:13 main:581] : INFO : Epoch 1714 | loss: 0.0311606 | val_loss: 0.0311792 | Time: 2127.51 ms [2022-04-19 02:46:15 main:581] : INFO : Epoch 1715 | loss: 0.0311617 | val_loss: 0.0311833 | Time: 2142.85 ms [2022-04-19 02:46:17 main:581] : INFO : Epoch 1716 | loss: 0.0311651 | val_loss: 0.0311807 | Time: 2129.37 ms [2022-04-19 02:46:19 main:581] : INFO : Epoch 1717 | loss: 0.0311606 | val_loss: 0.0311878 | Time: 2146.78 ms [2022-04-19 02:46:21 main:581] : INFO : Epoch 1718 | loss: 0.0311617 | val_loss: 0.0311826 | Time: 2128.28 ms [2022-04-19 02:46:23 main:581] : INFO : Epoch 1719 | loss: 0.0311594 | val_loss: 0.0311816 | Time: 2142.26 ms [2022-04-19 02:46:25 main:581] : INFO : Epoch 1720 | loss: 0.0311582 | val_loss: 0.0311797 | Time: 2140.59 ms [2022-04-19 02:46:27 main:581] : INFO : Epoch 1721 | loss: 0.0311573 | val_loss: 0.0311829 | Time: 2150 ms [2022-04-19 02:46:30 main:581] : INFO : Epoch 1722 | loss: 0.0311577 | val_loss: 0.0311833 | Time: 2143.76 ms [2022-04-19 02:46:32 main:581] : INFO : Epoch 1723 | loss: 0.0311595 | val_loss: 0.03118 | Time: 2129.63 ms [2022-04-19 02:46:34 main:581] : INFO : Epoch 1724 | loss: 0.0311586 | val_loss: 0.0311813 | Time: 2147.11 ms [2022-04-19 02:46:36 main:581] : INFO : Epoch 1725 | loss: 0.0311584 | val_loss: 0.0311824 | Time: 2141.49 ms [2022-04-19 02:46:38 main:581] : INFO : Epoch 1726 | loss: 0.031157 | val_loss: 0.0311811 | Time: 2136.99 ms [2022-04-19 02:46:40 main:581] : INFO : Epoch 1727 | loss: 0.0311601 | val_loss: 0.0311865 | Time: 2139.52 ms [2022-04-19 02:46:42 main:581] : INFO : Epoch 1728 | loss: 0.0311596 | val_loss: 0.0311783 | Time: 2141.75 ms [2022-04-19 02:46:45 main:581] : INFO : Epoch 1729 | loss: 0.0311585 | val_loss: 0.0311796 | Time: 2140.91 ms [2022-04-19 02:46:47 main:581] : INFO : Epoch 1730 | loss: 0.031159 | val_loss: 0.0311794 | Time: 2147.45 ms [2022-04-19 02:46:49 main:581] : INFO : Epoch 1731 | loss: 0.0311579 | val_loss: 0.0311787 | Time: 2151.86 ms [2022-04-19 02:46:51 main:581] : INFO : Epoch 1732 | loss: 0.0311587 | val_loss: 0.0311818 | Time: 2144.99 ms [2022-04-19 02:46:53 main:581] : INFO : Epoch 1733 | loss: 0.031161 | val_loss: 0.0311817 | Time: 2154.67 ms [2022-04-19 02:46:55 main:581] : INFO : Epoch 1734 | loss: 0.0311565 | val_loss: 0.0311849 | Time: 2157.6 ms [2022-04-19 02:46:58 main:581] : INFO : Epoch 1735 | loss: 0.031158 | val_loss: 0.03118 | Time: 2134.52 ms [2022-04-19 02:47:00 main:581] : INFO : Epoch 1736 | loss: 0.0311567 | val_loss: 0.0311801 | Time: 2174.86 ms [2022-04-19 02:47:02 main:581] : INFO : Epoch 1737 | loss: 0.0311564 | val_loss: 0.0311803 | Time: 2191.14 ms [2022-04-19 02:47:04 main:581] : INFO : Epoch 1738 | loss: 0.0311589 | val_loss: 0.0311781 | Time: 2152.43 ms [2022-04-19 02:47:06 main:581] : INFO : Epoch 1739 | loss: 0.0311606 | val_loss: 0.0311857 | Time: 2168.62 ms [2022-04-19 02:47:08 main:581] : INFO : Epoch 1740 | loss: 0.0311576 | val_loss: 0.0311831 | Time: 2138.33 ms [2022-04-19 02:47:11 main:581] : INFO : Epoch 1741 | loss: 0.0311564 | val_loss: 0.0311832 | Time: 2165.38 ms [2022-04-19 02:47:13 main:581] : INFO : Epoch 1742 | loss: 0.0311576 | val_loss: 0.0311797 | Time: 2160.11 ms [2022-04-19 02:47:15 main:581] : INFO : Epoch 1743 | loss: 0.0311555 | val_loss: 0.0311928 | Time: 2151.83 ms [2022-04-19 02:47:17 main:581] : INFO : Epoch 1744 | loss: 0.0311591 | val_loss: 0.0311787 | Time: 2140.07 ms [2022-04-19 02:47:19 main:581] : INFO : Epoch 1745 | loss: 0.0311581 | val_loss: 0.0311859 | Time: 2153.49 ms [2022-04-19 02:47:21 main:581] : INFO : Epoch 1746 | loss: 0.031157 | val_loss: 0.0311785 | Time: 2137.38 ms [2022-04-19 02:47:23 main:581] : INFO : Epoch 1747 | loss: 0.0311557 | val_loss: 0.0311822 | Time: 2142.95 ms [2022-04-19 02:47:26 main:581] : INFO : Epoch 1748 | loss: 0.0311562 | val_loss: 0.0311846 | Time: 2132.96 ms [2022-04-19 02:47:28 main:581] : INFO : Epoch 1749 | loss: 0.031156 | val_loss: 0.031183 | Time: 2140.61 ms [2022-04-19 02:47:30 main:581] : INFO : Epoch 1750 | loss: 0.0311582 | val_loss: 0.031183 | Time: 2150.9 ms [2022-04-19 02:47:32 main:581] : INFO : Epoch 1751 | loss: 0.0311597 | val_loss: 0.03118 | Time: 2148 ms [2022-04-19 02:47:34 main:581] : INFO : Epoch 1752 | loss: 0.0311564 | val_loss: 0.0311824 | Time: 2142.19 ms [2022-04-19 02:47:36 main:581] : INFO : Epoch 1753 | loss: 0.0311553 | val_loss: 0.0311823 | Time: 2143.09 ms [2022-04-19 02:47:38 main:581] : INFO : Epoch 1754 | loss: 0.031159 | val_loss: 0.0311806 | Time: 2133.87 ms [2022-04-19 02:47:41 main:581] : INFO : Epoch 1755 | loss: 0.0311596 | val_loss: 0.0311811 | Time: 2127.96 ms [2022-04-19 02:47:43 main:581] : INFO : Epoch 1756 | loss: 0.0311589 | val_loss: 0.031179 | Time: 2147.75 ms [2022-04-19 02:47:45 main:581] : INFO : Epoch 1757 | loss: 0.0311583 | val_loss: 0.0311798 | Time: 2153.27 ms [2022-04-19 02:47:47 main:581] : INFO : Epoch 1758 | loss: 0.0311573 | val_loss: 0.0311833 | Time: 2144.62 ms [2022-04-19 02:47:49 main:581] : INFO : Epoch 1759 | loss: 0.0311642 | val_loss: 0.0311854 | Time: 2144.1 ms [2022-04-19 02:47:51 main:581] : INFO : Epoch 1760 | loss: 0.0311637 | val_loss: 0.0311871 | Time: 2155.88 ms [2022-04-19 02:47:54 main:581] : INFO : Epoch 1761 | loss: 0.0311587 | val_loss: 0.0311825 | Time: 2155.71 ms [2022-04-19 02:47:56 main:581] : INFO : Epoch 1762 | loss: 0.0311548 | val_loss: 0.0311814 | Time: 2146.96 ms [2022-04-19 02:47:58 main:581] : INFO : Epoch 1763 | loss: 0.0311537 | val_loss: 0.0311823 | Time: 2187.13 ms [2022-04-19 02:48:00 main:581] : INFO : Epoch 1764 | loss: 0.0311565 | val_loss: 0.0311866 | Time: 2168.1 ms [2022-04-19 02:48:02 main:581] : INFO : Epoch 1765 | loss: 0.0311555 | val_loss: 0.0311797 | Time: 2148.34 ms [2022-04-19 02:48:04 main:581] : INFO : Epoch 1766 | loss: 0.031159 | val_loss: 0.0311793 | Time: 2166.2 ms [2022-04-19 02:48:06 main:581] : INFO : Epoch 1767 | loss: 0.0311581 | val_loss: 0.0311839 | Time: 2135.7 ms [2022-04-19 02:48:09 main:581] : INFO : Epoch 1768 | loss: 0.0311569 | val_loss: 0.0311795 | Time: 2130.45 ms [2022-04-19 02:48:11 main:581] : INFO : Epoch 1769 | loss: 0.0311568 | val_loss: 0.0311856 | Time: 2172.07 ms [2022-04-19 02:48:13 main:581] : INFO : Epoch 1770 | loss: 0.0311649 | val_loss: 0.0311861 | Time: 2164.84 ms [2022-04-19 02:48:15 main:581] : INFO : Epoch 1771 | loss: 0.0311591 | val_loss: 0.0311844 | Time: 2157.14 ms [2022-04-19 02:48:17 main:581] : INFO : Epoch 1772 | loss: 0.0311574 | val_loss: 0.0311847 | Time: 2114.87 ms [2022-04-19 02:48:19 main:581] : INFO : Epoch 1773 | loss: 0.0311565 | val_loss: 0.0311803 | Time: 2142.82 ms [2022-04-19 02:48:21 main:581] : INFO : Epoch 1774 | loss: 0.0311574 | val_loss: 0.0311809 | Time: 2150.42 ms [2022-04-19 02:48:24 main:581] : INFO : Epoch 1775 | loss: 0.0311616 | val_loss: 0.0311767 | Time: 2132.92 ms [2022-04-19 02:48:26 main:581] : INFO : Epoch 1776 | loss: 0.0311567 | val_loss: 0.0311804 | Time: 2126.07 ms [2022-04-19 02:48:28 main:581] : INFO : Epoch 1777 | loss: 0.031156 | val_loss: 0.0311798 | Time: 2156.08 ms [2022-04-19 02:48:30 main:581] : INFO : Epoch 1778 | loss: 0.0311558 | val_loss: 0.0311832 | Time: 2181.34 ms [2022-04-19 02:48:32 main:581] : INFO : Epoch 1779 | loss: 0.0311549 | val_loss: 0.0311852 | Time: 2113.81 ms [2022-04-19 02:48:34 main:581] : INFO : Epoch 1780 | loss: 0.031155 | val_loss: 0.0311807 | Time: 2135.43 ms [2022-04-19 02:48:36 main:581] : INFO : Epoch 1781 | loss: 0.0311563 | val_loss: 0.0311818 | Time: 2118.32 ms [2022-04-19 02:48:39 main:581] : INFO : Epoch 1782 | loss: 0.0311566 | val_loss: 0.0311908 | Time: 2119.78 ms [2022-04-19 02:48:41 main:581] : INFO : Epoch 1783 | loss: 0.0311558 | val_loss: 0.0311831 | Time: 2167.12 ms [2022-04-19 02:48:43 main:581] : INFO : Epoch 1784 | loss: 0.0311554 | val_loss: 0.0311779 | Time: 2178.14 ms [2022-04-19 02:48:45 main:581] : INFO : Epoch 1785 | loss: 0.0311566 | val_loss: 0.0311847 | Time: 2157.76 ms [2022-04-19 02:48:47 main:581] : INFO : Epoch 1786 | loss: 0.0311569 | val_loss: 0.0311796 | Time: 2154.55 ms [2022-04-19 02:48:49 main:581] : INFO : Epoch 1787 | loss: 0.0311562 | val_loss: 0.0311825 | Time: 2163.11 ms [2022-04-19 02:48:52 main:581] : INFO : Epoch 1788 | loss: 0.0311572 | val_loss: 0.0311809 | Time: 2160.62 ms [2022-04-19 02:48:54 main:581] : INFO : Epoch 1789 | loss: 0.0311561 | val_loss: 0.0311831 | Time: 2133.24 ms [2022-04-19 02:48:56 main:581] : INFO : Epoch 1790 | loss: 0.0311548 | val_loss: 0.031179 | Time: 2111.83 ms [2022-04-19 02:48:58 main:581] : INFO : Epoch 1791 | loss: 0.0311537 | val_loss: 0.031182 | Time: 2142.78 ms [2022-04-19 02:49:00 main:581] : INFO : Epoch 1792 | loss: 0.0311538 | val_loss: 0.0311798 | Time: 2142.48 ms [2022-04-19 02:49:02 main:581] : INFO : Epoch 1793 | loss: 0.0311542 | val_loss: 0.0311825 | Time: 2117.89 ms [2022-04-19 02:49:04 main:581] : INFO : Epoch 1794 | loss: 0.0311546 | val_loss: 0.0311826 | Time: 2133.11 ms [2022-04-19 02:49:07 main:581] : INFO : Epoch 1795 | loss: 0.0311565 | val_loss: 0.0311852 | Time: 2166.65 ms [2022-04-19 02:49:09 main:581] : INFO : Epoch 1796 | loss: 0.0311609 | val_loss: 0.0311884 | Time: 2154.08 ms [2022-04-19 02:49:11 main:581] : INFO : Epoch 1797 | loss: 0.0311552 | val_loss: 0.0311817 | Time: 2158.63 ms [2022-04-19 02:49:13 main:581] : INFO : Epoch 1798 | loss: 0.031155 | val_loss: 0.0311796 | Time: 2158.96 ms [2022-04-19 02:49:15 main:581] : INFO : Epoch 1799 | loss: 0.031153 | val_loss: 0.0311841 | Time: 2129.88 ms [2022-04-19 02:49:17 main:581] : INFO : Epoch 1800 | loss: 0.0311528 | val_loss: 0.0311831 | Time: 2110.25 ms [2022-04-19 02:49:19 main:581] : INFO : Epoch 1801 | loss: 0.0311525 | val_loss: 0.0311839 | Time: 2112.14 ms [2022-04-19 02:49:22 main:581] : INFO : Epoch 1802 | loss: 0.0311519 | val_loss: 0.0311812 | Time: 2162.41 ms [2022-04-19 02:49:24 main:581] : INFO : Epoch 1803 | loss: 0.0311552 | val_loss: 0.0311878 | Time: 2143.55 ms [2022-04-19 02:49:26 main:581] : INFO : Epoch 1804 | loss: 0.0311568 | val_loss: 0.0311857 | Time: 2157.21 ms [2022-04-19 02:49:28 main:581] : INFO : Epoch 1805 | loss: 0.0311538 | val_loss: 0.0311832 | Time: 2145.83 ms [2022-04-19 02:49:30 main:581] : INFO : Epoch 1806 | loss: 0.0311607 | val_loss: 0.0311786 | Time: 2121.88 ms [2022-04-19 02:49:32 main:581] : INFO : Epoch 1807 | loss: 0.0311607 | val_loss: 0.0311789 | Time: 2121.64 ms [2022-04-19 02:49:34 main:581] : INFO : Epoch 1808 | loss: 0.031158 | val_loss: 0.0311805 | Time: 2139.28 ms [2022-04-19 02:49:37 main:581] : INFO : Epoch 1809 | loss: 0.0311576 | val_loss: 0.0311794 | Time: 2162.55 ms [2022-04-19 02:49:39 main:581] : INFO : Epoch 1810 | loss: 0.0311565 | val_loss: 0.0311812 | Time: 2143.2 ms [2022-04-19 02:49:41 main:581] : INFO : Epoch 1811 | loss: 0.0311558 | val_loss: 0.0311859 | Time: 2167.26 ms [2022-04-19 02:49:43 main:581] : INFO : Epoch 1812 | loss: 0.0311576 | val_loss: 0.0311799 | Time: 2138.88 ms [2022-04-19 02:49:45 main:581] : INFO : Epoch 1813 | loss: 0.0311568 | val_loss: 0.0311861 | Time: 2124 ms [2022-04-19 02:49:47 main:581] : INFO : Epoch 1814 | loss: 0.0311581 | val_loss: 0.0311835 | Time: 2079.76 ms [2022-04-19 02:49:49 main:581] : INFO : Epoch 1815 | loss: 0.0311576 | val_loss: 0.0311833 | Time: 2113.56 ms [2022-04-19 02:49:51 main:581] : INFO : Epoch 1816 | loss: 0.0311574 | val_loss: 0.0311821 | Time: 2122.77 ms [2022-04-19 02:49:54 main:581] : INFO : Epoch 1817 | loss: 0.0311577 | val_loss: 0.0311853 | Time: 2111.94 ms [2022-04-19 02:49:56 main:581] : INFO : Epoch 1818 | loss: 0.0311597 | val_loss: 0.0311961 | Time: 2144.07 ms [2022-04-19 02:49:58 main:581] : INFO : Epoch 1819 | loss: 0.0311593 | val_loss: 0.0311852 | Time: 2149.78 ms [2022-04-19 02:50:00 main:581] : INFO : Epoch 1820 | loss: 0.0311559 | val_loss: 0.0311792 | Time: 2159.39 ms [2022-04-19 02:50:02 main:581] : INFO : Epoch 1821 | loss: 0.0311623 | val_loss: 0.0311807 | Time: 2136.28 ms [2022-04-19 02:50:04 main:581] : INFO : Epoch 1822 | loss: 0.0311641 | val_loss: 0.0311806 | Time: 2110.78 ms [2022-04-19 02:50:06 main:581] : INFO : Epoch 1823 | loss: 0.0311635 | val_loss: 0.0311828 | Time: 2136.91 ms [2022-04-19 02:50:08 main:581] : INFO : Epoch 1824 | loss: 0.0311624 | val_loss: 0.0311816 | Time: 2147.37 ms [2022-04-19 02:50:11 main:581] : INFO : Epoch 1825 | loss: 0.0311651 | val_loss: 0.0311828 | Time: 2148.06 ms [2022-04-19 02:50:13 main:581] : INFO : Epoch 1826 | loss: 0.0311636 | val_loss: 0.0311777 | Time: 2159.79 ms [2022-04-19 02:50:15 main:581] : INFO : Epoch 1827 | loss: 0.031161 | val_loss: 0.0311834 | Time: 2143.56 ms [2022-04-19 02:50:17 main:581] : INFO : Epoch 1828 | loss: 0.0311577 | val_loss: 0.0311787 | Time: 2137.03 ms [2022-04-19 02:50:19 main:581] : INFO : Epoch 1829 | loss: 0.0311575 | val_loss: 0.0311811 | Time: 2132.56 ms [2022-04-19 02:50:21 main:581] : INFO : Epoch 1830 | loss: 0.0311575 | val_loss: 0.0311925 | Time: 2135.28 ms [2022-04-19 02:50:23 main:581] : INFO : Epoch 1831 | loss: 0.031162 | val_loss: 0.0311813 | Time: 2129.23 ms [2022-04-19 02:50:26 main:581] : INFO : Epoch 1832 | loss: 0.0311605 | val_loss: 0.0311851 | Time: 2122.3 ms [2022-04-19 02:50:28 main:581] : INFO : Epoch 1833 | loss: 0.0311591 | val_loss: 0.0311787 | Time: 2127.76 ms [2022-04-19 02:50:30 main:581] : INFO : Epoch 1834 | loss: 0.0311588 | val_loss: 0.0311787 | Time: 2141.76 ms [2022-04-19 02:50:32 main:581] : INFO : Epoch 1835 | loss: 0.0311593 | val_loss: 0.0311861 | Time: 2156.61 ms [2022-04-19 02:50:34 main:581] : INFO : Epoch 1836 | loss: 0.0311579 | val_loss: 0.0311813 | Time: 2149.48 ms [2022-04-19 02:50:36 main:581] : INFO : Epoch 1837 | loss: 0.0311563 | val_loss: 0.0311818 | Time: 2126.7 ms [2022-04-19 02:50:38 main:581] : INFO : Epoch 1838 | loss: 0.0311557 | val_loss: 0.0311815 | Time: 2145.03 ms [2022-04-19 02:50:41 main:581] : INFO : Epoch 1839 | loss: 0.0311557 | val_loss: 0.0311836 | Time: 2153.89 ms [2022-04-19 02:50:43 main:581] : INFO : Epoch 1840 | loss: 0.0311582 | val_loss: 0.0311798 | Time: 2153.99 ms [2022-04-19 02:50:45 main:581] : INFO : Epoch 1841 | loss: 0.0311595 | val_loss: 0.0311783 | Time: 2147.99 ms [2022-04-19 02:50:47 main:581] : INFO : Epoch 1842 | loss: 0.0311588 | val_loss: 0.0311793 | Time: 2131.84 ms [2022-04-19 02:50:49 main:581] : INFO : Epoch 1843 | loss: 0.0311587 | val_loss: 0.0311761 | Time: 2145.7 ms [2022-04-19 02:50:51 main:581] : INFO : Epoch 1844 | loss: 0.0311652 | val_loss: 0.0312025 | Time: 2172.56 ms [2022-04-19 02:50:53 main:581] : INFO : Epoch 1845 | loss: 0.0311696 | val_loss: 0.0311855 | Time: 2100.03 ms [2022-04-19 02:50:56 main:581] : INFO : Epoch 1846 | loss: 0.0311618 | val_loss: 0.0311809 | Time: 2103.65 ms [2022-04-19 02:50:58 main:581] : INFO : Epoch 1847 | loss: 0.0311579 | val_loss: 0.0311791 | Time: 2124.38 ms [2022-04-19 02:51:00 main:581] : INFO : Epoch 1848 | loss: 0.0311578 | val_loss: 0.0311782 | Time: 2160.57 ms [2022-04-19 02:51:02 main:581] : INFO : Epoch 1849 | loss: 0.0311573 | val_loss: 0.0311849 | Time: 2143.77 ms [2022-04-19 02:51:04 main:581] : INFO : Epoch 1850 | loss: 0.0311572 | val_loss: 0.0311781 | Time: 2111.31 ms [2022-04-19 02:51:06 main:581] : INFO : Epoch 1851 | loss: 0.0311566 | val_loss: 0.0311787 | Time: 2142.08 ms [2022-04-19 02:51:08 main:581] : INFO : Epoch 1852 | loss: 0.0311567 | val_loss: 0.0311791 | Time: 2137.72 ms [2022-04-19 02:51:11 main:581] : INFO : Epoch 1853 | loss: 0.0311567 | val_loss: 0.0311809 | Time: 2171.16 ms [2022-04-19 02:51:13 main:581] : INFO : Epoch 1854 | loss: 0.0311559 | val_loss: 0.0311799 | Time: 2148.8 ms [2022-04-19 02:51:15 main:581] : INFO : Epoch 1855 | loss: 0.0311577 | val_loss: 0.0311783 | Time: 2144.96 ms [2022-04-19 02:51:17 main:581] : INFO : Epoch 1856 | loss: 0.0311586 | val_loss: 0.0311794 | Time: 2160.03 ms [2022-04-19 02:51:19 main:581] : INFO : Epoch 1857 | loss: 0.031158 | val_loss: 0.03119 | Time: 2137.69 ms [2022-04-19 02:51:21 main:581] : INFO : Epoch 1858 | loss: 0.0311613 | val_loss: 0.0311764 | Time: 2173.19 ms [2022-04-19 02:51:23 main:581] : INFO : Epoch 1859 | loss: 0.0311554 | val_loss: 0.0311783 | Time: 2175.15 ms [2022-04-19 02:51:26 main:581] : INFO : Epoch 1860 | loss: 0.0311653 | val_loss: 0.0311802 | Time: 2176.76 ms [2022-04-19 02:51:28 main:581] : INFO : Epoch 1861 | loss: 0.0311636 | val_loss: 0.0311763 | Time: 2182.96 ms [2022-04-19 02:51:30 main:581] : INFO : Epoch 1862 | loss: 0.0311671 | val_loss: 0.031181 | Time: 2179.53 ms [2022-04-19 02:51:32 main:581] : INFO : Epoch 1863 | loss: 0.0311617 | val_loss: 0.0311766 | Time: 2149.45 ms [2022-04-19 02:51:34 main:581] : INFO : Epoch 1864 | loss: 0.0311604 | val_loss: 0.0311767 | Time: 2191.93 ms [2022-04-19 02:51:37 main:581] : INFO : Epoch 1865 | loss: 0.031157 | val_loss: 0.0311798 | Time: 2169.63 ms [2022-04-19 02:51:39 main:581] : INFO : Epoch 1866 | loss: 0.0311571 | val_loss: 0.0311778 | Time: 2194.3 ms [2022-04-19 02:51:41 main:581] : INFO : Epoch 1867 | loss: 0.0311544 | val_loss: 0.0311802 | Time: 2193.03 ms [2022-04-19 02:51:43 main:581] : INFO : Epoch 1868 | loss: 0.0311541 | val_loss: 0.0311788 | Time: 2181.72 ms [2022-04-19 02:51:45 main:581] : INFO : Epoch 1869 | loss: 0.0311546 | val_loss: 0.0311743 | Time: 2169.24 ms [2022-04-19 02:51:47 main:581] : INFO : Epoch 1870 | loss: 0.0311553 | val_loss: 0.0311759 | Time: 2175.2 ms [2022-04-19 02:51:50 main:581] : INFO : Epoch 1871 | loss: 0.0311543 | val_loss: 0.03118 | Time: 2179.2 ms [2022-04-19 02:51:52 main:581] : INFO : Epoch 1872 | loss: 0.0311542 | val_loss: 0.0311788 | Time: 2175.38 ms [2022-04-19 02:51:54 main:581] : INFO : Epoch 1873 | loss: 0.0311532 | val_loss: 0.0311798 | Time: 2178.45 ms [2022-04-19 02:51:56 main:581] : INFO : Epoch 1874 | loss: 0.0311521 | val_loss: 0.0311797 | Time: 2183.32 ms [2022-04-19 02:51:58 main:581] : INFO : Epoch 1875 | loss: 0.0311524 | val_loss: 0.0311775 | Time: 2193.24 ms [2022-04-19 02:52:01 main:581] : INFO : Epoch 1876 | loss: 0.0311556 | val_loss: 0.0311916 | Time: 2175.74 ms [2022-04-19 02:52:03 main:581] : INFO : Epoch 1877 | loss: 0.0311571 | val_loss: 0.031179 | Time: 2148.02 ms [2022-04-19 02:52:05 main:581] : INFO : Epoch 1878 | loss: 0.0311523 | val_loss: 0.031176 | Time: 2141.86 ms [2022-04-19 02:52:07 main:581] : INFO : Epoch 1879 | loss: 0.0311521 | val_loss: 0.0311805 | Time: 2178.62 ms [2022-04-19 02:52:09 main:581] : INFO : Epoch 1880 | loss: 0.031152 | val_loss: 0.0311768 | Time: 2166.71 ms [2022-04-19 02:52:11 main:581] : INFO : Epoch 1881 | loss: 0.0311514 | val_loss: 0.0311845 | Time: 2157.4 ms [2022-04-19 02:52:14 main:581] : INFO : Epoch 1882 | loss: 0.0311529 | val_loss: 0.0311794 | Time: 2154.95 ms [2022-04-19 02:52:16 main:581] : INFO : Epoch 1883 | loss: 0.0311555 | val_loss: 0.0311856 | Time: 2145.51 ms [2022-04-19 02:52:18 main:581] : INFO : Epoch 1884 | loss: 0.0311544 | val_loss: 0.0311817 | Time: 2175.47 ms [2022-04-19 02:52:20 main:581] : INFO : Epoch 1885 | loss: 0.0311508 | val_loss: 0.0311771 | Time: 2141 ms [2022-04-19 02:52:22 main:581] : INFO : Epoch 1886 | loss: 0.0311507 | val_loss: 0.0311801 | Time: 2120.03 ms [2022-04-19 02:52:24 main:581] : INFO : Epoch 1887 | loss: 0.0311498 | val_loss: 0.0311837 | Time: 2099.74 ms [2022-04-19 02:52:26 main:581] : INFO : Epoch 1888 | loss: 0.0311503 | val_loss: 0.0311822 | Time: 2160.13 ms [2022-04-19 02:52:29 main:581] : INFO : Epoch 1889 | loss: 0.0311532 | val_loss: 0.0311799 | Time: 2167.05 ms [2022-04-19 02:52:31 main:581] : INFO : Epoch 1890 | loss: 0.0311578 | val_loss: 0.0311761 | Time: 2151.9 ms [2022-04-19 02:52:33 main:581] : INFO : Epoch 1891 | loss: 0.0311591 | val_loss: 0.0311835 | Time: 2175.65 ms [2022-04-19 02:52:35 main:581] : INFO : Epoch 1892 | loss: 0.0311594 | val_loss: 0.0311824 | Time: 2177.66 ms [2022-04-19 02:52:37 main:581] : INFO : Epoch 1893 | loss: 0.0311589 | val_loss: 0.0311783 | Time: 2128.66 ms [2022-04-19 02:52:39 main:581] : INFO : Epoch 1894 | loss: 0.0311565 | val_loss: 0.0311878 | Time: 2111.18 ms [2022-04-19 02:52:41 main:581] : INFO : Epoch 1895 | loss: 0.0311545 | val_loss: 0.0311854 | Time: 2134.24 ms [2022-04-19 02:52:44 main:581] : INFO : Epoch 1896 | loss: 0.0311545 | val_loss: 0.0311818 | Time: 2159.03 ms [2022-04-19 02:52:46 main:581] : INFO : Epoch 1897 | loss: 0.0311535 | val_loss: 0.0311873 | Time: 2147.02 ms [2022-04-19 02:52:48 main:581] : INFO : Epoch 1898 | loss: 0.031152 | val_loss: 0.0311787 | Time: 2152.42 ms [2022-04-19 02:52:50 main:581] : INFO : Epoch 1899 | loss: 0.0311533 | val_loss: 0.0311893 | Time: 2150.37 ms [2022-04-19 02:52:52 main:581] : INFO : Epoch 1900 | loss: 0.0311556 | val_loss: 0.0311822 | Time: 2150.52 ms [2022-04-19 02:52:54 main:581] : INFO : Epoch 1901 | loss: 0.0311572 | val_loss: 0.0311799 | Time: 2145.99 ms [2022-04-19 02:52:56 main:581] : INFO : Epoch 1902 | loss: 0.0311563 | val_loss: 0.0311896 | Time: 2117.84 ms [2022-04-19 02:52:59 main:581] : INFO : Epoch 1903 | loss: 0.0311565 | val_loss: 0.0311794 | Time: 2138.84 ms [2022-04-19 02:53:01 main:581] : INFO : Epoch 1904 | loss: 0.0311544 | val_loss: 0.0311804 | Time: 2151.48 ms [2022-04-19 02:53:03 main:581] : INFO : Epoch 1905 | loss: 0.031152 | val_loss: 0.0311823 | Time: 2141.94 ms [2022-04-19 02:53:05 main:581] : INFO : Epoch 1906 | loss: 0.0311528 | val_loss: 0.031179 | Time: 2175.1 ms [2022-04-19 02:53:07 main:581] : INFO : Epoch 1907 | loss: 0.0311506 | val_loss: 0.0311829 | Time: 2124.89 ms [2022-04-19 02:53:09 main:581] : INFO : Epoch 1908 | loss: 0.0311528 | val_loss: 0.0311805 | Time: 2152.68 ms [2022-04-19 02:53:11 main:581] : INFO : Epoch 1909 | loss: 0.0311525 | val_loss: 0.0311795 | Time: 2138.99 ms [2022-04-19 02:53:14 main:581] : INFO : Epoch 1910 | loss: 0.031151 | val_loss: 0.0311814 | Time: 2142.39 ms [2022-04-19 02:53:16 main:581] : INFO : Epoch 1911 | loss: 0.03115 | val_loss: 0.0311778 | Time: 2129.61 ms [2022-04-19 02:53:18 main:581] : INFO : Epoch 1912 | loss: 0.0311509 | val_loss: 0.0311798 | Time: 2153.88 ms [2022-04-19 02:53:20 main:581] : INFO : Epoch 1913 | loss: 0.0311535 | val_loss: 0.0311847 | Time: 2156.36 ms [2022-04-19 02:53:22 main:581] : INFO : Epoch 1914 | loss: 0.0311514 | val_loss: 0.0311824 | Time: 2118.68 ms [2022-04-19 02:53:24 main:581] : INFO : Epoch 1915 | loss: 0.0311491 | val_loss: 0.0311838 | Time: 2161.92 ms [2022-04-19 02:53:26 main:581] : INFO : Epoch 1916 | loss: 0.0311526 | val_loss: 0.0311828 | Time: 2167.45 ms [2022-04-19 02:53:29 main:581] : INFO : Epoch 1917 | loss: 0.0311531 | val_loss: 0.031183 | Time: 2155.73 ms [2022-04-19 02:53:31 main:581] : INFO : Epoch 1918 | loss: 0.0311509 | val_loss: 0.0311794 | Time: 2129.08 ms [2022-04-19 02:53:33 main:581] : INFO : Epoch 1919 | loss: 0.0311517 | val_loss: 0.0311846 | Time: 2165.74 ms [2022-04-19 02:53:35 main:581] : INFO : Epoch 1920 | loss: 0.0311491 | val_loss: 0.0311803 | Time: 2157.53 ms [2022-04-19 02:53:37 main:581] : INFO : Epoch 1921 | loss: 0.0311491 | val_loss: 0.0311832 | Time: 2138.94 ms [2022-04-19 02:53:39 main:581] : INFO : Epoch 1922 | loss: 0.0311491 | val_loss: 0.0311807 | Time: 2117.99 ms [2022-04-19 02:53:41 main:581] : INFO : Epoch 1923 | loss: 0.0311499 | val_loss: 0.0311883 | Time: 2142.02 ms [2022-04-19 02:53:44 main:581] : INFO : Epoch 1924 | loss: 0.03115 | val_loss: 0.0311785 | Time: 2138.11 ms [2022-04-19 02:53:46 main:581] : INFO : Epoch 1925 | loss: 0.0311489 | val_loss: 0.0311834 | Time: 2130.7 ms [2022-04-19 02:53:48 main:581] : INFO : Epoch 1926 | loss: 0.031153 | val_loss: 0.0311791 | Time: 2133.15 ms [2022-04-19 02:53:50 main:581] : INFO : Epoch 1927 | loss: 0.0311522 | val_loss: 0.0311803 | Time: 2137.24 ms [2022-04-19 02:53:52 main:581] : INFO : Epoch 1928 | loss: 0.0311495 | val_loss: 0.0311846 | Time: 2126.44 ms [2022-04-19 02:53:54 main:581] : INFO : Epoch 1929 | loss: 0.03115 | val_loss: 0.0311803 | Time: 2156.41 ms [2022-04-19 02:53:56 main:581] : INFO : Epoch 1930 | loss: 0.031149 | val_loss: 0.0311783 | Time: 2132.9 ms [2022-04-19 02:53:59 main:581] : INFO : Epoch 1931 | loss: 0.0311504 | val_loss: 0.0311841 | Time: 2169.69 ms [2022-04-19 02:54:01 main:581] : INFO : Epoch 1932 | loss: 0.0311607 | val_loss: 0.0311811 | Time: 2176.06 ms [2022-04-19 02:54:03 main:581] : INFO : Epoch 1933 | loss: 0.0311596 | val_loss: 0.0311818 | Time: 2120.58 ms [2022-04-19 02:54:05 main:581] : INFO : Epoch 1934 | loss: 0.0311579 | val_loss: 0.0311799 | Time: 2139.31 ms [2022-04-19 02:54:07 main:581] : INFO : Epoch 1935 | loss: 0.0311553 | val_loss: 0.0311792 | Time: 2125.16 ms [2022-04-19 02:54:09 main:581] : INFO : Epoch 1936 | loss: 0.0311534 | val_loss: 0.0311782 | Time: 2148.69 ms [2022-04-19 02:54:11 main:581] : INFO : Epoch 1937 | loss: 0.0311593 | val_loss: 0.031192 | Time: 2129.61 ms [2022-04-19 02:54:14 main:581] : INFO : Epoch 1938 | loss: 0.0311758 | val_loss: 0.0311809 | Time: 2133.86 ms [2022-04-19 02:54:16 main:581] : INFO : Epoch 1939 | loss: 0.0311723 | val_loss: 0.0311851 | Time: 2139.07 ms [2022-04-19 02:54:18 main:581] : INFO : Epoch 1940 | loss: 0.0311697 | val_loss: 0.0311832 | Time: 2145.2 ms [2022-04-19 02:54:20 main:581] : INFO : Epoch 1941 | loss: 0.0311655 | val_loss: 0.0311853 | Time: 2147.16 ms [2022-04-19 02:54:22 main:581] : INFO : Epoch 1942 | loss: 0.031165 | val_loss: 0.0311814 | Time: 2147.84 ms [2022-04-19 02:54:24 main:581] : INFO : Epoch 1943 | loss: 0.0311652 | val_loss: 0.0311813 | Time: 2126.02 ms [2022-04-19 02:54:26 main:581] : INFO : Epoch 1944 | loss: 0.0311627 | val_loss: 0.0311811 | Time: 2144.98 ms [2022-04-19 02:54:29 main:581] : INFO : Epoch 1945 | loss: 0.0311627 | val_loss: 0.0311823 | Time: 2117.95 ms [2022-04-19 02:54:31 main:581] : INFO : Epoch 1946 | loss: 0.0311638 | val_loss: 0.0311789 | Time: 2136.02 ms [2022-04-19 02:54:33 main:581] : INFO : Epoch 1947 | loss: 0.0311606 | val_loss: 0.0311809 | Time: 2174.7 ms [2022-04-19 02:54:35 main:581] : INFO : Epoch 1948 | loss: 0.0311613 | val_loss: 0.0311816 | Time: 2132.02 ms [2022-04-19 02:54:37 main:581] : INFO : Epoch 1949 | loss: 0.0311596 | val_loss: 0.0311816 | Time: 2139.38 ms [2022-04-19 02:54:39 main:581] : INFO : Epoch 1950 | loss: 0.0311602 | val_loss: 0.0311865 | Time: 2160.92 ms [2022-04-19 02:54:41 main:581] : INFO : Epoch 1951 | loss: 0.0311595 | val_loss: 0.0311827 | Time: 2102.91 ms [2022-04-19 02:54:44 main:581] : INFO : Epoch 1952 | loss: 0.0311581 | val_loss: 0.0311808 | Time: 2143.85 ms [2022-04-19 02:54:46 main:581] : INFO : Epoch 1953 | loss: 0.0311579 | val_loss: 0.0311826 | Time: 2141.43 ms [2022-04-19 02:54:48 main:581] : INFO : Epoch 1954 | loss: 0.0311589 | val_loss: 0.0311779 | Time: 2155.32 ms [2022-04-19 02:54:50 main:581] : INFO : Epoch 1955 | loss: 0.0311596 | val_loss: 0.0311788 | Time: 2164.24 ms [2022-04-19 02:54:52 main:581] : INFO : Epoch 1956 | loss: 0.0311581 | val_loss: 0.0311781 | Time: 2120.08 ms [2022-04-19 02:54:54 main:581] : INFO : Epoch 1957 | loss: 0.0311579 | val_loss: 0.0311787 | Time: 2156.88 ms [2022-04-19 02:54:56 main:581] : INFO : Epoch 1958 | loss: 0.031157 | val_loss: 0.0311788 | Time: 2174.08 ms [2022-04-19 02:54:59 main:581] : INFO : Epoch 1959 | loss: 0.0311565 | val_loss: 0.031181 | Time: 2146.37 ms [2022-04-19 02:55:01 main:581] : INFO : Epoch 1960 | loss: 0.0311568 | val_loss: 0.0311787 | Time: 2164.17 ms [2022-04-19 02:55:03 main:581] : INFO : Epoch 1961 | loss: 0.0311544 | val_loss: 0.0311777 | Time: 2145.97 ms [2022-04-19 02:55:05 main:581] : INFO : Epoch 1962 | loss: 0.0311574 | val_loss: 0.0311833 | Time: 2177.76 ms [2022-04-19 02:55:07 main:581] : INFO : Epoch 1963 | loss: 0.0311557 | val_loss: 0.0311794 | Time: 2134.01 ms [2022-04-19 02:55:09 main:581] : INFO : Epoch 1964 | loss: 0.0311558 | val_loss: 0.0311813 | Time: 2158.77 ms [2022-04-19 02:55:12 main:581] : INFO : Epoch 1965 | loss: 0.0311549 | val_loss: 0.0311841 | Time: 2121.99 ms [2022-04-19 02:55:14 main:581] : INFO : Epoch 1966 | loss: 0.0311567 | val_loss: 0.0311778 | Time: 2108.06 ms [2022-04-19 02:55:16 main:581] : INFO : Epoch 1967 | loss: 0.0311539 | val_loss: 0.0311796 | Time: 2126.93 ms [2022-04-19 02:55:18 main:581] : INFO : Epoch 1968 | loss: 0.0311545 | val_loss: 0.0311811 | Time: 2154.03 ms [2022-04-19 02:55:20 main:581] : INFO : Epoch 1969 | loss: 0.0311548 | val_loss: 0.0311852 | Time: 2107.83 ms [2022-04-19 02:55:22 main:581] : INFO : Epoch 1970 | loss: 0.0311557 | val_loss: 0.0311812 | Time: 2136.91 ms [2022-04-19 02:55:24 main:581] : INFO : Epoch 1971 | loss: 0.0311548 | val_loss: 0.0311835 | Time: 2140.09 ms [2022-04-19 02:55:26 main:581] : INFO : Epoch 1972 | loss: 0.0311551 | val_loss: 0.031184 | Time: 2187.78 ms [2022-04-19 02:55:29 main:581] : INFO : Epoch 1973 | loss: 0.0311554 | val_loss: 0.0311825 | Time: 2161.87 ms [2022-04-19 02:55:31 main:581] : INFO : Epoch 1974 | loss: 0.0311528 | val_loss: 0.0311783 | Time: 2177.7 ms [2022-04-19 02:55:33 main:581] : INFO : Epoch 1975 | loss: 0.0311557 | val_loss: 0.0311807 | Time: 2166.45 ms [2022-04-19 02:55:35 main:581] : INFO : Epoch 1976 | loss: 0.0311536 | val_loss: 0.0311889 | Time: 2145.92 ms [2022-04-19 02:55:37 main:581] : INFO : Epoch 1977 | loss: 0.0311533 | val_loss: 0.031184 | Time: 2127.72 ms [2022-04-19 02:55:39 main:581] : INFO : Epoch 1978 | loss: 0.0311523 | val_loss: 0.0311851 | Time: 2182.14 ms [2022-04-19 02:55:42 main:581] : INFO : Epoch 1979 | loss: 0.0311503 | val_loss: 0.031181 | Time: 2148.92 ms [2022-04-19 02:55:44 main:581] : INFO : Epoch 1980 | loss: 0.0311498 | val_loss: 0.0311828 | Time: 2146.99 ms [2022-04-19 02:55:46 main:581] : INFO : Epoch 1981 | loss: 0.0311519 | val_loss: 0.0311839 | Time: 2127.73 ms [2022-04-19 02:55:48 main:581] : INFO : Epoch 1982 | loss: 0.0311511 | val_loss: 0.0311808 | Time: 2153.9 ms [2022-04-19 02:55:50 main:581] : INFO : Epoch 1983 | loss: 0.0311485 | val_loss: 0.0311856 | Time: 2150.63 ms [2022-04-19 02:55:52 main:581] : INFO : Epoch 1984 | loss: 0.0311549 | val_loss: 0.0311822 | Time: 2125.64 ms [2022-04-19 02:55:55 main:581] : INFO : Epoch 1985 | loss: 0.0311533 | val_loss: 0.0311789 | Time: 2194.45 ms [2022-04-19 02:55:57 main:581] : INFO : Epoch 1986 | loss: 0.0311516 | val_loss: 0.0311832 | Time: 2153.77 ms [2022-04-19 02:55:59 main:581] : INFO : Epoch 1987 | loss: 0.0311548 | val_loss: 0.0311812 | Time: 2106.46 ms [2022-04-19 02:56:01 main:581] : INFO : Epoch 1988 | loss: 0.0311518 | val_loss: 0.0311894 | Time: 2161.23 ms [2022-04-19 02:56:03 main:581] : INFO : Epoch 1989 | loss: 0.0311543 | val_loss: 0.0311789 | Time: 2140.69 ms [2022-04-19 02:56:05 main:581] : INFO : Epoch 1990 | loss: 0.0311549 | val_loss: 0.0311849 | Time: 2164.75 ms [2022-04-19 02:56:07 main:581] : INFO : Epoch 1991 | loss: 0.0311542 | val_loss: 0.0311763 | Time: 2160.34 ms [2022-04-19 02:56:10 main:581] : INFO : Epoch 1992 | loss: 0.0311541 | val_loss: 0.0311801 | Time: 2141.55 ms [2022-04-19 02:56:12 main:581] : INFO : Epoch 1993 | loss: 0.0311535 | val_loss: 0.031178 | Time: 2105.94 ms [2022-04-19 02:56:14 main:581] : INFO : Epoch 1994 | loss: 0.0311593 | val_loss: 0.0311766 | Time: 2123.46 ms [2022-04-19 02:56:16 main:581] : INFO : Epoch 1995 | loss: 0.0311706 | val_loss: 0.031172 | Time: 2128.87 ms [2022-04-19 02:56:18 main:581] : INFO : Epoch 1996 | loss: 0.0311669 | val_loss: 0.0311809 | Time: 2123.91 ms [2022-04-19 02:56:20 main:581] : INFO : Epoch 1997 | loss: 0.0311674 | val_loss: 0.031176 | Time: 2129.35 ms [2022-04-19 02:56:22 main:581] : INFO : Epoch 1998 | loss: 0.031167 | val_loss: 0.0311746 | Time: 2137.23 ms [2022-04-19 02:56:24 main:581] : INFO : Epoch 1999 | loss: 0.0311675 | val_loss: 0.0311752 | Time: 2134.13 ms [2022-04-19 02:56:27 main:581] : INFO : Epoch 2000 | loss: 0.031162 | val_loss: 0.0311751 | Time: 2139.74 ms [2022-04-19 02:56:29 main:581] : INFO : Epoch 2001 | loss: 0.0311628 | val_loss: 0.0311755 | Time: 2135.01 ms [2022-04-19 02:56:31 main:581] : INFO : Epoch 2002 | loss: 0.0311637 | val_loss: 0.0311755 | Time: 2118.13 ms [2022-04-19 02:56:33 main:581] : INFO : Epoch 2003 | loss: 0.0311628 | val_loss: 0.0311797 | Time: 2123.63 ms [2022-04-19 02:56:35 main:581] : INFO : Epoch 2004 | loss: 0.0311619 | val_loss: 0.0311742 | Time: 2126.17 ms [2022-04-19 02:56:37 main:581] : INFO : Epoch 2005 | loss: 0.0311588 | val_loss: 0.0311739 | Time: 2137.9 ms [2022-04-19 02:56:39 main:581] : INFO : Epoch 2006 | loss: 0.0311581 | val_loss: 0.0311752 | Time: 2174.21 ms [2022-04-19 02:56:42 main:581] : INFO : Epoch 2007 | loss: 0.0311584 | val_loss: 0.0311768 | Time: 2150.55 ms [2022-04-19 02:56:44 main:581] : INFO : Epoch 2008 | loss: 0.0311588 | val_loss: 0.031178 | Time: 2132.67 ms [2022-04-19 02:56:46 main:581] : INFO : Epoch 2009 | loss: 0.0311602 | val_loss: 0.0311729 | Time: 2136.49 ms [2022-04-19 02:56:48 main:581] : INFO : Epoch 2010 | loss: 0.0311597 | val_loss: 0.0311783 | Time: 2147.54 ms [2022-04-19 02:56:50 main:581] : INFO : Epoch 2011 | loss: 0.0311595 | val_loss: 0.0311755 | Time: 2165.92 ms [2022-04-19 02:56:52 main:581] : INFO : Epoch 2012 | loss: 0.0311576 | val_loss: 0.0311734 | Time: 2157.38 ms [2022-04-19 02:56:54 main:581] : INFO : Epoch 2013 | loss: 0.0311552 | val_loss: 0.0311762 | Time: 2158.53 ms [2022-04-19 02:56:57 main:581] : INFO : Epoch 2014 | loss: 0.0311553 | val_loss: 0.0311744 | Time: 2138.7 ms [2022-04-19 02:56:59 main:581] : INFO : Epoch 2015 | loss: 0.0311568 | val_loss: 0.0311744 | Time: 2120.99 ms [2022-04-19 02:57:01 main:581] : INFO : Epoch 2016 | loss: 0.0311561 | val_loss: 0.0311781 | Time: 2146.16 ms [2022-04-19 02:57:03 main:581] : INFO : Epoch 2017 | loss: 0.0311608 | val_loss: 0.0311765 | Time: 2144.89 ms [2022-04-19 02:57:05 main:581] : INFO : Epoch 2018 | loss: 0.0311595 | val_loss: 0.0311782 | Time: 2138.52 ms [2022-04-19 02:57:07 main:581] : INFO : Epoch 2019 | loss: 0.031158 | val_loss: 0.0311716 | Time: 2147.6 ms [2022-04-19 02:57:09 main:581] : INFO : Epoch 2020 | loss: 0.0311579 | val_loss: 0.0311748 | Time: 2164.01 ms [2022-04-19 02:57:12 main:581] : INFO : Epoch 2021 | loss: 0.031157 | val_loss: 0.0311752 | Time: 2160.4 ms [2022-04-19 02:57:14 main:581] : INFO : Epoch 2022 | loss: 0.0311562 | val_loss: 0.0311737 | Time: 2142.94 ms [2022-04-19 02:57:16 main:581] : INFO : Epoch 2023 | loss: 0.0311557 | val_loss: 0.031177 | Time: 2137.48 ms [2022-04-19 02:57:18 main:581] : INFO : Epoch 2024 | loss: 0.0311554 | val_loss: 0.0311744 | Time: 2145.34 ms [2022-04-19 02:57:20 main:581] : INFO : Epoch 2025 | loss: 0.0311558 | val_loss: 0.0311718 | Time: 2127.05 ms [2022-04-19 02:57:22 main:581] : INFO : Epoch 2026 | loss: 0.0311547 | val_loss: 0.0311747 | Time: 2133.94 ms [2022-04-19 02:57:24 main:581] : INFO : Epoch 2027 | loss: 0.0311534 | val_loss: 0.0311768 | Time: 2127 ms [2022-04-19 02:57:27 main:581] : INFO : Epoch 2028 | loss: 0.0311535 | val_loss: 0.0311732 | Time: 2136.88 ms [2022-04-19 02:57:29 main:581] : INFO : Epoch 2029 | loss: 0.0311553 | val_loss: 0.0311744 | Time: 2153.12 ms [2022-04-19 02:57:31 main:581] : INFO : Epoch 2030 | loss: 0.0311532 | val_loss: 0.0311772 | Time: 2141.45 ms [2022-04-19 02:57:33 main:581] : INFO : Epoch 2031 | loss: 0.0311545 | val_loss: 0.0311839 | Time: 2129.89 ms [2022-04-19 02:57:35 main:581] : INFO : Epoch 2032 | loss: 0.0311559 | val_loss: 0.0311809 | Time: 2148.38 ms [2022-04-19 02:57:37 main:581] : INFO : Epoch 2033 | loss: 0.031178 | val_loss: 0.0314264 | Time: 2138.08 ms [2022-04-19 02:57:39 main:581] : INFO : Epoch 2034 | loss: 0.0364999 | val_loss: 0.042792 | Time: 2147.45 ms [2022-04-19 02:57:42 main:581] : INFO : Epoch 2035 | loss: 0.0382859 | val_loss: 0.0328341 | Time: 2121.25 ms [2022-04-19 02:57:44 main:581] : INFO : Epoch 2036 | loss: 0.0320604 | val_loss: 0.0312945 | Time: 2150.69 ms [2022-04-19 02:57:46 main:581] : INFO : Epoch 2037 | loss: 0.0313585 | val_loss: 0.031269 | Time: 2120.25 ms [2022-04-19 02:57:48 main:581] : INFO : Epoch 2038 | loss: 0.0312567 | val_loss: 0.0312422 | Time: 2137.79 ms [2022-04-19 02:57:50 main:581] : INFO : Epoch 2039 | loss: 0.0312258 | val_loss: 0.0312159 | Time: 2127.83 ms [2022-04-19 02:57:52 main:581] : INFO : Epoch 2040 | loss: 0.0312117 | val_loss: 0.0312071 | Time: 2123.04 ms [2022-04-19 02:57:54 main:581] : INFO : Epoch 2041 | loss: 0.0312046 | val_loss: 0.0312017 | Time: 2144.54 ms [2022-04-19 02:57:57 main:581] : INFO : Epoch 2042 | loss: 0.0312013 | val_loss: 0.0311988 | Time: 2154.56 ms [2022-04-19 02:57:59 main:581] : INFO : Epoch 2043 | loss: 0.0311982 | val_loss: 0.0311965 | Time: 2163.84 ms [2022-04-19 02:58:01 main:581] : INFO : Epoch 2044 | loss: 0.0311957 | val_loss: 0.0311945 | Time: 2184.32 ms [2022-04-19 02:58:03 main:581] : INFO : Epoch 2045 | loss: 0.0311934 | val_loss: 0.0311942 | Time: 2144.49 ms [2022-04-19 02:58:05 main:581] : INFO : Epoch 2046 | loss: 0.0311924 | val_loss: 0.031193 | Time: 2131.42 ms [2022-04-19 02:58:07 main:581] : INFO : Epoch 2047 | loss: 0.0311915 | val_loss: 0.0311924 | Time: 2113.99 ms [2022-04-19 02:58:09 main:581] : INFO : Epoch 2048 | loss: 0.0311905 | val_loss: 0.0311919 | Time: 2183.29 ms [2022-04-19 02:58:09 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311919 [2022-04-19 02:58:09 main:610] : INFO : Saving end state to config to file [2022-04-19 02:58:09 main:615] : INFO : Success, exiting.. 02:58:09 (306130): 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)