Task 13714295
| Name | ParityModified-1647047873-13733-2-0_0 |
| Workunit | 10803897 |
| Created | 24 Mar 2022, 16:02:56 UTC |
| Sent | 31 Mar 2022, 21:17:01 UTC |
| Report deadline | 8 Apr 2022, 21:17:01 UTC |
| Received | 1 Apr 2022, 18:08:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18789 |
| Run time | 1 hours 33 min 13 sec |
| CPU time | 1 hours 32 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.61 GB |
| Peak swap size | 4.40 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 6:58 main:574] : INFO : Epoch 1542 | loss: 0.0312015 | val_loss: 0.0312068 | Time: 1535.95 ms [2022-03-31 19:17:00 main:574] : INFO : Epoch 1543 | loss: 0.0311944 | val_loss: 0.0312041 | Time: 1579.3 ms [2022-03-31 19:17:01 main:574] : INFO : Epoch 1544 | loss: 0.0311954 | val_loss: 0.0312057 | Time: 1586.5 ms [2022-03-31 19:17:03 main:574] : INFO : Epoch 1545 | loss: 0.0311951 | val_loss: 0.031208 | Time: 1521.52 ms [2022-03-31 19:17:04 main:574] : INFO : Epoch 1546 | loss: 0.0311969 | val_loss: 0.0312045 | Time: 1558.99 ms [2022-03-31 19:17:06 main:574] : INFO : Epoch 1547 | loss: 0.0311924 | val_loss: 0.0312013 | Time: 1141.98 ms [2022-03-31 19:17:07 main:574] : INFO : Epoch 1548 | loss: 0.031191 | val_loss: 0.031201 | Time: 1607.7 ms [2022-03-31 19:17:09 main:574] : INFO : Epoch 1549 | loss: 0.0311902 | val_loss: 0.0312 | Time: 1560.56 ms [2022-03-31 19:17:10 main:574] : INFO : Epoch 1550 | loss: 0.0311901 | val_loss: 0.0312027 | Time: 1583.05 ms [2022-03-31 19:17:12 main:574] : INFO : Epoch 1551 | loss: 0.0311916 | val_loss: 0.0312061 | Time: 1602.12 ms [2022-03-31 19:17:14 main:574] : INFO : Epoch 1552 | loss: 0.0311918 | val_loss: 0.031205 | Time: 1568.26 ms [2022-03-31 19:17:15 main:574] : INFO : Epoch 1553 | loss: 0.0311916 | val_loss: 0.0312001 | Time: 1468.09 ms [2022-03-31 19:17:16 main:574] : INFO : Epoch 1554 | loss: 0.0311903 | val_loss: 0.0311997 | Time: 1316.64 ms [2022-03-31 19:17:18 main:574] : INFO : Epoch 1555 | loss: 0.0311908 | val_loss: 0.031203 | Time: 1628.03 ms [2022-03-31 19:17:20 main:574] : INFO : Epoch 1556 | loss: 0.0311901 | val_loss: 0.0312013 | Time: 1574.48 ms [2022-03-31 19:17:21 main:574] : INFO : Epoch 1557 | loss: 0.0311906 | val_loss: 0.0312007 | Time: 1586.64 ms [2022-03-31 19:17:23 main:574] : INFO : Epoch 1558 | loss: 0.03119 | val_loss: 0.0312021 | Time: 1591.61 ms [2022-03-31 19:17:24 main:574] : INFO : Epoch 1559 | loss: 0.0311909 | val_loss: 0.031198 | Time: 1570.5 ms [2022-03-31 19:17:26 main:574] : INFO : Epoch 1560 | loss: 0.031193 | val_loss: 0.031197 | Time: 1271.14 ms [2022-03-31 19:17:27 main:574] : INFO : Epoch 1561 | loss: 0.0311911 | val_loss: 0.031194 | Time: 1549.04 ms [2022-03-31 19:17:29 main:574] : INFO : Epoch 1562 | loss: 0.0311927 | val_loss: 0.031194 | Time: 1601.55 ms [2022-03-31 19:17:30 main:574] : INFO : Epoch 1563 | loss: 0.0311979 | val_loss: 0.0312006 | Time: 1571.52 ms [2022-03-31 19:17:32 main:574] : INFO : Epoch 1564 | loss: 0.0311931 | val_loss: 0.0311916 | Time: 1593.92 ms [2022-03-31 19:17:34 main:574] : INFO : Epoch 1565 | loss: 0.0311923 | val_loss: 0.0311942 | Time: 1609.44 ms [2022-03-31 19:17:35 main:574] : INFO : Epoch 1566 | loss: 0.0311942 | val_loss: 0.0311912 | Time: 1499.49 ms [2022-03-31 19:17:36 main:574] : INFO : Epoch 1567 | loss: 0.0311892 | val_loss: 0.0311907 | Time: 1224.79 ms [2022-03-31 19:17:38 main:574] : INFO : Epoch 1568 | loss: 0.0311894 | val_loss: 0.031191 | Time: 1586.67 ms [2022-03-31 19:17:39 main:574] : INFO : Epoch 1569 | loss: 0.0311937 | val_loss: 0.0311951 | Time: 1557.54 ms [2022-03-31 19:17:41 main:574] : INFO : Epoch 1570 | loss: 0.0311946 | val_loss: 0.0311907 | Time: 1600.01 ms [2022-03-31 19:17:43 main:574] : INFO : Epoch 1571 | loss: 0.0311895 | val_loss: 0.0311944 | Time: 1608.19 ms [2022-03-31 19:17:44 main:574] : INFO : Epoch 1572 | loss: 0.0311925 | val_loss: 0.0312086 | Time: 1573.15 ms [2022-03-31 19:17:45 main:574] : INFO : Epoch 1573 | loss: 0.0311964 | val_loss: 0.0311911 | Time: 1286.25 ms [2022-03-31 19:17:47 main:574] : INFO : Epoch 1574 | loss: 0.0311937 | val_loss: 0.0312098 | Time: 1465.82 ms [2022-03-31 19:17:49 main:574] : INFO : Epoch 1575 | loss: 0.0311896 | val_loss: 0.0312074 | Time: 1558.36 ms [2022-03-31 19:17:50 main:574] : INFO : Epoch 1576 | loss: 0.0311873 | val_loss: 0.0311993 | Time: 1570.99 ms [2022-03-31 19:17:52 main:574] : INFO : Epoch 1577 | loss: 0.0311881 | val_loss: 0.0311989 | Time: 1593.68 ms [2022-03-31 19:17:53 main:574] : INFO : Epoch 1578 | loss: 0.031189 | val_loss: 0.0311917 | Time: 1580.07 ms [2022-03-31 19:17:55 main:574] : INFO : Epoch 1579 | loss: 0.0311888 | val_loss: 0.0311885 | Time: 1587.79 ms [2022-03-31 19:17:56 main:574] : INFO : Epoch 1580 | loss: 0.0311873 | val_loss: 0.0311943 | Time: 1161.01 ms [2022-03-31 19:17:58 main:574] : INFO : Epoch 1581 | loss: 0.0311893 | val_loss: 0.0311892 | Time: 1589.77 ms [2022-03-31 19:17:59 main:574] : INFO : Epoch 1582 | loss: 0.0311955 | val_loss: 0.0311889 | Time: 1584.15 ms [2022-03-31 19:18:01 main:574] : INFO : Epoch 1583 | loss: 0.0311911 | val_loss: 0.0311885 | Time: 1582.31 ms [2022-03-31 19:18:02 main:574] : INFO : Epoch 1584 | loss: 0.031189 | val_loss: 0.0312049 | Time: 1650.1 ms [2022-03-31 19:18:04 main:574] : INFO : Epoch 1585 | loss: 0.0311887 | val_loss: 0.0311911 | Time: 1604.61 ms [2022-03-31 19:18:05 main:574] : INFO : Epoch 1586 | loss: 0.0311873 | val_loss: 0.0311933 | Time: 1368.81 ms [2022-03-31 19:18:07 main:574] : INFO : Epoch 1587 | loss: 0.0311861 | val_loss: 0.0311961 | Time: 1411.85 ms [2022-03-31 19:18:08 main:574] : INFO : Epoch 1588 | loss: 0.0311857 | val_loss: 0.0311906 | Time: 1585.14 ms [2022-03-31 19:18:10 main:574] : INFO : Epoch 1589 | loss: 0.0311852 | val_loss: 0.0311922 | Time: 1568.57 ms [2022-03-31 19:18:12 main:574] : INFO : Epoch 1590 | loss: 0.0311845 | val_loss: 0.031191 | Time: 1543.07 ms [2022-03-31 19:18:13 main:574] : INFO : Epoch 1591 | loss: 0.0311846 | val_loss: 0.0311882 | Time: 1594.36 ms [2022-03-31 19:18:15 main:574] : INFO : Epoch 1592 | loss: 0.0311886 | val_loss: 0.0312215 | Time: 1582.76 ms [2022-03-31 19:18:16 main:574] : INFO : Epoch 1593 | loss: 0.0311889 | val_loss: 0.0311882 | Time: 1521.34 ms [2022-03-31 19:18:18 main:574] : INFO : Epoch 1594 | loss: 0.0311866 | val_loss: 0.0312067 | Time: 1589.45 ms [2022-03-31 19:18:19 main:574] : INFO : Epoch 1595 | loss: 0.0312068 | val_loss: 0.0312403 | Time: 1607.65 ms [2022-03-31 19:18:21 main:574] : INFO : Epoch 1596 | loss: 0.0311983 | val_loss: 0.0311908 | Time: 1568.06 ms [2022-03-31 19:18:23 main:574] : INFO : Epoch 1597 | loss: 0.0311884 | val_loss: 0.0311971 | Time: 1565.34 ms [2022-03-31 19:18:24 main:574] : INFO : Epoch 1598 | loss: 0.0311877 | val_loss: 0.0312273 | Time: 1531.67 ms [2022-03-31 19:18:25 main:574] : INFO : Epoch 1599 | loss: 0.0311953 | val_loss: 0.0311896 | Time: 1364.23 ms [2022-03-31 19:18:27 main:574] : INFO : Epoch 1600 | loss: 0.0311926 | val_loss: 0.0311919 | Time: 1418.67 ms [2022-03-31 19:18:28 main:574] : INFO : Epoch 1601 | loss: 0.0311906 | val_loss: 0.0311905 | Time: 1602.92 ms [2022-03-31 19:18:30 main:574] : INFO : Epoch 1602 | loss: 0.0311912 | val_loss: 0.0311938 | Time: 1581.91 ms [2022-03-31 19:18:32 main:574] : INFO : Epoch 1603 | loss: 0.0311896 | val_loss: 0.0311927 | Time: 1544.49 ms [2022-03-31 19:18:33 main:574] : INFO : Epoch 1604 | loss: 0.031196 | val_loss: 0.0311931 | Time: 1556.74 ms [2022-03-31 19:18:35 main:574] : INFO : Epoch 1605 | loss: 0.031194 | val_loss: 0.0311995 | Time: 1555.49 ms [2022-03-31 19:18:36 main:574] : INFO : Epoch 1606 | loss: 0.0311967 | val_loss: 0.0312047 | Time: 1170.88 ms [2022-03-31 19:18:37 main:574] : INFO : Epoch 1607 | loss: 0.031196 | val_loss: 0.0312058 | Time: 1559.14 ms [2022-03-31 19:18:39 main:574] : INFO : Epoch 1608 | loss: 0.0311966 | val_loss: 0.031197 | Time: 1588.72 ms [2022-03-31 19:18:41 main:574] : INFO : Epoch 1609 | loss: 0.0311953 | val_loss: 0.0312027 | Time: 1565.44 ms [2022-03-31 19:18:42 main:574] : INFO : Epoch 1610 | loss: 0.0311942 | val_loss: 0.0312011 | Time: 1563.26 ms [2022-03-31 19:18:44 main:574] : INFO : Epoch 1611 | loss: 0.0311988 | val_loss: 0.0312204 | Time: 1605.93 ms [2022-03-31 19:18:45 main:574] : INFO : Epoch 1612 | loss: 0.031196 | val_loss: 0.0311986 | Time: 1456.58 ms [2022-03-31 19:18:46 main:574] : INFO : Epoch 1613 | loss: 0.0311926 | val_loss: 0.0311958 | Time: 1244.66 ms [2022-03-31 19:18:48 main:574] : INFO : Epoch 1614 | loss: 0.03119 | val_loss: 0.0312009 | Time: 1561.45 ms [2022-03-31 19:18:50 main:574] : INFO : Epoch 1615 | loss: 0.031189 | val_loss: 0.0311945 | Time: 1574.44 ms [2022-03-31 19:18:51 main:574] : INFO : Epoch 1616 | loss: 0.0311882 | val_loss: 0.0311916 | Time: 1551.29 ms [2022-03-31 19:18:53 main:574] : INFO : Epoch 1617 | loss: 0.0311913 | val_loss: 0.0312007 | Time: 1558.14 ms [2022-03-31 19:18:54 main:574] : INFO : Epoch 1618 | loss: 0.0311875 | val_loss: 0.0312032 | Time: 1526.59 ms [2022-03-31 19:18:56 main:574] : INFO : Epoch 1619 | loss: 0.0311879 | val_loss: 0.0312186 | Time: 1274.01 ms [2022-03-31 19:18:57 main:574] : INFO : Epoch 1620 | loss: 0.0311863 | val_loss: 0.0312009 | Time: 1446.95 ms [2022-03-31 19:18:59 main:574] : INFO : Epoch 1621 | loss: 0.0311913 | val_loss: 0.0312038 | Time: 1608.06 ms [2022-03-31 19:19:00 main:574] : INFO : Epoch 1622 | loss: 0.0311949 | val_loss: 0.0311968 | Time: 1598.32 ms [2022-03-31 19:19:02 main:574] : INFO : Epoch 1623 | loss: 0.0311942 | val_loss: 0.0311958 | Time: 1584.83 ms [2022-03-31 19:19:03 main:574] : INFO : Epoch 1624 | loss: 0.0311942 | val_loss: 0.0311923 | Time: 1605.79 ms [2022-03-31 19:19:05 main:574] : INFO : Epoch 1625 | loss: 0.0311899 | val_loss: 0.0311918 | Time: 1541.36 ms [2022-03-31 19:19:06 main:574] : INFO : Epoch 1626 | loss: 0.0311877 | val_loss: 0.0312066 | Time: 1249.41 ms [2022-03-31 19:19:08 main:574] : INFO : Epoch 1627 | loss: 0.0311895 | val_loss: 0.0311942 | Time: 1590.79 ms [2022-03-31 19:19:09 main:574] : INFO : Epoch 1628 | loss: 0.0311869 | val_loss: 0.0312039 | Time: 1603.86 ms [2022-03-31 19:19:11 main:574] : INFO : Epoch 1629 | loss: 0.0311896 | val_loss: 0.0311976 | Time: 1561 ms [2022-03-31 19:19:13 main:574] : INFO : Epoch 1630 | loss: 0.0311866 | val_loss: 0.0311966 | Time: 1572 ms [2022-03-31 19:19:14 main:574] : INFO : Epoch 1631 | loss: 0.0311863 | val_loss: 0.031191 | Time: 1572.52 ms [2022-03-31 19:19:15 main:574] : INFO : Epoch 1632 | loss: 0.0311863 | val_loss: 0.0311905 | Time: 1318.59 ms [2022-03-31 19:19:17 main:574] : INFO : Epoch 1633 | loss: 0.0311943 | val_loss: 0.0311976 | Time: 1500.26 ms [2022-03-31 19:19:19 main:574] : INFO : Epoch 1634 | loss: 0.0311859 | val_loss: 0.0311904 | Time: 1594.65 ms [2022-03-31 19:19:20 main:574] : INFO : Epoch 1635 | loss: 0.0311837 | val_loss: 0.0311848 | Time: 1579.53 ms [2022-03-31 19:19:22 main:574] : INFO : Epoch 1636 | loss: 0.0311856 | val_loss: 0.0311933 | Time: 1592.49 ms [2022-03-31 19:19:23 main:574] : INFO : Epoch 1637 | loss: 0.0311864 | val_loss: 0.0311857 | Time: 1553.91 ms [2022-03-31 19:19:25 main:574] : INFO : Epoch 1638 | loss: 0.0311827 | val_loss: 0.0311835 | Time: 1598.17 ms [2022-03-31 19:19:26 main:574] : INFO : Epoch 1639 | loss: 0.0311825 | val_loss: 0.0311827 | Time: 1112.45 ms [2022-03-31 19:19:28 main:574] : INFO : Epoch 1640 | loss: 0.0311894 | val_loss: 0.0311903 | Time: 1577.35 ms [2022-03-31 19:19:29 main:574] : INFO : Epoch 1641 | loss: 0.0311904 | val_loss: 0.0311872 | Time: 1571.69 ms [2022-03-31 19:19:31 main:574] : INFO : Epoch 1642 | loss: 0.031185 | val_loss: 0.0311861 | Time: 1599.57 ms [2022-03-31 19:19:32 main:574] : INFO : Epoch 1643 | loss: 0.0311838 | val_loss: 0.0311863 | Time: 1588.3 ms [2022-03-31 19:19:34 main:574] : INFO : Epoch 1644 | loss: 0.031181 | val_loss: 0.0311872 | Time: 1545.99 ms [2022-03-31 19:19:35 main:574] : INFO : Epoch 1645 | loss: 0.0311809 | val_loss: 0.031188 | Time: 1460.61 ms [2022-03-31 19:19:37 main:574] : INFO : Epoch 1646 | loss: 0.0311795 | val_loss: 0.0311861 | Time: 1264.08 ms [2022-03-31 19:19:38 main:574] : INFO : Epoch 1647 | loss: 0.0311795 | val_loss: 0.0311912 | Time: 1562.26 ms [2022-03-31 19:19:40 main:574] : INFO : Epoch 1648 | loss: 0.0311824 | val_loss: 0.031189 | Time: 1559.29 ms [2022-03-31 19:19:41 main:574] : INFO : Epoch 1649 | loss: 0.0311806 | val_loss: 0.0311924 | Time: 1554.86 ms [2022-03-31 19:19:43 main:574] : INFO : Epoch 1650 | loss: 0.0311875 | val_loss: 0.0312019 | Time: 1563.18 ms [2022-03-31 19:19:44 main:574] : INFO : Epoch 1651 | loss: 0.0311991 | val_loss: 0.0311896 | Time: 1595.37 ms [2022-03-31 19:19:46 main:574] : INFO : Epoch 1652 | loss: 0.0311918 | val_loss: 0.0311897 | Time: 1305.39 ms [2022-03-31 19:19:47 main:574] : INFO : Epoch 1653 | loss: 0.0311948 | val_loss: 0.0311873 | Time: 1503.42 ms [2022-03-31 19:19:49 main:574] : INFO : Epoch 1654 | loss: 0.0311799 | val_loss: 0.0311898 | Time: 1550.96 ms [2022-03-31 19:19:50 main:574] : INFO : Epoch 1655 | loss: 0.0311787 | val_loss: 0.0311897 | Time: 1595.67 ms [2022-03-31 19:19:52 main:574] : INFO : Epoch 1656 | loss: 0.0311791 | val_loss: 0.0311953 | Time: 1544.07 ms [2022-03-31 19:19:54 main:574] : INFO : Epoch 1657 | loss: 0.0311789 | val_loss: 0.0311894 | Time: 1556.45 ms [2022-03-31 19:19:55 main:574] : INFO : Epoch 1658 | loss: 0.031179 | val_loss: 0.0311912 | Time: 1576.47 ms [2022-03-31 19:19:56 main:574] : INFO : Epoch 1659 | loss: 0.031184 | val_loss: 0.0311944 | Time: 1236.74 ms [2022-03-31 19:19:58 main:574] : INFO : Epoch 1660 | loss: 0.0311765 | val_loss: 0.0311908 | Time: 1587.55 ms [2022-03-31 19:20:00 main:574] : INFO : Epoch 1661 | loss: 0.0311793 | val_loss: 0.0312056 | Time: 1586.33 ms [2022-03-31 19:20:01 main:574] : INFO : Epoch 1662 | loss: 0.031177 | val_loss: 0.0311938 | Time: 1598.06 ms [2022-03-31 19:20:03 main:574] : INFO : Epoch 1663 | loss: 0.0311769 | val_loss: 0.0311957 | Time: 1578.21 ms [2022-03-31 19:20:04 main:574] : INFO : Epoch 1664 | loss: 0.0311812 | val_loss: 0.0311887 | Time: 1546.04 ms [2022-03-31 19:20:06 main:574] : INFO : Epoch 1665 | loss: 0.0311774 | val_loss: 0.0311892 | Time: 1319.14 ms [2022-03-31 19:20:07 main:574] : INFO : Epoch 1666 | loss: 0.0311843 | val_loss: 0.031192 | Time: 1378.37 ms [2022-03-31 19:20:09 main:574] : INFO : Epoch 1667 | loss: 0.0311787 | val_loss: 0.0312034 | Time: 1561.08 ms [2022-03-31 19:20:10 main:574] : INFO : Epoch 1668 | loss: 0.0311783 | val_loss: 0.0312037 | Time: 1577.95 ms [2022-03-31 19:20:12 main:574] : INFO : Epoch 1669 | loss: 0.0311827 | val_loss: 0.0311991 | Time: 1567.62 ms [2022-03-31 19:20:13 main:574] : INFO : Epoch 1670 | loss: 0.0311843 | val_loss: 0.0312431 | Time: 1552.56 ms [2022-03-31 19:20:15 main:574] : INFO : Epoch 1671 | loss: 0.0311924 | val_loss: 0.0311954 | Time: 1593.4 ms [2022-03-31 19:20:16 main:574] : INFO : Epoch 1672 | loss: 0.0311802 | val_loss: 0.0311984 | Time: 1287.94 ms [2022-03-31 19:20:18 main:574] : INFO : Epoch 1673 | loss: 0.0311764 | val_loss: 0.0312015 | Time: 1581.02 ms [2022-03-31 19:20:19 main:574] : INFO : Epoch 1674 | loss: 0.0311768 | val_loss: 0.031191 | Time: 1590.33 ms [2022-03-31 19:20:21 main:574] : INFO : Epoch 1675 | loss: 0.0311773 | val_loss: 0.0311872 | Time: 1560.69 ms [2022-03-31 19:20:22 main:574] : INFO : Epoch 1676 | loss: 0.0311751 | val_loss: 0.0311856 | Time: 1586.3 ms [2022-03-31 19:20:24 main:574] : INFO : Epoch 1677 | loss: 0.0311757 | val_loss: 0.0311923 | Time: 1565.02 ms [2022-03-31 19:20:25 main:574] : INFO : Epoch 1678 | loss: 0.0311812 | val_loss: 0.0311978 | Time: 1505.35 ms [2022-03-31 19:20:27 main:574] : INFO : Epoch 1679 | loss: 0.0311786 | val_loss: 0.0311973 | Time: 1421.92 ms [2022-03-31 19:20:29 main:574] : INFO : Epoch 1680 | loss: 0.0311804 | val_loss: 0.0311944 | Time: 1586.91 ms [2022-03-31 19:20:30 main:574] : INFO : Epoch 1681 | loss: 0.0311791 | val_loss: 0.0312097 | Time: 1529.89 ms [2022-03-31 19:20:32 main:574] : INFO : Epoch 1682 | loss: 0.0311879 | val_loss: 0.0311926 | Time: 1566.3 ms [2022-03-31 19:20:33 main:574] : INFO : Epoch 1683 | loss: 0.0311824 | val_loss: 0.0311988 | Time: 1575.9 ms [2022-03-31 19:20:35 main:574] : INFO : Epoch 1684 | loss: 0.031175 | val_loss: 0.0311973 | Time: 1569.54 ms [2022-03-31 19:20:36 main:574] : INFO : Epoch 1685 | loss: 0.0311789 | val_loss: 0.0311999 | Time: 1204.72 ms [2022-03-31 19:20:37 main:574] : INFO : Epoch 1686 | loss: 0.031177 | val_loss: 0.0311945 | Time: 1523.65 ms [2022-03-31 19:20:39 main:574] : INFO : Epoch 1687 | loss: 0.0311923 | val_loss: 0.0311868 | Time: 1576.54 ms [2022-03-31 19:20:41 main:574] : INFO : Epoch 1688 | loss: 0.0311854 | val_loss: 0.0311885 | Time: 1587.94 ms [2022-03-31 19:20:42 main:574] : INFO : Epoch 1689 | loss: 0.0311779 | val_loss: 0.0311875 | Time: 1593.37 ms [2022-03-31 19:20:44 main:574] : INFO : Epoch 1690 | loss: 0.0311785 | val_loss: 0.0311868 | Time: 1592.56 ms [2022-03-31 19:20:45 main:574] : INFO : Epoch 1691 | loss: 0.031179 | val_loss: 0.0312042 | Time: 1532.99 ms [2022-03-31 19:20:47 main:574] : INFO : Epoch 1692 | loss: 0.0311852 | val_loss: 0.0311896 | Time: 1274.71 ms [2022-03-31 19:20:48 main:574] : INFO : Epoch 1693 | loss: 0.0311902 | val_loss: 0.03119 | Time: 1566.41 ms [2022-03-31 19:20:50 main:574] : INFO : Epoch 1694 | loss: 0.0311778 | val_loss: 0.0311869 | Time: 1575.92 ms [2022-03-31 19:20:51 main:574] : INFO : Epoch 1695 | loss: 0.0311771 | val_loss: 0.0311896 | Time: 1553.03 ms [2022-03-31 19:20:53 main:574] : INFO : Epoch 1696 | loss: 0.0311774 | val_loss: 0.0311839 | Time: 1548.48 ms [2022-03-31 19:20:54 main:574] : INFO : Epoch 1697 | loss: 0.0311784 | val_loss: 0.0311819 | Time: 1537.2 ms [2022-03-31 19:20:56 main:574] : INFO : Epoch 1698 | loss: 0.0311904 | val_loss: 0.0311815 | Time: 1287.79 ms [2022-03-31 19:20:57 main:574] : INFO : Epoch 1699 | loss: 0.0311836 | val_loss: 0.031191 | Time: 1471.37 ms [2022-03-31 19:20:59 main:574] : INFO : Epoch 1700 | loss: 0.0311796 | val_loss: 0.0311905 | Time: 1553.03 ms [2022-03-31 19:21:00 main:574] : INFO : Epoch 1701 | loss: 0.0311831 | val_loss: 0.0311839 | Time: 1533.77 ms [2022-03-31 19:21:02 main:574] : INFO : Epoch 1702 | loss: 0.0311857 | val_loss: 0.031197 | Time: 1585.7 ms [2022-03-31 19:21:03 main:574] : INFO : Epoch 1703 | loss: 0.0311804 | val_loss: 0.0311837 | Time: 1567.21 ms [2022-03-31 19:21:05 main:574] : INFO : Epoch 1704 | loss: 0.0311814 | val_loss: 0.031181 | Time: 1551.08 ms [2022-03-31 19:21:06 main:574] : INFO : Epoch 1705 | loss: 0.0311815 | val_loss: 0.0311964 | Time: 1143.49 ms [2022-03-31 19:21:08 main:574] : INFO : Epoch 1706 | loss: 0.031181 | val_loss: 0.031193 | Time: 1563.46 ms [2022-03-31 19:21:09 main:574] : INFO : Epoch 1707 | loss: 0.0311781 | val_loss: 0.03118 | Time: 1536.62 ms [2022-03-31 19:21:11 main:574] : INFO : Epoch 1708 | loss: 0.0311792 | val_loss: 0.0311814 | Time: 1566.92 ms [2022-03-31 19:21:12 main:574] : INFO : Epoch 1709 | loss: 0.0311746 | val_loss: 0.03118 | Time: 1552.94 ms [2022-03-31 19:21:14 main:574] : INFO : Epoch 1710 | loss: 0.0311743 | val_loss: 0.0311839 | Time: 1569.75 ms [2022-03-31 19:21:15 main:574] : INFO : Epoch 1711 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 1492.61 ms [2022-03-31 19:21:17 main:574] : INFO : Epoch 1712 | loss: 0.0311785 | val_loss: 0.0312215 | Time: 1309.09 ms [2022-03-31 19:21:18 main:574] : INFO : Epoch 1713 | loss: 0.0311815 | val_loss: 0.0311821 | Time: 1603.24 ms [2022-03-31 19:21:20 main:574] : INFO : Epoch 1714 | loss: 0.0311754 | val_loss: 0.0311902 | Time: 1595.8 ms [2022-03-31 19:21:22 main:574] : INFO : Epoch 1715 | loss: 0.031175 | val_loss: 0.0311879 | Time: 1602.84 ms [2022-03-31 19:21:23 main:574] : INFO : Epoch 1716 | loss: 0.0311744 | val_loss: 0.0311823 | Time: 1568.25 ms [2022-03-31 19:21:25 main:574] : INFO : Epoch 1717 | loss: 0.0311771 | val_loss: 0.0311877 | Time: 1556.08 ms [2022-03-31 19:21:26 main:574] : INFO : Epoch 1718 | loss: 0.0311755 | val_loss: 0.0311949 | Time: 1305.8 ms [2022-03-31 19:21:28 main:574] : INFO : Epoch 1719 | loss: 0.0311743 | val_loss: 0.0311831 | Time: 1557.91 ms [2022-03-31 19:21:29 main:574] : INFO : Epoch 1720 | loss: 0.031175 | val_loss: 0.0311807 | Time: 1574.8 ms [2022-03-31 19:21:31 main:574] : INFO : Epoch 1721 | loss: 0.0311831 | val_loss: 0.0311807 | Time: 1588.14 ms [2022-03-31 19:21:32 main:574] : INFO : Epoch 1722 | loss: 0.0311727 | val_loss: 0.03118 | Time: 1550.75 ms [2022-03-31 19:21:34 main:574] : INFO : Epoch 1723 | loss: 0.0311734 | val_loss: 0.0311841 | Time: 1607.08 ms [2022-03-31 19:21:35 main:574] : INFO : Epoch 1724 | loss: 0.0311806 | val_loss: 0.0311996 | Time: 1496.16 ms [2022-03-31 19:21:37 main:574] : INFO : Epoch 1725 | loss: 0.0311816 | val_loss: 0.0311805 | Time: 1177.07 ms [2022-03-31 19:21:38 main:574] : INFO : Epoch 1726 | loss: 0.0311769 | val_loss: 0.0311884 | Time: 1567.44 ms [2022-03-31 19:21:40 main:574] : INFO : Epoch 1727 | loss: 0.0311814 | val_loss: 0.0312233 | Time: 1568.01 ms [2022-03-31 19:21:41 main:574] : INFO : Epoch 1728 | loss: 0.0311816 | val_loss: 0.03118 | Time: 1552.49 ms [2022-03-31 19:21:43 main:574] : INFO : Epoch 1729 | loss: 0.031171 | val_loss: 0.0311802 | Time: 1586.93 ms [2022-03-31 19:21:44 main:574] : INFO : Epoch 1730 | loss: 0.0311702 | val_loss: 0.0311786 | Time: 1572.51 ms [2022-03-31 19:21:46 main:574] : INFO : Epoch 1731 | loss: 0.031174 | val_loss: 0.0311783 | Time: 1354.5 ms [2022-03-31 19:21:47 main:574] : INFO : Epoch 1732 | loss: 0.0311691 | val_loss: 0.0311815 | Time: 1427.01 ms [2022-03-31 19:21:49 main:574] : INFO : Epoch 1733 | loss: 0.0311699 | val_loss: 0.031178 | Time: 1597.62 ms [2022-03-31 19:21:50 main:574] : INFO : Epoch 1734 | loss: 0.0311752 | val_loss: 0.0311804 | Time: 1550.35 ms [2022-03-31 19:21:52 main:574] : INFO : Epoch 1735 | loss: 0.0311691 | val_loss: 0.0311786 | Time: 1597.47 ms [2022-03-31 19:21:54 main:574] : INFO : Epoch 1736 | loss: 0.03117 | val_loss: 0.0311792 | Time: 1567.62 ms [2022-03-31 19:21:55 main:574] : INFO : Epoch 1737 | loss: 0.0311703 | val_loss: 0.0311801 | Time: 1569.95 ms [2022-03-31 19:21:56 main:574] : INFO : Epoch 1738 | loss: 0.0311714 | val_loss: 0.0311792 | Time: 1148.67 ms [2022-03-31 19:21:58 main:574] : INFO : Epoch 1739 | loss: 0.0311716 | val_loss: 0.0311817 | Time: 1572.26 ms [2022-03-31 19:21:59 main:574] : INFO : Epoch 1740 | loss: 0.031173 | val_loss: 0.0311879 | Time: 1580.27 ms [2022-03-31 19:22:01 main:574] : INFO : Epoch 1741 | loss: 0.0311766 | val_loss: 0.0311862 | Time: 1556.52 ms [2022-03-31 19:22:03 main:574] : INFO : Epoch 1742 | loss: 0.0311927 | val_loss: 0.0312113 | Time: 1607.15 ms [2022-03-31 19:22:04 main:574] : INFO : Epoch 1743 | loss: 0.0311944 | val_loss: 0.031184 | Time: 1585.55 ms [2022-03-31 19:22:06 main:574] : INFO : Epoch 1744 | loss: 0.0311873 | val_loss: 0.0311974 | Time: 1475.4 ms [2022-03-31 19:22:07 main:574] : INFO : Epoch 1745 | loss: 0.0311875 | val_loss: 0.0311795 | Time: 1479.04 ms [2022-03-31 19:22:09 main:574] : INFO : Epoch 1746 | loss: 0.0311837 | val_loss: 0.0311803 | Time: 1592.81 ms [2022-03-31 19:22:10 main:574] : INFO : Epoch 1747 | loss: 0.0311796 | val_loss: 0.0311762 | Time: 1572.89 ms [2022-03-31 19:22:12 main:574] : INFO : Epoch 1748 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 1578.77 ms [2022-03-31 19:22:13 main:574] : INFO : Epoch 1749 | loss: 0.0311782 | val_loss: 0.0311752 | Time: 1569.77 ms [2022-03-31 19:22:15 main:574] : INFO : Epoch 1750 | loss: 0.0311772 | val_loss: 0.0311773 | Time: 1596.91 ms [2022-03-31 19:22:16 main:574] : INFO : Epoch 1751 | loss: 0.0311771 | val_loss: 0.031176 | Time: 1172.38 ms [2022-03-31 19:22:18 main:574] : INFO : Epoch 1752 | loss: 0.0311761 | val_loss: 0.0311829 | Time: 1597.91 ms [2022-03-31 19:22:19 main:574] : INFO : Epoch 1753 | loss: 0.0311765 | val_loss: 0.0311778 | Time: 1549.99 ms [2022-03-31 19:22:21 main:574] : INFO : Epoch 1754 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 1567.68 ms [2022-03-31 19:22:23 main:574] : INFO : Epoch 1755 | loss: 0.0311739 | val_loss: 0.0311775 | Time: 1556.83 ms [2022-03-31 19:22:24 main:574] : INFO : Epoch 1756 | loss: 0.0311712 | val_loss: 0.0311759 | Time: 1583.55 ms [2022-03-31 19:22:26 main:574] : INFO : Epoch 1757 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 1471.38 ms [2022-03-31 19:22:27 main:574] : INFO : Epoch 1758 | loss: 0.0311745 | val_loss: 0.0311834 | Time: 1266.64 ms [2022-03-31 19:22:28 main:574] : INFO : Epoch 1759 | loss: 0.031178 | val_loss: 0.0311742 | Time: 1579.46 ms [2022-03-31 19:22:30 main:574] : INFO : Epoch 1760 | loss: 0.0311734 | val_loss: 0.0311837 | Time: 1551.5 ms [2022-03-31 19:22:32 main:574] : INFO : Epoch 1761 | loss: 0.0311732 | val_loss: 0.0311743 | Time: 1573.55 ms [2022-03-31 19:22:33 main:574] : INFO : Epoch 1762 | loss: 0.0311751 | val_loss: 0.0311773 | Time: 1560.46 ms [2022-03-31 19:22:35 main:574] : INFO : Epoch 1763 | loss: 0.0311803 | val_loss: 0.0312046 | Time: 1617.46 ms [2022-03-31 19:22:36 main:574] : INFO : Epoch 1764 | loss: 0.0311804 | val_loss: 0.0311783 | Time: 1231.9 ms [2022-03-31 19:22:37 main:574] : INFO : Epoch 1765 | loss: 0.0311781 | val_loss: 0.0311825 | Time: 1479.7 ms [2022-03-31 19:22:39 main:574] : INFO : Epoch 1766 | loss: 0.0311743 | val_loss: 0.0311806 | Time: 1587.13 ms [2022-03-31 19:22:41 main:574] : INFO : Epoch 1767 | loss: 0.0311748 | val_loss: 0.0311819 | Time: 1606.88 ms [2022-03-31 19:22:42 main:574] : INFO : Epoch 1768 | loss: 0.0311894 | val_loss: 0.031187 | Time: 1577.62 ms [2022-03-31 19:22:44 main:574] : INFO : Epoch 1769 | loss: 0.0311827 | val_loss: 0.031176 | Time: 1587.85 ms [2022-03-31 19:22:45 main:574] : INFO : Epoch 1770 | loss: 0.0311705 | val_loss: 0.0311721 | Time: 1543.53 ms [2022-03-31 19:22:47 main:574] : INFO : Epoch 1771 | loss: 0.0311684 | val_loss: 0.0311833 | Time: 1149.84 ms [2022-03-31 19:22:48 main:574] : INFO : Epoch 1772 | loss: 0.0311759 | val_loss: 0.0311714 | Time: 1579.59 ms [2022-03-31 19:22:50 main:574] : INFO : Epoch 1773 | loss: 0.0311755 | val_loss: 0.0311726 | Time: 1579.95 ms [2022-03-31 19:22:51 main:574] : INFO : Epoch 1774 | loss: 0.0311715 | val_loss: 0.0311831 | Time: 1586.27 ms [2022-03-31 19:22:53 main:574] : INFO : Epoch 1775 | loss: 0.0311735 | val_loss: 0.031172 | Time: 1555.05 ms [2022-03-31 19:22:54 main:574] : INFO : Epoch 1776 | loss: 0.0311744 | val_loss: 0.0311742 | Time: 1563.53 ms [2022-03-31 19:22:56 main:574] : INFO : Epoch 1777 | loss: 0.0311797 | val_loss: 0.0311799 | Time: 1390.25 ms [2022-03-31 19:22:57 main:574] : INFO : Epoch 1778 | loss: 0.0311861 | val_loss: 0.0311922 | Time: 1281.73 ms [2022-03-31 19:22:59 main:574] : INFO : Epoch 1779 | loss: 0.0311878 | val_loss: 0.0311838 | Time: 1584.54 ms [2022-03-31 19:23:00 main:574] : INFO : Epoch 1780 | loss: 0.0311813 | val_loss: 0.0311798 | Time: 1562.76 ms [2022-03-31 19:23:02 main:574] : INFO : Epoch 1781 | loss: 0.0311781 | val_loss: 0.0311761 | Time: 1557.22 ms [2022-03-31 19:23:03 main:574] : INFO : Epoch 1782 | loss: 0.0311818 | val_loss: 0.0311784 | Time: 1591.13 ms [2022-03-31 19:23:05 main:574] : INFO : Epoch 1783 | loss: 0.0311793 | val_loss: 0.0311754 | Time: 1580.05 ms [2022-03-31 19:23:06 main:574] : INFO : Epoch 1784 | loss: 0.0311768 | val_loss: 0.0311812 | Time: 1277.57 ms [2022-03-31 19:23:08 main:574] : INFO : Epoch 1785 | loss: 0.0311756 | val_loss: 0.0311766 | Time: 1528.25 ms [2022-03-31 19:23:09 main:574] : INFO : Epoch 1786 | loss: 0.0311737 | val_loss: 0.0311767 | Time: 1576.46 ms [2022-03-31 19:23:11 main:574] : INFO : Epoch 1787 | loss: 0.0311776 | val_loss: 0.0311754 | Time: 1589.25 ms [2022-03-31 19:23:12 main:574] : INFO : Epoch 1788 | loss: 0.0311743 | val_loss: 0.0311723 | Time: 1545.64 ms [2022-03-31 19:23:14 main:574] : INFO : Epoch 1789 | loss: 0.0311712 | val_loss: 0.0311747 | Time: 1602.55 ms [2022-03-31 19:23:16 main:574] : INFO : Epoch 1790 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 1466.01 ms [2022-03-31 19:23:17 main:574] : INFO : Epoch 1791 | loss: 0.0311769 | val_loss: 0.0311819 | Time: 1182.29 ms [2022-03-31 19:23:18 main:574] : INFO : Epoch 1792 | loss: 0.0311723 | val_loss: 0.0311904 | Time: 1583.29 ms [2022-03-31 19:23:20 main:574] : INFO : Epoch 1793 | loss: 0.0311784 | val_loss: 0.0311771 | Time: 1581.47 ms [2022-03-31 19:23:21 main:574] : INFO : Epoch 1794 | loss: 0.0311738 | val_loss: 0.031182 | Time: 1576.37 ms [2022-03-31 19:23:23 main:574] : INFO : Epoch 1795 | loss: 0.0311843 | val_loss: 0.0311815 | Time: 1586.24 ms [2022-03-31 19:23:25 main:574] : INFO : Epoch 1796 | loss: 0.0311773 | val_loss: 0.0311918 | Time: 1528.47 ms [2022-03-31 19:23:26 main:574] : INFO : Epoch 1797 | loss: 0.0311762 | val_loss: 0.0311861 | Time: 1313.4 ms [2022-03-31 19:23:27 main:574] : INFO : Epoch 1798 | loss: 0.0311737 | val_loss: 0.0311753 | Time: 1329.35 ms [2022-03-31 19:23:29 main:574] : INFO : Epoch 1799 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 1583.62 ms [2022-03-31 19:23:30 main:574] : INFO : Epoch 1800 | loss: 0.0311791 | val_loss: 0.0312101 | Time: 1576.96 ms [2022-03-31 19:23:32 main:574] : INFO : Epoch 1801 | loss: 0.0311772 | val_loss: 0.0311846 | Time: 1562.95 ms [2022-03-31 19:23:34 main:574] : INFO : Epoch 1802 | loss: 0.0311764 | val_loss: 0.0311758 | Time: 1537.65 ms [2022-03-31 19:23:35 main:574] : INFO : Epoch 1803 | loss: 0.0311841 | val_loss: 0.0311741 | Time: 1562.28 ms [2022-03-31 19:23:36 main:574] : INFO : Epoch 1804 | loss: 0.0311698 | val_loss: 0.0311758 | Time: 1110.73 ms [2022-03-31 19:23:38 main:574] : INFO : Epoch 1805 | loss: 0.0311783 | val_loss: 0.0311873 | Time: 1561.68 ms [2022-03-31 19:23:39 main:574] : INFO : Epoch 1806 | loss: 0.0311698 | val_loss: 0.0311746 | Time: 1575.94 ms [2022-03-31 19:23:41 main:574] : INFO : Epoch 1807 | loss: 0.0311683 | val_loss: 0.0311737 | Time: 1557.47 ms [2022-03-31 19:23:42 main:574] : INFO : Epoch 1808 | loss: 0.031166 | val_loss: 0.0311735 | Time: 1556.95 ms [2022-03-31 19:23:44 main:574] : INFO : Epoch 1809 | loss: 0.0311659 | val_loss: 0.0311743 | Time: 1586.82 ms [2022-03-31 19:23:46 main:574] : INFO : Epoch 1810 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 1532.72 ms [2022-03-31 19:23:47 main:574] : INFO : Epoch 1811 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 1278.77 ms [2022-03-31 19:23:48 main:574] : INFO : Epoch 1812 | loss: 0.0311681 | val_loss: 0.0311833 | Time: 1585.03 ms [2022-03-31 19:23:50 main:574] : INFO : Epoch 1813 | loss: 0.0311688 | val_loss: 0.0311779 | Time: 1580.77 ms [2022-03-31 19:23:52 main:574] : INFO : Epoch 1814 | loss: 0.0311672 | val_loss: 0.0311754 | Time: 1571.78 ms [2022-03-31 19:23:53 main:574] : INFO : Epoch 1815 | loss: 0.0311825 | val_loss: 0.0311858 | Time: 1573.81 ms [2022-03-31 19:23:55 main:574] : INFO : Epoch 1816 | loss: 0.0311734 | val_loss: 0.0311758 | Time: 1566.99 ms [2022-03-31 19:23:56 main:574] : INFO : Epoch 1817 | loss: 0.0311756 | val_loss: 0.0311854 | Time: 1309.05 ms [2022-03-31 19:23:57 main:574] : INFO : Epoch 1818 | loss: 0.0311699 | val_loss: 0.0311734 | Time: 1410.58 ms [2022-03-31 19:23:59 main:574] : INFO : Epoch 1819 | loss: 0.0311658 | val_loss: 0.0311752 | Time: 1579.54 ms [2022-03-31 19:24:01 main:574] : INFO : Epoch 1820 | loss: 0.0311706 | val_loss: 0.0311709 | Time: 1584.16 ms [2022-03-31 19:24:02 main:574] : INFO : Epoch 1821 | loss: 0.0311674 | val_loss: 0.0311863 | Time: 1525.87 ms [2022-03-31 19:24:04 main:574] : INFO : Epoch 1822 | loss: 0.031173 | val_loss: 0.0311714 | Time: 1584.86 ms [2022-03-31 19:24:05 main:574] : INFO : Epoch 1823 | loss: 0.0311663 | val_loss: 0.0311741 | Time: 1562.87 ms [2022-03-31 19:24:07 main:574] : INFO : Epoch 1824 | loss: 0.0311674 | val_loss: 0.0311738 | Time: 1182.59 ms [2022-03-31 19:24:08 main:574] : INFO : Epoch 1825 | loss: 0.0311737 | val_loss: 0.0311881 | Time: 1579.39 ms [2022-03-31 19:24:10 main:574] : INFO : Epoch 1826 | loss: 0.0311716 | val_loss: 0.0311722 | Time: 1590.21 ms [2022-03-31 19:24:11 main:574] : INFO : Epoch 1827 | loss: 0.0311655 | val_loss: 0.0311724 | Time: 1600.06 ms [2022-03-31 19:24:13 main:574] : INFO : Epoch 1828 | loss: 0.0311655 | val_loss: 0.0311895 | Time: 1569.23 ms [2022-03-31 19:24:14 main:574] : INFO : Epoch 1829 | loss: 0.0311714 | val_loss: 0.0311957 | Time: 1528.09 ms [2022-03-31 19:24:16 main:574] : INFO : Epoch 1830 | loss: 0.031169 | val_loss: 0.0311731 | Time: 1430.82 ms [2022-03-31 19:24:17 main:574] : INFO : Epoch 1831 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 1297.32 ms [2022-03-31 19:24:19 main:574] : INFO : Epoch 1832 | loss: 0.031167 | val_loss: 0.0311788 | Time: 1602.22 ms [2022-03-31 19:24:20 main:574] : INFO : Epoch 1833 | loss: 0.0311723 | val_loss: 0.0311748 | Time: 1596.96 ms [2022-03-31 19:24:22 main:574] : INFO : Epoch 1834 | loss: 0.0311766 | val_loss: 0.031175 | Time: 1562.94 ms [2022-03-31 19:24:23 main:574] : INFO : Epoch 1835 | loss: 0.0311807 | val_loss: 0.0311744 | Time: 1536.76 ms [2022-03-31 19:24:25 main:574] : INFO : Epoch 1836 | loss: 0.0311766 | val_loss: 0.031173 | Time: 1581.01 ms [2022-03-31 19:24:26 main:574] : INFO : Epoch 1837 | loss: 0.0311742 | val_loss: 0.03117 | Time: 1250.13 ms [2022-03-31 19:24:28 main:574] : INFO : Epoch 1838 | loss: 0.0311709 | val_loss: 0.0311694 | Time: 1517.19 ms [2022-03-31 19:24:29 main:574] : INFO : Epoch 1839 | loss: 0.0311704 | val_loss: 0.031178 | Time: 1596.94 ms [2022-03-31 19:24:31 main:574] : INFO : Epoch 1840 | loss: 0.0311751 | val_loss: 0.0311752 | Time: 1541.77 ms [2022-03-31 19:24:33 main:574] : INFO : Epoch 1841 | loss: 0.0311712 | val_loss: 0.031172 | Time: 1617.64 ms [2022-03-31 19:24:34 main:574] : INFO : Epoch 1842 | loss: 0.0311683 | val_loss: 0.0311707 | Time: 1545.88 ms [2022-03-31 19:24:36 main:574] : INFO : Epoch 1843 | loss: 0.0311686 | val_loss: 0.0311681 | Time: 1553.26 ms [2022-03-31 19:24:37 main:574] : INFO : Epoch 1844 | loss: 0.0311698 | val_loss: 0.0311689 | Time: 1237.71 ms [2022-03-31 19:24:38 main:574] : INFO : Epoch 1845 | loss: 0.0311823 | val_loss: 0.0311746 | Time: 1565.16 ms [2022-03-31 19:24:40 main:574] : INFO : Epoch 1846 | loss: 0.0311734 | val_loss: 0.0311715 | Time: 1576.28 ms [2022-03-31 19:24:42 main:574] : INFO : Epoch 1847 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 1563.93 ms [2022-03-31 19:24:43 main:574] : INFO : Epoch 1848 | loss: 0.031171 | val_loss: 0.0311785 | Time: 1563.63 ms [2022-03-31 19:24:45 main:574] : INFO : Epoch 1849 | loss: 0.0311722 | val_loss: 0.0311745 | Time: 1587.46 ms [2022-03-31 19:24:46 main:574] : INFO : Epoch 1850 | loss: 0.0311668 | val_loss: 0.0311678 | Time: 1328.64 ms [2022-03-31 19:24:47 main:574] : INFO : Epoch 1851 | loss: 0.0311663 | val_loss: 0.0311692 | Time: 1400.6 ms [2022-03-31 19:24:49 main:574] : INFO : Epoch 1852 | loss: 0.0311769 | val_loss: 0.0311733 | Time: 1601.05 ms [2022-03-31 19:24:51 main:574] : INFO : Epoch 1853 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 1597.76 ms [2022-03-31 19:24:52 main:574] : INFO : Epoch 1854 | loss: 0.0311638 | val_loss: 0.0311672 | Time: 1578.3 ms [2022-03-31 19:24:54 main:574] : INFO : Epoch 1855 | loss: 0.0311681 | val_loss: 0.0311685 | Time: 1550.59 ms [2022-03-31 19:24:55 main:574] : INFO : Epoch 1856 | loss: 0.0311617 | val_loss: 0.0311683 | Time: 1565.77 ms [2022-03-31 19:24:57 main:574] : INFO : Epoch 1857 | loss: 0.0311644 | val_loss: 0.0311679 | Time: 1322.56 ms [2022-03-31 19:24:58 main:574] : INFO : Epoch 1858 | loss: 0.0311671 | val_loss: 0.0311768 | Time: 1531.7 ms [2022-03-31 19:25:00 main:574] : INFO : Epoch 1859 | loss: 0.0311638 | val_loss: 0.0311659 | Time: 1573.16 ms [2022-03-31 19:25:01 main:574] : INFO : Epoch 1860 | loss: 0.0311678 | val_loss: 0.0312035 | Time: 1605.77 ms [2022-03-31 19:25:03 main:574] : INFO : Epoch 1861 | loss: 0.0311704 | val_loss: 0.0311732 | Time: 1569.33 ms [2022-03-31 19:25:05 main:574] : INFO : Epoch 1862 | loss: 0.0311687 | val_loss: 0.0311793 | Time: 1579.94 ms [2022-03-31 19:25:06 main:574] : INFO : Epoch 1863 | loss: 0.0311682 | val_loss: 0.0311666 | Time: 1417.46 ms [2022-03-31 19:25:07 main:574] : INFO : Epoch 1864 | loss: 0.0311683 | val_loss: 0.031175 | Time: 1382.23 ms [2022-03-31 19:25:09 main:574] : INFO : Epoch 1865 | loss: 0.0311652 | val_loss: 0.0311778 | Time: 1556.28 ms [2022-03-31 19:25:11 main:574] : INFO : Epoch 1866 | loss: 0.0311639 | val_loss: 0.0311693 | Time: 1590.38 ms [2022-03-31 19:25:12 main:574] : INFO : Epoch 1867 | loss: 0.0311607 | val_loss: 0.0311672 | Time: 1619.76 ms [2022-03-31 19:25:14 main:574] : INFO : Epoch 1868 | loss: 0.0311652 | val_loss: 0.0311701 | Time: 1574.49 ms [2022-03-31 19:25:15 main:574] : INFO : Epoch 1869 | loss: 0.0311619 | val_loss: 0.0311781 | Time: 1549.19 ms [2022-03-31 19:25:17 main:574] : INFO : Epoch 1870 | loss: 0.0311648 | val_loss: 0.0311669 | Time: 1285.39 ms [2022-03-31 19:25:18 main:574] : INFO : Epoch 1871 | loss: 0.0311686 | val_loss: 0.031178 | Time: 1572.25 ms [2022-03-31 19:25:20 main:574] : INFO : Epoch 1872 | loss: 0.0311656 | val_loss: 0.0311664 | Time: 1549.89 ms [2022-03-31 19:25:21 main:574] : INFO : Epoch 1873 | loss: 0.0311685 | val_loss: 0.0311742 | Time: 1557.77 ms [2022-03-31 19:25:23 main:574] : INFO : Epoch 1874 | loss: 0.0311699 | val_loss: 0.0311704 | Time: 1565.77 ms [2022-03-31 19:25:24 main:574] : INFO : Epoch 1875 | loss: 0.0311659 | val_loss: 0.031181 | Time: 1560.54 ms [2022-03-31 19:25:26 main:574] : INFO : Epoch 1876 | loss: 0.0311644 | val_loss: 0.031172 | Time: 1506.81 ms [2022-03-31 19:25:27 main:574] : INFO : Epoch 1877 | loss: 0.0311656 | val_loss: 0.031169 | Time: 1282 ms [2022-03-31 19:25:29 main:574] : INFO : Epoch 1878 | loss: 0.0311645 | val_loss: 0.0311686 | Time: 1576.46 ms [2022-03-31 19:25:30 main:574] : INFO : Epoch 1879 | loss: 0.0311658 | val_loss: 0.0311688 | Time: 1565.58 ms [2022-03-31 19:25:32 main:574] : INFO : Epoch 1880 | loss: 0.0311657 | val_loss: 0.0311675 | Time: 1579.58 ms [2022-03-31 19:25:33 main:574] : INFO : Epoch 1881 | loss: 0.0311698 | val_loss: 0.0311929 | Time: 1536.71 ms [2022-03-31 19:25:35 main:574] : INFO : Epoch 1882 | loss: 0.0311714 | val_loss: 0.031169 | Time: 1568.93 ms [2022-03-31 19:25:36 main:574] : INFO : Epoch 1883 | loss: 0.031165 | val_loss: 0.03117 | Time: 1294.01 ms [2022-03-31 19:25:38 main:574] : INFO : Epoch 1884 | loss: 0.0311703 | val_loss: 0.0311887 | Time: 1507.28 ms [2022-03-31 19:25:39 main:574] : INFO : Epoch 1885 | loss: 0.0311683 | val_loss: 0.031172 | Time: 1578.41 ms [2022-03-31 19:25:41 main:574] : INFO : Epoch 1886 | loss: 0.0311637 | val_loss: 0.0311687 | Time: 1542.68 ms [2022-03-31 19:25:42 main:574] : INFO : Epoch 1887 | loss: 0.0311662 | val_loss: 0.0311724 | Time: 1537.72 ms [2022-03-31 19:25:44 main:574] : INFO : Epoch 1888 | loss: 0.031173 | val_loss: 0.0311704 | Time: 1555.01 ms [2022-03-31 19:25:46 main:574] : INFO : Epoch 1889 | loss: 0.0311794 | val_loss: 0.0311795 | Time: 1551.79 ms [2022-03-31 19:25:47 main:574] : INFO : Epoch 1890 | loss: 0.0311795 | val_loss: 0.0311929 | Time: 1133.41 ms [2022-03-31 19:25:48 main:574] : INFO : Epoch 1891 | loss: 0.0311792 | val_loss: 0.0311706 | Time: 1563 ms [2022-03-31 19:25:50 main:574] : INFO : Epoch 1892 | loss: 0.0311681 | val_loss: 0.0311685 | Time: 1589.24 ms [2022-03-31 19:25:51 main:574] : INFO : Epoch 1893 | loss: 0.0311667 | val_loss: 0.0311718 | Time: 1563.48 ms [2022-03-31 19:25:53 main:574] : INFO : Epoch 1894 | loss: 0.0311709 | val_loss: 0.0311662 | Time: 1573.69 ms [2022-03-31 19:25:55 main:574] : INFO : Epoch 1895 | loss: 0.0311642 | val_loss: 0.0311678 | Time: 1571.12 ms [2022-03-31 19:25:56 main:574] : INFO : Epoch 1896 | loss: 0.0311641 | val_loss: 0.0311718 | Time: 1459.81 ms [2022-03-31 19:25:57 main:574] : INFO : Epoch 1897 | loss: 0.0311691 | val_loss: 0.0311708 | Time: 1319.76 ms [2022-03-31 19:25:59 main:574] : INFO : Epoch 1898 | loss: 0.0311647 | val_loss: 0.0311685 | Time: 1590.97 ms [2022-03-31 19:26:01 main:574] : INFO : Epoch 1899 | loss: 0.0311641 | val_loss: 0.0311722 | Time: 1595.37 ms [2022-03-31 19:26:02 main:574] : INFO : Epoch 1900 | loss: 0.031161 | val_loss: 0.0311672 | Time: 1598.37 ms [2022-03-31 19:26:04 main:574] : INFO : Epoch 1901 | loss: 0.0311606 | val_loss: 0.0311719 | Time: 1591.22 ms [2022-03-31 19:26:05 main:574] : INFO : Epoch 1902 | loss: 0.0311627 | val_loss: 0.0311713 | Time: 1548.61 ms [2022-03-31 19:26:07 main:574] : INFO : Epoch 1903 | loss: 0.0311663 | val_loss: 0.0311751 | Time: 1206.98 ms [2022-03-31 19:26:08 main:574] : INFO : Epoch 1904 | loss: 0.0311661 | val_loss: 0.0311692 | Time: 1557.23 ms [2022-03-31 19:26:10 main:574] : INFO : Epoch 1905 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 1575.96 ms [2022-03-31 19:26:11 main:574] : INFO : Epoch 1906 | loss: 0.0311651 | val_loss: 0.0311696 | Time: 1538.85 ms [2022-03-31 19:26:13 main:574] : INFO : Epoch 1907 | loss: 0.0311621 | val_loss: 0.0311689 | Time: 1595.07 ms [2022-03-31 19:26:14 main:574] : INFO : Epoch 1908 | loss: 0.0311594 | val_loss: 0.0311806 | Time: 1578.64 ms [2022-03-31 19:26:16 main:574] : INFO : Epoch 1909 | loss: 0.0311668 | val_loss: 0.0311906 | Time: 1510.63 ms [2022-03-31 19:26:17 main:574] : INFO : Epoch 1910 | loss: 0.0311698 | val_loss: 0.0311879 | Time: 1196.42 ms [2022-03-31 19:26:19 main:574] : INFO : Epoch 1911 | loss: 0.0311666 | val_loss: 0.0311706 | Time: 1581.47 ms [2022-03-31 19:26:20 main:574] : INFO : Epoch 1912 | loss: 0.0311605 | val_loss: 0.0311689 | Time: 1586.68 ms [2022-03-31 19:26:22 main:574] : INFO : Epoch 1913 | loss: 0.0311597 | val_loss: 0.0311872 | Time: 1598 ms [2022-03-31 19:26:23 main:574] : INFO : Epoch 1914 | loss: 0.031163 | val_loss: 0.0311775 | Time: 1574.19 ms [2022-03-31 19:26:25 main:574] : INFO : Epoch 1915 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 1578.11 ms [2022-03-31 19:26:26 main:574] : INFO : Epoch 1916 | loss: 0.0311655 | val_loss: 0.0311743 | Time: 1420.74 ms [2022-03-31 19:26:28 main:574] : INFO : Epoch 1917 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 1554.06 ms [2022-03-31 19:26:30 main:574] : INFO : Epoch 1918 | loss: 0.0311582 | val_loss: 0.0311656 | Time: 1548.32 ms [2022-03-31 19:26:31 main:574] : INFO : Epoch 1919 | loss: 0.0311579 | val_loss: 0.0311911 | Time: 1543.03 ms [2022-03-31 19:26:33 main:574] : INFO : Epoch 1920 | loss: 0.0311745 | val_loss: 0.0311719 | Time: 1597.69 ms [2022-03-31 19:26:34 main:574] : INFO : Epoch 1921 | loss: 0.0311601 | val_loss: 0.0311699 | Time: 1571.01 ms [2022-03-31 19:26:36 main:574] : INFO : Epoch 1922 | loss: 0.0311616 | val_loss: 0.0311693 | Time: 1575.7 ms [2022-03-31 19:26:37 main:574] : INFO : Epoch 1923 | loss: 0.0311628 | val_loss: 0.0311689 | Time: 1267.13 ms [2022-03-31 19:26:39 main:574] : INFO : Epoch 1924 | loss: 0.0311622 | val_loss: 0.0311772 | Time: 1581.6 ms [2022-03-31 19:26:40 main:574] : INFO : Epoch 1925 | loss: 0.0311661 | val_loss: 0.0311832 | Time: 1597.54 ms [2022-03-31 19:26:42 main:574] : INFO : Epoch 1926 | loss: 0.0311742 | val_loss: 0.0311733 | Time: 1595.08 ms [2022-03-31 19:26:43 main:574] : INFO : Epoch 1927 | loss: 0.0311664 | val_loss: 0.0311679 | Time: 1601.42 ms [2022-03-31 19:26:45 main:574] : INFO : Epoch 1928 | loss: 0.0311706 | val_loss: 0.0311733 | Time: 1586.14 ms [2022-03-31 19:26:46 main:574] : INFO : Epoch 1929 | loss: 0.0311676 | val_loss: 0.031166 | Time: 1289.64 ms [2022-03-31 19:26:48 main:574] : INFO : Epoch 1930 | loss: 0.0311602 | val_loss: 0.0311689 | Time: 1434.46 ms [2022-03-31 19:26:49 main:574] : INFO : Epoch 1931 | loss: 0.03117 | val_loss: 0.0311928 | Time: 1557.23 ms [2022-03-31 19:26:51 main:574] : INFO : Epoch 1932 | loss: 0.0311698 | val_loss: 0.0311655 | Time: 1588.7 ms [2022-03-31 19:26:53 main:574] : INFO : Epoch 1933 | loss: 0.0311615 | val_loss: 0.0311641 | Time: 1575.17 ms [2022-03-31 19:26:54 main:574] : INFO : Epoch 1934 | loss: 0.031156 | val_loss: 0.0311642 | Time: 1577.24 ms [2022-03-31 19:26:56 main:574] : INFO : Epoch 1935 | loss: 0.0311617 | val_loss: 0.0311658 | Time: 1591.05 ms [2022-03-31 19:26:57 main:574] : INFO : Epoch 1936 | loss: 0.0311623 | val_loss: 0.0311687 | Time: 1178.54 ms [2022-03-31 19:26:58 main:574] : INFO : Epoch 1937 | loss: 0.0311673 | val_loss: 0.0311643 | Time: 1584.17 ms [2022-03-31 19:27:00 main:574] : INFO : Epoch 1938 | loss: 0.0311595 | val_loss: 0.0311783 | Time: 1578.87 ms [2022-03-31 19:27:02 main:574] : INFO : Epoch 1939 | loss: 0.0311612 | val_loss: 0.0311744 | Time: 1569.66 ms [2022-03-31 19:27:03 main:574] : INFO : Epoch 1940 | loss: 0.0311648 | val_loss: 0.0311709 | Time: 1573.38 ms [2022-03-31 19:27:05 main:574] : INFO : Epoch 1941 | loss: 0.0311644 | val_loss: 0.0311637 | Time: 1548.54 ms [2022-03-31 19:27:06 main:574] : INFO : Epoch 1942 | loss: 0.0311604 | val_loss: 0.0311617 | Time: 1483.97 ms [2022-03-31 19:27:08 main:574] : INFO : Epoch 1943 | loss: 0.0311642 | val_loss: 0.0311746 | Time: 1350.77 ms [2022-03-31 19:27:09 main:574] : INFO : Epoch 1944 | loss: 0.0311611 | val_loss: 0.0311851 | Time: 1562.34 ms [2022-03-31 19:27:11 main:574] : INFO : Epoch 1945 | loss: 0.0311623 | val_loss: 0.0311641 | Time: 1605.13 ms [2022-03-31 19:27:12 main:574] : INFO : Epoch 1946 | loss: 0.0311562 | val_loss: 0.0311726 | Time: 1578.81 ms [2022-03-31 19:27:14 main:574] : INFO : Epoch 1947 | loss: 0.031157 | val_loss: 0.0311616 | Time: 1580.26 ms [2022-03-31 19:27:15 main:574] : INFO : Epoch 1948 | loss: 0.0311584 | val_loss: 0.0311728 | Time: 1550.73 ms [2022-03-31 19:27:17 main:574] : INFO : Epoch 1949 | loss: 0.0311607 | val_loss: 0.0311722 | Time: 1173 ms [2022-03-31 19:27:18 main:574] : INFO : Epoch 1950 | loss: 0.0311561 | val_loss: 0.0311648 | Time: 1543.77 ms [2022-03-31 19:27:20 main:574] : INFO : Epoch 1951 | loss: 0.0311562 | val_loss: 0.0311692 | Time: 1618 ms [2022-03-31 19:27:21 main:574] : INFO : Epoch 1952 | loss: 0.0311545 | val_loss: 0.0311668 | Time: 1546.13 ms [2022-03-31 19:27:23 main:574] : INFO : Epoch 1953 | loss: 0.0311587 | val_loss: 0.0311696 | Time: 1547.05 ms [2022-03-31 19:27:24 main:574] : INFO : Epoch 1954 | loss: 0.0311645 | val_loss: 0.0311785 | Time: 1563.17 ms [2022-03-31 19:27:26 main:574] : INFO : Epoch 1955 | loss: 0.0311615 | val_loss: 0.031167 | Time: 1537.27 ms [2022-03-31 19:27:27 main:574] : INFO : Epoch 1956 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 1253.65 ms [2022-03-31 19:27:29 main:574] : INFO : Epoch 1957 | loss: 0.0311684 | val_loss: 0.031172 | Time: 1592.77 ms [2022-03-31 19:27:30 main:574] : INFO : Epoch 1958 | loss: 0.0311702 | val_loss: 0.0311683 | Time: 1561.31 ms [2022-03-31 19:27:32 main:574] : INFO : Epoch 1959 | loss: 0.0311762 | val_loss: 0.0311789 | Time: 1579.7 ms [2022-03-31 19:27:34 main:574] : INFO : Epoch 1960 | loss: 0.0311694 | val_loss: 0.0311736 | Time: 1586.78 ms [2022-03-31 19:27:35 main:574] : INFO : Epoch 1961 | loss: 0.031168 | val_loss: 0.0311756 | Time: 1571.46 ms [2022-03-31 19:27:37 main:574] : INFO : Epoch 1962 | loss: 0.0311775 | val_loss: 0.0311793 | Time: 1324.55 ms [2022-03-31 19:27:38 main:574] : INFO : Epoch 1963 | loss: 0.031175 | val_loss: 0.0311659 | Time: 1458.16 ms [2022-03-31 19:27:40 main:574] : INFO : Epoch 1964 | loss: 0.0311662 | val_loss: 0.0311634 | Time: 1596.75 ms [2022-03-31 19:27:41 main:574] : INFO : Epoch 1965 | loss: 0.0311624 | val_loss: 0.0311699 | Time: 1557.64 ms [2022-03-31 19:27:43 main:574] : INFO : Epoch 1966 | loss: 0.0311643 | val_loss: 0.0311653 | Time: 1572.89 ms [2022-03-31 19:27:44 main:574] : INFO : Epoch 1967 | loss: 0.0311675 | val_loss: 0.0311723 | Time: 1539.16 ms [2022-03-31 19:27:46 main:574] : INFO : Epoch 1968 | loss: 0.031163 | val_loss: 0.0311656 | Time: 1566.11 ms [2022-03-31 19:27:47 main:574] : INFO : Epoch 1969 | loss: 0.0311597 | val_loss: 0.031159 | Time: 1113.45 ms [2022-03-31 19:27:49 main:574] : INFO : Epoch 1970 | loss: 0.0311648 | val_loss: 0.0311667 | Time: 1593.01 ms [2022-03-31 19:27:50 main:574] : INFO : Epoch 1971 | loss: 0.0311661 | val_loss: 0.031171 | Time: 1559.5 ms [2022-03-31 19:27:52 main:574] : INFO : Epoch 1972 | loss: 0.031162 | val_loss: 0.0311619 | Time: 1589.84 ms [2022-03-31 19:27:53 main:574] : INFO : Epoch 1973 | loss: 0.0311565 | val_loss: 0.0311627 | Time: 1572.67 ms [2022-03-31 19:27:55 main:574] : INFO : Epoch 1974 | loss: 0.0311558 | val_loss: 0.0311842 | Time: 1575.93 ms [2022-03-31 19:27:56 main:574] : INFO : Epoch 1975 | loss: 0.0311569 | val_loss: 0.0311619 | Time: 1463.15 ms [2022-03-31 19:27:58 main:574] : INFO : Epoch 1976 | loss: 0.0311537 | val_loss: 0.0311595 | Time: 1339.71 ms [2022-03-31 19:27:59 main:574] : INFO : Epoch 1977 | loss: 0.0311563 | val_loss: 0.0311607 | Time: 1551.84 ms [2022-03-31 19:28:01 main:574] : INFO : Epoch 1978 | loss: 0.0311552 | val_loss: 0.0311609 | Time: 1600.9 ms [2022-03-31 19:28:02 main:574] : INFO : Epoch 1979 | loss: 0.0311557 | val_loss: 0.0311583 | Time: 1567.43 ms [2022-03-31 19:28:04 main:574] : INFO : Epoch 1980 | loss: 0.0311628 | val_loss: 0.0311607 | Time: 1597.84 ms [2022-03-31 19:28:06 main:574] : INFO : Epoch 1981 | loss: 0.0311605 | val_loss: 0.0311673 | Time: 1552.42 ms [2022-03-31 19:28:07 main:574] : INFO : Epoch 1982 | loss: 0.0311551 | val_loss: 0.0311604 | Time: 1242.9 ms [2022-03-31 19:28:08 main:574] : INFO : Epoch 1983 | loss: 0.0311557 | val_loss: 0.0311701 | Time: 1563.43 ms [2022-03-31 19:28:10 main:574] : INFO : Epoch 1984 | loss: 0.0311567 | val_loss: 0.031161 | Time: 1591.86 ms [2022-03-31 19:28:12 main:574] : INFO : Epoch 1985 | loss: 0.031167 | val_loss: 0.0311803 | Time: 1595.37 ms [2022-03-31 19:28:13 main:574] : INFO : Epoch 1986 | loss: 0.031181 | val_loss: 0.0311727 | Time: 1568.29 ms [2022-03-31 19:28:15 main:574] : INFO : Epoch 1987 | loss: 0.0311773 | val_loss: 0.0311732 | Time: 1550.9 ms [2022-03-31 19:28:16 main:574] : INFO : Epoch 1988 | loss: 0.0311743 | val_loss: 0.03119 | Time: 1509.35 ms [2022-03-31 19:28:17 main:574] : INFO : Epoch 1989 | loss: 0.0311775 | val_loss: 0.0311714 | Time: 1248.1 ms [2022-03-31 19:28:19 main:574] : INFO : Epoch 1990 | loss: 0.0311743 | val_loss: 0.0311746 | Time: 1569.67 ms [2022-03-31 19:28:21 main:574] : INFO : Epoch 1991 | loss: 0.0311799 | val_loss: 0.0311841 | Time: 1586.2 ms [2022-03-31 19:28:22 main:574] : INFO : Epoch 1992 | loss: 0.0311759 | val_loss: 0.0311798 | Time: 1591.8 ms [2022-03-31 19:28:24 main:574] : INFO : Epoch 1993 | loss: 0.0311818 | val_loss: 0.0311804 | Time: 1594.56 ms [2022-03-31 19:28:25 main:574] : INFO : Epoch 1994 | loss: 0.0311747 | val_loss: 0.0311777 | Time: 1530.17 ms [2022-03-31 19:28:27 main:574] : INFO : Epoch 1995 | loss: 0.0311745 | val_loss: 0.0311719 | Time: 1344.63 ms [2022-03-31 19:28:28 main:574] : INFO : Epoch 1996 | loss: 0.0311775 | val_loss: 0.0311758 | Time: 1492.67 ms [2022-03-31 19:28:30 main:574] : INFO : Epoch 1997 | loss: 0.0311772 | val_loss: 0.0311713 | Time: 1557.62 ms [2022-03-31 19:28:31 main:574] : INFO : Epoch 1998 | loss: 0.0311722 | val_loss: 0.0311716 | Time: 1569.73 ms [2022-03-31 19:28:33 main:574] : INFO : Epoch 1999 | loss: 0.0311721 | val_loss: 0.0311672 | Time: 1592.92 ms [2022-03-31 19:28:34 main:574] : INFO : Epoch 2000 | loss: 0.0311668 | val_loss: 0.0311694 | Time: 1564.27 ms [2022-03-31 19:28:36 main:574] : INFO : Epoch 2001 | loss: 0.0311673 | val_loss: 0.0311659 | Time: 1550.35 ms [2022-03-31 19:28:37 main:574] : INFO : Epoch 2002 | loss: 0.0311687 | val_loss: 0.0311667 | Time: 1159.02 ms [2022-03-31 19:28:39 main:574] : INFO : Epoch 2003 | loss: 0.0311708 | val_loss: 0.0311654 | Time: 1608.82 ms [2022-03-31 19:28:40 main:574] : INFO : Epoch 2004 | loss: 0.0311668 | val_loss: 0.0311684 | Time: 1591.89 ms [2022-03-31 19:28:42 main:574] : INFO : Epoch 2005 | loss: 0.0311647 | val_loss: 0.0311636 | Time: 1613.78 ms [2022-03-31 19:28:44 main:574] : INFO : Epoch 2006 | loss: 0.0311737 | val_loss: 0.0311912 | Time: 1584.98 ms [2022-03-31 19:28:45 main:574] : INFO : Epoch 2007 | loss: 0.0311701 | val_loss: 0.0311615 | Time: 1540.97 ms [2022-03-31 19:28:46 main:574] : INFO : Epoch 2008 | loss: 0.0311623 | val_loss: 0.0311697 | Time: 1374.85 ms [2022-03-31 19:28:48 main:574] : INFO : Epoch 2009 | loss: 0.0311645 | val_loss: 0.0311679 | Time: 1367.44 ms [2022-03-31 19:28:49 main:574] : INFO : Epoch 2010 | loss: 0.0311698 | val_loss: 0.0311703 | Time: 1573.5 ms [2022-03-31 19:28:51 main:574] : INFO : Epoch 2011 | loss: 0.0311676 | val_loss: 0.031185 | Time: 1572.01 ms [2022-03-31 19:28:53 main:574] : INFO : Epoch 2012 | loss: 0.0311678 | val_loss: 0.0311697 | Time: 1612.12 ms [2022-03-31 19:28:54 main:574] : INFO : Epoch 2013 | loss: 0.0311619 | val_loss: 0.0311637 | Time: 1580.49 ms [2022-03-31 19:28:56 main:574] : INFO : Epoch 2014 | loss: 0.0311623 | val_loss: 0.0311734 | Time: 1584.36 ms [2022-03-31 19:28:57 main:574] : INFO : Epoch 2015 | loss: 0.0311665 | val_loss: 0.0311688 | Time: 1260.85 ms [2022-03-31 19:28:59 main:574] : INFO : Epoch 2016 | loss: 0.0311618 | val_loss: 0.031163 | Time: 1551.54 ms [2022-03-31 19:29:00 main:574] : INFO : Epoch 2017 | loss: 0.0311665 | val_loss: 0.0311678 | Time: 1571.93 ms [2022-03-31 19:29:02 main:574] : INFO : Epoch 2018 | loss: 0.0311598 | val_loss: 0.0311631 | Time: 1594.68 ms [2022-03-31 19:29:03 main:574] : INFO : Epoch 2019 | loss: 0.0311639 | val_loss: 0.0311797 | Time: 1562.91 ms [2022-03-31 19:29:05 main:574] : INFO : Epoch 2020 | loss: 0.031162 | val_loss: 0.0311883 | Time: 1573.74 ms [2022-03-31 19:29:06 main:574] : INFO : Epoch 2021 | loss: 0.0311647 | val_loss: 0.0311631 | Time: 1490.13 ms [2022-03-31 19:29:08 main:574] : INFO : Epoch 2022 | loss: 0.0311643 | val_loss: 0.031178 | Time: 1371.1 ms [2022-03-31 19:29:09 main:574] : INFO : Epoch 2023 | loss: 0.0311702 | val_loss: 0.031166 | Time: 1586.64 ms [2022-03-31 19:29:11 main:574] : INFO : Epoch 2024 | loss: 0.0311653 | val_loss: 0.0311715 | Time: 1569.05 ms [2022-03-31 19:29:12 main:574] : INFO : Epoch 2025 | loss: 0.0311699 | val_loss: 0.0311663 | Time: 1530.78 ms [2022-03-31 19:29:14 main:574] : INFO : Epoch 2026 | loss: 0.0311669 | val_loss: 0.031165 | Time: 1574.25 ms [2022-03-31 19:29:16 main:574] : INFO : Epoch 2027 | loss: 0.0311648 | val_loss: 0.031162 | Time: 1574.38 ms [2022-03-31 19:29:17 main:574] : INFO : Epoch 2028 | loss: 0.0311633 | val_loss: 0.0311614 | Time: 1185.12 ms [2022-03-31 19:29:18 main:574] : INFO : Epoch 2029 | loss: 0.0311629 | val_loss: 0.0311655 | Time: 1478.33 ms [2022-03-31 19:29:20 main:574] : INFO : Epoch 2030 | loss: 0.0311692 | val_loss: 0.031166 | Time: 1594.81 ms [2022-03-31 19:29:21 main:574] : INFO : Epoch 2031 | loss: 0.0311637 | val_loss: 0.0311741 | Time: 1561.75 ms [2022-03-31 19:29:23 main:574] : INFO : Epoch 2032 | loss: 0.0311739 | val_loss: 0.0311672 | Time: 1550.67 ms [2022-03-31 19:29:25 main:574] : INFO : Epoch 2033 | loss: 0.0311627 | val_loss: 0.0311658 | Time: 1575.87 ms [2022-03-31 19:29:26 main:574] : INFO : Epoch 2034 | loss: 0.0311629 | val_loss: 0.0311814 | Time: 1545.51 ms [2022-03-31 19:29:27 main:574] : INFO : Epoch 2035 | loss: 0.031164 | val_loss: 0.0311724 | Time: 1176.05 ms [2022-03-31 19:29:29 main:574] : INFO : Epoch 2036 | loss: 0.031162 | val_loss: 0.03116 | Time: 1577.37 ms [2022-03-31 19:29:30 main:574] : INFO : Epoch 2037 | loss: 0.0311611 | val_loss: 0.0311673 | Time: 1574.54 ms [2022-03-31 19:29:32 main:574] : INFO : Epoch 2038 | loss: 0.0311647 | val_loss: 0.0311685 | Time: 1581.3 ms [2022-03-31 19:29:34 main:574] : INFO : Epoch 2039 | loss: 0.031169 | val_loss: 0.0311851 | Time: 1580.19 ms [2022-03-31 19:29:35 main:574] : INFO : Epoch 2040 | loss: 0.0311732 | val_loss: 0.031164 | Time: 1573.31 ms [2022-03-31 19:29:37 main:574] : INFO : Epoch 2041 | loss: 0.0311621 | val_loss: 0.0311706 | Time: 1349.52 ms [2022-03-31 19:29:38 main:574] : INFO : Epoch 2042 | loss: 0.0311589 | val_loss: 0.0311615 | Time: 1330.22 ms [2022-03-31 19:29:39 main:574] : INFO : Epoch 2043 | loss: 0.0311596 | val_loss: 0.0311625 | Time: 1565.41 ms [2022-03-31 19:29:41 main:574] : INFO : Epoch 2044 | loss: 0.0311612 | val_loss: 0.0311667 | Time: 1557.91 ms [2022-03-31 19:29:43 main:574] : INFO : Epoch 2045 | loss: 0.0311612 | val_loss: 0.031167 | Time: 1583.48 ms [2022-03-31 19:29:44 main:574] : INFO : Epoch 2046 | loss: 0.0311629 | val_loss: 0.0311654 | Time: 1593.45 ms [2022-03-31 19:29:46 main:574] : INFO : Epoch 2047 | loss: 0.0311616 | val_loss: 0.0311616 | Time: 1592.63 ms [2022-03-31 19:29:47 main:574] : INFO : Epoch 2048 | loss: 0.0311649 | val_loss: 0.0311793 | Time: 1164.15 ms [2022-03-31 19:29:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311793 [2022-03-31 19:29:47 main:603] : INFO : Saving end state to config to file [2022-03-31 19:29:47 main:608] : INFO : Success, exiting.. 19:29:47 (2364): 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)