Task 13654234
| Name | ParityModified-1647045903-3706-2-0_0 |
| Workunit | 10747055 |
| Created | 23 Mar 2022, 8:59:00 UTC |
| Sent | 31 Mar 2022, 10:01:52 UTC |
| Report deadline | 8 Apr 2022, 10:01:52 UTC |
| Received | 31 Mar 2022, 13:30:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15842 |
| Run time | 56 min 43 sec |
| CPU time | 55 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2022-03-31 06:36:23 main:574] : INFO : Epoch 1542 | loss: 0.0311046 | val_loss: 0.0311805 | Time: 1658.41 ms [2022-03-31 06:36:24 main:574] : INFO : Epoch 1543 | loss: 0.0311022 | val_loss: 0.0311956 | Time: 1649.75 ms [2022-03-31 06:36:26 main:574] : INFO : Epoch 1544 | loss: 0.0311128 | val_loss: 0.0311965 | Time: 1634.36 ms [2022-03-31 06:36:27 main:574] : INFO : Epoch 1545 | loss: 0.0311144 | val_loss: 0.0311864 | Time: 1645.51 ms [2022-03-31 06:36:29 main:574] : INFO : Epoch 1546 | loss: 0.0311121 | val_loss: 0.0311847 | Time: 1666.17 ms [2022-03-31 06:36:31 main:574] : INFO : Epoch 1547 | loss: 0.0311083 | val_loss: 0.0311944 | Time: 1650.31 ms [2022-03-31 06:36:32 main:574] : INFO : Epoch 1548 | loss: 0.0311033 | val_loss: 0.0311927 | Time: 1636.58 ms [2022-03-31 06:36:34 main:574] : INFO : Epoch 1549 | loss: 0.0311028 | val_loss: 0.0311944 | Time: 1648.1 ms [2022-03-31 06:36:36 main:574] : INFO : Epoch 1550 | loss: 0.0311096 | val_loss: 0.0311811 | Time: 1650.89 ms [2022-03-31 06:36:37 main:574] : INFO : Epoch 1551 | loss: 0.0311105 | val_loss: 0.0311761 | Time: 1632.31 ms [2022-03-31 06:36:39 main:574] : INFO : Epoch 1552 | loss: 0.0311116 | val_loss: 0.0311841 | Time: 1633.19 ms [2022-03-31 06:36:41 main:574] : INFO : Epoch 1553 | loss: 0.0311047 | val_loss: 0.0311933 | Time: 1655.06 ms [2022-03-31 06:36:42 main:574] : INFO : Epoch 1554 | loss: 0.0311121 | val_loss: 0.0311798 | Time: 1652.03 ms [2022-03-31 06:36:44 main:574] : INFO : Epoch 1555 | loss: 0.0311128 | val_loss: 0.0311867 | Time: 1655.47 ms [2022-03-31 06:36:46 main:574] : INFO : Epoch 1556 | loss: 0.0311103 | val_loss: 0.0311843 | Time: 1652.74 ms [2022-03-31 06:36:47 main:574] : INFO : Epoch 1557 | loss: 0.0311155 | val_loss: 0.0311849 | Time: 1646.85 ms [2022-03-31 06:36:49 main:574] : INFO : Epoch 1558 | loss: 0.0311083 | val_loss: 0.0311826 | Time: 1651.93 ms [2022-03-31 06:36:51 main:574] : INFO : Epoch 1559 | loss: 0.031105 | val_loss: 0.0311827 | Time: 1651.59 ms [2022-03-31 06:36:52 main:574] : INFO : Epoch 1560 | loss: 0.0311039 | val_loss: 0.0311964 | Time: 1647 ms [2022-03-31 06:36:54 main:574] : INFO : Epoch 1561 | loss: 0.0311063 | val_loss: 0.0311885 | Time: 1634.82 ms [2022-03-31 06:36:56 main:574] : INFO : Epoch 1562 | loss: 0.0311047 | val_loss: 0.0311921 | Time: 1654.61 ms [2022-03-31 06:36:57 main:574] : INFO : Epoch 1563 | loss: 0.0311043 | val_loss: 0.0311856 | Time: 1650.94 ms [2022-03-31 06:36:59 main:574] : INFO : Epoch 1564 | loss: 0.0310996 | val_loss: 0.0311838 | Time: 1646.1 ms [2022-03-31 06:37:01 main:574] : INFO : Epoch 1565 | loss: 0.0310974 | val_loss: 0.0311872 | Time: 1655.13 ms [2022-03-31 06:37:02 main:574] : INFO : Epoch 1566 | loss: 0.0310956 | val_loss: 0.0311877 | Time: 1651.16 ms [2022-03-31 06:37:04 main:574] : INFO : Epoch 1567 | loss: 0.0310932 | val_loss: 0.0311933 | Time: 1638.95 ms [2022-03-31 06:37:05 main:574] : INFO : Epoch 1568 | loss: 0.0310912 | val_loss: 0.0311901 | Time: 1650.2 ms [2022-03-31 06:37:07 main:574] : INFO : Epoch 1569 | loss: 0.0310914 | val_loss: 0.0312002 | Time: 1631.25 ms [2022-03-31 06:37:09 main:574] : INFO : Epoch 1570 | loss: 0.0310929 | val_loss: 0.0311963 | Time: 1638.53 ms [2022-03-31 06:37:10 main:574] : INFO : Epoch 1571 | loss: 0.03109 | val_loss: 0.0311981 | Time: 1656.88 ms [2022-03-31 06:37:12 main:574] : INFO : Epoch 1572 | loss: 0.0310888 | val_loss: 0.0311928 | Time: 1630.56 ms [2022-03-31 06:37:14 main:574] : INFO : Epoch 1573 | loss: 0.0310953 | val_loss: 0.0311846 | Time: 1650.6 ms [2022-03-31 06:37:15 main:574] : INFO : Epoch 1574 | loss: 0.031105 | val_loss: 0.0311949 | Time: 1658.43 ms [2022-03-31 06:37:17 main:574] : INFO : Epoch 1575 | loss: 0.0311052 | val_loss: 0.031194 | Time: 1655.56 ms [2022-03-31 06:37:19 main:574] : INFO : Epoch 1576 | loss: 0.0311179 | val_loss: 0.0311867 | Time: 1648.21 ms [2022-03-31 06:37:20 main:574] : INFO : Epoch 1577 | loss: 0.0311083 | val_loss: 0.0311879 | Time: 1652.86 ms [2022-03-31 06:37:22 main:574] : INFO : Epoch 1578 | loss: 0.0311007 | val_loss: 0.0311909 | Time: 1646.24 ms [2022-03-31 06:37:24 main:574] : INFO : Epoch 1579 | loss: 0.0311016 | val_loss: 0.0311866 | Time: 1651.52 ms [2022-03-31 06:37:25 main:574] : INFO : Epoch 1580 | loss: 0.0311024 | val_loss: 0.0311895 | Time: 1655.2 ms [2022-03-31 06:37:27 main:574] : INFO : Epoch 1581 | loss: 0.0310957 | val_loss: 0.0311883 | Time: 1654.5 ms [2022-03-31 06:37:29 main:574] : INFO : Epoch 1582 | loss: 0.0310952 | val_loss: 0.031195 | Time: 1655.59 ms [2022-03-31 06:37:30 main:574] : INFO : Epoch 1583 | loss: 0.0311066 | val_loss: 0.0311937 | Time: 1654.77 ms [2022-03-31 06:37:32 main:574] : INFO : Epoch 1584 | loss: 0.0311028 | val_loss: 0.0311958 | Time: 1649.93 ms [2022-03-31 06:37:34 main:574] : INFO : Epoch 1585 | loss: 0.0310992 | val_loss: 0.0311938 | Time: 1644.98 ms [2022-03-31 06:37:35 main:574] : INFO : Epoch 1586 | loss: 0.0310996 | val_loss: 0.0311916 | Time: 1654.06 ms [2022-03-31 06:37:37 main:574] : INFO : Epoch 1587 | loss: 0.0310955 | val_loss: 0.0311989 | Time: 1631.65 ms [2022-03-31 06:37:39 main:574] : INFO : Epoch 1588 | loss: 0.0310915 | val_loss: 0.0311877 | Time: 1643.1 ms [2022-03-31 06:37:40 main:574] : INFO : Epoch 1589 | loss: 0.0310898 | val_loss: 0.0312008 | Time: 1646.3 ms [2022-03-31 06:37:42 main:574] : INFO : Epoch 1590 | loss: 0.0310898 | val_loss: 0.0311972 | Time: 1646.8 ms [2022-03-31 06:37:43 main:574] : INFO : Epoch 1591 | loss: 0.0310917 | val_loss: 0.0311906 | Time: 1650.6 ms [2022-03-31 06:37:45 main:574] : INFO : Epoch 1592 | loss: 0.0310899 | val_loss: 0.0311978 | Time: 1651.6 ms [2022-03-31 06:37:47 main:574] : INFO : Epoch 1593 | loss: 0.0310922 | val_loss: 0.0311967 | Time: 1642.7 ms [2022-03-31 06:37:48 main:574] : INFO : Epoch 1594 | loss: 0.0310876 | val_loss: 0.0311948 | Time: 1652.78 ms [2022-03-31 06:37:50 main:574] : INFO : Epoch 1595 | loss: 0.0310894 | val_loss: 0.0311965 | Time: 1653.6 ms [2022-03-31 06:37:52 main:574] : INFO : Epoch 1596 | loss: 0.031093 | val_loss: 0.0311924 | Time: 1648.59 ms [2022-03-31 06:37:53 main:574] : INFO : Epoch 1597 | loss: 0.0310925 | val_loss: 0.0311916 | Time: 1654.02 ms [2022-03-31 06:37:55 main:574] : INFO : Epoch 1598 | loss: 0.0310889 | val_loss: 0.0311978 | Time: 1660.17 ms [2022-03-31 06:37:57 main:574] : INFO : Epoch 1599 | loss: 0.0310845 | val_loss: 0.031191 | Time: 1649.84 ms [2022-03-31 06:37:58 main:574] : INFO : Epoch 1600 | loss: 0.031085 | val_loss: 0.0311907 | Time: 1635.8 ms [2022-03-31 06:38:00 main:574] : INFO : Epoch 1601 | loss: 0.0310871 | val_loss: 0.0311982 | Time: 1655.15 ms [2022-03-31 06:38:02 main:574] : INFO : Epoch 1602 | loss: 0.0310885 | val_loss: 0.0311965 | Time: 1650.57 ms [2022-03-31 06:38:03 main:574] : INFO : Epoch 1603 | loss: 0.0310899 | val_loss: 0.031206 | Time: 1638.91 ms [2022-03-31 06:38:05 main:574] : INFO : Epoch 1604 | loss: 0.0310896 | val_loss: 0.0311944 | Time: 1651.35 ms [2022-03-31 06:38:07 main:574] : INFO : Epoch 1605 | loss: 0.0310873 | val_loss: 0.0311861 | Time: 1648.13 ms [2022-03-31 06:38:08 main:574] : INFO : Epoch 1606 | loss: 0.0310859 | val_loss: 0.0312116 | Time: 1643.59 ms [2022-03-31 06:38:10 main:574] : INFO : Epoch 1607 | loss: 0.0310874 | val_loss: 0.0312029 | Time: 1648.61 ms [2022-03-31 06:38:12 main:574] : INFO : Epoch 1608 | loss: 0.0310917 | val_loss: 0.0312 | Time: 1647.74 ms [2022-03-31 06:38:13 main:574] : INFO : Epoch 1609 | loss: 0.0310957 | val_loss: 0.0312072 | Time: 1649.2 ms [2022-03-31 06:38:15 main:574] : INFO : Epoch 1610 | loss: 0.0311103 | val_loss: 0.0311853 | Time: 1655.29 ms [2022-03-31 06:38:17 main:574] : INFO : Epoch 1611 | loss: 0.031116 | val_loss: 0.0311846 | Time: 1641.12 ms [2022-03-31 06:38:18 main:574] : INFO : Epoch 1612 | loss: 0.0311065 | val_loss: 0.0311873 | Time: 1640.55 ms [2022-03-31 06:38:20 main:574] : INFO : Epoch 1613 | loss: 0.0311165 | val_loss: 0.0311771 | Time: 1648.68 ms [2022-03-31 06:38:21 main:574] : INFO : Epoch 1614 | loss: 0.0311247 | val_loss: 0.0311777 | Time: 1647.76 ms [2022-03-31 06:38:23 main:574] : INFO : Epoch 1615 | loss: 0.0311179 | val_loss: 0.0311795 | Time: 1648.53 ms [2022-03-31 06:38:25 main:574] : INFO : Epoch 1616 | loss: 0.0311123 | val_loss: 0.0311787 | Time: 1652.21 ms [2022-03-31 06:38:26 main:574] : INFO : Epoch 1617 | loss: 0.0311117 | val_loss: 0.0311805 | Time: 1646.93 ms [2022-03-31 06:38:28 main:574] : INFO : Epoch 1618 | loss: 0.031108 | val_loss: 0.0311841 | Time: 1641.76 ms [2022-03-31 06:38:30 main:574] : INFO : Epoch 1619 | loss: 0.0311039 | val_loss: 0.0311873 | Time: 1648.91 ms [2022-03-31 06:38:31 main:574] : INFO : Epoch 1620 | loss: 0.0311033 | val_loss: 0.0311829 | Time: 1634.82 ms [2022-03-31 06:38:33 main:574] : INFO : Epoch 1621 | loss: 0.0311044 | val_loss: 0.0311892 | Time: 1654.32 ms [2022-03-31 06:38:35 main:574] : INFO : Epoch 1622 | loss: 0.0311052 | val_loss: 0.0311871 | Time: 1652.54 ms [2022-03-31 06:38:36 main:574] : INFO : Epoch 1623 | loss: 0.0310978 | val_loss: 0.0311906 | Time: 1653.9 ms [2022-03-31 06:38:38 main:574] : INFO : Epoch 1624 | loss: 0.0310961 | val_loss: 0.0311867 | Time: 1654.35 ms [2022-03-31 06:38:40 main:574] : INFO : Epoch 1625 | loss: 0.0311058 | val_loss: 0.0312019 | Time: 1645.57 ms [2022-03-31 06:38:41 main:574] : INFO : Epoch 1626 | loss: 0.0311201 | val_loss: 0.0311793 | Time: 1654.22 ms [2022-03-31 06:38:43 main:574] : INFO : Epoch 1627 | loss: 0.0311125 | val_loss: 0.0311828 | Time: 1649.5 ms [2022-03-31 06:38:45 main:574] : INFO : Epoch 1628 | loss: 0.0311076 | val_loss: 0.0311928 | Time: 1648.04 ms [2022-03-31 06:38:46 main:574] : INFO : Epoch 1629 | loss: 0.0310989 | val_loss: 0.0311853 | Time: 1649.2 ms [2022-03-31 06:38:48 main:574] : INFO : Epoch 1630 | loss: 0.0310952 | val_loss: 0.0311925 | Time: 1654.96 ms [2022-03-31 06:38:50 main:574] : INFO : Epoch 1631 | loss: 0.0310958 | val_loss: 0.0311937 | Time: 1655.4 ms [2022-03-31 06:38:51 main:574] : INFO : Epoch 1632 | loss: 0.0310914 | val_loss: 0.0311842 | Time: 1645.6 ms [2022-03-31 06:38:53 main:574] : INFO : Epoch 1633 | loss: 0.0310937 | val_loss: 0.0311968 | Time: 1658.93 ms [2022-03-31 06:38:55 main:574] : INFO : Epoch 1634 | loss: 0.031108 | val_loss: 0.0311872 | Time: 1642.5 ms [2022-03-31 06:38:56 main:574] : INFO : Epoch 1635 | loss: 0.0311015 | val_loss: 0.0311902 | Time: 1658.88 ms [2022-03-31 06:38:58 main:574] : INFO : Epoch 1636 | loss: 0.0310994 | val_loss: 0.0311989 | Time: 1640.4 ms [2022-03-31 06:38:59 main:574] : INFO : Epoch 1637 | loss: 0.0310942 | val_loss: 0.031191 | Time: 1652.66 ms [2022-03-31 06:39:01 main:574] : INFO : Epoch 1638 | loss: 0.0310908 | val_loss: 0.0311998 | Time: 1656.15 ms [2022-03-31 06:39:03 main:574] : INFO : Epoch 1639 | loss: 0.0310905 | val_loss: 0.0311991 | Time: 1647.7 ms [2022-03-31 06:39:04 main:574] : INFO : Epoch 1640 | loss: 0.0310909 | val_loss: 0.0311914 | Time: 1657.71 ms [2022-03-31 06:39:06 main:574] : INFO : Epoch 1641 | loss: 0.0310879 | val_loss: 0.0311963 | Time: 1655.3 ms [2022-03-31 06:39:08 main:574] : INFO : Epoch 1642 | loss: 0.0310893 | val_loss: 0.0312052 | Time: 1638.84 ms [2022-03-31 06:39:09 main:574] : INFO : Epoch 1643 | loss: 0.0310886 | val_loss: 0.0311901 | Time: 1649.96 ms [2022-03-31 06:39:11 main:574] : INFO : Epoch 1644 | loss: 0.0310918 | val_loss: 0.0311925 | Time: 1649.09 ms [2022-03-31 06:39:13 main:574] : INFO : Epoch 1645 | loss: 0.0310911 | val_loss: 0.0311879 | Time: 1650.3 ms [2022-03-31 06:39:14 main:574] : INFO : Epoch 1646 | loss: 0.0310904 | val_loss: 0.0311889 | Time: 1652.39 ms [2022-03-31 06:39:16 main:574] : INFO : Epoch 1647 | loss: 0.0310886 | val_loss: 0.0311935 | Time: 1657.38 ms [2022-03-31 06:39:18 main:574] : INFO : Epoch 1648 | loss: 0.0310864 | val_loss: 0.0312087 | Time: 1652.97 ms [2022-03-31 06:39:19 main:574] : INFO : Epoch 1649 | loss: 0.0310839 | val_loss: 0.0311952 | Time: 1648.25 ms [2022-03-31 06:39:21 main:574] : INFO : Epoch 1650 | loss: 0.031085 | val_loss: 0.0312001 | Time: 1664.49 ms [2022-03-31 06:39:23 main:574] : INFO : Epoch 1651 | loss: 0.0310844 | val_loss: 0.0311979 | Time: 1648.85 ms [2022-03-31 06:39:24 main:574] : INFO : Epoch 1652 | loss: 0.0310819 | val_loss: 0.0311991 | Time: 1650.51 ms [2022-03-31 06:39:26 main:574] : INFO : Epoch 1653 | loss: 0.0310964 | val_loss: 0.0311962 | Time: 1649.55 ms [2022-03-31 06:39:28 main:574] : INFO : Epoch 1654 | loss: 0.0311045 | val_loss: 0.0311822 | Time: 1635.79 ms [2022-03-31 06:39:29 main:574] : INFO : Epoch 1655 | loss: 0.0311029 | val_loss: 0.0311848 | Time: 1632.32 ms [2022-03-31 06:39:31 main:574] : INFO : Epoch 1656 | loss: 0.0311027 | val_loss: 0.0311929 | Time: 1650.83 ms [2022-03-31 06:39:33 main:574] : INFO : Epoch 1657 | loss: 0.0311012 | val_loss: 0.0311995 | Time: 1645.3 ms [2022-03-31 06:39:34 main:574] : INFO : Epoch 1658 | loss: 0.0310953 | val_loss: 0.0311884 | Time: 1643.6 ms [2022-03-31 06:39:36 main:574] : INFO : Epoch 1659 | loss: 0.0310973 | val_loss: 0.0311926 | Time: 1659.13 ms [2022-03-31 06:39:38 main:574] : INFO : Epoch 1660 | loss: 0.0310921 | val_loss: 0.0311869 | Time: 1652.44 ms [2022-03-31 06:39:39 main:574] : INFO : Epoch 1661 | loss: 0.0310877 | val_loss: 0.0311922 | Time: 1662.38 ms [2022-03-31 06:39:41 main:574] : INFO : Epoch 1662 | loss: 0.0310988 | val_loss: 0.0311968 | Time: 1665.92 ms [2022-03-31 06:39:43 main:574] : INFO : Epoch 1663 | loss: 0.0311195 | val_loss: 0.031181 | Time: 1657.27 ms [2022-03-31 06:39:44 main:574] : INFO : Epoch 1664 | loss: 0.031128 | val_loss: 0.0311683 | Time: 1638.98 ms [2022-03-31 06:39:46 main:574] : INFO : Epoch 1665 | loss: 0.0311289 | val_loss: 0.0311747 | Time: 1639.66 ms [2022-03-31 06:39:47 main:574] : INFO : Epoch 1666 | loss: 0.0311231 | val_loss: 0.0311806 | Time: 1640.85 ms [2022-03-31 06:39:49 main:574] : INFO : Epoch 1667 | loss: 0.0311179 | val_loss: 0.0311794 | Time: 1652.35 ms [2022-03-31 06:39:51 main:574] : INFO : Epoch 1668 | loss: 0.0311146 | val_loss: 0.0311831 | Time: 1644.7 ms [2022-03-31 06:39:52 main:574] : INFO : Epoch 1669 | loss: 0.0311107 | val_loss: 0.0311741 | Time: 1645.37 ms [2022-03-31 06:39:54 main:574] : INFO : Epoch 1670 | loss: 0.0311095 | val_loss: 0.0311801 | Time: 1647.57 ms [2022-03-31 06:39:56 main:574] : INFO : Epoch 1671 | loss: 0.0311071 | val_loss: 0.0311789 | Time: 1667.52 ms [2022-03-31 06:39:57 main:574] : INFO : Epoch 1672 | loss: 0.0311089 | val_loss: 0.0311743 | Time: 1650.32 ms [2022-03-31 06:39:59 main:574] : INFO : Epoch 1673 | loss: 0.0311069 | val_loss: 0.0311879 | Time: 1645.14 ms [2022-03-31 06:40:01 main:574] : INFO : Epoch 1674 | loss: 0.0311039 | val_loss: 0.031174 | Time: 1649.94 ms [2022-03-31 06:40:02 main:574] : INFO : Epoch 1675 | loss: 0.0311017 | val_loss: 0.03119 | Time: 1641.43 ms [2022-03-31 06:40:04 main:574] : INFO : Epoch 1676 | loss: 0.0310998 | val_loss: 0.0311876 | Time: 1646.68 ms [2022-03-31 06:40:06 main:574] : INFO : Epoch 1677 | loss: 0.0310983 | val_loss: 0.0311789 | Time: 1650.91 ms [2022-03-31 06:40:07 main:574] : INFO : Epoch 1678 | loss: 0.0310994 | val_loss: 0.0311806 | Time: 1659.44 ms [2022-03-31 06:40:09 main:574] : INFO : Epoch 1679 | loss: 0.0311024 | val_loss: 0.031192 | Time: 1657.79 ms [2022-03-31 06:40:11 main:574] : INFO : Epoch 1680 | loss: 0.0311244 | val_loss: 0.0311764 | Time: 1650.6 ms [2022-03-31 06:40:12 main:574] : INFO : Epoch 1681 | loss: 0.0311453 | val_loss: 0.0311922 | Time: 1646.51 ms [2022-03-31 06:40:14 main:574] : INFO : Epoch 1682 | loss: 0.031133 | val_loss: 0.0311757 | Time: 1655.16 ms [2022-03-31 06:40:16 main:574] : INFO : Epoch 1683 | loss: 0.0311225 | val_loss: 0.031182 | Time: 1650.57 ms [2022-03-31 06:40:17 main:574] : INFO : Epoch 1684 | loss: 0.0311162 | val_loss: 0.0311816 | Time: 1637.73 ms [2022-03-31 06:40:19 main:574] : INFO : Epoch 1685 | loss: 0.0311115 | val_loss: 0.0311793 | Time: 1641.84 ms [2022-03-31 06:40:21 main:574] : INFO : Epoch 1686 | loss: 0.0311085 | val_loss: 0.0311755 | Time: 1651.69 ms [2022-03-31 06:40:22 main:574] : INFO : Epoch 1687 | loss: 0.0311078 | val_loss: 0.0311862 | Time: 1636.88 ms [2022-03-31 06:40:24 main:574] : INFO : Epoch 1688 | loss: 0.0311097 | val_loss: 0.0311857 | Time: 1633.87 ms [2022-03-31 06:40:25 main:574] : INFO : Epoch 1689 | loss: 0.0311108 | val_loss: 0.0311813 | Time: 1641.42 ms [2022-03-31 06:40:27 main:574] : INFO : Epoch 1690 | loss: 0.0311132 | val_loss: 0.0311763 | Time: 1645.89 ms [2022-03-31 06:40:29 main:574] : INFO : Epoch 1691 | loss: 0.0311104 | val_loss: 0.0311834 | Time: 1642.37 ms [2022-03-31 06:40:30 main:574] : INFO : Epoch 1692 | loss: 0.0311069 | val_loss: 0.0311877 | Time: 1652.92 ms [2022-03-31 06:40:32 main:574] : INFO : Epoch 1693 | loss: 0.0311101 | val_loss: 0.0311797 | Time: 1644.81 ms [2022-03-31 06:40:34 main:574] : INFO : Epoch 1694 | loss: 0.0311043 | val_loss: 0.0311919 | Time: 1660.32 ms [2022-03-31 06:40:35 main:574] : INFO : Epoch 1695 | loss: 0.0310994 | val_loss: 0.03119 | Time: 1660.99 ms [2022-03-31 06:40:37 main:574] : INFO : Epoch 1696 | loss: 0.0310986 | val_loss: 0.0311853 | Time: 1642.09 ms [2022-03-31 06:40:39 main:574] : INFO : Epoch 1697 | loss: 0.0311059 | val_loss: 0.0311825 | Time: 1648.84 ms [2022-03-31 06:40:40 main:574] : INFO : Epoch 1698 | loss: 0.0311022 | val_loss: 0.0311758 | Time: 1647.83 ms [2022-03-31 06:40:42 main:574] : INFO : Epoch 1699 | loss: 0.0310988 | val_loss: 0.0311838 | Time: 1641.91 ms [2022-03-31 06:40:44 main:574] : INFO : Epoch 1700 | loss: 0.031098 | val_loss: 0.0311854 | Time: 1651.44 ms [2022-03-31 06:40:45 main:574] : INFO : Epoch 1701 | loss: 0.0310969 | val_loss: 0.0311835 | Time: 1650.45 ms [2022-03-31 06:40:47 main:574] : INFO : Epoch 1702 | loss: 0.0310935 | val_loss: 0.0311804 | Time: 1654.49 ms [2022-03-31 06:40:49 main:574] : INFO : Epoch 1703 | loss: 0.0310927 | val_loss: 0.031195 | Time: 1652.6 ms [2022-03-31 06:40:50 main:574] : INFO : Epoch 1704 | loss: 0.0310944 | val_loss: 0.0311777 | Time: 1655.97 ms [2022-03-31 06:40:52 main:574] : INFO : Epoch 1705 | loss: 0.0310953 | val_loss: 0.0311892 | Time: 1652.74 ms [2022-03-31 06:40:54 main:574] : INFO : Epoch 1706 | loss: 0.03109 | val_loss: 0.0311877 | Time: 1649.27 ms [2022-03-31 06:40:55 main:574] : INFO : Epoch 1707 | loss: 0.0310972 | val_loss: 0.031194 | Time: 1655 ms [2022-03-31 06:40:57 main:574] : INFO : Epoch 1708 | loss: 0.031105 | val_loss: 0.031192 | Time: 1639.24 ms [2022-03-31 06:40:59 main:574] : INFO : Epoch 1709 | loss: 0.031099 | val_loss: 0.0311819 | Time: 1644.5 ms [2022-03-31 06:41:00 main:574] : INFO : Epoch 1710 | loss: 0.031119 | val_loss: 0.0312 | Time: 1652.87 ms [2022-03-31 06:41:02 main:574] : INFO : Epoch 1711 | loss: 0.0311636 | val_loss: 0.031171 | Time: 1657.34 ms [2022-03-31 06:41:03 main:574] : INFO : Epoch 1712 | loss: 0.0311506 | val_loss: 0.0311706 | Time: 1644.35 ms [2022-03-31 06:41:05 main:574] : INFO : Epoch 1713 | loss: 0.0311429 | val_loss: 0.0311727 | Time: 1645.63 ms [2022-03-31 06:41:07 main:574] : INFO : Epoch 1714 | loss: 0.0311405 | val_loss: 0.0311718 | Time: 1650.9 ms [2022-03-31 06:41:08 main:574] : INFO : Epoch 1715 | loss: 0.0311386 | val_loss: 0.0311674 | Time: 1655.22 ms [2022-03-31 06:41:10 main:574] : INFO : Epoch 1716 | loss: 0.031133 | val_loss: 0.0311753 | Time: 1647 ms [2022-03-31 06:41:12 main:574] : INFO : Epoch 1717 | loss: 0.0311291 | val_loss: 0.0311667 | Time: 1654.19 ms [2022-03-31 06:41:13 main:574] : INFO : Epoch 1718 | loss: 0.0311257 | val_loss: 0.0311724 | Time: 1649.83 ms [2022-03-31 06:41:15 main:574] : INFO : Epoch 1719 | loss: 0.0311214 | val_loss: 0.0311729 | Time: 1656.24 ms [2022-03-31 06:41:17 main:574] : INFO : Epoch 1720 | loss: 0.0311207 | val_loss: 0.0311771 | Time: 1648.18 ms [2022-03-31 06:41:18 main:574] : INFO : Epoch 1721 | loss: 0.0311156 | val_loss: 0.0311816 | Time: 1650.15 ms [2022-03-31 06:41:20 main:574] : INFO : Epoch 1722 | loss: 0.0311128 | val_loss: 0.0311854 | Time: 1661.08 ms [2022-03-31 06:41:22 main:574] : INFO : Epoch 1723 | loss: 0.031113 | val_loss: 0.0311803 | Time: 1650.6 ms [2022-03-31 06:41:23 main:574] : INFO : Epoch 1724 | loss: 0.0311099 | val_loss: 0.0311798 | Time: 1647.35 ms [2022-03-31 06:41:25 main:574] : INFO : Epoch 1725 | loss: 0.0311055 | val_loss: 0.0311852 | Time: 1635 ms [2022-03-31 06:41:27 main:574] : INFO : Epoch 1726 | loss: 0.0311075 | val_loss: 0.0311856 | Time: 1650.66 ms [2022-03-31 06:41:28 main:574] : INFO : Epoch 1727 | loss: 0.0311046 | val_loss: 0.0311829 | Time: 1672.43 ms [2022-03-31 06:41:30 main:574] : INFO : Epoch 1728 | loss: 0.0311045 | val_loss: 0.0311827 | Time: 1649.77 ms [2022-03-31 06:41:32 main:574] : INFO : Epoch 1729 | loss: 0.0311018 | val_loss: 0.0311925 | Time: 1648.67 ms [2022-03-31 06:41:33 main:574] : INFO : Epoch 1730 | loss: 0.0311019 | val_loss: 0.0311801 | Time: 1654.78 ms [2022-03-31 06:41:35 main:574] : INFO : Epoch 1731 | loss: 0.0311035 | val_loss: 0.0311761 | Time: 1641.06 ms [2022-03-31 06:41:37 main:574] : INFO : Epoch 1732 | loss: 0.0311108 | val_loss: 0.031174 | Time: 1649.21 ms [2022-03-31 06:41:38 main:574] : INFO : Epoch 1733 | loss: 0.0311049 | val_loss: 0.0311835 | Time: 1646.01 ms [2022-03-31 06:41:40 main:574] : INFO : Epoch 1734 | loss: 0.0311012 | val_loss: 0.0311847 | Time: 1651.75 ms [2022-03-31 06:41:42 main:574] : INFO : Epoch 1735 | loss: 0.0310978 | val_loss: 0.0311792 | Time: 1660.19 ms [2022-03-31 06:41:43 main:574] : INFO : Epoch 1736 | loss: 0.0310957 | val_loss: 0.0311873 | Time: 1646.2 ms [2022-03-31 06:41:45 main:574] : INFO : Epoch 1737 | loss: 0.0310937 | val_loss: 0.0311853 | Time: 1651.48 ms [2022-03-31 06:41:47 main:574] : INFO : Epoch 1738 | loss: 0.0310983 | val_loss: 0.0311777 | Time: 1651.14 ms [2022-03-31 06:41:48 main:574] : INFO : Epoch 1739 | loss: 0.0311408 | val_loss: 0.0311669 | Time: 1656.97 ms [2022-03-31 06:41:50 main:574] : INFO : Epoch 1740 | loss: 0.0311365 | val_loss: 0.031172 | Time: 1642.6 ms [2022-03-31 06:41:51 main:574] : INFO : Epoch 1741 | loss: 0.0311307 | val_loss: 0.0311705 | Time: 1648.9 ms [2022-03-31 06:41:53 main:574] : INFO : Epoch 1742 | loss: 0.0311242 | val_loss: 0.0311719 | Time: 1635.69 ms [2022-03-31 06:41:55 main:574] : INFO : Epoch 1743 | loss: 0.0311194 | val_loss: 0.0311828 | Time: 1650.31 ms [2022-03-31 06:41:56 main:574] : INFO : Epoch 1744 | loss: 0.0311157 | val_loss: 0.0311741 | Time: 1654.11 ms [2022-03-31 06:41:58 main:574] : INFO : Epoch 1745 | loss: 0.0311115 | val_loss: 0.0311744 | Time: 1655.97 ms [2022-03-31 06:42:00 main:574] : INFO : Epoch 1746 | loss: 0.0311072 | val_loss: 0.0311813 | Time: 1657.05 ms [2022-03-31 06:42:01 main:574] : INFO : Epoch 1747 | loss: 0.0311077 | val_loss: 0.0311832 | Time: 1639.92 ms [2022-03-31 06:42:03 main:574] : INFO : Epoch 1748 | loss: 0.0311079 | val_loss: 0.0311786 | Time: 1647.87 ms [2022-03-31 06:42:05 main:574] : INFO : Epoch 1749 | loss: 0.0311011 | val_loss: 0.0311817 | Time: 1654.56 ms [2022-03-31 06:42:06 main:574] : INFO : Epoch 1750 | loss: 0.0311033 | val_loss: 0.0311863 | Time: 1652.48 ms [2022-03-31 06:42:08 main:574] : INFO : Epoch 1751 | loss: 0.0311 | val_loss: 0.0311819 | Time: 1650.21 ms [2022-03-31 06:42:10 main:574] : INFO : Epoch 1752 | loss: 0.0310982 | val_loss: 0.0311918 | Time: 1651.41 ms [2022-03-31 06:42:11 main:574] : INFO : Epoch 1753 | loss: 0.0310978 | val_loss: 0.0311867 | Time: 1650.21 ms [2022-03-31 06:42:13 main:574] : INFO : Epoch 1754 | loss: 0.0310921 | val_loss: 0.0311884 | Time: 1650.91 ms [2022-03-31 06:42:15 main:574] : INFO : Epoch 1755 | loss: 0.031093 | val_loss: 0.0311888 | Time: 1651.3 ms [2022-03-31 06:42:16 main:574] : INFO : Epoch 1756 | loss: 0.0310924 | val_loss: 0.0311936 | Time: 1656.03 ms [2022-03-31 06:42:18 main:574] : INFO : Epoch 1757 | loss: 0.0310947 | val_loss: 0.0311877 | Time: 1639.39 ms [2022-03-31 06:42:20 main:574] : INFO : Epoch 1758 | loss: 0.031096 | val_loss: 0.0311877 | Time: 1648.91 ms [2022-03-31 06:42:21 main:574] : INFO : Epoch 1759 | loss: 0.0310912 | val_loss: 0.0311925 | Time: 1641.61 ms [2022-03-31 06:42:23 main:574] : INFO : Epoch 1760 | loss: 0.0310899 | val_loss: 0.0311914 | Time: 1660.2 ms [2022-03-31 06:42:25 main:574] : INFO : Epoch 1761 | loss: 0.0310892 | val_loss: 0.0311943 | Time: 1651.68 ms [2022-03-31 06:42:26 main:574] : INFO : Epoch 1762 | loss: 0.0310883 | val_loss: 0.031189 | Time: 1644.27 ms [2022-03-31 06:42:28 main:574] : INFO : Epoch 1763 | loss: 0.0310916 | val_loss: 0.0311819 | Time: 1643.28 ms [2022-03-31 06:42:29 main:574] : INFO : Epoch 1764 | loss: 0.0310884 | val_loss: 0.0311915 | Time: 1630.81 ms [2022-03-31 06:42:31 main:574] : INFO : Epoch 1765 | loss: 0.0310961 | val_loss: 0.0311849 | Time: 1651.73 ms [2022-03-31 06:42:33 main:574] : INFO : Epoch 1766 | loss: 0.0310907 | val_loss: 0.031188 | Time: 1659.06 ms [2022-03-31 06:42:34 main:574] : INFO : Epoch 1767 | loss: 0.0310866 | val_loss: 0.0311975 | Time: 1648 ms [2022-03-31 06:42:36 main:574] : INFO : Epoch 1768 | loss: 0.0310854 | val_loss: 0.031191 | Time: 1651.63 ms [2022-03-31 06:42:38 main:574] : INFO : Epoch 1769 | loss: 0.031087 | val_loss: 0.0311908 | Time: 1631.55 ms [2022-03-31 06:42:39 main:574] : INFO : Epoch 1770 | loss: 0.0310905 | val_loss: 0.0311945 | Time: 1658.87 ms [2022-03-31 06:42:41 main:574] : INFO : Epoch 1771 | loss: 0.0310935 | val_loss: 0.0311885 | Time: 1662.64 ms [2022-03-31 06:42:43 main:574] : INFO : Epoch 1772 | loss: 0.0310937 | val_loss: 0.0311925 | Time: 1640.46 ms [2022-03-31 06:42:44 main:574] : INFO : Epoch 1773 | loss: 0.0311126 | val_loss: 0.0311895 | Time: 1651.35 ms [2022-03-31 06:42:46 main:574] : INFO : Epoch 1774 | loss: 0.0311106 | val_loss: 0.0311708 | Time: 1655.4 ms [2022-03-31 06:42:48 main:574] : INFO : Epoch 1775 | loss: 0.0311023 | val_loss: 0.0311808 | Time: 1649.38 ms [2022-03-31 06:42:49 main:574] : INFO : Epoch 1776 | loss: 0.0310994 | val_loss: 0.0311881 | Time: 1652.97 ms [2022-03-31 06:42:51 main:574] : INFO : Epoch 1777 | loss: 0.0310969 | val_loss: 0.0311862 | Time: 1652.82 ms [2022-03-31 06:42:53 main:574] : INFO : Epoch 1778 | loss: 0.0310941 | val_loss: 0.0311845 | Time: 1658.67 ms [2022-03-31 06:42:54 main:574] : INFO : Epoch 1779 | loss: 0.0310928 | val_loss: 0.031187 | Time: 1651.44 ms [2022-03-31 06:42:56 main:574] : INFO : Epoch 1780 | loss: 0.0310954 | val_loss: 0.0311871 | Time: 1651.22 ms [2022-03-31 06:42:58 main:574] : INFO : Epoch 1781 | loss: 0.031093 | val_loss: 0.0311935 | Time: 1651.83 ms [2022-03-31 06:42:59 main:574] : INFO : Epoch 1782 | loss: 0.0310968 | val_loss: 0.0311776 | Time: 1654.14 ms [2022-03-31 06:43:01 main:574] : INFO : Epoch 1783 | loss: 0.0310959 | val_loss: 0.0311852 | Time: 1649.85 ms [2022-03-31 06:43:03 main:574] : INFO : Epoch 1784 | loss: 0.0310923 | val_loss: 0.0311941 | Time: 1651.76 ms [2022-03-31 06:43:04 main:574] : INFO : Epoch 1785 | loss: 0.031096 | val_loss: 0.0311892 | Time: 1634.6 ms [2022-03-31 06:43:06 main:574] : INFO : Epoch 1786 | loss: 0.0310932 | val_loss: 0.0311913 | Time: 1655.29 ms [2022-03-31 06:43:08 main:574] : INFO : Epoch 1787 | loss: 0.0310892 | val_loss: 0.0311883 | Time: 1661.98 ms [2022-03-31 06:43:09 main:574] : INFO : Epoch 1788 | loss: 0.0310856 | val_loss: 0.0311818 | Time: 1642.43 ms [2022-03-31 06:43:11 main:574] : INFO : Epoch 1789 | loss: 0.0310907 | val_loss: 0.031201 | Time: 1662.13 ms [2022-03-31 06:43:13 main:574] : INFO : Epoch 1790 | loss: 0.0310916 | val_loss: 0.0311925 | Time: 1639.78 ms [2022-03-31 06:43:14 main:574] : INFO : Epoch 1791 | loss: 0.0310892 | val_loss: 0.0311805 | Time: 1642.7 ms [2022-03-31 06:43:16 main:574] : INFO : Epoch 1792 | loss: 0.0310928 | val_loss: 0.0311876 | Time: 1655.35 ms [2022-03-31 06:43:17 main:574] : INFO : Epoch 1793 | loss: 0.0310939 | val_loss: 0.0311985 | Time: 1647.66 ms [2022-03-31 06:43:19 main:574] : INFO : Epoch 1794 | loss: 0.031096 | val_loss: 0.0311868 | Time: 1641.61 ms [2022-03-31 06:43:21 main:574] : INFO : Epoch 1795 | loss: 0.031092 | val_loss: 0.031177 | Time: 1638.25 ms [2022-03-31 06:43:22 main:574] : INFO : Epoch 1796 | loss: 0.0310976 | val_loss: 0.0311849 | Time: 1638.08 ms [2022-03-31 06:43:24 main:574] : INFO : Epoch 1797 | loss: 0.0310976 | val_loss: 0.0311938 | Time: 1655.27 ms [2022-03-31 06:43:26 main:574] : INFO : Epoch 1798 | loss: 0.0310891 | val_loss: 0.0311893 | Time: 1666.65 ms [2022-03-31 06:43:27 main:574] : INFO : Epoch 1799 | loss: 0.0310887 | val_loss: 0.0311945 | Time: 1654.93 ms [2022-03-31 06:43:29 main:574] : INFO : Epoch 1800 | loss: 0.031087 | val_loss: 0.031191 | Time: 1642.26 ms [2022-03-31 06:43:31 main:574] : INFO : Epoch 1801 | loss: 0.0310871 | val_loss: 0.0311838 | Time: 1645.47 ms [2022-03-31 06:43:32 main:574] : INFO : Epoch 1802 | loss: 0.0310863 | val_loss: 0.0311839 | Time: 1652.77 ms [2022-03-31 06:43:34 main:574] : INFO : Epoch 1803 | loss: 0.0310833 | val_loss: 0.0311813 | Time: 1651.58 ms [2022-03-31 06:43:36 main:574] : INFO : Epoch 1804 | loss: 0.0310855 | val_loss: 0.0311874 | Time: 1648.57 ms [2022-03-31 06:43:37 main:574] : INFO : Epoch 1805 | loss: 0.0310869 | val_loss: 0.0311929 | Time: 1657.42 ms [2022-03-31 06:43:39 main:574] : INFO : Epoch 1806 | loss: 0.0310828 | val_loss: 0.0311852 | Time: 1652.72 ms [2022-03-31 06:43:41 main:574] : INFO : Epoch 1807 | loss: 0.0310829 | val_loss: 0.0311946 | Time: 1656.22 ms [2022-03-31 06:43:42 main:574] : INFO : Epoch 1808 | loss: 0.0310926 | val_loss: 0.031194 | Time: 1651.16 ms [2022-03-31 06:43:44 main:574] : INFO : Epoch 1809 | loss: 0.0310859 | val_loss: 0.0312127 | Time: 1647.29 ms [2022-03-31 06:43:46 main:574] : INFO : Epoch 1810 | loss: 0.0310928 | val_loss: 0.031194 | Time: 1651.2 ms [2022-03-31 06:43:47 main:574] : INFO : Epoch 1811 | loss: 0.0310924 | val_loss: 0.0311891 | Time: 1658.62 ms [2022-03-31 06:43:49 main:574] : INFO : Epoch 1812 | loss: 0.0310998 | val_loss: 0.0311906 | Time: 1656.85 ms [2022-03-31 06:43:51 main:574] : INFO : Epoch 1813 | loss: 0.0311027 | val_loss: 0.0311808 | Time: 1649.28 ms [2022-03-31 06:43:52 main:574] : INFO : Epoch 1814 | loss: 0.0310989 | val_loss: 0.0311752 | Time: 1654.27 ms [2022-03-31 06:43:54 main:574] : INFO : Epoch 1815 | loss: 0.0310965 | val_loss: 0.0311801 | Time: 1662.86 ms [2022-03-31 06:43:56 main:574] : INFO : Epoch 1816 | loss: 0.0310919 | val_loss: 0.0311794 | Time: 1674.19 ms [2022-03-31 06:43:57 main:574] : INFO : Epoch 1817 | loss: 0.0310918 | val_loss: 0.0311975 | Time: 1660.89 ms [2022-03-31 06:43:59 main:574] : INFO : Epoch 1818 | loss: 0.0310867 | val_loss: 0.0311927 | Time: 1653.12 ms [2022-03-31 06:44:01 main:574] : INFO : Epoch 1819 | loss: 0.0310959 | val_loss: 0.0311825 | Time: 1650.18 ms [2022-03-31 06:44:02 main:574] : INFO : Epoch 1820 | loss: 0.0310898 | val_loss: 0.0311922 | Time: 1639.56 ms [2022-03-31 06:44:04 main:574] : INFO : Epoch 1821 | loss: 0.0310894 | val_loss: 0.0311866 | Time: 1641.03 ms [2022-03-31 06:44:05 main:574] : INFO : Epoch 1822 | loss: 0.0310841 | val_loss: 0.0312037 | Time: 1653.84 ms [2022-03-31 06:44:07 main:574] : INFO : Epoch 1823 | loss: 0.0310879 | val_loss: 0.0311826 | Time: 1652.44 ms [2022-03-31 06:44:09 main:574] : INFO : Epoch 1824 | loss: 0.0310868 | val_loss: 0.0311956 | Time: 1646.58 ms [2022-03-31 06:44:10 main:574] : INFO : Epoch 1825 | loss: 0.0310801 | val_loss: 0.0311877 | Time: 1649.88 ms [2022-03-31 06:44:12 main:574] : INFO : Epoch 1826 | loss: 0.0310812 | val_loss: 0.0311959 | Time: 1649.82 ms [2022-03-31 06:44:14 main:574] : INFO : Epoch 1827 | loss: 0.0310817 | val_loss: 0.0311973 | Time: 1637.7 ms [2022-03-31 06:44:15 main:574] : INFO : Epoch 1828 | loss: 0.0310824 | val_loss: 0.0312039 | Time: 1644.92 ms [2022-03-31 06:44:17 main:574] : INFO : Epoch 1829 | loss: 0.0310838 | val_loss: 0.0311836 | Time: 1668.69 ms [2022-03-31 06:44:19 main:574] : INFO : Epoch 1830 | loss: 0.0310857 | val_loss: 0.0311967 | Time: 1660.3 ms [2022-03-31 06:44:20 main:574] : INFO : Epoch 1831 | loss: 0.0310938 | val_loss: 0.031176 | Time: 1648.98 ms [2022-03-31 06:44:22 main:574] : INFO : Epoch 1832 | loss: 0.0311033 | val_loss: 0.0311815 | Time: 1643.86 ms [2022-03-31 06:44:24 main:574] : INFO : Epoch 1833 | loss: 0.0311021 | val_loss: 0.0312064 | Time: 1658.44 ms [2022-03-31 06:44:25 main:574] : INFO : Epoch 1834 | loss: 0.0310989 | val_loss: 0.0312005 | Time: 1663.3 ms [2022-03-31 06:44:27 main:574] : INFO : Epoch 1835 | loss: 0.0310863 | val_loss: 0.0311923 | Time: 1655.56 ms [2022-03-31 06:44:29 main:574] : INFO : Epoch 1836 | loss: 0.0310887 | val_loss: 0.0311912 | Time: 1646.65 ms [2022-03-31 06:44:30 main:574] : INFO : Epoch 1837 | loss: 0.0310837 | val_loss: 0.031194 | Time: 1648.08 ms [2022-03-31 06:44:32 main:574] : INFO : Epoch 1838 | loss: 0.0310811 | val_loss: 0.0312058 | Time: 1659.26 ms [2022-03-31 06:44:34 main:574] : INFO : Epoch 1839 | loss: 0.0310793 | val_loss: 0.0311979 | Time: 1644.1 ms [2022-03-31 06:44:35 main:574] : INFO : Epoch 1840 | loss: 0.0310845 | val_loss: 0.0311877 | Time: 1649.75 ms [2022-03-31 06:44:37 main:574] : INFO : Epoch 1841 | loss: 0.0310834 | val_loss: 0.0311922 | Time: 1653.24 ms [2022-03-31 06:44:39 main:574] : INFO : Epoch 1842 | loss: 0.0310787 | val_loss: 0.0311909 | Time: 1634.46 ms [2022-03-31 06:44:40 main:574] : INFO : Epoch 1843 | loss: 0.0310917 | val_loss: 0.031183 | Time: 1642.14 ms [2022-03-31 06:44:42 main:574] : INFO : Epoch 1844 | loss: 0.0310861 | val_loss: 0.0311988 | Time: 1662.75 ms [2022-03-31 06:44:44 main:574] : INFO : Epoch 1845 | loss: 0.0310812 | val_loss: 0.0311847 | Time: 1632.71 ms [2022-03-31 06:44:45 main:574] : INFO : Epoch 1846 | loss: 0.0310798 | val_loss: 0.031187 | Time: 1650.58 ms [2022-03-31 06:44:47 main:574] : INFO : Epoch 1847 | loss: 0.0310775 | val_loss: 0.0312003 | Time: 1646.39 ms [2022-03-31 06:44:48 main:574] : INFO : Epoch 1848 | loss: 0.031079 | val_loss: 0.0312131 | Time: 1656.76 ms [2022-03-31 06:44:50 main:574] : INFO : Epoch 1849 | loss: 0.0310761 | val_loss: 0.0311866 | Time: 1644.87 ms [2022-03-31 06:44:52 main:574] : INFO : Epoch 1850 | loss: 0.0310842 | val_loss: 0.0311946 | Time: 1645.41 ms [2022-03-31 06:44:53 main:574] : INFO : Epoch 1851 | loss: 0.0310862 | val_loss: 0.031194 | Time: 1652.17 ms [2022-03-31 06:44:55 main:574] : INFO : Epoch 1852 | loss: 0.0310788 | val_loss: 0.031193 | Time: 1633.01 ms [2022-03-31 06:44:57 main:574] : INFO : Epoch 1853 | loss: 0.0310792 | val_loss: 0.0311957 | Time: 1642.43 ms [2022-03-31 06:44:58 main:574] : INFO : Epoch 1854 | loss: 0.0310698 | val_loss: 0.0311917 | Time: 1639.53 ms [2022-03-31 06:45:00 main:574] : INFO : Epoch 1855 | loss: 0.0310695 | val_loss: 0.0311951 | Time: 1645.39 ms [2022-03-31 06:45:02 main:574] : INFO : Epoch 1856 | loss: 0.0310771 | val_loss: 0.0311947 | Time: 1646.44 ms [2022-03-31 06:45:03 main:574] : INFO : Epoch 1857 | loss: 0.0310755 | val_loss: 0.0311905 | Time: 1651.51 ms [2022-03-31 06:45:05 main:574] : INFO : Epoch 1858 | loss: 0.0310721 | val_loss: 0.0311957 | Time: 1644.77 ms [2022-03-31 06:45:07 main:574] : INFO : Epoch 1859 | loss: 0.0310739 | val_loss: 0.0311918 | Time: 1637.7 ms [2022-03-31 06:45:08 main:574] : INFO : Epoch 1860 | loss: 0.0310806 | val_loss: 0.0311893 | Time: 1653.26 ms [2022-03-31 06:45:10 main:574] : INFO : Epoch 1861 | loss: 0.0310789 | val_loss: 0.0312028 | Time: 1646.76 ms [2022-03-31 06:45:12 main:574] : INFO : Epoch 1862 | loss: 0.0310761 | val_loss: 0.031204 | Time: 1658.27 ms [2022-03-31 06:45:13 main:574] : INFO : Epoch 1863 | loss: 0.0310704 | val_loss: 0.0311994 | Time: 1648.48 ms [2022-03-31 06:45:15 main:574] : INFO : Epoch 1864 | loss: 0.0310723 | val_loss: 0.0312013 | Time: 1647.5 ms [2022-03-31 06:45:17 main:574] : INFO : Epoch 1865 | loss: 0.0310723 | val_loss: 0.0311927 | Time: 1647.64 ms [2022-03-31 06:45:18 main:574] : INFO : Epoch 1866 | loss: 0.0310795 | val_loss: 0.0311865 | Time: 1645.42 ms [2022-03-31 06:45:20 main:574] : INFO : Epoch 1867 | loss: 0.0310759 | val_loss: 0.0311906 | Time: 1661.53 ms [2022-03-31 06:45:22 main:574] : INFO : Epoch 1868 | loss: 0.0310776 | val_loss: 0.0311889 | Time: 1655.84 ms [2022-03-31 06:45:23 main:574] : INFO : Epoch 1869 | loss: 0.0310726 | val_loss: 0.0311931 | Time: 1648.3 ms [2022-03-31 06:45:25 main:574] : INFO : Epoch 1870 | loss: 0.0310701 | val_loss: 0.0311969 | Time: 1640.97 ms [2022-03-31 06:45:26 main:574] : INFO : Epoch 1871 | loss: 0.031068 | val_loss: 0.0312123 | Time: 1655.09 ms [2022-03-31 06:45:28 main:574] : INFO : Epoch 1872 | loss: 0.0310676 | val_loss: 0.0311954 | Time: 1649.91 ms [2022-03-31 06:45:30 main:574] : INFO : Epoch 1873 | loss: 0.031068 | val_loss: 0.0311901 | Time: 1652.72 ms [2022-03-31 06:45:31 main:574] : INFO : Epoch 1874 | loss: 0.0310668 | val_loss: 0.0312091 | Time: 1670.32 ms [2022-03-31 06:45:33 main:574] : INFO : Epoch 1875 | loss: 0.0310674 | val_loss: 0.0311927 | Time: 1651.68 ms [2022-03-31 06:45:35 main:574] : INFO : Epoch 1876 | loss: 0.0310692 | val_loss: 0.0311829 | Time: 1643.49 ms [2022-03-31 06:45:36 main:574] : INFO : Epoch 1877 | loss: 0.0310721 | val_loss: 0.0311825 | Time: 1646.44 ms [2022-03-31 06:45:38 main:574] : INFO : Epoch 1878 | loss: 0.0311025 | val_loss: 0.0311899 | Time: 1654.19 ms [2022-03-31 06:45:40 main:574] : INFO : Epoch 1879 | loss: 0.0310948 | val_loss: 0.0311886 | Time: 1649.08 ms [2022-03-31 06:45:41 main:574] : INFO : Epoch 1880 | loss: 0.0310853 | val_loss: 0.0312042 | Time: 1632.68 ms [2022-03-31 06:45:43 main:574] : INFO : Epoch 1881 | loss: 0.0310822 | val_loss: 0.0311943 | Time: 1651.94 ms [2022-03-31 06:45:45 main:574] : INFO : Epoch 1882 | loss: 0.0310787 | val_loss: 0.0312005 | Time: 1642.85 ms [2022-03-31 06:45:46 main:574] : INFO : Epoch 1883 | loss: 0.0310758 | val_loss: 0.0311816 | Time: 1652.01 ms [2022-03-31 06:45:48 main:574] : INFO : Epoch 1884 | loss: 0.0310748 | val_loss: 0.0311949 | Time: 1651.68 ms [2022-03-31 06:45:50 main:574] : INFO : Epoch 1885 | loss: 0.0310783 | val_loss: 0.0311954 | Time: 1634.27 ms [2022-03-31 06:45:51 main:574] : INFO : Epoch 1886 | loss: 0.0310781 | val_loss: 0.0311857 | Time: 1667.61 ms [2022-03-31 06:45:53 main:574] : INFO : Epoch 1887 | loss: 0.0310738 | val_loss: 0.0311942 | Time: 1676.79 ms [2022-03-31 06:45:55 main:574] : INFO : Epoch 1888 | loss: 0.0310733 | val_loss: 0.031185 | Time: 1648.83 ms [2022-03-31 06:45:56 main:574] : INFO : Epoch 1889 | loss: 0.0310812 | val_loss: 0.0312002 | Time: 1641.24 ms [2022-03-31 06:45:58 main:574] : INFO : Epoch 1890 | loss: 0.0310881 | val_loss: 0.0311842 | Time: 1649.79 ms [2022-03-31 06:46:00 main:574] : INFO : Epoch 1891 | loss: 0.0310784 | val_loss: 0.0311925 | Time: 1644.5 ms [2022-03-31 06:46:01 main:574] : INFO : Epoch 1892 | loss: 0.0310738 | val_loss: 0.0311821 | Time: 1647.29 ms [2022-03-31 06:46:03 main:574] : INFO : Epoch 1893 | loss: 0.031074 | val_loss: 0.0311979 | Time: 1650.28 ms [2022-03-31 06:46:05 main:574] : INFO : Epoch 1894 | loss: 0.0310727 | val_loss: 0.0311926 | Time: 1647.18 ms [2022-03-31 06:46:06 main:574] : INFO : Epoch 1895 | loss: 0.0310733 | val_loss: 0.0311938 | Time: 1652.5 ms [2022-03-31 06:46:08 main:574] : INFO : Epoch 1896 | loss: 0.0310754 | val_loss: 0.0312008 | Time: 1654.65 ms [2022-03-31 06:46:09 main:574] : INFO : Epoch 1897 | loss: 0.0310704 | val_loss: 0.0312001 | Time: 1642.1 ms [2022-03-31 06:46:11 main:574] : INFO : Epoch 1898 | loss: 0.0310708 | val_loss: 0.0311967 | Time: 1638.02 ms [2022-03-31 06:46:13 main:574] : INFO : Epoch 1899 | loss: 0.0310833 | val_loss: 0.0311979 | Time: 1648.49 ms [2022-03-31 06:46:14 main:574] : INFO : Epoch 1900 | loss: 0.0310787 | val_loss: 0.0311842 | Time: 1648.13 ms [2022-03-31 06:46:16 main:574] : INFO : Epoch 1901 | loss: 0.0310782 | val_loss: 0.0311954 | Time: 1637.95 ms [2022-03-31 06:46:18 main:574] : INFO : Epoch 1902 | loss: 0.0310761 | val_loss: 0.0311939 | Time: 1640.44 ms [2022-03-31 06:46:19 main:574] : INFO : Epoch 1903 | loss: 0.0310894 | val_loss: 0.0311956 | Time: 1639.11 ms [2022-03-31 06:46:21 main:574] : INFO : Epoch 1904 | loss: 0.0310818 | val_loss: 0.0311849 | Time: 1642.75 ms [2022-03-31 06:46:23 main:574] : INFO : Epoch 1905 | loss: 0.031074 | val_loss: 0.0311971 | Time: 1658.01 ms [2022-03-31 06:46:24 main:574] : INFO : Epoch 1906 | loss: 0.0310732 | val_loss: 0.0311957 | Time: 1635.57 ms [2022-03-31 06:46:26 main:574] : INFO : Epoch 1907 | loss: 0.031073 | val_loss: 0.0312021 | Time: 1670.8 ms [2022-03-31 06:46:28 main:574] : INFO : Epoch 1908 | loss: 0.0310708 | val_loss: 0.0312204 | Time: 1650.88 ms [2022-03-31 06:46:29 main:574] : INFO : Epoch 1909 | loss: 0.0311189 | val_loss: 0.0311855 | Time: 1645.27 ms [2022-03-31 06:46:31 main:574] : INFO : Epoch 1910 | loss: 0.0311418 | val_loss: 0.0311799 | Time: 1651.73 ms [2022-03-31 06:46:33 main:574] : INFO : Epoch 1911 | loss: 0.0311363 | val_loss: 0.0311818 | Time: 1644.59 ms [2022-03-31 06:46:34 main:574] : INFO : Epoch 1912 | loss: 0.0311244 | val_loss: 0.031182 | Time: 1651.34 ms [2022-03-31 06:46:36 main:574] : INFO : Epoch 1913 | loss: 0.031116 | val_loss: 0.0311915 | Time: 1655.92 ms [2022-03-31 06:46:38 main:574] : INFO : Epoch 1914 | loss: 0.031108 | val_loss: 0.0311772 | Time: 1634.25 ms [2022-03-31 06:46:39 main:574] : INFO : Epoch 1915 | loss: 0.0311152 | val_loss: 0.0311767 | Time: 1644.38 ms [2022-03-31 06:46:41 main:574] : INFO : Epoch 1916 | loss: 0.031143 | val_loss: 0.031166 | Time: 1643.68 ms [2022-03-31 06:46:42 main:574] : INFO : Epoch 1917 | loss: 0.0311493 | val_loss: 0.0311657 | Time: 1654.75 ms [2022-03-31 06:46:44 main:574] : INFO : Epoch 1918 | loss: 0.0311421 | val_loss: 0.0311659 | Time: 1646.66 ms [2022-03-31 06:46:46 main:574] : INFO : Epoch 1919 | loss: 0.0311351 | val_loss: 0.0311697 | Time: 1645 ms [2022-03-31 06:46:47 main:574] : INFO : Epoch 1920 | loss: 0.0311298 | val_loss: 0.031172 | Time: 1653.82 ms [2022-03-31 06:46:49 main:574] : INFO : Epoch 1921 | loss: 0.0311258 | val_loss: 0.0311654 | Time: 1647.53 ms [2022-03-31 06:46:51 main:574] : INFO : Epoch 1922 | loss: 0.0311215 | val_loss: 0.0311799 | Time: 1646.81 ms [2022-03-31 06:46:52 main:574] : INFO : Epoch 1923 | loss: 0.031118 | val_loss: 0.0311667 | Time: 1653.58 ms [2022-03-31 06:46:54 main:574] : INFO : Epoch 1924 | loss: 0.0311147 | val_loss: 0.0311757 | Time: 1650.65 ms [2022-03-31 06:46:56 main:574] : INFO : Epoch 1925 | loss: 0.0311124 | val_loss: 0.0311736 | Time: 1636.95 ms [2022-03-31 06:46:57 main:574] : INFO : Epoch 1926 | loss: 0.0311129 | val_loss: 0.0311813 | Time: 1651.48 ms [2022-03-31 06:46:59 main:574] : INFO : Epoch 1927 | loss: 0.0311058 | val_loss: 0.031177 | Time: 1646.38 ms [2022-03-31 06:47:01 main:574] : INFO : Epoch 1928 | loss: 0.0311047 | val_loss: 0.0311807 | Time: 1642.81 ms [2022-03-31 06:47:02 main:574] : INFO : Epoch 1929 | loss: 0.0311057 | val_loss: 0.0311775 | Time: 1636.02 ms [2022-03-31 06:47:04 main:574] : INFO : Epoch 1930 | loss: 0.0311049 | val_loss: 0.0311757 | Time: 1647.51 ms [2022-03-31 06:47:06 main:574] : INFO : Epoch 1931 | loss: 0.0311182 | val_loss: 0.0311808 | Time: 1649.43 ms [2022-03-31 06:47:07 main:574] : INFO : Epoch 1932 | loss: 0.0311215 | val_loss: 0.0311745 | Time: 1644.42 ms [2022-03-31 06:47:09 main:574] : INFO : Epoch 1933 | loss: 0.0311125 | val_loss: 0.031183 | Time: 1659.26 ms [2022-03-31 06:47:11 main:574] : INFO : Epoch 1934 | loss: 0.0311073 | val_loss: 0.0311798 | Time: 1645.23 ms [2022-03-31 06:47:12 main:574] : INFO : Epoch 1935 | loss: 0.0311044 | val_loss: 0.0311798 | Time: 1647.69 ms [2022-03-31 06:47:14 main:574] : INFO : Epoch 1936 | loss: 0.0311279 | val_loss: 0.0311796 | Time: 1650.51 ms [2022-03-31 06:47:16 main:574] : INFO : Epoch 1937 | loss: 0.0311267 | val_loss: 0.0311768 | Time: 1653.85 ms [2022-03-31 06:47:17 main:574] : INFO : Epoch 1938 | loss: 0.0311208 | val_loss: 0.0311801 | Time: 1654.21 ms [2022-03-31 06:47:19 main:574] : INFO : Epoch 1939 | loss: 0.0311175 | val_loss: 0.03119 | Time: 1645.52 ms [2022-03-31 06:47:20 main:574] : INFO : Epoch 1940 | loss: 0.031114 | val_loss: 0.031188 | Time: 1644.46 ms [2022-03-31 06:47:22 main:574] : INFO : Epoch 1941 | loss: 0.0311108 | val_loss: 0.0311808 | Time: 1648.6 ms [2022-03-31 06:47:24 main:574] : INFO : Epoch 1942 | loss: 0.0311106 | val_loss: 0.0311883 | Time: 1645.29 ms [2022-03-31 06:47:25 main:574] : INFO : Epoch 1943 | loss: 0.0311161 | val_loss: 0.0311751 | Time: 1639.92 ms [2022-03-31 06:47:27 main:574] : INFO : Epoch 1944 | loss: 0.0311199 | val_loss: 0.0311873 | Time: 1653.06 ms [2022-03-31 06:47:29 main:574] : INFO : Epoch 1945 | loss: 0.0311121 | val_loss: 0.031189 | Time: 1657.1 ms [2022-03-31 06:47:30 main:574] : INFO : Epoch 1946 | loss: 0.0311113 | val_loss: 0.0311812 | Time: 1631.19 ms [2022-03-31 06:47:32 main:574] : INFO : Epoch 1947 | loss: 0.0311087 | val_loss: 0.031182 | Time: 1652.2 ms [2022-03-31 06:47:34 main:574] : INFO : Epoch 1948 | loss: 0.0311098 | val_loss: 0.0311852 | Time: 1651.38 ms [2022-03-31 06:47:35 main:574] : INFO : Epoch 1949 | loss: 0.0311035 | val_loss: 0.031199 | Time: 1645.55 ms [2022-03-31 06:47:37 main:574] : INFO : Epoch 1950 | loss: 0.0311017 | val_loss: 0.0311806 | Time: 1650.32 ms [2022-03-31 06:47:39 main:574] : INFO : Epoch 1951 | loss: 0.0311037 | val_loss: 0.0311788 | Time: 1649.89 ms [2022-03-31 06:47:40 main:574] : INFO : Epoch 1952 | loss: 0.0311012 | val_loss: 0.031184 | Time: 1651.14 ms [2022-03-31 06:47:42 main:574] : INFO : Epoch 1953 | loss: 0.0310957 | val_loss: 0.0311922 | Time: 1649.68 ms [2022-03-31 06:47:44 main:574] : INFO : Epoch 1954 | loss: 0.0310941 | val_loss: 0.0311882 | Time: 1645.54 ms [2022-03-31 06:47:45 main:574] : INFO : Epoch 1955 | loss: 0.0310902 | val_loss: 0.0311886 | Time: 1648.71 ms [2022-03-31 06:47:47 main:574] : INFO : Epoch 1956 | loss: 0.0310932 | val_loss: 0.0311909 | Time: 1651.26 ms [2022-03-31 06:47:49 main:574] : INFO : Epoch 1957 | loss: 0.0310963 | val_loss: 0.0311843 | Time: 1654.51 ms [2022-03-31 06:47:50 main:574] : INFO : Epoch 1958 | loss: 0.031091 | val_loss: 0.0311866 | Time: 1642.55 ms [2022-03-31 06:47:52 main:574] : INFO : Epoch 1959 | loss: 0.0310858 | val_loss: 0.0312041 | Time: 1643.48 ms [2022-03-31 06:47:53 main:574] : INFO : Epoch 1960 | loss: 0.0310878 | val_loss: 0.0311921 | Time: 1645.74 ms [2022-03-31 06:47:55 main:574] : INFO : Epoch 1961 | loss: 0.0310971 | val_loss: 0.031179 | Time: 1637.57 ms [2022-03-31 06:47:57 main:574] : INFO : Epoch 1962 | loss: 0.0310972 | val_loss: 0.0311891 | Time: 1650.87 ms [2022-03-31 06:47:58 main:574] : INFO : Epoch 1963 | loss: 0.0310968 | val_loss: 0.0311778 | Time: 1648.5 ms [2022-03-31 06:48:00 main:574] : INFO : Epoch 1964 | loss: 0.0311072 | val_loss: 0.0311839 | Time: 1649.96 ms [2022-03-31 06:48:02 main:574] : INFO : Epoch 1965 | loss: 0.0311272 | val_loss: 0.0311808 | Time: 1648.67 ms [2022-03-31 06:48:03 main:574] : INFO : Epoch 1966 | loss: 0.0311181 | val_loss: 0.0311752 | Time: 1637.87 ms [2022-03-31 06:48:05 main:574] : INFO : Epoch 1967 | loss: 0.0311108 | val_loss: 0.0311741 | Time: 1648.34 ms [2022-03-31 06:48:07 main:574] : INFO : Epoch 1968 | loss: 0.031109 | val_loss: 0.0311779 | Time: 1645.44 ms [2022-03-31 06:48:08 main:574] : INFO : Epoch 1969 | loss: 0.0311064 | val_loss: 0.0311819 | Time: 1662.22 ms [2022-03-31 06:48:10 main:574] : INFO : Epoch 1970 | loss: 0.0311016 | val_loss: 0.0311793 | Time: 1636.36 ms [2022-03-31 06:48:12 main:574] : INFO : Epoch 1971 | loss: 0.0311015 | val_loss: 0.031187 | Time: 1649.12 ms [2022-03-31 06:48:13 main:574] : INFO : Epoch 1972 | loss: 0.0310969 | val_loss: 0.031189 | Time: 1645.37 ms [2022-03-31 06:48:15 main:574] : INFO : Epoch 1973 | loss: 0.0310971 | val_loss: 0.0311766 | Time: 1649.62 ms [2022-03-31 06:48:17 main:574] : INFO : Epoch 1974 | loss: 0.0310982 | val_loss: 0.0311773 | Time: 1634.4 ms [2022-03-31 06:48:18 main:574] : INFO : Epoch 1975 | loss: 0.0311013 | val_loss: 0.0311909 | Time: 1645.47 ms [2022-03-31 06:48:20 main:574] : INFO : Epoch 1976 | loss: 0.0311028 | val_loss: 0.0311817 | Time: 1636.18 ms [2022-03-31 06:48:22 main:574] : INFO : Epoch 1977 | loss: 0.0311006 | val_loss: 0.0311833 | Time: 1656.55 ms [2022-03-31 06:48:23 main:574] : INFO : Epoch 1978 | loss: 0.031103 | val_loss: 0.0311914 | Time: 1647.71 ms [2022-03-31 06:48:25 main:574] : INFO : Epoch 1979 | loss: 0.0310986 | val_loss: 0.031186 | Time: 1641.2 ms [2022-03-31 06:48:26 main:574] : INFO : Epoch 1980 | loss: 0.0310928 | val_loss: 0.0311814 | Time: 1655.32 ms [2022-03-31 06:48:28 main:574] : INFO : Epoch 1981 | loss: 0.0310913 | val_loss: 0.0311805 | Time: 1653.77 ms [2022-03-31 06:48:30 main:574] : INFO : Epoch 1982 | loss: 0.0310852 | val_loss: 0.0311842 | Time: 1642.57 ms [2022-03-31 06:48:31 main:574] : INFO : Epoch 1983 | loss: 0.0310859 | val_loss: 0.0311916 | Time: 1637.56 ms [2022-03-31 06:48:33 main:574] : INFO : Epoch 1984 | loss: 0.0310839 | val_loss: 0.0311875 | Time: 1650.6 ms [2022-03-31 06:48:35 main:574] : INFO : Epoch 1985 | loss: 0.0310832 | val_loss: 0.0311862 | Time: 1651.34 ms [2022-03-31 06:48:36 main:574] : INFO : Epoch 1986 | loss: 0.0310788 | val_loss: 0.0311853 | Time: 1637.73 ms [2022-03-31 06:48:38 main:574] : INFO : Epoch 1987 | loss: 0.0310787 | val_loss: 0.0311893 | Time: 1656.61 ms [2022-03-31 06:48:40 main:574] : INFO : Epoch 1988 | loss: 0.0310783 | val_loss: 0.0311801 | Time: 1635.2 ms [2022-03-31 06:48:41 main:574] : INFO : Epoch 1989 | loss: 0.0310798 | val_loss: 0.0311895 | Time: 1648.07 ms [2022-03-31 06:48:43 main:574] : INFO : Epoch 1990 | loss: 0.0310814 | val_loss: 0.0311934 | Time: 1649.71 ms [2022-03-31 06:48:45 main:574] : INFO : Epoch 1991 | loss: 0.031086 | val_loss: 0.0312012 | Time: 1648.42 ms [2022-03-31 06:48:46 main:574] : INFO : Epoch 1992 | loss: 0.0310872 | val_loss: 0.0311979 | Time: 1642.6 ms [2022-03-31 06:48:48 main:574] : INFO : Epoch 1993 | loss: 0.0310794 | val_loss: 0.0311876 | Time: 1649.95 ms [2022-03-31 06:48:50 main:574] : INFO : Epoch 1994 | loss: 0.0310814 | val_loss: 0.0311884 | Time: 1640.73 ms [2022-03-31 06:48:51 main:574] : INFO : Epoch 1995 | loss: 0.0310816 | val_loss: 0.0311897 | Time: 1643.66 ms [2022-03-31 06:48:53 main:574] : INFO : Epoch 1996 | loss: 0.0310803 | val_loss: 0.0311884 | Time: 1640.79 ms [2022-03-31 06:48:55 main:574] : INFO : Epoch 1997 | loss: 0.0310812 | val_loss: 0.0311862 | Time: 1653.41 ms [2022-03-31 06:48:56 main:574] : INFO : Epoch 1998 | loss: 0.031081 | val_loss: 0.0311947 | Time: 1640.71 ms [2022-03-31 06:48:58 main:574] : INFO : Epoch 1999 | loss: 0.0310787 | val_loss: 0.0311951 | Time: 1651.5 ms [2022-03-31 06:48:59 main:574] : INFO : Epoch 2000 | loss: 0.0310746 | val_loss: 0.031191 | Time: 1650.54 ms [2022-03-31 06:49:01 main:574] : INFO : Epoch 2001 | loss: 0.031088 | val_loss: 0.0311829 | Time: 1658.64 ms [2022-03-31 06:49:03 main:574] : INFO : Epoch 2002 | loss: 0.0310937 | val_loss: 0.0311847 | Time: 1650.21 ms [2022-03-31 06:49:04 main:574] : INFO : Epoch 2003 | loss: 0.0311009 | val_loss: 0.0311925 | Time: 1648.97 ms [2022-03-31 06:49:06 main:574] : INFO : Epoch 2004 | loss: 0.0310987 | val_loss: 0.0311852 | Time: 1645.86 ms [2022-03-31 06:49:08 main:574] : INFO : Epoch 2005 | loss: 0.0310881 | val_loss: 0.0311789 | Time: 1650.57 ms [2022-03-31 06:49:09 main:574] : INFO : Epoch 2006 | loss: 0.0310839 | val_loss: 0.0311957 | Time: 1652.57 ms [2022-03-31 06:49:11 main:574] : INFO : Epoch 2007 | loss: 0.0310799 | val_loss: 0.0311901 | Time: 1651.49 ms [2022-03-31 06:49:13 main:574] : INFO : Epoch 2008 | loss: 0.0310801 | val_loss: 0.031184 | Time: 1657.31 ms [2022-03-31 06:49:14 main:574] : INFO : Epoch 2009 | loss: 0.031089 | val_loss: 0.0311884 | Time: 1637.78 ms [2022-03-31 06:49:16 main:574] : INFO : Epoch 2010 | loss: 0.0310932 | val_loss: 0.0311976 | Time: 1644.13 ms [2022-03-31 06:49:18 main:574] : INFO : Epoch 2011 | loss: 0.0310874 | val_loss: 0.0311966 | Time: 1635.66 ms [2022-03-31 06:49:19 main:574] : INFO : Epoch 2012 | loss: 0.0311197 | val_loss: 0.0311829 | Time: 1651.34 ms [2022-03-31 06:49:21 main:574] : INFO : Epoch 2013 | loss: 0.0311307 | val_loss: 0.0311753 | Time: 1645.26 ms [2022-03-31 06:49:23 main:574] : INFO : Epoch 2014 | loss: 0.0311183 | val_loss: 0.0311738 | Time: 1636.5 ms [2022-03-31 06:49:24 main:574] : INFO : Epoch 2015 | loss: 0.0311123 | val_loss: 0.0311769 | Time: 1649.2 ms [2022-03-31 06:49:26 main:574] : INFO : Epoch 2016 | loss: 0.0311048 | val_loss: 0.031181 | Time: 1654.53 ms [2022-03-31 06:49:28 main:574] : INFO : Epoch 2017 | loss: 0.0310957 | val_loss: 0.0311901 | Time: 1657.49 ms [2022-03-31 06:49:29 main:574] : INFO : Epoch 2018 | loss: 0.0310898 | val_loss: 0.0311805 | Time: 1646.34 ms [2022-03-31 06:49:31 main:574] : INFO : Epoch 2019 | loss: 0.0310862 | val_loss: 0.03119 | Time: 1647.2 ms [2022-03-31 06:49:33 main:574] : INFO : Epoch 2020 | loss: 0.0310856 | val_loss: 0.0311915 | Time: 1655.04 ms [2022-03-31 06:49:34 main:574] : INFO : Epoch 2021 | loss: 0.0310814 | val_loss: 0.0311922 | Time: 1646.73 ms [2022-03-31 06:49:36 main:574] : INFO : Epoch 2022 | loss: 0.0310807 | val_loss: 0.0311868 | Time: 1648.17 ms [2022-03-31 06:49:38 main:574] : INFO : Epoch 2023 | loss: 0.0310788 | val_loss: 0.0312041 | Time: 1642.86 ms [2022-03-31 06:49:39 main:574] : INFO : Epoch 2024 | loss: 0.031082 | val_loss: 0.0311867 | Time: 1637.52 ms [2022-03-31 06:49:41 main:574] : INFO : Epoch 2025 | loss: 0.0310853 | val_loss: 0.031195 | Time: 1652.57 ms [2022-03-31 06:49:42 main:574] : INFO : Epoch 2026 | loss: 0.0310851 | val_loss: 0.0311962 | Time: 1650.02 ms [2022-03-31 06:49:44 main:574] : INFO : Epoch 2027 | loss: 0.0310772 | val_loss: 0.0311979 | Time: 1646.46 ms [2022-03-31 06:49:46 main:574] : INFO : Epoch 2028 | loss: 0.031076 | val_loss: 0.0311877 | Time: 1648.21 ms [2022-03-31 06:49:47 main:574] : INFO : Epoch 2029 | loss: 0.0310731 | val_loss: 0.0311943 | Time: 1652.09 ms [2022-03-31 06:49:49 main:574] : INFO : Epoch 2030 | loss: 0.0310723 | val_loss: 0.0311944 | Time: 1652.13 ms [2022-03-31 06:49:51 main:574] : INFO : Epoch 2031 | loss: 0.031074 | val_loss: 0.0311902 | Time: 1631.02 ms [2022-03-31 06:49:52 main:574] : INFO : Epoch 2032 | loss: 0.0310738 | val_loss: 0.0311866 | Time: 1648.06 ms [2022-03-31 06:49:54 main:574] : INFO : Epoch 2033 | loss: 0.0310721 | val_loss: 0.0311973 | Time: 1648.86 ms [2022-03-31 06:49:56 main:574] : INFO : Epoch 2034 | loss: 0.0310757 | val_loss: 0.0311874 | Time: 1644.95 ms [2022-03-31 06:49:57 main:574] : INFO : Epoch 2035 | loss: 0.0310739 | val_loss: 0.0311892 | Time: 1639.96 ms [2022-03-31 06:49:59 main:574] : INFO : Epoch 2036 | loss: 0.0310719 | val_loss: 0.031196 | Time: 1653.14 ms [2022-03-31 06:50:01 main:574] : INFO : Epoch 2037 | loss: 0.0310732 | val_loss: 0.0311915 | Time: 1651.59 ms [2022-03-31 06:50:02 main:574] : INFO : Epoch 2038 | loss: 0.031077 | val_loss: 0.0311888 | Time: 1636.33 ms [2022-03-31 06:50:04 main:574] : INFO : Epoch 2039 | loss: 0.0310732 | val_loss: 0.0311901 | Time: 1649.77 ms [2022-03-31 06:50:06 main:574] : INFO : Epoch 2040 | loss: 0.0310744 | val_loss: 0.0311979 | Time: 1654.43 ms [2022-03-31 06:50:07 main:574] : INFO : Epoch 2041 | loss: 0.0310745 | val_loss: 0.0311975 | Time: 1636.52 ms [2022-03-31 06:50:09 main:574] : INFO : Epoch 2042 | loss: 0.0310695 | val_loss: 0.0312143 | Time: 1651.57 ms [2022-03-31 06:50:11 main:574] : INFO : Epoch 2043 | loss: 0.0310714 | val_loss: 0.0312045 | Time: 1656.12 ms [2022-03-31 06:50:12 main:574] : INFO : Epoch 2044 | loss: 0.0310705 | val_loss: 0.0312057 | Time: 1654.19 ms [2022-03-31 06:50:14 main:574] : INFO : Epoch 2045 | loss: 0.0310722 | val_loss: 0.0311879 | Time: 1655.58 ms [2022-03-31 06:50:15 main:574] : INFO : Epoch 2046 | loss: 0.0310735 | val_loss: 0.0311856 | Time: 1636.49 ms [2022-03-31 06:50:17 main:574] : INFO : Epoch 2047 | loss: 0.0310753 | val_loss: 0.0311968 | Time: 1650.31 ms [2022-03-31 06:50:19 main:574] : INFO : Epoch 2048 | loss: 0.0310954 | val_loss: 0.0311922 | Time: 1657.98 ms [2022-03-31 06:50:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311922 [2022-03-31 06:50:19 main:603] : INFO : Saving end state to config to file [2022-03-31 06:50:19 main:608] : INFO : Success, exiting.. 06:50:19 (28332): 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)