Task 5135103
| Name | ParityModified-1619232541-17949-2_0 |
| Workunit | 3084735 |
| Created | 3 May 2021, 3:57:41 UTC |
| Sent | 12 May 2021, 3:56:05 UTC |
| Report deadline | 19 May 2021, 3:56:05 UTC |
| Received | 13 May 2021, 9:53:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1764 |
| Run time | 6 hours 7 min 6 sec |
| CPU time | 6 hours 3 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,398.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.65 GB |
| Peak swap size | 2.75 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0311845 | Time: 10263.9 ms [2021-05-13 02:24:34 main:574] : INFO : Epoch 1542 | loss: 0.0311667 | val_loss: 0.0311847 | Time: 10293.7 ms [2021-05-13 02:24:44 main:574] : INFO : Epoch 1543 | loss: 0.0311674 | val_loss: 0.0311829 | Time: 10226.3 ms [2021-05-13 02:24:54 main:574] : INFO : Epoch 1544 | loss: 0.0311672 | val_loss: 0.0311868 | Time: 10231.3 ms [2021-05-13 02:25:04 main:574] : INFO : Epoch 1545 | loss: 0.03117 | val_loss: 0.0311891 | Time: 10373.4 ms [2021-05-13 02:25:15 main:574] : INFO : Epoch 1546 | loss: 0.03117 | val_loss: 0.0311832 | Time: 10278 ms [2021-05-13 02:25:25 main:574] : INFO : Epoch 1547 | loss: 0.0311693 | val_loss: 0.0311818 | Time: 10175.2 ms [2021-05-13 02:25:35 main:574] : INFO : Epoch 1548 | loss: 0.0311683 | val_loss: 0.0311835 | Time: 10344.2 ms [2021-05-13 02:25:46 main:574] : INFO : Epoch 1549 | loss: 0.0311683 | val_loss: 0.0311822 | Time: 10190.4 ms [2021-05-13 02:25:56 main:574] : INFO : Epoch 1550 | loss: 0.0311662 | val_loss: 0.0311833 | Time: 10172.5 ms [2021-05-13 02:26:06 main:574] : INFO : Epoch 1551 | loss: 0.0311675 | val_loss: 0.0311838 | Time: 10217.7 ms [2021-05-13 02:26:16 main:574] : INFO : Epoch 1552 | loss: 0.0311675 | val_loss: 0.0311831 | Time: 10256.9 ms [2021-05-13 02:26:26 main:574] : INFO : Epoch 1553 | loss: 0.0311683 | val_loss: 0.0311877 | Time: 10149.4 ms [2021-05-13 02:26:37 main:574] : INFO : Epoch 1554 | loss: 0.0311662 | val_loss: 0.031182 | Time: 10196.7 ms [2021-05-13 02:26:47 main:574] : INFO : Epoch 1555 | loss: 0.0311655 | val_loss: 0.0311833 | Time: 10414.8 ms [2021-05-13 02:26:57 main:574] : INFO : Epoch 1556 | loss: 0.0311658 | val_loss: 0.0311851 | Time: 10241.1 ms [2021-05-13 02:27:07 main:574] : INFO : Epoch 1557 | loss: 0.0311671 | val_loss: 0.0311825 | Time: 10067.3 ms [2021-05-13 02:27:18 main:574] : INFO : Epoch 1558 | loss: 0.0311653 | val_loss: 0.031186 | Time: 10276.6 ms [2021-05-13 02:27:28 main:574] : INFO : Epoch 1559 | loss: 0.0311667 | val_loss: 0.0311859 | Time: 10211.6 ms [2021-05-13 02:27:38 main:574] : INFO : Epoch 1560 | loss: 0.0311653 | val_loss: 0.0311828 | Time: 10149.4 ms [2021-05-13 02:27:48 main:574] : INFO : Epoch 1561 | loss: 0.0311655 | val_loss: 0.0311836 | Time: 10355.8 ms [2021-05-13 02:27:59 main:574] : INFO : Epoch 1562 | loss: 0.031169 | val_loss: 0.031186 | Time: 10341 ms [2021-05-13 02:28:09 main:574] : INFO : Epoch 1563 | loss: 0.0311743 | val_loss: 0.0311842 | Time: 10138.7 ms [2021-05-13 02:28:19 main:574] : INFO : Epoch 1564 | loss: 0.0311714 | val_loss: 0.0311833 | Time: 10156 ms [2021-05-13 02:28:29 main:574] : INFO : Epoch 1565 | loss: 0.0311711 | val_loss: 0.0311823 | Time: 10230.7 ms [2021-05-13 02:28:40 main:574] : INFO : Epoch 1566 | loss: 0.0311706 | val_loss: 0.0311861 | Time: 10258.5 ms [2021-05-13 02:28:50 main:574] : INFO : Epoch 1567 | loss: 0.0311696 | val_loss: 0.0311847 | Time: 10156.6 ms [2021-05-13 02:29:00 main:574] : INFO : Epoch 1568 | loss: 0.0311689 | val_loss: 0.0311843 | Time: 10230.4 ms [2021-05-13 02:29:10 main:574] : INFO : Epoch 1569 | loss: 0.0311687 | val_loss: 0.0311871 | Time: 10294.9 ms [2021-05-13 02:29:21 main:574] : INFO : Epoch 1570 | loss: 0.0311692 | val_loss: 0.0311827 | Time: 10125.8 ms [2021-05-13 02:29:31 main:574] : INFO : Epoch 1571 | loss: 0.0311676 | val_loss: 0.0311836 | Time: 10128.8 ms [2021-05-13 02:29:41 main:574] : INFO : Epoch 1572 | loss: 0.0311669 | val_loss: 0.0311829 | Time: 10304.9 ms [2021-05-13 02:29:51 main:574] : INFO : Epoch 1573 | loss: 0.0311671 | val_loss: 0.0311836 | Time: 10198.4 ms [2021-05-13 02:30:01 main:574] : INFO : Epoch 1574 | loss: 0.0311675 | val_loss: 0.0311841 | Time: 10162.3 ms [2021-05-13 02:30:12 main:574] : INFO : Epoch 1575 | loss: 0.0311662 | val_loss: 0.0311826 | Time: 10362.5 ms [2021-05-13 02:30:22 main:574] : INFO : Epoch 1576 | loss: 0.031166 | val_loss: 0.0311833 | Time: 10195.8 ms [2021-05-13 02:30:32 main:574] : INFO : Epoch 1577 | loss: 0.0311657 | val_loss: 0.0311838 | Time: 10392.4 ms [2021-05-13 02:30:43 main:574] : INFO : Epoch 1578 | loss: 0.0311663 | val_loss: 0.0311826 | Time: 10341.1 ms [2021-05-13 02:30:53 main:574] : INFO : Epoch 1579 | loss: 0.0311652 | val_loss: 0.0311837 | Time: 10196.3 ms [2021-05-13 02:31:03 main:574] : INFO : Epoch 1580 | loss: 0.0311659 | val_loss: 0.0311835 | Time: 10089.5 ms [2021-05-13 02:31:13 main:574] : INFO : Epoch 1581 | loss: 0.0311656 | val_loss: 0.031184 | Time: 10212.4 ms [2021-05-13 02:31:24 main:574] : INFO : Epoch 1582 | loss: 0.031165 | val_loss: 0.0311863 | Time: 10240.8 ms [2021-05-13 02:31:34 main:574] : INFO : Epoch 1583 | loss: 0.0311657 | val_loss: 0.0311838 | Time: 10113.4 ms [2021-05-13 02:31:44 main:574] : INFO : Epoch 1584 | loss: 0.0311655 | val_loss: 0.0311859 | Time: 10234.3 ms [2021-05-13 02:31:54 main:574] : INFO : Epoch 1585 | loss: 0.0311668 | val_loss: 0.0311874 | Time: 10247.5 ms [2021-05-13 02:32:05 main:574] : INFO : Epoch 1586 | loss: 0.0311667 | val_loss: 0.0311849 | Time: 10283.1 ms [2021-05-13 02:32:15 main:574] : INFO : Epoch 1587 | loss: 0.0311694 | val_loss: 0.0311866 | Time: 10123.8 ms [2021-05-13 02:32:25 main:574] : INFO : Epoch 1588 | loss: 0.0311694 | val_loss: 0.0311866 | Time: 10182.8 ms [2021-05-13 02:32:35 main:574] : INFO : Epoch 1589 | loss: 0.0311673 | val_loss: 0.0311847 | Time: 10219.7 ms [2021-05-13 02:32:45 main:574] : INFO : Epoch 1590 | loss: 0.031169 | val_loss: 0.0311869 | Time: 10111.4 ms [2021-05-13 02:32:56 main:574] : INFO : Epoch 1591 | loss: 0.0311674 | val_loss: 0.0311905 | Time: 10194 ms [2021-05-13 02:33:06 main:574] : INFO : Epoch 1592 | loss: 0.0311674 | val_loss: 0.0311863 | Time: 10374.4 ms [2021-05-13 02:33:16 main:574] : INFO : Epoch 1593 | loss: 0.0311684 | val_loss: 0.0311887 | Time: 10195.6 ms [2021-05-13 02:33:26 main:574] : INFO : Epoch 1594 | loss: 0.0311696 | val_loss: 0.031183 | Time: 10202.8 ms [2021-05-13 02:33:37 main:574] : INFO : Epoch 1595 | loss: 0.0311677 | val_loss: 0.0311833 | Time: 10342.9 ms [2021-05-13 02:33:47 main:574] : INFO : Epoch 1596 | loss: 0.0311685 | val_loss: 0.0311841 | Time: 10244.3 ms [2021-05-13 02:33:57 main:574] : INFO : Epoch 1597 | loss: 0.0311715 | val_loss: 0.0311826 | Time: 10101.3 ms [2021-05-13 02:34:07 main:574] : INFO : Epoch 1598 | loss: 0.0311708 | val_loss: 0.0311815 | Time: 10153.9 ms [2021-05-13 02:34:18 main:574] : INFO : Epoch 1599 | loss: 0.0311702 | val_loss: 0.031181 | Time: 10249.2 ms [2021-05-13 02:34:28 main:574] : INFO : Epoch 1600 | loss: 0.0311697 | val_loss: 0.0311816 | Time: 10132.9 ms [2021-05-13 02:34:38 main:574] : INFO : Epoch 1601 | loss: 0.0311707 | val_loss: 0.0311828 | Time: 10190 ms [2021-05-13 02:34:48 main:574] : INFO : Epoch 1602 | loss: 0.0311719 | val_loss: 0.0311835 | Time: 10186.2 ms [2021-05-13 02:34:58 main:574] : INFO : Epoch 1603 | loss: 0.03117 | val_loss: 0.031182 | Time: 10105.7 ms [2021-05-13 02:35:09 main:574] : INFO : Epoch 1604 | loss: 0.0311688 | val_loss: 0.0311827 | Time: 10254.1 ms [2021-05-13 02:35:19 main:574] : INFO : Epoch 1605 | loss: 0.031168 | val_loss: 0.0311811 | Time: 10339.1 ms [2021-05-13 02:35:29 main:574] : INFO : Epoch 1606 | loss: 0.0311696 | val_loss: 0.0311816 | Time: 10218.8 ms [2021-05-13 02:35:39 main:574] : INFO : Epoch 1607 | loss: 0.0311689 | val_loss: 0.0311814 | Time: 10160.9 ms [2021-05-13 02:35:50 main:574] : INFO : Epoch 1608 | loss: 0.031168 | val_loss: 0.0311819 | Time: 10221.2 ms [2021-05-13 02:36:00 main:574] : INFO : Epoch 1609 | loss: 0.031168 | val_loss: 0.0311822 | Time: 10208.2 ms [2021-05-13 02:36:10 main:574] : INFO : Epoch 1610 | loss: 0.031167 | val_loss: 0.031182 | Time: 10145.6 ms [2021-05-13 02:36:20 main:574] : INFO : Epoch 1611 | loss: 0.0311672 | val_loss: 0.0311806 | Time: 10209 ms [2021-05-13 02:36:31 main:574] : INFO : Epoch 1612 | loss: 0.0311665 | val_loss: 0.0311819 | Time: 10378.2 ms [2021-05-13 02:36:41 main:574] : INFO : Epoch 1613 | loss: 0.0311686 | val_loss: 0.0311815 | Time: 10163.7 ms [2021-05-13 02:36:51 main:574] : INFO : Epoch 1614 | loss: 0.0311688 | val_loss: 0.0311824 | Time: 10142 ms [2021-05-13 02:37:01 main:574] : INFO : Epoch 1615 | loss: 0.0311684 | val_loss: 0.0311827 | Time: 10300.1 ms [2021-05-13 02:37:11 main:574] : INFO : Epoch 1616 | loss: 0.0311671 | val_loss: 0.0311818 | Time: 10240.9 ms [2021-05-13 02:37:22 main:574] : INFO : Epoch 1617 | loss: 0.0311686 | val_loss: 0.0311843 | Time: 10137.5 ms [2021-05-13 02:37:32 main:574] : INFO : Epoch 1618 | loss: 0.0311667 | val_loss: 0.0311807 | Time: 10315.8 ms [2021-05-13 02:37:42 main:574] : INFO : Epoch 1619 | loss: 0.0311659 | val_loss: 0.0311825 | Time: 10267.7 ms [2021-05-13 02:37:53 main:574] : INFO : Epoch 1620 | loss: 0.0311659 | val_loss: 0.0311822 | Time: 10452.7 ms [2021-05-13 02:38:03 main:574] : INFO : Epoch 1621 | loss: 0.0311708 | val_loss: 0.0311859 | Time: 10319.4 ms [2021-05-13 02:38:13 main:574] : INFO : Epoch 1622 | loss: 0.0311909 | val_loss: 0.0311908 | Time: 10330.3 ms [2021-05-13 02:38:24 main:574] : INFO : Epoch 1623 | loss: 0.031189 | val_loss: 0.031188 | Time: 10308.4 ms [2021-05-13 02:38:34 main:574] : INFO : Epoch 1624 | loss: 0.0311859 | val_loss: 0.0311891 | Time: 10358.6 ms [2021-05-13 02:38:44 main:574] : INFO : Epoch 1625 | loss: 0.0311836 | val_loss: 0.0311888 | Time: 10225 ms [2021-05-13 02:38:55 main:574] : INFO : Epoch 1626 | loss: 0.0311836 | val_loss: 0.0311966 | Time: 10256.5 ms [2021-05-13 02:39:05 main:574] : INFO : Epoch 1627 | loss: 0.0311851 | val_loss: 0.0311891 | Time: 10233.2 ms [2021-05-13 02:39:15 main:574] : INFO : Epoch 1628 | loss: 0.0311811 | val_loss: 0.031188 | Time: 10208.7 ms [2021-05-13 02:39:25 main:574] : INFO : Epoch 1629 | loss: 0.0311816 | val_loss: 0.0311881 | Time: 10162.3 ms [2021-05-13 02:39:36 main:574] : INFO : Epoch 1630 | loss: 0.0311789 | val_loss: 0.031187 | Time: 10218.5 ms [2021-05-13 02:39:46 main:574] : INFO : Epoch 1631 | loss: 0.0311793 | val_loss: 0.0311893 | Time: 10206.7 ms [2021-05-13 02:39:56 main:574] : INFO : Epoch 1632 | loss: 0.0311779 | val_loss: 0.0311872 | Time: 10253.2 ms [2021-05-13 02:40:06 main:574] : INFO : Epoch 1633 | loss: 0.0311809 | val_loss: 0.031193 | Time: 10232.9 ms [2021-05-13 02:40:17 main:574] : INFO : Epoch 1634 | loss: 0.0311794 | val_loss: 0.0311886 | Time: 10308.2 ms [2021-05-13 02:40:27 main:574] : INFO : Epoch 1635 | loss: 0.031177 | val_loss: 0.0311913 | Time: 10208.4 ms [2021-05-13 02:40:37 main:574] : INFO : Epoch 1636 | loss: 0.0311766 | val_loss: 0.0311856 | Time: 10439.8 ms [2021-05-13 02:40:48 main:574] : INFO : Epoch 1637 | loss: 0.0311756 | val_loss: 0.0311905 | Time: 10309 ms [2021-05-13 02:40:58 main:574] : INFO : Epoch 1638 | loss: 0.0311764 | val_loss: 0.0311904 | Time: 10248.6 ms [2021-05-13 02:41:08 main:574] : INFO : Epoch 1639 | loss: 0.0311767 | val_loss: 0.031184 | Time: 10267.3 ms [2021-05-13 02:41:19 main:574] : INFO : Epoch 1640 | loss: 0.0311778 | val_loss: 0.0311869 | Time: 10329.8 ms [2021-05-13 02:41:29 main:574] : INFO : Epoch 1641 | loss: 0.0311791 | val_loss: 0.0311843 | Time: 10139.4 ms [2021-05-13 02:41:39 main:574] : INFO : Epoch 1642 | loss: 0.0311777 | val_loss: 0.0311871 | Time: 10246.9 ms [2021-05-13 02:41:49 main:574] : INFO : Epoch 1643 | loss: 0.0311777 | val_loss: 0.0311941 | Time: 10299.4 ms [2021-05-13 02:42:00 main:574] : INFO : Epoch 1644 | loss: 0.0311778 | val_loss: 0.0311878 | Time: 10240.5 ms [2021-05-13 02:42:10 main:574] : INFO : Epoch 1645 | loss: 0.0311781 | val_loss: 0.031185 | Time: 10181.3 ms [2021-05-13 02:42:20 main:574] : INFO : Epoch 1646 | loss: 0.0311766 | val_loss: 0.0311839 | Time: 10233.2 ms [2021-05-13 02:42:30 main:574] : INFO : Epoch 1647 | loss: 0.031178 | val_loss: 0.0311863 | Time: 10178 ms [2021-05-13 02:42:41 main:574] : INFO : Epoch 1648 | loss: 0.0311771 | val_loss: 0.031184 | Time: 10199.3 ms [2021-05-13 02:42:51 main:574] : INFO : Epoch 1649 | loss: 0.031175 | val_loss: 0.0311848 | Time: 10142.4 ms [2021-05-13 02:43:01 main:574] : INFO : Epoch 1650 | loss: 0.0311749 | val_loss: 0.0311862 | Time: 10285.8 ms [2021-05-13 02:43:12 main:574] : INFO : Epoch 1651 | loss: 0.0311752 | val_loss: 0.03119 | Time: 10258.9 ms [2021-05-13 02:43:22 main:574] : INFO : Epoch 1652 | loss: 0.0311769 | val_loss: 0.0311943 | Time: 10212.1 ms [2021-05-13 02:43:32 main:574] : INFO : Epoch 1653 | loss: 0.0311774 | val_loss: 0.0311897 | Time: 10238 ms [2021-05-13 02:43:42 main:574] : INFO : Epoch 1654 | loss: 0.0311748 | val_loss: 0.0311849 | Time: 10219.4 ms [2021-05-13 02:43:53 main:574] : INFO : Epoch 1655 | loss: 0.0311751 | val_loss: 0.0311852 | Time: 10150 ms [2021-05-13 02:44:03 main:574] : INFO : Epoch 1656 | loss: 0.0311743 | val_loss: 0.0311853 | Time: 10231.1 ms [2021-05-13 02:44:13 main:574] : INFO : Epoch 1657 | loss: 0.0311751 | val_loss: 0.031184 | Time: 10354.3 ms [2021-05-13 02:44:23 main:574] : INFO : Epoch 1658 | loss: 0.0311758 | val_loss: 0.0311847 | Time: 10341.8 ms [2021-05-13 02:44:34 main:574] : INFO : Epoch 1659 | loss: 0.0311768 | val_loss: 0.0311851 | Time: 10300.6 ms [2021-05-13 02:44:44 main:574] : INFO : Epoch 1660 | loss: 0.0311745 | val_loss: 0.0311854 | Time: 10180.1 ms [2021-05-13 02:44:54 main:574] : INFO : Epoch 1661 | loss: 0.0311753 | val_loss: 0.0311845 | Time: 10216.4 ms [2021-05-13 02:45:04 main:574] : INFO : Epoch 1662 | loss: 0.0311736 | val_loss: 0.0311868 | Time: 10184.5 ms [2021-05-13 02:45:15 main:574] : INFO : Epoch 1663 | loss: 0.0311742 | val_loss: 0.0311839 | Time: 10137.7 ms [2021-05-13 02:45:25 main:574] : INFO : Epoch 1664 | loss: 0.0311731 | val_loss: 0.0311857 | Time: 10283.4 ms [2021-05-13 02:45:35 main:574] : INFO : Epoch 1665 | loss: 0.0311732 | val_loss: 0.0311845 | Time: 10119.3 ms [2021-05-13 02:45:45 main:574] : INFO : Epoch 1666 | loss: 0.0311728 | val_loss: 0.0311851 | Time: 10142.6 ms [2021-05-13 02:45:55 main:574] : INFO : Epoch 1667 | loss: 0.0311722 | val_loss: 0.031183 | Time: 10240.3 ms [2021-05-13 02:46:06 main:574] : INFO : Epoch 1668 | loss: 0.0311719 | val_loss: 0.0311831 | Time: 10210.1 ms [2021-05-13 02:46:16 main:574] : INFO : Epoch 1669 | loss: 0.0311729 | val_loss: 0.031186 | Time: 10238 ms [2021-05-13 02:46:26 main:574] : INFO : Epoch 1670 | loss: 0.031173 | val_loss: 0.0311898 | Time: 10274.8 ms [2021-05-13 02:46:36 main:574] : INFO : Epoch 1671 | loss: 0.0311734 | val_loss: 0.0311837 | Time: 10298.2 ms [2021-05-13 02:46:47 main:574] : INFO : Epoch 1672 | loss: 0.031173 | val_loss: 0.0311862 | Time: 10114.5 ms [2021-05-13 02:46:57 main:574] : INFO : Epoch 1673 | loss: 0.031173 | val_loss: 0.0311853 | Time: 10169 ms [2021-05-13 02:47:07 main:574] : INFO : Epoch 1674 | loss: 0.0311728 | val_loss: 0.0311845 | Time: 10283.1 ms [2021-05-13 02:47:17 main:574] : INFO : Epoch 1675 | loss: 0.0311716 | val_loss: 0.0311839 | Time: 10307 ms [2021-05-13 02:47:28 main:574] : INFO : Epoch 1676 | loss: 0.0311709 | val_loss: 0.0311846 | Time: 10218.1 ms [2021-05-13 02:47:38 main:574] : INFO : Epoch 1677 | loss: 0.0311718 | val_loss: 0.0311841 | Time: 10250.4 ms [2021-05-13 02:47:48 main:574] : INFO : Epoch 1678 | loss: 0.0311729 | val_loss: 0.0311874 | Time: 10294.8 ms [2021-05-13 02:47:59 main:574] : INFO : Epoch 1679 | loss: 0.0311731 | val_loss: 0.0311839 | Time: 10363 ms [2021-05-13 02:48:09 main:574] : INFO : Epoch 1680 | loss: 0.0311724 | val_loss: 0.0311853 | Time: 10506.4 ms [2021-05-13 02:48:19 main:574] : INFO : Epoch 1681 | loss: 0.0311747 | val_loss: 0.031186 | Time: 10330 ms [2021-05-13 02:48:30 main:574] : INFO : Epoch 1682 | loss: 0.0311758 | val_loss: 0.0311861 | Time: 10133.8 ms [2021-05-13 02:48:40 main:574] : INFO : Epoch 1683 | loss: 0.0311726 | val_loss: 0.0311846 | Time: 10172.3 ms [2021-05-13 02:48:50 main:574] : INFO : Epoch 1684 | loss: 0.0311724 | val_loss: 0.0311849 | Time: 10320.2 ms [2021-05-13 02:49:00 main:574] : INFO : Epoch 1685 | loss: 0.0311719 | val_loss: 0.0311848 | Time: 10155.6 ms [2021-05-13 02:49:10 main:574] : INFO : Epoch 1686 | loss: 0.0311708 | val_loss: 0.0311838 | Time: 10125.3 ms [2021-05-13 02:49:21 main:574] : INFO : Epoch 1687 | loss: 0.0311741 | val_loss: 0.0311837 | Time: 10271.5 ms [2021-05-13 02:49:31 main:574] : INFO : Epoch 1688 | loss: 0.0311719 | val_loss: 0.0311846 | Time: 10163.8 ms [2021-05-13 02:49:41 main:574] : INFO : Epoch 1689 | loss: 0.0311739 | val_loss: 0.0311833 | Time: 10142.3 ms [2021-05-13 02:49:51 main:574] : INFO : Epoch 1690 | loss: 0.031171 | val_loss: 0.0311844 | Time: 10207.4 ms [2021-05-13 02:50:02 main:574] : INFO : Epoch 1691 | loss: 0.0311711 | val_loss: 0.031187 | Time: 10304.7 ms [2021-05-13 02:50:12 main:574] : INFO : Epoch 1692 | loss: 0.0311719 | val_loss: 0.0311832 | Time: 10198.6 ms [2021-05-13 02:50:22 main:574] : INFO : Epoch 1693 | loss: 0.0311713 | val_loss: 0.0311849 | Time: 10154.8 ms [2021-05-13 02:50:32 main:574] : INFO : Epoch 1694 | loss: 0.0311734 | val_loss: 0.0311857 | Time: 10230.3 ms [2021-05-13 02:50:43 main:574] : INFO : Epoch 1695 | loss: 0.0311726 | val_loss: 0.0311869 | Time: 10451.7 ms [2021-05-13 02:50:53 main:574] : INFO : Epoch 1696 | loss: 0.0311745 | val_loss: 0.0311851 | Time: 10146.7 ms [2021-05-13 02:51:03 main:574] : INFO : Epoch 1697 | loss: 0.0311745 | val_loss: 0.0311856 | Time: 10253.7 ms [2021-05-13 02:51:13 main:574] : INFO : Epoch 1698 | loss: 0.0311745 | val_loss: 0.0311844 | Time: 10314.5 ms [2021-05-13 02:51:24 main:574] : INFO : Epoch 1699 | loss: 0.0311714 | val_loss: 0.0311819 | Time: 10243 ms [2021-05-13 02:51:34 main:574] : INFO : Epoch 1700 | loss: 0.0311718 | val_loss: 0.0311814 | Time: 10145.8 ms [2021-05-13 02:51:44 main:574] : INFO : Epoch 1701 | loss: 0.0311718 | val_loss: 0.0311809 | Time: 10364.8 ms [2021-05-13 02:51:55 main:574] : INFO : Epoch 1702 | loss: 0.0311705 | val_loss: 0.0311809 | Time: 10335.5 ms [2021-05-13 02:52:05 main:574] : INFO : Epoch 1703 | loss: 0.0311696 | val_loss: 0.031181 | Time: 10111.7 ms [2021-05-13 02:52:15 main:574] : INFO : Epoch 1704 | loss: 0.0311692 | val_loss: 0.0311812 | Time: 10333.8 ms [2021-05-13 02:52:25 main:574] : INFO : Epoch 1705 | loss: 0.0311686 | val_loss: 0.0311825 | Time: 10155.3 ms [2021-05-13 02:52:36 main:574] : INFO : Epoch 1706 | loss: 0.0311708 | val_loss: 0.0311821 | Time: 10142.7 ms [2021-05-13 02:52:46 main:574] : INFO : Epoch 1707 | loss: 0.0311704 | val_loss: 0.0311836 | Time: 10173.3 ms [2021-05-13 02:52:56 main:574] : INFO : Epoch 1708 | loss: 0.0311722 | val_loss: 0.0311827 | Time: 10266.3 ms [2021-05-13 02:53:06 main:574] : INFO : Epoch 1709 | loss: 0.0311696 | val_loss: 0.0311899 | Time: 10465 ms [2021-05-13 02:53:17 main:574] : INFO : Epoch 1710 | loss: 0.0311697 | val_loss: 0.0311823 | Time: 10262.4 ms [2021-05-13 02:53:27 main:574] : INFO : Epoch 1711 | loss: 0.0311691 | val_loss: 0.0311846 | Time: 10234.6 ms [2021-05-13 02:53:37 main:574] : INFO : Epoch 1712 | loss: 0.03117 | val_loss: 0.031183 | Time: 10305.5 ms [2021-05-13 02:53:47 main:574] : INFO : Epoch 1713 | loss: 0.0311681 | val_loss: 0.0311836 | Time: 10117.5 ms [2021-05-13 02:53:58 main:574] : INFO : Epoch 1714 | loss: 0.0311697 | val_loss: 0.0311834 | Time: 10208.6 ms [2021-05-13 02:54:08 main:574] : INFO : Epoch 1715 | loss: 0.0311704 | val_loss: 0.0311853 | Time: 10245 ms [2021-05-13 02:54:18 main:574] : INFO : Epoch 1716 | loss: 0.0311696 | val_loss: 0.0311825 | Time: 10177.4 ms [2021-05-13 02:54:28 main:574] : INFO : Epoch 1717 | loss: 0.0311719 | val_loss: 0.031185 | Time: 10256.4 ms [2021-05-13 02:54:39 main:574] : INFO : Epoch 1718 | loss: 0.0311685 | val_loss: 0.031183 | Time: 10272.8 ms [2021-05-13 02:54:49 main:574] : INFO : Epoch 1719 | loss: 0.0311684 | val_loss: 0.0311824 | Time: 10358 ms [2021-05-13 02:54:59 main:574] : INFO : Epoch 1720 | loss: 0.0311689 | val_loss: 0.0311837 | Time: 10090 ms [2021-05-13 02:55:10 main:574] : INFO : Epoch 1721 | loss: 0.0311686 | val_loss: 0.031183 | Time: 10296.8 ms [2021-05-13 02:55:20 main:574] : INFO : Epoch 1722 | loss: 0.0311672 | val_loss: 0.0311829 | Time: 10239 ms [2021-05-13 02:55:30 main:574] : INFO : Epoch 1723 | loss: 0.0311682 | val_loss: 0.031184 | Time: 10112.8 ms [2021-05-13 02:55:40 main:574] : INFO : Epoch 1724 | loss: 0.0311686 | val_loss: 0.0311838 | Time: 10172.8 ms [2021-05-13 02:55:50 main:574] : INFO : Epoch 1725 | loss: 0.0311684 | val_loss: 0.0311856 | Time: 10281.8 ms [2021-05-13 02:56:01 main:574] : INFO : Epoch 1726 | loss: 0.0311681 | val_loss: 0.0311836 | Time: 10210.2 ms [2021-05-13 02:56:11 main:574] : INFO : Epoch 1727 | loss: 0.0311675 | val_loss: 0.0311828 | Time: 10289.3 ms [2021-05-13 02:56:21 main:574] : INFO : Epoch 1728 | loss: 0.0311674 | val_loss: 0.0311831 | Time: 10210.8 ms [2021-05-13 02:56:31 main:574] : INFO : Epoch 1729 | loss: 0.0311698 | val_loss: 0.0311856 | Time: 10217.6 ms [2021-05-13 02:56:42 main:574] : INFO : Epoch 1730 | loss: 0.031169 | val_loss: 0.0311854 | Time: 10219.9 ms [2021-05-13 02:56:52 main:574] : INFO : Epoch 1731 | loss: 0.0311676 | val_loss: 0.0311834 | Time: 10223.3 ms [2021-05-13 02:57:02 main:574] : INFO : Epoch 1732 | loss: 0.0311676 | val_loss: 0.0311855 | Time: 10242.2 ms [2021-05-13 02:57:12 main:574] : INFO : Epoch 1733 | loss: 0.0311678 | val_loss: 0.0311841 | Time: 10210.2 ms [2021-05-13 02:57:23 main:574] : INFO : Epoch 1734 | loss: 0.0311707 | val_loss: 0.0311858 | Time: 10258 ms [2021-05-13 02:57:33 main:574] : INFO : Epoch 1735 | loss: 0.0311687 | val_loss: 0.0311851 | Time: 10342.5 ms [2021-05-13 02:57:43 main:574] : INFO : Epoch 1736 | loss: 0.0311682 | val_loss: 0.0311841 | Time: 10193 ms [2021-05-13 02:57:54 main:574] : INFO : Epoch 1737 | loss: 0.031168 | val_loss: 0.0311861 | Time: 10197.2 ms [2021-05-13 02:58:04 main:574] : INFO : Epoch 1738 | loss: 0.0311671 | val_loss: 0.0311831 | Time: 10487 ms [2021-05-13 02:58:14 main:574] : INFO : Epoch 1739 | loss: 0.0311663 | val_loss: 0.0311845 | Time: 10358 ms [2021-05-13 02:58:25 main:574] : INFO : Epoch 1740 | loss: 0.0311661 | val_loss: 0.0311851 | Time: 10410 ms [2021-05-13 02:58:35 main:574] : INFO : Epoch 1741 | loss: 0.031168 | val_loss: 0.0311838 | Time: 10346.9 ms [2021-05-13 02:58:46 main:574] : INFO : Epoch 1742 | loss: 0.0311707 | val_loss: 0.0311876 | Time: 10264.6 ms [2021-05-13 02:58:56 main:574] : INFO : Epoch 1743 | loss: 0.0311717 | val_loss: 0.0311901 | Time: 10152.8 ms [2021-05-13 02:59:06 main:574] : INFO : Epoch 1744 | loss: 0.0311696 | val_loss: 0.0311944 | Time: 10302.5 ms [2021-05-13 02:59:16 main:574] : INFO : Epoch 1745 | loss: 0.0311694 | val_loss: 0.0311884 | Time: 10343.6 ms [2021-05-13 02:59:26 main:574] : INFO : Epoch 1746 | loss: 0.0311684 | val_loss: 0.031186 | Time: 10115 ms [2021-05-13 02:59:37 main:574] : INFO : Epoch 1747 | loss: 0.0311678 | val_loss: 0.0311854 | Time: 10177.1 ms [2021-05-13 02:59:47 main:574] : INFO : Epoch 1748 | loss: 0.0311678 | val_loss: 0.0311894 | Time: 10309.3 ms [2021-05-13 02:59:57 main:574] : INFO : Epoch 1749 | loss: 0.0311667 | val_loss: 0.0311852 | Time: 10230.1 ms [2021-05-13 03:00:07 main:574] : INFO : Epoch 1750 | loss: 0.0311672 | val_loss: 0.0311865 | Time: 10185.5 ms [2021-05-13 03:00:18 main:574] : INFO : Epoch 1751 | loss: 0.0311687 | val_loss: 0.0311883 | Time: 10322.7 ms [2021-05-13 03:00:28 main:574] : INFO : Epoch 1752 | loss: 0.0311704 | val_loss: 0.0311866 | Time: 10227.7 ms [2021-05-13 03:00:38 main:574] : INFO : Epoch 1753 | loss: 0.0311733 | val_loss: 0.0311872 | Time: 10286.9 ms [2021-05-13 03:00:49 main:574] : INFO : Epoch 1754 | loss: 0.0311687 | val_loss: 0.031187 | Time: 10306.1 ms [2021-05-13 03:00:59 main:574] : INFO : Epoch 1755 | loss: 0.0311683 | val_loss: 0.0311863 | Time: 10762 ms [2021-05-13 03:01:11 main:574] : INFO : Epoch 1756 | loss: 0.0311677 | val_loss: 0.0311861 | Time: 11133.4 ms [2021-05-13 03:01:22 main:574] : INFO : Epoch 1757 | loss: 0.0311668 | val_loss: 0.0311878 | Time: 11347.2 ms [2021-05-13 03:01:33 main:574] : INFO : Epoch 1758 | loss: 0.031168 | val_loss: 0.0311859 | Time: 11257.9 ms [2021-05-13 03:01:45 main:574] : INFO : Epoch 1759 | loss: 0.0311671 | val_loss: 0.031186 | Time: 11485.8 ms [2021-05-13 03:01:56 main:574] : INFO : Epoch 1760 | loss: 0.0311685 | val_loss: 0.0311836 | Time: 11235 ms [2021-05-13 03:02:07 main:574] : INFO : Epoch 1761 | loss: 0.0311684 | val_loss: 0.0311849 | Time: 11343.1 ms [2021-05-13 03:02:18 main:574] : INFO : Epoch 1762 | loss: 0.0311675 | val_loss: 0.0311881 | Time: 10760.6 ms [2021-05-13 03:02:28 main:574] : INFO : Epoch 1763 | loss: 0.0311665 | val_loss: 0.0311866 | Time: 10296.8 ms [2021-05-13 03:02:39 main:574] : INFO : Epoch 1764 | loss: 0.0311692 | val_loss: 0.0311833 | Time: 10188.1 ms [2021-05-13 03:02:49 main:574] : INFO : Epoch 1765 | loss: 0.0311694 | val_loss: 0.0311848 | Time: 10320.7 ms [2021-05-13 03:02:59 main:574] : INFO : Epoch 1766 | loss: 0.0311699 | val_loss: 0.031185 | Time: 10352.4 ms [2021-05-13 03:03:09 main:574] : INFO : Epoch 1767 | loss: 0.0311693 | val_loss: 0.0311827 | Time: 10167 ms [2021-05-13 03:03:20 main:574] : INFO : Epoch 1768 | loss: 0.0311718 | val_loss: 0.0311856 | Time: 10226.1 ms [2021-05-13 03:03:30 main:574] : INFO : Epoch 1769 | loss: 0.031174 | val_loss: 0.0311843 | Time: 10319.3 ms [2021-05-13 03:03:40 main:574] : INFO : Epoch 1770 | loss: 0.0311708 | val_loss: 0.0311874 | Time: 10202.4 ms [2021-05-13 03:03:51 main:574] : INFO : Epoch 1771 | loss: 0.0311693 | val_loss: 0.0311839 | Time: 10295.8 ms [2021-05-13 03:04:01 main:574] : INFO : Epoch 1772 | loss: 0.031168 | val_loss: 0.0311842 | Time: 10317.2 ms [2021-05-13 03:04:11 main:574] : INFO : Epoch 1773 | loss: 0.0311669 | val_loss: 0.0311845 | Time: 10302.1 ms [2021-05-13 03:04:22 main:574] : INFO : Epoch 1774 | loss: 0.0311673 | val_loss: 0.031187 | Time: 10239.6 ms [2021-05-13 03:04:32 main:574] : INFO : Epoch 1775 | loss: 0.031168 | val_loss: 0.0311838 | Time: 10261 ms [2021-05-13 03:04:42 main:574] : INFO : Epoch 1776 | loss: 0.0311688 | val_loss: 0.0311964 | Time: 10345 ms [2021-05-13 03:04:52 main:574] : INFO : Epoch 1777 | loss: 0.0311727 | val_loss: 0.0311949 | Time: 10248.7 ms [2021-05-13 03:05:03 main:574] : INFO : Epoch 1778 | loss: 0.0311683 | val_loss: 0.0311845 | Time: 10305.2 ms [2021-05-13 03:05:13 main:574] : INFO : Epoch 1779 | loss: 0.0311673 | val_loss: 0.0311828 | Time: 10302.6 ms [2021-05-13 03:05:23 main:574] : INFO : Epoch 1780 | loss: 0.0311682 | val_loss: 0.031185 | Time: 10229.6 ms [2021-05-13 03:05:34 main:574] : INFO : Epoch 1781 | loss: 0.031167 | val_loss: 0.0311845 | Time: 10216.4 ms [2021-05-13 03:05:44 main:574] : INFO : Epoch 1782 | loss: 0.031167 | val_loss: 0.0311831 | Time: 10420.5 ms [2021-05-13 03:05:54 main:574] : INFO : Epoch 1783 | loss: 0.031166 | val_loss: 0.0311854 | Time: 10270.8 ms [2021-05-13 03:06:05 main:574] : INFO : Epoch 1784 | loss: 0.0311692 | val_loss: 0.0311829 | Time: 10176.1 ms [2021-05-13 03:06:15 main:574] : INFO : Epoch 1785 | loss: 0.0311683 | val_loss: 0.0311828 | Time: 10271 ms [2021-05-13 03:06:25 main:574] : INFO : Epoch 1786 | loss: 0.031172 | val_loss: 0.0311837 | Time: 10310.6 ms [2021-05-13 03:06:35 main:574] : INFO : Epoch 1787 | loss: 0.0311695 | val_loss: 0.0311809 | Time: 10098.6 ms [2021-05-13 03:06:46 main:574] : INFO : Epoch 1788 | loss: 0.0311699 | val_loss: 0.0311836 | Time: 10191.5 ms [2021-05-13 03:06:56 main:574] : INFO : Epoch 1789 | loss: 0.031169 | val_loss: 0.0311883 | Time: 10534 ms [2021-05-13 03:07:06 main:574] : INFO : Epoch 1790 | loss: 0.0311689 | val_loss: 0.0311849 | Time: 10258.1 ms [2021-05-13 03:07:16 main:574] : INFO : Epoch 1791 | loss: 0.0311695 | val_loss: 0.0311841 | Time: 10146.3 ms [2021-05-13 03:07:27 main:574] : INFO : Epoch 1792 | loss: 0.0311757 | val_loss: 0.0311843 | Time: 10154.4 ms [2021-05-13 03:07:37 main:574] : INFO : Epoch 1793 | loss: 0.0311737 | val_loss: 0.0311855 | Time: 10232.2 ms [2021-05-13 03:07:47 main:574] : INFO : Epoch 1794 | loss: 0.031172 | val_loss: 0.0311863 | Time: 10102.8 ms [2021-05-13 03:07:57 main:574] : INFO : Epoch 1795 | loss: 0.0311734 | val_loss: 0.0311834 | Time: 10284.3 ms [2021-05-13 03:08:08 main:574] : INFO : Epoch 1796 | loss: 0.0311696 | val_loss: 0.0311842 | Time: 10495.8 ms [2021-05-13 03:08:18 main:574] : INFO : Epoch 1797 | loss: 0.0311696 | val_loss: 0.0311839 | Time: 10224.4 ms [2021-05-13 03:08:29 main:574] : INFO : Epoch 1798 | loss: 0.0311715 | val_loss: 0.0311827 | Time: 10607.8 ms [2021-05-13 03:08:39 main:574] : INFO : Epoch 1799 | loss: 0.0311676 | val_loss: 0.0311894 | Time: 10599.2 ms [2021-05-13 03:08:50 main:574] : INFO : Epoch 1800 | loss: 0.0311706 | val_loss: 0.0311833 | Time: 10528.5 ms [2021-05-13 03:09:01 main:574] : INFO : Epoch 1801 | loss: 0.031167 | val_loss: 0.0311829 | Time: 10765.1 ms [2021-05-13 03:09:11 main:574] : INFO : Epoch 1802 | loss: 0.0311676 | val_loss: 0.0311812 | Time: 10447.7 ms [2021-05-13 03:09:21 main:574] : INFO : Epoch 1803 | loss: 0.0311679 | val_loss: 0.0311818 | Time: 10341.9 ms [2021-05-13 03:09:32 main:574] : INFO : Epoch 1804 | loss: 0.0311703 | val_loss: 0.0311934 | Time: 10206.4 ms [2021-05-13 03:09:42 main:574] : INFO : Epoch 1805 | loss: 0.0311694 | val_loss: 0.0311838 | Time: 10215 ms [2021-05-13 03:09:52 main:574] : INFO : Epoch 1806 | loss: 0.0311667 | val_loss: 0.0311841 | Time: 10252.9 ms [2021-05-13 03:10:02 main:574] : INFO : Epoch 1807 | loss: 0.0311691 | val_loss: 0.031184 | Time: 10182.9 ms [2021-05-13 03:10:13 main:574] : INFO : Epoch 1808 | loss: 0.0311679 | val_loss: 0.031186 | Time: 10226.7 ms [2021-05-13 03:10:23 main:574] : INFO : Epoch 1809 | loss: 0.0311684 | val_loss: 0.0311851 | Time: 10321.9 ms [2021-05-13 03:10:33 main:574] : INFO : Epoch 1810 | loss: 0.0311685 | val_loss: 0.0311827 | Time: 10210.7 ms [2021-05-13 03:10:44 main:574] : INFO : Epoch 1811 | loss: 0.031168 | val_loss: 0.0311842 | Time: 10303.1 ms [2021-05-13 03:10:54 main:574] : INFO : Epoch 1812 | loss: 0.0311677 | val_loss: 0.0311857 | Time: 10372.6 ms [2021-05-13 03:11:04 main:574] : INFO : Epoch 1813 | loss: 0.0311699 | val_loss: 0.031182 | Time: 10310.7 ms [2021-05-13 03:11:15 main:574] : INFO : Epoch 1814 | loss: 0.0311678 | val_loss: 0.0311801 | Time: 10167 ms [2021-05-13 03:11:25 main:574] : INFO : Epoch 1815 | loss: 0.0311676 | val_loss: 0.0311828 | Time: 10276.6 ms [2021-05-13 03:11:35 main:574] : INFO : Epoch 1816 | loss: 0.0311669 | val_loss: 0.0311811 | Time: 10239.5 ms [2021-05-13 03:11:45 main:574] : INFO : Epoch 1817 | loss: 0.031169 | val_loss: 0.0311877 | Time: 10261.4 ms [2021-05-13 03:11:56 main:574] : INFO : Epoch 1818 | loss: 0.031169 | val_loss: 0.0311853 | Time: 10231.3 ms [2021-05-13 03:12:06 main:574] : INFO : Epoch 1819 | loss: 0.0311675 | val_loss: 0.0311818 | Time: 10281.4 ms [2021-05-13 03:12:16 main:574] : INFO : Epoch 1820 | loss: 0.0311666 | val_loss: 0.0311828 | Time: 10178.4 ms [2021-05-13 03:12:26 main:574] : INFO : Epoch 1821 | loss: 0.0311661 | val_loss: 0.0311861 | Time: 10097.7 ms [2021-05-13 03:12:37 main:574] : INFO : Epoch 1822 | loss: 0.0311679 | val_loss: 0.0311822 | Time: 10288.5 ms [2021-05-13 03:12:47 main:574] : INFO : Epoch 1823 | loss: 0.0311665 | val_loss: 0.0311824 | Time: 10273.6 ms [2021-05-13 03:12:57 main:574] : INFO : Epoch 1824 | loss: 0.0311654 | val_loss: 0.0311813 | Time: 10112 ms [2021-05-13 03:13:07 main:574] : INFO : Epoch 1825 | loss: 0.0311661 | val_loss: 0.0311857 | Time: 10331.5 ms [2021-05-13 03:13:18 main:574] : INFO : Epoch 1826 | loss: 0.0311661 | val_loss: 0.0311855 | Time: 10277.4 ms [2021-05-13 03:13:28 main:574] : INFO : Epoch 1827 | loss: 0.0311648 | val_loss: 0.0311808 | Time: 10126 ms [2021-05-13 03:13:38 main:574] : INFO : Epoch 1828 | loss: 0.0311644 | val_loss: 0.0311822 | Time: 10368.7 ms [2021-05-13 03:13:48 main:574] : INFO : Epoch 1829 | loss: 0.031165 | val_loss: 0.0311813 | Time: 10263.2 ms [2021-05-13 03:13:59 main:574] : INFO : Epoch 1830 | loss: 0.0311644 | val_loss: 0.03118 | Time: 10196.5 ms [2021-05-13 03:14:09 main:574] : INFO : Epoch 1831 | loss: 0.0311652 | val_loss: 0.0311811 | Time: 10229.9 ms [2021-05-13 03:14:19 main:574] : INFO : Epoch 1832 | loss: 0.0311648 | val_loss: 0.0311788 | Time: 10271.4 ms [2021-05-13 03:14:29 main:574] : INFO : Epoch 1833 | loss: 0.0311651 | val_loss: 0.0311812 | Time: 10184.6 ms [2021-05-13 03:14:40 main:574] : INFO : Epoch 1834 | loss: 0.0311651 | val_loss: 0.0311842 | Time: 10169.1 ms [2021-05-13 03:14:50 main:574] : INFO : Epoch 1835 | loss: 0.0311697 | val_loss: 0.0311818 | Time: 10412.4 ms [2021-05-13 03:15:01 main:574] : INFO : Epoch 1836 | loss: 0.0311668 | val_loss: 0.0311859 | Time: 10376.3 ms [2021-05-13 03:15:11 main:574] : INFO : Epoch 1837 | loss: 0.0311712 | val_loss: 0.0311829 | Time: 10131.5 ms [2021-05-13 03:15:21 main:574] : INFO : Epoch 1838 | loss: 0.0311704 | val_loss: 0.0311813 | Time: 10328.7 ms [2021-05-13 03:15:31 main:574] : INFO : Epoch 1839 | loss: 0.0311713 | val_loss: 0.0311845 | Time: 10356.8 ms [2021-05-13 03:15:42 main:574] : INFO : Epoch 1840 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 10223.6 ms [2021-05-13 03:15:52 main:574] : INFO : Epoch 1841 | loss: 0.0311698 | val_loss: 0.0311842 | Time: 10189.2 ms [2021-05-13 03:16:02 main:574] : INFO : Epoch 1842 | loss: 0.0311802 | val_loss: 0.0311877 | Time: 10301.7 ms [2021-05-13 03:16:12 main:574] : INFO : Epoch 1843 | loss: 0.0311809 | val_loss: 0.0311856 | Time: 10176.7 ms [2021-05-13 03:16:22 main:574] : INFO : Epoch 1844 | loss: 0.0311786 | val_loss: 0.0311864 | Time: 10132.7 ms [2021-05-13 03:16:33 main:574] : INFO : Epoch 1845 | loss: 0.0311771 | val_loss: 0.0311842 | Time: 10326.4 ms [2021-05-13 03:16:43 main:574] : INFO : Epoch 1846 | loss: 0.0311794 | val_loss: 0.0311812 | Time: 10298.7 ms [2021-05-13 03:16:53 main:574] : INFO : Epoch 1847 | loss: 0.0311821 | val_loss: 0.0311896 | Time: 10033 ms [2021-05-13 03:17:04 main:574] : INFO : Epoch 1848 | loss: 0.031178 | val_loss: 0.0311828 | Time: 10298.8 ms [2021-05-13 03:17:14 main:574] : INFO : Epoch 1849 | loss: 0.0311739 | val_loss: 0.0311778 | Time: 10291.2 ms [2021-05-13 03:17:24 main:574] : INFO : Epoch 1850 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 10198.5 ms [2021-05-13 03:17:34 main:574] : INFO : Epoch 1851 | loss: 0.0311739 | val_loss: 0.0311792 | Time: 10264.6 ms [2021-05-13 03:17:45 main:574] : INFO : Epoch 1852 | loss: 0.0311759 | val_loss: 0.0311829 | Time: 10257.5 ms [2021-05-13 03:17:55 main:574] : INFO : Epoch 1853 | loss: 0.0311755 | val_loss: 0.0311824 | Time: 10096.9 ms [2021-05-13 03:18:05 main:574] : INFO : Epoch 1854 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 10238 ms [2021-05-13 03:18:16 main:574] : INFO : Epoch 1855 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 10732.1 ms [2021-05-13 03:18:26 main:574] : INFO : Epoch 1856 | loss: 0.0311714 | val_loss: 0.0311776 | Time: 10255.2 ms [2021-05-13 03:18:36 main:574] : INFO : Epoch 1857 | loss: 0.0311707 | val_loss: 0.0311775 | Time: 10079.5 ms [2021-05-13 03:18:47 main:574] : INFO : Epoch 1858 | loss: 0.0311706 | val_loss: 0.0311807 | Time: 10395.1 ms [2021-05-13 03:18:57 main:574] : INFO : Epoch 1859 | loss: 0.0311714 | val_loss: 0.0311842 | Time: 10296.7 ms [2021-05-13 03:19:07 main:574] : INFO : Epoch 1860 | loss: 0.0311735 | val_loss: 0.0311785 | Time: 10111.1 ms [2021-05-13 03:19:17 main:574] : INFO : Epoch 1861 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 10223.6 ms [2021-05-13 03:19:28 main:574] : INFO : Epoch 1862 | loss: 0.0311718 | val_loss: 0.0311783 | Time: 10339.9 ms [2021-05-13 03:19:38 main:574] : INFO : Epoch 1863 | loss: 0.03117 | val_loss: 0.0311773 | Time: 10228 ms [2021-05-13 03:19:48 main:574] : INFO : Epoch 1864 | loss: 0.0311691 | val_loss: 0.0311796 | Time: 10444 ms [2021-05-13 03:19:59 main:574] : INFO : Epoch 1865 | loss: 0.0311703 | val_loss: 0.0311788 | Time: 10352.5 ms [2021-05-13 03:20:09 main:574] : INFO : Epoch 1866 | loss: 0.0311686 | val_loss: 0.0311779 | Time: 10213.6 ms [2021-05-13 03:20:19 main:574] : INFO : Epoch 1867 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 10200.6 ms [2021-05-13 03:20:30 main:574] : INFO : Epoch 1868 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 10318.6 ms [2021-05-13 03:20:40 main:574] : INFO : Epoch 1869 | loss: 0.0311725 | val_loss: 0.0311814 | Time: 10203.9 ms [2021-05-13 03:20:50 main:574] : INFO : Epoch 1870 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 10434.9 ms [2021-05-13 03:21:01 main:574] : INFO : Epoch 1871 | loss: 0.0311744 | val_loss: 0.0311808 | Time: 10309.4 ms [2021-05-13 03:21:11 main:574] : INFO : Epoch 1872 | loss: 0.0311727 | val_loss: 0.03118 | Time: 10227.8 ms [2021-05-13 03:21:21 main:574] : INFO : Epoch 1873 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 10105.8 ms [2021-05-13 03:21:31 main:574] : INFO : Epoch 1874 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 10271.8 ms [2021-05-13 03:21:42 main:574] : INFO : Epoch 1875 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 10416 ms [2021-05-13 03:21:52 main:574] : INFO : Epoch 1876 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 10241.2 ms [2021-05-13 03:22:02 main:574] : INFO : Epoch 1877 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 10127.5 ms [2021-05-13 03:22:12 main:574] : INFO : Epoch 1878 | loss: 0.0311737 | val_loss: 0.0311816 | Time: 10248.7 ms [2021-05-13 03:22:23 main:574] : INFO : Epoch 1879 | loss: 0.0311757 | val_loss: 0.031177 | Time: 10247.8 ms [2021-05-13 03:22:33 main:574] : INFO : Epoch 1880 | loss: 0.0311741 | val_loss: 0.0311755 | Time: 10249.2 ms [2021-05-13 03:22:43 main:574] : INFO : Epoch 1881 | loss: 0.0311719 | val_loss: 0.0311799 | Time: 10339.9 ms [2021-05-13 03:22:54 main:574] : INFO : Epoch 1882 | loss: 0.0311718 | val_loss: 0.0311779 | Time: 10288.6 ms [2021-05-13 03:23:04 main:574] : INFO : Epoch 1883 | loss: 0.0311711 | val_loss: 0.0311769 | Time: 10164 ms [2021-05-13 03:23:14 main:574] : INFO : Epoch 1884 | loss: 0.0311711 | val_loss: 0.0311783 | Time: 10353.8 ms [2021-05-13 03:23:24 main:574] : INFO : Epoch 1885 | loss: 0.0311702 | val_loss: 0.0311842 | Time: 10333.3 ms [2021-05-13 03:23:35 main:574] : INFO : Epoch 1886 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 10231.8 ms [2021-05-13 03:23:45 main:574] : INFO : Epoch 1887 | loss: 0.0311724 | val_loss: 0.031177 | Time: 10131.5 ms [2021-05-13 03:23:55 main:574] : INFO : Epoch 1888 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 10409.9 ms [2021-05-13 03:24:06 main:574] : INFO : Epoch 1889 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 10305.8 ms [2021-05-13 03:24:16 main:574] : INFO : Epoch 1890 | loss: 0.0311689 | val_loss: 0.0311771 | Time: 10128.6 ms [2021-05-13 03:24:26 main:574] : INFO : Epoch 1891 | loss: 0.0311703 | val_loss: 0.0311761 | Time: 10156.5 ms [2021-05-13 03:24:37 main:574] : INFO : Epoch 1892 | loss: 0.0311688 | val_loss: 0.0311805 | Time: 10606.8 ms [2021-05-13 03:24:48 main:574] : INFO : Epoch 1893 | loss: 0.031172 | val_loss: 0.0311787 | Time: 10929.1 ms [2021-05-13 03:24:58 main:574] : INFO : Epoch 1894 | loss: 0.031175 | val_loss: 0.0311783 | Time: 10467.2 ms [2021-05-13 03:25:09 main:574] : INFO : Epoch 1895 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 10710.5 ms [2021-05-13 03:25:19 main:574] : INFO : Epoch 1896 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 10664.9 ms [2021-05-13 03:25:30 main:574] : INFO : Epoch 1897 | loss: 0.031169 | val_loss: 0.0311783 | Time: 10362.4 ms [2021-05-13 03:25:41 main:574] : INFO : Epoch 1898 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 10655.6 ms [2021-05-13 03:25:51 main:574] : INFO : Epoch 1899 | loss: 0.0311697 | val_loss: 0.0311772 | Time: 10974 ms [2021-05-13 03:26:02 main:574] : INFO : Epoch 1900 | loss: 0.0311702 | val_loss: 0.031181 | Time: 10844.1 ms [2021-05-13 03:26:13 main:574] : INFO : Epoch 1901 | loss: 0.0311711 | val_loss: 0.0311794 | Time: 10432.1 ms [2021-05-13 03:26:23 main:574] : INFO : Epoch 1902 | loss: 0.0311715 | val_loss: 0.0311757 | Time: 10257.3 ms [2021-05-13 03:26:34 main:574] : INFO : Epoch 1903 | loss: 0.031172 | val_loss: 0.0311803 | Time: 10400 ms [2021-05-13 03:26:44 main:574] : INFO : Epoch 1904 | loss: 0.0311711 | val_loss: 0.0311776 | Time: 10167 ms [2021-05-13 03:26:54 main:574] : INFO : Epoch 1905 | loss: 0.0311707 | val_loss: 0.0311854 | Time: 10246.9 ms [2021-05-13 03:27:04 main:574] : INFO : Epoch 1906 | loss: 0.0311699 | val_loss: 0.0311761 | Time: 10218.2 ms [2021-05-13 03:27:14 main:574] : INFO : Epoch 1907 | loss: 0.0311679 | val_loss: 0.0311787 | Time: 10084 ms [2021-05-13 03:27:25 main:574] : INFO : Epoch 1908 | loss: 0.0311673 | val_loss: 0.0311781 | Time: 10288.2 ms [2021-05-13 03:27:35 main:574] : INFO : Epoch 1909 | loss: 0.0311685 | val_loss: 0.0311753 | Time: 10273.9 ms [2021-05-13 03:27:45 main:574] : INFO : Epoch 1910 | loss: 0.0311696 | val_loss: 0.0311852 | Time: 10215.6 ms [2021-05-13 03:27:55 main:574] : INFO : Epoch 1911 | loss: 0.03117 | val_loss: 0.0311754 | Time: 10200.9 ms [2021-05-13 03:28:06 main:574] : INFO : Epoch 1912 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 10243.4 ms [2021-05-13 03:28:16 main:574] : INFO : Epoch 1913 | loss: 0.0311671 | val_loss: 0.0311749 | Time: 10484.6 ms [2021-05-13 03:28:27 main:574] : INFO : Epoch 1914 | loss: 0.0311679 | val_loss: 0.0311777 | Time: 10309.8 ms [2021-05-13 03:28:38 main:574] : INFO : Epoch 1915 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 11159.5 ms [2021-05-13 03:28:48 main:574] : INFO : Epoch 1916 | loss: 0.0311672 | val_loss: 0.0311844 | Time: 10571.2 ms [2021-05-13 03:28:59 main:574] : INFO : Epoch 1917 | loss: 0.0311678 | val_loss: 0.0311772 | Time: 10504.7 ms [2021-05-13 03:29:10 main:574] : INFO : Epoch 1918 | loss: 0.0311652 | val_loss: 0.031177 | Time: 10746.8 ms [2021-05-13 03:29:20 main:574] : INFO : Epoch 1919 | loss: 0.0311643 | val_loss: 0.0311792 | Time: 10339.8 ms [2021-05-13 03:29:30 main:574] : INFO : Epoch 1920 | loss: 0.0311678 | val_loss: 0.0311857 | Time: 10299.7 ms [2021-05-13 03:29:41 main:574] : INFO : Epoch 1921 | loss: 0.0311656 | val_loss: 0.0311729 | Time: 10244 ms [2021-05-13 03:29:51 main:574] : INFO : Epoch 1922 | loss: 0.0311642 | val_loss: 0.0311746 | Time: 10435.1 ms [2021-05-13 03:30:01 main:574] : INFO : Epoch 1923 | loss: 0.0311667 | val_loss: 0.0311766 | Time: 10248.8 ms [2021-05-13 03:30:11 main:574] : INFO : Epoch 1924 | loss: 0.0311656 | val_loss: 0.0311802 | Time: 10047.4 ms [2021-05-13 03:30:22 main:574] : INFO : Epoch 1925 | loss: 0.0311641 | val_loss: 0.0311765 | Time: 10275.9 ms [2021-05-13 03:30:32 main:574] : INFO : Epoch 1926 | loss: 0.0311642 | val_loss: 0.0311774 | Time: 10277.3 ms [2021-05-13 03:30:42 main:574] : INFO : Epoch 1927 | loss: 0.0311654 | val_loss: 0.0311735 | Time: 10113.1 ms [2021-05-13 03:30:53 main:574] : INFO : Epoch 1928 | loss: 0.0311654 | val_loss: 0.0311729 | Time: 10542.8 ms [2021-05-13 03:31:03 main:574] : INFO : Epoch 1929 | loss: 0.0311648 | val_loss: 0.0311741 | Time: 10315.9 ms [2021-05-13 03:31:13 main:574] : INFO : Epoch 1930 | loss: 0.031166 | val_loss: 0.0311783 | Time: 10215.6 ms [2021-05-13 03:31:24 main:574] : INFO : Epoch 1931 | loss: 0.0311664 | val_loss: 0.0311763 | Time: 10303.6 ms [2021-05-13 03:31:34 main:574] : INFO : Epoch 1932 | loss: 0.031169 | val_loss: 0.0311755 | Time: 10234.3 ms [2021-05-13 03:31:44 main:574] : INFO : Epoch 1933 | loss: 0.031169 | val_loss: 0.0311742 | Time: 10228.4 ms [2021-05-13 03:31:54 main:574] : INFO : Epoch 1934 | loss: 0.0311685 | val_loss: 0.0311735 | Time: 10423.5 ms [2021-05-13 03:32:05 main:574] : INFO : Epoch 1935 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 10300.3 ms [2021-05-13 03:32:15 main:574] : INFO : Epoch 1936 | loss: 0.0311723 | val_loss: 0.0311749 | Time: 10346.3 ms [2021-05-13 03:32:25 main:574] : INFO : Epoch 1937 | loss: 0.0311704 | val_loss: 0.0311832 | Time: 10109.6 ms [2021-05-13 03:32:36 main:574] : INFO : Epoch 1938 | loss: 0.0311699 | val_loss: 0.0311729 | Time: 10453.5 ms [2021-05-13 03:32:47 main:574] : INFO : Epoch 1939 | loss: 0.0311678 | val_loss: 0.0311712 | Time: 11033.5 ms [2021-05-13 03:32:58 main:574] : INFO : Epoch 1940 | loss: 0.0311678 | val_loss: 0.0311698 | Time: 11218.7 ms [2021-05-13 03:33:09 main:574] : INFO : Epoch 1941 | loss: 0.0311664 | val_loss: 0.0311715 | Time: 11201 ms [2021-05-13 03:33:21 main:574] : INFO : Epoch 1942 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 11354.1 ms [2021-05-13 03:33:32 main:574] : INFO : Epoch 1943 | loss: 0.0311658 | val_loss: 0.0311767 | Time: 11166.2 ms [2021-05-13 03:33:43 main:574] : INFO : Epoch 1944 | loss: 0.0311692 | val_loss: 0.0311832 | Time: 11332.5 ms [2021-05-13 03:33:54 main:574] : INFO : Epoch 1945 | loss: 0.0311664 | val_loss: 0.0311728 | Time: 11159.6 ms [2021-05-13 03:34:05 main:574] : INFO : Epoch 1946 | loss: 0.0311637 | val_loss: 0.0311747 | Time: 10915.7 ms [2021-05-13 03:34:16 main:574] : INFO : Epoch 1947 | loss: 0.0311637 | val_loss: 0.0311737 | Time: 10994.7 ms [2021-05-13 03:34:27 main:574] : INFO : Epoch 1948 | loss: 0.0311643 | val_loss: 0.0311769 | Time: 10757.7 ms [2021-05-13 03:34:38 main:574] : INFO : Epoch 1949 | loss: 0.0311636 | val_loss: 0.0311736 | Time: 10887.5 ms [2021-05-13 03:34:49 main:574] : INFO : Epoch 1950 | loss: 0.0311622 | val_loss: 0.0311723 | Time: 10901.2 ms [2021-05-13 03:35:00 main:574] : INFO : Epoch 1951 | loss: 0.0311642 | val_loss: 0.0311794 | Time: 10808.2 ms [2021-05-13 03:35:11 main:574] : INFO : Epoch 1952 | loss: 0.0311636 | val_loss: 0.0311738 | Time: 10836.9 ms [2021-05-13 03:35:22 main:574] : INFO : Epoch 1953 | loss: 0.0311634 | val_loss: 0.0311771 | Time: 10882.4 ms [2021-05-13 03:35:33 main:574] : INFO : Epoch 1954 | loss: 0.031164 | val_loss: 0.0311718 | Time: 10896.7 ms [2021-05-13 03:35:44 main:574] : INFO : Epoch 1955 | loss: 0.0311628 | val_loss: 0.0311723 | Time: 11066.5 ms [2021-05-13 03:35:54 main:574] : INFO : Epoch 1956 | loss: 0.031165 | val_loss: 0.0311727 | Time: 10759.3 ms [2021-05-13 03:36:06 main:574] : INFO : Epoch 1957 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 11225.2 ms [2021-05-13 03:36:17 main:574] : INFO : Epoch 1958 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 11074.2 ms [2021-05-13 03:36:28 main:574] : INFO : Epoch 1959 | loss: 0.0311632 | val_loss: 0.0311712 | Time: 10813.4 ms [2021-05-13 03:36:39 main:574] : INFO : Epoch 1960 | loss: 0.0311632 | val_loss: 0.0311731 | Time: 11239.6 ms [2021-05-13 03:36:50 main:574] : INFO : Epoch 1961 | loss: 0.0311618 | val_loss: 0.0311708 | Time: 10830.8 ms [2021-05-13 03:37:01 main:574] : INFO : Epoch 1962 | loss: 0.0311614 | val_loss: 0.0311769 | Time: 10679.6 ms [2021-05-13 03:37:11 main:574] : INFO : Epoch 1963 | loss: 0.0311644 | val_loss: 0.0311725 | Time: 10915 ms [2021-05-13 03:37:22 main:574] : INFO : Epoch 1964 | loss: 0.0311631 | val_loss: 0.0311738 | Time: 10293.4 ms [2021-05-13 03:37:32 main:574] : INFO : Epoch 1965 | loss: 0.0311607 | val_loss: 0.0311708 | Time: 10233.1 ms [2021-05-13 03:37:42 main:574] : INFO : Epoch 1966 | loss: 0.0311604 | val_loss: 0.0311727 | Time: 10195.1 ms [2021-05-13 03:37:53 main:574] : INFO : Epoch 1967 | loss: 0.0311619 | val_loss: 0.0311722 | Time: 10314.1 ms [2021-05-13 03:38:03 main:574] : INFO : Epoch 1968 | loss: 0.0311638 | val_loss: 0.0311753 | Time: 10268 ms [2021-05-13 03:38:13 main:574] : INFO : Epoch 1969 | loss: 0.0311615 | val_loss: 0.0311731 | Time: 10411.3 ms [2021-05-13 03:38:24 main:574] : INFO : Epoch 1970 | loss: 0.0311615 | val_loss: 0.0311708 | Time: 10609.7 ms [2021-05-13 03:38:34 main:574] : INFO : Epoch 1971 | loss: 0.0311613 | val_loss: 0.0311737 | Time: 10281.8 ms [2021-05-13 03:38:45 main:574] : INFO : Epoch 1972 | loss: 0.0311625 | val_loss: 0.0311751 | Time: 10216.5 ms [2021-05-13 03:38:55 main:574] : INFO : Epoch 1973 | loss: 0.0311614 | val_loss: 0.031175 | Time: 10275.8 ms [2021-05-13 03:39:05 main:574] : INFO : Epoch 1974 | loss: 0.0311644 | val_loss: 0.0311714 | Time: 10504.6 ms [2021-05-13 03:39:16 main:574] : INFO : Epoch 1975 | loss: 0.0311625 | val_loss: 0.0311759 | Time: 10352.4 ms [2021-05-13 03:39:26 main:574] : INFO : Epoch 1976 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 10265.6 ms [2021-05-13 03:39:36 main:574] : INFO : Epoch 1977 | loss: 0.0311608 | val_loss: 0.0311714 | Time: 10285.6 ms [2021-05-13 03:39:47 main:574] : INFO : Epoch 1978 | loss: 0.0311608 | val_loss: 0.0311751 | Time: 10278.3 ms [2021-05-13 03:39:57 main:574] : INFO : Epoch 1979 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 10198.4 ms [2021-05-13 03:40:07 main:574] : INFO : Epoch 1980 | loss: 0.0311647 | val_loss: 0.0311717 | Time: 10159.9 ms [2021-05-13 03:40:17 main:574] : INFO : Epoch 1981 | loss: 0.0311649 | val_loss: 0.0311725 | Time: 10415.2 ms [2021-05-13 03:40:28 main:574] : INFO : Epoch 1982 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 10349.8 ms [2021-05-13 03:40:38 main:574] : INFO : Epoch 1983 | loss: 0.0311621 | val_loss: 0.0311737 | Time: 10255.3 ms [2021-05-13 03:40:49 main:574] : INFO : Epoch 1984 | loss: 0.0311612 | val_loss: 0.0311748 | Time: 10388.1 ms [2021-05-13 03:40:59 main:574] : INFO : Epoch 1985 | loss: 0.0311633 | val_loss: 0.0311731 | Time: 10378.3 ms [2021-05-13 03:41:09 main:574] : INFO : Epoch 1986 | loss: 0.0311627 | val_loss: 0.0311725 | Time: 10269.2 ms [2021-05-13 03:41:19 main:574] : INFO : Epoch 1987 | loss: 0.0311622 | val_loss: 0.0311728 | Time: 10179.2 ms [2021-05-13 03:41:30 main:574] : INFO : Epoch 1988 | loss: 0.031163 | val_loss: 0.0311737 | Time: 10224.6 ms [2021-05-13 03:41:40 main:574] : INFO : Epoch 1989 | loss: 0.0311647 | val_loss: 0.0311753 | Time: 10247.2 ms [2021-05-13 03:41:51 main:574] : INFO : Epoch 1990 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 10632.7 ms [2021-05-13 03:42:01 main:574] : INFO : Epoch 1991 | loss: 0.0311654 | val_loss: 0.0311792 | Time: 10485.2 ms [2021-05-13 03:42:12 main:574] : INFO : Epoch 1992 | loss: 0.0311651 | val_loss: 0.031177 | Time: 10605.4 ms [2021-05-13 03:42:23 main:574] : INFO : Epoch 1993 | loss: 0.0311691 | val_loss: 0.0311898 | Time: 11543.5 ms [2021-05-13 03:42:35 main:574] : INFO : Epoch 1994 | loss: 0.0311749 | val_loss: 0.031239 | Time: 11892.4 ms [2021-05-13 03:42:47 main:574] : INFO : Epoch 1995 | loss: 0.0421604 | val_loss: 0.0385801 | Time: 11719.1 ms [2021-05-13 03:42:59 main:574] : INFO : Epoch 1996 | loss: 0.0333079 | val_loss: 0.0316665 | Time: 11712.2 ms [2021-05-13 03:43:11 main:574] : INFO : Epoch 1997 | loss: 0.0314787 | val_loss: 0.0313661 | Time: 11877.1 ms [2021-05-13 03:43:22 main:574] : INFO : Epoch 1998 | loss: 0.0313013 | val_loss: 0.0312631 | Time: 11755.2 ms [2021-05-13 03:43:34 main:574] : INFO : Epoch 1999 | loss: 0.0312611 | val_loss: 0.0312561 | Time: 11740.6 ms [2021-05-13 03:43:46 main:574] : INFO : Epoch 2000 | loss: 0.0312542 | val_loss: 0.0312527 | Time: 11474.9 ms [2021-05-13 03:43:57 main:574] : INFO : Epoch 2001 | loss: 0.0312525 | val_loss: 0.0312523 | Time: 11353.8 ms [2021-05-13 03:44:09 main:574] : INFO : Epoch 2002 | loss: 0.0312518 | val_loss: 0.0312515 | Time: 11333.5 ms [2021-05-13 03:44:21 main:574] : INFO : Epoch 2003 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 11860.8 ms [2021-05-13 03:44:32 main:574] : INFO : Epoch 2004 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 11418.3 ms [2021-05-13 03:44:43 main:574] : INFO : Epoch 2005 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 11111.9 ms [2021-05-13 03:44:54 main:574] : INFO : Epoch 2006 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 10908.3 ms [2021-05-13 03:45:05 main:574] : INFO : Epoch 2007 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 11005.6 ms [2021-05-13 03:45:16 main:574] : INFO : Epoch 2008 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 10841.9 ms [2021-05-13 03:45:27 main:574] : INFO : Epoch 2009 | loss: 0.0312502 | val_loss: 0.03125 | Time: 11099.4 ms [2021-05-13 03:45:38 main:574] : INFO : Epoch 2010 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 11110.8 ms [2021-05-13 03:45:49 main:574] : INFO : Epoch 2011 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 10991.2 ms [2021-05-13 03:46:00 main:574] : INFO : Epoch 2012 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 11013.5 ms [2021-05-13 03:46:11 main:574] : INFO : Epoch 2013 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 11086.2 ms [2021-05-13 03:46:23 main:574] : INFO : Epoch 2014 | loss: 0.0312441 | val_loss: 0.0312432 | Time: 11089.3 ms [2021-05-13 03:46:33 main:574] : INFO : Epoch 2015 | loss: 0.0312409 | val_loss: 0.0312392 | Time: 10343.6 ms [2021-05-13 03:46:43 main:574] : INFO : Epoch 2016 | loss: 0.0312372 | val_loss: 0.0312356 | Time: 10286 ms [2021-05-13 03:46:53 main:574] : INFO : Epoch 2017 | loss: 0.0312336 | val_loss: 0.03123 | Time: 10193.9 ms [2021-05-13 03:47:04 main:574] : INFO : Epoch 2018 | loss: 0.0312298 | val_loss: 0.0312263 | Time: 10276.6 ms [2021-05-13 03:47:14 main:574] : INFO : Epoch 2019 | loss: 0.0312245 | val_loss: 0.0312209 | Time: 10352.4 ms [2021-05-13 03:47:24 main:574] : INFO : Epoch 2020 | loss: 0.0312182 | val_loss: 0.0312137 | Time: 10287.1 ms [2021-05-13 03:47:35 main:574] : INFO : Epoch 2021 | loss: 0.0312125 | val_loss: 0.0312082 | Time: 10440.4 ms [2021-05-13 03:47:45 main:574] : INFO : Epoch 2022 | loss: 0.0312077 | val_loss: 0.0312049 | Time: 10248.9 ms [2021-05-13 03:47:55 main:574] : INFO : Epoch 2023 | loss: 0.0312043 | val_loss: 0.031202 | Time: 10101.6 ms [2021-05-13 03:48:06 main:574] : INFO : Epoch 2024 | loss: 0.0312021 | val_loss: 0.0311984 | Time: 10297.2 ms [2021-05-13 03:48:16 main:574] : INFO : Epoch 2025 | loss: 0.0312007 | val_loss: 0.0311944 | Time: 10510.4 ms [2021-05-13 03:48:27 main:574] : INFO : Epoch 2026 | loss: 0.0311993 | val_loss: 0.0311942 | Time: 10535.5 ms [2021-05-13 03:48:38 main:574] : INFO : Epoch 2027 | loss: 0.0311977 | val_loss: 0.0311918 | Time: 11140.3 ms [2021-05-13 03:48:49 main:574] : INFO : Epoch 2028 | loss: 0.0311965 | val_loss: 0.0311917 | Time: 11278 ms [2021-05-13 03:49:00 main:574] : INFO : Epoch 2029 | loss: 0.0311953 | val_loss: 0.0311901 | Time: 11193.1 ms [2021-05-13 03:49:12 main:574] : INFO : Epoch 2030 | loss: 0.0311937 | val_loss: 0.0311885 | Time: 11249.8 ms [2021-05-13 03:49:23 main:574] : INFO : Epoch 2031 | loss: 0.0311936 | val_loss: 0.0311912 | Time: 11323 ms [2021-05-13 03:49:34 main:574] : INFO : Epoch 2032 | loss: 0.0311932 | val_loss: 0.0311891 | Time: 11418.2 ms [2021-05-13 03:49:46 main:574] : INFO : Epoch 2033 | loss: 0.0311921 | val_loss: 0.0311906 | Time: 11073.5 ms [2021-05-13 03:49:57 main:574] : INFO : Epoch 2034 | loss: 0.031196 | val_loss: 0.0311918 | Time: 10908.1 ms [2021-05-13 03:50:07 main:574] : INFO : Epoch 2035 | loss: 0.0311946 | val_loss: 0.0311895 | Time: 10825 ms [2021-05-13 03:50:18 main:574] : INFO : Epoch 2036 | loss: 0.0311936 | val_loss: 0.0311887 | Time: 10898.7 ms [2021-05-13 03:50:29 main:574] : INFO : Epoch 2037 | loss: 0.0311922 | val_loss: 0.0311873 | Time: 10862.8 ms [2021-05-13 03:50:40 main:574] : INFO : Epoch 2038 | loss: 0.0311899 | val_loss: 0.0311873 | Time: 10850.7 ms [2021-05-13 03:50:51 main:574] : INFO : Epoch 2039 | loss: 0.0311885 | val_loss: 0.0311858 | Time: 11285.8 ms [2021-05-13 03:51:02 main:574] : INFO : Epoch 2040 | loss: 0.0311887 | val_loss: 0.0311882 | Time: 10680.2 ms [2021-05-13 03:51:13 main:574] : INFO : Epoch 2041 | loss: 0.0311893 | val_loss: 0.0311856 | Time: 10820.2 ms [2021-05-13 03:51:24 main:574] : INFO : Epoch 2042 | loss: 0.0311885 | val_loss: 0.0311851 | Time: 11027.7 ms [2021-05-13 03:51:35 main:574] : INFO : Epoch 2043 | loss: 0.0311879 | val_loss: 0.0311848 | Time: 10993.4 ms [2021-05-13 03:51:46 main:574] : INFO : Epoch 2044 | loss: 0.0311865 | val_loss: 0.031187 | Time: 11088.6 ms [2021-05-13 03:51:57 main:574] : INFO : Epoch 2045 | loss: 0.0311873 | val_loss: 0.0311852 | Time: 11048.4 ms [2021-05-13 03:52:08 main:574] : INFO : Epoch 2046 | loss: 0.031186 | val_loss: 0.031186 | Time: 11206.1 ms [2021-05-13 03:52:19 main:574] : INFO : Epoch 2047 | loss: 0.0311859 | val_loss: 0.0311851 | Time: 10748.7 ms [2021-05-13 03:52:30 main:574] : INFO : Epoch 2048 | loss: 0.0311867 | val_loss: 0.0311854 | Time: 10858.1 ms [2021-05-13 03:52:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311854 [2021-05-13 03:52:30 main:603] : INFO : Saving end state to config to file [2021-05-13 03:52:30 main:608] : INFO : Success, exiting.. 03:52:30 (3016): 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)