Task 14624415
| Name | ParityModified-1647044010-22949-3-0_1 |
| Workunit | 11520755 |
| Created | 18 Apr 2022, 22:53:34 UTC |
| Sent | 18 Apr 2022, 22:54:22 UTC |
| Report deadline | 26 Apr 2022, 22:54:22 UTC |
| Received | 19 Apr 2022, 13:55:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7776 |
| Run time | 41 min 28 sec |
| CPU time | 38 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311826 | val_loss: 0.0311877 | Time: 1118.17 ms
[2022-04-19 09:44:50 main:574] : INFO : Epoch 1543 | loss: 0.0311822 | val_loss: 0.0311847 | Time: 1112.94 ms
[2022-04-19 09:44:51 main:574] : INFO : Epoch 1544 | loss: 0.0311796 | val_loss: 0.0311847 | Time: 1112.71 ms
[2022-04-19 09:44:53 main:574] : INFO : Epoch 1545 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 1114.92 ms
[2022-04-19 09:44:54 main:574] : INFO : Epoch 1546 | loss: 0.0311768 | val_loss: 0.031185 | Time: 1111.77 ms
[2022-04-19 09:44:55 main:574] : INFO : Epoch 1547 | loss: 0.0311787 | val_loss: 0.0311857 | Time: 1125.71 ms
[2022-04-19 09:44:56 main:574] : INFO : Epoch 1548 | loss: 0.0311777 | val_loss: 0.0311851 | Time: 1114.84 ms
[2022-04-19 09:44:57 main:574] : INFO : Epoch 1549 | loss: 0.031177 | val_loss: 0.0311852 | Time: 1115.26 ms
[2022-04-19 09:44:59 main:574] : INFO : Epoch 1550 | loss: 0.0311757 | val_loss: 0.0311851 | Time: 1112.99 ms
[2022-04-19 09:45:00 main:574] : INFO : Epoch 1551 | loss: 0.0311757 | val_loss: 0.0311846 | Time: 1115.93 ms
[2022-04-19 09:45:01 main:574] : INFO : Epoch 1552 | loss: 0.031176 | val_loss: 0.031185 | Time: 1113.84 ms
[2022-04-19 09:45:02 main:574] : INFO : Epoch 1553 | loss: 0.0311761 | val_loss: 0.0311852 | Time: 1115.31 ms
[2022-04-19 09:45:03 main:574] : INFO : Epoch 1554 | loss: 0.0311776 | val_loss: 0.0311828 | Time: 1117.2 ms
[2022-04-19 09:45:05 main:574] : INFO : Epoch 1555 | loss: 0.0311798 | val_loss: 0.0311852 | Time: 1118.14 ms
[2022-04-19 09:45:06 main:574] : INFO : Epoch 1556 | loss: 0.0311782 | val_loss: 0.0311849 | Time: 1114.09 ms
[2022-04-19 09:45:07 main:574] : INFO : Epoch 1557 | loss: 0.0311787 | val_loss: 0.0311841 | Time: 1114.22 ms
[2022-04-19 09:45:08 main:574] : INFO : Epoch 1558 | loss: 0.0311787 | val_loss: 0.0311878 | Time: 1116.14 ms
[2022-04-19 09:45:09 main:574] : INFO : Epoch 1559 | loss: 0.0311863 | val_loss: 0.0311872 | Time: 1114.09 ms
[2022-04-19 09:45:11 main:574] : INFO : Epoch 1560 | loss: 0.0311863 | val_loss: 0.0311876 | Time: 1114.01 ms
[2022-04-19 09:45:12 main:574] : INFO : Epoch 1561 | loss: 0.0311848 | val_loss: 0.0311879 | Time: 1112.46 ms
[2022-04-19 09:45:13 main:574] : INFO : Epoch 1562 | loss: 0.0311833 | val_loss: 0.0311852 | Time: 1112.75 ms
[2022-04-19 09:45:14 main:574] : INFO : Epoch 1563 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 1119.73 ms
[2022-04-19 09:45:15 main:574] : INFO : Epoch 1564 | loss: 0.0311822 | val_loss: 0.0311934 | Time: 1111.4 ms
[2022-04-19 09:45:17 main:574] : INFO : Epoch 1565 | loss: 0.0311845 | val_loss: 0.0311849 | Time: 1117.85 ms
[2022-04-19 09:45:18 main:574] : INFO : Epoch 1566 | loss: 0.0311822 | val_loss: 0.0311871 | Time: 1115.98 ms
[2022-04-19 09:45:19 main:574] : INFO : Epoch 1567 | loss: 0.0311804 | val_loss: 0.031183 | Time: 1114.56 ms
[2022-04-19 09:45:20 main:574] : INFO : Epoch 1568 | loss: 0.0311798 | val_loss: 0.0311839 | Time: 1116.52 ms
[2022-04-19 09:45:21 main:574] : INFO : Epoch 1569 | loss: 0.031178 | val_loss: 0.0311831 | Time: 1117.5 ms
[2022-04-19 09:45:23 main:574] : INFO : Epoch 1570 | loss: 0.0311771 | val_loss: 0.0311837 | Time: 1118.49 ms
[2022-04-19 09:45:24 main:574] : INFO : Epoch 1571 | loss: 0.0311771 | val_loss: 0.0311828 | Time: 1113.43 ms
[2022-04-19 09:45:25 main:574] : INFO : Epoch 1572 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 1114.72 ms
[2022-04-19 09:45:26 main:574] : INFO : Epoch 1573 | loss: 0.0311761 | val_loss: 0.0311821 | Time: 1115.58 ms
[2022-04-19 09:45:27 main:574] : INFO : Epoch 1574 | loss: 0.0311753 | val_loss: 0.0311841 | Time: 1111.9 ms
[2022-04-19 09:45:29 main:574] : INFO : Epoch 1575 | loss: 0.0311756 | val_loss: 0.0311831 | Time: 1115.03 ms
[2022-04-19 09:45:30 main:574] : INFO : Epoch 1576 | loss: 0.0311755 | val_loss: 0.0311822 | Time: 1116.54 ms
[2022-04-19 09:45:31 main:574] : INFO : Epoch 1577 | loss: 0.0311748 | val_loss: 0.0311827 | Time: 1115.09 ms
[2022-04-19 09:45:32 main:574] : INFO : Epoch 1578 | loss: 0.0311764 | val_loss: 0.0311892 | Time: 1116.34 ms
[2022-04-19 09:45:33 main:574] : INFO : Epoch 1579 | loss: 0.0311808 | val_loss: 0.0311859 | Time: 1116.92 ms
[2022-04-19 09:45:35 main:574] : INFO : Epoch 1580 | loss: 0.031175 | val_loss: 0.0311866 | Time: 1118.61 ms
[2022-04-19 09:45:36 main:574] : INFO : Epoch 1581 | loss: 0.0311757 | val_loss: 0.0311898 | Time: 1114.04 ms
[2022-04-19 09:45:37 main:574] : INFO : Epoch 1582 | loss: 0.0311754 | val_loss: 0.0311912 | Time: 1116.58 ms
[2022-04-19 09:45:38 main:574] : INFO : Epoch 1583 | loss: 0.0311738 | val_loss: 0.0311853 | Time: 1116.28 ms
[2022-04-19 09:45:39 main:574] : INFO : Epoch 1584 | loss: 0.031174 | val_loss: 0.0311872 | Time: 1119.23 ms
[2022-04-19 09:45:41 main:574] : INFO : Epoch 1585 | loss: 0.0311775 | val_loss: 0.0311822 | Time: 1113.41 ms
[2022-04-19 09:45:42 main:574] : INFO : Epoch 1586 | loss: 0.0311729 | val_loss: 0.0311819 | Time: 1112.34 ms
[2022-04-19 09:45:43 main:574] : INFO : Epoch 1587 | loss: 0.0311746 | val_loss: 0.0311832 | Time: 1113.31 ms
[2022-04-19 09:45:44 main:574] : INFO : Epoch 1588 | loss: 0.0311757 | val_loss: 0.0311818 | Time: 1117.34 ms
[2022-04-19 09:45:45 main:574] : INFO : Epoch 1589 | loss: 0.0311729 | val_loss: 0.0311829 | Time: 1114.93 ms
[2022-04-19 09:45:46 main:574] : INFO : Epoch 1590 | loss: 0.0311722 | val_loss: 0.0311835 | Time: 1115.18 ms
[2022-04-19 09:45:48 main:574] : INFO : Epoch 1591 | loss: 0.0311742 | val_loss: 0.0311853 | Time: 1121.28 ms
[2022-04-19 09:45:49 main:574] : INFO : Epoch 1592 | loss: 0.0311777 | val_loss: 0.031182 | Time: 1112.88 ms
[2022-04-19 09:45:50 main:574] : INFO : Epoch 1593 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 1115.05 ms
[2022-04-19 09:45:51 main:574] : INFO : Epoch 1594 | loss: 0.0311775 | val_loss: 0.0311821 | Time: 1118.83 ms
[2022-04-19 09:45:52 main:574] : INFO : Epoch 1595 | loss: 0.0311773 | val_loss: 0.0311836 | Time: 1115.6 ms
[2022-04-19 09:45:54 main:574] : INFO : Epoch 1596 | loss: 0.0311776 | val_loss: 0.031182 | Time: 1119.73 ms
[2022-04-19 09:45:55 main:574] : INFO : Epoch 1597 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 1117.88 ms
[2022-04-19 09:45:56 main:574] : INFO : Epoch 1598 | loss: 0.0311741 | val_loss: 0.0311827 | Time: 1114.09 ms
[2022-04-19 09:45:57 main:574] : INFO : Epoch 1599 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 1115.38 ms
[2022-04-19 09:45:58 main:574] : INFO : Epoch 1600 | loss: 0.0311748 | val_loss: 0.0311825 | Time: 1112.83 ms
[2022-04-19 09:46:00 main:574] : INFO : Epoch 1601 | loss: 0.0311779 | val_loss: 0.0311875 | Time: 1116.66 ms
[2022-04-19 09:46:01 main:574] : INFO : Epoch 1602 | loss: 0.0311811 | val_loss: 0.0311826 | Time: 1114.88 ms
[2022-04-19 09:46:02 main:574] : INFO : Epoch 1603 | loss: 0.0311782 | val_loss: 0.0311836 | Time: 1112.78 ms
[2022-04-19 09:46:03 main:574] : INFO : Epoch 1604 | loss: 0.0311773 | val_loss: 0.0311831 | Time: 1114.9 ms
[2022-04-19 09:46:04 main:574] : INFO : Epoch 1605 | loss: 0.0311766 | val_loss: 0.0312004 | Time: 1117.22 ms
[2022-04-19 09:46:06 main:574] : INFO : Epoch 1606 | loss: 0.031183 | val_loss: 0.0311902 | Time: 1114.78 ms
[2022-04-19 09:46:07 main:574] : INFO : Epoch 1607 | loss: 0.0311768 | val_loss: 0.0311834 | Time: 1116.28 ms
[2022-04-19 09:46:08 main:574] : INFO : Epoch 1608 | loss: 0.0311753 | val_loss: 0.0311843 | Time: 1117.51 ms
[2022-04-19 09:46:09 main:574] : INFO : Epoch 1609 | loss: 0.0311737 | val_loss: 0.0311847 | Time: 1121.76 ms
[2022-04-19 09:46:11 main:574] : INFO : Epoch 1610 | loss: 0.0311758 | val_loss: 0.0311842 | Time: 1118.68 ms
[2022-04-19 09:46:12 main:574] : INFO : Epoch 1611 | loss: 0.0311737 | val_loss: 0.0311829 | Time: 1114.58 ms
[2022-04-19 09:46:13 main:574] : INFO : Epoch 1612 | loss: 0.0311753 | val_loss: 0.031184 | Time: 1115.5 ms
[2022-04-19 09:46:14 main:574] : INFO : Epoch 1613 | loss: 0.0311747 | val_loss: 0.0311836 | Time: 1114.62 ms
[2022-04-19 09:46:15 main:574] : INFO : Epoch 1614 | loss: 0.0311764 | val_loss: 0.0311836 | Time: 1111.9 ms
[2022-04-19 09:46:16 main:574] : INFO : Epoch 1615 | loss: 0.0311796 | val_loss: 0.0311859 | Time: 1113.98 ms
[2022-04-19 09:46:18 main:574] : INFO : Epoch 1616 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 1114.11 ms
[2022-04-19 09:46:19 main:574] : INFO : Epoch 1617 | loss: 0.0311752 | val_loss: 0.0311825 | Time: 1115.04 ms
[2022-04-19 09:46:20 main:574] : INFO : Epoch 1618 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 1112.49 ms
[2022-04-19 09:46:21 main:574] : INFO : Epoch 1619 | loss: 0.031175 | val_loss: 0.0311868 | Time: 1114.8 ms
[2022-04-19 09:46:22 main:574] : INFO : Epoch 1620 | loss: 0.0311766 | val_loss: 0.0311857 | Time: 1113.78 ms
[2022-04-19 09:46:24 main:574] : INFO : Epoch 1621 | loss: 0.0311761 | val_loss: 0.0311892 | Time: 1120.19 ms
[2022-04-19 09:46:25 main:574] : INFO : Epoch 1622 | loss: 0.0311761 | val_loss: 0.0311844 | Time: 1114.97 ms
[2022-04-19 09:46:26 main:574] : INFO : Epoch 1623 | loss: 0.0311749 | val_loss: 0.0311832 | Time: 1114.27 ms
[2022-04-19 09:46:27 main:574] : INFO : Epoch 1624 | loss: 0.0311739 | val_loss: 0.0311833 | Time: 1116.87 ms
[2022-04-19 09:46:28 main:574] : INFO : Epoch 1625 | loss: 0.031174 | val_loss: 0.0311848 | Time: 1114.85 ms
[2022-04-19 09:46:30 main:574] : INFO : Epoch 1626 | loss: 0.0311725 | val_loss: 0.0311834 | Time: 1113.6 ms
[2022-04-19 09:46:31 main:574] : INFO : Epoch 1627 | loss: 0.0311731 | val_loss: 0.0311838 | Time: 1115.98 ms
[2022-04-19 09:46:32 main:574] : INFO : Epoch 1628 | loss: 0.031175 | val_loss: 0.0311868 | Time: 1113.49 ms
[2022-04-19 09:46:33 main:574] : INFO : Epoch 1629 | loss: 0.0311743 | val_loss: 0.0311839 | Time: 1114.37 ms
[2022-04-19 09:46:34 main:574] : INFO : Epoch 1630 | loss: 0.0311733 | val_loss: 0.0311843 | Time: 1114.14 ms
[2022-04-19 09:46:35 main:574] : INFO : Epoch 1631 | loss: 0.0311715 | val_loss: 0.0311838 | Time: 1114.36 ms
[2022-04-19 09:46:37 main:574] : INFO : Epoch 1632 | loss: 0.0311722 | val_loss: 0.0311853 | Time: 1112.61 ms
[2022-04-19 09:46:38 main:574] : INFO : Epoch 1633 | loss: 0.0311734 | val_loss: 0.0311847 | Time: 1114.91 ms
[2022-04-19 09:46:39 main:574] : INFO : Epoch 1634 | loss: 0.0311725 | val_loss: 0.031188 | Time: 1116.89 ms
[2022-04-19 09:46:40 main:574] : INFO : Epoch 1635 | loss: 0.0311755 | val_loss: 0.0311855 | Time: 1113.58 ms
[2022-04-19 09:46:41 main:574] : INFO : Epoch 1636 | loss: 0.0311744 | val_loss: 0.0311876 | Time: 1115.85 ms
[2022-04-19 09:46:43 main:574] : INFO : Epoch 1637 | loss: 0.0311737 | val_loss: 0.031182 | Time: 1115.05 ms
[2022-04-19 09:46:44 main:574] : INFO : Epoch 1638 | loss: 0.0311752 | val_loss: 0.0311879 | Time: 1114.8 ms
[2022-04-19 09:46:45 main:574] : INFO : Epoch 1639 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 1113.1 ms
[2022-04-19 09:46:46 main:574] : INFO : Epoch 1640 | loss: 0.0311736 | val_loss: 0.0311842 | Time: 1114.71 ms
[2022-04-19 09:46:47 main:574] : INFO : Epoch 1641 | loss: 0.031172 | val_loss: 0.0311828 | Time: 1110.38 ms
[2022-04-19 09:46:49 main:574] : INFO : Epoch 1642 | loss: 0.0311716 | val_loss: 0.0311845 | Time: 1114.84 ms
[2022-04-19 09:46:50 main:574] : INFO : Epoch 1643 | loss: 0.0311735 | val_loss: 0.0311844 | Time: 1115.11 ms
[2022-04-19 09:46:51 main:574] : INFO : Epoch 1644 | loss: 0.0311748 | val_loss: 0.0311857 | Time: 1114.32 ms
[2022-04-19 09:46:52 main:574] : INFO : Epoch 1645 | loss: 0.0311732 | val_loss: 0.0311822 | Time: 1114.56 ms
[2022-04-19 09:46:53 main:574] : INFO : Epoch 1646 | loss: 0.0311752 | val_loss: 0.0311953 | Time: 1115.5 ms
[2022-04-19 09:46:55 main:574] : INFO : Epoch 1647 | loss: 0.0311788 | val_loss: 0.0311827 | Time: 1113.73 ms
[2022-04-19 09:46:56 main:574] : INFO : Epoch 1648 | loss: 0.0311752 | val_loss: 0.0311838 | Time: 1115.81 ms
[2022-04-19 09:46:57 main:574] : INFO : Epoch 1649 | loss: 0.0311734 | val_loss: 0.0311831 | Time: 1116.17 ms
[2022-04-19 09:46:58 main:574] : INFO : Epoch 1650 | loss: 0.0311728 | val_loss: 0.0311836 | Time: 1114.53 ms
[2022-04-19 09:46:59 main:574] : INFO : Epoch 1651 | loss: 0.0311771 | val_loss: 0.0311828 | Time: 1113.31 ms
[2022-04-19 09:47:00 main:574] : INFO : Epoch 1652 | loss: 0.0311759 | val_loss: 0.0311845 | Time: 1115.88 ms
[2022-04-19 09:47:02 main:574] : INFO : Epoch 1653 | loss: 0.0311741 | val_loss: 0.0311839 | Time: 1114.28 ms
[2022-04-19 09:47:03 main:574] : INFO : Epoch 1654 | loss: 0.0311745 | val_loss: 0.0311822 | Time: 1115.16 ms
[2022-04-19 09:47:04 main:574] : INFO : Epoch 1655 | loss: 0.0311735 | val_loss: 0.0311824 | Time: 1117.49 ms
[2022-04-19 09:47:05 main:574] : INFO : Epoch 1656 | loss: 0.0311718 | val_loss: 0.0311817 | Time: 1111.1 ms
[2022-04-19 09:47:06 main:574] : INFO : Epoch 1657 | loss: 0.031173 | val_loss: 0.0311818 | Time: 1111.67 ms
[2022-04-19 09:47:08 main:574] : INFO : Epoch 1658 | loss: 0.0311743 | val_loss: 0.0311839 | Time: 1111.89 ms
[2022-04-19 09:47:09 main:574] : INFO : Epoch 1659 | loss: 0.0311706 | val_loss: 0.0311836 | Time: 1120.23 ms
[2022-04-19 09:47:10 main:574] : INFO : Epoch 1660 | loss: 0.031171 | val_loss: 0.031185 | Time: 1115.29 ms
[2022-04-19 09:47:11 main:574] : INFO : Epoch 1661 | loss: 0.0311723 | val_loss: 0.0311827 | Time: 1113.7 ms
[2022-04-19 09:47:13 main:574] : INFO : Epoch 1662 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 1116.12 ms
[2022-04-19 09:47:14 main:574] : INFO : Epoch 1663 | loss: 0.0311712 | val_loss: 0.0311822 | Time: 1114.75 ms
[2022-04-19 09:47:15 main:574] : INFO : Epoch 1664 | loss: 0.0311712 | val_loss: 0.0311829 | Time: 1114.27 ms
[2022-04-19 09:47:16 main:574] : INFO : Epoch 1665 | loss: 0.0311705 | val_loss: 0.0311837 | Time: 1111.51 ms
[2022-04-19 09:47:17 main:574] : INFO : Epoch 1666 | loss: 0.0311707 | val_loss: 0.0311849 | Time: 1115.6 ms
[2022-04-19 09:47:18 main:574] : INFO : Epoch 1667 | loss: 0.0311704 | val_loss: 0.0311831 | Time: 1114.32 ms
[2022-04-19 09:47:20 main:574] : INFO : Epoch 1668 | loss: 0.03117 | val_loss: 0.0311852 | Time: 1115.64 ms
[2022-04-19 09:47:21 main:574] : INFO : Epoch 1669 | loss: 0.0311726 | val_loss: 0.0311853 | Time: 1119.24 ms
[2022-04-19 09:47:22 main:574] : INFO : Epoch 1670 | loss: 0.0311726 | val_loss: 0.0311834 | Time: 1117.87 ms
[2022-04-19 09:47:23 main:574] : INFO : Epoch 1671 | loss: 0.0311716 | val_loss: 0.0311833 | Time: 1116.69 ms
[2022-04-19 09:47:24 main:574] : INFO : Epoch 1672 | loss: 0.0311704 | val_loss: 0.0311845 | Time: 1114.13 ms
[2022-04-19 09:47:26 main:574] : INFO : Epoch 1673 | loss: 0.0311697 | val_loss: 0.031182 | Time: 1116.33 ms
[2022-04-19 09:47:27 main:574] : INFO : Epoch 1674 | loss: 0.0311708 | val_loss: 0.0311859 | Time: 1116.25 ms
[2022-04-19 09:47:28 main:574] : INFO : Epoch 1675 | loss: 0.031173 | val_loss: 0.0311859 | Time: 1114.43 ms
[2022-04-19 09:47:29 main:574] : INFO : Epoch 1676 | loss: 0.0311716 | val_loss: 0.0311838 | Time: 1114.6 ms
[2022-04-19 09:47:30 main:574] : INFO : Epoch 1677 | loss: 0.0311702 | val_loss: 0.0311832 | Time: 1116.43 ms
[2022-04-19 09:47:32 main:574] : INFO : Epoch 1678 | loss: 0.03117 | val_loss: 0.031181 | Time: 1115.22 ms
[2022-04-19 09:47:33 main:574] : INFO : Epoch 1679 | loss: 0.0311703 | val_loss: 0.0311818 | Time: 1112.85 ms
[2022-04-19 09:47:34 main:574] : INFO : Epoch 1680 | loss: 0.0311717 | val_loss: 0.0311822 | Time: 1115.37 ms
[2022-04-19 09:47:35 main:574] : INFO : Epoch 1681 | loss: 0.031174 | val_loss: 0.0311838 | Time: 1114.93 ms
[2022-04-19 09:47:36 main:574] : INFO : Epoch 1682 | loss: 0.0311728 | val_loss: 0.0311817 | Time: 1114 ms
[2022-04-19 09:47:38 main:574] : INFO : Epoch 1683 | loss: 0.0311699 | val_loss: 0.0311828 | Time: 1117.76 ms
[2022-04-19 09:47:39 main:574] : INFO : Epoch 1684 | loss: 0.0311694 | val_loss: 0.0311816 | Time: 1117.72 ms
[2022-04-19 09:47:40 main:574] : INFO : Epoch 1685 | loss: 0.0311684 | val_loss: 0.0311827 | Time: 1118.29 ms
[2022-04-19 09:47:41 main:574] : INFO : Epoch 1686 | loss: 0.0311697 | val_loss: 0.0311814 | Time: 1112.92 ms
[2022-04-19 09:47:42 main:574] : INFO : Epoch 1687 | loss: 0.0311695 | val_loss: 0.0311844 | Time: 1114.1 ms
[2022-04-19 09:47:44 main:574] : INFO : Epoch 1688 | loss: 0.0311727 | val_loss: 0.0311836 | Time: 1113.97 ms
[2022-04-19 09:47:45 main:574] : INFO : Epoch 1689 | loss: 0.031178 | val_loss: 0.0311867 | Time: 1114.2 ms
[2022-04-19 09:47:46 main:574] : INFO : Epoch 1690 | loss: 0.0311754 | val_loss: 0.0311852 | Time: 1117.18 ms
[2022-04-19 09:47:47 main:574] : INFO : Epoch 1691 | loss: 0.0311721 | val_loss: 0.0311892 | Time: 1114.11 ms
[2022-04-19 09:47:49 main:574] : INFO : Epoch 1692 | loss: 0.031175 | val_loss: 0.0311861 | Time: 1115.23 ms
[2022-04-19 09:47:50 main:574] : INFO : Epoch 1693 | loss: 0.0311736 | val_loss: 0.0311847 | Time: 1114.69 ms
[2022-04-19 09:47:51 main:574] : INFO : Epoch 1694 | loss: 0.0311721 | val_loss: 0.0311874 | Time: 1113.81 ms
[2022-04-19 09:47:52 main:574] : INFO : Epoch 1695 | loss: 0.031172 | val_loss: 0.0311863 | Time: 1116.01 ms
[2022-04-19 09:47:53 main:574] : INFO : Epoch 1696 | loss: 0.0311705 | val_loss: 0.0311851 | Time: 1115.61 ms
[2022-04-19 09:47:55 main:574] : INFO : Epoch 1697 | loss: 0.03117 | val_loss: 0.0311883 | Time: 1111 ms
[2022-04-19 09:47:56 main:574] : INFO : Epoch 1698 | loss: 0.0311738 | val_loss: 0.0311864 | Time: 1115.44 ms
[2022-04-19 09:47:57 main:574] : INFO : Epoch 1699 | loss: 0.0311687 | val_loss: 0.0311852 | Time: 1114.08 ms
[2022-04-19 09:47:58 main:574] : INFO : Epoch 1700 | loss: 0.0311725 | val_loss: 0.0311863 | Time: 1117.23 ms
[2022-04-19 09:47:59 main:574] : INFO : Epoch 1701 | loss: 0.0311718 | val_loss: 0.0311866 | Time: 1114.1 ms
[2022-04-19 09:48:01 main:574] : INFO : Epoch 1702 | loss: 0.0311739 | val_loss: 0.0311878 | Time: 1116.45 ms
[2022-04-19 09:48:02 main:574] : INFO : Epoch 1703 | loss: 0.0311711 | val_loss: 0.0311835 | Time: 1110.28 ms
[2022-04-19 09:48:03 main:574] : INFO : Epoch 1704 | loss: 0.0311742 | val_loss: 0.0311869 | Time: 1113.27 ms
[2022-04-19 09:48:04 main:574] : INFO : Epoch 1705 | loss: 0.0311745 | val_loss: 0.031193 | Time: 1113.54 ms
[2022-04-19 09:48:05 main:574] : INFO : Epoch 1706 | loss: 0.0311771 | val_loss: 0.0311863 | Time: 1115.96 ms
[2022-04-19 09:48:07 main:574] : INFO : Epoch 1707 | loss: 0.0311743 | val_loss: 0.0311852 | Time: 1115.8 ms
[2022-04-19 09:48:08 main:574] : INFO : Epoch 1708 | loss: 0.0311718 | val_loss: 0.0311863 | Time: 1114.5 ms
[2022-04-19 09:48:09 main:574] : INFO : Epoch 1709 | loss: 0.0311709 | val_loss: 0.0311847 | Time: 1116.41 ms
[2022-04-19 09:48:10 main:574] : INFO : Epoch 1710 | loss: 0.0311726 | val_loss: 0.0311848 | Time: 1113.44 ms
[2022-04-19 09:48:11 main:574] : INFO : Epoch 1711 | loss: 0.031172 | val_loss: 0.0311828 | Time: 1113.22 ms
[2022-04-19 09:48:13 main:574] : INFO : Epoch 1712 | loss: 0.0311753 | val_loss: 0.0311876 | Time: 1122.21 ms
[2022-04-19 09:48:14 main:574] : INFO : Epoch 1713 | loss: 0.0311766 | val_loss: 0.0311839 | Time: 1115.76 ms
[2022-04-19 09:48:15 main:574] : INFO : Epoch 1714 | loss: 0.0311756 | val_loss: 0.0311881 | Time: 1113.14 ms
[2022-04-19 09:48:16 main:574] : INFO : Epoch 1715 | loss: 0.0311752 | val_loss: 0.031185 | Time: 1113.58 ms
[2022-04-19 09:48:18 main:574] : INFO : Epoch 1716 | loss: 0.031172 | val_loss: 0.0311825 | Time: 1114.44 ms
[2022-04-19 09:48:19 main:574] : INFO : Epoch 1717 | loss: 0.0311718 | val_loss: 0.0311836 | Time: 1121.5 ms
[2022-04-19 09:48:20 main:574] : INFO : Epoch 1718 | loss: 0.0311753 | val_loss: 0.0311878 | Time: 1118.2 ms
[2022-04-19 09:48:21 main:574] : INFO : Epoch 1719 | loss: 0.0311788 | val_loss: 0.0311899 | Time: 1113.24 ms
[2022-04-19 09:48:22 main:574] : INFO : Epoch 1720 | loss: 0.0311789 | val_loss: 0.0311863 | Time: 1116.23 ms
[2022-04-19 09:48:24 main:574] : INFO : Epoch 1721 | loss: 0.0311752 | val_loss: 0.0311827 | Time: 1115.4 ms
[2022-04-19 09:48:25 main:574] : INFO : Epoch 1722 | loss: 0.0311712 | val_loss: 0.031187 | Time: 1116.78 ms
[2022-04-19 09:48:26 main:574] : INFO : Epoch 1723 | loss: 0.031175 | val_loss: 0.0311817 | Time: 1113.49 ms
[2022-04-19 09:48:27 main:574] : INFO : Epoch 1724 | loss: 0.0311725 | val_loss: 0.0311906 | Time: 1116.08 ms
[2022-04-19 09:48:28 main:574] : INFO : Epoch 1725 | loss: 0.0311742 | val_loss: 0.0311843 | Time: 1116.95 ms
[2022-04-19 09:48:30 main:574] : INFO : Epoch 1726 | loss: 0.0311733 | val_loss: 0.0311847 | Time: 1115.45 ms
[2022-04-19 09:48:31 main:574] : INFO : Epoch 1727 | loss: 0.0311732 | val_loss: 0.0311904 | Time: 1115.81 ms
[2022-04-19 09:48:32 main:574] : INFO : Epoch 1728 | loss: 0.0311768 | val_loss: 0.0311861 | Time: 1115.77 ms
[2022-04-19 09:48:33 main:574] : INFO : Epoch 1729 | loss: 0.0311745 | val_loss: 0.0311857 | Time: 1117.71 ms
[2022-04-19 09:48:34 main:574] : INFO : Epoch 1730 | loss: 0.0311731 | val_loss: 0.0311833 | Time: 1115.01 ms
[2022-04-19 09:48:36 main:574] : INFO : Epoch 1731 | loss: 0.0311718 | val_loss: 0.0311853 | Time: 1114.5 ms
[2022-04-19 09:48:37 main:574] : INFO : Epoch 1732 | loss: 0.0311708 | val_loss: 0.0311833 | Time: 1115.24 ms
[2022-04-19 09:48:38 main:574] : INFO : Epoch 1733 | loss: 0.0311691 | val_loss: 0.0311823 | Time: 1114.51 ms
[2022-04-19 09:48:39 main:574] : INFO : Epoch 1734 | loss: 0.0311677 | val_loss: 0.031183 | Time: 1116.87 ms
[2022-04-19 09:48:40 main:574] : INFO : Epoch 1735 | loss: 0.0311688 | val_loss: 0.0311827 | Time: 1112.92 ms
[2022-04-19 09:48:42 main:574] : INFO : Epoch 1736 | loss: 0.0311684 | val_loss: 0.0311839 | Time: 1116.28 ms
[2022-04-19 09:48:43 main:574] : INFO : Epoch 1737 | loss: 0.0311685 | val_loss: 0.0311861 | Time: 1118.7 ms
[2022-04-19 09:48:44 main:574] : INFO : Epoch 1738 | loss: 0.0311689 | val_loss: 0.0311873 | Time: 1115.13 ms
[2022-04-19 09:48:45 main:574] : INFO : Epoch 1739 | loss: 0.0311699 | val_loss: 0.0311903 | Time: 1114.27 ms
[2022-04-19 09:48:46 main:574] : INFO : Epoch 1740 | loss: 0.0311704 | val_loss: 0.0311871 | Time: 1115.61 ms
[2022-04-19 09:48:48 main:574] : INFO : Epoch 1741 | loss: 0.0311809 | val_loss: 0.0311876 | Time: 1115.58 ms
[2022-04-19 09:48:49 main:574] : INFO : Epoch 1742 | loss: 0.0311802 | val_loss: 0.031188 | Time: 1115.4 ms
[2022-04-19 09:48:50 main:574] : INFO : Epoch 1743 | loss: 0.0311756 | val_loss: 0.0311824 | Time: 1112.75 ms
[2022-04-19 09:48:51 main:574] : INFO : Epoch 1744 | loss: 0.0311717 | val_loss: 0.0311828 | Time: 1113.76 ms
[2022-04-19 09:48:52 main:574] : INFO : Epoch 1745 | loss: 0.0311708 | val_loss: 0.0311819 | Time: 1113.76 ms
[2022-04-19 09:48:54 main:574] : INFO : Epoch 1746 | loss: 0.0311711 | val_loss: 0.0311817 | Time: 1117.34 ms
[2022-04-19 09:48:55 main:574] : INFO : Epoch 1747 | loss: 0.0311697 | val_loss: 0.0311839 | Time: 1113.39 ms
[2022-04-19 09:48:56 main:574] : INFO : Epoch 1748 | loss: 0.0311692 | val_loss: 0.0311848 | Time: 1109.21 ms
[2022-04-19 09:48:57 main:574] : INFO : Epoch 1749 | loss: 0.031177 | val_loss: 0.0311841 | Time: 1108.61 ms
[2022-04-19 09:48:59 main:574] : INFO : Epoch 1750 | loss: 0.0311824 | val_loss: 0.0311836 | Time: 1108.49 ms
[2022-04-19 09:49:00 main:574] : INFO : Epoch 1751 | loss: 0.0311812 | val_loss: 0.0311859 | Time: 1118.61 ms
[2022-04-19 09:49:01 main:574] : INFO : Epoch 1752 | loss: 0.0311848 | val_loss: 0.0311886 | Time: 1113.25 ms
[2022-04-19 09:49:02 main:574] : INFO : Epoch 1753 | loss: 0.0311851 | val_loss: 0.0311889 | Time: 1112.57 ms
[2022-04-19 09:49:03 main:574] : INFO : Epoch 1754 | loss: 0.031186 | val_loss: 0.0311907 | Time: 1112.43 ms
[2022-04-19 09:49:05 main:574] : INFO : Epoch 1755 | loss: 0.031184 | val_loss: 0.0311883 | Time: 1116.04 ms
[2022-04-19 09:49:06 main:574] : INFO : Epoch 1756 | loss: 0.0311822 | val_loss: 0.031185 | Time: 1111.48 ms
[2022-04-19 09:49:07 main:574] : INFO : Epoch 1757 | loss: 0.0311817 | val_loss: 0.0311856 | Time: 1115.73 ms
[2022-04-19 09:49:08 main:574] : INFO : Epoch 1758 | loss: 0.0311799 | val_loss: 0.0311826 | Time: 1115.66 ms
[2022-04-19 09:49:09 main:574] : INFO : Epoch 1759 | loss: 0.0311792 | val_loss: 0.0311836 | Time: 1116.17 ms
[2022-04-19 09:49:11 main:574] : INFO : Epoch 1760 | loss: 0.0311807 | val_loss: 0.0311828 | Time: 1114.07 ms
[2022-04-19 09:49:12 main:574] : INFO : Epoch 1761 | loss: 0.0311782 | val_loss: 0.0311859 | Time: 1112.19 ms
[2022-04-19 09:49:13 main:574] : INFO : Epoch 1762 | loss: 0.0311781 | val_loss: 0.0311824 | Time: 1113.56 ms
[2022-04-19 09:49:14 main:574] : INFO : Epoch 1763 | loss: 0.0311775 | val_loss: 0.0311814 | Time: 1118.74 ms
[2022-04-19 09:49:15 main:574] : INFO : Epoch 1764 | loss: 0.0311779 | val_loss: 0.0311861 | Time: 1113.3 ms
[2022-04-19 09:49:17 main:574] : INFO : Epoch 1765 | loss: 0.0311804 | val_loss: 0.0311884 | Time: 1117.97 ms
[2022-04-19 09:49:18 main:574] : INFO : Epoch 1766 | loss: 0.0311809 | val_loss: 0.0311836 | Time: 1113.47 ms
[2022-04-19 09:49:19 main:574] : INFO : Epoch 1767 | loss: 0.0311785 | val_loss: 0.0311841 | Time: 1109.04 ms
[2022-04-19 09:49:20 main:574] : INFO : Epoch 1768 | loss: 0.0311793 | val_loss: 0.0311848 | Time: 1105.5 ms
[2022-04-19 09:49:21 main:574] : INFO : Epoch 1769 | loss: 0.0311837 | val_loss: 0.0311928 | Time: 1109.72 ms
[2022-04-19 09:49:23 main:574] : INFO : Epoch 1770 | loss: 0.031184 | val_loss: 0.0311924 | Time: 1110.22 ms
[2022-04-19 09:49:24 main:574] : INFO : Epoch 1771 | loss: 0.0311823 | val_loss: 0.0311922 | Time: 1113.24 ms
[2022-04-19 09:49:25 main:574] : INFO : Epoch 1772 | loss: 0.0311815 | val_loss: 0.0311855 | Time: 1107.6 ms
[2022-04-19 09:49:26 main:574] : INFO : Epoch 1773 | loss: 0.0311798 | val_loss: 0.0311832 | Time: 1107.76 ms
[2022-04-19 09:49:27 main:574] : INFO : Epoch 1774 | loss: 0.0311791 | val_loss: 0.0311834 | Time: 1109.94 ms
[2022-04-19 09:49:29 main:574] : INFO : Epoch 1775 | loss: 0.031178 | val_loss: 0.0311825 | Time: 1108.07 ms
[2022-04-19 09:49:30 main:574] : INFO : Epoch 1776 | loss: 0.0311791 | val_loss: 0.0311839 | Time: 1109.81 ms
[2022-04-19 09:49:31 main:574] : INFO : Epoch 1777 | loss: 0.0311783 | val_loss: 0.031185 | Time: 1106.02 ms
[2022-04-19 09:49:32 main:574] : INFO : Epoch 1778 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 1106.35 ms
[2022-04-19 09:49:33 main:574] : INFO : Epoch 1779 | loss: 0.0311764 | val_loss: 0.0311878 | Time: 1106.01 ms
[2022-04-19 09:49:34 main:574] : INFO : Epoch 1780 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 1114.21 ms
[2022-04-19 09:49:36 main:574] : INFO : Epoch 1781 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 1109.07 ms
[2022-04-19 09:49:37 main:574] : INFO : Epoch 1782 | loss: 0.0311737 | val_loss: 0.0311852 | Time: 1109.06 ms
[2022-04-19 09:49:38 main:574] : INFO : Epoch 1783 | loss: 0.0311774 | val_loss: 0.0311847 | Time: 1109.68 ms
[2022-04-19 09:49:39 main:574] : INFO : Epoch 1784 | loss: 0.0311788 | val_loss: 0.0311863 | Time: 1115.61 ms
[2022-04-19 09:49:41 main:574] : INFO : Epoch 1785 | loss: 0.031175 | val_loss: 0.0311879 | Time: 1123.53 ms
[2022-04-19 09:49:42 main:574] : INFO : Epoch 1786 | loss: 0.0311795 | val_loss: 0.0311846 | Time: 1112.96 ms
[2022-04-19 09:49:43 main:574] : INFO : Epoch 1787 | loss: 0.0311778 | val_loss: 0.0311883 | Time: 1113.45 ms
[2022-04-19 09:49:44 main:574] : INFO : Epoch 1788 | loss: 0.0311779 | val_loss: 0.0311865 | Time: 1113.44 ms
[2022-04-19 09:49:45 main:574] : INFO : Epoch 1789 | loss: 0.0311805 | val_loss: 0.0311895 | Time: 1113.38 ms
[2022-04-19 09:49:46 main:574] : INFO : Epoch 1790 | loss: 0.0311838 | val_loss: 0.0311881 | Time: 1116.57 ms
[2022-04-19 09:49:48 main:574] : INFO : Epoch 1791 | loss: 0.0311834 | val_loss: 0.0311911 | Time: 1114.55 ms
[2022-04-19 09:49:49 main:574] : INFO : Epoch 1792 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 1114 ms
[2022-04-19 09:49:50 main:574] : INFO : Epoch 1793 | loss: 0.0311813 | val_loss: 0.0311857 | Time: 1116.75 ms
[2022-04-19 09:49:51 main:574] : INFO : Epoch 1794 | loss: 0.0311798 | val_loss: 0.0311853 | Time: 1113.98 ms
[2022-04-19 09:49:53 main:574] : INFO : Epoch 1795 | loss: 0.0311784 | val_loss: 0.031185 | Time: 1116.25 ms
[2022-04-19 09:49:54 main:574] : INFO : Epoch 1796 | loss: 0.0311787 | val_loss: 0.0311894 | Time: 1117.99 ms
[2022-04-19 09:49:55 main:574] : INFO : Epoch 1797 | loss: 0.0311797 | val_loss: 0.031185 | Time: 1111.72 ms
[2022-04-19 09:49:56 main:574] : INFO : Epoch 1798 | loss: 0.031176 | val_loss: 0.0311852 | Time: 1117.27 ms
[2022-04-19 09:49:57 main:574] : INFO : Epoch 1799 | loss: 0.0311761 | val_loss: 0.0311855 | Time: 1112.42 ms
[2022-04-19 09:49:59 main:574] : INFO : Epoch 1800 | loss: 0.0311761 | val_loss: 0.031186 | Time: 1116.93 ms
[2022-04-19 09:50:00 main:574] : INFO : Epoch 1801 | loss: 0.0311774 | val_loss: 0.0311835 | Time: 1117.54 ms
[2022-04-19 09:50:01 main:574] : INFO : Epoch 1802 | loss: 0.0311752 | val_loss: 0.0311844 | Time: 1114.65 ms
[2022-04-19 09:50:02 main:574] : INFO : Epoch 1803 | loss: 0.0311779 | val_loss: 0.0311886 | Time: 1115.46 ms
[2022-04-19 09:50:04 main:574] : INFO : Epoch 1804 | loss: 0.0311759 | val_loss: 0.0311906 | Time: 1115.68 ms
[2022-04-19 09:50:05 main:574] : INFO : Epoch 1805 | loss: 0.0311806 | val_loss: 0.0311872 | Time: 1115.41 ms
[2022-04-19 09:50:06 main:574] : INFO : Epoch 1806 | loss: 0.0311761 | val_loss: 0.0311878 | Time: 1113.85 ms
[2022-04-19 09:50:07 main:574] : INFO : Epoch 1807 | loss: 0.0311745 | val_loss: 0.031187 | Time: 1112.62 ms
[2022-04-19 09:50:08 main:574] : INFO : Epoch 1808 | loss: 0.0311754 | val_loss: 0.0311868 | Time: 1111.3 ms
[2022-04-19 09:50:09 main:574] : INFO : Epoch 1809 | loss: 0.0311726 | val_loss: 0.0311848 | Time: 1115.61 ms
[2022-04-19 09:50:11 main:574] : INFO : Epoch 1810 | loss: 0.0311734 | val_loss: 0.0311869 | Time: 1113.77 ms
[2022-04-19 09:50:12 main:574] : INFO : Epoch 1811 | loss: 0.0311729 | val_loss: 0.0311866 | Time: 1116.99 ms
[2022-04-19 09:50:13 main:574] : INFO : Epoch 1812 | loss: 0.0311733 | val_loss: 0.0311886 | Time: 1116.07 ms
[2022-04-19 09:50:14 main:574] : INFO : Epoch 1813 | loss: 0.0311742 | val_loss: 0.0311901 | Time: 1116.79 ms
[2022-04-19 09:50:15 main:574] : INFO : Epoch 1814 | loss: 0.0311729 | val_loss: 0.0311865 | Time: 1117.89 ms
[2022-04-19 09:50:17 main:574] : INFO : Epoch 1815 | loss: 0.0311728 | val_loss: 0.0311866 | Time: 1114.61 ms
[2022-04-19 09:50:18 main:574] : INFO : Epoch 1816 | loss: 0.0311713 | val_loss: 0.0311866 | Time: 1117.44 ms
[2022-04-19 09:50:19 main:574] : INFO : Epoch 1817 | loss: 0.0311719 | val_loss: 0.031187 | Time: 1114.37 ms
[2022-04-19 09:50:20 main:574] : INFO : Epoch 1818 | loss: 0.0311719 | val_loss: 0.0311854 | Time: 1111.21 ms
[2022-04-19 09:50:22 main:574] : INFO : Epoch 1819 | loss: 0.0311743 | val_loss: 0.0311856 | Time: 1112.85 ms
[2022-04-19 09:50:23 main:574] : INFO : Epoch 1820 | loss: 0.0311752 | val_loss: 0.0311866 | Time: 1115.95 ms
[2022-04-19 09:50:24 main:574] : INFO : Epoch 1821 | loss: 0.0311728 | val_loss: 0.0311865 | Time: 1114.96 ms
[2022-04-19 09:50:25 main:574] : INFO : Epoch 1822 | loss: 0.0311716 | val_loss: 0.0311853 | Time: 1113.35 ms
[2022-04-19 09:50:26 main:574] : INFO : Epoch 1823 | loss: 0.0311724 | val_loss: 0.0311862 | Time: 1114.17 ms
[2022-04-19 09:50:28 main:574] : INFO : Epoch 1824 | loss: 0.0311739 | val_loss: 0.0311891 | Time: 1115.67 ms
[2022-04-19 09:50:29 main:574] : INFO : Epoch 1825 | loss: 0.0311811 | val_loss: 0.0311877 | Time: 1111.59 ms
[2022-04-19 09:50:30 main:574] : INFO : Epoch 1826 | loss: 0.0311749 | val_loss: 0.0311869 | Time: 1114 ms
[2022-04-19 09:50:31 main:574] : INFO : Epoch 1827 | loss: 0.0311718 | val_loss: 0.0311886 | Time: 1116.81 ms
[2022-04-19 09:50:32 main:574] : INFO : Epoch 1828 | loss: 0.0311724 | val_loss: 0.031184 | Time: 1113.74 ms
[2022-04-19 09:50:34 main:574] : INFO : Epoch 1829 | loss: 0.0311706 | val_loss: 0.031183 | Time: 1114.63 ms
[2022-04-19 09:50:35 main:574] : INFO : Epoch 1830 | loss: 0.0311724 | val_loss: 0.0311835 | Time: 1113.81 ms
[2022-04-19 09:50:36 main:574] : INFO : Epoch 1831 | loss: 0.0311739 | val_loss: 0.0311841 | Time: 1118.3 ms
[2022-04-19 09:50:37 main:574] : INFO : Epoch 1832 | loss: 0.0311738 | val_loss: 0.0311833 | Time: 1115.26 ms
[2022-04-19 09:50:38 main:574] : INFO : Epoch 1833 | loss: 0.0311743 | val_loss: 0.031184 | Time: 1109.44 ms
[2022-04-19 09:50:40 main:574] : INFO : Epoch 1834 | loss: 0.0311745 | val_loss: 0.0311832 | Time: 1120.35 ms
[2022-04-19 09:50:41 main:574] : INFO : Epoch 1835 | loss: 0.0311728 | val_loss: 0.0311825 | Time: 1123.69 ms
[2022-04-19 09:50:42 main:574] : INFO : Epoch 1836 | loss: 0.0311722 | val_loss: 0.0311817 | Time: 1112.9 ms
[2022-04-19 09:50:43 main:574] : INFO : Epoch 1837 | loss: 0.0311726 | val_loss: 0.0311823 | Time: 1116.38 ms
[2022-04-19 09:50:44 main:574] : INFO : Epoch 1838 | loss: 0.0311721 | val_loss: 0.0311813 | Time: 1115.2 ms
[2022-04-19 09:50:45 main:574] : INFO : Epoch 1839 | loss: 0.0311709 | val_loss: 0.0311827 | Time: 1113.6 ms
[2022-04-19 09:50:47 main:574] : INFO : Epoch 1840 | loss: 0.031171 | val_loss: 0.0311844 | Time: 1116.12 ms
[2022-04-19 09:50:48 main:574] : INFO : Epoch 1841 | loss: 0.031173 | val_loss: 0.0311825 | Time: 1116.29 ms
[2022-04-19 09:50:49 main:574] : INFO : Epoch 1842 | loss: 0.0311724 | val_loss: 0.0311834 | Time: 1118.57 ms
[2022-04-19 09:50:50 main:574] : INFO : Epoch 1843 | loss: 0.031172 | val_loss: 0.0311824 | Time: 1115.98 ms
[2022-04-19 09:50:52 main:574] : INFO : Epoch 1844 | loss: 0.0311715 | val_loss: 0.0311841 | Time: 1116.35 ms
[2022-04-19 09:50:53 main:574] : INFO : Epoch 1845 | loss: 0.0311704 | val_loss: 0.0311829 | Time: 1114.25 ms
[2022-04-19 09:50:54 main:574] : INFO : Epoch 1846 | loss: 0.0311714 | val_loss: 0.0311833 | Time: 1114.92 ms
[2022-04-19 09:50:55 main:574] : INFO : Epoch 1847 | loss: 0.0311714 | val_loss: 0.0311834 | Time: 1117.52 ms
[2022-04-19 09:50:56 main:574] : INFO : Epoch 1848 | loss: 0.0311707 | val_loss: 0.0311833 | Time: 1116.08 ms
[2022-04-19 09:50:57 main:574] : INFO : Epoch 1849 | loss: 0.0311726 | val_loss: 0.0311874 | Time: 1112.77 ms
[2022-04-19 09:50:59 main:574] : INFO : Epoch 1850 | loss: 0.0311738 | val_loss: 0.0311839 | Time: 1113.28 ms
[2022-04-19 09:51:00 main:574] : INFO : Epoch 1851 | loss: 0.0311717 | val_loss: 0.0311812 | Time: 1122.44 ms
[2022-04-19 09:51:01 main:574] : INFO : Epoch 1852 | loss: 0.0311713 | val_loss: 0.0311799 | Time: 1121 ms
[2022-04-19 09:51:02 main:574] : INFO : Epoch 1853 | loss: 0.0311748 | val_loss: 0.0311817 | Time: 1117.15 ms
[2022-04-19 09:51:04 main:574] : INFO : Epoch 1854 | loss: 0.031174 | val_loss: 0.0311875 | Time: 1120.27 ms
[2022-04-19 09:51:05 main:574] : INFO : Epoch 1855 | loss: 0.0311744 | val_loss: 0.0311931 | Time: 1116.78 ms
[2022-04-19 09:51:06 main:574] : INFO : Epoch 1856 | loss: 0.0311724 | val_loss: 0.0311846 | Time: 1113.88 ms
[2022-04-19 09:51:07 main:574] : INFO : Epoch 1857 | loss: 0.0311702 | val_loss: 0.031183 | Time: 1117.93 ms
[2022-04-19 09:51:08 main:574] : INFO : Epoch 1858 | loss: 0.0311701 | val_loss: 0.0311819 | Time: 1111.54 ms
[2022-04-19 09:51:10 main:574] : INFO : Epoch 1859 | loss: 0.0311698 | val_loss: 0.0311836 | Time: 1117.76 ms
[2022-04-19 09:51:11 main:574] : INFO : Epoch 1860 | loss: 0.0311709 | val_loss: 0.0311829 | Time: 1115.15 ms
[2022-04-19 09:51:12 main:574] : INFO : Epoch 1861 | loss: 0.0311702 | val_loss: 0.0311824 | Time: 1115.04 ms
[2022-04-19 09:51:13 main:574] : INFO : Epoch 1862 | loss: 0.0311708 | val_loss: 0.0311836 | Time: 1113.76 ms
[2022-04-19 09:51:14 main:574] : INFO : Epoch 1863 | loss: 0.0311699 | val_loss: 0.0311854 | Time: 1117.21 ms
[2022-04-19 09:51:15 main:574] : INFO : Epoch 1864 | loss: 0.0311705 | val_loss: 0.0311871 | Time: 1112.87 ms
[2022-04-19 09:51:17 main:574] : INFO : Epoch 1865 | loss: 0.0311718 | val_loss: 0.0311841 | Time: 1115.64 ms
[2022-04-19 09:51:18 main:574] : INFO : Epoch 1866 | loss: 0.0311718 | val_loss: 0.0311827 | Time: 1121.03 ms
[2022-04-19 09:51:19 main:574] : INFO : Epoch 1867 | loss: 0.0311718 | val_loss: 0.031184 | Time: 1114.51 ms
[2022-04-19 09:51:20 main:574] : INFO : Epoch 1868 | loss: 0.0311706 | val_loss: 0.0311847 | Time: 1115.12 ms
[2022-04-19 09:51:22 main:574] : INFO : Epoch 1869 | loss: 0.0311691 | val_loss: 0.0311842 | Time: 1113.63 ms
[2022-04-19 09:51:23 main:574] : INFO : Epoch 1870 | loss: 0.0311694 | val_loss: 0.0311868 | Time: 1113.81 ms
[2022-04-19 09:51:24 main:574] : INFO : Epoch 1871 | loss: 0.0311707 | val_loss: 0.0311835 | Time: 1114.82 ms
[2022-04-19 09:51:25 main:574] : INFO : Epoch 1872 | loss: 0.031171 | val_loss: 0.0311868 | Time: 1114.61 ms
[2022-04-19 09:51:26 main:574] : INFO : Epoch 1873 | loss: 0.0311737 | val_loss: 0.0311894 | Time: 1115.45 ms
[2022-04-19 09:51:27 main:574] : INFO : Epoch 1874 | loss: 0.031173 | val_loss: 0.0311849 | Time: 1114.3 ms
[2022-04-19 09:51:29 main:574] : INFO : Epoch 1875 | loss: 0.0311729 | val_loss: 0.0311852 | Time: 1113.45 ms
[2022-04-19 09:51:30 main:574] : INFO : Epoch 1876 | loss: 0.0311698 | val_loss: 0.0311845 | Time: 1114.99 ms
[2022-04-19 09:51:31 main:574] : INFO : Epoch 1877 | loss: 0.0311698 | val_loss: 0.0311923 | Time: 1113.17 ms
[2022-04-19 09:51:32 main:574] : INFO : Epoch 1878 | loss: 0.0311714 | val_loss: 0.0311882 | Time: 1117.41 ms
[2022-04-19 09:51:33 main:574] : INFO : Epoch 1879 | loss: 0.0311708 | val_loss: 0.0311858 | Time: 1114.48 ms
[2022-04-19 09:51:35 main:574] : INFO : Epoch 1880 | loss: 0.0311733 | val_loss: 0.0311869 | Time: 1109.78 ms
[2022-04-19 09:51:36 main:574] : INFO : Epoch 1881 | loss: 0.0311715 | val_loss: 0.0311864 | Time: 1115.28 ms
[2022-04-19 09:51:37 main:574] : INFO : Epoch 1882 | loss: 0.0311697 | val_loss: 0.0311845 | Time: 1112.74 ms
[2022-04-19 09:51:38 main:574] : INFO : Epoch 1883 | loss: 0.0311696 | val_loss: 0.0311852 | Time: 1115.75 ms
[2022-04-19 09:51:39 main:574] : INFO : Epoch 1884 | loss: 0.0311701 | val_loss: 0.0311862 | Time: 1121.3 ms
[2022-04-19 09:51:41 main:574] : INFO : Epoch 1885 | loss: 0.0311702 | val_loss: 0.0311849 | Time: 1116.56 ms
[2022-04-19 09:51:42 main:574] : INFO : Epoch 1886 | loss: 0.0311678 | val_loss: 0.0311857 | Time: 1117.33 ms
[2022-04-19 09:51:43 main:574] : INFO : Epoch 1887 | loss: 0.031169 | val_loss: 0.0311864 | Time: 1114.02 ms
[2022-04-19 09:51:44 main:574] : INFO : Epoch 1888 | loss: 0.0311693 | val_loss: 0.0311856 | Time: 1114.51 ms
[2022-04-19 09:51:45 main:574] : INFO : Epoch 1889 | loss: 0.0311689 | val_loss: 0.0311866 | Time: 1114.88 ms
[2022-04-19 09:51:47 main:574] : INFO : Epoch 1890 | loss: 0.0311737 | val_loss: 0.0312002 | Time: 1113.68 ms
[2022-04-19 09:51:48 main:574] : INFO : Epoch 1891 | loss: 0.0311721 | val_loss: 0.0311856 | Time: 1114.21 ms
[2022-04-19 09:51:49 main:574] : INFO : Epoch 1892 | loss: 0.0311689 | val_loss: 0.0311858 | Time: 1112.56 ms
[2022-04-19 09:51:50 main:574] : INFO : Epoch 1893 | loss: 0.0311701 | val_loss: 0.031189 | Time: 1114.23 ms
[2022-04-19 09:51:52 main:574] : INFO : Epoch 1894 | loss: 0.0311709 | val_loss: 0.0311852 | Time: 1114.79 ms
[2022-04-19 09:51:53 main:574] : INFO : Epoch 1895 | loss: 0.031176 | val_loss: 0.031196 | Time: 1114.73 ms
[2022-04-19 09:51:54 main:574] : INFO : Epoch 1896 | loss: 0.0311724 | val_loss: 0.0311849 | Time: 1115.27 ms
[2022-04-19 09:51:55 main:574] : INFO : Epoch 1897 | loss: 0.0311693 | val_loss: 0.0311837 | Time: 1117.36 ms
[2022-04-19 09:51:56 main:574] : INFO : Epoch 1898 | loss: 0.0311714 | val_loss: 0.031189 | Time: 1115.9 ms
[2022-04-19 09:51:57 main:574] : INFO : Epoch 1899 | loss: 0.0311699 | val_loss: 0.0311861 | Time: 1116.8 ms
[2022-04-19 09:51:59 main:574] : INFO : Epoch 1900 | loss: 0.0311691 | val_loss: 0.0311872 | Time: 1116.19 ms
[2022-04-19 09:52:00 main:574] : INFO : Epoch 1901 | loss: 0.0311684 | val_loss: 0.0311861 | Time: 1115.62 ms
[2022-04-19 09:52:01 main:574] : INFO : Epoch 1902 | loss: 0.031172 | val_loss: 0.0311849 | Time: 1112.15 ms
[2022-04-19 09:52:02 main:574] : INFO : Epoch 1903 | loss: 0.0311752 | val_loss: 0.0311853 | Time: 1115.13 ms
[2022-04-19 09:52:04 main:574] : INFO : Epoch 1904 | loss: 0.0311763 | val_loss: 0.0311866 | Time: 1113.78 ms
[2022-04-19 09:52:05 main:574] : INFO : Epoch 1905 | loss: 0.0311796 | val_loss: 0.0311947 | Time: 1115.31 ms
[2022-04-19 09:52:06 main:574] : INFO : Epoch 1906 | loss: 0.0311796 | val_loss: 0.0311962 | Time: 1112.83 ms
[2022-04-19 09:52:07 main:574] : INFO : Epoch 1907 | loss: 0.0311747 | val_loss: 0.0311894 | Time: 1114.23 ms
[2022-04-19 09:52:08 main:574] : INFO : Epoch 1908 | loss: 0.0311742 | val_loss: 0.0311891 | Time: 1113.73 ms
[2022-04-19 09:52:10 main:574] : INFO : Epoch 1909 | loss: 0.0311737 | val_loss: 0.0311868 | Time: 1120.14 ms
[2022-04-19 09:52:11 main:574] : INFO : Epoch 1910 | loss: 0.0311718 | val_loss: 0.0311858 | Time: 1116.2 ms
[2022-04-19 09:52:12 main:574] : INFO : Epoch 1911 | loss: 0.0311718 | val_loss: 0.0311845 | Time: 1116.77 ms
[2022-04-19 09:52:13 main:574] : INFO : Epoch 1912 | loss: 0.031172 | val_loss: 0.0311839 | Time: 1116.98 ms
[2022-04-19 09:52:14 main:574] : INFO : Epoch 1913 | loss: 0.0311726 | val_loss: 0.031194 | Time: 1117.83 ms
[2022-04-19 09:52:16 main:574] : INFO : Epoch 1914 | loss: 0.0311774 | val_loss: 0.0311903 | Time: 1116.23 ms
[2022-04-19 09:52:17 main:574] : INFO : Epoch 1915 | loss: 0.0311778 | val_loss: 0.0311921 | Time: 1112.51 ms
[2022-04-19 09:52:18 main:574] : INFO : Epoch 1916 | loss: 0.0311799 | val_loss: 0.031188 | Time: 1114.57 ms
[2022-04-19 09:52:19 main:574] : INFO : Epoch 1917 | loss: 0.0311809 | val_loss: 0.031188 | Time: 1114.91 ms
[2022-04-19 09:52:20 main:574] : INFO : Epoch 1918 | loss: 0.0311792 | val_loss: 0.0311891 | Time: 1116.39 ms
[2022-04-19 09:52:22 main:574] : INFO : Epoch 1919 | loss: 0.0311792 | val_loss: 0.0311881 | Time: 1116.38 ms
[2022-04-19 09:52:23 main:574] : INFO : Epoch 1920 | loss: 0.0311753 | val_loss: 0.031185 | Time: 1117.4 ms
[2022-04-19 09:52:24 main:574] : INFO : Epoch 1921 | loss: 0.0311749 | val_loss: 0.0311863 | Time: 1115.54 ms
[2022-04-19 09:52:25 main:574] : INFO : Epoch 1922 | loss: 0.0311749 | val_loss: 0.0311881 | Time: 1118.12 ms
[2022-04-19 09:52:26 main:574] : INFO : Epoch 1923 | loss: 0.0311754 | val_loss: 0.0311889 | Time: 1112.6 ms
[2022-04-19 09:52:28 main:574] : INFO : Epoch 1924 | loss: 0.0311749 | val_loss: 0.0311892 | Time: 1113.97 ms
[2022-04-19 09:52:29 main:574] : INFO : Epoch 1925 | loss: 0.0311737 | val_loss: 0.0311929 | Time: 1115.54 ms
[2022-04-19 09:52:30 main:574] : INFO : Epoch 1926 | loss: 0.0311762 | val_loss: 0.0311904 | Time: 1112.81 ms
[2022-04-19 09:52:31 main:574] : INFO : Epoch 1927 | loss: 0.0311719 | val_loss: 0.0311855 | Time: 1112.19 ms
[2022-04-19 09:52:32 main:574] : INFO : Epoch 1928 | loss: 0.031171 | val_loss: 0.0311883 | Time: 1114.41 ms
[2022-04-19 09:52:34 main:574] : INFO : Epoch 1929 | loss: 0.0311714 | val_loss: 0.0311857 | Time: 1116.98 ms
[2022-04-19 09:52:35 main:574] : INFO : Epoch 1930 | loss: 0.0311717 | val_loss: 0.031189 | Time: 1115.18 ms
[2022-04-19 09:52:36 main:574] : INFO : Epoch 1931 | loss: 0.0311745 | val_loss: 0.031189 | Time: 1120.03 ms
[2022-04-19 09:52:37 main:574] : INFO : Epoch 1932 | loss: 0.0311763 | val_loss: 0.0311872 | Time: 1113.59 ms
[2022-04-19 09:52:38 main:574] : INFO : Epoch 1933 | loss: 0.0311768 | val_loss: 0.0311866 | Time: 1115.88 ms
[2022-04-19 09:52:39 main:574] : INFO : Epoch 1934 | loss: 0.0311731 | val_loss: 0.0311834 | Time: 1115.98 ms
[2022-04-19 09:52:41 main:574] : INFO : Epoch 1935 | loss: 0.0311726 | val_loss: 0.0311832 | Time: 1113.29 ms
[2022-04-19 09:52:42 main:574] : INFO : Epoch 1936 | loss: 0.0311717 | val_loss: 0.0311852 | Time: 1115.31 ms
[2022-04-19 09:52:43 main:574] : INFO : Epoch 1937 | loss: 0.0311718 | val_loss: 0.0311859 | Time: 1113.81 ms
[2022-04-19 09:52:44 main:574] : INFO : Epoch 1938 | loss: 0.0311714 | val_loss: 0.0311867 | Time: 1115.7 ms
[2022-04-19 09:52:45 main:574] : INFO : Epoch 1939 | loss: 0.0311711 | val_loss: 0.0311892 | Time: 1115.12 ms
[2022-04-19 09:52:47 main:574] : INFO : Epoch 1940 | loss: 0.0311742 | val_loss: 0.0311867 | Time: 1115.69 ms
[2022-04-19 09:52:48 main:574] : INFO : Epoch 1941 | loss: 0.0311734 | val_loss: 0.0311855 | Time: 1117 ms
[2022-04-19 09:52:49 main:574] : INFO : Epoch 1942 | loss: 0.0311741 | val_loss: 0.0311886 | Time: 1116.37 ms
[2022-04-19 09:52:50 main:574] : INFO : Epoch 1943 | loss: 0.0311725 | val_loss: 0.0311912 | Time: 1114.1 ms
[2022-04-19 09:52:51 main:574] : INFO : Epoch 1944 | loss: 0.0311716 | val_loss: 0.031192 | Time: 1114.83 ms
[2022-04-19 09:52:53 main:574] : INFO : Epoch 1945 | loss: 0.0311714 | val_loss: 0.0311899 | Time: 1117.22 ms
[2022-04-19 09:52:54 main:574] : INFO : Epoch 1946 | loss: 0.0311704 | val_loss: 0.0311889 | Time: 1110.58 ms
[2022-04-19 09:52:55 main:574] : INFO : Epoch 1947 | loss: 0.0311698 | val_loss: 0.0311897 | Time: 1116.5 ms
[2022-04-19 09:52:56 main:574] : INFO : Epoch 1948 | loss: 0.0311706 | val_loss: 0.0311897 | Time: 1116.24 ms
[2022-04-19 09:52:57 main:574] : INFO : Epoch 1949 | loss: 0.0311707 | val_loss: 0.0311893 | Time: 1120.25 ms
[2022-04-19 09:52:59 main:574] : INFO : Epoch 1950 | loss: 0.0311707 | val_loss: 0.0311877 | Time: 1111.84 ms
[2022-04-19 09:53:00 main:574] : INFO : Epoch 1951 | loss: 0.0311741 | val_loss: 0.0311871 | Time: 1116.22 ms
[2022-04-19 09:53:01 main:574] : INFO : Epoch 1952 | loss: 0.0311716 | val_loss: 0.0311841 | Time: 1113.43 ms
[2022-04-19 09:53:02 main:574] : INFO : Epoch 1953 | loss: 0.0311703 | val_loss: 0.0311857 | Time: 1119.7 ms
[2022-04-19 09:53:03 main:574] : INFO : Epoch 1954 | loss: 0.0311716 | val_loss: 0.0311887 | Time: 1112.8 ms
[2022-04-19 09:53:05 main:574] : INFO : Epoch 1955 | loss: 0.0311725 | val_loss: 0.0311946 | Time: 1120.01 ms
[2022-04-19 09:53:06 main:574] : INFO : Epoch 1956 | loss: 0.0311785 | val_loss: 0.0311908 | Time: 1112.71 ms
[2022-04-19 09:53:07 main:574] : INFO : Epoch 1957 | loss: 0.0311779 | val_loss: 0.0311854 | Time: 1112.58 ms
[2022-04-19 09:53:08 main:574] : INFO : Epoch 1958 | loss: 0.0311764 | val_loss: 0.0311851 | Time: 1114.94 ms
[2022-04-19 09:53:09 main:574] : INFO : Epoch 1959 | loss: 0.0311742 | val_loss: 0.0311876 | Time: 1118.99 ms
[2022-04-19 09:53:11 main:574] : INFO : Epoch 1960 | loss: 0.0311739 | val_loss: 0.0311899 | Time: 1115.74 ms
[2022-04-19 09:53:12 main:574] : INFO : Epoch 1961 | loss: 0.0311748 | val_loss: 0.0311859 | Time: 1119.7 ms
[2022-04-19 09:53:13 main:574] : INFO : Epoch 1962 | loss: 0.0311733 | val_loss: 0.0311875 | Time: 1111.65 ms
[2022-04-19 09:53:14 main:574] : INFO : Epoch 1963 | loss: 0.0311727 | val_loss: 0.0311855 | Time: 1115.3 ms
[2022-04-19 09:53:15 main:574] : INFO : Epoch 1964 | loss: 0.0311721 | val_loss: 0.0311865 | Time: 1112.85 ms
[2022-04-19 09:53:17 main:574] : INFO : Epoch 1965 | loss: 0.0311712 | val_loss: 0.031188 | Time: 1118.92 ms
[2022-04-19 09:53:18 main:574] : INFO : Epoch 1966 | loss: 0.0311704 | val_loss: 0.0311846 | Time: 1118.67 ms
[2022-04-19 09:53:19 main:574] : INFO : Epoch 1967 | loss: 0.0311721 | val_loss: 0.0311837 | Time: 1118.38 ms
[2022-04-19 09:53:20 main:574] : INFO : Epoch 1968 | loss: 0.0311744 | val_loss: 0.0311868 | Time: 1114.44 ms
[2022-04-19 09:53:22 main:574] : INFO : Epoch 1969 | loss: 0.0311741 | val_loss: 0.0311873 | Time: 1116.47 ms
[2022-04-19 09:53:23 main:574] : INFO : Epoch 1970 | loss: 0.0311733 | val_loss: 0.0311901 | Time: 1117.63 ms
[2022-04-19 09:53:24 main:574] : INFO : Epoch 1971 | loss: 0.0311738 | val_loss: 0.0311857 | Time: 1113.07 ms
[2022-04-19 09:53:25 main:574] : INFO : Epoch 1972 | loss: 0.0311732 | val_loss: 0.0311922 | Time: 1114.25 ms
[2022-04-19 09:53:26 main:574] : INFO : Epoch 1973 | loss: 0.0311734 | val_loss: 0.0311888 | Time: 1116.37 ms
[2022-04-19 09:53:28 main:574] : INFO : Epoch 1974 | loss: 0.0311716 | val_loss: 0.0311878 | Time: 1116.68 ms
[2022-04-19 09:53:29 main:574] : INFO : Epoch 1975 | loss: 0.0311737 | val_loss: 0.0311835 | Time: 1111.52 ms
[2022-04-19 09:53:30 main:574] : INFO : Epoch 1976 | loss: 0.0311707 | val_loss: 0.0311851 | Time: 1116.44 ms
[2022-04-19 09:53:31 main:574] : INFO : Epoch 1977 | loss: 0.0311732 | val_loss: 0.0311852 | Time: 1114.6 ms
[2022-04-19 09:53:32 main:574] : INFO : Epoch 1978 | loss: 0.031174 | val_loss: 0.0311886 | Time: 1115.05 ms
[2022-04-19 09:53:34 main:574] : INFO : Epoch 1979 | loss: 0.0311731 | val_loss: 0.0311861 | Time: 1112.59 ms
[2022-04-19 09:53:35 main:574] : INFO : Epoch 1980 | loss: 0.0311713 | val_loss: 0.0311875 | Time: 1114.83 ms
[2022-04-19 09:53:36 main:574] : INFO : Epoch 1981 | loss: 0.0311713 | val_loss: 0.0311881 | Time: 1115.77 ms
[2022-04-19 09:53:37 main:574] : INFO : Epoch 1982 | loss: 0.0311717 | val_loss: 0.0311869 | Time: 1118.01 ms
[2022-04-19 09:53:38 main:574] : INFO : Epoch 1983 | loss: 0.0311711 | val_loss: 0.0311903 | Time: 1118.11 ms
[2022-04-19 09:53:40 main:574] : INFO : Epoch 1984 | loss: 0.0311717 | val_loss: 0.0311867 | Time: 1119.27 ms
[2022-04-19 09:53:41 main:574] : INFO : Epoch 1985 | loss: 0.0311704 | val_loss: 0.0311897 | Time: 1114.34 ms
[2022-04-19 09:53:42 main:574] : INFO : Epoch 1986 | loss: 0.031171 | val_loss: 0.0311889 | Time: 1118.45 ms
[2022-04-19 09:53:43 main:574] : INFO : Epoch 1987 | loss: 0.0311706 | val_loss: 0.0311897 | Time: 1113.12 ms
[2022-04-19 09:53:44 main:574] : INFO : Epoch 1988 | loss: 0.0311684 | val_loss: 0.0311873 | Time: 1114.01 ms
[2022-04-19 09:53:46 main:574] : INFO : Epoch 1989 | loss: 0.0311696 | val_loss: 0.0311878 | Time: 1114.03 ms
[2022-04-19 09:53:47 main:574] : INFO : Epoch 1990 | loss: 0.031172 | val_loss: 0.031189 | Time: 1114.11 ms
[2022-04-19 09:53:48 main:574] : INFO : Epoch 1991 | loss: 0.031174 | val_loss: 0.0311883 | Time: 1115.23 ms
[2022-04-19 09:53:49 main:574] : INFO : Epoch 1992 | loss: 0.0311712 | val_loss: 0.0311847 | Time: 1112.5 ms
[2022-04-19 09:53:50 main:574] : INFO : Epoch 1993 | loss: 0.0311726 | val_loss: 0.0311839 | Time: 1117.92 ms
[2022-04-19 09:53:52 main:574] : INFO : Epoch 1994 | loss: 0.0311699 | val_loss: 0.0311862 | Time: 1112.46 ms
[2022-04-19 09:53:53 main:574] : INFO : Epoch 1995 | loss: 0.0311703 | val_loss: 0.0311872 | Time: 1118.72 ms
[2022-04-19 09:53:54 main:574] : INFO : Epoch 1996 | loss: 0.03117 | val_loss: 0.0311856 | Time: 1115.87 ms
[2022-04-19 09:53:55 main:574] : INFO : Epoch 1997 | loss: 0.0311704 | val_loss: 0.031184 | Time: 1112.73 ms
[2022-04-19 09:53:57 main:574] : INFO : Epoch 1998 | loss: 0.0311708 | val_loss: 0.0311838 | Time: 1117.63 ms
[2022-04-19 09:53:58 main:574] : INFO : Epoch 1999 | loss: 0.0311715 | val_loss: 0.0311856 | Time: 1115.38 ms
[2022-04-19 09:53:59 main:574] : INFO : Epoch 2000 | loss: 0.0311714 | val_loss: 0.0311863 | Time: 1118.03 ms
[2022-04-19 09:54:00 main:574] : INFO : Epoch 2001 | loss: 0.0311696 | val_loss: 0.0311849 | Time: 1113.41 ms
[2022-04-19 09:54:01 main:574] : INFO : Epoch 2002 | loss: 0.03117 | val_loss: 0.0311923 | Time: 1115.04 ms
[2022-04-19 09:54:02 main:574] : INFO : Epoch 2003 | loss: 0.0311717 | val_loss: 0.0311863 | Time: 1117.9 ms
[2022-04-19 09:54:04 main:574] : INFO : Epoch 2004 | loss: 0.0311694 | val_loss: 0.0311871 | Time: 1115.9 ms
[2022-04-19 09:54:05 main:574] : INFO : Epoch 2005 | loss: 0.0311709 | val_loss: 0.0311839 | Time: 1113.21 ms
[2022-04-19 09:54:06 main:574] : INFO : Epoch 2006 | loss: 0.0311721 | val_loss: 0.0311853 | Time: 1112.6 ms
[2022-04-19 09:54:07 main:574] : INFO : Epoch 2007 | loss: 0.0311707 | val_loss: 0.0311882 | Time: 1113.83 ms
[2022-04-19 09:54:08 main:574] : INFO : Epoch 2008 | loss: 0.0311705 | val_loss: 0.0311854 | Time: 1114.03 ms
[2022-04-19 09:54:10 main:574] : INFO : Epoch 2009 | loss: 0.0311722 | val_loss: 0.0311924 | Time: 1119.73 ms
[2022-04-19 09:54:11 main:574] : INFO : Epoch 2010 | loss: 0.031174 | val_loss: 0.0311878 | Time: 1116.98 ms
[2022-04-19 09:54:12 main:574] : INFO : Epoch 2011 | loss: 0.0311692 | val_loss: 0.031184 | Time: 1118.14 ms
[2022-04-19 09:54:13 main:574] : INFO : Epoch 2012 | loss: 0.0311683 | val_loss: 0.0311841 | Time: 1116.08 ms
[2022-04-19 09:54:15 main:574] : INFO : Epoch 2013 | loss: 0.0311691 | val_loss: 0.0311833 | Time: 1116.44 ms
[2022-04-19 09:54:16 main:574] : INFO : Epoch 2014 | loss: 0.0311682 | val_loss: 0.0311887 | Time: 1115.96 ms
[2022-04-19 09:54:17 main:574] : INFO : Epoch 2015 | loss: 0.0311693 | val_loss: 0.0311861 | Time: 1114.98 ms
[2022-04-19 09:54:18 main:574] : INFO : Epoch 2016 | loss: 0.0311696 | val_loss: 0.0311843 | Time: 1117.68 ms
[2022-04-19 09:54:19 main:574] : INFO : Epoch 2017 | loss: 0.0311668 | val_loss: 0.0311845 | Time: 1116.88 ms
[2022-04-19 09:54:21 main:574] : INFO : Epoch 2018 | loss: 0.0311667 | val_loss: 0.0311876 | Time: 1113.25 ms
[2022-04-19 09:54:22 main:574] : INFO : Epoch 2019 | loss: 0.031169 | val_loss: 0.0311857 | Time: 1114.88 ms
[2022-04-19 09:54:23 main:574] : INFO : Epoch 2020 | loss: 0.0311691 | val_loss: 0.0311843 | Time: 1115.42 ms
[2022-04-19 09:54:24 main:574] : INFO : Epoch 2021 | loss: 0.031168 | val_loss: 0.0311833 | Time: 1114.52 ms
[2022-04-19 09:54:25 main:574] : INFO : Epoch 2022 | loss: 0.0311685 | val_loss: 0.0311873 | Time: 1113.72 ms
[2022-04-19 09:54:26 main:574] : INFO : Epoch 2023 | loss: 0.0311702 | val_loss: 0.0311846 | Time: 1110.94 ms
[2022-04-19 09:54:28 main:574] : INFO : Epoch 2024 | loss: 0.0311725 | val_loss: 0.0311912 | Time: 1111.11 ms
[2022-04-19 09:54:29 main:574] : INFO : Epoch 2025 | loss: 0.0311715 | val_loss: 0.0311884 | Time: 1115.08 ms
[2022-04-19 09:54:30 main:574] : INFO : Epoch 2026 | loss: 0.0311696 | val_loss: 0.0311906 | Time: 1112.94 ms
[2022-04-19 09:54:31 main:574] : INFO : Epoch 2027 | loss: 0.0311684 | val_loss: 0.0311864 | Time: 1114.05 ms
[2022-04-19 09:54:33 main:574] : INFO : Epoch 2028 | loss: 0.0311668 | val_loss: 0.0311857 | Time: 1118.51 ms
[2022-04-19 09:54:34 main:574] : INFO : Epoch 2029 | loss: 0.0311672 | val_loss: 0.0311883 | Time: 1114.34 ms
[2022-04-19 09:54:35 main:574] : INFO : Epoch 2030 | loss: 0.031167 | val_loss: 0.0311856 | Time: 1115.05 ms
[2022-04-19 09:54:36 main:574] : INFO : Epoch 2031 | loss: 0.0311734 | val_loss: 0.0312081 | Time: 1114.84 ms
[2022-04-19 09:54:37 main:574] : INFO : Epoch 2032 | loss: 0.0311984 | val_loss: 0.0312009 | Time: 1113.5 ms
[2022-04-19 09:54:39 main:574] : INFO : Epoch 2033 | loss: 0.0312014 | val_loss: 0.0312073 | Time: 1112.85 ms
[2022-04-19 09:54:40 main:574] : INFO : Epoch 2034 | loss: 0.0312006 | val_loss: 0.0312033 | Time: 1114.99 ms
[2022-04-19 09:54:41 main:574] : INFO : Epoch 2035 | loss: 0.0311953 | val_loss: 0.0311993 | Time: 1116.69 ms
[2022-04-19 09:54:42 main:574] : INFO : Epoch 2036 | loss: 0.0311931 | val_loss: 0.0311951 | Time: 1113.55 ms
[2022-04-19 09:54:43 main:574] : INFO : Epoch 2037 | loss: 0.0311913 | val_loss: 0.0311928 | Time: 1114.03 ms
[2022-04-19 09:54:45 main:574] : INFO : Epoch 2038 | loss: 0.03119 | val_loss: 0.0311937 | Time: 1116.98 ms
[2022-04-19 09:54:46 main:574] : INFO : Epoch 2039 | loss: 0.0311893 | val_loss: 0.0311917 | Time: 1114.21 ms
[2022-04-19 09:54:47 main:574] : INFO : Epoch 2040 | loss: 0.0311913 | val_loss: 0.0311953 | Time: 1112.76 ms
[2022-04-19 09:54:48 main:574] : INFO : Epoch 2041 | loss: 0.0311921 | val_loss: 0.0311988 | Time: 1115.65 ms
[2022-04-19 09:54:49 main:574] : INFO : Epoch 2042 | loss: 0.0311907 | val_loss: 0.0311952 | Time: 1116.68 ms
[2022-04-19 09:54:51 main:574] : INFO : Epoch 2043 | loss: 0.0311891 | val_loss: 0.0311951 | Time: 1116.22 ms
[2022-04-19 09:54:52 main:574] : INFO : Epoch 2044 | loss: 0.0311882 | val_loss: 0.0311968 | Time: 1112.81 ms
[2022-04-19 09:54:53 main:574] : INFO : Epoch 2045 | loss: 0.0311883 | val_loss: 0.0311984 | Time: 1115.23 ms
[2022-04-19 09:54:54 main:574] : INFO : Epoch 2046 | loss: 0.0311869 | val_loss: 0.0311925 | Time: 1115.59 ms
[2022-04-19 09:54:56 main:574] : INFO : Epoch 2047 | loss: 0.0311863 | val_loss: 0.0311906 | Time: 1112.14 ms
[2022-04-19 09:54:57 main:574] : INFO : Epoch 2048 | loss: 0.0311851 | val_loss: 0.0311903 | Time: 1113.3 ms
[2022-04-19 09:54:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311903
[2022-04-19 09:54:57 main:603] : INFO : Saving end state to config to file
[2022-04-19 09:54:57 main:608] : INFO : Success, exiting..
09:54:57 (13508): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)