Task 5022676
| Name | ParityModified-1617069661-27911-3_0 |
| Workunit | 3009119 |
| Created | 15 Apr 2021, 17:40:02 UTC |
| Sent | 22 Apr 2021, 13:15:39 UTC |
| Report deadline | 29 Apr 2021, 13:15:39 UTC |
| Received | 22 Apr 2021, 16:01:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 33 min 18 sec |
| CPU time | 1 hours 32 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 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: 0.0311736 | val_loss: 0.0311849 | Time: 2705.19 ms
[2021-04-22 16:37:26 main:574] : INFO : Epoch 1543 | loss: 0.0311732 | val_loss: 0.0311871 | Time: 2707.82 ms
[2021-04-22 16:37:29 main:574] : INFO : Epoch 1544 | loss: 0.0311735 | val_loss: 0.0311854 | Time: 2707.71 ms
[2021-04-22 16:37:31 main:574] : INFO : Epoch 1545 | loss: 0.031174 | val_loss: 0.0311895 | Time: 2707.06 ms
[2021-04-22 16:37:34 main:574] : INFO : Epoch 1546 | loss: 0.031175 | val_loss: 0.0311846 | Time: 2706.5 ms
[2021-04-22 16:37:37 main:574] : INFO : Epoch 1547 | loss: 0.0311723 | val_loss: 0.0311864 | Time: 2704.29 ms
[2021-04-22 16:37:40 main:574] : INFO : Epoch 1548 | loss: 0.0311724 | val_loss: 0.0311874 | Time: 2704.17 ms
[2021-04-22 16:37:42 main:574] : INFO : Epoch 1549 | loss: 0.0311735 | val_loss: 0.0311854 | Time: 2707.76 ms
[2021-04-22 16:37:45 main:574] : INFO : Epoch 1550 | loss: 0.0311755 | val_loss: 0.0311915 | Time: 2710.24 ms
[2021-04-22 16:37:48 main:574] : INFO : Epoch 1551 | loss: 0.0311767 | val_loss: 0.0311892 | Time: 2705.22 ms
[2021-04-22 16:37:51 main:574] : INFO : Epoch 1552 | loss: 0.0311748 | val_loss: 0.0311872 | Time: 2706.66 ms
[2021-04-22 16:37:53 main:574] : INFO : Epoch 1553 | loss: 0.0311729 | val_loss: 0.031185 | Time: 2707.54 ms
[2021-04-22 16:37:56 main:574] : INFO : Epoch 1554 | loss: 0.0311737 | val_loss: 0.0311822 | Time: 2708.07 ms
[2021-04-22 16:37:59 main:574] : INFO : Epoch 1555 | loss: 0.031175 | val_loss: 0.0311838 | Time: 2718.43 ms
[2021-04-22 16:38:02 main:574] : INFO : Epoch 1556 | loss: 0.031177 | val_loss: 0.031184 | Time: 2705.52 ms
[2021-04-22 16:38:04 main:574] : INFO : Epoch 1557 | loss: 0.0311756 | val_loss: 0.0311878 | Time: 2709.29 ms
[2021-04-22 16:38:07 main:574] : INFO : Epoch 1558 | loss: 0.0311739 | val_loss: 0.0311885 | Time: 2705.6 ms
[2021-04-22 16:38:10 main:574] : INFO : Epoch 1559 | loss: 0.0311723 | val_loss: 0.0311839 | Time: 2707.32 ms
[2021-04-22 16:38:12 main:574] : INFO : Epoch 1560 | loss: 0.0311741 | val_loss: 0.0311863 | Time: 2706.26 ms
[2021-04-22 16:38:15 main:574] : INFO : Epoch 1561 | loss: 0.0311739 | val_loss: 0.0311855 | Time: 2707.99 ms
[2021-04-22 16:38:18 main:574] : INFO : Epoch 1562 | loss: 0.031178 | val_loss: 0.031187 | Time: 2703.17 ms
[2021-04-22 16:38:21 main:574] : INFO : Epoch 1563 | loss: 0.0311749 | val_loss: 0.0311837 | Time: 2707.83 ms
[2021-04-22 16:38:23 main:574] : INFO : Epoch 1564 | loss: 0.0311733 | val_loss: 0.0311828 | Time: 2709.95 ms
[2021-04-22 16:38:26 main:574] : INFO : Epoch 1565 | loss: 0.031173 | val_loss: 0.0311844 | Time: 2708.29 ms
[2021-04-22 16:38:29 main:574] : INFO : Epoch 1566 | loss: 0.0311719 | val_loss: 0.0311869 | Time: 2706.82 ms
[2021-04-22 16:38:31 main:574] : INFO : Epoch 1567 | loss: 0.0311725 | val_loss: 0.0311845 | Time: 2706.46 ms
[2021-04-22 16:38:34 main:574] : INFO : Epoch 1568 | loss: 0.0311721 | val_loss: 0.031183 | Time: 2708.26 ms
[2021-04-22 16:38:37 main:574] : INFO : Epoch 1569 | loss: 0.0311732 | val_loss: 0.0311872 | Time: 2704.84 ms
[2021-04-22 16:38:40 main:574] : INFO : Epoch 1570 | loss: 0.0311719 | val_loss: 0.0311851 | Time: 2708.97 ms
[2021-04-22 16:38:42 main:574] : INFO : Epoch 1571 | loss: 0.0311718 | val_loss: 0.0311852 | Time: 2708.67 ms
[2021-04-22 16:38:45 main:574] : INFO : Epoch 1572 | loss: 0.031172 | val_loss: 0.0311874 | Time: 2707.15 ms
[2021-04-22 16:38:48 main:574] : INFO : Epoch 1573 | loss: 0.0311712 | val_loss: 0.0311857 | Time: 2706.6 ms
[2021-04-22 16:38:51 main:574] : INFO : Epoch 1574 | loss: 0.0311718 | val_loss: 0.0311866 | Time: 2707.14 ms
[2021-04-22 16:38:53 main:574] : INFO : Epoch 1575 | loss: 0.0311722 | val_loss: 0.031188 | Time: 2709.7 ms
[2021-04-22 16:38:56 main:574] : INFO : Epoch 1576 | loss: 0.0311729 | val_loss: 0.0311835 | Time: 2705.35 ms
[2021-04-22 16:38:59 main:574] : INFO : Epoch 1577 | loss: 0.0311729 | val_loss: 0.0311899 | Time: 2707.2 ms
[2021-04-22 16:39:01 main:574] : INFO : Epoch 1578 | loss: 0.0311753 | val_loss: 0.0311939 | Time: 2709.97 ms
[2021-04-22 16:39:04 main:574] : INFO : Epoch 1579 | loss: 0.0311753 | val_loss: 0.0311838 | Time: 2707.71 ms
[2021-04-22 16:39:07 main:574] : INFO : Epoch 1580 | loss: 0.0311741 | val_loss: 0.0311889 | Time: 2706.79 ms
[2021-04-22 16:39:10 main:574] : INFO : Epoch 1581 | loss: 0.0311738 | val_loss: 0.0311859 | Time: 2708.73 ms
[2021-04-22 16:39:12 main:574] : INFO : Epoch 1582 | loss: 0.0311733 | val_loss: 0.0311855 | Time: 2707.05 ms
[2021-04-22 16:39:15 main:574] : INFO : Epoch 1583 | loss: 0.0311744 | val_loss: 0.0311877 | Time: 2705.51 ms
[2021-04-22 16:39:18 main:574] : INFO : Epoch 1584 | loss: 0.0311736 | val_loss: 0.031188 | Time: 2707.29 ms
[2021-04-22 16:39:21 main:574] : INFO : Epoch 1585 | loss: 0.0311725 | val_loss: 0.0311864 | Time: 2709.35 ms
[2021-04-22 16:39:23 main:574] : INFO : Epoch 1586 | loss: 0.0311725 | val_loss: 0.0311886 | Time: 2706.66 ms
[2021-04-22 16:39:26 main:574] : INFO : Epoch 1587 | loss: 0.0311731 | val_loss: 0.0311834 | Time: 2706.57 ms
[2021-04-22 16:39:29 main:574] : INFO : Epoch 1588 | loss: 0.0311723 | val_loss: 0.0311846 | Time: 2707.15 ms
[2021-04-22 16:39:31 main:574] : INFO : Epoch 1589 | loss: 0.0311728 | val_loss: 0.0311865 | Time: 2706.33 ms
[2021-04-22 16:39:34 main:574] : INFO : Epoch 1590 | loss: 0.0311735 | val_loss: 0.0311865 | Time: 2706.63 ms
[2021-04-22 16:39:37 main:574] : INFO : Epoch 1591 | loss: 0.0311722 | val_loss: 0.0311858 | Time: 2706.58 ms
[2021-04-22 16:39:40 main:574] : INFO : Epoch 1592 | loss: 0.0311713 | val_loss: 0.0311866 | Time: 2708.86 ms
[2021-04-22 16:39:42 main:574] : INFO : Epoch 1593 | loss: 0.0311726 | val_loss: 0.031186 | Time: 2706.75 ms
[2021-04-22 16:39:45 main:574] : INFO : Epoch 1594 | loss: 0.0311732 | val_loss: 0.031185 | Time: 2709.66 ms
[2021-04-22 16:39:48 main:574] : INFO : Epoch 1595 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 2702.17 ms
[2021-04-22 16:39:51 main:574] : INFO : Epoch 1596 | loss: 0.0311777 | val_loss: 0.0311894 | Time: 2700.8 ms
[2021-04-22 16:39:53 main:574] : INFO : Epoch 1597 | loss: 0.0311729 | val_loss: 0.0311862 | Time: 2706.71 ms
[2021-04-22 16:39:56 main:574] : INFO : Epoch 1598 | loss: 0.0311719 | val_loss: 0.0311858 | Time: 2709.57 ms
[2021-04-22 16:39:59 main:574] : INFO : Epoch 1599 | loss: 0.0311707 | val_loss: 0.0311843 | Time: 2706.14 ms
[2021-04-22 16:40:01 main:574] : INFO : Epoch 1600 | loss: 0.0311704 | val_loss: 0.0311868 | Time: 2705.55 ms
[2021-04-22 16:40:04 main:574] : INFO : Epoch 1601 | loss: 0.0311702 | val_loss: 0.0311864 | Time: 2707.99 ms
[2021-04-22 16:40:07 main:574] : INFO : Epoch 1602 | loss: 0.0311713 | val_loss: 0.0311872 | Time: 2707.06 ms
[2021-04-22 16:40:10 main:574] : INFO : Epoch 1603 | loss: 0.0311738 | val_loss: 0.0311877 | Time: 2706.35 ms
[2021-04-22 16:40:12 main:574] : INFO : Epoch 1604 | loss: 0.0311762 | val_loss: 0.0311858 | Time: 2706.44 ms
[2021-04-22 16:40:15 main:574] : INFO : Epoch 1605 | loss: 0.0311726 | val_loss: 0.031185 | Time: 2708.92 ms
[2021-04-22 16:40:18 main:574] : INFO : Epoch 1606 | loss: 0.0311726 | val_loss: 0.0311844 | Time: 2708.56 ms
[2021-04-22 16:40:21 main:574] : INFO : Epoch 1607 | loss: 0.0311732 | val_loss: 0.0311873 | Time: 2706.61 ms
[2021-04-22 16:40:23 main:574] : INFO : Epoch 1608 | loss: 0.0311738 | val_loss: 0.0311864 | Time: 2707.16 ms
[2021-04-22 16:40:26 main:574] : INFO : Epoch 1609 | loss: 0.031174 | val_loss: 0.0311858 | Time: 2707.4 ms
[2021-04-22 16:40:29 main:574] : INFO : Epoch 1610 | loss: 0.0311738 | val_loss: 0.0311831 | Time: 2708.8 ms
[2021-04-22 16:40:31 main:574] : INFO : Epoch 1611 | loss: 0.0311726 | val_loss: 0.0311862 | Time: 2706.18 ms
[2021-04-22 16:40:34 main:574] : INFO : Epoch 1612 | loss: 0.0311737 | val_loss: 0.0311854 | Time: 2708.16 ms
[2021-04-22 16:40:37 main:574] : INFO : Epoch 1613 | loss: 0.0311738 | val_loss: 0.0311851 | Time: 2708.27 ms
[2021-04-22 16:40:40 main:574] : INFO : Epoch 1614 | loss: 0.0311757 | val_loss: 0.0311827 | Time: 2708.12 ms
[2021-04-22 16:40:42 main:574] : INFO : Epoch 1615 | loss: 0.0311769 | val_loss: 0.0311827 | Time: 2705.57 ms
[2021-04-22 16:40:45 main:574] : INFO : Epoch 1616 | loss: 0.0311744 | val_loss: 0.0311842 | Time: 2706.73 ms
[2021-04-22 16:40:48 main:574] : INFO : Epoch 1617 | loss: 0.0311737 | val_loss: 0.0311842 | Time: 2705.36 ms
[2021-04-22 16:40:51 main:574] : INFO : Epoch 1618 | loss: 0.0311753 | val_loss: 0.0311852 | Time: 2707.92 ms
[2021-04-22 16:40:53 main:574] : INFO : Epoch 1619 | loss: 0.0311752 | val_loss: 0.0311846 | Time: 2707.86 ms
[2021-04-22 16:40:56 main:574] : INFO : Epoch 1620 | loss: 0.031174 | val_loss: 0.0311849 | Time: 2708.09 ms
[2021-04-22 16:40:59 main:574] : INFO : Epoch 1621 | loss: 0.0311725 | val_loss: 0.0311861 | Time: 2707.34 ms
[2021-04-22 16:41:01 main:574] : INFO : Epoch 1622 | loss: 0.0311717 | val_loss: 0.0311876 | Time: 2706.03 ms
[2021-04-22 16:41:04 main:574] : INFO : Epoch 1623 | loss: 0.0311733 | val_loss: 0.0311916 | Time: 2714.48 ms
[2021-04-22 16:41:07 main:574] : INFO : Epoch 1624 | loss: 0.0311742 | val_loss: 0.0311918 | Time: 2707.2 ms
[2021-04-22 16:41:10 main:574] : INFO : Epoch 1625 | loss: 0.0311741 | val_loss: 0.0311849 | Time: 2708.17 ms
[2021-04-22 16:41:12 main:574] : INFO : Epoch 1626 | loss: 0.0311727 | val_loss: 0.031186 | Time: 2708.6 ms
[2021-04-22 16:41:15 main:574] : INFO : Epoch 1627 | loss: 0.031173 | val_loss: 0.0311842 | Time: 2704.99 ms
[2021-04-22 16:41:18 main:574] : INFO : Epoch 1628 | loss: 0.0311723 | val_loss: 0.0311858 | Time: 2714.19 ms
[2021-04-22 16:41:21 main:574] : INFO : Epoch 1629 | loss: 0.031174 | val_loss: 0.0311894 | Time: 2700.01 ms
[2021-04-22 16:41:23 main:574] : INFO : Epoch 1630 | loss: 0.0311733 | val_loss: 0.0311903 | Time: 2698.72 ms
[2021-04-22 16:41:26 main:574] : INFO : Epoch 1631 | loss: 0.0311724 | val_loss: 0.0311897 | Time: 2701.69 ms
[2021-04-22 16:41:29 main:574] : INFO : Epoch 1632 | loss: 0.0311727 | val_loss: 0.0311874 | Time: 2703.88 ms
[2021-04-22 16:41:32 main:574] : INFO : Epoch 1633 | loss: 0.0311719 | val_loss: 0.0311848 | Time: 2708.43 ms
[2021-04-22 16:41:34 main:574] : INFO : Epoch 1634 | loss: 0.0311724 | val_loss: 0.0311863 | Time: 2698.41 ms
[2021-04-22 16:41:37 main:574] : INFO : Epoch 1635 | loss: 0.0311729 | val_loss: 0.0311917 | Time: 2700.39 ms
[2021-04-22 16:41:40 main:574] : INFO : Epoch 1636 | loss: 0.0311765 | val_loss: 0.0311863 | Time: 2702.64 ms
[2021-04-22 16:41:42 main:574] : INFO : Epoch 1637 | loss: 0.0311767 | val_loss: 0.0311831 | Time: 2699.92 ms
[2021-04-22 16:41:45 main:574] : INFO : Epoch 1638 | loss: 0.0311731 | val_loss: 0.0311865 | Time: 2701.36 ms
[2021-04-22 16:41:48 main:574] : INFO : Epoch 1639 | loss: 0.0311721 | val_loss: 0.0311862 | Time: 2703.3 ms
[2021-04-22 16:41:51 main:574] : INFO : Epoch 1640 | loss: 0.0311726 | val_loss: 0.031185 | Time: 2704.47 ms
[2021-04-22 16:41:53 main:574] : INFO : Epoch 1641 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 2700 ms
[2021-04-22 16:41:56 main:574] : INFO : Epoch 1642 | loss: 0.0311728 | val_loss: 0.0311845 | Time: 2698.66 ms
[2021-04-22 16:41:59 main:574] : INFO : Epoch 1643 | loss: 0.0311727 | val_loss: 0.0311866 | Time: 2699.92 ms
[2021-04-22 16:42:02 main:574] : INFO : Epoch 1644 | loss: 0.0311754 | val_loss: 0.0311871 | Time: 2702.53 ms
[2021-04-22 16:42:04 main:574] : INFO : Epoch 1645 | loss: 0.0311748 | val_loss: 0.0311909 | Time: 2701.21 ms
[2021-04-22 16:42:07 main:574] : INFO : Epoch 1646 | loss: 0.0311729 | val_loss: 0.0311859 | Time: 2704.13 ms
[2021-04-22 16:42:10 main:574] : INFO : Epoch 1647 | loss: 0.031172 | val_loss: 0.0311878 | Time: 2699.77 ms
[2021-04-22 16:42:12 main:574] : INFO : Epoch 1648 | loss: 0.0311738 | val_loss: 0.0311902 | Time: 2701.58 ms
[2021-04-22 16:42:15 main:574] : INFO : Epoch 1649 | loss: 0.0311768 | val_loss: 0.0311863 | Time: 2707.42 ms
[2021-04-22 16:42:18 main:574] : INFO : Epoch 1650 | loss: 0.0311753 | val_loss: 0.0311864 | Time: 2708.01 ms
[2021-04-22 16:42:21 main:574] : INFO : Epoch 1651 | loss: 0.0311757 | val_loss: 0.0311862 | Time: 2710.51 ms
[2021-04-22 16:42:23 main:574] : INFO : Epoch 1652 | loss: 0.0311732 | val_loss: 0.0311851 | Time: 2708.12 ms
[2021-04-22 16:42:26 main:574] : INFO : Epoch 1653 | loss: 0.0311732 | val_loss: 0.0311935 | Time: 2707.22 ms
[2021-04-22 16:42:29 main:574] : INFO : Epoch 1654 | loss: 0.0311733 | val_loss: 0.0311862 | Time: 2705.86 ms
[2021-04-22 16:42:32 main:574] : INFO : Epoch 1655 | loss: 0.0311716 | val_loss: 0.0311985 | Time: 2704.8 ms
[2021-04-22 16:42:34 main:574] : INFO : Epoch 1656 | loss: 0.0311726 | val_loss: 0.0311918 | Time: 2710.58 ms
[2021-04-22 16:42:37 main:574] : INFO : Epoch 1657 | loss: 0.0311708 | val_loss: 0.0311905 | Time: 2705.85 ms
[2021-04-22 16:42:40 main:574] : INFO : Epoch 1658 | loss: 0.0311703 | val_loss: 0.0312011 | Time: 2702.75 ms
[2021-04-22 16:42:42 main:574] : INFO : Epoch 1659 | loss: 0.0311711 | val_loss: 0.0311868 | Time: 2699.96 ms
[2021-04-22 16:42:45 main:574] : INFO : Epoch 1660 | loss: 0.0311706 | val_loss: 0.0311901 | Time: 2698.03 ms
[2021-04-22 16:42:48 main:574] : INFO : Epoch 1661 | loss: 0.0311705 | val_loss: 0.0311946 | Time: 2698.28 ms
[2021-04-22 16:42:51 main:574] : INFO : Epoch 1662 | loss: 0.0311703 | val_loss: 0.0311886 | Time: 2700.57 ms
[2021-04-22 16:42:53 main:574] : INFO : Epoch 1663 | loss: 0.0311728 | val_loss: 0.0312026 | Time: 2700.77 ms
[2021-04-22 16:42:56 main:574] : INFO : Epoch 1664 | loss: 0.0311715 | val_loss: 0.0311978 | Time: 2700.65 ms
[2021-04-22 16:42:59 main:574] : INFO : Epoch 1665 | loss: 0.0311705 | val_loss: 0.0312438 | Time: 2702.67 ms
[2021-04-22 16:43:01 main:574] : INFO : Epoch 1666 | loss: 0.0311705 | val_loss: 0.0312222 | Time: 2702.73 ms
[2021-04-22 16:43:04 main:574] : INFO : Epoch 1667 | loss: 0.0311708 | val_loss: 0.0312118 | Time: 2700.9 ms
[2021-04-22 16:43:07 main:574] : INFO : Epoch 1668 | loss: 0.0311711 | val_loss: 0.031186 | Time: 2700.2 ms
[2021-04-22 16:43:10 main:574] : INFO : Epoch 1669 | loss: 0.031171 | val_loss: 0.0311847 | Time: 2701.16 ms
[2021-04-22 16:43:12 main:574] : INFO : Epoch 1670 | loss: 0.0311709 | val_loss: 0.031183 | Time: 2701.47 ms
[2021-04-22 16:43:15 main:574] : INFO : Epoch 1671 | loss: 0.031173 | val_loss: 0.0311826 | Time: 2700.97 ms
[2021-04-22 16:43:18 main:574] : INFO : Epoch 1672 | loss: 0.0311738 | val_loss: 0.0311875 | Time: 2702.53 ms
[2021-04-22 16:43:20 main:574] : INFO : Epoch 1673 | loss: 0.0311712 | val_loss: 0.0311852 | Time: 2701.04 ms
[2021-04-22 16:43:23 main:574] : INFO : Epoch 1674 | loss: 0.0311721 | val_loss: 0.0311852 | Time: 2701.01 ms
[2021-04-22 16:43:26 main:574] : INFO : Epoch 1675 | loss: 0.031174 | val_loss: 0.0312241 | Time: 2699.52 ms
[2021-04-22 16:43:29 main:574] : INFO : Epoch 1676 | loss: 0.031175 | val_loss: 0.0311838 | Time: 2700.39 ms
[2021-04-22 16:43:31 main:574] : INFO : Epoch 1677 | loss: 0.0311702 | val_loss: 0.0311844 | Time: 2704.5 ms
[2021-04-22 16:43:34 main:574] : INFO : Epoch 1678 | loss: 0.0311707 | val_loss: 0.0311917 | Time: 2697.34 ms
[2021-04-22 16:43:37 main:574] : INFO : Epoch 1679 | loss: 0.0311714 | val_loss: 0.0311884 | Time: 2705.74 ms
[2021-04-22 16:43:40 main:574] : INFO : Epoch 1680 | loss: 0.0311702 | val_loss: 0.0311847 | Time: 2699.62 ms
[2021-04-22 16:43:42 main:574] : INFO : Epoch 1681 | loss: 0.031171 | val_loss: 0.0311853 | Time: 2698.23 ms
[2021-04-22 16:43:45 main:574] : INFO : Epoch 1682 | loss: 0.0311719 | val_loss: 0.0311863 | Time: 2702.24 ms
[2021-04-22 16:43:48 main:574] : INFO : Epoch 1683 | loss: 0.0311725 | val_loss: 0.0311858 | Time: 2702.27 ms
[2021-04-22 16:43:50 main:574] : INFO : Epoch 1684 | loss: 0.0311764 | val_loss: 0.0311877 | Time: 2701.54 ms
[2021-04-22 16:43:53 main:574] : INFO : Epoch 1685 | loss: 0.0311748 | val_loss: 0.0311856 | Time: 2697.66 ms
[2021-04-22 16:43:56 main:574] : INFO : Epoch 1686 | loss: 0.0311711 | val_loss: 0.0311868 | Time: 2701.96 ms
[2021-04-22 16:43:59 main:574] : INFO : Epoch 1687 | loss: 0.0311704 | val_loss: 0.0311861 | Time: 2698.22 ms
[2021-04-22 16:44:01 main:574] : INFO : Epoch 1688 | loss: 0.0311694 | val_loss: 0.0311857 | Time: 2699.03 ms
[2021-04-22 16:44:04 main:574] : INFO : Epoch 1689 | loss: 0.031171 | val_loss: 0.0311909 | Time: 2700.58 ms
[2021-04-22 16:44:07 main:574] : INFO : Epoch 1690 | loss: 0.0311707 | val_loss: 0.0311854 | Time: 2700.49 ms
[2021-04-22 16:44:09 main:574] : INFO : Epoch 1691 | loss: 0.03117 | val_loss: 0.0311867 | Time: 2699.95 ms
[2021-04-22 16:44:12 main:574] : INFO : Epoch 1692 | loss: 0.03117 | val_loss: 0.0311861 | Time: 2699.23 ms
[2021-04-22 16:44:15 main:574] : INFO : Epoch 1693 | loss: 0.0311696 | val_loss: 0.0311874 | Time: 2700.52 ms
[2021-04-22 16:44:18 main:574] : INFO : Epoch 1694 | loss: 0.0311702 | val_loss: 0.0311864 | Time: 2697.1 ms
[2021-04-22 16:44:20 main:574] : INFO : Epoch 1695 | loss: 0.031171 | val_loss: 0.0311838 | Time: 2699.49 ms
[2021-04-22 16:44:23 main:574] : INFO : Epoch 1696 | loss: 0.0311705 | val_loss: 0.0311841 | Time: 2699.59 ms
[2021-04-22 16:44:26 main:574] : INFO : Epoch 1697 | loss: 0.0311692 | val_loss: 0.0311872 | Time: 2701.17 ms
[2021-04-22 16:44:29 main:574] : INFO : Epoch 1698 | loss: 0.0311692 | val_loss: 0.0311922 | Time: 2701.53 ms
[2021-04-22 16:44:31 main:574] : INFO : Epoch 1699 | loss: 0.0311687 | val_loss: 0.0312131 | Time: 2700.37 ms
[2021-04-22 16:44:34 main:574] : INFO : Epoch 1700 | loss: 0.0311682 | val_loss: 0.0312086 | Time: 2700.81 ms
[2021-04-22 16:44:37 main:574] : INFO : Epoch 1701 | loss: 0.0311699 | val_loss: 0.0312235 | Time: 2701.52 ms
[2021-04-22 16:44:39 main:574] : INFO : Epoch 1702 | loss: 0.0311688 | val_loss: 0.031189 | Time: 2698.26 ms
[2021-04-22 16:44:42 main:574] : INFO : Epoch 1703 | loss: 0.0311693 | val_loss: 0.0312036 | Time: 2697.4 ms
[2021-04-22 16:44:45 main:574] : INFO : Epoch 1704 | loss: 0.0311707 | val_loss: 0.0312187 | Time: 2701.32 ms
[2021-04-22 16:44:48 main:574] : INFO : Epoch 1705 | loss: 0.031171 | val_loss: 0.0311962 | Time: 2707.42 ms
[2021-04-22 16:44:50 main:574] : INFO : Epoch 1706 | loss: 0.0311688 | val_loss: 0.0312024 | Time: 2711.76 ms
[2021-04-22 16:44:53 main:574] : INFO : Epoch 1707 | loss: 0.0311694 | val_loss: 0.0312243 | Time: 2709.9 ms
[2021-04-22 16:44:56 main:574] : INFO : Epoch 1708 | loss: 0.0311694 | val_loss: 0.0312117 | Time: 2709.45 ms
[2021-04-22 16:44:58 main:574] : INFO : Epoch 1709 | loss: 0.0311696 | val_loss: 0.0312026 | Time: 2708.18 ms
[2021-04-22 16:45:01 main:574] : INFO : Epoch 1710 | loss: 0.0311707 | val_loss: 0.0311846 | Time: 2702.76 ms
[2021-04-22 16:45:04 main:574] : INFO : Epoch 1711 | loss: 0.0311718 | val_loss: 0.0312173 | Time: 2705.47 ms
[2021-04-22 16:45:07 main:574] : INFO : Epoch 1712 | loss: 0.0311866 | val_loss: 0.031194 | Time: 2705.85 ms
[2021-04-22 16:45:09 main:574] : INFO : Epoch 1713 | loss: 0.0311874 | val_loss: 0.0311905 | Time: 2705.12 ms
[2021-04-22 16:45:12 main:574] : INFO : Epoch 1714 | loss: 0.0311888 | val_loss: 0.0311886 | Time: 2706.28 ms
[2021-04-22 16:45:15 main:574] : INFO : Epoch 1715 | loss: 0.0311869 | val_loss: 0.0311869 | Time: 2704.07 ms
[2021-04-22 16:45:18 main:574] : INFO : Epoch 1716 | loss: 0.0311828 | val_loss: 0.0311857 | Time: 2708.49 ms
[2021-04-22 16:45:20 main:574] : INFO : Epoch 1717 | loss: 0.0311806 | val_loss: 0.0311847 | Time: 2706.43 ms
[2021-04-22 16:45:23 main:574] : INFO : Epoch 1718 | loss: 0.031179 | val_loss: 0.0311846 | Time: 2703.53 ms
[2021-04-22 16:45:26 main:574] : INFO : Epoch 1719 | loss: 0.0311809 | val_loss: 0.0311854 | Time: 2707.54 ms
[2021-04-22 16:45:28 main:574] : INFO : Epoch 1720 | loss: 0.0311794 | val_loss: 0.0311835 | Time: 2705.63 ms
[2021-04-22 16:45:31 main:574] : INFO : Epoch 1721 | loss: 0.0311816 | val_loss: 0.031184 | Time: 2707.05 ms
[2021-04-22 16:45:34 main:574] : INFO : Epoch 1722 | loss: 0.03118 | val_loss: 0.0311837 | Time: 2705.32 ms
[2021-04-22 16:45:37 main:574] : INFO : Epoch 1723 | loss: 0.0311837 | val_loss: 0.0311885 | Time: 2707.37 ms
[2021-04-22 16:45:39 main:574] : INFO : Epoch 1724 | loss: 0.0311878 | val_loss: 0.0311869 | Time: 2709.36 ms
[2021-04-22 16:45:42 main:574] : INFO : Epoch 1725 | loss: 0.0311871 | val_loss: 0.0311875 | Time: 2706.76 ms
[2021-04-22 16:45:45 main:574] : INFO : Epoch 1726 | loss: 0.0311861 | val_loss: 0.0311858 | Time: 2707.84 ms
[2021-04-22 16:45:48 main:574] : INFO : Epoch 1727 | loss: 0.0311847 | val_loss: 0.0311857 | Time: 2706.6 ms
[2021-04-22 16:45:50 main:574] : INFO : Epoch 1728 | loss: 0.0311839 | val_loss: 0.0311861 | Time: 2706.26 ms
[2021-04-22 16:45:53 main:574] : INFO : Epoch 1729 | loss: 0.0311844 | val_loss: 0.031187 | Time: 2704.49 ms
[2021-04-22 16:45:56 main:574] : INFO : Epoch 1730 | loss: 0.0311836 | val_loss: 0.0311855 | Time: 2707.12 ms
[2021-04-22 16:45:58 main:574] : INFO : Epoch 1731 | loss: 0.0311828 | val_loss: 0.0311853 | Time: 2709.4 ms
[2021-04-22 16:46:01 main:574] : INFO : Epoch 1732 | loss: 0.0311826 | val_loss: 0.0311856 | Time: 2708.97 ms
[2021-04-22 16:46:04 main:574] : INFO : Epoch 1733 | loss: 0.0311826 | val_loss: 0.0311884 | Time: 2709.84 ms
[2021-04-22 16:46:07 main:574] : INFO : Epoch 1734 | loss: 0.0311826 | val_loss: 0.0311848 | Time: 2706.86 ms
[2021-04-22 16:46:09 main:574] : INFO : Epoch 1735 | loss: 0.031182 | val_loss: 0.0311858 | Time: 2705.67 ms
[2021-04-22 16:46:12 main:574] : INFO : Epoch 1736 | loss: 0.0311807 | val_loss: 0.0311854 | Time: 2706.24 ms
[2021-04-22 16:46:15 main:574] : INFO : Epoch 1737 | loss: 0.031181 | val_loss: 0.0311849 | Time: 2704.87 ms
[2021-04-22 16:46:18 main:574] : INFO : Epoch 1738 | loss: 0.0311819 | val_loss: 0.031186 | Time: 2710.68 ms
[2021-04-22 16:46:20 main:574] : INFO : Epoch 1739 | loss: 0.0311813 | val_loss: 0.0311851 | Time: 2706.84 ms
[2021-04-22 16:46:23 main:574] : INFO : Epoch 1740 | loss: 0.0311809 | val_loss: 0.0311847 | Time: 2708.2 ms
[2021-04-22 16:46:26 main:574] : INFO : Epoch 1741 | loss: 0.0311822 | val_loss: 0.0311866 | Time: 2704.11 ms
[2021-04-22 16:46:28 main:574] : INFO : Epoch 1742 | loss: 0.0311809 | val_loss: 0.0311856 | Time: 2705.76 ms
[2021-04-22 16:46:31 main:574] : INFO : Epoch 1743 | loss: 0.0311818 | val_loss: 0.0311855 | Time: 2706.67 ms
[2021-04-22 16:46:34 main:574] : INFO : Epoch 1744 | loss: 0.0311825 | val_loss: 0.0311857 | Time: 2705.8 ms
[2021-04-22 16:46:37 main:574] : INFO : Epoch 1745 | loss: 0.0311804 | val_loss: 0.0311864 | Time: 2712.79 ms
[2021-04-22 16:46:39 main:574] : INFO : Epoch 1746 | loss: 0.0311793 | val_loss: 0.0311909 | Time: 2707.88 ms
[2021-04-22 16:46:42 main:574] : INFO : Epoch 1747 | loss: 0.0311805 | val_loss: 0.0311878 | Time: 2708.8 ms
[2021-04-22 16:46:45 main:574] : INFO : Epoch 1748 | loss: 0.03118 | val_loss: 0.0311844 | Time: 2706.43 ms
[2021-04-22 16:46:48 main:574] : INFO : Epoch 1749 | loss: 0.0311785 | val_loss: 0.031187 | Time: 2706.71 ms
[2021-04-22 16:46:50 main:574] : INFO : Epoch 1750 | loss: 0.0311784 | val_loss: 0.031185 | Time: 2705.58 ms
[2021-04-22 16:46:53 main:574] : INFO : Epoch 1751 | loss: 0.0311792 | val_loss: 0.0311854 | Time: 2710.22 ms
[2021-04-22 16:46:56 main:574] : INFO : Epoch 1752 | loss: 0.0311781 | val_loss: 0.0311846 | Time: 2704.95 ms
[2021-04-22 16:46:58 main:574] : INFO : Epoch 1753 | loss: 0.0311788 | val_loss: 0.0311854 | Time: 2704.61 ms
[2021-04-22 16:47:01 main:574] : INFO : Epoch 1754 | loss: 0.0311789 | val_loss: 0.0311859 | Time: 2706.25 ms
[2021-04-22 16:47:04 main:574] : INFO : Epoch 1755 | loss: 0.0311782 | val_loss: 0.0311841 | Time: 2705.5 ms
[2021-04-22 16:47:07 main:574] : INFO : Epoch 1756 | loss: 0.0311807 | val_loss: 0.0311941 | Time: 2707.15 ms
[2021-04-22 16:47:09 main:574] : INFO : Epoch 1757 | loss: 0.0311807 | val_loss: 0.0311893 | Time: 2706.99 ms
[2021-04-22 16:47:12 main:574] : INFO : Epoch 1758 | loss: 0.0311789 | val_loss: 0.0311837 | Time: 2710.42 ms
[2021-04-22 16:47:15 main:574] : INFO : Epoch 1759 | loss: 0.031178 | val_loss: 0.0311853 | Time: 2706.62 ms
[2021-04-22 16:47:18 main:574] : INFO : Epoch 1760 | loss: 0.0311882 | val_loss: 0.0311885 | Time: 2706.88 ms
[2021-04-22 16:47:20 main:574] : INFO : Epoch 1761 | loss: 0.0311818 | val_loss: 0.0311866 | Time: 2705.9 ms
[2021-04-22 16:47:23 main:574] : INFO : Epoch 1762 | loss: 0.0311783 | val_loss: 0.0311864 | Time: 2709.49 ms
[2021-04-22 16:47:26 main:574] : INFO : Epoch 1763 | loss: 0.0311777 | val_loss: 0.0311845 | Time: 2706.23 ms
[2021-04-22 16:47:28 main:574] : INFO : Epoch 1764 | loss: 0.0311762 | val_loss: 0.0311837 | Time: 2705.53 ms
[2021-04-22 16:47:31 main:574] : INFO : Epoch 1765 | loss: 0.0311776 | val_loss: 0.0311839 | Time: 2711.04 ms
[2021-04-22 16:47:34 main:574] : INFO : Epoch 1766 | loss: 0.0311779 | val_loss: 0.0311851 | Time: 2706.7 ms
[2021-04-22 16:47:37 main:574] : INFO : Epoch 1767 | loss: 0.0311767 | val_loss: 0.0311842 | Time: 2708.72 ms
[2021-04-22 16:47:39 main:574] : INFO : Epoch 1768 | loss: 0.0311769 | val_loss: 0.0311843 | Time: 2705.57 ms
[2021-04-22 16:47:42 main:574] : INFO : Epoch 1769 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 2705.12 ms
[2021-04-22 16:47:45 main:574] : INFO : Epoch 1770 | loss: 0.0311757 | val_loss: 0.0311842 | Time: 2704.25 ms
[2021-04-22 16:47:48 main:574] : INFO : Epoch 1771 | loss: 0.0311757 | val_loss: 0.0311844 | Time: 2707.68 ms
[2021-04-22 16:47:50 main:574] : INFO : Epoch 1772 | loss: 0.0311762 | val_loss: 0.0311837 | Time: 2703.86 ms
[2021-04-22 16:47:53 main:574] : INFO : Epoch 1773 | loss: 0.0311759 | val_loss: 0.0311846 | Time: 2703.76 ms
[2021-04-22 16:47:56 main:574] : INFO : Epoch 1774 | loss: 0.0311779 | val_loss: 0.0311918 | Time: 2703.41 ms
[2021-04-22 16:47:58 main:574] : INFO : Epoch 1775 | loss: 0.0311779 | val_loss: 0.0311881 | Time: 2704.06 ms
[2021-04-22 16:48:01 main:574] : INFO : Epoch 1776 | loss: 0.0311782 | val_loss: 0.0311869 | Time: 2708.3 ms
[2021-04-22 16:48:04 main:574] : INFO : Epoch 1777 | loss: 0.0311785 | val_loss: 0.0311838 | Time: 2708.24 ms
[2021-04-22 16:48:07 main:574] : INFO : Epoch 1778 | loss: 0.0311781 | val_loss: 0.0311853 | Time: 2709.96 ms
[2021-04-22 16:48:09 main:574] : INFO : Epoch 1779 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 2706.45 ms
[2021-04-22 16:48:12 main:574] : INFO : Epoch 1780 | loss: 0.031176 | val_loss: 0.0311853 | Time: 2707.17 ms
[2021-04-22 16:48:15 main:574] : INFO : Epoch 1781 | loss: 0.0311763 | val_loss: 0.0311842 | Time: 2706.06 ms
[2021-04-22 16:48:18 main:574] : INFO : Epoch 1782 | loss: 0.0311756 | val_loss: 0.0311853 | Time: 2706.2 ms
[2021-04-22 16:48:20 main:574] : INFO : Epoch 1783 | loss: 0.0311768 | val_loss: 0.0311849 | Time: 2706.01 ms
[2021-04-22 16:48:23 main:574] : INFO : Epoch 1784 | loss: 0.0311757 | val_loss: 0.0311841 | Time: 2707.03 ms
[2021-04-22 16:48:26 main:574] : INFO : Epoch 1785 | loss: 0.0311757 | val_loss: 0.031185 | Time: 2709.32 ms
[2021-04-22 16:48:28 main:574] : INFO : Epoch 1786 | loss: 0.031175 | val_loss: 0.0311834 | Time: 2710.21 ms
[2021-04-22 16:48:31 main:574] : INFO : Epoch 1787 | loss: 0.0311754 | val_loss: 0.031186 | Time: 2722.41 ms
[2021-04-22 16:48:34 main:574] : INFO : Epoch 1788 | loss: 0.0311749 | val_loss: 0.0311848 | Time: 2706.15 ms
[2021-04-22 16:48:37 main:574] : INFO : Epoch 1789 | loss: 0.0311738 | val_loss: 0.031185 | Time: 2705.73 ms
[2021-04-22 16:48:39 main:574] : INFO : Epoch 1790 | loss: 0.031174 | val_loss: 0.0311859 | Time: 2706.96 ms
[2021-04-22 16:48:42 main:574] : INFO : Epoch 1791 | loss: 0.0311741 | val_loss: 0.031186 | Time: 2707.23 ms
[2021-04-22 16:48:45 main:574] : INFO : Epoch 1792 | loss: 0.0311757 | val_loss: 0.0311855 | Time: 2709.97 ms
[2021-04-22 16:48:48 main:574] : INFO : Epoch 1793 | loss: 0.0311753 | val_loss: 0.0311844 | Time: 2707.81 ms
[2021-04-22 16:48:50 main:574] : INFO : Epoch 1794 | loss: 0.0311759 | val_loss: 0.031185 | Time: 2705.63 ms
[2021-04-22 16:48:53 main:574] : INFO : Epoch 1795 | loss: 0.0311764 | val_loss: 0.0311845 | Time: 2705.82 ms
[2021-04-22 16:48:56 main:574] : INFO : Epoch 1796 | loss: 0.0311766 | val_loss: 0.0311859 | Time: 2705.83 ms
[2021-04-22 16:48:59 main:574] : INFO : Epoch 1797 | loss: 0.0311778 | val_loss: 0.0311852 | Time: 2707.38 ms
[2021-04-22 16:49:01 main:574] : INFO : Epoch 1798 | loss: 0.0311776 | val_loss: 0.0311869 | Time: 2707.55 ms
[2021-04-22 16:49:04 main:574] : INFO : Epoch 1799 | loss: 0.0311794 | val_loss: 0.0311881 | Time: 2709.34 ms
[2021-04-22 16:49:07 main:574] : INFO : Epoch 1800 | loss: 0.0311795 | val_loss: 0.0311852 | Time: 2706.99 ms
[2021-04-22 16:49:09 main:574] : INFO : Epoch 1801 | loss: 0.0311781 | val_loss: 0.0311841 | Time: 2707.18 ms
[2021-04-22 16:49:12 main:574] : INFO : Epoch 1802 | loss: 0.0311766 | val_loss: 0.0311882 | Time: 2704.87 ms
[2021-04-22 16:49:15 main:574] : INFO : Epoch 1803 | loss: 0.0311779 | val_loss: 0.0311854 | Time: 2704.72 ms
[2021-04-22 16:49:18 main:574] : INFO : Epoch 1804 | loss: 0.0311813 | val_loss: 0.0311863 | Time: 2707.92 ms
[2021-04-22 16:49:20 main:574] : INFO : Epoch 1805 | loss: 0.0311785 | val_loss: 0.0311854 | Time: 2706.03 ms
[2021-04-22 16:49:23 main:574] : INFO : Epoch 1806 | loss: 0.0311776 | val_loss: 0.0311862 | Time: 2710.36 ms
[2021-04-22 16:49:26 main:574] : INFO : Epoch 1807 | loss: 0.0311769 | val_loss: 0.0311882 | Time: 2706.83 ms
[2021-04-22 16:49:28 main:574] : INFO : Epoch 1808 | loss: 0.0311758 | val_loss: 0.0311867 | Time: 2708.79 ms
[2021-04-22 16:49:31 main:574] : INFO : Epoch 1809 | loss: 0.0311749 | val_loss: 0.0311869 | Time: 2718.4 ms
[2021-04-22 16:49:34 main:574] : INFO : Epoch 1810 | loss: 0.0311744 | val_loss: 0.0311871 | Time: 2704.43 ms
[2021-04-22 16:49:37 main:574] : INFO : Epoch 1811 | loss: 0.0311751 | val_loss: 0.0311867 | Time: 2706.59 ms
[2021-04-22 16:49:39 main:574] : INFO : Epoch 1812 | loss: 0.0311757 | val_loss: 0.0311935 | Time: 2708.44 ms
[2021-04-22 16:49:42 main:574] : INFO : Epoch 1813 | loss: 0.0311792 | val_loss: 0.0311859 | Time: 2711.4 ms
[2021-04-22 16:49:45 main:574] : INFO : Epoch 1814 | loss: 0.0311784 | val_loss: 0.0311887 | Time: 2707.26 ms
[2021-04-22 16:49:48 main:574] : INFO : Epoch 1815 | loss: 0.0311773 | val_loss: 0.0311859 | Time: 2704.97 ms
[2021-04-22 16:49:50 main:574] : INFO : Epoch 1816 | loss: 0.0311772 | val_loss: 0.0311884 | Time: 2705.76 ms
[2021-04-22 16:49:53 main:574] : INFO : Epoch 1817 | loss: 0.0311743 | val_loss: 0.0311862 | Time: 2708.1 ms
[2021-04-22 16:49:56 main:574] : INFO : Epoch 1818 | loss: 0.0311743 | val_loss: 0.0311844 | Time: 2707.43 ms
[2021-04-22 16:49:58 main:574] : INFO : Epoch 1819 | loss: 0.031174 | val_loss: 0.0311851 | Time: 2706.5 ms
[2021-04-22 16:50:01 main:574] : INFO : Epoch 1820 | loss: 0.0311754 | val_loss: 0.0311848 | Time: 2712.93 ms
[2021-04-22 16:50:04 main:574] : INFO : Epoch 1821 | loss: 0.0311752 | val_loss: 0.0311866 | Time: 2706.77 ms
[2021-04-22 16:50:07 main:574] : INFO : Epoch 1822 | loss: 0.0311773 | val_loss: 0.0311855 | Time: 2707.27 ms
[2021-04-22 16:50:09 main:574] : INFO : Epoch 1823 | loss: 0.031174 | val_loss: 0.031184 | Time: 2705.7 ms
[2021-04-22 16:50:12 main:574] : INFO : Epoch 1824 | loss: 0.0311753 | val_loss: 0.0311837 | Time: 2707.31 ms
[2021-04-22 16:50:15 main:574] : INFO : Epoch 1825 | loss: 0.0311762 | val_loss: 0.0311846 | Time: 2707.08 ms
[2021-04-22 16:50:18 main:574] : INFO : Epoch 1826 | loss: 0.0311761 | val_loss: 0.0311849 | Time: 2706.51 ms
[2021-04-22 16:50:20 main:574] : INFO : Epoch 1827 | loss: 0.0311759 | val_loss: 0.0311854 | Time: 2708.78 ms
[2021-04-22 16:50:23 main:574] : INFO : Epoch 1828 | loss: 0.0311756 | val_loss: 0.0311837 | Time: 2708.51 ms
[2021-04-22 16:50:26 main:574] : INFO : Epoch 1829 | loss: 0.0311785 | val_loss: 0.0311844 | Time: 2706.7 ms
[2021-04-22 16:50:29 main:574] : INFO : Epoch 1830 | loss: 0.0311809 | val_loss: 0.0311854 | Time: 2705.82 ms
[2021-04-22 16:50:31 main:574] : INFO : Epoch 1831 | loss: 0.0311815 | val_loss: 0.0311848 | Time: 2706.11 ms
[2021-04-22 16:50:34 main:574] : INFO : Epoch 1832 | loss: 0.0311787 | val_loss: 0.0311838 | Time: 2706.55 ms
[2021-04-22 16:50:37 main:574] : INFO : Epoch 1833 | loss: 0.0311783 | val_loss: 0.031186 | Time: 2706.69 ms
[2021-04-22 16:50:39 main:574] : INFO : Epoch 1834 | loss: 0.0311772 | val_loss: 0.0311843 | Time: 2709.89 ms
[2021-04-22 16:50:42 main:574] : INFO : Epoch 1835 | loss: 0.0311775 | val_loss: 0.0311858 | Time: 2706.99 ms
[2021-04-22 16:50:45 main:574] : INFO : Epoch 1836 | loss: 0.0311792 | val_loss: 0.0311852 | Time: 2706.66 ms
[2021-04-22 16:50:48 main:574] : INFO : Epoch 1837 | loss: 0.0311791 | val_loss: 0.0311866 | Time: 2705.25 ms
[2021-04-22 16:50:50 main:574] : INFO : Epoch 1838 | loss: 0.0311798 | val_loss: 0.0311833 | Time: 2705.34 ms
[2021-04-22 16:50:53 main:574] : INFO : Epoch 1839 | loss: 0.0311781 | val_loss: 0.031185 | Time: 2706.68 ms
[2021-04-22 16:50:56 main:574] : INFO : Epoch 1840 | loss: 0.0311794 | val_loss: 0.031186 | Time: 2707.88 ms
[2021-04-22 16:50:59 main:574] : INFO : Epoch 1841 | loss: 0.0311799 | val_loss: 0.0311859 | Time: 2709.93 ms
[2021-04-22 16:51:01 main:574] : INFO : Epoch 1842 | loss: 0.0311777 | val_loss: 0.0311851 | Time: 2709.07 ms
[2021-04-22 16:51:04 main:574] : INFO : Epoch 1843 | loss: 0.0311779 | val_loss: 0.031184 | Time: 2706.66 ms
[2021-04-22 16:51:07 main:574] : INFO : Epoch 1844 | loss: 0.0311779 | val_loss: 0.0311865 | Time: 2705.17 ms
[2021-04-22 16:51:09 main:574] : INFO : Epoch 1845 | loss: 0.0311779 | val_loss: 0.0311857 | Time: 2715.35 ms
[2021-04-22 16:51:12 main:574] : INFO : Epoch 1846 | loss: 0.0311781 | val_loss: 0.0311895 | Time: 2709.47 ms
[2021-04-22 16:51:15 main:574] : INFO : Epoch 1847 | loss: 0.0311774 | val_loss: 0.0311846 | Time: 2706.85 ms
[2021-04-22 16:51:18 main:574] : INFO : Epoch 1848 | loss: 0.0311754 | val_loss: 0.0311857 | Time: 2711.06 ms
[2021-04-22 16:51:20 main:574] : INFO : Epoch 1849 | loss: 0.0311769 | val_loss: 0.0311846 | Time: 2706.63 ms
[2021-04-22 16:51:23 main:574] : INFO : Epoch 1850 | loss: 0.0311762 | val_loss: 0.0311847 | Time: 2706.06 ms
[2021-04-22 16:51:26 main:574] : INFO : Epoch 1851 | loss: 0.0311752 | val_loss: 0.0311861 | Time: 2706.3 ms
[2021-04-22 16:51:29 main:574] : INFO : Epoch 1852 | loss: 0.0311748 | val_loss: 0.0311858 | Time: 2706.88 ms
[2021-04-22 16:51:31 main:574] : INFO : Epoch 1853 | loss: 0.0311783 | val_loss: 0.0311875 | Time: 2706.47 ms
[2021-04-22 16:51:34 main:574] : INFO : Epoch 1854 | loss: 0.0311799 | val_loss: 0.0311849 | Time: 2707.48 ms
[2021-04-22 16:51:37 main:574] : INFO : Epoch 1855 | loss: 0.031179 | val_loss: 0.0311861 | Time: 2712.72 ms
[2021-04-22 16:51:39 main:574] : INFO : Epoch 1856 | loss: 0.0311775 | val_loss: 0.0311884 | Time: 2712.83 ms
[2021-04-22 16:51:42 main:574] : INFO : Epoch 1857 | loss: 0.0311776 | val_loss: 0.0311872 | Time: 2707.59 ms
[2021-04-22 16:51:45 main:574] : INFO : Epoch 1858 | loss: 0.0311764 | val_loss: 0.0311896 | Time: 2708.9 ms
[2021-04-22 16:51:48 main:574] : INFO : Epoch 1859 | loss: 0.0311765 | val_loss: 0.0311862 | Time: 2706.11 ms
[2021-04-22 16:51:50 main:574] : INFO : Epoch 1860 | loss: 0.0311757 | val_loss: 0.0311858 | Time: 2704.28 ms
[2021-04-22 16:51:53 main:574] : INFO : Epoch 1861 | loss: 0.031176 | val_loss: 0.0311871 | Time: 2706.17 ms
[2021-04-22 16:51:56 main:574] : INFO : Epoch 1862 | loss: 0.031176 | val_loss: 0.0311888 | Time: 2704.9 ms
[2021-04-22 16:51:59 main:574] : INFO : Epoch 1863 | loss: 0.0311759 | val_loss: 0.0311886 | Time: 2701.63 ms
[2021-04-22 16:52:01 main:574] : INFO : Epoch 1864 | loss: 0.0311767 | val_loss: 0.0311878 | Time: 2703.18 ms
[2021-04-22 16:52:04 main:574] : INFO : Epoch 1865 | loss: 0.0311754 | val_loss: 0.031187 | Time: 2703.56 ms
[2021-04-22 16:52:07 main:574] : INFO : Epoch 1866 | loss: 0.0311751 | val_loss: 0.0311857 | Time: 2707.31 ms
[2021-04-22 16:52:09 main:574] : INFO : Epoch 1867 | loss: 0.0311747 | val_loss: 0.0311865 | Time: 2705.29 ms
[2021-04-22 16:52:12 main:574] : INFO : Epoch 1868 | loss: 0.0311746 | val_loss: 0.0311873 | Time: 2708.09 ms
[2021-04-22 16:52:15 main:574] : INFO : Epoch 1869 | loss: 0.0311771 | val_loss: 0.0311975 | Time: 2705.16 ms
[2021-04-22 16:52:18 main:574] : INFO : Epoch 1870 | loss: 0.0311821 | val_loss: 0.0311885 | Time: 2704.48 ms
[2021-04-22 16:52:20 main:574] : INFO : Epoch 1871 | loss: 0.0311801 | val_loss: 0.0311895 | Time: 2702.59 ms
[2021-04-22 16:52:23 main:574] : INFO : Epoch 1872 | loss: 0.0311801 | val_loss: 0.0311867 | Time: 2703.89 ms
[2021-04-22 16:52:26 main:574] : INFO : Epoch 1873 | loss: 0.0311782 | val_loss: 0.0311858 | Time: 2704.08 ms
[2021-04-22 16:52:29 main:574] : INFO : Epoch 1874 | loss: 0.0311782 | val_loss: 0.0311927 | Time: 2707.03 ms
[2021-04-22 16:52:31 main:574] : INFO : Epoch 1875 | loss: 0.0311765 | val_loss: 0.0311879 | Time: 2707.58 ms
[2021-04-22 16:52:34 main:574] : INFO : Epoch 1876 | loss: 0.0311782 | val_loss: 0.0311898 | Time: 2706.3 ms
[2021-04-22 16:52:37 main:574] : INFO : Epoch 1877 | loss: 0.0311826 | val_loss: 0.0311895 | Time: 2706.62 ms
[2021-04-22 16:52:40 main:574] : INFO : Epoch 1878 | loss: 0.0311789 | val_loss: 0.0311865 | Time: 2705.48 ms
[2021-04-22 16:52:42 main:574] : INFO : Epoch 1879 | loss: 0.0311779 | val_loss: 0.0311894 | Time: 2706.73 ms
[2021-04-22 16:52:45 main:574] : INFO : Epoch 1880 | loss: 0.031181 | val_loss: 0.031189 | Time: 2711.56 ms
[2021-04-22 16:52:48 main:574] : INFO : Epoch 1881 | loss: 0.0311788 | val_loss: 0.0311931 | Time: 2708.02 ms
[2021-04-22 16:52:50 main:574] : INFO : Epoch 1882 | loss: 0.0311878 | val_loss: 0.0311955 | Time: 2709.56 ms
[2021-04-22 16:52:53 main:574] : INFO : Epoch 1883 | loss: 0.0311898 | val_loss: 0.031189 | Time: 2706.88 ms
[2021-04-22 16:52:56 main:574] : INFO : Epoch 1884 | loss: 0.0311832 | val_loss: 0.0311941 | Time: 2707.6 ms
[2021-04-22 16:52:59 main:574] : INFO : Epoch 1885 | loss: 0.031188 | val_loss: 0.0311942 | Time: 2705.3 ms
[2021-04-22 16:53:01 main:574] : INFO : Epoch 1886 | loss: 0.031181 | val_loss: 0.0311885 | Time: 2707.02 ms
[2021-04-22 16:53:04 main:574] : INFO : Epoch 1887 | loss: 0.0311767 | val_loss: 0.031188 | Time: 2705.82 ms
[2021-04-22 16:53:07 main:574] : INFO : Epoch 1888 | loss: 0.0311759 | val_loss: 0.0311864 | Time: 2707.41 ms
[2021-04-22 16:53:10 main:574] : INFO : Epoch 1889 | loss: 0.0311751 | val_loss: 0.0311867 | Time: 2711.81 ms
[2021-04-22 16:53:12 main:574] : INFO : Epoch 1890 | loss: 0.0311749 | val_loss: 0.0311893 | Time: 2707.24 ms
[2021-04-22 16:53:15 main:574] : INFO : Epoch 1891 | loss: 0.0311753 | val_loss: 0.0311876 | Time: 2708.73 ms
[2021-04-22 16:53:18 main:574] : INFO : Epoch 1892 | loss: 0.0311742 | val_loss: 0.0311872 | Time: 2705.29 ms
[2021-04-22 16:53:20 main:574] : INFO : Epoch 1893 | loss: 0.031174 | val_loss: 0.0311901 | Time: 2704.18 ms
[2021-04-22 16:53:23 main:574] : INFO : Epoch 1894 | loss: 0.0311747 | val_loss: 0.0311919 | Time: 2707.71 ms
[2021-04-22 16:53:26 main:574] : INFO : Epoch 1895 | loss: 0.0311745 | val_loss: 0.0311931 | Time: 2707.83 ms
[2021-04-22 16:53:29 main:574] : INFO : Epoch 1896 | loss: 0.0311782 | val_loss: 0.0311876 | Time: 2710.94 ms
[2021-04-22 16:53:31 main:574] : INFO : Epoch 1897 | loss: 0.0311758 | val_loss: 0.031188 | Time: 2707.13 ms
[2021-04-22 16:53:34 main:574] : INFO : Epoch 1898 | loss: 0.0311744 | val_loss: 0.0311885 | Time: 2707.12 ms
[2021-04-22 16:53:37 main:574] : INFO : Epoch 1899 | loss: 0.0311757 | val_loss: 0.0311891 | Time: 2705.52 ms
[2021-04-22 16:53:40 main:574] : INFO : Epoch 1900 | loss: 0.0311751 | val_loss: 0.0311908 | Time: 2705.59 ms
[2021-04-22 16:53:42 main:574] : INFO : Epoch 1901 | loss: 0.0311766 | val_loss: 0.0311903 | Time: 2709.9 ms
[2021-04-22 16:53:45 main:574] : INFO : Epoch 1902 | loss: 0.0311775 | val_loss: 0.0311912 | Time: 2708.63 ms
[2021-04-22 16:53:48 main:574] : INFO : Epoch 1903 | loss: 0.031179 | val_loss: 0.0311907 | Time: 2708.37 ms
[2021-04-22 16:53:51 main:574] : INFO : Epoch 1904 | loss: 0.0311787 | val_loss: 0.0311914 | Time: 2710.89 ms
[2021-04-22 16:53:53 main:574] : INFO : Epoch 1905 | loss: 0.0311778 | val_loss: 0.0311903 | Time: 2709.66 ms
[2021-04-22 16:53:56 main:574] : INFO : Epoch 1906 | loss: 0.0311748 | val_loss: 0.0311881 | Time: 2718.24 ms
[2021-04-22 16:53:59 main:574] : INFO : Epoch 1907 | loss: 0.031175 | val_loss: 0.0311884 | Time: 2709.06 ms
[2021-04-22 16:54:01 main:574] : INFO : Epoch 1908 | loss: 0.0311747 | val_loss: 0.0311887 | Time: 2712.91 ms
[2021-04-22 16:54:04 main:574] : INFO : Epoch 1909 | loss: 0.031175 | val_loss: 0.0311877 | Time: 2705.44 ms
[2021-04-22 16:54:07 main:574] : INFO : Epoch 1910 | loss: 0.0311745 | val_loss: 0.0311895 | Time: 2703.35 ms
[2021-04-22 16:54:10 main:574] : INFO : Epoch 1911 | loss: 0.0311734 | val_loss: 0.0311881 | Time: 2703.05 ms
[2021-04-22 16:54:12 main:574] : INFO : Epoch 1912 | loss: 0.0311735 | val_loss: 0.0311905 | Time: 2701.97 ms
[2021-04-22 16:54:15 main:574] : INFO : Epoch 1913 | loss: 0.0311731 | val_loss: 0.0311879 | Time: 2700.49 ms
[2021-04-22 16:54:18 main:574] : INFO : Epoch 1914 | loss: 0.031173 | val_loss: 0.0311887 | Time: 2703.33 ms
[2021-04-22 16:54:21 main:574] : INFO : Epoch 1915 | loss: 0.0311727 | val_loss: 0.0311916 | Time: 2704.97 ms
[2021-04-22 16:54:23 main:574] : INFO : Epoch 1916 | loss: 0.0311735 | val_loss: 0.031189 | Time: 2702.92 ms
[2021-04-22 16:54:26 main:574] : INFO : Epoch 1917 | loss: 0.0311719 | val_loss: 0.0311891 | Time: 2701.81 ms
[2021-04-22 16:54:29 main:574] : INFO : Epoch 1918 | loss: 0.0311725 | val_loss: 0.031189 | Time: 2703.44 ms
[2021-04-22 16:54:31 main:574] : INFO : Epoch 1919 | loss: 0.0311737 | val_loss: 0.0311922 | Time: 2700.97 ms
[2021-04-22 16:54:34 main:574] : INFO : Epoch 1920 | loss: 0.0311727 | val_loss: 0.0311893 | Time: 2700.66 ms
[2021-04-22 16:54:37 main:574] : INFO : Epoch 1921 | loss: 0.0311728 | val_loss: 0.03119 | Time: 2703.64 ms
[2021-04-22 16:54:40 main:574] : INFO : Epoch 1922 | loss: 0.0311738 | val_loss: 0.0311916 | Time: 2707.09 ms
[2021-04-22 16:54:42 main:574] : INFO : Epoch 1923 | loss: 0.0311752 | val_loss: 0.031188 | Time: 2702.25 ms
[2021-04-22 16:54:45 main:574] : INFO : Epoch 1924 | loss: 0.0311752 | val_loss: 0.0311878 | Time: 2714.29 ms
[2021-04-22 16:54:48 main:574] : INFO : Epoch 1925 | loss: 0.0311731 | val_loss: 0.0311885 | Time: 2700.85 ms
[2021-04-22 16:54:51 main:574] : INFO : Epoch 1926 | loss: 0.0311723 | val_loss: 0.0311898 | Time: 2701.2 ms
[2021-04-22 16:54:53 main:574] : INFO : Epoch 1927 | loss: 0.0311719 | val_loss: 0.0311879 | Time: 2701.9 ms
[2021-04-22 16:54:56 main:574] : INFO : Epoch 1928 | loss: 0.031173 | val_loss: 0.0311915 | Time: 2703.92 ms
[2021-04-22 16:54:59 main:574] : INFO : Epoch 1929 | loss: 0.0311749 | val_loss: 0.0311905 | Time: 2702.99 ms
[2021-04-22 16:55:01 main:574] : INFO : Epoch 1930 | loss: 0.0311744 | val_loss: 0.0311883 | Time: 2704.44 ms
[2021-04-22 16:55:04 main:574] : INFO : Epoch 1931 | loss: 0.0311732 | val_loss: 0.0311889 | Time: 2713.74 ms
[2021-04-22 16:55:07 main:574] : INFO : Epoch 1932 | loss: 0.0311728 | val_loss: 0.0311898 | Time: 2699.38 ms
[2021-04-22 16:55:10 main:574] : INFO : Epoch 1933 | loss: 0.0311732 | val_loss: 0.03119 | Time: 2703.04 ms
[2021-04-22 16:55:12 main:574] : INFO : Epoch 1934 | loss: 0.0311737 | val_loss: 0.0311903 | Time: 2701.28 ms
[2021-04-22 16:55:15 main:574] : INFO : Epoch 1935 | loss: 0.0311723 | val_loss: 0.0311944 | Time: 2702.48 ms
[2021-04-22 16:55:18 main:574] : INFO : Epoch 1936 | loss: 0.0311746 | val_loss: 0.0311892 | Time: 2708.32 ms
[2021-04-22 16:55:21 main:574] : INFO : Epoch 1937 | loss: 0.0311727 | val_loss: 0.0311928 | Time: 2701.73 ms
[2021-04-22 16:55:23 main:574] : INFO : Epoch 1938 | loss: 0.0311714 | val_loss: 0.0311899 | Time: 2701.41 ms
[2021-04-22 16:55:26 main:574] : INFO : Epoch 1939 | loss: 0.031175 | val_loss: 0.0311888 | Time: 2700.02 ms
[2021-04-22 16:55:29 main:574] : INFO : Epoch 1940 | loss: 0.0311744 | val_loss: 0.0311886 | Time: 2702.24 ms
[2021-04-22 16:55:32 main:574] : INFO : Epoch 1941 | loss: 0.0311742 | val_loss: 0.031189 | Time: 2705.93 ms
[2021-04-22 16:55:34 main:574] : INFO : Epoch 1942 | loss: 0.0311729 | val_loss: 0.0311915 | Time: 2703.25 ms
[2021-04-22 16:55:37 main:574] : INFO : Epoch 1943 | loss: 0.0311724 | val_loss: 0.0311883 | Time: 2705.66 ms
[2021-04-22 16:55:40 main:574] : INFO : Epoch 1944 | loss: 0.0311727 | val_loss: 0.0311892 | Time: 2701.35 ms
[2021-04-22 16:55:42 main:574] : INFO : Epoch 1945 | loss: 0.0311731 | val_loss: 0.0311924 | Time: 2704 ms
[2021-04-22 16:55:45 main:574] : INFO : Epoch 1946 | loss: 0.0311717 | val_loss: 0.0311887 | Time: 2699.72 ms
[2021-04-22 16:55:48 main:574] : INFO : Epoch 1947 | loss: 0.0311714 | val_loss: 0.0311916 | Time: 2711.09 ms
[2021-04-22 16:55:51 main:574] : INFO : Epoch 1948 | loss: 0.0311726 | val_loss: 0.0311889 | Time: 2709.81 ms
[2021-04-22 16:55:53 main:574] : INFO : Epoch 1949 | loss: 0.0311713 | val_loss: 0.0311914 | Time: 2702.86 ms
[2021-04-22 16:55:56 main:574] : INFO : Epoch 1950 | loss: 0.031172 | val_loss: 0.0311883 | Time: 2705.13 ms
[2021-04-22 16:55:59 main:574] : INFO : Epoch 1951 | loss: 0.0311723 | val_loss: 0.0311881 | Time: 2699.91 ms
[2021-04-22 16:56:01 main:574] : INFO : Epoch 1952 | loss: 0.0311748 | val_loss: 0.0311888 | Time: 2700 ms
[2021-04-22 16:56:04 main:574] : INFO : Epoch 1953 | loss: 0.0311743 | val_loss: 0.0311887 | Time: 2701.57 ms
[2021-04-22 16:56:07 main:574] : INFO : Epoch 1954 | loss: 0.0311719 | val_loss: 0.0311883 | Time: 2703.14 ms
[2021-04-22 16:56:10 main:574] : INFO : Epoch 1955 | loss: 0.0311737 | val_loss: 0.0311921 | Time: 2701.77 ms
[2021-04-22 16:56:12 main:574] : INFO : Epoch 1956 | loss: 0.0311718 | val_loss: 0.031189 | Time: 2701.4 ms
[2021-04-22 16:56:15 main:574] : INFO : Epoch 1957 | loss: 0.0311707 | val_loss: 0.0311873 | Time: 2705.81 ms
[2021-04-22 16:56:18 main:574] : INFO : Epoch 1958 | loss: 0.0311716 | val_loss: 0.0311875 | Time: 2702.14 ms
[2021-04-22 16:56:21 main:574] : INFO : Epoch 1959 | loss: 0.0311726 | val_loss: 0.0311869 | Time: 2701.6 ms
[2021-04-22 16:56:23 main:574] : INFO : Epoch 1960 | loss: 0.0311726 | val_loss: 0.0311881 | Time: 2702.45 ms
[2021-04-22 16:56:26 main:574] : INFO : Epoch 1961 | loss: 0.0311721 | val_loss: 0.0311884 | Time: 2702.96 ms
[2021-04-22 16:56:29 main:574] : INFO : Epoch 1962 | loss: 0.0311713 | val_loss: 0.0311885 | Time: 2705.18 ms
[2021-04-22 16:56:31 main:574] : INFO : Epoch 1963 | loss: 0.0311725 | val_loss: 0.0311895 | Time: 2706.35 ms
[2021-04-22 16:56:34 main:574] : INFO : Epoch 1964 | loss: 0.0311747 | val_loss: 0.0311913 | Time: 2714.31 ms
[2021-04-22 16:56:37 main:574] : INFO : Epoch 1965 | loss: 0.0311749 | val_loss: 0.0311903 | Time: 2707.84 ms
[2021-04-22 16:56:40 main:574] : INFO : Epoch 1966 | loss: 0.0311728 | val_loss: 0.031188 | Time: 2705.57 ms
[2021-04-22 16:56:42 main:574] : INFO : Epoch 1967 | loss: 0.0311722 | val_loss: 0.0311876 | Time: 2706.55 ms
[2021-04-22 16:56:45 main:574] : INFO : Epoch 1968 | loss: 0.0311723 | val_loss: 0.0311913 | Time: 2705.31 ms
[2021-04-22 16:56:48 main:574] : INFO : Epoch 1969 | loss: 0.0311713 | val_loss: 0.0311896 | Time: 2716.64 ms
[2021-04-22 16:56:51 main:574] : INFO : Epoch 1970 | loss: 0.0311721 | val_loss: 0.0311914 | Time: 2707.49 ms
[2021-04-22 16:56:53 main:574] : INFO : Epoch 1971 | loss: 0.0311718 | val_loss: 0.0311886 | Time: 2716.18 ms
[2021-04-22 16:56:56 main:574] : INFO : Epoch 1972 | loss: 0.0311698 | val_loss: 0.031189 | Time: 2706.91 ms
[2021-04-22 16:56:59 main:574] : INFO : Epoch 1973 | loss: 0.0311698 | val_loss: 0.0311875 | Time: 2707.22 ms
[2021-04-22 16:57:02 main:574] : INFO : Epoch 1974 | loss: 0.0311703 | val_loss: 0.0311887 | Time: 2706.43 ms
[2021-04-22 16:57:04 main:574] : INFO : Epoch 1975 | loss: 0.0311702 | val_loss: 0.0311878 | Time: 2706.71 ms
[2021-04-22 16:57:07 main:574] : INFO : Epoch 1976 | loss: 0.0311702 | val_loss: 0.0311878 | Time: 2705.26 ms
[2021-04-22 16:57:10 main:574] : INFO : Epoch 1977 | loss: 0.0311713 | val_loss: 0.0311922 | Time: 2705.88 ms
[2021-04-22 16:57:12 main:574] : INFO : Epoch 1978 | loss: 0.0311719 | val_loss: 0.0311925 | Time: 2708.48 ms
[2021-04-22 16:57:15 main:574] : INFO : Epoch 1979 | loss: 0.0311747 | val_loss: 0.0311869 | Time: 2707.3 ms
[2021-04-22 16:57:18 main:574] : INFO : Epoch 1980 | loss: 0.0311746 | val_loss: 0.0311862 | Time: 2708.41 ms
[2021-04-22 16:57:21 main:574] : INFO : Epoch 1981 | loss: 0.0311742 | val_loss: 0.0311854 | Time: 2706.88 ms
[2021-04-22 16:57:23 main:574] : INFO : Epoch 1982 | loss: 0.031173 | val_loss: 0.031188 | Time: 2703.88 ms
[2021-04-22 16:57:26 main:574] : INFO : Epoch 1983 | loss: 0.0311734 | val_loss: 0.0311905 | Time: 2702.07 ms
[2021-04-22 16:57:29 main:574] : INFO : Epoch 1984 | loss: 0.0311727 | val_loss: 0.0311855 | Time: 2705.39 ms
[2021-04-22 16:57:32 main:574] : INFO : Epoch 1985 | loss: 0.0311719 | val_loss: 0.0311868 | Time: 2702.1 ms
[2021-04-22 16:57:34 main:574] : INFO : Epoch 1986 | loss: 0.0311717 | val_loss: 0.0311861 | Time: 2701.21 ms
[2021-04-22 16:57:37 main:574] : INFO : Epoch 1987 | loss: 0.031171 | val_loss: 0.0311879 | Time: 2702.71 ms
[2021-04-22 16:57:40 main:574] : INFO : Epoch 1988 | loss: 0.0311719 | val_loss: 0.031187 | Time: 2702.61 ms
[2021-04-22 16:57:43 main:574] : INFO : Epoch 1989 | loss: 0.0311714 | val_loss: 0.0311868 | Time: 2702.72 ms
[2021-04-22 16:57:45 main:574] : INFO : Epoch 1990 | loss: 0.0311741 | val_loss: 0.0311867 | Time: 2701.79 ms
[2021-04-22 16:57:48 main:574] : INFO : Epoch 1991 | loss: 0.0311731 | val_loss: 0.0311868 | Time: 2704.91 ms
[2021-04-22 16:57:51 main:574] : INFO : Epoch 1992 | loss: 0.0311719 | val_loss: 0.0311892 | Time: 2701.93 ms
[2021-04-22 16:57:53 main:574] : INFO : Epoch 1993 | loss: 0.0311751 | val_loss: 0.0311885 | Time: 2703.15 ms
[2021-04-22 16:57:56 main:574] : INFO : Epoch 1994 | loss: 0.0311731 | val_loss: 0.0311877 | Time: 2701.92 ms
[2021-04-22 16:57:59 main:574] : INFO : Epoch 1995 | loss: 0.0311717 | val_loss: 0.031189 | Time: 2701.91 ms
[2021-04-22 16:58:02 main:574] : INFO : Epoch 1996 | loss: 0.0311723 | val_loss: 0.0311855 | Time: 2703.03 ms
[2021-04-22 16:58:04 main:574] : INFO : Epoch 1997 | loss: 0.0311743 | val_loss: 0.0311891 | Time: 2703.98 ms
[2021-04-22 16:58:07 main:574] : INFO : Epoch 1998 | loss: 0.0311738 | val_loss: 0.0311855 | Time: 2702.58 ms
[2021-04-22 16:58:10 main:574] : INFO : Epoch 1999 | loss: 0.0311731 | val_loss: 0.0311846 | Time: 2704.51 ms
[2021-04-22 16:58:12 main:574] : INFO : Epoch 2000 | loss: 0.031175 | val_loss: 0.0311848 | Time: 2702.13 ms
[2021-04-22 16:58:15 main:574] : INFO : Epoch 2001 | loss: 0.0311738 | val_loss: 0.0311877 | Time: 2703.83 ms
[2021-04-22 16:58:18 main:574] : INFO : Epoch 2002 | loss: 0.031173 | val_loss: 0.0311839 | Time: 2702.97 ms
[2021-04-22 16:58:21 main:574] : INFO : Epoch 2003 | loss: 0.0311721 | val_loss: 0.0311891 | Time: 2700 ms
[2021-04-22 16:58:23 main:574] : INFO : Epoch 2004 | loss: 0.031171 | val_loss: 0.0311863 | Time: 2702.26 ms
[2021-04-22 16:58:26 main:574] : INFO : Epoch 2005 | loss: 0.0311706 | val_loss: 0.0311865 | Time: 2703.39 ms
[2021-04-22 16:58:29 main:574] : INFO : Epoch 2006 | loss: 0.0311708 | val_loss: 0.031186 | Time: 2701.66 ms
[2021-04-22 16:58:32 main:574] : INFO : Epoch 2007 | loss: 0.031173 | val_loss: 0.0311882 | Time: 2701.9 ms
[2021-04-22 16:58:34 main:574] : INFO : Epoch 2008 | loss: 0.0311695 | val_loss: 0.0311882 | Time: 2703.1 ms
[2021-04-22 16:58:37 main:574] : INFO : Epoch 2009 | loss: 0.0311701 | val_loss: 0.03119 | Time: 2700.1 ms
[2021-04-22 16:58:40 main:574] : INFO : Epoch 2010 | loss: 0.0311696 | val_loss: 0.0311876 | Time: 2704.43 ms
[2021-04-22 16:58:42 main:574] : INFO : Epoch 2011 | loss: 0.0311698 | val_loss: 0.0311864 | Time: 2702.02 ms
[2021-04-22 16:58:45 main:574] : INFO : Epoch 2012 | loss: 0.0311699 | val_loss: 0.0311849 | Time: 2702.6 ms
[2021-04-22 16:58:48 main:574] : INFO : Epoch 2013 | loss: 0.0311696 | val_loss: 0.0311871 | Time: 2704.28 ms
[2021-04-22 16:58:51 main:574] : INFO : Epoch 2014 | loss: 0.0311694 | val_loss: 0.0311856 | Time: 2703.41 ms
[2021-04-22 16:58:53 main:574] : INFO : Epoch 2015 | loss: 0.0311687 | val_loss: 0.0311871 | Time: 2702.18 ms
[2021-04-22 16:58:56 main:574] : INFO : Epoch 2016 | loss: 0.031169 | val_loss: 0.0311896 | Time: 2702.57 ms
[2021-04-22 16:58:59 main:574] : INFO : Epoch 2017 | loss: 0.0311702 | val_loss: 0.0311901 | Time: 2702.07 ms
[2021-04-22 16:59:02 main:574] : INFO : Epoch 2018 | loss: 0.0311696 | val_loss: 0.0311884 | Time: 2704.48 ms
[2021-04-22 16:59:04 main:574] : INFO : Epoch 2019 | loss: 0.0311687 | val_loss: 0.0311882 | Time: 2704.07 ms
[2021-04-22 16:59:07 main:574] : INFO : Epoch 2020 | loss: 0.0311696 | val_loss: 0.0311872 | Time: 2702.56 ms
[2021-04-22 16:59:10 main:574] : INFO : Epoch 2021 | loss: 0.0311692 | val_loss: 0.0311908 | Time: 2704.77 ms
[2021-04-22 16:59:12 main:574] : INFO : Epoch 2022 | loss: 0.0311694 | val_loss: 0.0311874 | Time: 2701.84 ms
[2021-04-22 16:59:15 main:574] : INFO : Epoch 2023 | loss: 0.031169 | val_loss: 0.0311897 | Time: 2704.35 ms
[2021-04-22 16:59:18 main:574] : INFO : Epoch 2024 | loss: 0.0311694 | val_loss: 0.0311864 | Time: 2703.71 ms
[2021-04-22 16:59:21 main:574] : INFO : Epoch 2025 | loss: 0.0311688 | val_loss: 0.0311877 | Time: 2704.93 ms
[2021-04-22 16:59:23 main:574] : INFO : Epoch 2026 | loss: 0.0311683 | val_loss: 0.0311874 | Time: 2706.13 ms
[2021-04-22 16:59:26 main:574] : INFO : Epoch 2027 | loss: 0.0311687 | val_loss: 0.0311902 | Time: 2702.37 ms
[2021-04-22 16:59:29 main:574] : INFO : Epoch 2028 | loss: 0.0311693 | val_loss: 0.0311851 | Time: 2702.08 ms
[2021-04-22 16:59:32 main:574] : INFO : Epoch 2029 | loss: 0.0311697 | val_loss: 0.0311883 | Time: 2700.99 ms
[2021-04-22 16:59:34 main:574] : INFO : Epoch 2030 | loss: 0.0311694 | val_loss: 0.0311884 | Time: 2702.88 ms
[2021-04-22 16:59:37 main:574] : INFO : Epoch 2031 | loss: 0.0311696 | val_loss: 0.0311888 | Time: 2701.87 ms
[2021-04-22 16:59:40 main:574] : INFO : Epoch 2032 | loss: 0.0311685 | val_loss: 0.0311875 | Time: 2703.49 ms
[2021-04-22 16:59:42 main:574] : INFO : Epoch 2033 | loss: 0.0311706 | val_loss: 0.0311885 | Time: 2703.66 ms
[2021-04-22 16:59:45 main:574] : INFO : Epoch 2034 | loss: 0.0311689 | val_loss: 0.0311858 | Time: 2705.96 ms
[2021-04-22 16:59:48 main:574] : INFO : Epoch 2035 | loss: 0.0311682 | val_loss: 0.0311877 | Time: 2704.95 ms
[2021-04-22 16:59:51 main:574] : INFO : Epoch 2036 | loss: 0.0311707 | val_loss: 0.0311858 | Time: 2706.45 ms
[2021-04-22 16:59:53 main:574] : INFO : Epoch 2037 | loss: 0.0311714 | val_loss: 0.0311853 | Time: 2707.59 ms
[2021-04-22 16:59:56 main:574] : INFO : Epoch 2038 | loss: 0.031172 | val_loss: 0.0311857 | Time: 2710.12 ms
[2021-04-22 16:59:59 main:574] : INFO : Epoch 2039 | loss: 0.0311725 | val_loss: 0.0311851 | Time: 2706.23 ms
[2021-04-22 17:00:02 main:574] : INFO : Epoch 2040 | loss: 0.0311712 | val_loss: 0.0311859 | Time: 2705.06 ms
[2021-04-22 17:00:04 main:574] : INFO : Epoch 2041 | loss: 0.0311709 | val_loss: 0.031185 | Time: 2707.18 ms
[2021-04-22 17:00:07 main:574] : INFO : Epoch 2042 | loss: 0.0311731 | val_loss: 0.0311888 | Time: 2706.4 ms
[2021-04-22 17:00:10 main:574] : INFO : Epoch 2043 | loss: 0.031173 | val_loss: 0.0311877 | Time: 2706.6 ms
[2021-04-22 17:00:13 main:574] : INFO : Epoch 2044 | loss: 0.0311719 | val_loss: 0.0311856 | Time: 2709.66 ms
[2021-04-22 17:00:15 main:574] : INFO : Epoch 2045 | loss: 0.0311726 | val_loss: 0.0311892 | Time: 2708.55 ms
[2021-04-22 17:00:18 main:574] : INFO : Epoch 2046 | loss: 0.0311736 | val_loss: 0.031189 | Time: 2706.34 ms
[2021-04-22 17:00:21 main:574] : INFO : Epoch 2047 | loss: 0.0311726 | val_loss: 0.0311865 | Time: 2707.06 ms
[2021-04-22 17:00:23 main:574] : INFO : Epoch 2048 | loss: 0.0311711 | val_loss: 0.0311884 | Time: 2705.43 ms
[2021-04-22 17:00:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311884
[2021-04-22 17:00:24 main:603] : INFO : Saving end state to config to file
[2021-04-22 17:00:24 main:608] : INFO : Success, exiting..
17:00:24 (9008): 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)