Task 7712262
| Name | ParityModified-1630351489-2444-2_0 |
| Workunit | 5358925 |
| Created | 30 Sep 2021, 7:14:34 UTC |
| Sent | 9 Oct 2021, 8:16:07 UTC |
| Report deadline | 16 Oct 2021, 8:16:07 UTC |
| Received | 9 Oct 2021, 22:50:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 54 min 52 sec |
| CPU time | 54 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 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: 0.0312644 | val_loss: 0.0312317 | Time: 1610.61 ms
[2021-10-09 18:30:28 main:574] : INFO : Epoch 1543 | loss: 0.0312288 | val_loss: 0.0312195 | Time: 1567.59 ms
[2021-10-09 18:30:30 main:574] : INFO : Epoch 1544 | loss: 0.0312174 | val_loss: 0.031212 | Time: 1531.56 ms
[2021-10-09 18:30:31 main:574] : INFO : Epoch 1545 | loss: 0.0312113 | val_loss: 0.0312069 | Time: 1573.74 ms
[2021-10-09 18:30:33 main:574] : INFO : Epoch 1546 | loss: 0.0312089 | val_loss: 0.0312036 | Time: 1617.26 ms
[2021-10-09 18:30:34 main:574] : INFO : Epoch 1547 | loss: 0.0312053 | val_loss: 0.0312005 | Time: 1553.01 ms
[2021-10-09 18:30:36 main:574] : INFO : Epoch 1548 | loss: 0.0312026 | val_loss: 0.0311988 | Time: 1600.28 ms
[2021-10-09 18:30:38 main:574] : INFO : Epoch 1549 | loss: 0.0312011 | val_loss: 0.0311969 | Time: 1599.74 ms
[2021-10-09 18:30:39 main:574] : INFO : Epoch 1550 | loss: 0.0312005 | val_loss: 0.0311956 | Time: 1607.64 ms
[2021-10-09 18:30:41 main:574] : INFO : Epoch 1551 | loss: 0.0311995 | val_loss: 0.0311981 | Time: 1590.71 ms
[2021-10-09 18:30:42 main:574] : INFO : Epoch 1552 | loss: 0.0311977 | val_loss: 0.0311972 | Time: 1578.99 ms
[2021-10-09 18:30:44 main:574] : INFO : Epoch 1553 | loss: 0.0311978 | val_loss: 0.0311939 | Time: 1585.1 ms
[2021-10-09 18:30:46 main:574] : INFO : Epoch 1554 | loss: 0.0311951 | val_loss: 0.0311922 | Time: 1571.49 ms
[2021-10-09 18:30:47 main:574] : INFO : Epoch 1555 | loss: 0.031194 | val_loss: 0.0311931 | Time: 1576.75 ms
[2021-10-09 18:30:49 main:574] : INFO : Epoch 1556 | loss: 0.031194 | val_loss: 0.0311926 | Time: 1590.1 ms
[2021-10-09 18:30:50 main:574] : INFO : Epoch 1557 | loss: 0.0311927 | val_loss: 0.0311896 | Time: 1549.77 ms
[2021-10-09 18:30:52 main:574] : INFO : Epoch 1558 | loss: 0.031191 | val_loss: 0.0311897 | Time: 1587.9 ms
[2021-10-09 18:30:53 main:574] : INFO : Epoch 1559 | loss: 0.0311907 | val_loss: 0.0311895 | Time: 1598.9 ms
[2021-10-09 18:30:55 main:574] : INFO : Epoch 1560 | loss: 0.0311913 | val_loss: 0.0311907 | Time: 1575.45 ms
[2021-10-09 18:30:57 main:574] : INFO : Epoch 1561 | loss: 0.03119 | val_loss: 0.0311871 | Time: 1593.38 ms
[2021-10-09 18:30:58 main:574] : INFO : Epoch 1562 | loss: 0.0311902 | val_loss: 0.0311872 | Time: 1604.35 ms
[2021-10-09 18:31:00 main:574] : INFO : Epoch 1563 | loss: 0.0311898 | val_loss: 0.0311865 | Time: 1586.96 ms
[2021-10-09 18:31:01 main:574] : INFO : Epoch 1564 | loss: 0.0311888 | val_loss: 0.0311862 | Time: 1596.76 ms
[2021-10-09 18:31:03 main:574] : INFO : Epoch 1565 | loss: 0.0311902 | val_loss: 0.0311884 | Time: 1599 ms
[2021-10-09 18:31:05 main:574] : INFO : Epoch 1566 | loss: 0.0311904 | val_loss: 0.0311873 | Time: 1581.82 ms
[2021-10-09 18:31:06 main:574] : INFO : Epoch 1567 | loss: 0.0311874 | val_loss: 0.0311843 | Time: 1560.2 ms
[2021-10-09 18:31:08 main:574] : INFO : Epoch 1568 | loss: 0.0311858 | val_loss: 0.0311854 | Time: 1602.52 ms
[2021-10-09 18:31:09 main:574] : INFO : Epoch 1569 | loss: 0.0311856 | val_loss: 0.0311844 | Time: 1611.36 ms
[2021-10-09 18:31:11 main:574] : INFO : Epoch 1570 | loss: 0.0311859 | val_loss: 0.0311837 | Time: 1584.53 ms
[2021-10-09 18:31:13 main:574] : INFO : Epoch 1571 | loss: 0.031185 | val_loss: 0.0311836 | Time: 1582.11 ms
[2021-10-09 18:31:14 main:574] : INFO : Epoch 1572 | loss: 0.0311843 | val_loss: 0.0311834 | Time: 1575.38 ms
[2021-10-09 18:31:16 main:574] : INFO : Epoch 1573 | loss: 0.0311839 | val_loss: 0.0311835 | Time: 1590.15 ms
[2021-10-09 18:31:17 main:574] : INFO : Epoch 1574 | loss: 0.0311839 | val_loss: 0.031187 | Time: 1596.54 ms
[2021-10-09 18:31:19 main:574] : INFO : Epoch 1575 | loss: 0.0311844 | val_loss: 0.0311828 | Time: 1563.49 ms
[2021-10-09 18:31:21 main:574] : INFO : Epoch 1576 | loss: 0.0311841 | val_loss: 0.0311844 | Time: 1569.69 ms
[2021-10-09 18:31:22 main:574] : INFO : Epoch 1577 | loss: 0.0311828 | val_loss: 0.0311817 | Time: 1571.89 ms
[2021-10-09 18:31:24 main:574] : INFO : Epoch 1578 | loss: 0.0311826 | val_loss: 0.0311836 | Time: 1582.72 ms
[2021-10-09 18:31:25 main:574] : INFO : Epoch 1579 | loss: 0.0311824 | val_loss: 0.0311808 | Time: 1550.81 ms
[2021-10-09 18:31:27 main:574] : INFO : Epoch 1580 | loss: 0.031182 | val_loss: 0.031183 | Time: 1570.35 ms
[2021-10-09 18:31:28 main:574] : INFO : Epoch 1581 | loss: 0.0311813 | val_loss: 0.0311804 | Time: 1575.62 ms
[2021-10-09 18:31:30 main:574] : INFO : Epoch 1582 | loss: 0.0311811 | val_loss: 0.0311802 | Time: 1585.84 ms
[2021-10-09 18:31:32 main:574] : INFO : Epoch 1583 | loss: 0.0311827 | val_loss: 0.0311806 | Time: 1549.96 ms
[2021-10-09 18:31:33 main:574] : INFO : Epoch 1584 | loss: 0.0311809 | val_loss: 0.0311804 | Time: 1573.52 ms
[2021-10-09 18:31:35 main:574] : INFO : Epoch 1585 | loss: 0.0311794 | val_loss: 0.0311788 | Time: 1598.95 ms
[2021-10-09 18:31:36 main:574] : INFO : Epoch 1586 | loss: 0.0311788 | val_loss: 0.0311788 | Time: 1568.94 ms
[2021-10-09 18:31:38 main:574] : INFO : Epoch 1587 | loss: 0.031178 | val_loss: 0.0311781 | Time: 1602.35 ms
[2021-10-09 18:31:40 main:574] : INFO : Epoch 1588 | loss: 0.0311778 | val_loss: 0.031179 | Time: 1584.72 ms
[2021-10-09 18:31:41 main:574] : INFO : Epoch 1589 | loss: 0.0311769 | val_loss: 0.0311776 | Time: 1575.3 ms
[2021-10-09 18:31:43 main:574] : INFO : Epoch 1590 | loss: 0.0311765 | val_loss: 0.0311765 | Time: 1580.59 ms
[2021-10-09 18:31:44 main:574] : INFO : Epoch 1591 | loss: 0.0311767 | val_loss: 0.0311788 | Time: 1579.06 ms
[2021-10-09 18:31:46 main:574] : INFO : Epoch 1592 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 1596.24 ms
[2021-10-09 18:31:48 main:574] : INFO : Epoch 1593 | loss: 0.0311752 | val_loss: 0.031178 | Time: 1594.08 ms
[2021-10-09 18:31:49 main:574] : INFO : Epoch 1594 | loss: 0.0311741 | val_loss: 0.0311759 | Time: 1585.47 ms
[2021-10-09 18:31:51 main:574] : INFO : Epoch 1595 | loss: 0.0311732 | val_loss: 0.0311765 | Time: 1546.45 ms
[2021-10-09 18:31:52 main:574] : INFO : Epoch 1596 | loss: 0.031173 | val_loss: 0.0311764 | Time: 1598.82 ms
[2021-10-09 18:31:54 main:574] : INFO : Epoch 1597 | loss: 0.031172 | val_loss: 0.0311747 | Time: 1603.1 ms
[2021-10-09 18:31:55 main:574] : INFO : Epoch 1598 | loss: 0.031171 | val_loss: 0.0311756 | Time: 1576.04 ms
[2021-10-09 18:31:57 main:574] : INFO : Epoch 1599 | loss: 0.0311703 | val_loss: 0.0311742 | Time: 1594.12 ms
[2021-10-09 18:31:59 main:574] : INFO : Epoch 1600 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 1577.29 ms
[2021-10-09 18:32:00 main:574] : INFO : Epoch 1601 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 1586.36 ms
[2021-10-09 18:32:02 main:574] : INFO : Epoch 1602 | loss: 0.0311686 | val_loss: 0.0311725 | Time: 1591 ms
[2021-10-09 18:32:03 main:574] : INFO : Epoch 1603 | loss: 0.0311673 | val_loss: 0.0311742 | Time: 1588.11 ms
[2021-10-09 18:32:05 main:574] : INFO : Epoch 1604 | loss: 0.0311674 | val_loss: 0.0311735 | Time: 1581.8 ms
[2021-10-09 18:32:07 main:574] : INFO : Epoch 1605 | loss: 0.0311667 | val_loss: 0.0311727 | Time: 1564.86 ms
[2021-10-09 18:32:08 main:574] : INFO : Epoch 1606 | loss: 0.0311653 | val_loss: 0.0311733 | Time: 1585.02 ms
[2021-10-09 18:32:10 main:574] : INFO : Epoch 1607 | loss: 0.0311647 | val_loss: 0.0311736 | Time: 1616.74 ms
[2021-10-09 18:32:11 main:574] : INFO : Epoch 1608 | loss: 0.0311654 | val_loss: 0.0311735 | Time: 1549.12 ms
[2021-10-09 18:32:13 main:574] : INFO : Epoch 1609 | loss: 0.0311653 | val_loss: 0.0311781 | Time: 1594.17 ms
[2021-10-09 18:32:15 main:574] : INFO : Epoch 1610 | loss: 0.0311663 | val_loss: 0.0311743 | Time: 1585.3 ms
[2021-10-09 18:32:16 main:574] : INFO : Epoch 1611 | loss: 0.0311657 | val_loss: 0.0311747 | Time: 1572.48 ms
[2021-10-09 18:32:18 main:574] : INFO : Epoch 1612 | loss: 0.0311652 | val_loss: 0.0311736 | Time: 1592.02 ms
[2021-10-09 18:32:19 main:574] : INFO : Epoch 1613 | loss: 0.0311642 | val_loss: 0.0311712 | Time: 1593.26 ms
[2021-10-09 18:32:21 main:574] : INFO : Epoch 1614 | loss: 0.0311624 | val_loss: 0.0311698 | Time: 1605.06 ms
[2021-10-09 18:32:23 main:574] : INFO : Epoch 1615 | loss: 0.0311634 | val_loss: 0.0311736 | Time: 1582.68 ms
[2021-10-09 18:32:24 main:574] : INFO : Epoch 1616 | loss: 0.0311635 | val_loss: 0.0311699 | Time: 1611.08 ms
[2021-10-09 18:32:26 main:574] : INFO : Epoch 1617 | loss: 0.0311627 | val_loss: 0.0311705 | Time: 1581.5 ms
[2021-10-09 18:32:27 main:574] : INFO : Epoch 1618 | loss: 0.0311625 | val_loss: 0.0311703 | Time: 1591.83 ms
[2021-10-09 18:32:29 main:574] : INFO : Epoch 1619 | loss: 0.0311613 | val_loss: 0.031169 | Time: 1593.82 ms
[2021-10-09 18:32:31 main:574] : INFO : Epoch 1620 | loss: 0.0311628 | val_loss: 0.0311717 | Time: 1575.95 ms
[2021-10-09 18:32:32 main:574] : INFO : Epoch 1621 | loss: 0.0311622 | val_loss: 0.0311702 | Time: 1575.06 ms
[2021-10-09 18:32:34 main:574] : INFO : Epoch 1622 | loss: 0.0311613 | val_loss: 0.0311706 | Time: 1571.39 ms
[2021-10-09 18:32:35 main:574] : INFO : Epoch 1623 | loss: 0.031161 | val_loss: 0.0311678 | Time: 1568.87 ms
[2021-10-09 18:32:37 main:574] : INFO : Epoch 1624 | loss: 0.0311604 | val_loss: 0.031168 | Time: 1590.88 ms
[2021-10-09 18:32:38 main:574] : INFO : Epoch 1625 | loss: 0.03116 | val_loss: 0.0311697 | Time: 1593.85 ms
[2021-10-09 18:32:40 main:574] : INFO : Epoch 1626 | loss: 0.0311593 | val_loss: 0.0311701 | Time: 1604.33 ms
[2021-10-09 18:32:42 main:574] : INFO : Epoch 1627 | loss: 0.0311601 | val_loss: 0.0311674 | Time: 1575.73 ms
[2021-10-09 18:32:43 main:574] : INFO : Epoch 1628 | loss: 0.031159 | val_loss: 0.0311694 | Time: 1575.6 ms
[2021-10-09 18:32:45 main:574] : INFO : Epoch 1629 | loss: 0.0311611 | val_loss: 0.0311677 | Time: 1589.65 ms
[2021-10-09 18:32:46 main:574] : INFO : Epoch 1630 | loss: 0.0311618 | val_loss: 0.0311677 | Time: 1569.7 ms
[2021-10-09 18:32:48 main:574] : INFO : Epoch 1631 | loss: 0.0311603 | val_loss: 0.0311678 | Time: 1592.41 ms
[2021-10-09 18:32:50 main:574] : INFO : Epoch 1632 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 1565.25 ms
[2021-10-09 18:32:51 main:574] : INFO : Epoch 1633 | loss: 0.0311599 | val_loss: 0.0311682 | Time: 1595.31 ms
[2021-10-09 18:32:53 main:574] : INFO : Epoch 1634 | loss: 0.0311593 | val_loss: 0.0311684 | Time: 1576.73 ms
[2021-10-09 18:32:54 main:574] : INFO : Epoch 1635 | loss: 0.0311582 | val_loss: 0.0311694 | Time: 1593.39 ms
[2021-10-09 18:32:56 main:574] : INFO : Epoch 1636 | loss: 0.0311588 | val_loss: 0.0311695 | Time: 1593.52 ms
[2021-10-09 18:32:58 main:574] : INFO : Epoch 1637 | loss: 0.03116 | val_loss: 0.0311709 | Time: 1577.19 ms
[2021-10-09 18:32:59 main:574] : INFO : Epoch 1638 | loss: 0.0311604 | val_loss: 0.0311682 | Time: 1601.04 ms
[2021-10-09 18:33:01 main:574] : INFO : Epoch 1639 | loss: 0.0311593 | val_loss: 0.0311693 | Time: 1603.92 ms
[2021-10-09 18:33:02 main:574] : INFO : Epoch 1640 | loss: 0.0311584 | val_loss: 0.0311679 | Time: 1617.02 ms
[2021-10-09 18:33:04 main:574] : INFO : Epoch 1641 | loss: 0.0311578 | val_loss: 0.031168 | Time: 1600.74 ms
[2021-10-09 18:33:06 main:574] : INFO : Epoch 1642 | loss: 0.0311584 | val_loss: 0.031169 | Time: 1606.02 ms
[2021-10-09 18:33:07 main:574] : INFO : Epoch 1643 | loss: 0.0311588 | val_loss: 0.0311673 | Time: 1596.07 ms
[2021-10-09 18:33:09 main:574] : INFO : Epoch 1644 | loss: 0.0311575 | val_loss: 0.0311706 | Time: 1567.34 ms
[2021-10-09 18:33:10 main:574] : INFO : Epoch 1645 | loss: 0.0311576 | val_loss: 0.0311677 | Time: 1564.54 ms
[2021-10-09 18:33:12 main:574] : INFO : Epoch 1646 | loss: 0.0311592 | val_loss: 0.0311683 | Time: 1572.79 ms
[2021-10-09 18:33:14 main:574] : INFO : Epoch 1647 | loss: 0.0311583 | val_loss: 0.0311682 | Time: 1589.2 ms
[2021-10-09 18:33:15 main:574] : INFO : Epoch 1648 | loss: 0.0311575 | val_loss: 0.0311682 | Time: 1597.05 ms
[2021-10-09 18:33:17 main:574] : INFO : Epoch 1649 | loss: 0.0311576 | val_loss: 0.0311684 | Time: 1588.13 ms
[2021-10-09 18:33:18 main:574] : INFO : Epoch 1650 | loss: 0.0311612 | val_loss: 0.0311683 | Time: 1627.38 ms
[2021-10-09 18:33:20 main:574] : INFO : Epoch 1651 | loss: 0.0311624 | val_loss: 0.031168 | Time: 1590.67 ms
[2021-10-09 18:33:22 main:574] : INFO : Epoch 1652 | loss: 0.0311617 | val_loss: 0.031171 | Time: 1594.64 ms
[2021-10-09 18:33:23 main:574] : INFO : Epoch 1653 | loss: 0.031162 | val_loss: 0.031169 | Time: 1564.93 ms
[2021-10-09 18:33:25 main:574] : INFO : Epoch 1654 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 1587.4 ms
[2021-10-09 18:33:26 main:574] : INFO : Epoch 1655 | loss: 0.0311583 | val_loss: 0.0311697 | Time: 1607.42 ms
[2021-10-09 18:33:28 main:574] : INFO : Epoch 1656 | loss: 0.0311584 | val_loss: 0.0311708 | Time: 1559.55 ms
[2021-10-09 18:33:29 main:574] : INFO : Epoch 1657 | loss: 0.0311576 | val_loss: 0.0311668 | Time: 1587.76 ms
[2021-10-09 18:33:31 main:574] : INFO : Epoch 1658 | loss: 0.0311562 | val_loss: 0.0311673 | Time: 1581.14 ms
[2021-10-09 18:33:33 main:574] : INFO : Epoch 1659 | loss: 0.0311564 | val_loss: 0.0311687 | Time: 1584 ms
[2021-10-09 18:33:34 main:574] : INFO : Epoch 1660 | loss: 0.0311558 | val_loss: 0.0311665 | Time: 1567.86 ms
[2021-10-09 18:33:36 main:574] : INFO : Epoch 1661 | loss: 0.0311563 | val_loss: 0.031171 | Time: 1594.49 ms
[2021-10-09 18:33:37 main:574] : INFO : Epoch 1662 | loss: 0.0311579 | val_loss: 0.0311673 | Time: 1566.79 ms
[2021-10-09 18:33:39 main:574] : INFO : Epoch 1663 | loss: 0.0311561 | val_loss: 0.0311688 | Time: 1603.17 ms
[2021-10-09 18:33:41 main:574] : INFO : Epoch 1664 | loss: 0.0311549 | val_loss: 0.0311676 | Time: 1591.97 ms
[2021-10-09 18:33:42 main:574] : INFO : Epoch 1665 | loss: 0.0311548 | val_loss: 0.0311698 | Time: 1545.75 ms
[2021-10-09 18:33:44 main:574] : INFO : Epoch 1666 | loss: 0.0311567 | val_loss: 0.0311727 | Time: 1612.39 ms
[2021-10-09 18:33:45 main:574] : INFO : Epoch 1667 | loss: 0.0311594 | val_loss: 0.0311652 | Time: 1597.74 ms
[2021-10-09 18:33:47 main:574] : INFO : Epoch 1668 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 1593.6 ms
[2021-10-09 18:33:49 main:574] : INFO : Epoch 1669 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 1590.96 ms
[2021-10-09 18:33:50 main:574] : INFO : Epoch 1670 | loss: 0.0311574 | val_loss: 0.0311663 | Time: 1588.4 ms
[2021-10-09 18:33:52 main:574] : INFO : Epoch 1671 | loss: 0.0311568 | val_loss: 0.0311674 | Time: 1599.84 ms
[2021-10-09 18:33:53 main:574] : INFO : Epoch 1672 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 1602.59 ms
[2021-10-09 18:33:55 main:574] : INFO : Epoch 1673 | loss: 0.031155 | val_loss: 0.031166 | Time: 1559.36 ms
[2021-10-09 18:33:57 main:574] : INFO : Epoch 1674 | loss: 0.0311539 | val_loss: 0.0311657 | Time: 1574.14 ms
[2021-10-09 18:33:58 main:574] : INFO : Epoch 1675 | loss: 0.0311533 | val_loss: 0.031165 | Time: 1568.02 ms
[2021-10-09 18:34:00 main:574] : INFO : Epoch 1676 | loss: 0.0311513 | val_loss: 0.0311649 | Time: 1555.8 ms
[2021-10-09 18:34:01 main:574] : INFO : Epoch 1677 | loss: 0.0311521 | val_loss: 0.0311659 | Time: 1579.21 ms
[2021-10-09 18:34:03 main:574] : INFO : Epoch 1678 | loss: 0.0311512 | val_loss: 0.0311657 | Time: 1595.9 ms
[2021-10-09 18:34:04 main:574] : INFO : Epoch 1679 | loss: 0.0311519 | val_loss: 0.0311641 | Time: 1599.61 ms
[2021-10-09 18:34:06 main:574] : INFO : Epoch 1680 | loss: 0.0311531 | val_loss: 0.0311654 | Time: 1598.61 ms
[2021-10-09 18:34:08 main:574] : INFO : Epoch 1681 | loss: 0.0311535 | val_loss: 0.0311656 | Time: 1560.29 ms
[2021-10-09 18:34:09 main:574] : INFO : Epoch 1682 | loss: 0.031154 | val_loss: 0.0311661 | Time: 1591.31 ms
[2021-10-09 18:34:11 main:574] : INFO : Epoch 1683 | loss: 0.0311533 | val_loss: 0.0311642 | Time: 1571.14 ms
[2021-10-09 18:34:12 main:574] : INFO : Epoch 1684 | loss: 0.0311501 | val_loss: 0.0311651 | Time: 1571.32 ms
[2021-10-09 18:34:14 main:574] : INFO : Epoch 1685 | loss: 0.0311505 | val_loss: 0.0311652 | Time: 1577.13 ms
[2021-10-09 18:34:16 main:574] : INFO : Epoch 1686 | loss: 0.0311527 | val_loss: 0.0311665 | Time: 1600.16 ms
[2021-10-09 18:34:17 main:574] : INFO : Epoch 1687 | loss: 0.0311531 | val_loss: 0.0311653 | Time: 1603.6 ms
[2021-10-09 18:34:19 main:574] : INFO : Epoch 1688 | loss: 0.0311529 | val_loss: 0.0311637 | Time: 1551.98 ms
[2021-10-09 18:34:20 main:574] : INFO : Epoch 1689 | loss: 0.0311523 | val_loss: 0.0311644 | Time: 1602.51 ms
[2021-10-09 18:34:22 main:574] : INFO : Epoch 1690 | loss: 0.0311527 | val_loss: 0.0311653 | Time: 1607.32 ms
[2021-10-09 18:34:24 main:574] : INFO : Epoch 1691 | loss: 0.0311503 | val_loss: 0.0311672 | Time: 1584.97 ms
[2021-10-09 18:34:25 main:574] : INFO : Epoch 1692 | loss: 0.0311504 | val_loss: 0.0311679 | Time: 1564.73 ms
[2021-10-09 18:34:27 main:574] : INFO : Epoch 1693 | loss: 0.0311518 | val_loss: 0.0311676 | Time: 1605.15 ms
[2021-10-09 18:34:28 main:574] : INFO : Epoch 1694 | loss: 0.0311502 | val_loss: 0.0311654 | Time: 1550.38 ms
[2021-10-09 18:34:30 main:574] : INFO : Epoch 1695 | loss: 0.0311511 | val_loss: 0.0311642 | Time: 1624.99 ms
[2021-10-09 18:34:32 main:574] : INFO : Epoch 1696 | loss: 0.0311516 | val_loss: 0.031165 | Time: 1601.69 ms
[2021-10-09 18:34:33 main:574] : INFO : Epoch 1697 | loss: 0.0311511 | val_loss: 0.0311639 | Time: 1592.79 ms
[2021-10-09 18:34:35 main:574] : INFO : Epoch 1698 | loss: 0.03115 | val_loss: 0.0311676 | Time: 1556.41 ms
[2021-10-09 18:34:36 main:574] : INFO : Epoch 1699 | loss: 0.0311497 | val_loss: 0.0311645 | Time: 1640.79 ms
[2021-10-09 18:34:38 main:574] : INFO : Epoch 1700 | loss: 0.0311499 | val_loss: 0.031164 | Time: 1584.29 ms
[2021-10-09 18:34:40 main:574] : INFO : Epoch 1701 | loss: 0.0311495 | val_loss: 0.0311676 | Time: 1583.97 ms
[2021-10-09 18:34:41 main:574] : INFO : Epoch 1702 | loss: 0.0311498 | val_loss: 0.0311711 | Time: 1563.13 ms
[2021-10-09 18:34:43 main:574] : INFO : Epoch 1703 | loss: 0.0311494 | val_loss: 0.0311646 | Time: 1574.28 ms
[2021-10-09 18:34:44 main:574] : INFO : Epoch 1704 | loss: 0.0311488 | val_loss: 0.031164 | Time: 1624.46 ms
[2021-10-09 18:34:46 main:574] : INFO : Epoch 1705 | loss: 0.0311472 | val_loss: 0.0311665 | Time: 1598.68 ms
[2021-10-09 18:34:48 main:574] : INFO : Epoch 1706 | loss: 0.0311482 | val_loss: 0.031168 | Time: 1591.54 ms
[2021-10-09 18:34:49 main:574] : INFO : Epoch 1707 | loss: 0.031147 | val_loss: 0.03117 | Time: 1572.63 ms
[2021-10-09 18:34:51 main:574] : INFO : Epoch 1708 | loss: 0.0311464 | val_loss: 0.0311681 | Time: 1592.52 ms
[2021-10-09 18:34:52 main:574] : INFO : Epoch 1709 | loss: 0.0311464 | val_loss: 0.0311681 | Time: 1560.52 ms
[2021-10-09 18:34:54 main:574] : INFO : Epoch 1710 | loss: 0.0311476 | val_loss: 0.0311633 | Time: 1604.11 ms
[2021-10-09 18:34:55 main:574] : INFO : Epoch 1711 | loss: 0.0311494 | val_loss: 0.0311651 | Time: 1578.34 ms
[2021-10-09 18:34:57 main:574] : INFO : Epoch 1712 | loss: 0.0311509 | val_loss: 0.0311634 | Time: 1604.56 ms
[2021-10-09 18:34:59 main:574] : INFO : Epoch 1713 | loss: 0.0311508 | val_loss: 0.0311619 | Time: 1604.85 ms
[2021-10-09 18:35:00 main:574] : INFO : Epoch 1714 | loss: 0.0311479 | val_loss: 0.0311615 | Time: 1574.99 ms
[2021-10-09 18:35:02 main:574] : INFO : Epoch 1715 | loss: 0.0311476 | val_loss: 0.0311639 | Time: 1587.87 ms
[2021-10-09 18:35:04 main:574] : INFO : Epoch 1716 | loss: 0.0311464 | val_loss: 0.031163 | Time: 1620.07 ms
[2021-10-09 18:35:05 main:574] : INFO : Epoch 1717 | loss: 0.031146 | val_loss: 0.0311631 | Time: 1578.58 ms
[2021-10-09 18:35:07 main:574] : INFO : Epoch 1718 | loss: 0.0311465 | val_loss: 0.0311649 | Time: 1601.88 ms
[2021-10-09 18:35:08 main:574] : INFO : Epoch 1719 | loss: 0.0311494 | val_loss: 0.0311648 | Time: 1604.2 ms
[2021-10-09 18:35:10 main:574] : INFO : Epoch 1720 | loss: 0.0311502 | val_loss: 0.0311679 | Time: 1574.75 ms
[2021-10-09 18:35:11 main:574] : INFO : Epoch 1721 | loss: 0.0311478 | val_loss: 0.0311628 | Time: 1563.11 ms
[2021-10-09 18:35:13 main:574] : INFO : Epoch 1722 | loss: 0.031153 | val_loss: 0.0311616 | Time: 1612.62 ms
[2021-10-09 18:35:15 main:574] : INFO : Epoch 1723 | loss: 0.031151 | val_loss: 0.0311633 | Time: 1575.34 ms
[2021-10-09 18:35:16 main:574] : INFO : Epoch 1724 | loss: 0.0311506 | val_loss: 0.0311617 | Time: 1585.97 ms
[2021-10-09 18:35:18 main:574] : INFO : Epoch 1725 | loss: 0.0311503 | val_loss: 0.0311653 | Time: 1569.53 ms
[2021-10-09 18:35:19 main:574] : INFO : Epoch 1726 | loss: 0.0311489 | val_loss: 0.0311635 | Time: 1590.56 ms
[2021-10-09 18:35:21 main:574] : INFO : Epoch 1727 | loss: 0.0311478 | val_loss: 0.0311641 | Time: 1561.4 ms
[2021-10-09 18:35:23 main:574] : INFO : Epoch 1728 | loss: 0.031148 | val_loss: 0.031164 | Time: 1599.24 ms
[2021-10-09 18:35:24 main:574] : INFO : Epoch 1729 | loss: 0.031148 | val_loss: 0.0311658 | Time: 1601.42 ms
[2021-10-09 18:35:26 main:574] : INFO : Epoch 1730 | loss: 0.0311476 | val_loss: 0.0311651 | Time: 1584.75 ms
[2021-10-09 18:35:27 main:574] : INFO : Epoch 1731 | loss: 0.0311475 | val_loss: 0.0311647 | Time: 1580.09 ms
[2021-10-09 18:35:29 main:574] : INFO : Epoch 1732 | loss: 0.0311459 | val_loss: 0.0311659 | Time: 1590.82 ms
[2021-10-09 18:35:31 main:574] : INFO : Epoch 1733 | loss: 0.031145 | val_loss: 0.0311668 | Time: 1560.1 ms
[2021-10-09 18:35:32 main:574] : INFO : Epoch 1734 | loss: 0.0311449 | val_loss: 0.0311649 | Time: 1586.62 ms
[2021-10-09 18:35:34 main:574] : INFO : Epoch 1735 | loss: 0.0311462 | val_loss: 0.0311624 | Time: 1593.81 ms
[2021-10-09 18:35:35 main:574] : INFO : Epoch 1736 | loss: 0.0311453 | val_loss: 0.0311679 | Time: 1594.6 ms
[2021-10-09 18:35:37 main:574] : INFO : Epoch 1737 | loss: 0.0311443 | val_loss: 0.0311653 | Time: 1614.22 ms
[2021-10-09 18:35:39 main:574] : INFO : Epoch 1738 | loss: 0.0311457 | val_loss: 0.0311641 | Time: 1579.34 ms
[2021-10-09 18:35:40 main:574] : INFO : Epoch 1739 | loss: 0.0311447 | val_loss: 0.0311662 | Time: 1582.52 ms
[2021-10-09 18:35:42 main:574] : INFO : Epoch 1740 | loss: 0.0311437 | val_loss: 0.0311662 | Time: 1583.47 ms
[2021-10-09 18:35:43 main:574] : INFO : Epoch 1741 | loss: 0.0311434 | val_loss: 0.0311682 | Time: 1573.22 ms
[2021-10-09 18:35:45 main:574] : INFO : Epoch 1742 | loss: 0.0311438 | val_loss: 0.0311666 | Time: 1566.79 ms
[2021-10-09 18:35:47 main:574] : INFO : Epoch 1743 | loss: 0.0311433 | val_loss: 0.031165 | Time: 1608.05 ms
[2021-10-09 18:35:48 main:574] : INFO : Epoch 1744 | loss: 0.0311439 | val_loss: 0.0311682 | Time: 1567.73 ms
[2021-10-09 18:35:50 main:574] : INFO : Epoch 1745 | loss: 0.0311439 | val_loss: 0.0311698 | Time: 1595.06 ms
[2021-10-09 18:35:51 main:574] : INFO : Epoch 1746 | loss: 0.0311452 | val_loss: 0.0311649 | Time: 1588.93 ms
[2021-10-09 18:35:53 main:574] : INFO : Epoch 1747 | loss: 0.0311452 | val_loss: 0.0311659 | Time: 1576.68 ms
[2021-10-09 18:35:54 main:574] : INFO : Epoch 1748 | loss: 0.0311448 | val_loss: 0.0311661 | Time: 1575.73 ms
[2021-10-09 18:35:56 main:574] : INFO : Epoch 1749 | loss: 0.0311462 | val_loss: 0.0311642 | Time: 1596.99 ms
[2021-10-09 18:35:58 main:574] : INFO : Epoch 1750 | loss: 0.0311485 | val_loss: 0.031168 | Time: 1592.83 ms
[2021-10-09 18:35:59 main:574] : INFO : Epoch 1751 | loss: 0.0311522 | val_loss: 0.0311692 | Time: 1571.75 ms
[2021-10-09 18:36:01 main:574] : INFO : Epoch 1752 | loss: 0.0311514 | val_loss: 0.0311671 | Time: 1571.64 ms
[2021-10-09 18:36:02 main:574] : INFO : Epoch 1753 | loss: 0.0311493 | val_loss: 0.0311653 | Time: 1588.67 ms
[2021-10-09 18:36:04 main:574] : INFO : Epoch 1754 | loss: 0.0311474 | val_loss: 0.031167 | Time: 1611.56 ms
[2021-10-09 18:36:06 main:574] : INFO : Epoch 1755 | loss: 0.031147 | val_loss: 0.0311642 | Time: 1601.31 ms
[2021-10-09 18:36:07 main:574] : INFO : Epoch 1756 | loss: 0.0311453 | val_loss: 0.0311656 | Time: 1595.52 ms
[2021-10-09 18:36:09 main:574] : INFO : Epoch 1757 | loss: 0.0311451 | val_loss: 0.0311647 | Time: 1570.86 ms
[2021-10-09 18:36:10 main:574] : INFO : Epoch 1758 | loss: 0.0311463 | val_loss: 0.0311673 | Time: 1588.95 ms
[2021-10-09 18:36:12 main:574] : INFO : Epoch 1759 | loss: 0.0311466 | val_loss: 0.0311665 | Time: 1556.08 ms
[2021-10-09 18:36:14 main:574] : INFO : Epoch 1760 | loss: 0.0311429 | val_loss: 0.0311627 | Time: 1573.43 ms
[2021-10-09 18:36:15 main:574] : INFO : Epoch 1761 | loss: 0.0311464 | val_loss: 0.0311686 | Time: 1583.55 ms
[2021-10-09 18:36:17 main:574] : INFO : Epoch 1762 | loss: 0.0311452 | val_loss: 0.0311694 | Time: 1545.33 ms
[2021-10-09 18:36:18 main:574] : INFO : Epoch 1763 | loss: 0.0311485 | val_loss: 0.0311638 | Time: 1565.17 ms
[2021-10-09 18:36:20 main:574] : INFO : Epoch 1764 | loss: 0.0311486 | val_loss: 0.0311658 | Time: 1589.67 ms
[2021-10-09 18:36:21 main:574] : INFO : Epoch 1765 | loss: 0.0311479 | val_loss: 0.0311606 | Time: 1597.89 ms
[2021-10-09 18:36:23 main:574] : INFO : Epoch 1766 | loss: 0.0311462 | val_loss: 0.0311629 | Time: 1561.66 ms
[2021-10-09 18:36:25 main:574] : INFO : Epoch 1767 | loss: 0.0311454 | val_loss: 0.0311616 | Time: 1564.72 ms
[2021-10-09 18:36:26 main:574] : INFO : Epoch 1768 | loss: 0.0311466 | val_loss: 0.0311619 | Time: 1595.83 ms
[2021-10-09 18:36:28 main:574] : INFO : Epoch 1769 | loss: 0.0311469 | val_loss: 0.0311608 | Time: 1568.93 ms
[2021-10-09 18:36:29 main:574] : INFO : Epoch 1770 | loss: 0.0311442 | val_loss: 0.0311675 | Time: 1597.62 ms
[2021-10-09 18:36:31 main:574] : INFO : Epoch 1771 | loss: 0.0311448 | val_loss: 0.0311658 | Time: 1594.19 ms
[2021-10-09 18:36:33 main:574] : INFO : Epoch 1772 | loss: 0.0311437 | val_loss: 0.0311638 | Time: 1581.39 ms
[2021-10-09 18:36:34 main:574] : INFO : Epoch 1773 | loss: 0.0311432 | val_loss: 0.0311628 | Time: 1574.49 ms
[2021-10-09 18:36:36 main:574] : INFO : Epoch 1774 | loss: 0.0311491 | val_loss: 0.031164 | Time: 1559.62 ms
[2021-10-09 18:36:37 main:574] : INFO : Epoch 1775 | loss: 0.0311466 | val_loss: 0.0311675 | Time: 1609.96 ms
[2021-10-09 18:36:39 main:574] : INFO : Epoch 1776 | loss: 0.0311478 | val_loss: 0.0311646 | Time: 1591.7 ms
[2021-10-09 18:36:41 main:574] : INFO : Epoch 1777 | loss: 0.0311474 | val_loss: 0.0311635 | Time: 1589.41 ms
[2021-10-09 18:36:42 main:574] : INFO : Epoch 1778 | loss: 0.0311449 | val_loss: 0.0311635 | Time: 1581.65 ms
[2021-10-09 18:36:44 main:574] : INFO : Epoch 1779 | loss: 0.0311446 | val_loss: 0.0311633 | Time: 1591.04 ms
[2021-10-09 18:36:45 main:574] : INFO : Epoch 1780 | loss: 0.0311441 | val_loss: 0.0311645 | Time: 1570.4 ms
[2021-10-09 18:36:47 main:574] : INFO : Epoch 1781 | loss: 0.031144 | val_loss: 0.0311648 | Time: 1594.71 ms
[2021-10-09 18:36:48 main:574] : INFO : Epoch 1782 | loss: 0.0311465 | val_loss: 0.0311641 | Time: 1597.49 ms
[2021-10-09 18:36:50 main:574] : INFO : Epoch 1783 | loss: 0.031146 | val_loss: 0.0311746 | Time: 1590.29 ms
[2021-10-09 18:36:52 main:574] : INFO : Epoch 1784 | loss: 0.0311483 | val_loss: 0.0311648 | Time: 1604.22 ms
[2021-10-09 18:36:53 main:574] : INFO : Epoch 1785 | loss: 0.0311454 | val_loss: 0.0311638 | Time: 1590.22 ms
[2021-10-09 18:36:55 main:574] : INFO : Epoch 1786 | loss: 0.0311461 | val_loss: 0.0311626 | Time: 1555.4 ms
[2021-10-09 18:36:56 main:574] : INFO : Epoch 1787 | loss: 0.0311439 | val_loss: 0.0311655 | Time: 1553.84 ms
[2021-10-09 18:36:58 main:574] : INFO : Epoch 1788 | loss: 0.0311468 | val_loss: 0.0311671 | Time: 1562.77 ms
[2021-10-09 18:37:00 main:574] : INFO : Epoch 1789 | loss: 0.0311484 | val_loss: 0.0311639 | Time: 1589.24 ms
[2021-10-09 18:37:01 main:574] : INFO : Epoch 1790 | loss: 0.0311479 | val_loss: 0.0311682 | Time: 1573.22 ms
[2021-10-09 18:37:03 main:574] : INFO : Epoch 1791 | loss: 0.0311484 | val_loss: 0.0311669 | Time: 1609.98 ms
[2021-10-09 18:37:04 main:574] : INFO : Epoch 1792 | loss: 0.0311484 | val_loss: 0.0311647 | Time: 1583.3 ms
[2021-10-09 18:37:06 main:574] : INFO : Epoch 1793 | loss: 0.0311446 | val_loss: 0.0311618 | Time: 1550.79 ms
[2021-10-09 18:37:08 main:574] : INFO : Epoch 1794 | loss: 0.031143 | val_loss: 0.0311639 | Time: 1594.73 ms
[2021-10-09 18:37:09 main:574] : INFO : Epoch 1795 | loss: 0.0311443 | val_loss: 0.0311671 | Time: 1585.29 ms
[2021-10-09 18:37:11 main:574] : INFO : Epoch 1796 | loss: 0.0311452 | val_loss: 0.0311693 | Time: 1607.68 ms
[2021-10-09 18:37:12 main:574] : INFO : Epoch 1797 | loss: 0.0311436 | val_loss: 0.0311648 | Time: 1590.72 ms
[2021-10-09 18:37:14 main:574] : INFO : Epoch 1798 | loss: 0.0311449 | val_loss: 0.0311642 | Time: 1590.49 ms
[2021-10-09 18:37:15 main:574] : INFO : Epoch 1799 | loss: 0.0311447 | val_loss: 0.0311633 | Time: 1559.83 ms
[2021-10-09 18:37:17 main:574] : INFO : Epoch 1800 | loss: 0.0311441 | val_loss: 0.0311632 | Time: 1571.44 ms
[2021-10-09 18:37:19 main:574] : INFO : Epoch 1801 | loss: 0.0311438 | val_loss: 0.0311637 | Time: 1593.09 ms
[2021-10-09 18:37:20 main:574] : INFO : Epoch 1802 | loss: 0.0311447 | val_loss: 0.0311634 | Time: 1591.14 ms
[2021-10-09 18:37:22 main:574] : INFO : Epoch 1803 | loss: 0.0311444 | val_loss: 0.0311588 | Time: 1624.53 ms
[2021-10-09 18:37:24 main:574] : INFO : Epoch 1804 | loss: 0.0311411 | val_loss: 0.0311644 | Time: 1694.86 ms
[2021-10-09 18:37:25 main:574] : INFO : Epoch 1805 | loss: 0.0311443 | val_loss: 0.0311664 | Time: 1689.86 ms
[2021-10-09 18:37:27 main:574] : INFO : Epoch 1806 | loss: 0.0311431 | val_loss: 0.0311647 | Time: 1636.63 ms
[2021-10-09 18:37:29 main:574] : INFO : Epoch 1807 | loss: 0.0311449 | val_loss: 0.0311649 | Time: 1586.38 ms
[2021-10-09 18:37:30 main:574] : INFO : Epoch 1808 | loss: 0.031144 | val_loss: 0.0311691 | Time: 1597.92 ms
[2021-10-09 18:37:32 main:574] : INFO : Epoch 1809 | loss: 0.0311456 | val_loss: 0.0311651 | Time: 1591.31 ms
[2021-10-09 18:37:33 main:574] : INFO : Epoch 1810 | loss: 0.0311474 | val_loss: 0.031162 | Time: 1584.4 ms
[2021-10-09 18:37:35 main:574] : INFO : Epoch 1811 | loss: 0.0311456 | val_loss: 0.0311668 | Time: 1577.21 ms
[2021-10-09 18:37:37 main:574] : INFO : Epoch 1812 | loss: 0.0311474 | val_loss: 0.0311637 | Time: 1597.05 ms
[2021-10-09 18:37:38 main:574] : INFO : Epoch 1813 | loss: 0.0311432 | val_loss: 0.0311638 | Time: 1601.17 ms
[2021-10-09 18:37:40 main:574] : INFO : Epoch 1814 | loss: 0.0311419 | val_loss: 0.0311637 | Time: 1541.44 ms
[2021-10-09 18:37:41 main:574] : INFO : Epoch 1815 | loss: 0.0311418 | val_loss: 0.0311672 | Time: 1586.07 ms
[2021-10-09 18:37:43 main:574] : INFO : Epoch 1816 | loss: 0.0311448 | val_loss: 0.0311653 | Time: 1577.5 ms
[2021-10-09 18:37:44 main:574] : INFO : Epoch 1817 | loss: 0.0311474 | val_loss: 0.0311681 | Time: 1603.04 ms
[2021-10-09 18:37:46 main:574] : INFO : Epoch 1818 | loss: 0.0311459 | val_loss: 0.0311662 | Time: 1596.91 ms
[2021-10-09 18:37:48 main:574] : INFO : Epoch 1819 | loss: 0.0311442 | val_loss: 0.0311708 | Time: 1582.29 ms
[2021-10-09 18:37:49 main:574] : INFO : Epoch 1820 | loss: 0.0311451 | val_loss: 0.0311666 | Time: 1603.79 ms
[2021-10-09 18:37:51 main:574] : INFO : Epoch 1821 | loss: 0.0311461 | val_loss: 0.031164 | Time: 1582.98 ms
[2021-10-09 18:37:52 main:574] : INFO : Epoch 1822 | loss: 0.0311442 | val_loss: 0.0311638 | Time: 1578.76 ms
[2021-10-09 18:37:54 main:574] : INFO : Epoch 1823 | loss: 0.0311421 | val_loss: 0.031164 | Time: 1608.07 ms
[2021-10-09 18:37:56 main:574] : INFO : Epoch 1824 | loss: 0.0311442 | val_loss: 0.0311676 | Time: 1567.15 ms
[2021-10-09 18:37:57 main:574] : INFO : Epoch 1825 | loss: 0.0311436 | val_loss: 0.0311627 | Time: 1592.52 ms
[2021-10-09 18:37:59 main:574] : INFO : Epoch 1826 | loss: 0.0311426 | val_loss: 0.0311615 | Time: 1573.92 ms
[2021-10-09 18:38:00 main:574] : INFO : Epoch 1827 | loss: 0.0311419 | val_loss: 0.0311656 | Time: 1571.28 ms
[2021-10-09 18:38:02 main:574] : INFO : Epoch 1828 | loss: 0.0311453 | val_loss: 0.0311643 | Time: 1574.55 ms
[2021-10-09 18:38:04 main:574] : INFO : Epoch 1829 | loss: 0.0311428 | val_loss: 0.0311632 | Time: 1609.92 ms
[2021-10-09 18:38:05 main:574] : INFO : Epoch 1830 | loss: 0.0311469 | val_loss: 0.0311727 | Time: 1601.27 ms
[2021-10-09 18:38:07 main:574] : INFO : Epoch 1831 | loss: 0.0311619 | val_loss: 0.0311674 | Time: 1561.02 ms
[2021-10-09 18:38:08 main:574] : INFO : Epoch 1832 | loss: 0.0311578 | val_loss: 0.03117 | Time: 1620.08 ms
[2021-10-09 18:38:10 main:574] : INFO : Epoch 1833 | loss: 0.0311544 | val_loss: 0.0311713 | Time: 1610.52 ms
[2021-10-09 18:38:12 main:574] : INFO : Epoch 1834 | loss: 0.0311544 | val_loss: 0.0311665 | Time: 1609.2 ms
[2021-10-09 18:38:13 main:574] : INFO : Epoch 1835 | loss: 0.0311512 | val_loss: 0.0311671 | Time: 1594 ms
[2021-10-09 18:38:15 main:574] : INFO : Epoch 1836 | loss: 0.0311521 | val_loss: 0.0311691 | Time: 1575.35 ms
[2021-10-09 18:38:16 main:574] : INFO : Epoch 1837 | loss: 0.0311494 | val_loss: 0.0311637 | Time: 1601.31 ms
[2021-10-09 18:38:18 main:574] : INFO : Epoch 1838 | loss: 0.0311476 | val_loss: 0.0311653 | Time: 1569.88 ms
[2021-10-09 18:38:20 main:574] : INFO : Epoch 1839 | loss: 0.0311487 | val_loss: 0.0311704 | Time: 1568.8 ms
[2021-10-09 18:38:21 main:574] : INFO : Epoch 1840 | loss: 0.0311471 | val_loss: 0.031166 | Time: 1597.02 ms
[2021-10-09 18:38:23 main:574] : INFO : Epoch 1841 | loss: 0.0311483 | val_loss: 0.0311669 | Time: 1571.26 ms
[2021-10-09 18:38:24 main:574] : INFO : Epoch 1842 | loss: 0.03115 | val_loss: 0.0311662 | Time: 1564.39 ms
[2021-10-09 18:38:26 main:574] : INFO : Epoch 1843 | loss: 0.0311474 | val_loss: 0.0311635 | Time: 1557.4 ms
[2021-10-09 18:38:27 main:574] : INFO : Epoch 1844 | loss: 0.0311483 | val_loss: 0.0311633 | Time: 1583.95 ms
[2021-10-09 18:38:29 main:574] : INFO : Epoch 1845 | loss: 0.0311467 | val_loss: 0.03117 | Time: 1582.77 ms
[2021-10-09 18:38:31 main:574] : INFO : Epoch 1846 | loss: 0.0311466 | val_loss: 0.0311614 | Time: 1562.93 ms
[2021-10-09 18:38:32 main:574] : INFO : Epoch 1847 | loss: 0.0311481 | val_loss: 0.0311687 | Time: 1572.66 ms
[2021-10-09 18:38:34 main:574] : INFO : Epoch 1848 | loss: 0.0311469 | val_loss: 0.0311601 | Time: 1567.12 ms
[2021-10-09 18:38:35 main:574] : INFO : Epoch 1849 | loss: 0.0311465 | val_loss: 0.0311642 | Time: 1612.67 ms
[2021-10-09 18:38:37 main:574] : INFO : Epoch 1850 | loss: 0.0311467 | val_loss: 0.0311654 | Time: 1563.03 ms
[2021-10-09 18:38:39 main:574] : INFO : Epoch 1851 | loss: 0.0311443 | val_loss: 0.0311664 | Time: 1594.6 ms
[2021-10-09 18:38:40 main:574] : INFO : Epoch 1852 | loss: 0.031145 | val_loss: 0.0311712 | Time: 1606.96 ms
[2021-10-09 18:38:42 main:574] : INFO : Epoch 1853 | loss: 0.031143 | val_loss: 0.0311639 | Time: 1623.71 ms
[2021-10-09 18:38:43 main:574] : INFO : Epoch 1854 | loss: 0.0311439 | val_loss: 0.0311671 | Time: 1581.88 ms
[2021-10-09 18:38:45 main:574] : INFO : Epoch 1855 | loss: 0.0311484 | val_loss: 0.0311628 | Time: 1569.35 ms
[2021-10-09 18:38:47 main:574] : INFO : Epoch 1856 | loss: 0.0311506 | val_loss: 0.0311653 | Time: 1618.61 ms
[2021-10-09 18:38:48 main:574] : INFO : Epoch 1857 | loss: 0.0311467 | val_loss: 0.0311612 | Time: 1552.8 ms
[2021-10-09 18:38:50 main:574] : INFO : Epoch 1858 | loss: 0.0311435 | val_loss: 0.0311621 | Time: 1604.39 ms
[2021-10-09 18:38:51 main:574] : INFO : Epoch 1859 | loss: 0.0311435 | val_loss: 0.0311612 | Time: 1589.57 ms
[2021-10-09 18:38:53 main:574] : INFO : Epoch 1860 | loss: 0.0311484 | val_loss: 0.0311638 | Time: 1583.21 ms
[2021-10-09 18:38:55 main:574] : INFO : Epoch 1861 | loss: 0.0311484 | val_loss: 0.0311627 | Time: 1577.76 ms
[2021-10-09 18:38:56 main:574] : INFO : Epoch 1862 | loss: 0.0311443 | val_loss: 0.0311631 | Time: 1613.01 ms
[2021-10-09 18:38:58 main:574] : INFO : Epoch 1863 | loss: 0.0311452 | val_loss: 0.0311644 | Time: 1593.47 ms
[2021-10-09 18:38:59 main:574] : INFO : Epoch 1864 | loss: 0.0311486 | val_loss: 0.0311723 | Time: 1605.55 ms
[2021-10-09 18:39:01 main:574] : INFO : Epoch 1865 | loss: 0.0311484 | val_loss: 0.0311668 | Time: 1583.63 ms
[2021-10-09 18:39:03 main:574] : INFO : Epoch 1866 | loss: 0.0311431 | val_loss: 0.0311646 | Time: 1581.63 ms
[2021-10-09 18:39:04 main:574] : INFO : Epoch 1867 | loss: 0.0311419 | val_loss: 0.0311632 | Time: 1581.19 ms
[2021-10-09 18:39:06 main:574] : INFO : Epoch 1868 | loss: 0.0311405 | val_loss: 0.0311623 | Time: 1585.12 ms
[2021-10-09 18:39:07 main:574] : INFO : Epoch 1869 | loss: 0.0311399 | val_loss: 0.0311629 | Time: 1564.05 ms
[2021-10-09 18:39:09 main:574] : INFO : Epoch 1870 | loss: 0.031141 | val_loss: 0.0311586 | Time: 1571.91 ms
[2021-10-09 18:39:10 main:574] : INFO : Epoch 1871 | loss: 0.0311437 | val_loss: 0.0311621 | Time: 1564.68 ms
[2021-10-09 18:39:12 main:574] : INFO : Epoch 1872 | loss: 0.0311446 | val_loss: 0.0311709 | Time: 1548.15 ms
[2021-10-09 18:39:14 main:574] : INFO : Epoch 1873 | loss: 0.0311421 | val_loss: 0.0311597 | Time: 1564.54 ms
[2021-10-09 18:39:15 main:574] : INFO : Epoch 1874 | loss: 0.0311397 | val_loss: 0.0311625 | Time: 1582.54 ms
[2021-10-09 18:39:17 main:574] : INFO : Epoch 1875 | loss: 0.0311408 | val_loss: 0.0311607 | Time: 1579.32 ms
[2021-10-09 18:39:18 main:574] : INFO : Epoch 1876 | loss: 0.0311393 | val_loss: 0.0311656 | Time: 1656.66 ms
[2021-10-09 18:39:20 main:574] : INFO : Epoch 1877 | loss: 0.0311399 | val_loss: 0.0311617 | Time: 1579.2 ms
[2021-10-09 18:39:22 main:574] : INFO : Epoch 1878 | loss: 0.0311414 | val_loss: 0.0311637 | Time: 1542.46 ms
[2021-10-09 18:39:23 main:574] : INFO : Epoch 1879 | loss: 0.0311409 | val_loss: 0.0311642 | Time: 1598.46 ms
[2021-10-09 18:39:25 main:574] : INFO : Epoch 1880 | loss: 0.0311403 | val_loss: 0.0311615 | Time: 1570.08 ms
[2021-10-09 18:39:26 main:574] : INFO : Epoch 1881 | loss: 0.0311395 | val_loss: 0.0311624 | Time: 1575.09 ms
[2021-10-09 18:39:28 main:574] : INFO : Epoch 1882 | loss: 0.0311407 | val_loss: 0.0311712 | Time: 1589.2 ms
[2021-10-09 18:39:30 main:574] : INFO : Epoch 1883 | loss: 0.0311412 | val_loss: 0.0311653 | Time: 1608.93 ms
[2021-10-09 18:39:31 main:574] : INFO : Epoch 1884 | loss: 0.0311389 | val_loss: 0.0311673 | Time: 1589.26 ms
[2021-10-09 18:39:33 main:574] : INFO : Epoch 1885 | loss: 0.0311398 | val_loss: 0.0311634 | Time: 1555.92 ms
[2021-10-09 18:39:34 main:574] : INFO : Epoch 1886 | loss: 0.0311404 | val_loss: 0.0311614 | Time: 1581.53 ms
[2021-10-09 18:39:36 main:574] : INFO : Epoch 1887 | loss: 0.0311379 | val_loss: 0.0311633 | Time: 1609.51 ms
[2021-10-09 18:39:37 main:574] : INFO : Epoch 1888 | loss: 0.0311386 | val_loss: 0.0311695 | Time: 1582.19 ms
[2021-10-09 18:39:39 main:574] : INFO : Epoch 1889 | loss: 0.0311422 | val_loss: 0.031165 | Time: 1582.21 ms
[2021-10-09 18:39:41 main:574] : INFO : Epoch 1890 | loss: 0.0311387 | val_loss: 0.0311653 | Time: 1590.52 ms
[2021-10-09 18:39:42 main:574] : INFO : Epoch 1891 | loss: 0.0311383 | val_loss: 0.0311636 | Time: 1590.39 ms
[2021-10-09 18:39:44 main:574] : INFO : Epoch 1892 | loss: 0.0311383 | val_loss: 0.0311634 | Time: 1571.56 ms
[2021-10-09 18:39:45 main:574] : INFO : Epoch 1893 | loss: 0.031138 | val_loss: 0.0311625 | Time: 1594.94 ms
[2021-10-09 18:39:47 main:574] : INFO : Epoch 1894 | loss: 0.0311388 | val_loss: 0.0311635 | Time: 1639.32 ms
[2021-10-09 18:39:49 main:574] : INFO : Epoch 1895 | loss: 0.0311413 | val_loss: 0.0311628 | Time: 1596.99 ms
[2021-10-09 18:39:50 main:574] : INFO : Epoch 1896 | loss: 0.0311396 | val_loss: 0.0311614 | Time: 1606.04 ms
[2021-10-09 18:39:52 main:574] : INFO : Epoch 1897 | loss: 0.031138 | val_loss: 0.0311658 | Time: 1604.27 ms
[2021-10-09 18:39:54 main:574] : INFO : Epoch 1898 | loss: 0.0311388 | val_loss: 0.0311678 | Time: 1584.22 ms
[2021-10-09 18:39:55 main:574] : INFO : Epoch 1899 | loss: 0.0311432 | val_loss: 0.0311639 | Time: 1579.76 ms
[2021-10-09 18:39:57 main:574] : INFO : Epoch 1900 | loss: 0.0311381 | val_loss: 0.0311691 | Time: 1571.86 ms
[2021-10-09 18:39:58 main:574] : INFO : Epoch 1901 | loss: 0.0311443 | val_loss: 0.031168 | Time: 1584.79 ms
[2021-10-09 18:40:00 main:574] : INFO : Epoch 1902 | loss: 0.0311401 | val_loss: 0.0311636 | Time: 1600.14 ms
[2021-10-09 18:40:01 main:574] : INFO : Epoch 1903 | loss: 0.0311384 | val_loss: 0.0311634 | Time: 1579.41 ms
[2021-10-09 18:40:03 main:574] : INFO : Epoch 1904 | loss: 0.0311379 | val_loss: 0.0311622 | Time: 1598.16 ms
[2021-10-09 18:40:05 main:574] : INFO : Epoch 1905 | loss: 0.0311399 | val_loss: 0.0311649 | Time: 1584.96 ms
[2021-10-09 18:40:06 main:574] : INFO : Epoch 1906 | loss: 0.0311406 | val_loss: 0.0311622 | Time: 1591.59 ms
[2021-10-09 18:40:08 main:574] : INFO : Epoch 1907 | loss: 0.0311414 | val_loss: 0.0311642 | Time: 1611.9 ms
[2021-10-09 18:40:09 main:574] : INFO : Epoch 1908 | loss: 0.0311409 | val_loss: 0.0311649 | Time: 1571.9 ms
[2021-10-09 18:40:11 main:574] : INFO : Epoch 1909 | loss: 0.0311428 | val_loss: 0.031162 | Time: 1594.35 ms
[2021-10-09 18:40:13 main:574] : INFO : Epoch 1910 | loss: 0.0311423 | val_loss: 0.031162 | Time: 1616.41 ms
[2021-10-09 18:40:14 main:574] : INFO : Epoch 1911 | loss: 0.0311402 | val_loss: 0.0311624 | Time: 1565.59 ms
[2021-10-09 18:40:16 main:574] : INFO : Epoch 1912 | loss: 0.0311414 | val_loss: 0.0311615 | Time: 1574.01 ms
[2021-10-09 18:40:17 main:574] : INFO : Epoch 1913 | loss: 0.0311381 | val_loss: 0.0311593 | Time: 1574.24 ms
[2021-10-09 18:40:19 main:574] : INFO : Epoch 1914 | loss: 0.0311368 | val_loss: 0.0311637 | Time: 1596.59 ms
[2021-10-09 18:40:21 main:574] : INFO : Epoch 1915 | loss: 0.0311373 | val_loss: 0.0311598 | Time: 1596.63 ms
[2021-10-09 18:40:22 main:574] : INFO : Epoch 1916 | loss: 0.0311366 | val_loss: 0.0311637 | Time: 1599.5 ms
[2021-10-09 18:40:24 main:574] : INFO : Epoch 1917 | loss: 0.0311361 | val_loss: 0.0311741 | Time: 1573.18 ms
[2021-10-09 18:40:25 main:574] : INFO : Epoch 1918 | loss: 0.0311377 | val_loss: 0.0311711 | Time: 1569.07 ms
[2021-10-09 18:40:27 main:574] : INFO : Epoch 1919 | loss: 0.0311399 | val_loss: 0.0311668 | Time: 1600.64 ms
[2021-10-09 18:40:29 main:574] : INFO : Epoch 1920 | loss: 0.0311369 | val_loss: 0.0311635 | Time: 1590.11 ms
[2021-10-09 18:40:30 main:574] : INFO : Epoch 1921 | loss: 0.0311377 | val_loss: 0.0311642 | Time: 1580.58 ms
[2021-10-09 18:40:32 main:574] : INFO : Epoch 1922 | loss: 0.0311382 | val_loss: 0.0311701 | Time: 1619.81 ms
[2021-10-09 18:40:33 main:574] : INFO : Epoch 1923 | loss: 0.0311393 | val_loss: 0.0311671 | Time: 1577.67 ms
[2021-10-09 18:40:35 main:574] : INFO : Epoch 1924 | loss: 0.0311421 | val_loss: 0.0311751 | Time: 1593.62 ms
[2021-10-09 18:40:37 main:574] : INFO : Epoch 1925 | loss: 0.0311457 | val_loss: 0.0311702 | Time: 1586.51 ms
[2021-10-09 18:40:38 main:574] : INFO : Epoch 1926 | loss: 0.0311378 | val_loss: 0.0311635 | Time: 1588.31 ms
[2021-10-09 18:40:40 main:574] : INFO : Epoch 1927 | loss: 0.0311347 | val_loss: 0.0311622 | Time: 1581.69 ms
[2021-10-09 18:40:41 main:574] : INFO : Epoch 1928 | loss: 0.0311353 | val_loss: 0.0311659 | Time: 1572.12 ms
[2021-10-09 18:40:43 main:574] : INFO : Epoch 1929 | loss: 0.0311365 | val_loss: 0.0311631 | Time: 1574.18 ms
[2021-10-09 18:40:44 main:574] : INFO : Epoch 1930 | loss: 0.0311362 | val_loss: 0.0311651 | Time: 1569.07 ms
[2021-10-09 18:40:46 main:574] : INFO : Epoch 1931 | loss: 0.0311369 | val_loss: 0.0311725 | Time: 1607.39 ms
[2021-10-09 18:40:48 main:574] : INFO : Epoch 1932 | loss: 0.0311401 | val_loss: 0.0311727 | Time: 1539.69 ms
[2021-10-09 18:40:49 main:574] : INFO : Epoch 1933 | loss: 0.0311433 | val_loss: 0.0311685 | Time: 1591.96 ms
[2021-10-09 18:40:51 main:574] : INFO : Epoch 1934 | loss: 0.0311419 | val_loss: 0.0311698 | Time: 1586.1 ms
[2021-10-09 18:40:52 main:574] : INFO : Epoch 1935 | loss: 0.0311406 | val_loss: 0.0311651 | Time: 1567.7 ms
[2021-10-09 18:40:54 main:574] : INFO : Epoch 1936 | loss: 0.0311384 | val_loss: 0.0311678 | Time: 1558.48 ms
[2021-10-09 18:40:56 main:574] : INFO : Epoch 1937 | loss: 0.0311418 | val_loss: 0.0311669 | Time: 1605.62 ms
[2021-10-09 18:40:57 main:574] : INFO : Epoch 1938 | loss: 0.0311419 | val_loss: 0.031169 | Time: 1616.01 ms
[2021-10-09 18:40:59 main:574] : INFO : Epoch 1939 | loss: 0.0311392 | val_loss: 0.0311642 | Time: 1584.38 ms
[2021-10-09 18:41:00 main:574] : INFO : Epoch 1940 | loss: 0.0311387 | val_loss: 0.0311645 | Time: 1606.43 ms
[2021-10-09 18:41:02 main:574] : INFO : Epoch 1941 | loss: 0.0311368 | val_loss: 0.0311665 | Time: 1550.83 ms
[2021-10-09 18:41:04 main:574] : INFO : Epoch 1942 | loss: 0.0311383 | val_loss: 0.031166 | Time: 1573.09 ms
[2021-10-09 18:41:05 main:574] : INFO : Epoch 1943 | loss: 0.0311355 | val_loss: 0.0311668 | Time: 1604.18 ms
[2021-10-09 18:41:07 main:574] : INFO : Epoch 1944 | loss: 0.0311369 | val_loss: 0.0311722 | Time: 1576.46 ms
[2021-10-09 18:41:08 main:574] : INFO : Epoch 1945 | loss: 0.0311393 | val_loss: 0.0311665 | Time: 1582.6 ms
[2021-10-09 18:41:10 main:574] : INFO : Epoch 1946 | loss: 0.0311357 | val_loss: 0.0311686 | Time: 1600.69 ms
[2021-10-09 18:41:12 main:574] : INFO : Epoch 1947 | loss: 0.0311363 | val_loss: 0.0311705 | Time: 1585.47 ms
[2021-10-09 18:41:13 main:574] : INFO : Epoch 1948 | loss: 0.0311349 | val_loss: 0.0311713 | Time: 1590.54 ms
[2021-10-09 18:41:15 main:574] : INFO : Epoch 1949 | loss: 0.0311368 | val_loss: 0.031168 | Time: 1582.34 ms
[2021-10-09 18:41:16 main:574] : INFO : Epoch 1950 | loss: 0.031136 | val_loss: 0.0311691 | Time: 1609.73 ms
[2021-10-09 18:41:18 main:574] : INFO : Epoch 1951 | loss: 0.0311361 | val_loss: 0.0311681 | Time: 1591.71 ms
[2021-10-09 18:41:20 main:574] : INFO : Epoch 1952 | loss: 0.0311365 | val_loss: 0.0311717 | Time: 1589.41 ms
[2021-10-09 18:41:21 main:574] : INFO : Epoch 1953 | loss: 0.0311457 | val_loss: 0.0311732 | Time: 1578.87 ms
[2021-10-09 18:41:23 main:574] : INFO : Epoch 1954 | loss: 0.031147 | val_loss: 0.0311689 | Time: 1578.06 ms
[2021-10-09 18:41:24 main:574] : INFO : Epoch 1955 | loss: 0.0311418 | val_loss: 0.0311637 | Time: 1573.68 ms
[2021-10-09 18:41:26 main:574] : INFO : Epoch 1956 | loss: 0.0311383 | val_loss: 0.0311683 | Time: 1543.41 ms
[2021-10-09 18:41:27 main:574] : INFO : Epoch 1957 | loss: 0.031137 | val_loss: 0.0311661 | Time: 1579.94 ms
[2021-10-09 18:41:29 main:574] : INFO : Epoch 1958 | loss: 0.0311383 | val_loss: 0.031168 | Time: 1610.12 ms
[2021-10-09 18:41:31 main:574] : INFO : Epoch 1959 | loss: 0.0311382 | val_loss: 0.031165 | Time: 1579.27 ms
[2021-10-09 18:41:32 main:574] : INFO : Epoch 1960 | loss: 0.0311366 | val_loss: 0.0311647 | Time: 1590.49 ms
[2021-10-09 18:41:34 main:574] : INFO : Epoch 1961 | loss: 0.0311382 | val_loss: 0.0311723 | Time: 1579.2 ms
[2021-10-09 18:41:35 main:574] : INFO : Epoch 1962 | loss: 0.0311387 | val_loss: 0.0311672 | Time: 1606.02 ms
[2021-10-09 18:41:37 main:574] : INFO : Epoch 1963 | loss: 0.031136 | val_loss: 0.0311695 | Time: 1587.45 ms
[2021-10-09 18:41:39 main:574] : INFO : Epoch 1964 | loss: 0.0311351 | val_loss: 0.0311701 | Time: 1599.23 ms
[2021-10-09 18:41:40 main:574] : INFO : Epoch 1965 | loss: 0.0311353 | val_loss: 0.0311697 | Time: 1587.56 ms
[2021-10-09 18:41:42 main:574] : INFO : Epoch 1966 | loss: 0.0311352 | val_loss: 0.0311721 | Time: 1600.59 ms
[2021-10-09 18:41:43 main:574] : INFO : Epoch 1967 | loss: 0.0311339 | val_loss: 0.0311655 | Time: 1594.02 ms
[2021-10-09 18:41:45 main:574] : INFO : Epoch 1968 | loss: 0.0311366 | val_loss: 0.031171 | Time: 1550.8 ms
[2021-10-09 18:41:47 main:574] : INFO : Epoch 1969 | loss: 0.0311412 | val_loss: 0.0311679 | Time: 1637.8 ms
[2021-10-09 18:41:48 main:574] : INFO : Epoch 1970 | loss: 0.0311352 | val_loss: 0.0311682 | Time: 1599.45 ms
[2021-10-09 18:41:50 main:574] : INFO : Epoch 1971 | loss: 0.0311344 | val_loss: 0.0311661 | Time: 1581.08 ms
[2021-10-09 18:41:51 main:574] : INFO : Epoch 1972 | loss: 0.0311335 | val_loss: 0.0311693 | Time: 1617.59 ms
[2021-10-09 18:41:53 main:574] : INFO : Epoch 1973 | loss: 0.0311364 | val_loss: 0.0311708 | Time: 1610.55 ms
[2021-10-09 18:41:55 main:574] : INFO : Epoch 1974 | loss: 0.0311385 | val_loss: 0.0311696 | Time: 1615.06 ms
[2021-10-09 18:41:56 main:574] : INFO : Epoch 1975 | loss: 0.0311365 | val_loss: 0.031171 | Time: 1602.76 ms
[2021-10-09 18:41:58 main:574] : INFO : Epoch 1976 | loss: 0.0311363 | val_loss: 0.0311649 | Time: 1569.23 ms
[2021-10-09 18:41:59 main:574] : INFO : Epoch 1977 | loss: 0.0311377 | val_loss: 0.0311651 | Time: 1603.51 ms
[2021-10-09 18:42:01 main:574] : INFO : Epoch 1978 | loss: 0.0311368 | val_loss: 0.031167 | Time: 1566.06 ms
[2021-10-09 18:42:03 main:574] : INFO : Epoch 1979 | loss: 0.0311367 | val_loss: 0.0311661 | Time: 1574.89 ms
[2021-10-09 18:42:04 main:574] : INFO : Epoch 1980 | loss: 0.0311372 | val_loss: 0.0311744 | Time: 1594.41 ms
[2021-10-09 18:42:06 main:574] : INFO : Epoch 1981 | loss: 0.0311422 | val_loss: 0.0311835 | Time: 1597.76 ms
[2021-10-09 18:42:07 main:574] : INFO : Epoch 1982 | loss: 0.0311383 | val_loss: 0.0311684 | Time: 1572.11 ms
[2021-10-09 18:42:09 main:574] : INFO : Epoch 1983 | loss: 0.0311421 | val_loss: 0.0311689 | Time: 1595.09 ms
[2021-10-09 18:42:11 main:574] : INFO : Epoch 1984 | loss: 0.0311405 | val_loss: 0.0311702 | Time: 1605.73 ms
[2021-10-09 18:42:12 main:574] : INFO : Epoch 1985 | loss: 0.0311379 | val_loss: 0.0311681 | Time: 1600.15 ms
[2021-10-09 18:42:14 main:574] : INFO : Epoch 1986 | loss: 0.0311378 | val_loss: 0.0311768 | Time: 1575.55 ms
[2021-10-09 18:42:15 main:574] : INFO : Epoch 1987 | loss: 0.0311399 | val_loss: 0.031169 | Time: 1607.31 ms
[2021-10-09 18:42:17 main:574] : INFO : Epoch 1988 | loss: 0.031141 | val_loss: 0.0311696 | Time: 1595.74 ms
[2021-10-09 18:42:19 main:574] : INFO : Epoch 1989 | loss: 0.0311356 | val_loss: 0.0311654 | Time: 1584.55 ms
[2021-10-09 18:42:20 main:574] : INFO : Epoch 1990 | loss: 0.0311407 | val_loss: 0.0311715 | Time: 1606.25 ms
[2021-10-09 18:42:22 main:574] : INFO : Epoch 1991 | loss: 0.0311434 | val_loss: 0.0311755 | Time: 1588.44 ms
[2021-10-09 18:42:23 main:574] : INFO : Epoch 1992 | loss: 0.0311407 | val_loss: 0.031172 | Time: 1607.83 ms
[2021-10-09 18:42:25 main:574] : INFO : Epoch 1993 | loss: 0.0311357 | val_loss: 0.0311697 | Time: 1571.97 ms
[2021-10-09 18:42:27 main:574] : INFO : Epoch 1994 | loss: 0.0311343 | val_loss: 0.0311716 | Time: 1581.75 ms
[2021-10-09 18:42:28 main:574] : INFO : Epoch 1995 | loss: 0.0311331 | val_loss: 0.0311687 | Time: 1590.99 ms
[2021-10-09 18:42:30 main:574] : INFO : Epoch 1996 | loss: 0.0311336 | val_loss: 0.0311737 | Time: 1593.63 ms
[2021-10-09 18:42:31 main:574] : INFO : Epoch 1997 | loss: 0.0311371 | val_loss: 0.0311684 | Time: 1576.13 ms
[2021-10-09 18:42:33 main:574] : INFO : Epoch 1998 | loss: 0.0311355 | val_loss: 0.0311641 | Time: 1568.3 ms
[2021-10-09 18:42:35 main:574] : INFO : Epoch 1999 | loss: 0.0311337 | val_loss: 0.0311637 | Time: 1593.75 ms
[2021-10-09 18:42:36 main:574] : INFO : Epoch 2000 | loss: 0.0311342 | val_loss: 0.0311645 | Time: 1589.4 ms
[2021-10-09 18:42:38 main:574] : INFO : Epoch 2001 | loss: 0.031135 | val_loss: 0.0311607 | Time: 1589.35 ms
[2021-10-09 18:42:39 main:574] : INFO : Epoch 2002 | loss: 0.0311346 | val_loss: 0.0311662 | Time: 1538.65 ms
[2021-10-09 18:42:41 main:574] : INFO : Epoch 2003 | loss: 0.0311388 | val_loss: 0.0311655 | Time: 1604.39 ms
[2021-10-09 18:42:43 main:574] : INFO : Epoch 2004 | loss: 0.0311422 | val_loss: 0.0311674 | Time: 1581.62 ms
[2021-10-09 18:42:44 main:574] : INFO : Epoch 2005 | loss: 0.0311376 | val_loss: 0.0311639 | Time: 1578.14 ms
[2021-10-09 18:42:46 main:574] : INFO : Epoch 2006 | loss: 0.0311354 | val_loss: 0.0311725 | Time: 1586.21 ms
[2021-10-09 18:42:47 main:574] : INFO : Epoch 2007 | loss: 0.0311393 | val_loss: 0.0311701 | Time: 1594.64 ms
[2021-10-09 18:42:49 main:574] : INFO : Epoch 2008 | loss: 0.0311419 | val_loss: 0.0311727 | Time: 1577.14 ms
[2021-10-09 18:42:50 main:574] : INFO : Epoch 2009 | loss: 0.0311369 | val_loss: 0.0311645 | Time: 1558.01 ms
[2021-10-09 18:42:52 main:574] : INFO : Epoch 2010 | loss: 0.0311368 | val_loss: 0.0311644 | Time: 1601.67 ms
[2021-10-09 18:42:54 main:574] : INFO : Epoch 2011 | loss: 0.0311362 | val_loss: 0.031177 | Time: 1586.84 ms
[2021-10-09 18:42:55 main:574] : INFO : Epoch 2012 | loss: 0.0311388 | val_loss: 0.0311694 | Time: 1596.71 ms
[2021-10-09 18:42:57 main:574] : INFO : Epoch 2013 | loss: 0.0311393 | val_loss: 0.0311708 | Time: 1584.43 ms
[2021-10-09 18:42:58 main:574] : INFO : Epoch 2014 | loss: 0.0311364 | val_loss: 0.0311639 | Time: 1586.96 ms
[2021-10-09 18:43:00 main:574] : INFO : Epoch 2015 | loss: 0.0311369 | val_loss: 0.0311704 | Time: 1561.44 ms
[2021-10-09 18:43:02 main:574] : INFO : Epoch 2016 | loss: 0.0311384 | val_loss: 0.0311706 | Time: 1605.68 ms
[2021-10-09 18:43:03 main:574] : INFO : Epoch 2017 | loss: 0.0311392 | val_loss: 0.0311807 | Time: 1581.32 ms
[2021-10-09 18:43:05 main:574] : INFO : Epoch 2018 | loss: 0.031136 | val_loss: 0.0311709 | Time: 1590.6 ms
[2021-10-09 18:43:06 main:574] : INFO : Epoch 2019 | loss: 0.0311339 | val_loss: 0.031169 | Time: 1543.55 ms
[2021-10-09 18:43:08 main:574] : INFO : Epoch 2020 | loss: 0.031134 | val_loss: 0.0311726 | Time: 1556.02 ms
[2021-10-09 18:43:10 main:574] : INFO : Epoch 2021 | loss: 0.0311367 | val_loss: 0.0311752 | Time: 1596.29 ms
[2021-10-09 18:43:11 main:574] : INFO : Epoch 2022 | loss: 0.0311403 | val_loss: 0.0311728 | Time: 1595.25 ms
[2021-10-09 18:43:13 main:574] : INFO : Epoch 2023 | loss: 0.0311323 | val_loss: 0.0311669 | Time: 1589.37 ms
[2021-10-09 18:43:14 main:574] : INFO : Epoch 2024 | loss: 0.0311316 | val_loss: 0.0311651 | Time: 1571.52 ms
[2021-10-09 18:43:16 main:574] : INFO : Epoch 2025 | loss: 0.0311291 | val_loss: 0.0311697 | Time: 1589.15 ms
[2021-10-09 18:43:17 main:574] : INFO : Epoch 2026 | loss: 0.0311296 | val_loss: 0.0311709 | Time: 1592.53 ms
[2021-10-09 18:43:19 main:574] : INFO : Epoch 2027 | loss: 0.0311296 | val_loss: 0.0311683 | Time: 1583.71 ms
[2021-10-09 18:43:21 main:574] : INFO : Epoch 2028 | loss: 0.0311306 | val_loss: 0.0311711 | Time: 1581.46 ms
[2021-10-09 18:43:22 main:574] : INFO : Epoch 2029 | loss: 0.0311322 | val_loss: 0.0311701 | Time: 1581.04 ms
[2021-10-09 18:43:24 main:574] : INFO : Epoch 2030 | loss: 0.0311326 | val_loss: 0.0311642 | Time: 1577.54 ms
[2021-10-09 18:43:25 main:574] : INFO : Epoch 2031 | loss: 0.0311315 | val_loss: 0.0311687 | Time: 1570.01 ms
[2021-10-09 18:43:27 main:574] : INFO : Epoch 2032 | loss: 0.0311334 | val_loss: 0.0311688 | Time: 1585.44 ms
[2021-10-09 18:43:29 main:574] : INFO : Epoch 2033 | loss: 0.0311352 | val_loss: 0.0311712 | Time: 1579.1 ms
[2021-10-09 18:43:30 main:574] : INFO : Epoch 2034 | loss: 0.0311349 | val_loss: 0.0311702 | Time: 1585.4 ms
[2021-10-09 18:43:32 main:574] : INFO : Epoch 2035 | loss: 0.0311364 | val_loss: 0.031167 | Time: 1561.64 ms
[2021-10-09 18:43:33 main:574] : INFO : Epoch 2036 | loss: 0.0311351 | val_loss: 0.0311686 | Time: 1531.85 ms
[2021-10-09 18:43:35 main:574] : INFO : Epoch 2037 | loss: 0.0311324 | val_loss: 0.031177 | Time: 1586.52 ms
[2021-10-09 18:43:36 main:574] : INFO : Epoch 2038 | loss: 0.031138 | val_loss: 0.031167 | Time: 1586.92 ms
[2021-10-09 18:43:38 main:574] : INFO : Epoch 2039 | loss: 0.0311324 | val_loss: 0.0311683 | Time: 1566.75 ms
[2021-10-09 18:43:40 main:574] : INFO : Epoch 2040 | loss: 0.0311342 | val_loss: 0.031175 | Time: 1616.98 ms
[2021-10-09 18:43:41 main:574] : INFO : Epoch 2041 | loss: 0.0311352 | val_loss: 0.0311662 | Time: 1591.46 ms
[2021-10-09 18:43:43 main:574] : INFO : Epoch 2042 | loss: 0.0311334 | val_loss: 0.0311732 | Time: 1597.27 ms
[2021-10-09 18:43:44 main:574] : INFO : Epoch 2043 | loss: 0.0311325 | val_loss: 0.0311691 | Time: 1603.43 ms
[2021-10-09 18:43:46 main:574] : INFO : Epoch 2044 | loss: 0.0311347 | val_loss: 0.0311677 | Time: 1579.13 ms
[2021-10-09 18:43:48 main:574] : INFO : Epoch 2045 | loss: 0.0311314 | val_loss: 0.0311701 | Time: 1605.4 ms
[2021-10-09 18:43:49 main:574] : INFO : Epoch 2046 | loss: 0.0311302 | val_loss: 0.0311695 | Time: 1583.38 ms
[2021-10-09 18:43:51 main:574] : INFO : Epoch 2047 | loss: 0.0311325 | val_loss: 0.0311687 | Time: 1570.41 ms
[2021-10-09 18:43:52 main:574] : INFO : Epoch 2048 | loss: 0.0311336 | val_loss: 0.031168 | Time: 1597.11 ms
[2021-10-09 18:43:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031168
[2021-10-09 18:43:52 main:603] : INFO : Saving end state to config to file
[2021-10-09 18:43:52 main:608] : INFO : Success, exiting..
18:43:53 (2952): 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)