Task 7563676
| Name | ParityModified-1631726149-12317-1_3 |
| Workunit | 5058964 |
| Created | 24 Sep 2021, 11:10:07 UTC |
| Sent | 24 Sep 2021, 12:13:01 UTC |
| Report deadline | 1 Oct 2021, 12:13:01 UTC |
| Received | 25 Sep 2021, 3:03:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 55 min 14 sec |
| CPU time | 54 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 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> 574] : INFO : Epoch 1542 | loss: 0.0311652 | val_loss: 0.0311714 | Time: 1618.89 ms [2021-09-24 22:44:25 main:574] : INFO : Epoch 1543 | loss: 0.0311643 | val_loss: 0.0311718 | Time: 1587.23 ms [2021-09-24 22:44:26 main:574] : INFO : Epoch 1544 | loss: 0.0311652 | val_loss: 0.0311724 | Time: 1593.17 ms [2021-09-24 22:44:28 main:574] : INFO : Epoch 1545 | loss: 0.0311651 | val_loss: 0.0311711 | Time: 1600.46 ms [2021-09-24 22:44:29 main:574] : INFO : Epoch 1546 | loss: 0.0311644 | val_loss: 0.0311737 | Time: 1600.57 ms [2021-09-24 22:44:31 main:574] : INFO : Epoch 1547 | loss: 0.0311702 | val_loss: 0.0311863 | Time: 1605.9 ms [2021-09-24 22:44:33 main:574] : INFO : Epoch 1548 | loss: 0.0311705 | val_loss: 0.0311835 | Time: 1601.85 ms [2021-09-24 22:44:34 main:574] : INFO : Epoch 1549 | loss: 0.0311649 | val_loss: 0.0311722 | Time: 1604.9 ms [2021-09-24 22:44:36 main:574] : INFO : Epoch 1550 | loss: 0.0311639 | val_loss: 0.0311717 | Time: 1575.07 ms [2021-09-24 22:44:37 main:574] : INFO : Epoch 1551 | loss: 0.0311633 | val_loss: 0.0311739 | Time: 1581.66 ms [2021-09-24 22:44:39 main:574] : INFO : Epoch 1552 | loss: 0.0311639 | val_loss: 0.031175 | Time: 1592.71 ms [2021-09-24 22:44:41 main:574] : INFO : Epoch 1553 | loss: 0.0311643 | val_loss: 0.0311712 | Time: 1589.56 ms [2021-09-24 22:44:42 main:574] : INFO : Epoch 1554 | loss: 0.0311634 | val_loss: 0.0311726 | Time: 1625.52 ms [2021-09-24 22:44:44 main:574] : INFO : Epoch 1555 | loss: 0.031164 | val_loss: 0.0311756 | Time: 1571.76 ms [2021-09-24 22:44:45 main:574] : INFO : Epoch 1556 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 1589.22 ms [2021-09-24 22:44:47 main:574] : INFO : Epoch 1557 | loss: 0.0311643 | val_loss: 0.0311718 | Time: 1612.66 ms [2021-09-24 22:44:49 main:574] : INFO : Epoch 1558 | loss: 0.0311638 | val_loss: 0.0311716 | Time: 1582.89 ms [2021-09-24 22:44:50 main:574] : INFO : Epoch 1559 | loss: 0.0311648 | val_loss: 0.0311736 | Time: 1591.08 ms [2021-09-24 22:44:52 main:574] : INFO : Epoch 1560 | loss: 0.0311657 | val_loss: 0.0311742 | Time: 1592.46 ms [2021-09-24 22:44:53 main:574] : INFO : Epoch 1561 | loss: 0.0311646 | val_loss: 0.0311714 | Time: 1582.4 ms [2021-09-24 22:44:55 main:574] : INFO : Epoch 1562 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 1594.67 ms [2021-09-24 22:44:57 main:574] : INFO : Epoch 1563 | loss: 0.0311633 | val_loss: 0.031171 | Time: 1612.67 ms [2021-09-24 22:44:58 main:574] : INFO : Epoch 1564 | loss: 0.0311643 | val_loss: 0.0311704 | Time: 1572.04 ms [2021-09-24 22:45:00 main:574] : INFO : Epoch 1565 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 1612.43 ms [2021-09-24 22:45:01 main:574] : INFO : Epoch 1566 | loss: 0.0311612 | val_loss: 0.0311702 | Time: 1612.52 ms [2021-09-24 22:45:03 main:574] : INFO : Epoch 1567 | loss: 0.0311623 | val_loss: 0.0311736 | Time: 1594.84 ms [2021-09-24 22:45:05 main:574] : INFO : Epoch 1568 | loss: 0.0311624 | val_loss: 0.0311702 | Time: 1615.89 ms [2021-09-24 22:45:06 main:574] : INFO : Epoch 1569 | loss: 0.0311625 | val_loss: 0.0311745 | Time: 1604.2 ms [2021-09-24 22:45:08 main:574] : INFO : Epoch 1570 | loss: 0.0311631 | val_loss: 0.0311709 | Time: 1622.32 ms [2021-09-24 22:45:10 main:574] : INFO : Epoch 1571 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 1565.63 ms [2021-09-24 22:45:11 main:574] : INFO : Epoch 1572 | loss: 0.0311651 | val_loss: 0.0311716 | Time: 1589.98 ms [2021-09-24 22:45:13 main:574] : INFO : Epoch 1573 | loss: 0.0311628 | val_loss: 0.0311677 | Time: 1593.47 ms [2021-09-24 22:45:14 main:574] : INFO : Epoch 1574 | loss: 0.0311625 | val_loss: 0.0311669 | Time: 1585.55 ms [2021-09-24 22:45:16 main:574] : INFO : Epoch 1575 | loss: 0.0311627 | val_loss: 0.0311687 | Time: 1597.12 ms [2021-09-24 22:45:18 main:574] : INFO : Epoch 1576 | loss: 0.0311607 | val_loss: 0.0311702 | Time: 1618.93 ms [2021-09-24 22:45:19 main:574] : INFO : Epoch 1577 | loss: 0.0311611 | val_loss: 0.0311658 | Time: 1579.59 ms [2021-09-24 22:45:21 main:574] : INFO : Epoch 1578 | loss: 0.0311667 | val_loss: 0.0311698 | Time: 1603.64 ms [2021-09-24 22:45:22 main:574] : INFO : Epoch 1579 | loss: 0.0311596 | val_loss: 0.0311691 | Time: 1590.07 ms [2021-09-24 22:45:24 main:574] : INFO : Epoch 1580 | loss: 0.0311616 | val_loss: 0.0311699 | Time: 1608.08 ms [2021-09-24 22:45:26 main:574] : INFO : Epoch 1581 | loss: 0.0311636 | val_loss: 0.03117 | Time: 1644 ms [2021-09-24 22:45:27 main:574] : INFO : Epoch 1582 | loss: 0.031164 | val_loss: 0.0311728 | Time: 1628.08 ms [2021-09-24 22:45:29 main:574] : INFO : Epoch 1583 | loss: 0.0311637 | val_loss: 0.0311689 | Time: 1604.04 ms [2021-09-24 22:45:30 main:574] : INFO : Epoch 1584 | loss: 0.0311613 | val_loss: 0.0311688 | Time: 1612.56 ms [2021-09-24 22:45:32 main:574] : INFO : Epoch 1585 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 1578.41 ms [2021-09-24 22:45:34 main:574] : INFO : Epoch 1586 | loss: 0.0311607 | val_loss: 0.0311742 | Time: 1583.96 ms [2021-09-24 22:45:35 main:574] : INFO : Epoch 1587 | loss: 0.0311614 | val_loss: 0.0311708 | Time: 1606.91 ms [2021-09-24 22:45:37 main:574] : INFO : Epoch 1588 | loss: 0.0311585 | val_loss: 0.0311707 | Time: 1622.96 ms [2021-09-24 22:45:39 main:574] : INFO : Epoch 1589 | loss: 0.03116 | val_loss: 0.0311681 | Time: 1617.71 ms [2021-09-24 22:45:40 main:574] : INFO : Epoch 1590 | loss: 0.0311598 | val_loss: 0.0311689 | Time: 1610.78 ms [2021-09-24 22:45:42 main:574] : INFO : Epoch 1591 | loss: 0.0311594 | val_loss: 0.0311675 | Time: 1629.81 ms [2021-09-24 22:45:43 main:574] : INFO : Epoch 1592 | loss: 0.0311597 | val_loss: 0.0311678 | Time: 1567.43 ms [2021-09-24 22:45:45 main:574] : INFO : Epoch 1593 | loss: 0.0311587 | val_loss: 0.0311691 | Time: 1577.28 ms [2021-09-24 22:45:47 main:574] : INFO : Epoch 1594 | loss: 0.0311589 | val_loss: 0.0311675 | Time: 1605.12 ms [2021-09-24 22:45:48 main:574] : INFO : Epoch 1595 | loss: 0.0311574 | val_loss: 0.031169 | Time: 1606.04 ms [2021-09-24 22:45:50 main:574] : INFO : Epoch 1596 | loss: 0.0311574 | val_loss: 0.0311695 | Time: 1610.17 ms [2021-09-24 22:45:51 main:574] : INFO : Epoch 1597 | loss: 0.0311581 | val_loss: 0.0311672 | Time: 1562.06 ms [2021-09-24 22:45:53 main:574] : INFO : Epoch 1598 | loss: 0.0311575 | val_loss: 0.0311657 | Time: 1607.14 ms [2021-09-24 22:45:55 main:574] : INFO : Epoch 1599 | loss: 0.0311585 | val_loss: 0.0311665 | Time: 1606.03 ms [2021-09-24 22:45:56 main:574] : INFO : Epoch 1600 | loss: 0.031157 | val_loss: 0.0311717 | Time: 1575.64 ms [2021-09-24 22:45:58 main:574] : INFO : Epoch 1601 | loss: 0.0311569 | val_loss: 0.0311654 | Time: 1608.67 ms [2021-09-24 22:45:59 main:574] : INFO : Epoch 1602 | loss: 0.0311555 | val_loss: 0.0311658 | Time: 1603.47 ms [2021-09-24 22:46:01 main:574] : INFO : Epoch 1603 | loss: 0.0311556 | val_loss: 0.0311649 | Time: 1641.4 ms [2021-09-24 22:46:03 main:574] : INFO : Epoch 1604 | loss: 0.0311557 | val_loss: 0.0311641 | Time: 1604.88 ms [2021-09-24 22:46:04 main:574] : INFO : Epoch 1605 | loss: 0.0311554 | val_loss: 0.0311684 | Time: 1572.1 ms [2021-09-24 22:46:06 main:574] : INFO : Epoch 1606 | loss: 0.0311555 | val_loss: 0.0311666 | Time: 1590.74 ms [2021-09-24 22:46:07 main:574] : INFO : Epoch 1607 | loss: 0.0311552 | val_loss: 0.0311703 | Time: 1626.28 ms [2021-09-24 22:46:09 main:574] : INFO : Epoch 1608 | loss: 0.0311542 | val_loss: 0.0311674 | Time: 1567.77 ms [2021-09-24 22:46:11 main:574] : INFO : Epoch 1609 | loss: 0.0311553 | val_loss: 0.0311673 | Time: 1577.32 ms [2021-09-24 22:46:12 main:574] : INFO : Epoch 1610 | loss: 0.0311561 | val_loss: 0.0311692 | Time: 1629.66 ms [2021-09-24 22:46:14 main:574] : INFO : Epoch 1611 | loss: 0.0311536 | val_loss: 0.031167 | Time: 1583.87 ms [2021-09-24 22:46:15 main:574] : INFO : Epoch 1612 | loss: 0.0311536 | val_loss: 0.0311691 | Time: 1592.4 ms [2021-09-24 22:46:17 main:574] : INFO : Epoch 1613 | loss: 0.0311538 | val_loss: 0.0311715 | Time: 1637.09 ms [2021-09-24 22:46:19 main:574] : INFO : Epoch 1614 | loss: 0.0311557 | val_loss: 0.0311696 | Time: 1616.97 ms [2021-09-24 22:46:20 main:574] : INFO : Epoch 1615 | loss: 0.031155 | val_loss: 0.0311679 | Time: 1605.62 ms [2021-09-24 22:46:22 main:574] : INFO : Epoch 1616 | loss: 0.0311542 | val_loss: 0.0311664 | Time: 1579.6 ms [2021-09-24 22:46:24 main:574] : INFO : Epoch 1617 | loss: 0.0311561 | val_loss: 0.0311713 | Time: 1622.65 ms [2021-09-24 22:46:25 main:574] : INFO : Epoch 1618 | loss: 0.0311585 | val_loss: 0.0311699 | Time: 1565.68 ms [2021-09-24 22:46:27 main:574] : INFO : Epoch 1619 | loss: 0.0311556 | val_loss: 0.0311688 | Time: 1575.87 ms [2021-09-24 22:46:28 main:574] : INFO : Epoch 1620 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 1605.84 ms [2021-09-24 22:46:30 main:574] : INFO : Epoch 1621 | loss: 0.0311542 | val_loss: 0.031167 | Time: 1594.88 ms [2021-09-24 22:46:31 main:574] : INFO : Epoch 1622 | loss: 0.0311572 | val_loss: 0.0311676 | Time: 1590.86 ms [2021-09-24 22:46:33 main:574] : INFO : Epoch 1623 | loss: 0.0311779 | val_loss: 0.0312085 | Time: 1579.49 ms [2021-09-24 22:46:35 main:574] : INFO : Epoch 1624 | loss: 0.0312167 | val_loss: 0.0312138 | Time: 1583.96 ms [2021-09-24 22:46:36 main:574] : INFO : Epoch 1625 | loss: 0.0312145 | val_loss: 0.0312092 | Time: 1600.68 ms [2021-09-24 22:46:38 main:574] : INFO : Epoch 1626 | loss: 0.0312112 | val_loss: 0.0312076 | Time: 1613.49 ms [2021-09-24 22:46:40 main:574] : INFO : Epoch 1627 | loss: 0.0312095 | val_loss: 0.0312059 | Time: 1626.05 ms [2021-09-24 22:46:41 main:574] : INFO : Epoch 1628 | loss: 0.0312072 | val_loss: 0.031204 | Time: 1606.86 ms [2021-09-24 22:46:43 main:574] : INFO : Epoch 1629 | loss: 0.031205 | val_loss: 0.0312038 | Time: 1574.01 ms [2021-09-24 22:46:44 main:574] : INFO : Epoch 1630 | loss: 0.0312035 | val_loss: 0.0312008 | Time: 1612.01 ms [2021-09-24 22:46:46 main:574] : INFO : Epoch 1631 | loss: 0.0312003 | val_loss: 0.0311999 | Time: 1630.56 ms [2021-09-24 22:46:48 main:574] : INFO : Epoch 1632 | loss: 0.031199 | val_loss: 0.0312004 | Time: 1602.06 ms [2021-09-24 22:46:49 main:574] : INFO : Epoch 1633 | loss: 0.031197 | val_loss: 0.0311986 | Time: 1590.66 ms [2021-09-24 22:46:51 main:574] : INFO : Epoch 1634 | loss: 0.0311938 | val_loss: 0.0311941 | Time: 1593.15 ms [2021-09-24 22:46:52 main:574] : INFO : Epoch 1635 | loss: 0.0311925 | val_loss: 0.0311922 | Time: 1568.66 ms [2021-09-24 22:46:54 main:574] : INFO : Epoch 1636 | loss: 0.0311931 | val_loss: 0.0311922 | Time: 1613.65 ms [2021-09-24 22:46:56 main:574] : INFO : Epoch 1637 | loss: 0.0311895 | val_loss: 0.0311908 | Time: 1596.66 ms [2021-09-24 22:46:57 main:574] : INFO : Epoch 1638 | loss: 0.0311892 | val_loss: 0.0311897 | Time: 1626.81 ms [2021-09-24 22:46:59 main:574] : INFO : Epoch 1639 | loss: 0.0311871 | val_loss: 0.0311909 | Time: 1599.51 ms [2021-09-24 22:47:00 main:574] : INFO : Epoch 1640 | loss: 0.0311877 | val_loss: 0.0311892 | Time: 1579.97 ms [2021-09-24 22:47:02 main:574] : INFO : Epoch 1641 | loss: 0.0311891 | val_loss: 0.0311888 | Time: 1588.01 ms [2021-09-24 22:47:04 main:574] : INFO : Epoch 1642 | loss: 0.0311858 | val_loss: 0.0311896 | Time: 1590.57 ms [2021-09-24 22:47:05 main:574] : INFO : Epoch 1643 | loss: 0.0311858 | val_loss: 0.0311984 | Time: 1586.22 ms [2021-09-24 22:47:07 main:574] : INFO : Epoch 1644 | loss: 0.0311861 | val_loss: 0.0311903 | Time: 1607.57 ms [2021-09-24 22:47:08 main:574] : INFO : Epoch 1645 | loss: 0.0311848 | val_loss: 0.0311878 | Time: 1598.44 ms [2021-09-24 22:47:10 main:574] : INFO : Epoch 1646 | loss: 0.0311837 | val_loss: 0.0311868 | Time: 1585.45 ms [2021-09-24 22:47:12 main:574] : INFO : Epoch 1647 | loss: 0.0311816 | val_loss: 0.0311876 | Time: 1573.86 ms [2021-09-24 22:47:13 main:574] : INFO : Epoch 1648 | loss: 0.0311816 | val_loss: 0.0311881 | Time: 1560.76 ms [2021-09-24 22:47:15 main:574] : INFO : Epoch 1649 | loss: 0.0311814 | val_loss: 0.0311852 | Time: 1565.33 ms [2021-09-24 22:47:16 main:574] : INFO : Epoch 1650 | loss: 0.0311802 | val_loss: 0.0311851 | Time: 1610.65 ms [2021-09-24 22:47:18 main:574] : INFO : Epoch 1651 | loss: 0.0311844 | val_loss: 0.0311855 | Time: 1608.7 ms [2021-09-24 22:47:20 main:574] : INFO : Epoch 1652 | loss: 0.0311818 | val_loss: 0.0311865 | Time: 1592.78 ms [2021-09-24 22:47:21 main:574] : INFO : Epoch 1653 | loss: 0.0311782 | val_loss: 0.0311866 | Time: 1587.24 ms [2021-09-24 22:47:23 main:574] : INFO : Epoch 1654 | loss: 0.0311786 | val_loss: 0.0311924 | Time: 1597.09 ms [2021-09-24 22:47:24 main:574] : INFO : Epoch 1655 | loss: 0.0311798 | val_loss: 0.0311875 | Time: 1584.44 ms [2021-09-24 22:47:26 main:574] : INFO : Epoch 1656 | loss: 0.031179 | val_loss: 0.0311892 | Time: 1601.21 ms [2021-09-24 22:47:27 main:574] : INFO : Epoch 1657 | loss: 0.0311793 | val_loss: 0.0311854 | Time: 1547.14 ms [2021-09-24 22:47:29 main:574] : INFO : Epoch 1658 | loss: 0.0311783 | val_loss: 0.0311847 | Time: 1585.81 ms [2021-09-24 22:47:31 main:574] : INFO : Epoch 1659 | loss: 0.0311772 | val_loss: 0.0311848 | Time: 1583.32 ms [2021-09-24 22:47:32 main:574] : INFO : Epoch 1660 | loss: 0.0311786 | val_loss: 0.0311824 | Time: 1562.64 ms [2021-09-24 22:47:34 main:574] : INFO : Epoch 1661 | loss: 0.0311768 | val_loss: 0.0311866 | Time: 1590.8 ms [2021-09-24 22:47:35 main:574] : INFO : Epoch 1662 | loss: 0.0311774 | val_loss: 0.0311821 | Time: 1602.74 ms [2021-09-24 22:47:37 main:574] : INFO : Epoch 1663 | loss: 0.0311799 | val_loss: 0.0311903 | Time: 1585.39 ms [2021-09-24 22:47:39 main:574] : INFO : Epoch 1664 | loss: 0.0311812 | val_loss: 0.031182 | Time: 1590.11 ms [2021-09-24 22:47:40 main:574] : INFO : Epoch 1665 | loss: 0.0311763 | val_loss: 0.0311848 | Time: 1596.67 ms [2021-09-24 22:47:42 main:574] : INFO : Epoch 1666 | loss: 0.0311766 | val_loss: 0.0311811 | Time: 1598.03 ms [2021-09-24 22:47:43 main:574] : INFO : Epoch 1667 | loss: 0.0311768 | val_loss: 0.0311812 | Time: 1601.79 ms [2021-09-24 22:47:45 main:574] : INFO : Epoch 1668 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 1590.01 ms [2021-09-24 22:47:47 main:574] : INFO : Epoch 1669 | loss: 0.0311743 | val_loss: 0.0311842 | Time: 1585.1 ms [2021-09-24 22:47:48 main:574] : INFO : Epoch 1670 | loss: 0.0311762 | val_loss: 0.0311817 | Time: 1606.8 ms [2021-09-24 22:47:50 main:574] : INFO : Epoch 1671 | loss: 0.0311735 | val_loss: 0.031182 | Time: 1579.26 ms [2021-09-24 22:47:51 main:574] : INFO : Epoch 1672 | loss: 0.0311745 | val_loss: 0.0311811 | Time: 1579.97 ms [2021-09-24 22:47:53 main:574] : INFO : Epoch 1673 | loss: 0.0311743 | val_loss: 0.0311944 | Time: 1620.63 ms [2021-09-24 22:47:55 main:574] : INFO : Epoch 1674 | loss: 0.03118 | val_loss: 0.0311828 | Time: 1622.82 ms [2021-09-24 22:47:56 main:574] : INFO : Epoch 1675 | loss: 0.0311799 | val_loss: 0.0311842 | Time: 1559.68 ms [2021-09-24 22:47:58 main:574] : INFO : Epoch 1676 | loss: 0.0311786 | val_loss: 0.03118 | Time: 1580.77 ms [2021-09-24 22:47:59 main:574] : INFO : Epoch 1677 | loss: 0.0311789 | val_loss: 0.0311801 | Time: 1586.1 ms [2021-09-24 22:48:01 main:574] : INFO : Epoch 1678 | loss: 0.0311813 | val_loss: 0.0311823 | Time: 1570.64 ms [2021-09-24 22:48:03 main:574] : INFO : Epoch 1679 | loss: 0.0311815 | val_loss: 0.031184 | Time: 1562.29 ms [2021-09-24 22:48:04 main:574] : INFO : Epoch 1680 | loss: 0.0311814 | val_loss: 0.0311962 | Time: 1590.19 ms [2021-09-24 22:48:06 main:574] : INFO : Epoch 1681 | loss: 0.0311822 | val_loss: 0.0311773 | Time: 1613.8 ms [2021-09-24 22:48:07 main:574] : INFO : Epoch 1682 | loss: 0.0311822 | val_loss: 0.031181 | Time: 1566.01 ms [2021-09-24 22:48:09 main:574] : INFO : Epoch 1683 | loss: 0.0311937 | val_loss: 0.0312002 | Time: 1600.93 ms [2021-09-24 22:48:11 main:574] : INFO : Epoch 1684 | loss: 0.0316102 | val_loss: 0.0326475 | Time: 1591.39 ms [2021-09-24 22:48:12 main:574] : INFO : Epoch 1685 | loss: 0.0315585 | val_loss: 0.0312668 | Time: 1612.8 ms [2021-09-24 22:48:14 main:574] : INFO : Epoch 1686 | loss: 0.0312419 | val_loss: 0.0312037 | Time: 1626.08 ms [2021-09-24 22:48:15 main:574] : INFO : Epoch 1687 | loss: 0.0311918 | val_loss: 0.0311867 | Time: 1578.86 ms [2021-09-24 22:48:17 main:574] : INFO : Epoch 1688 | loss: 0.0311833 | val_loss: 0.0311797 | Time: 1572.76 ms [2021-09-24 22:48:19 main:574] : INFO : Epoch 1689 | loss: 0.0311802 | val_loss: 0.0311788 | Time: 1566.92 ms [2021-09-24 22:48:20 main:574] : INFO : Epoch 1690 | loss: 0.0311798 | val_loss: 0.0311824 | Time: 1621.15 ms [2021-09-24 22:48:22 main:574] : INFO : Epoch 1691 | loss: 0.0311755 | val_loss: 0.0311785 | Time: 1606 ms [2021-09-24 22:48:23 main:574] : INFO : Epoch 1692 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 1574.69 ms [2021-09-24 22:48:25 main:574] : INFO : Epoch 1693 | loss: 0.0311778 | val_loss: 0.0311887 | Time: 1570.98 ms [2021-09-24 22:48:27 main:574] : INFO : Epoch 1694 | loss: 0.0311786 | val_loss: 0.0311803 | Time: 1632.65 ms [2021-09-24 22:48:28 main:574] : INFO : Epoch 1695 | loss: 0.0311733 | val_loss: 0.0311758 | Time: 1625.37 ms [2021-09-24 22:48:30 main:574] : INFO : Epoch 1696 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 1575 ms [2021-09-24 22:48:31 main:574] : INFO : Epoch 1697 | loss: 0.0311693 | val_loss: 0.0311751 | Time: 1598.12 ms [2021-09-24 22:48:33 main:574] : INFO : Epoch 1698 | loss: 0.0311687 | val_loss: 0.0311821 | Time: 1599.15 ms [2021-09-24 22:48:35 main:574] : INFO : Epoch 1699 | loss: 0.0311691 | val_loss: 0.0311757 | Time: 1589.73 ms [2021-09-24 22:48:36 main:574] : INFO : Epoch 1700 | loss: 0.0311674 | val_loss: 0.0311767 | Time: 1591.6 ms [2021-09-24 22:48:38 main:574] : INFO : Epoch 1701 | loss: 0.0311684 | val_loss: 0.0311732 | Time: 1589.68 ms [2021-09-24 22:48:39 main:574] : INFO : Epoch 1702 | loss: 0.0311674 | val_loss: 0.031174 | Time: 1632.07 ms [2021-09-24 22:48:41 main:574] : INFO : Epoch 1703 | loss: 0.0311675 | val_loss: 0.0311737 | Time: 1600.57 ms [2021-09-24 22:48:43 main:574] : INFO : Epoch 1704 | loss: 0.0311674 | val_loss: 0.0311729 | Time: 1589.54 ms [2021-09-24 22:48:44 main:574] : INFO : Epoch 1705 | loss: 0.0311663 | val_loss: 0.0311756 | Time: 1577.72 ms [2021-09-24 22:48:46 main:574] : INFO : Epoch 1706 | loss: 0.0311676 | val_loss: 0.0311754 | Time: 1597.79 ms [2021-09-24 22:48:47 main:574] : INFO : Epoch 1707 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 1612.12 ms [2021-09-24 22:48:49 main:574] : INFO : Epoch 1708 | loss: 0.0311672 | val_loss: 0.0311805 | Time: 1608.28 ms [2021-09-24 22:48:51 main:574] : INFO : Epoch 1709 | loss: 0.0311654 | val_loss: 0.0311753 | Time: 1567.33 ms [2021-09-24 22:48:52 main:574] : INFO : Epoch 1710 | loss: 0.0311655 | val_loss: 0.031177 | Time: 1572.33 ms [2021-09-24 22:48:54 main:574] : INFO : Epoch 1711 | loss: 0.0311646 | val_loss: 0.0311741 | Time: 1595.99 ms [2021-09-24 22:48:55 main:574] : INFO : Epoch 1712 | loss: 0.0311641 | val_loss: 0.031176 | Time: 1612.11 ms [2021-09-24 22:48:57 main:574] : INFO : Epoch 1713 | loss: 0.0311641 | val_loss: 0.0311751 | Time: 1609.6 ms [2021-09-24 22:48:59 main:574] : INFO : Epoch 1714 | loss: 0.0311638 | val_loss: 0.0311755 | Time: 1584.06 ms [2021-09-24 22:49:00 main:574] : INFO : Epoch 1715 | loss: 0.0311634 | val_loss: 0.0311741 | Time: 1608.34 ms [2021-09-24 22:49:02 main:574] : INFO : Epoch 1716 | loss: 0.0311635 | val_loss: 0.0311736 | Time: 1585.28 ms [2021-09-24 22:49:03 main:574] : INFO : Epoch 1717 | loss: 0.0311631 | val_loss: 0.0311777 | Time: 1602.85 ms [2021-09-24 22:49:05 main:574] : INFO : Epoch 1718 | loss: 0.0311641 | val_loss: 0.031173 | Time: 1599.42 ms [2021-09-24 22:49:07 main:574] : INFO : Epoch 1719 | loss: 0.0311619 | val_loss: 0.0311732 | Time: 1589.85 ms [2021-09-24 22:49:08 main:574] : INFO : Epoch 1720 | loss: 0.031162 | val_loss: 0.031175 | Time: 1573.34 ms [2021-09-24 22:49:10 main:574] : INFO : Epoch 1721 | loss: 0.0311641 | val_loss: 0.0311744 | Time: 1605.66 ms [2021-09-24 22:49:11 main:574] : INFO : Epoch 1722 | loss: 0.0311637 | val_loss: 0.0311725 | Time: 1606.67 ms [2021-09-24 22:49:13 main:574] : INFO : Epoch 1723 | loss: 0.0311657 | val_loss: 0.0311819 | Time: 1615.41 ms [2021-09-24 22:49:15 main:574] : INFO : Epoch 1724 | loss: 0.0311703 | val_loss: 0.0311746 | Time: 1579.6 ms [2021-09-24 22:49:16 main:574] : INFO : Epoch 1725 | loss: 0.031165 | val_loss: 0.0311735 | Time: 1621.28 ms [2021-09-24 22:49:18 main:574] : INFO : Epoch 1726 | loss: 0.031161 | val_loss: 0.0311741 | Time: 1613.93 ms [2021-09-24 22:49:20 main:574] : INFO : Epoch 1727 | loss: 0.0311615 | val_loss: 0.0311742 | Time: 1581.46 ms [2021-09-24 22:49:21 main:574] : INFO : Epoch 1728 | loss: 0.0311635 | val_loss: 0.0311745 | Time: 1580.5 ms [2021-09-24 22:49:23 main:574] : INFO : Epoch 1729 | loss: 0.0311598 | val_loss: 0.0311747 | Time: 1587.12 ms [2021-09-24 22:49:24 main:574] : INFO : Epoch 1730 | loss: 0.0311647 | val_loss: 0.0311754 | Time: 1608.21 ms [2021-09-24 22:49:26 main:574] : INFO : Epoch 1731 | loss: 0.0311643 | val_loss: 0.0311753 | Time: 1598.6 ms [2021-09-24 22:49:27 main:574] : INFO : Epoch 1732 | loss: 0.0311625 | val_loss: 0.0311763 | Time: 1585.11 ms [2021-09-24 22:49:29 main:574] : INFO : Epoch 1733 | loss: 0.0311633 | val_loss: 0.0311785 | Time: 1618.55 ms [2021-09-24 22:49:31 main:574] : INFO : Epoch 1734 | loss: 0.0311623 | val_loss: 0.031178 | Time: 1603.6 ms [2021-09-24 22:49:32 main:574] : INFO : Epoch 1735 | loss: 0.0311624 | val_loss: 0.0311778 | Time: 1580.96 ms [2021-09-24 22:49:34 main:574] : INFO : Epoch 1736 | loss: 0.0311616 | val_loss: 0.0311734 | Time: 1592.39 ms [2021-09-24 22:49:36 main:574] : INFO : Epoch 1737 | loss: 0.0311606 | val_loss: 0.0311754 | Time: 1576.16 ms [2021-09-24 22:49:37 main:574] : INFO : Epoch 1738 | loss: 0.0311614 | val_loss: 0.0311749 | Time: 1601.52 ms [2021-09-24 22:49:39 main:574] : INFO : Epoch 1739 | loss: 0.0311627 | val_loss: 0.031176 | Time: 1592.97 ms [2021-09-24 22:49:40 main:574] : INFO : Epoch 1740 | loss: 0.0311631 | val_loss: 0.0311749 | Time: 1605.96 ms [2021-09-24 22:49:42 main:574] : INFO : Epoch 1741 | loss: 0.0311617 | val_loss: 0.0311757 | Time: 1610.02 ms [2021-09-24 22:49:44 main:574] : INFO : Epoch 1742 | loss: 0.0311636 | val_loss: 0.031181 | Time: 1603.76 ms [2021-09-24 22:49:45 main:574] : INFO : Epoch 1743 | loss: 0.0311633 | val_loss: 0.0311785 | Time: 1608.38 ms [2021-09-24 22:49:47 main:574] : INFO : Epoch 1744 | loss: 0.0311617 | val_loss: 0.0311735 | Time: 1620.34 ms [2021-09-24 22:49:48 main:574] : INFO : Epoch 1745 | loss: 0.0311609 | val_loss: 0.0311753 | Time: 1605.6 ms [2021-09-24 22:49:50 main:574] : INFO : Epoch 1746 | loss: 0.0311615 | val_loss: 0.0311789 | Time: 1561.63 ms [2021-09-24 22:49:52 main:574] : INFO : Epoch 1747 | loss: 0.0311635 | val_loss: 0.0311746 | Time: 1609.71 ms [2021-09-24 22:49:53 main:574] : INFO : Epoch 1748 | loss: 0.0311609 | val_loss: 0.0311732 | Time: 1598.52 ms [2021-09-24 22:49:55 main:574] : INFO : Epoch 1749 | loss: 0.031161 | val_loss: 0.0311734 | Time: 1586.54 ms [2021-09-24 22:49:56 main:574] : INFO : Epoch 1750 | loss: 0.0311604 | val_loss: 0.0311731 | Time: 1587.34 ms [2021-09-24 22:49:58 main:574] : INFO : Epoch 1751 | loss: 0.0311602 | val_loss: 0.0311717 | Time: 1583.74 ms [2021-09-24 22:50:00 main:574] : INFO : Epoch 1752 | loss: 0.0311605 | val_loss: 0.0311823 | Time: 1598.25 ms [2021-09-24 22:50:01 main:574] : INFO : Epoch 1753 | loss: 0.031164 | val_loss: 0.0311721 | Time: 1611.15 ms [2021-09-24 22:50:03 main:574] : INFO : Epoch 1754 | loss: 0.0311598 | val_loss: 0.0311736 | Time: 1612.6 ms [2021-09-24 22:50:04 main:574] : INFO : Epoch 1755 | loss: 0.0311612 | val_loss: 0.031174 | Time: 1595.53 ms [2021-09-24 22:50:06 main:574] : INFO : Epoch 1756 | loss: 0.0311613 | val_loss: 0.0311792 | Time: 1606.24 ms [2021-09-24 22:50:08 main:574] : INFO : Epoch 1757 | loss: 0.0311599 | val_loss: 0.0311718 | Time: 1597.07 ms [2021-09-24 22:50:09 main:574] : INFO : Epoch 1758 | loss: 0.031158 | val_loss: 0.0311725 | Time: 1555.58 ms [2021-09-24 22:50:11 main:574] : INFO : Epoch 1759 | loss: 0.0311604 | val_loss: 0.0311768 | Time: 1571.69 ms [2021-09-24 22:50:12 main:574] : INFO : Epoch 1760 | loss: 0.0311638 | val_loss: 0.0311743 | Time: 1621.57 ms [2021-09-24 22:50:14 main:574] : INFO : Epoch 1761 | loss: 0.0311623 | val_loss: 0.0311786 | Time: 1566.71 ms [2021-09-24 22:50:16 main:574] : INFO : Epoch 1762 | loss: 0.0311616 | val_loss: 0.0311797 | Time: 1592.1 ms [2021-09-24 22:50:17 main:574] : INFO : Epoch 1763 | loss: 0.0311607 | val_loss: 0.0311763 | Time: 1591.17 ms [2021-09-24 22:50:19 main:574] : INFO : Epoch 1764 | loss: 0.0311614 | val_loss: 0.0311775 | Time: 1556.87 ms [2021-09-24 22:50:20 main:574] : INFO : Epoch 1765 | loss: 0.0311615 | val_loss: 0.0311766 | Time: 1603.02 ms [2021-09-24 22:50:22 main:574] : INFO : Epoch 1766 | loss: 0.0311592 | val_loss: 0.0311716 | Time: 1586.3 ms [2021-09-24 22:50:24 main:574] : INFO : Epoch 1767 | loss: 0.0311587 | val_loss: 0.0311737 | Time: 1602.96 ms [2021-09-24 22:50:25 main:574] : INFO : Epoch 1768 | loss: 0.0311584 | val_loss: 0.0311764 | Time: 1594.06 ms [2021-09-24 22:50:27 main:574] : INFO : Epoch 1769 | loss: 0.0311634 | val_loss: 0.031183 | Time: 1594.42 ms [2021-09-24 22:50:28 main:574] : INFO : Epoch 1770 | loss: 0.0311626 | val_loss: 0.0311753 | Time: 1579.13 ms [2021-09-24 22:50:30 main:574] : INFO : Epoch 1771 | loss: 0.0311633 | val_loss: 0.0311729 | Time: 1621.51 ms [2021-09-24 22:50:32 main:574] : INFO : Epoch 1772 | loss: 0.0311631 | val_loss: 0.0311745 | Time: 1583.54 ms [2021-09-24 22:50:33 main:574] : INFO : Epoch 1773 | loss: 0.0311639 | val_loss: 0.0311766 | Time: 1611.99 ms [2021-09-24 22:50:35 main:574] : INFO : Epoch 1774 | loss: 0.0311608 | val_loss: 0.0311758 | Time: 1594.45 ms [2021-09-24 22:50:36 main:574] : INFO : Epoch 1775 | loss: 0.0311655 | val_loss: 0.0311732 | Time: 1598.61 ms [2021-09-24 22:50:38 main:574] : INFO : Epoch 1776 | loss: 0.0311623 | val_loss: 0.0311728 | Time: 1594.28 ms [2021-09-24 22:50:40 main:574] : INFO : Epoch 1777 | loss: 0.0311599 | val_loss: 0.0311728 | Time: 1621.9 ms [2021-09-24 22:50:41 main:574] : INFO : Epoch 1778 | loss: 0.0311609 | val_loss: 0.0311756 | Time: 1596.93 ms [2021-09-24 22:50:43 main:574] : INFO : Epoch 1779 | loss: 0.0311604 | val_loss: 0.0311771 | Time: 1594.11 ms [2021-09-24 22:50:44 main:574] : INFO : Epoch 1780 | loss: 0.0311603 | val_loss: 0.0311746 | Time: 1613.63 ms [2021-09-24 22:50:46 main:574] : INFO : Epoch 1781 | loss: 0.0311585 | val_loss: 0.0311746 | Time: 1583.95 ms [2021-09-24 22:50:48 main:574] : INFO : Epoch 1782 | loss: 0.0311577 | val_loss: 0.0311767 | Time: 1605.19 ms [2021-09-24 22:50:49 main:574] : INFO : Epoch 1783 | loss: 0.0311578 | val_loss: 0.0311745 | Time: 1587.49 ms [2021-09-24 22:50:51 main:574] : INFO : Epoch 1784 | loss: 0.0311622 | val_loss: 0.0311761 | Time: 1585 ms [2021-09-24 22:50:52 main:574] : INFO : Epoch 1785 | loss: 0.0311677 | val_loss: 0.0311762 | Time: 1625.43 ms [2021-09-24 22:50:54 main:574] : INFO : Epoch 1786 | loss: 0.031166 | val_loss: 0.0311751 | Time: 1595.11 ms [2021-09-24 22:50:56 main:574] : INFO : Epoch 1787 | loss: 0.0311666 | val_loss: 0.0311733 | Time: 1781.26 ms [2021-09-24 22:50:58 main:574] : INFO : Epoch 1788 | loss: 0.0311656 | val_loss: 0.0311744 | Time: 1766.98 ms [2021-09-24 22:50:59 main:574] : INFO : Epoch 1789 | loss: 0.0311633 | val_loss: 0.0311741 | Time: 1619.93 ms [2021-09-24 22:51:01 main:574] : INFO : Epoch 1790 | loss: 0.0311621 | val_loss: 0.0311739 | Time: 1588.24 ms [2021-09-24 22:51:03 main:574] : INFO : Epoch 1791 | loss: 0.0311619 | val_loss: 0.0311755 | Time: 1584.34 ms [2021-09-24 22:51:04 main:574] : INFO : Epoch 1792 | loss: 0.0311613 | val_loss: 0.0311729 | Time: 1589.95 ms [2021-09-24 22:51:06 main:574] : INFO : Epoch 1793 | loss: 0.0311613 | val_loss: 0.0311728 | Time: 1600.85 ms [2021-09-24 22:51:07 main:574] : INFO : Epoch 1794 | loss: 0.0311596 | val_loss: 0.0311735 | Time: 1594.22 ms [2021-09-24 22:51:09 main:574] : INFO : Epoch 1795 | loss: 0.0311575 | val_loss: 0.0311717 | Time: 1570.82 ms [2021-09-24 22:51:10 main:574] : INFO : Epoch 1796 | loss: 0.0311579 | val_loss: 0.0311729 | Time: 1579.22 ms [2021-09-24 22:51:12 main:574] : INFO : Epoch 1797 | loss: 0.0311562 | val_loss: 0.0311759 | Time: 1574.63 ms [2021-09-24 22:51:14 main:574] : INFO : Epoch 1798 | loss: 0.0311603 | val_loss: 0.0311783 | Time: 1595.74 ms [2021-09-24 22:51:15 main:574] : INFO : Epoch 1799 | loss: 0.0311594 | val_loss: 0.0311755 | Time: 1593.47 ms [2021-09-24 22:51:17 main:574] : INFO : Epoch 1800 | loss: 0.0311578 | val_loss: 0.0311696 | Time: 1570.47 ms [2021-09-24 22:51:18 main:574] : INFO : Epoch 1801 | loss: 0.0311573 | val_loss: 0.0311742 | Time: 1610.64 ms [2021-09-24 22:51:20 main:574] : INFO : Epoch 1802 | loss: 0.0311583 | val_loss: 0.0311692 | Time: 1643.88 ms [2021-09-24 22:51:22 main:574] : INFO : Epoch 1803 | loss: 0.031157 | val_loss: 0.0311762 | Time: 1591.92 ms [2021-09-24 22:51:23 main:574] : INFO : Epoch 1804 | loss: 0.0311581 | val_loss: 0.0311721 | Time: 1567.94 ms [2021-09-24 22:51:25 main:574] : INFO : Epoch 1805 | loss: 0.0311572 | val_loss: 0.0311735 | Time: 1623.73 ms [2021-09-24 22:51:27 main:574] : INFO : Epoch 1806 | loss: 0.0311578 | val_loss: 0.0311784 | Time: 1598.88 ms [2021-09-24 22:51:28 main:574] : INFO : Epoch 1807 | loss: 0.0311593 | val_loss: 0.0311763 | Time: 1584.99 ms [2021-09-24 22:51:30 main:574] : INFO : Epoch 1808 | loss: 0.0311576 | val_loss: 0.031175 | Time: 1592.47 ms [2021-09-24 22:51:31 main:574] : INFO : Epoch 1809 | loss: 0.0311561 | val_loss: 0.0311736 | Time: 1633.19 ms [2021-09-24 22:51:33 main:574] : INFO : Epoch 1810 | loss: 0.0311552 | val_loss: 0.0311798 | Time: 1597.15 ms [2021-09-24 22:51:35 main:574] : INFO : Epoch 1811 | loss: 0.0311555 | val_loss: 0.031175 | Time: 1597.98 ms [2021-09-24 22:51:36 main:574] : INFO : Epoch 1812 | loss: 0.0311559 | val_loss: 0.0311712 | Time: 1581.72 ms [2021-09-24 22:51:38 main:574] : INFO : Epoch 1813 | loss: 0.0311562 | val_loss: 0.0311781 | Time: 1590.13 ms [2021-09-24 22:51:39 main:574] : INFO : Epoch 1814 | loss: 0.0311574 | val_loss: 0.0311717 | Time: 1580.75 ms [2021-09-24 22:51:41 main:574] : INFO : Epoch 1815 | loss: 0.0311572 | val_loss: 0.0311729 | Time: 1603.65 ms [2021-09-24 22:51:43 main:574] : INFO : Epoch 1816 | loss: 0.0311553 | val_loss: 0.0311734 | Time: 1606.17 ms [2021-09-24 22:51:44 main:574] : INFO : Epoch 1817 | loss: 0.0311523 | val_loss: 0.0311759 | Time: 1578.59 ms [2021-09-24 22:51:46 main:574] : INFO : Epoch 1818 | loss: 0.0311545 | val_loss: 0.0311741 | Time: 1609.22 ms [2021-09-24 22:51:47 main:574] : INFO : Epoch 1819 | loss: 0.0311568 | val_loss: 0.0311738 | Time: 1611 ms [2021-09-24 22:51:49 main:574] : INFO : Epoch 1820 | loss: 0.0311564 | val_loss: 0.0311761 | Time: 1631.49 ms [2021-09-24 22:51:51 main:574] : INFO : Epoch 1821 | loss: 0.0311572 | val_loss: 0.0311731 | Time: 1599.01 ms [2021-09-24 22:51:52 main:574] : INFO : Epoch 1822 | loss: 0.0311549 | val_loss: 0.031175 | Time: 1601.81 ms [2021-09-24 22:51:54 main:574] : INFO : Epoch 1823 | loss: 0.0311554 | val_loss: 0.0311721 | Time: 1617.22 ms [2021-09-24 22:51:55 main:574] : INFO : Epoch 1824 | loss: 0.0311527 | val_loss: 0.0311724 | Time: 1586.18 ms [2021-09-24 22:51:57 main:574] : INFO : Epoch 1825 | loss: 0.0311534 | val_loss: 0.0311741 | Time: 1579.43 ms [2021-09-24 22:51:59 main:574] : INFO : Epoch 1826 | loss: 0.0311574 | val_loss: 0.0311737 | Time: 1587.02 ms [2021-09-24 22:52:00 main:574] : INFO : Epoch 1827 | loss: 0.0311597 | val_loss: 0.0311682 | Time: 1604.51 ms [2021-09-24 22:52:02 main:574] : INFO : Epoch 1828 | loss: 0.0311548 | val_loss: 0.0311732 | Time: 1605 ms [2021-09-24 22:52:03 main:574] : INFO : Epoch 1829 | loss: 0.0311555 | val_loss: 0.0311779 | Time: 1582.04 ms [2021-09-24 22:52:05 main:574] : INFO : Epoch 1830 | loss: 0.0311546 | val_loss: 0.0311735 | Time: 1599.49 ms [2021-09-24 22:52:07 main:574] : INFO : Epoch 1831 | loss: 0.0311523 | val_loss: 0.0311716 | Time: 1596.5 ms [2021-09-24 22:52:08 main:574] : INFO : Epoch 1832 | loss: 0.031152 | val_loss: 0.0311725 | Time: 1625.67 ms [2021-09-24 22:52:10 main:574] : INFO : Epoch 1833 | loss: 0.0311542 | val_loss: 0.0311756 | Time: 1583.98 ms [2021-09-24 22:52:11 main:574] : INFO : Epoch 1834 | loss: 0.0311548 | val_loss: 0.0311735 | Time: 1577.82 ms [2021-09-24 22:52:13 main:574] : INFO : Epoch 1835 | loss: 0.0311558 | val_loss: 0.0311734 | Time: 1616.49 ms [2021-09-24 22:52:15 main:574] : INFO : Epoch 1836 | loss: 0.031155 | val_loss: 0.03117 | Time: 1594.64 ms [2021-09-24 22:52:16 main:574] : INFO : Epoch 1837 | loss: 0.0311577 | val_loss: 0.0311756 | Time: 1609.09 ms [2021-09-24 22:52:18 main:574] : INFO : Epoch 1838 | loss: 0.0311551 | val_loss: 0.0311708 | Time: 1591.9 ms [2021-09-24 22:52:19 main:574] : INFO : Epoch 1839 | loss: 0.031153 | val_loss: 0.0311733 | Time: 1585.33 ms [2021-09-24 22:52:21 main:574] : INFO : Epoch 1840 | loss: 0.0311549 | val_loss: 0.0311724 | Time: 1587.6 ms [2021-09-24 22:52:23 main:574] : INFO : Epoch 1841 | loss: 0.0311534 | val_loss: 0.0311729 | Time: 1627.47 ms [2021-09-24 22:52:24 main:574] : INFO : Epoch 1842 | loss: 0.0311529 | val_loss: 0.0311725 | Time: 1580.36 ms [2021-09-24 22:52:26 main:574] : INFO : Epoch 1843 | loss: 0.0311527 | val_loss: 0.0311767 | Time: 1625.99 ms [2021-09-24 22:52:28 main:574] : INFO : Epoch 1844 | loss: 0.0311528 | val_loss: 0.031172 | Time: 1618.17 ms [2021-09-24 22:52:29 main:574] : INFO : Epoch 1845 | loss: 0.031154 | val_loss: 0.0311773 | Time: 1588.76 ms [2021-09-24 22:52:31 main:574] : INFO : Epoch 1846 | loss: 0.0311576 | val_loss: 0.0311759 | Time: 1600.78 ms [2021-09-24 22:52:32 main:574] : INFO : Epoch 1847 | loss: 0.0311535 | val_loss: 0.0311745 | Time: 1597.41 ms [2021-09-24 22:52:34 main:574] : INFO : Epoch 1848 | loss: 0.0311523 | val_loss: 0.0311759 | Time: 1615.83 ms [2021-09-24 22:52:36 main:574] : INFO : Epoch 1849 | loss: 0.0311581 | val_loss: 0.031176 | Time: 1597.43 ms [2021-09-24 22:52:37 main:574] : INFO : Epoch 1850 | loss: 0.0311577 | val_loss: 0.0311747 | Time: 1583.71 ms [2021-09-24 22:52:39 main:574] : INFO : Epoch 1851 | loss: 0.0311563 | val_loss: 0.0311789 | Time: 1590.27 ms [2021-09-24 22:52:40 main:574] : INFO : Epoch 1852 | loss: 0.0311548 | val_loss: 0.0311759 | Time: 1616.48 ms [2021-09-24 22:52:42 main:574] : INFO : Epoch 1853 | loss: 0.0311538 | val_loss: 0.0311749 | Time: 1606.16 ms [2021-09-24 22:52:44 main:574] : INFO : Epoch 1854 | loss: 0.0311531 | val_loss: 0.0311829 | Time: 1573.65 ms [2021-09-24 22:52:45 main:574] : INFO : Epoch 1855 | loss: 0.0311535 | val_loss: 0.0311835 | Time: 1620.05 ms [2021-09-24 22:52:47 main:574] : INFO : Epoch 1856 | loss: 0.0311558 | val_loss: 0.0311745 | Time: 1629.89 ms [2021-09-24 22:52:48 main:574] : INFO : Epoch 1857 | loss: 0.0311545 | val_loss: 0.0311734 | Time: 1623.89 ms [2021-09-24 22:52:50 main:574] : INFO : Epoch 1858 | loss: 0.0311534 | val_loss: 0.0311719 | Time: 1579.53 ms [2021-09-24 22:52:52 main:574] : INFO : Epoch 1859 | loss: 0.0311525 | val_loss: 0.0311736 | Time: 1575.4 ms [2021-09-24 22:52:53 main:574] : INFO : Epoch 1860 | loss: 0.0311531 | val_loss: 0.0311822 | Time: 1613.05 ms [2021-09-24 22:52:55 main:574] : INFO : Epoch 1861 | loss: 0.031185 | val_loss: 0.0311888 | Time: 1578.46 ms [2021-09-24 22:52:56 main:574] : INFO : Epoch 1862 | loss: 0.0311901 | val_loss: 0.0311859 | Time: 1602.14 ms [2021-09-24 22:52:58 main:574] : INFO : Epoch 1863 | loss: 0.0311866 | val_loss: 0.0311832 | Time: 1616.82 ms [2021-09-24 22:53:00 main:574] : INFO : Epoch 1864 | loss: 0.0311844 | val_loss: 0.0311808 | Time: 1604.18 ms [2021-09-24 22:53:01 main:574] : INFO : Epoch 1865 | loss: 0.0311815 | val_loss: 0.0311804 | Time: 1561.93 ms [2021-09-24 22:53:03 main:574] : INFO : Epoch 1866 | loss: 0.0311797 | val_loss: 0.0311788 | Time: 1617.03 ms [2021-09-24 22:53:04 main:574] : INFO : Epoch 1867 | loss: 0.0311811 | val_loss: 0.0311818 | Time: 1585.76 ms [2021-09-24 22:53:06 main:574] : INFO : Epoch 1868 | loss: 0.0311799 | val_loss: 0.0311799 | Time: 1619.34 ms [2021-09-24 22:53:08 main:574] : INFO : Epoch 1869 | loss: 0.0311776 | val_loss: 0.0311779 | Time: 1585.19 ms [2021-09-24 22:53:09 main:574] : INFO : Epoch 1870 | loss: 0.0311765 | val_loss: 0.0311776 | Time: 1626.81 ms [2021-09-24 22:53:11 main:574] : INFO : Epoch 1871 | loss: 0.031176 | val_loss: 0.0311773 | Time: 1591.17 ms [2021-09-24 22:53:13 main:574] : INFO : Epoch 1872 | loss: 0.0311752 | val_loss: 0.0311771 | Time: 1590.23 ms [2021-09-24 22:53:14 main:574] : INFO : Epoch 1873 | loss: 0.031175 | val_loss: 0.0311865 | Time: 1598.96 ms [2021-09-24 22:53:16 main:574] : INFO : Epoch 1874 | loss: 0.0311764 | val_loss: 0.0311826 | Time: 1597.64 ms [2021-09-24 22:53:17 main:574] : INFO : Epoch 1875 | loss: 0.0311756 | val_loss: 0.0311771 | Time: 1614.56 ms [2021-09-24 22:53:19 main:574] : INFO : Epoch 1876 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 1593.5 ms [2021-09-24 22:53:21 main:574] : INFO : Epoch 1877 | loss: 0.031174 | val_loss: 0.0311781 | Time: 1579.83 ms [2021-09-24 22:53:22 main:574] : INFO : Epoch 1878 | loss: 0.031174 | val_loss: 0.0311769 | Time: 1563.5 ms [2021-09-24 22:53:24 main:574] : INFO : Epoch 1879 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 1577.27 ms [2021-09-24 22:53:25 main:574] : INFO : Epoch 1880 | loss: 0.0311737 | val_loss: 0.0311807 | Time: 1606.71 ms [2021-09-24 22:53:27 main:574] : INFO : Epoch 1881 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 1572.42 ms [2021-09-24 22:53:29 main:574] : INFO : Epoch 1882 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 1602.7 ms [2021-09-24 22:53:30 main:574] : INFO : Epoch 1883 | loss: 0.0311725 | val_loss: 0.031177 | Time: 1593.96 ms [2021-09-24 22:53:32 main:574] : INFO : Epoch 1884 | loss: 0.0311708 | val_loss: 0.0311766 | Time: 1584.78 ms [2021-09-24 22:53:33 main:574] : INFO : Epoch 1885 | loss: 0.0311711 | val_loss: 0.0311776 | Time: 1570.92 ms [2021-09-24 22:53:35 main:574] : INFO : Epoch 1886 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 1590.25 ms [2021-09-24 22:53:37 main:574] : INFO : Epoch 1887 | loss: 0.0311712 | val_loss: 0.0311815 | Time: 1620.45 ms [2021-09-24 22:53:38 main:574] : INFO : Epoch 1888 | loss: 0.0311714 | val_loss: 0.0311758 | Time: 1591.8 ms [2021-09-24 22:53:40 main:574] : INFO : Epoch 1889 | loss: 0.0311693 | val_loss: 0.0311747 | Time: 1579.07 ms [2021-09-24 22:53:41 main:574] : INFO : Epoch 1890 | loss: 0.031169 | val_loss: 0.0311766 | Time: 1626.3 ms [2021-09-24 22:53:43 main:574] : INFO : Epoch 1891 | loss: 0.0311703 | val_loss: 0.0311743 | Time: 1587.74 ms [2021-09-24 22:53:45 main:574] : INFO : Epoch 1892 | loss: 0.0311689 | val_loss: 0.0311774 | Time: 1609.73 ms [2021-09-24 22:53:46 main:574] : INFO : Epoch 1893 | loss: 0.031169 | val_loss: 0.0311753 | Time: 1578.5 ms [2021-09-24 22:53:48 main:574] : INFO : Epoch 1894 | loss: 0.0311686 | val_loss: 0.0311832 | Time: 1625.53 ms [2021-09-24 22:53:49 main:574] : INFO : Epoch 1895 | loss: 0.0311703 | val_loss: 0.0311748 | Time: 1617.5 ms [2021-09-24 22:53:51 main:574] : INFO : Epoch 1896 | loss: 0.0311687 | val_loss: 0.031175 | Time: 1593.11 ms [2021-09-24 22:53:53 main:574] : INFO : Epoch 1897 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 1619.86 ms [2021-09-24 22:53:54 main:574] : INFO : Epoch 1898 | loss: 0.0311707 | val_loss: 0.031179 | Time: 1578.8 ms [2021-09-24 22:53:56 main:574] : INFO : Epoch 1899 | loss: 0.0311696 | val_loss: 0.0311786 | Time: 1605.75 ms [2021-09-24 22:53:57 main:574] : INFO : Epoch 1900 | loss: 0.0311685 | val_loss: 0.0311785 | Time: 1605.87 ms [2021-09-24 22:53:59 main:574] : INFO : Epoch 1901 | loss: 0.0311687 | val_loss: 0.031177 | Time: 1593.16 ms [2021-09-24 22:54:01 main:574] : INFO : Epoch 1902 | loss: 0.0311678 | val_loss: 0.0311766 | Time: 1595.13 ms [2021-09-24 22:54:02 main:574] : INFO : Epoch 1903 | loss: 0.0311678 | val_loss: 0.0311802 | Time: 1590.76 ms [2021-09-24 22:54:04 main:574] : INFO : Epoch 1904 | loss: 0.0311683 | val_loss: 0.031176 | Time: 1620.83 ms [2021-09-24 22:54:05 main:574] : INFO : Epoch 1905 | loss: 0.03117 | val_loss: 0.0311748 | Time: 1606.88 ms [2021-09-24 22:54:07 main:574] : INFO : Epoch 1906 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 1624.44 ms [2021-09-24 22:54:09 main:574] : INFO : Epoch 1907 | loss: 0.0311676 | val_loss: 0.0311777 | Time: 1631.31 ms [2021-09-24 22:54:10 main:574] : INFO : Epoch 1908 | loss: 0.0311674 | val_loss: 0.0311792 | Time: 1621.13 ms [2021-09-24 22:54:12 main:574] : INFO : Epoch 1909 | loss: 0.031167 | val_loss: 0.0311813 | Time: 1589.25 ms [2021-09-24 22:54:14 main:574] : INFO : Epoch 1910 | loss: 0.0311657 | val_loss: 0.0311782 | Time: 1617.65 ms [2021-09-24 22:54:15 main:574] : INFO : Epoch 1911 | loss: 0.0311664 | val_loss: 0.0311762 | Time: 1597.44 ms [2021-09-24 22:54:17 main:574] : INFO : Epoch 1912 | loss: 0.0311656 | val_loss: 0.0311799 | Time: 1605.78 ms [2021-09-24 22:54:18 main:574] : INFO : Epoch 1913 | loss: 0.0311674 | val_loss: 0.0311733 | Time: 1610.03 ms [2021-09-24 22:54:20 main:574] : INFO : Epoch 1914 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 1592.72 ms [2021-09-24 22:54:22 main:574] : INFO : Epoch 1915 | loss: 0.0311706 | val_loss: 0.0311742 | Time: 1586.73 ms [2021-09-24 22:54:23 main:574] : INFO : Epoch 1916 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 1607.69 ms [2021-09-24 22:54:25 main:574] : INFO : Epoch 1917 | loss: 0.0311713 | val_loss: 0.0311761 | Time: 1607.57 ms [2021-09-24 22:54:26 main:574] : INFO : Epoch 1918 | loss: 0.0311698 | val_loss: 0.0311772 | Time: 1578.41 ms [2021-09-24 22:54:28 main:574] : INFO : Epoch 1919 | loss: 0.0311711 | val_loss: 0.0311835 | Time: 1628.11 ms [2021-09-24 22:54:30 main:574] : INFO : Epoch 1920 | loss: 0.0311684 | val_loss: 0.0311789 | Time: 1583.07 ms [2021-09-24 22:54:31 main:574] : INFO : Epoch 1921 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 1595.15 ms [2021-09-24 22:54:33 main:574] : INFO : Epoch 1922 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 1601.9 ms [2021-09-24 22:54:34 main:574] : INFO : Epoch 1923 | loss: 0.0311669 | val_loss: 0.0311784 | Time: 1608.09 ms [2021-09-24 22:54:36 main:574] : INFO : Epoch 1924 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 1547.52 ms [2021-09-24 22:54:38 main:574] : INFO : Epoch 1925 | loss: 0.0311649 | val_loss: 0.0311748 | Time: 1606.06 ms [2021-09-24 22:54:39 main:574] : INFO : Epoch 1926 | loss: 0.0311646 | val_loss: 0.0311786 | Time: 1575.23 ms [2021-09-24 22:54:41 main:574] : INFO : Epoch 1927 | loss: 0.0311673 | val_loss: 0.0311752 | Time: 1617.62 ms [2021-09-24 22:54:42 main:574] : INFO : Epoch 1928 | loss: 0.0311674 | val_loss: 0.0311848 | Time: 1603.87 ms [2021-09-24 22:54:44 main:574] : INFO : Epoch 1929 | loss: 0.0311649 | val_loss: 0.0311777 | Time: 1591.07 ms [2021-09-24 22:54:46 main:574] : INFO : Epoch 1930 | loss: 0.0311666 | val_loss: 0.0311782 | Time: 1604.08 ms [2021-09-24 22:54:47 main:574] : INFO : Epoch 1931 | loss: 0.0311658 | val_loss: 0.0311778 | Time: 1609.84 ms [2021-09-24 22:54:49 main:574] : INFO : Epoch 1932 | loss: 0.0311668 | val_loss: 0.0311754 | Time: 1589.89 ms [2021-09-24 22:54:50 main:574] : INFO : Epoch 1933 | loss: 0.0311651 | val_loss: 0.0311737 | Time: 1617.14 ms [2021-09-24 22:54:52 main:574] : INFO : Epoch 1934 | loss: 0.0311658 | val_loss: 0.0311771 | Time: 1611.05 ms [2021-09-24 22:54:54 main:574] : INFO : Epoch 1935 | loss: 0.0311646 | val_loss: 0.0311818 | Time: 1558.58 ms [2021-09-24 22:54:55 main:574] : INFO : Epoch 1936 | loss: 0.0311634 | val_loss: 0.0311785 | Time: 1592.47 ms [2021-09-24 22:54:57 main:574] : INFO : Epoch 1937 | loss: 0.0311635 | val_loss: 0.0311781 | Time: 1587.51 ms [2021-09-24 22:54:58 main:574] : INFO : Epoch 1938 | loss: 0.0311622 | val_loss: 0.0311735 | Time: 1571.43 ms [2021-09-24 22:55:00 main:574] : INFO : Epoch 1939 | loss: 0.0311618 | val_loss: 0.0311754 | Time: 1602.48 ms [2021-09-24 22:55:02 main:574] : INFO : Epoch 1940 | loss: 0.0311616 | val_loss: 0.0311777 | Time: 1617.07 ms [2021-09-24 22:55:03 main:574] : INFO : Epoch 1941 | loss: 0.0311614 | val_loss: 0.0311745 | Time: 1614.93 ms [2021-09-24 22:55:05 main:574] : INFO : Epoch 1942 | loss: 0.03116 | val_loss: 0.0311793 | Time: 1563.99 ms [2021-09-24 22:55:06 main:574] : INFO : Epoch 1943 | loss: 0.0311621 | val_loss: 0.0311761 | Time: 1602.16 ms [2021-09-24 22:55:08 main:574] : INFO : Epoch 1944 | loss: 0.0311624 | val_loss: 0.0311753 | Time: 1548.42 ms [2021-09-24 22:55:10 main:574] : INFO : Epoch 1945 | loss: 0.0311623 | val_loss: 0.0311779 | Time: 1573.57 ms [2021-09-24 22:55:11 main:574] : INFO : Epoch 1946 | loss: 0.0311622 | val_loss: 0.0311831 | Time: 1569.7 ms [2021-09-24 22:55:13 main:574] : INFO : Epoch 1947 | loss: 0.0311619 | val_loss: 0.0311853 | Time: 1604.66 ms [2021-09-24 22:55:14 main:574] : INFO : Epoch 1948 | loss: 0.0311637 | val_loss: 0.0311773 | Time: 1564.7 ms [2021-09-24 22:55:16 main:574] : INFO : Epoch 1949 | loss: 0.0311599 | val_loss: 0.0311749 | Time: 1596.25 ms [2021-09-24 22:55:18 main:574] : INFO : Epoch 1950 | loss: 0.0311596 | val_loss: 0.0311797 | Time: 1590.52 ms [2021-09-24 22:55:19 main:574] : INFO : Epoch 1951 | loss: 0.0311608 | val_loss: 0.0311803 | Time: 1587.1 ms [2021-09-24 22:55:21 main:574] : INFO : Epoch 1952 | loss: 0.0311611 | val_loss: 0.0311757 | Time: 1588.79 ms [2021-09-24 22:55:22 main:574] : INFO : Epoch 1953 | loss: 0.0311594 | val_loss: 0.0311775 | Time: 1585.54 ms [2021-09-24 22:55:24 main:574] : INFO : Epoch 1954 | loss: 0.0311599 | val_loss: 0.0311771 | Time: 1582.68 ms [2021-09-24 22:55:26 main:574] : INFO : Epoch 1955 | loss: 0.0311598 | val_loss: 0.031177 | Time: 1615.25 ms [2021-09-24 22:55:27 main:574] : INFO : Epoch 1956 | loss: 0.0311608 | val_loss: 0.0311745 | Time: 1600.93 ms [2021-09-24 22:55:29 main:574] : INFO : Epoch 1957 | loss: 0.0311615 | val_loss: 0.03118 | Time: 1602.25 ms [2021-09-24 22:55:30 main:574] : INFO : Epoch 1958 | loss: 0.0311631 | val_loss: 0.0311809 | Time: 1564.56 ms [2021-09-24 22:55:32 main:574] : INFO : Epoch 1959 | loss: 0.0311625 | val_loss: 0.0311745 | Time: 1606.92 ms [2021-09-24 22:55:34 main:574] : INFO : Epoch 1960 | loss: 0.0311642 | val_loss: 0.0311724 | Time: 1583.72 ms [2021-09-24 22:55:35 main:574] : INFO : Epoch 1961 | loss: 0.0311638 | val_loss: 0.0311721 | Time: 1602.59 ms [2021-09-24 22:55:37 main:574] : INFO : Epoch 1962 | loss: 0.0311632 | val_loss: 0.0311759 | Time: 1616.56 ms [2021-09-24 22:55:38 main:574] : INFO : Epoch 1963 | loss: 0.0311647 | val_loss: 0.031175 | Time: 1618.29 ms [2021-09-24 22:55:40 main:574] : INFO : Epoch 1964 | loss: 0.0311618 | val_loss: 0.0311743 | Time: 1590.14 ms [2021-09-24 22:55:42 main:574] : INFO : Epoch 1965 | loss: 0.0311616 | val_loss: 0.0311752 | Time: 1604.18 ms [2021-09-24 22:55:43 main:574] : INFO : Epoch 1966 | loss: 0.0311626 | val_loss: 0.0311714 | Time: 1613.62 ms [2021-09-24 22:55:45 main:574] : INFO : Epoch 1967 | loss: 0.0311632 | val_loss: 0.0311748 | Time: 1589.51 ms [2021-09-24 22:55:46 main:574] : INFO : Epoch 1968 | loss: 0.0311611 | val_loss: 0.0311761 | Time: 1600.96 ms [2021-09-24 22:55:48 main:574] : INFO : Epoch 1969 | loss: 0.0311609 | val_loss: 0.0311769 | Time: 1611.55 ms [2021-09-24 22:55:50 main:574] : INFO : Epoch 1970 | loss: 0.0311621 | val_loss: 0.0311764 | Time: 1579.06 ms [2021-09-24 22:55:51 main:574] : INFO : Epoch 1971 | loss: 0.0311618 | val_loss: 0.0311752 | Time: 1588.34 ms [2021-09-24 22:55:53 main:574] : INFO : Epoch 1972 | loss: 0.031161 | val_loss: 0.031175 | Time: 1601.77 ms [2021-09-24 22:55:54 main:574] : INFO : Epoch 1973 | loss: 0.0311606 | val_loss: 0.0311757 | Time: 1588.66 ms [2021-09-24 22:55:56 main:574] : INFO : Epoch 1974 | loss: 0.0311569 | val_loss: 0.0311728 | Time: 1587.93 ms [2021-09-24 22:55:58 main:574] : INFO : Epoch 1975 | loss: 0.0311587 | val_loss: 0.03118 | Time: 1564.26 ms [2021-09-24 22:55:59 main:574] : INFO : Epoch 1976 | loss: 0.0311587 | val_loss: 0.0311745 | Time: 1609.36 ms [2021-09-24 22:56:01 main:574] : INFO : Epoch 1977 | loss: 0.0311576 | val_loss: 0.0311788 | Time: 1575.86 ms [2021-09-24 22:56:02 main:574] : INFO : Epoch 1978 | loss: 0.0311586 | val_loss: 0.0311763 | Time: 1575.17 ms [2021-09-24 22:56:04 main:574] : INFO : Epoch 1979 | loss: 0.0311562 | val_loss: 0.0311734 | Time: 1627.84 ms [2021-09-24 22:56:06 main:574] : INFO : Epoch 1980 | loss: 0.0311554 | val_loss: 0.031177 | Time: 1595.21 ms [2021-09-24 22:56:07 main:574] : INFO : Epoch 1981 | loss: 0.0311594 | val_loss: 0.0311714 | Time: 1572.23 ms [2021-09-24 22:56:09 main:574] : INFO : Epoch 1982 | loss: 0.0311613 | val_loss: 0.0311716 | Time: 1597.81 ms [2021-09-24 22:56:10 main:574] : INFO : Epoch 1983 | loss: 0.0311592 | val_loss: 0.0311742 | Time: 1615.6 ms [2021-09-24 22:56:12 main:574] : INFO : Epoch 1984 | loss: 0.0311596 | val_loss: 0.0311794 | Time: 1575.14 ms [2021-09-24 22:56:14 main:574] : INFO : Epoch 1985 | loss: 0.0311605 | val_loss: 0.0311724 | Time: 1607.99 ms [2021-09-24 22:56:15 main:574] : INFO : Epoch 1986 | loss: 0.031158 | val_loss: 0.0311713 | Time: 1595.65 ms [2021-09-24 22:56:17 main:574] : INFO : Epoch 1987 | loss: 0.0311597 | val_loss: 0.0311724 | Time: 1593.82 ms [2021-09-24 22:56:18 main:574] : INFO : Epoch 1988 | loss: 0.0311582 | val_loss: 0.0311752 | Time: 1632.93 ms [2021-09-24 22:56:20 main:574] : INFO : Epoch 1989 | loss: 0.0311584 | val_loss: 0.0311702 | Time: 1569.67 ms [2021-09-24 22:56:22 main:574] : INFO : Epoch 1990 | loss: 0.0311567 | val_loss: 0.0311726 | Time: 1602.57 ms [2021-09-24 22:56:23 main:574] : INFO : Epoch 1991 | loss: 0.0311576 | val_loss: 0.0311718 | Time: 1644.12 ms [2021-09-24 22:56:25 main:574] : INFO : Epoch 1992 | loss: 0.0311636 | val_loss: 0.0311748 | Time: 1639.41 ms [2021-09-24 22:56:26 main:574] : INFO : Epoch 1993 | loss: 0.0311612 | val_loss: 0.0311734 | Time: 1571.74 ms [2021-09-24 22:56:28 main:574] : INFO : Epoch 1994 | loss: 0.0311596 | val_loss: 0.0311733 | Time: 1596.63 ms [2021-09-24 22:56:30 main:574] : INFO : Epoch 1995 | loss: 0.0311584 | val_loss: 0.0311756 | Time: 1610.18 ms [2021-09-24 22:56:31 main:574] : INFO : Epoch 1996 | loss: 0.0311571 | val_loss: 0.0311736 | Time: 1595.89 ms [2021-09-24 22:56:33 main:574] : INFO : Epoch 1997 | loss: 0.031158 | val_loss: 0.0311835 | Time: 1570.23 ms [2021-09-24 22:56:35 main:574] : INFO : Epoch 1998 | loss: 0.0311582 | val_loss: 0.0311731 | Time: 1619.44 ms [2021-09-24 22:56:36 main:574] : INFO : Epoch 1999 | loss: 0.0311579 | val_loss: 0.0311769 | Time: 1598.24 ms [2021-09-24 22:56:38 main:574] : INFO : Epoch 2000 | loss: 0.031158 | val_loss: 0.0311717 | Time: 1613.48 ms [2021-09-24 22:56:39 main:574] : INFO : Epoch 2001 | loss: 0.0311545 | val_loss: 0.0311729 | Time: 1604.5 ms [2021-09-24 22:56:41 main:574] : INFO : Epoch 2002 | loss: 0.0311578 | val_loss: 0.0311735 | Time: 1591.41 ms [2021-09-24 22:56:43 main:574] : INFO : Epoch 2003 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 1549.44 ms [2021-09-24 22:56:44 main:574] : INFO : Epoch 2004 | loss: 0.0311615 | val_loss: 0.0311727 | Time: 1606.78 ms [2021-09-24 22:56:46 main:574] : INFO : Epoch 2005 | loss: 0.0311586 | val_loss: 0.0311763 | Time: 1620.31 ms [2021-09-24 22:56:47 main:574] : INFO : Epoch 2006 | loss: 0.0311587 | val_loss: 0.0311754 | Time: 1586.46 ms [2021-09-24 22:56:49 main:574] : INFO : Epoch 2007 | loss: 0.0311639 | val_loss: 0.0311755 | Time: 1587.7 ms [2021-09-24 22:56:51 main:574] : INFO : Epoch 2008 | loss: 0.0311566 | val_loss: 0.0311747 | Time: 1590.18 ms [2021-09-24 22:56:52 main:574] : INFO : Epoch 2009 | loss: 0.0311539 | val_loss: 0.0311748 | Time: 1578.29 ms [2021-09-24 22:56:54 main:574] : INFO : Epoch 2010 | loss: 0.0311532 | val_loss: 0.0311743 | Time: 1585.34 ms [2021-09-24 22:56:55 main:574] : INFO : Epoch 2011 | loss: 0.0311528 | val_loss: 0.0311746 | Time: 1600.46 ms [2021-09-24 22:56:57 main:574] : INFO : Epoch 2012 | loss: 0.0311529 | val_loss: 0.0311762 | Time: 1595.39 ms [2021-09-24 22:56:59 main:574] : INFO : Epoch 2013 | loss: 0.0311524 | val_loss: 0.0311751 | Time: 1614.71 ms [2021-09-24 22:57:00 main:574] : INFO : Epoch 2014 | loss: 0.0311535 | val_loss: 0.031171 | Time: 1580.47 ms [2021-09-24 22:57:02 main:574] : INFO : Epoch 2015 | loss: 0.0311688 | val_loss: 0.0311778 | Time: 1604.93 ms [2021-09-24 22:57:03 main:574] : INFO : Epoch 2016 | loss: 0.0311791 | val_loss: 0.0311727 | Time: 1570.7 ms [2021-09-24 22:57:05 main:574] : INFO : Epoch 2017 | loss: 0.0311772 | val_loss: 0.0311722 | Time: 1605.29 ms [2021-09-24 22:57:07 main:574] : INFO : Epoch 2018 | loss: 0.031175 | val_loss: 0.0311723 | Time: 1596.2 ms [2021-09-24 22:57:08 main:574] : INFO : Epoch 2019 | loss: 0.0311728 | val_loss: 0.0311694 | Time: 1623.21 ms [2021-09-24 22:57:10 main:574] : INFO : Epoch 2020 | loss: 0.0311704 | val_loss: 0.0311699 | Time: 1625.83 ms [2021-09-24 22:57:11 main:574] : INFO : Epoch 2021 | loss: 0.0311713 | val_loss: 0.0311716 | Time: 1603.82 ms [2021-09-24 22:57:13 main:574] : INFO : Epoch 2022 | loss: 0.0311683 | val_loss: 0.0311706 | Time: 1548.55 ms [2021-09-24 22:57:15 main:574] : INFO : Epoch 2023 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 1580.07 ms [2021-09-24 22:57:16 main:574] : INFO : Epoch 2024 | loss: 0.0311665 | val_loss: 0.0311715 | Time: 1632.13 ms [2021-09-24 22:57:18 main:574] : INFO : Epoch 2025 | loss: 0.0311672 | val_loss: 0.0311708 | Time: 1598.22 ms [2021-09-24 22:57:19 main:574] : INFO : Epoch 2026 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 1612.33 ms [2021-09-24 22:57:21 main:574] : INFO : Epoch 2027 | loss: 0.0311655 | val_loss: 0.0311686 | Time: 1611.61 ms [2021-09-24 22:57:23 main:574] : INFO : Epoch 2028 | loss: 0.0311643 | val_loss: 0.0311703 | Time: 1596.75 ms [2021-09-24 22:57:24 main:574] : INFO : Epoch 2029 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 1575.15 ms [2021-09-24 22:57:26 main:574] : INFO : Epoch 2030 | loss: 0.031165 | val_loss: 0.0311689 | Time: 1601.2 ms [2021-09-24 22:57:27 main:574] : INFO : Epoch 2031 | loss: 0.031163 | val_loss: 0.0311693 | Time: 1603.13 ms [2021-09-24 22:57:29 main:574] : INFO : Epoch 2032 | loss: 0.0311625 | val_loss: 0.0311661 | Time: 1573.78 ms [2021-09-24 22:57:31 main:574] : INFO : Epoch 2033 | loss: 0.0311607 | val_loss: 0.0311677 | Time: 1618.02 ms [2021-09-24 22:57:32 main:574] : INFO : Epoch 2034 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 1587.33 ms [2021-09-24 22:57:34 main:574] : INFO : Epoch 2035 | loss: 0.0311636 | val_loss: 0.0311675 | Time: 1584.48 ms [2021-09-24 22:57:35 main:574] : INFO : Epoch 2036 | loss: 0.0311614 | val_loss: 0.0311668 | Time: 1589.97 ms [2021-09-24 22:57:37 main:574] : INFO : Epoch 2037 | loss: 0.03116 | val_loss: 0.031165 | Time: 1561.38 ms [2021-09-24 22:57:39 main:574] : INFO : Epoch 2038 | loss: 0.0311589 | val_loss: 0.0311652 | Time: 1609.95 ms [2021-09-24 22:57:40 main:574] : INFO : Epoch 2039 | loss: 0.0311585 | val_loss: 0.0311693 | Time: 1606.5 ms [2021-09-24 22:57:42 main:574] : INFO : Epoch 2040 | loss: 0.0311577 | val_loss: 0.0311664 | Time: 1605.38 ms [2021-09-24 22:57:43 main:574] : INFO : Epoch 2041 | loss: 0.0311576 | val_loss: 0.0311668 | Time: 1588.69 ms [2021-09-24 22:57:45 main:574] : INFO : Epoch 2042 | loss: 0.0311571 | val_loss: 0.0311675 | Time: 1588.31 ms [2021-09-24 22:57:47 main:574] : INFO : Epoch 2043 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 1590.54 ms [2021-09-24 22:57:48 main:574] : INFO : Epoch 2044 | loss: 0.0311588 | val_loss: 0.0311658 | Time: 1588.46 ms [2021-09-24 22:57:50 main:574] : INFO : Epoch 2045 | loss: 0.0311585 | val_loss: 0.0311686 | Time: 1604.62 ms [2021-09-24 22:57:51 main:574] : INFO : Epoch 2046 | loss: 0.0311573 | val_loss: 0.0311686 | Time: 1597.29 ms [2021-09-24 22:57:53 main:574] : INFO : Epoch 2047 | loss: 0.0311584 | val_loss: 0.031167 | Time: 1616.5 ms [2021-09-24 22:57:55 main:574] : INFO : Epoch 2048 | loss: 0.0311571 | val_loss: 0.0311654 | Time: 1605.68 ms [2021-09-24 22:57:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311654 [2021-09-24 22:57:55 main:603] : INFO : Saving end state to config to file [2021-09-24 22:57:55 main:608] : INFO : Success, exiting.. 22:57:55 (5208): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)