Task 7488808
| Name | ParityModified-1631734380-28859-1_0 |
| Workunit | 5154338 |
| Created | 21 Sep 2021, 4:39:25 UTC |
| Sent | 27 Sep 2021, 1:27:32 UTC |
| Report deadline | 4 Oct 2021, 1:27:32 UTC |
| Received | 27 Sep 2021, 16:23:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 55 min 26 sec |
| CPU time | 54 min 55 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: 0.0310849 | val_loss: 0.0311667 | Time: 1596.62 ms [2021-09-27 11:09:03 main:574] : INFO : Epoch 1543 | loss: 0.0310847 | val_loss: 0.0311791 | Time: 1598.84 ms [2021-09-27 11:09:04 main:574] : INFO : Epoch 1544 | loss: 0.0310849 | val_loss: 0.0311799 | Time: 1600.45 ms [2021-09-27 11:09:06 main:574] : INFO : Epoch 1545 | loss: 0.0310823 | val_loss: 0.0311754 | Time: 1621.16 ms [2021-09-27 11:09:08 main:574] : INFO : Epoch 1546 | loss: 0.0310855 | val_loss: 0.0311728 | Time: 1634.96 ms [2021-09-27 11:09:09 main:574] : INFO : Epoch 1547 | loss: 0.0310815 | val_loss: 0.0311651 | Time: 1580.61 ms [2021-09-27 11:09:11 main:574] : INFO : Epoch 1548 | loss: 0.0310766 | val_loss: 0.0311685 | Time: 1615.32 ms [2021-09-27 11:09:12 main:574] : INFO : Epoch 1549 | loss: 0.0310807 | val_loss: 0.0311684 | Time: 1580.63 ms [2021-09-27 11:09:14 main:574] : INFO : Epoch 1550 | loss: 0.0310889 | val_loss: 0.0311649 | Time: 1602.71 ms [2021-09-27 11:09:16 main:574] : INFO : Epoch 1551 | loss: 0.0310925 | val_loss: 0.0311779 | Time: 1623.82 ms [2021-09-27 11:09:17 main:574] : INFO : Epoch 1552 | loss: 0.0310909 | val_loss: 0.0311795 | Time: 1614.68 ms [2021-09-27 11:09:19 main:574] : INFO : Epoch 1553 | loss: 0.0310888 | val_loss: 0.0311678 | Time: 1586.13 ms [2021-09-27 11:09:21 main:574] : INFO : Epoch 1554 | loss: 0.0310866 | val_loss: 0.0311646 | Time: 1582.49 ms [2021-09-27 11:09:22 main:574] : INFO : Epoch 1555 | loss: 0.0310871 | val_loss: 0.0311744 | Time: 1599.95 ms [2021-09-27 11:09:24 main:574] : INFO : Epoch 1556 | loss: 0.0310814 | val_loss: 0.0311825 | Time: 1627.35 ms [2021-09-27 11:09:25 main:574] : INFO : Epoch 1557 | loss: 0.0310839 | val_loss: 0.0311802 | Time: 1622.08 ms [2021-09-27 11:09:27 main:574] : INFO : Epoch 1558 | loss: 0.0310829 | val_loss: 0.0311792 | Time: 1585.72 ms [2021-09-27 11:09:29 main:574] : INFO : Epoch 1559 | loss: 0.0310797 | val_loss: 0.0311784 | Time: 1668.86 ms [2021-09-27 11:09:30 main:574] : INFO : Epoch 1560 | loss: 0.0310813 | val_loss: 0.0311746 | Time: 1621.39 ms [2021-09-27 11:09:32 main:574] : INFO : Epoch 1561 | loss: 0.0310789 | val_loss: 0.0311668 | Time: 1601.48 ms [2021-09-27 11:09:34 main:574] : INFO : Epoch 1562 | loss: 0.0310755 | val_loss: 0.031173 | Time: 1623.47 ms [2021-09-27 11:09:35 main:574] : INFO : Epoch 1563 | loss: 0.0310718 | val_loss: 0.0311831 | Time: 1580.92 ms [2021-09-27 11:09:37 main:574] : INFO : Epoch 1564 | loss: 0.0310789 | val_loss: 0.0311723 | Time: 1587.85 ms [2021-09-27 11:09:38 main:574] : INFO : Epoch 1565 | loss: 0.0310785 | val_loss: 0.0311734 | Time: 1650.64 ms [2021-09-27 11:09:40 main:574] : INFO : Epoch 1566 | loss: 0.0310761 | val_loss: 0.03118 | Time: 1604.07 ms [2021-09-27 11:09:42 main:574] : INFO : Epoch 1567 | loss: 0.0310794 | val_loss: 0.0311741 | Time: 1620.59 ms [2021-09-27 11:09:43 main:574] : INFO : Epoch 1568 | loss: 0.0310741 | val_loss: 0.0311728 | Time: 1609.82 ms [2021-09-27 11:09:45 main:574] : INFO : Epoch 1569 | loss: 0.0310741 | val_loss: 0.0311611 | Time: 1636.62 ms [2021-09-27 11:09:47 main:574] : INFO : Epoch 1570 | loss: 0.0310768 | val_loss: 0.031172 | Time: 1610.93 ms [2021-09-27 11:09:48 main:574] : INFO : Epoch 1571 | loss: 0.0310817 | val_loss: 0.0311703 | Time: 1578.14 ms [2021-09-27 11:09:50 main:574] : INFO : Epoch 1572 | loss: 0.0310862 | val_loss: 0.0311701 | Time: 1633.52 ms [2021-09-27 11:09:51 main:574] : INFO : Epoch 1573 | loss: 0.0310788 | val_loss: 0.0311729 | Time: 1629.3 ms [2021-09-27 11:09:53 main:574] : INFO : Epoch 1574 | loss: 0.0310867 | val_loss: 0.0311708 | Time: 1612.36 ms [2021-09-27 11:09:55 main:574] : INFO : Epoch 1575 | loss: 0.0311179 | val_loss: 0.0311568 | Time: 1599.8 ms [2021-09-27 11:09:56 main:574] : INFO : Epoch 1576 | loss: 0.0311045 | val_loss: 0.0311665 | Time: 1618.72 ms [2021-09-27 11:09:58 main:574] : INFO : Epoch 1577 | loss: 0.0310913 | val_loss: 0.0311747 | Time: 1626.26 ms [2021-09-27 11:09:59 main:574] : INFO : Epoch 1578 | loss: 0.0310833 | val_loss: 0.0311719 | Time: 1611.91 ms [2021-09-27 11:10:01 main:574] : INFO : Epoch 1579 | loss: 0.0310816 | val_loss: 0.0311771 | Time: 1606.86 ms [2021-09-27 11:10:03 main:574] : INFO : Epoch 1580 | loss: 0.0310783 | val_loss: 0.0311664 | Time: 1616.05 ms [2021-09-27 11:10:04 main:574] : INFO : Epoch 1581 | loss: 0.0310802 | val_loss: 0.0311643 | Time: 1583.55 ms [2021-09-27 11:10:06 main:574] : INFO : Epoch 1582 | loss: 0.0310759 | val_loss: 0.0311738 | Time: 1623.03 ms [2021-09-27 11:10:08 main:574] : INFO : Epoch 1583 | loss: 0.0310749 | val_loss: 0.0311877 | Time: 1599.09 ms [2021-09-27 11:10:09 main:574] : INFO : Epoch 1584 | loss: 0.0310786 | val_loss: 0.0311874 | Time: 1588.68 ms [2021-09-27 11:10:11 main:574] : INFO : Epoch 1585 | loss: 0.0310861 | val_loss: 0.0311724 | Time: 1609.79 ms [2021-09-27 11:10:12 main:574] : INFO : Epoch 1586 | loss: 0.0310803 | val_loss: 0.031165 | Time: 1607.97 ms [2021-09-27 11:10:14 main:574] : INFO : Epoch 1587 | loss: 0.0310849 | val_loss: 0.0311757 | Time: 1603.78 ms [2021-09-27 11:10:16 main:574] : INFO : Epoch 1588 | loss: 0.031079 | val_loss: 0.0311733 | Time: 1608.29 ms [2021-09-27 11:10:17 main:574] : INFO : Epoch 1589 | loss: 0.0310772 | val_loss: 0.0311646 | Time: 1606.72 ms [2021-09-27 11:10:19 main:574] : INFO : Epoch 1590 | loss: 0.0310748 | val_loss: 0.0311811 | Time: 1619.42 ms [2021-09-27 11:10:20 main:574] : INFO : Epoch 1591 | loss: 0.0310729 | val_loss: 0.0311781 | Time: 1609.34 ms [2021-09-27 11:10:22 main:574] : INFO : Epoch 1592 | loss: 0.0310728 | val_loss: 0.0311764 | Time: 1609.37 ms [2021-09-27 11:10:24 main:574] : INFO : Epoch 1593 | loss: 0.0310773 | val_loss: 0.0311775 | Time: 1610.89 ms [2021-09-27 11:10:25 main:574] : INFO : Epoch 1594 | loss: 0.0310803 | val_loss: 0.0311844 | Time: 1602.35 ms [2021-09-27 11:10:27 main:574] : INFO : Epoch 1595 | loss: 0.0310774 | val_loss: 0.0311756 | Time: 1621.91 ms [2021-09-27 11:10:29 main:574] : INFO : Epoch 1596 | loss: 0.0310787 | val_loss: 0.0311679 | Time: 1572.02 ms [2021-09-27 11:10:30 main:574] : INFO : Epoch 1597 | loss: 0.0310759 | val_loss: 0.0311742 | Time: 1627.23 ms [2021-09-27 11:10:32 main:574] : INFO : Epoch 1598 | loss: 0.031076 | val_loss: 0.0311711 | Time: 1631.39 ms [2021-09-27 11:10:33 main:574] : INFO : Epoch 1599 | loss: 0.0310752 | val_loss: 0.0311763 | Time: 1579.27 ms [2021-09-27 11:10:35 main:574] : INFO : Epoch 1600 | loss: 0.0310776 | val_loss: 0.0311749 | Time: 1606.08 ms [2021-09-27 11:10:37 main:574] : INFO : Epoch 1601 | loss: 0.0310744 | val_loss: 0.0311729 | Time: 1628.72 ms [2021-09-27 11:10:38 main:574] : INFO : Epoch 1602 | loss: 0.0310743 | val_loss: 0.0311755 | Time: 1609.38 ms [2021-09-27 11:10:40 main:574] : INFO : Epoch 1603 | loss: 0.0310768 | val_loss: 0.0311828 | Time: 1613.6 ms [2021-09-27 11:10:42 main:574] : INFO : Epoch 1604 | loss: 0.0310761 | val_loss: 0.0311741 | Time: 1596.58 ms [2021-09-27 11:10:43 main:574] : INFO : Epoch 1605 | loss: 0.0310776 | val_loss: 0.0311686 | Time: 1612.72 ms [2021-09-27 11:10:45 main:574] : INFO : Epoch 1606 | loss: 0.0310726 | val_loss: 0.0311823 | Time: 1628.24 ms [2021-09-27 11:10:46 main:574] : INFO : Epoch 1607 | loss: 0.0310748 | val_loss: 0.0311697 | Time: 1645.61 ms [2021-09-27 11:10:48 main:574] : INFO : Epoch 1608 | loss: 0.0310733 | val_loss: 0.03117 | Time: 1590.85 ms [2021-09-27 11:10:50 main:574] : INFO : Epoch 1609 | loss: 0.0310713 | val_loss: 0.0311795 | Time: 1635.09 ms [2021-09-27 11:10:51 main:574] : INFO : Epoch 1610 | loss: 0.0310695 | val_loss: 0.0311766 | Time: 1628.51 ms [2021-09-27 11:10:53 main:574] : INFO : Epoch 1611 | loss: 0.031071 | val_loss: 0.0311793 | Time: 1609.27 ms [2021-09-27 11:10:55 main:574] : INFO : Epoch 1612 | loss: 0.0310663 | val_loss: 0.0311843 | Time: 1627.32 ms [2021-09-27 11:10:56 main:574] : INFO : Epoch 1613 | loss: 0.0310679 | val_loss: 0.0311782 | Time: 1611.81 ms [2021-09-27 11:10:58 main:574] : INFO : Epoch 1614 | loss: 0.0310686 | val_loss: 0.0311721 | Time: 1607.11 ms [2021-09-27 11:10:59 main:574] : INFO : Epoch 1615 | loss: 0.0310718 | val_loss: 0.031169 | Time: 1571.73 ms [2021-09-27 11:11:01 main:574] : INFO : Epoch 1616 | loss: 0.0310702 | val_loss: 0.0311812 | Time: 1613.38 ms [2021-09-27 11:11:03 main:574] : INFO : Epoch 1617 | loss: 0.0310668 | val_loss: 0.0311958 | Time: 1591.8 ms [2021-09-27 11:11:04 main:574] : INFO : Epoch 1618 | loss: 0.0310713 | val_loss: 0.0311954 | Time: 1601.72 ms [2021-09-27 11:11:06 main:574] : INFO : Epoch 1619 | loss: 0.0310741 | val_loss: 0.0311761 | Time: 1610.03 ms [2021-09-27 11:11:07 main:574] : INFO : Epoch 1620 | loss: 0.0310871 | val_loss: 0.0311606 | Time: 1621.41 ms [2021-09-27 11:11:09 main:574] : INFO : Epoch 1621 | loss: 0.031097 | val_loss: 0.0311575 | Time: 1627.87 ms [2021-09-27 11:11:11 main:574] : INFO : Epoch 1622 | loss: 0.0310909 | val_loss: 0.0311698 | Time: 1584.74 ms [2021-09-27 11:11:12 main:574] : INFO : Epoch 1623 | loss: 0.0310862 | val_loss: 0.0311781 | Time: 1585.96 ms [2021-09-27 11:11:14 main:574] : INFO : Epoch 1624 | loss: 0.0310797 | val_loss: 0.0311705 | Time: 1608.84 ms [2021-09-27 11:11:15 main:574] : INFO : Epoch 1625 | loss: 0.0310774 | val_loss: 0.0311633 | Time: 1592.66 ms [2021-09-27 11:11:17 main:574] : INFO : Epoch 1626 | loss: 0.0310889 | val_loss: 0.0311614 | Time: 1582.82 ms [2021-09-27 11:11:19 main:574] : INFO : Epoch 1627 | loss: 0.0310871 | val_loss: 0.031165 | Time: 1619.65 ms [2021-09-27 11:11:20 main:574] : INFO : Epoch 1628 | loss: 0.0310866 | val_loss: 0.0311655 | Time: 1592.17 ms [2021-09-27 11:11:22 main:574] : INFO : Epoch 1629 | loss: 0.0310813 | val_loss: 0.0311748 | Time: 1566.7 ms [2021-09-27 11:11:24 main:574] : INFO : Epoch 1630 | loss: 0.0310806 | val_loss: 0.0311749 | Time: 1634.53 ms [2021-09-27 11:11:25 main:574] : INFO : Epoch 1631 | loss: 0.0310766 | val_loss: 0.0311709 | Time: 1599.15 ms [2021-09-27 11:11:27 main:574] : INFO : Epoch 1632 | loss: 0.0310805 | val_loss: 0.0311686 | Time: 1629.63 ms [2021-09-27 11:11:28 main:574] : INFO : Epoch 1633 | loss: 0.0310759 | val_loss: 0.0311706 | Time: 1596.96 ms [2021-09-27 11:11:30 main:574] : INFO : Epoch 1634 | loss: 0.0310706 | val_loss: 0.0311751 | Time: 1630.92 ms [2021-09-27 11:11:32 main:574] : INFO : Epoch 1635 | loss: 0.0310822 | val_loss: 0.0311613 | Time: 1606.66 ms [2021-09-27 11:11:33 main:574] : INFO : Epoch 1636 | loss: 0.0310869 | val_loss: 0.0311683 | Time: 1623.55 ms [2021-09-27 11:11:35 main:574] : INFO : Epoch 1637 | loss: 0.0310806 | val_loss: 0.0311692 | Time: 1589.76 ms [2021-09-27 11:11:36 main:574] : INFO : Epoch 1638 | loss: 0.0310816 | val_loss: 0.0311582 | Time: 1629.73 ms [2021-09-27 11:11:38 main:574] : INFO : Epoch 1639 | loss: 0.0311118 | val_loss: 0.0311593 | Time: 1574.56 ms [2021-09-27 11:11:40 main:574] : INFO : Epoch 1640 | loss: 0.0311031 | val_loss: 0.0311553 | Time: 1646.62 ms [2021-09-27 11:11:41 main:574] : INFO : Epoch 1641 | loss: 0.0311036 | val_loss: 0.0311616 | Time: 1629.9 ms [2021-09-27 11:11:43 main:574] : INFO : Epoch 1642 | loss: 0.0310952 | val_loss: 0.0311612 | Time: 1620.26 ms [2021-09-27 11:11:45 main:574] : INFO : Epoch 1643 | loss: 0.03109 | val_loss: 0.0311576 | Time: 1628.82 ms [2021-09-27 11:11:46 main:574] : INFO : Epoch 1644 | loss: 0.0310867 | val_loss: 0.0311601 | Time: 1594.6 ms [2021-09-27 11:11:48 main:574] : INFO : Epoch 1645 | loss: 0.0310831 | val_loss: 0.0311648 | Time: 1618.87 ms [2021-09-27 11:11:50 main:574] : INFO : Epoch 1646 | loss: 0.0310839 | val_loss: 0.0311729 | Time: 1632.06 ms [2021-09-27 11:11:51 main:574] : INFO : Epoch 1647 | loss: 0.0310784 | val_loss: 0.0311623 | Time: 1611.88 ms [2021-09-27 11:11:53 main:574] : INFO : Epoch 1648 | loss: 0.0310789 | val_loss: 0.0311724 | Time: 1625.66 ms [2021-09-27 11:11:54 main:574] : INFO : Epoch 1649 | loss: 0.0310783 | val_loss: 0.0311732 | Time: 1612.45 ms [2021-09-27 11:11:56 main:574] : INFO : Epoch 1650 | loss: 0.0310777 | val_loss: 0.0311742 | Time: 1617.45 ms [2021-09-27 11:11:58 main:574] : INFO : Epoch 1651 | loss: 0.0310725 | val_loss: 0.0311766 | Time: 1591.08 ms [2021-09-27 11:11:59 main:574] : INFO : Epoch 1652 | loss: 0.0310727 | val_loss: 0.0311649 | Time: 1621.76 ms [2021-09-27 11:12:01 main:574] : INFO : Epoch 1653 | loss: 0.0310723 | val_loss: 0.0311765 | Time: 1643.29 ms [2021-09-27 11:12:03 main:574] : INFO : Epoch 1654 | loss: 0.0310714 | val_loss: 0.03117 | Time: 1619.77 ms [2021-09-27 11:12:04 main:574] : INFO : Epoch 1655 | loss: 0.0310704 | val_loss: 0.0311752 | Time: 1619.11 ms [2021-09-27 11:12:06 main:574] : INFO : Epoch 1656 | loss: 0.0310716 | val_loss: 0.0311689 | Time: 1612.85 ms [2021-09-27 11:12:07 main:574] : INFO : Epoch 1657 | loss: 0.0310728 | val_loss: 0.0311784 | Time: 1622.36 ms [2021-09-27 11:12:09 main:574] : INFO : Epoch 1658 | loss: 0.0310735 | val_loss: 0.0311558 | Time: 1575.47 ms [2021-09-27 11:12:11 main:574] : INFO : Epoch 1659 | loss: 0.0310726 | val_loss: 0.0311717 | Time: 1613 ms [2021-09-27 11:12:12 main:574] : INFO : Epoch 1660 | loss: 0.0310721 | val_loss: 0.0311675 | Time: 1629.97 ms [2021-09-27 11:12:14 main:574] : INFO : Epoch 1661 | loss: 0.0310699 | val_loss: 0.0311728 | Time: 1612.19 ms [2021-09-27 11:12:16 main:574] : INFO : Epoch 1662 | loss: 0.0310695 | val_loss: 0.0311729 | Time: 1628.84 ms [2021-09-27 11:12:17 main:574] : INFO : Epoch 1663 | loss: 0.0310689 | val_loss: 0.0311673 | Time: 1616.56 ms [2021-09-27 11:12:19 main:574] : INFO : Epoch 1664 | loss: 0.0310681 | val_loss: 0.0311746 | Time: 1619.44 ms [2021-09-27 11:12:20 main:574] : INFO : Epoch 1665 | loss: 0.0310729 | val_loss: 0.0311634 | Time: 1628.72 ms [2021-09-27 11:12:22 main:574] : INFO : Epoch 1666 | loss: 0.0310833 | val_loss: 0.031173 | Time: 1625.55 ms [2021-09-27 11:12:24 main:574] : INFO : Epoch 1667 | loss: 0.0310851 | val_loss: 0.031181 | Time: 1603.71 ms [2021-09-27 11:12:25 main:574] : INFO : Epoch 1668 | loss: 0.0310817 | val_loss: 0.0311688 | Time: 1608.78 ms [2021-09-27 11:12:27 main:574] : INFO : Epoch 1669 | loss: 0.0310743 | val_loss: 0.0311755 | Time: 1606.2 ms [2021-09-27 11:12:28 main:574] : INFO : Epoch 1670 | loss: 0.031072 | val_loss: 0.0311769 | Time: 1607.45 ms [2021-09-27 11:12:30 main:574] : INFO : Epoch 1671 | loss: 0.0310666 | val_loss: 0.031177 | Time: 1603.07 ms [2021-09-27 11:12:32 main:574] : INFO : Epoch 1672 | loss: 0.0310738 | val_loss: 0.0311599 | Time: 1607.17 ms [2021-09-27 11:12:33 main:574] : INFO : Epoch 1673 | loss: 0.0310902 | val_loss: 0.0311621 | Time: 1632.38 ms [2021-09-27 11:12:35 main:574] : INFO : Epoch 1674 | loss: 0.0310847 | val_loss: 0.0311614 | Time: 1609.81 ms [2021-09-27 11:12:37 main:574] : INFO : Epoch 1675 | loss: 0.0310759 | val_loss: 0.0311798 | Time: 1618.67 ms [2021-09-27 11:12:38 main:574] : INFO : Epoch 1676 | loss: 0.0310725 | val_loss: 0.0311801 | Time: 1630.13 ms [2021-09-27 11:12:40 main:574] : INFO : Epoch 1677 | loss: 0.031076 | val_loss: 0.031168 | Time: 1600.63 ms [2021-09-27 11:12:41 main:574] : INFO : Epoch 1678 | loss: 0.0310814 | val_loss: 0.0311739 | Time: 1621.08 ms [2021-09-27 11:12:43 main:574] : INFO : Epoch 1679 | loss: 0.0310738 | val_loss: 0.0311739 | Time: 1608.03 ms [2021-09-27 11:12:45 main:574] : INFO : Epoch 1680 | loss: 0.0310725 | val_loss: 0.0311692 | Time: 1620.59 ms [2021-09-27 11:12:46 main:574] : INFO : Epoch 1681 | loss: 0.0310906 | val_loss: 0.0311604 | Time: 1638.14 ms [2021-09-27 11:12:48 main:574] : INFO : Epoch 1682 | loss: 0.0310803 | val_loss: 0.0311751 | Time: 1585.4 ms [2021-09-27 11:12:50 main:574] : INFO : Epoch 1683 | loss: 0.031076 | val_loss: 0.0311626 | Time: 1598.88 ms [2021-09-27 11:12:51 main:574] : INFO : Epoch 1684 | loss: 0.0310722 | val_loss: 0.0311694 | Time: 1625.1 ms [2021-09-27 11:12:53 main:574] : INFO : Epoch 1685 | loss: 0.0310718 | val_loss: 0.0311765 | Time: 1631.82 ms [2021-09-27 11:12:54 main:574] : INFO : Epoch 1686 | loss: 0.0310669 | val_loss: 0.0311896 | Time: 1593.02 ms [2021-09-27 11:12:56 main:574] : INFO : Epoch 1687 | loss: 0.0310849 | val_loss: 0.0311676 | Time: 1613.36 ms [2021-09-27 11:12:58 main:574] : INFO : Epoch 1688 | loss: 0.031081 | val_loss: 0.031169 | Time: 1592.03 ms [2021-09-27 11:12:59 main:574] : INFO : Epoch 1689 | loss: 0.0310759 | val_loss: 0.0311656 | Time: 1601.57 ms [2021-09-27 11:13:01 main:574] : INFO : Epoch 1690 | loss: 0.0310719 | val_loss: 0.0311686 | Time: 1609.76 ms [2021-09-27 11:13:03 main:574] : INFO : Epoch 1691 | loss: 0.0310697 | val_loss: 0.0311816 | Time: 1622.17 ms [2021-09-27 11:13:04 main:574] : INFO : Epoch 1692 | loss: 0.0310672 | val_loss: 0.0311772 | Time: 1634.82 ms [2021-09-27 11:13:06 main:574] : INFO : Epoch 1693 | loss: 0.0310709 | val_loss: 0.0311769 | Time: 1619.96 ms [2021-09-27 11:13:07 main:574] : INFO : Epoch 1694 | loss: 0.0310727 | val_loss: 0.031166 | Time: 1588.96 ms [2021-09-27 11:13:09 main:574] : INFO : Epoch 1695 | loss: 0.0310715 | val_loss: 0.0311819 | Time: 1611.38 ms [2021-09-27 11:13:11 main:574] : INFO : Epoch 1696 | loss: 0.0310753 | val_loss: 0.0311706 | Time: 1607.71 ms [2021-09-27 11:13:12 main:574] : INFO : Epoch 1697 | loss: 0.0310872 | val_loss: 0.0311645 | Time: 1605.22 ms [2021-09-27 11:13:14 main:574] : INFO : Epoch 1698 | loss: 0.0310781 | val_loss: 0.0311797 | Time: 1611.28 ms [2021-09-27 11:13:15 main:574] : INFO : Epoch 1699 | loss: 0.0310732 | val_loss: 0.0311713 | Time: 1596.91 ms [2021-09-27 11:13:17 main:574] : INFO : Epoch 1700 | loss: 0.0310717 | val_loss: 0.0311811 | Time: 1605.1 ms [2021-09-27 11:13:19 main:574] : INFO : Epoch 1701 | loss: 0.0310724 | val_loss: 0.0311736 | Time: 1593.64 ms [2021-09-27 11:13:20 main:574] : INFO : Epoch 1702 | loss: 0.0310682 | val_loss: 0.0311799 | Time: 1605.62 ms [2021-09-27 11:13:22 main:574] : INFO : Epoch 1703 | loss: 0.0310768 | val_loss: 0.0311914 | Time: 1611.38 ms [2021-09-27 11:13:24 main:574] : INFO : Epoch 1704 | loss: 0.0310694 | val_loss: 0.0311774 | Time: 1617.62 ms [2021-09-27 11:13:25 main:574] : INFO : Epoch 1705 | loss: 0.0310678 | val_loss: 0.0311813 | Time: 1585.74 ms [2021-09-27 11:13:27 main:574] : INFO : Epoch 1706 | loss: 0.0310677 | val_loss: 0.0311847 | Time: 1599.66 ms [2021-09-27 11:13:28 main:574] : INFO : Epoch 1707 | loss: 0.0310682 | val_loss: 0.031177 | Time: 1625.62 ms [2021-09-27 11:13:30 main:574] : INFO : Epoch 1708 | loss: 0.0310678 | val_loss: 0.0311756 | Time: 1627.92 ms [2021-09-27 11:13:32 main:574] : INFO : Epoch 1709 | loss: 0.0310739 | val_loss: 0.0311672 | Time: 1632.04 ms [2021-09-27 11:13:33 main:574] : INFO : Epoch 1710 | loss: 0.0310769 | val_loss: 0.0311729 | Time: 1646.65 ms [2021-09-27 11:13:35 main:574] : INFO : Epoch 1711 | loss: 0.031081 | val_loss: 0.0311974 | Time: 1615.5 ms [2021-09-27 11:13:37 main:574] : INFO : Epoch 1712 | loss: 0.0310765 | val_loss: 0.0311709 | Time: 1581.43 ms [2021-09-27 11:13:38 main:574] : INFO : Epoch 1713 | loss: 0.0310686 | val_loss: 0.0311873 | Time: 1606.39 ms [2021-09-27 11:13:40 main:574] : INFO : Epoch 1714 | loss: 0.031068 | val_loss: 0.0311786 | Time: 1615.66 ms [2021-09-27 11:13:41 main:574] : INFO : Epoch 1715 | loss: 0.0310714 | val_loss: 0.0311992 | Time: 1586.34 ms [2021-09-27 11:13:43 main:574] : INFO : Epoch 1716 | loss: 0.0310724 | val_loss: 0.0312003 | Time: 1627.61 ms [2021-09-27 11:13:45 main:574] : INFO : Epoch 1717 | loss: 0.0310728 | val_loss: 0.0311693 | Time: 1626.88 ms [2021-09-27 11:13:46 main:574] : INFO : Epoch 1718 | loss: 0.0310748 | val_loss: 0.0311796 | Time: 1611.36 ms [2021-09-27 11:13:48 main:574] : INFO : Epoch 1719 | loss: 0.0310697 | val_loss: 0.0311779 | Time: 1615.35 ms [2021-09-27 11:13:49 main:574] : INFO : Epoch 1720 | loss: 0.0310641 | val_loss: 0.0311959 | Time: 1616.44 ms [2021-09-27 11:13:51 main:574] : INFO : Epoch 1721 | loss: 0.0310634 | val_loss: 0.0311855 | Time: 1621.1 ms [2021-09-27 11:13:53 main:574] : INFO : Epoch 1722 | loss: 0.0310669 | val_loss: 0.0311759 | Time: 1605 ms [2021-09-27 11:13:54 main:574] : INFO : Epoch 1723 | loss: 0.0310817 | val_loss: 0.0311703 | Time: 1596.74 ms [2021-09-27 11:13:56 main:574] : INFO : Epoch 1724 | loss: 0.0310823 | val_loss: 0.0311774 | Time: 1605.75 ms [2021-09-27 11:13:58 main:574] : INFO : Epoch 1725 | loss: 0.0310733 | val_loss: 0.0311747 | Time: 1588.02 ms [2021-09-27 11:13:59 main:574] : INFO : Epoch 1726 | loss: 0.0310687 | val_loss: 0.0311811 | Time: 1585.73 ms [2021-09-27 11:14:01 main:574] : INFO : Epoch 1727 | loss: 0.0310687 | val_loss: 0.0311855 | Time: 1614.46 ms [2021-09-27 11:14:02 main:574] : INFO : Epoch 1728 | loss: 0.0310656 | val_loss: 0.0311837 | Time: 1622 ms [2021-09-27 11:14:04 main:574] : INFO : Epoch 1729 | loss: 0.0310637 | val_loss: 0.0311939 | Time: 1635.61 ms [2021-09-27 11:14:06 main:574] : INFO : Epoch 1730 | loss: 0.0310748 | val_loss: 0.031181 | Time: 1613.71 ms [2021-09-27 11:14:07 main:574] : INFO : Epoch 1731 | loss: 0.0310704 | val_loss: 0.0311768 | Time: 1612.2 ms [2021-09-27 11:14:09 main:574] : INFO : Epoch 1732 | loss: 0.0310642 | val_loss: 0.0311781 | Time: 1609.82 ms [2021-09-27 11:14:11 main:574] : INFO : Epoch 1733 | loss: 0.0310623 | val_loss: 0.0311806 | Time: 1628.28 ms [2021-09-27 11:14:12 main:574] : INFO : Epoch 1734 | loss: 0.0310637 | val_loss: 0.0311773 | Time: 1607.75 ms [2021-09-27 11:14:14 main:574] : INFO : Epoch 1735 | loss: 0.031061 | val_loss: 0.0311751 | Time: 1615.68 ms [2021-09-27 11:14:15 main:574] : INFO : Epoch 1736 | loss: 0.0310635 | val_loss: 0.0311769 | Time: 1619.51 ms [2021-09-27 11:14:17 main:574] : INFO : Epoch 1737 | loss: 0.031065 | val_loss: 0.0311828 | Time: 1606.8 ms [2021-09-27 11:14:19 main:574] : INFO : Epoch 1738 | loss: 0.0310623 | val_loss: 0.0311817 | Time: 1628.2 ms [2021-09-27 11:14:20 main:574] : INFO : Epoch 1739 | loss: 0.0310648 | val_loss: 0.0311892 | Time: 1623.79 ms [2021-09-27 11:14:22 main:574] : INFO : Epoch 1740 | loss: 0.0310713 | val_loss: 0.0311601 | Time: 1577.01 ms [2021-09-27 11:14:24 main:574] : INFO : Epoch 1741 | loss: 0.0310661 | val_loss: 0.0311852 | Time: 1650.79 ms [2021-09-27 11:14:25 main:574] : INFO : Epoch 1742 | loss: 0.0310642 | val_loss: 0.031192 | Time: 1657.74 ms [2021-09-27 11:14:27 main:574] : INFO : Epoch 1743 | loss: 0.0310682 | val_loss: 0.0311721 | Time: 1623.61 ms [2021-09-27 11:14:28 main:574] : INFO : Epoch 1744 | loss: 0.0310683 | val_loss: 0.0311862 | Time: 1611.16 ms [2021-09-27 11:14:30 main:574] : INFO : Epoch 1745 | loss: 0.0310637 | val_loss: 0.0311799 | Time: 1628.51 ms [2021-09-27 11:14:32 main:574] : INFO : Epoch 1746 | loss: 0.0310614 | val_loss: 0.0311806 | Time: 1635.91 ms [2021-09-27 11:14:33 main:574] : INFO : Epoch 1747 | loss: 0.0310756 | val_loss: 0.0311666 | Time: 1623.6 ms [2021-09-27 11:14:35 main:574] : INFO : Epoch 1748 | loss: 0.0310793 | val_loss: 0.0311674 | Time: 1630.47 ms [2021-09-27 11:14:37 main:574] : INFO : Epoch 1749 | loss: 0.031072 | val_loss: 0.0311788 | Time: 1615.91 ms [2021-09-27 11:14:38 main:574] : INFO : Epoch 1750 | loss: 0.0310639 | val_loss: 0.0311776 | Time: 1616.53 ms [2021-09-27 11:14:40 main:574] : INFO : Epoch 1751 | loss: 0.031065 | val_loss: 0.0311827 | Time: 1621.94 ms [2021-09-27 11:14:42 main:574] : INFO : Epoch 1752 | loss: 0.0310625 | val_loss: 0.0311819 | Time: 1646.62 ms [2021-09-27 11:14:43 main:574] : INFO : Epoch 1753 | loss: 0.0310655 | val_loss: 0.0311832 | Time: 1607.24 ms [2021-09-27 11:14:45 main:574] : INFO : Epoch 1754 | loss: 0.0310631 | val_loss: 0.0311717 | Time: 1600.6 ms [2021-09-27 11:14:46 main:574] : INFO : Epoch 1755 | loss: 0.0310685 | val_loss: 0.03118 | Time: 1593.85 ms [2021-09-27 11:14:48 main:574] : INFO : Epoch 1756 | loss: 0.0310669 | val_loss: 0.0311784 | Time: 1599.24 ms [2021-09-27 11:14:50 main:574] : INFO : Epoch 1757 | loss: 0.0310839 | val_loss: 0.0311714 | Time: 1624.87 ms [2021-09-27 11:14:51 main:574] : INFO : Epoch 1758 | loss: 0.0310758 | val_loss: 0.0311698 | Time: 1620.07 ms [2021-09-27 11:14:53 main:574] : INFO : Epoch 1759 | loss: 0.0310674 | val_loss: 0.031191 | Time: 1573.27 ms [2021-09-27 11:14:54 main:574] : INFO : Epoch 1760 | loss: 0.0310727 | val_loss: 0.0311714 | Time: 1626.42 ms [2021-09-27 11:14:56 main:574] : INFO : Epoch 1761 | loss: 0.0310777 | val_loss: 0.0311777 | Time: 1614.85 ms [2021-09-27 11:14:58 main:574] : INFO : Epoch 1762 | loss: 0.0310694 | val_loss: 0.0311677 | Time: 1598.06 ms [2021-09-27 11:14:59 main:574] : INFO : Epoch 1763 | loss: 0.0310679 | val_loss: 0.0311797 | Time: 1601.79 ms [2021-09-27 11:15:01 main:574] : INFO : Epoch 1764 | loss: 0.0310714 | val_loss: 0.0311719 | Time: 1607.86 ms [2021-09-27 11:15:03 main:574] : INFO : Epoch 1765 | loss: 0.0310762 | val_loss: 0.0311689 | Time: 1605.91 ms [2021-09-27 11:15:04 main:574] : INFO : Epoch 1766 | loss: 0.0310779 | val_loss: 0.0311637 | Time: 1609.43 ms [2021-09-27 11:15:06 main:574] : INFO : Epoch 1767 | loss: 0.031071 | val_loss: 0.0311827 | Time: 1617.03 ms [2021-09-27 11:15:07 main:574] : INFO : Epoch 1768 | loss: 0.0310709 | val_loss: 0.0311613 | Time: 1623.8 ms [2021-09-27 11:15:09 main:574] : INFO : Epoch 1769 | loss: 0.0310724 | val_loss: 0.0311775 | Time: 1614.68 ms [2021-09-27 11:15:11 main:574] : INFO : Epoch 1770 | loss: 0.0310637 | val_loss: 0.0311747 | Time: 1630.46 ms [2021-09-27 11:15:12 main:574] : INFO : Epoch 1771 | loss: 0.0310695 | val_loss: 0.0311757 | Time: 1638.13 ms [2021-09-27 11:15:14 main:574] : INFO : Epoch 1772 | loss: 0.0310657 | val_loss: 0.0311785 | Time: 1607.02 ms [2021-09-27 11:15:16 main:574] : INFO : Epoch 1773 | loss: 0.0310654 | val_loss: 0.0311763 | Time: 1615.23 ms [2021-09-27 11:15:17 main:574] : INFO : Epoch 1774 | loss: 0.0310632 | val_loss: 0.0311802 | Time: 1630.14 ms [2021-09-27 11:15:19 main:574] : INFO : Epoch 1775 | loss: 0.0310638 | val_loss: 0.0311824 | Time: 1616.11 ms [2021-09-27 11:15:20 main:574] : INFO : Epoch 1776 | loss: 0.0310603 | val_loss: 0.0311895 | Time: 1635.07 ms [2021-09-27 11:15:22 main:574] : INFO : Epoch 1777 | loss: 0.0310612 | val_loss: 0.0311772 | Time: 1618.39 ms [2021-09-27 11:15:24 main:574] : INFO : Epoch 1778 | loss: 0.0310611 | val_loss: 0.0311927 | Time: 1603.18 ms [2021-09-27 11:15:25 main:574] : INFO : Epoch 1779 | loss: 0.0310605 | val_loss: 0.0311941 | Time: 1611.11 ms [2021-09-27 11:15:27 main:574] : INFO : Epoch 1780 | loss: 0.0310621 | val_loss: 0.0311824 | Time: 1604.3 ms [2021-09-27 11:15:29 main:574] : INFO : Epoch 1781 | loss: 0.0310554 | val_loss: 0.0311885 | Time: 1620.83 ms [2021-09-27 11:15:30 main:574] : INFO : Epoch 1782 | loss: 0.0310552 | val_loss: 0.0311789 | Time: 1634.85 ms [2021-09-27 11:15:32 main:574] : INFO : Epoch 1783 | loss: 0.0310583 | val_loss: 0.0311761 | Time: 1592.2 ms [2021-09-27 11:15:33 main:574] : INFO : Epoch 1784 | loss: 0.0310595 | val_loss: 0.0311784 | Time: 1587.86 ms [2021-09-27 11:15:35 main:574] : INFO : Epoch 1785 | loss: 0.0310595 | val_loss: 0.0311825 | Time: 1600.67 ms [2021-09-27 11:15:37 main:574] : INFO : Epoch 1786 | loss: 0.0310705 | val_loss: 0.0311743 | Time: 1606.32 ms [2021-09-27 11:15:38 main:574] : INFO : Epoch 1787 | loss: 0.0310656 | val_loss: 0.0311824 | Time: 1597.25 ms [2021-09-27 11:15:40 main:574] : INFO : Epoch 1788 | loss: 0.031064 | val_loss: 0.0311682 | Time: 1623.46 ms [2021-09-27 11:15:41 main:574] : INFO : Epoch 1789 | loss: 0.0310686 | val_loss: 0.0311743 | Time: 1605.92 ms [2021-09-27 11:15:43 main:574] : INFO : Epoch 1790 | loss: 0.0310631 | val_loss: 0.0311764 | Time: 1629.93 ms [2021-09-27 11:15:45 main:574] : INFO : Epoch 1791 | loss: 0.0310615 | val_loss: 0.0311885 | Time: 1584.8 ms [2021-09-27 11:15:46 main:574] : INFO : Epoch 1792 | loss: 0.0310657 | val_loss: 0.031169 | Time: 1610.75 ms [2021-09-27 11:15:48 main:574] : INFO : Epoch 1793 | loss: 0.0310631 | val_loss: 0.0311729 | Time: 1599.19 ms [2021-09-27 11:15:50 main:574] : INFO : Epoch 1794 | loss: 0.0310628 | val_loss: 0.0311851 | Time: 1616.09 ms [2021-09-27 11:15:51 main:574] : INFO : Epoch 1795 | loss: 0.0310643 | val_loss: 0.0311864 | Time: 1601.24 ms [2021-09-27 11:15:53 main:574] : INFO : Epoch 1796 | loss: 0.0310612 | val_loss: 0.0311793 | Time: 1590.18 ms [2021-09-27 11:15:54 main:574] : INFO : Epoch 1797 | loss: 0.0310575 | val_loss: 0.0311854 | Time: 1605.48 ms [2021-09-27 11:15:56 main:574] : INFO : Epoch 1798 | loss: 0.0310589 | val_loss: 0.0311711 | Time: 1569.02 ms [2021-09-27 11:15:58 main:574] : INFO : Epoch 1799 | loss: 0.0310954 | val_loss: 0.0311635 | Time: 1619.83 ms [2021-09-27 11:15:59 main:574] : INFO : Epoch 1800 | loss: 0.031101 | val_loss: 0.0311684 | Time: 1627.53 ms [2021-09-27 11:16:01 main:574] : INFO : Epoch 1801 | loss: 0.0310941 | val_loss: 0.0311648 | Time: 1621.33 ms [2021-09-27 11:16:02 main:574] : INFO : Epoch 1802 | loss: 0.0310875 | val_loss: 0.0311604 | Time: 1610.12 ms [2021-09-27 11:16:04 main:574] : INFO : Epoch 1803 | loss: 0.0310815 | val_loss: 0.0311776 | Time: 1597.03 ms [2021-09-27 11:16:06 main:574] : INFO : Epoch 1804 | loss: 0.0310912 | val_loss: 0.0311518 | Time: 1597.72 ms [2021-09-27 11:16:07 main:574] : INFO : Epoch 1805 | loss: 0.0310896 | val_loss: 0.0311667 | Time: 1617.8 ms [2021-09-27 11:16:09 main:574] : INFO : Epoch 1806 | loss: 0.0310836 | val_loss: 0.0311646 | Time: 1598.5 ms [2021-09-27 11:16:11 main:574] : INFO : Epoch 1807 | loss: 0.031079 | val_loss: 0.0311786 | Time: 1614.67 ms [2021-09-27 11:16:12 main:574] : INFO : Epoch 1808 | loss: 0.03107 | val_loss: 0.0311736 | Time: 1609.53 ms [2021-09-27 11:16:14 main:574] : INFO : Epoch 1809 | loss: 0.0310697 | val_loss: 0.0311813 | Time: 1610.64 ms [2021-09-27 11:16:15 main:574] : INFO : Epoch 1810 | loss: 0.0310704 | val_loss: 0.031174 | Time: 1603.99 ms [2021-09-27 11:16:17 main:574] : INFO : Epoch 1811 | loss: 0.0310665 | val_loss: 0.0311771 | Time: 1612.76 ms [2021-09-27 11:16:19 main:574] : INFO : Epoch 1812 | loss: 0.031061 | val_loss: 0.031171 | Time: 1613.24 ms [2021-09-27 11:16:20 main:574] : INFO : Epoch 1813 | loss: 0.0310583 | val_loss: 0.0311831 | Time: 1610.17 ms [2021-09-27 11:16:22 main:574] : INFO : Epoch 1814 | loss: 0.0310568 | val_loss: 0.0311639 | Time: 1615.03 ms [2021-09-27 11:16:23 main:574] : INFO : Epoch 1815 | loss: 0.0310567 | val_loss: 0.0311759 | Time: 1593.19 ms [2021-09-27 11:16:25 main:574] : INFO : Epoch 1816 | loss: 0.0310613 | val_loss: 0.0311751 | Time: 1595.32 ms [2021-09-27 11:16:27 main:574] : INFO : Epoch 1817 | loss: 0.031063 | val_loss: 0.0311808 | Time: 1617.7 ms [2021-09-27 11:16:28 main:574] : INFO : Epoch 1818 | loss: 0.0310595 | val_loss: 0.0311964 | Time: 1611.69 ms [2021-09-27 11:16:30 main:574] : INFO : Epoch 1819 | loss: 0.0310575 | val_loss: 0.0311747 | Time: 1621.25 ms [2021-09-27 11:16:32 main:574] : INFO : Epoch 1820 | loss: 0.0310634 | val_loss: 0.031174 | Time: 1609.29 ms [2021-09-27 11:16:33 main:574] : INFO : Epoch 1821 | loss: 0.0310601 | val_loss: 0.0311925 | Time: 1583.99 ms [2021-09-27 11:16:35 main:574] : INFO : Epoch 1822 | loss: 0.0310608 | val_loss: 0.0311658 | Time: 1605.64 ms [2021-09-27 11:16:36 main:574] : INFO : Epoch 1823 | loss: 0.0310654 | val_loss: 0.0311829 | Time: 1622.81 ms [2021-09-27 11:16:38 main:574] : INFO : Epoch 1824 | loss: 0.0310668 | val_loss: 0.0311788 | Time: 1631.02 ms [2021-09-27 11:16:40 main:574] : INFO : Epoch 1825 | loss: 0.0310681 | val_loss: 0.0311621 | Time: 1632.31 ms [2021-09-27 11:16:41 main:574] : INFO : Epoch 1826 | loss: 0.0310786 | val_loss: 0.0311612 | Time: 1611.46 ms [2021-09-27 11:16:43 main:574] : INFO : Epoch 1827 | loss: 0.0310784 | val_loss: 0.0311693 | Time: 1602.67 ms [2021-09-27 11:16:45 main:574] : INFO : Epoch 1828 | loss: 0.031076 | val_loss: 0.0311702 | Time: 1613.46 ms [2021-09-27 11:16:46 main:574] : INFO : Epoch 1829 | loss: 0.0310679 | val_loss: 0.0311737 | Time: 1610.25 ms [2021-09-27 11:16:48 main:574] : INFO : Epoch 1830 | loss: 0.0310656 | val_loss: 0.0311811 | Time: 1620.2 ms [2021-09-27 11:16:49 main:574] : INFO : Epoch 1831 | loss: 0.0310665 | val_loss: 0.0311722 | Time: 1601.89 ms [2021-09-27 11:16:51 main:574] : INFO : Epoch 1832 | loss: 0.0310634 | val_loss: 0.031175 | Time: 1613.25 ms [2021-09-27 11:16:53 main:574] : INFO : Epoch 1833 | loss: 0.0310672 | val_loss: 0.0311757 | Time: 1590.14 ms [2021-09-27 11:16:54 main:574] : INFO : Epoch 1834 | loss: 0.0310697 | val_loss: 0.0311643 | Time: 1612.96 ms [2021-09-27 11:16:56 main:574] : INFO : Epoch 1835 | loss: 0.0310706 | val_loss: 0.0311738 | Time: 1628.53 ms [2021-09-27 11:16:58 main:574] : INFO : Epoch 1836 | loss: 0.0310629 | val_loss: 0.0311778 | Time: 1616.23 ms [2021-09-27 11:16:59 main:574] : INFO : Epoch 1837 | loss: 0.0310604 | val_loss: 0.0311775 | Time: 1585.09 ms [2021-09-27 11:17:01 main:574] : INFO : Epoch 1838 | loss: 0.0310561 | val_loss: 0.0311659 | Time: 1639.73 ms [2021-09-27 11:17:02 main:574] : INFO : Epoch 1839 | loss: 0.0310629 | val_loss: 0.0312006 | Time: 1609.47 ms [2021-09-27 11:17:04 main:574] : INFO : Epoch 1840 | loss: 0.0310618 | val_loss: 0.031175 | Time: 1630.26 ms [2021-09-27 11:17:06 main:574] : INFO : Epoch 1841 | loss: 0.0310614 | val_loss: 0.0311727 | Time: 1609.87 ms [2021-09-27 11:17:07 main:574] : INFO : Epoch 1842 | loss: 0.0310598 | val_loss: 0.0311886 | Time: 1632.03 ms [2021-09-27 11:17:09 main:574] : INFO : Epoch 1843 | loss: 0.0310587 | val_loss: 0.031176 | Time: 1622.24 ms [2021-09-27 11:17:11 main:574] : INFO : Epoch 1844 | loss: 0.0310564 | val_loss: 0.0311851 | Time: 1611.36 ms [2021-09-27 11:17:12 main:574] : INFO : Epoch 1845 | loss: 0.0310556 | val_loss: 0.0311787 | Time: 1590.24 ms [2021-09-27 11:17:14 main:574] : INFO : Epoch 1846 | loss: 0.0310631 | val_loss: 0.0311768 | Time: 1571.64 ms [2021-09-27 11:17:15 main:574] : INFO : Epoch 1847 | loss: 0.0310608 | val_loss: 0.0311827 | Time: 1597.58 ms [2021-09-27 11:17:17 main:574] : INFO : Epoch 1848 | loss: 0.0310693 | val_loss: 0.0311776 | Time: 1594.86 ms [2021-09-27 11:17:19 main:574] : INFO : Epoch 1849 | loss: 0.0310668 | val_loss: 0.0311747 | Time: 1610.43 ms [2021-09-27 11:17:20 main:574] : INFO : Epoch 1850 | loss: 0.0310692 | val_loss: 0.0311849 | Time: 1620.15 ms [2021-09-27 11:17:22 main:574] : INFO : Epoch 1851 | loss: 0.0310681 | val_loss: 0.0311792 | Time: 1614.9 ms [2021-09-27 11:17:23 main:574] : INFO : Epoch 1852 | loss: 0.0310689 | val_loss: 0.0311879 | Time: 1621.23 ms [2021-09-27 11:17:25 main:574] : INFO : Epoch 1853 | loss: 0.0310619 | val_loss: 0.0311828 | Time: 1589.95 ms [2021-09-27 11:17:27 main:574] : INFO : Epoch 1854 | loss: 0.0310577 | val_loss: 0.0311699 | Time: 1609.46 ms [2021-09-27 11:17:28 main:574] : INFO : Epoch 1855 | loss: 0.0310631 | val_loss: 0.0311721 | Time: 1621.71 ms [2021-09-27 11:17:30 main:574] : INFO : Epoch 1856 | loss: 0.0310593 | val_loss: 0.0311846 | Time: 1578.27 ms [2021-09-27 11:17:31 main:574] : INFO : Epoch 1857 | loss: 0.0310601 | val_loss: 0.0311849 | Time: 1633.71 ms [2021-09-27 11:17:33 main:574] : INFO : Epoch 1858 | loss: 0.0310619 | val_loss: 0.0311684 | Time: 1605.71 ms [2021-09-27 11:17:35 main:574] : INFO : Epoch 1859 | loss: 0.0310866 | val_loss: 0.0311649 | Time: 1631.29 ms [2021-09-27 11:17:36 main:574] : INFO : Epoch 1860 | loss: 0.0310727 | val_loss: 0.0311759 | Time: 1620.8 ms [2021-09-27 11:17:38 main:574] : INFO : Epoch 1861 | loss: 0.0310652 | val_loss: 0.0311734 | Time: 1620.91 ms [2021-09-27 11:17:40 main:574] : INFO : Epoch 1862 | loss: 0.0310594 | val_loss: 0.0311657 | Time: 1626.51 ms [2021-09-27 11:17:41 main:574] : INFO : Epoch 1863 | loss: 0.0310607 | val_loss: 0.0311784 | Time: 1620.25 ms [2021-09-27 11:17:43 main:574] : INFO : Epoch 1864 | loss: 0.0310556 | val_loss: 0.0311735 | Time: 1619.72 ms [2021-09-27 11:17:45 main:574] : INFO : Epoch 1865 | loss: 0.0310689 | val_loss: 0.031182 | Time: 1599.47 ms [2021-09-27 11:17:46 main:574] : INFO : Epoch 1866 | loss: 0.0310593 | val_loss: 0.031182 | Time: 1630.89 ms [2021-09-27 11:17:48 main:574] : INFO : Epoch 1867 | loss: 0.0310592 | val_loss: 0.0311804 | Time: 1620.83 ms [2021-09-27 11:17:49 main:574] : INFO : Epoch 1868 | loss: 0.0310572 | val_loss: 0.0311876 | Time: 1620.12 ms [2021-09-27 11:17:51 main:574] : INFO : Epoch 1869 | loss: 0.0310586 | val_loss: 0.0311802 | Time: 1599.6 ms [2021-09-27 11:17:53 main:574] : INFO : Epoch 1870 | loss: 0.0310573 | val_loss: 0.0311859 | Time: 1589.09 ms [2021-09-27 11:17:54 main:574] : INFO : Epoch 1871 | loss: 0.0310698 | val_loss: 0.0311783 | Time: 1613.7 ms [2021-09-27 11:17:56 main:574] : INFO : Epoch 1872 | loss: 0.0310735 | val_loss: 0.0311705 | Time: 1645.13 ms [2021-09-27 11:17:58 main:574] : INFO : Epoch 1873 | loss: 0.031064 | val_loss: 0.0311686 | Time: 1613.69 ms [2021-09-27 11:17:59 main:574] : INFO : Epoch 1874 | loss: 0.0310562 | val_loss: 0.0311847 | Time: 1592.52 ms [2021-09-27 11:18:01 main:574] : INFO : Epoch 1875 | loss: 0.0310558 | val_loss: 0.0311907 | Time: 1588.68 ms [2021-09-27 11:18:02 main:574] : INFO : Epoch 1876 | loss: 0.0310529 | val_loss: 0.0311685 | Time: 1602.47 ms [2021-09-27 11:18:04 main:574] : INFO : Epoch 1877 | loss: 0.0310538 | val_loss: 0.0311747 | Time: 1612.22 ms [2021-09-27 11:18:06 main:574] : INFO : Epoch 1878 | loss: 0.0310573 | val_loss: 0.0311957 | Time: 1620.7 ms [2021-09-27 11:18:07 main:574] : INFO : Epoch 1879 | loss: 0.0310563 | val_loss: 0.031179 | Time: 1623.66 ms [2021-09-27 11:18:09 main:574] : INFO : Epoch 1880 | loss: 0.03106 | val_loss: 0.0311694 | Time: 1611.22 ms [2021-09-27 11:18:10 main:574] : INFO : Epoch 1881 | loss: 0.03106 | val_loss: 0.0311929 | Time: 1591.25 ms [2021-09-27 11:18:12 main:574] : INFO : Epoch 1882 | loss: 0.0310554 | val_loss: 0.0311764 | Time: 1581.68 ms [2021-09-27 11:18:14 main:574] : INFO : Epoch 1883 | loss: 0.0310496 | val_loss: 0.031181 | Time: 1619.03 ms [2021-09-27 11:18:15 main:574] : INFO : Epoch 1884 | loss: 0.0310525 | val_loss: 0.0311878 | Time: 1623.6 ms [2021-09-27 11:18:17 main:574] : INFO : Epoch 1885 | loss: 0.0310511 | val_loss: 0.0311804 | Time: 1606.44 ms [2021-09-27 11:18:18 main:574] : INFO : Epoch 1886 | loss: 0.0310545 | val_loss: 0.0311812 | Time: 1582.97 ms [2021-09-27 11:18:20 main:574] : INFO : Epoch 1887 | loss: 0.0310704 | val_loss: 0.0311835 | Time: 1589.22 ms [2021-09-27 11:18:22 main:574] : INFO : Epoch 1888 | loss: 0.0310624 | val_loss: 0.0311733 | Time: 1637.9 ms [2021-09-27 11:18:23 main:574] : INFO : Epoch 1889 | loss: 0.0310668 | val_loss: 0.0311768 | Time: 1590.96 ms [2021-09-27 11:18:25 main:574] : INFO : Epoch 1890 | loss: 0.0310665 | val_loss: 0.03117 | Time: 1603.56 ms [2021-09-27 11:18:27 main:574] : INFO : Epoch 1891 | loss: 0.0311014 | val_loss: 0.0311639 | Time: 1607.07 ms [2021-09-27 11:18:28 main:574] : INFO : Epoch 1892 | loss: 0.0310947 | val_loss: 0.0311647 | Time: 1622.41 ms [2021-09-27 11:18:30 main:574] : INFO : Epoch 1893 | loss: 0.0310837 | val_loss: 0.0311688 | Time: 1624.82 ms [2021-09-27 11:18:31 main:574] : INFO : Epoch 1894 | loss: 0.0310754 | val_loss: 0.0311702 | Time: 1604.38 ms [2021-09-27 11:18:33 main:574] : INFO : Epoch 1895 | loss: 0.0310764 | val_loss: 0.0311774 | Time: 1609.82 ms [2021-09-27 11:18:35 main:574] : INFO : Epoch 1896 | loss: 0.0310635 | val_loss: 0.0311849 | Time: 1623.84 ms [2021-09-27 11:18:36 main:574] : INFO : Epoch 1897 | loss: 0.0310617 | val_loss: 0.0311778 | Time: 1621.49 ms [2021-09-27 11:18:38 main:574] : INFO : Epoch 1898 | loss: 0.0310573 | val_loss: 0.0311815 | Time: 1595.32 ms [2021-09-27 11:18:40 main:574] : INFO : Epoch 1899 | loss: 0.0310615 | val_loss: 0.0311638 | Time: 1601.97 ms [2021-09-27 11:18:41 main:574] : INFO : Epoch 1900 | loss: 0.0310636 | val_loss: 0.031166 | Time: 1614.18 ms [2021-09-27 11:18:43 main:574] : INFO : Epoch 1901 | loss: 0.031073 | val_loss: 0.0311762 | Time: 1616.31 ms [2021-09-27 11:18:44 main:574] : INFO : Epoch 1902 | loss: 0.0310677 | val_loss: 0.0311706 | Time: 1637.09 ms [2021-09-27 11:18:46 main:574] : INFO : Epoch 1903 | loss: 0.0310574 | val_loss: 0.0311788 | Time: 1595.42 ms [2021-09-27 11:18:48 main:574] : INFO : Epoch 1904 | loss: 0.0310573 | val_loss: 0.0311794 | Time: 1620.61 ms [2021-09-27 11:18:49 main:574] : INFO : Epoch 1905 | loss: 0.0310543 | val_loss: 0.0311764 | Time: 1613.88 ms [2021-09-27 11:18:51 main:574] : INFO : Epoch 1906 | loss: 0.0310615 | val_loss: 0.0311691 | Time: 1588.83 ms [2021-09-27 11:18:52 main:574] : INFO : Epoch 1907 | loss: 0.0310555 | val_loss: 0.0311735 | Time: 1627.09 ms [2021-09-27 11:18:54 main:574] : INFO : Epoch 1908 | loss: 0.031054 | val_loss: 0.0311831 | Time: 1578.52 ms [2021-09-27 11:18:56 main:574] : INFO : Epoch 1909 | loss: 0.0310638 | val_loss: 0.0311799 | Time: 1614.8 ms [2021-09-27 11:18:57 main:574] : INFO : Epoch 1910 | loss: 0.0310561 | val_loss: 0.0311727 | Time: 1617.78 ms [2021-09-27 11:18:59 main:574] : INFO : Epoch 1911 | loss: 0.0310564 | val_loss: 0.0311905 | Time: 1618 ms [2021-09-27 11:19:01 main:574] : INFO : Epoch 1912 | loss: 0.0310652 | val_loss: 0.0311732 | Time: 1631.67 ms [2021-09-27 11:19:02 main:574] : INFO : Epoch 1913 | loss: 0.0310706 | val_loss: 0.0312015 | Time: 1597.43 ms [2021-09-27 11:19:04 main:574] : INFO : Epoch 1914 | loss: 0.031059 | val_loss: 0.0311723 | Time: 1596.26 ms [2021-09-27 11:19:05 main:574] : INFO : Epoch 1915 | loss: 0.0310563 | val_loss: 0.0311738 | Time: 1608.86 ms [2021-09-27 11:19:07 main:574] : INFO : Epoch 1916 | loss: 0.0310547 | val_loss: 0.031187 | Time: 1621.81 ms [2021-09-27 11:19:09 main:574] : INFO : Epoch 1917 | loss: 0.0310498 | val_loss: 0.0311764 | Time: 1612.15 ms [2021-09-27 11:19:10 main:574] : INFO : Epoch 1918 | loss: 0.0310474 | val_loss: 0.03119 | Time: 1640.74 ms [2021-09-27 11:19:12 main:574] : INFO : Epoch 1919 | loss: 0.0310543 | val_loss: 0.0311835 | Time: 1658.25 ms [2021-09-27 11:19:14 main:574] : INFO : Epoch 1920 | loss: 0.0310483 | val_loss: 0.0311853 | Time: 1602.29 ms [2021-09-27 11:19:15 main:574] : INFO : Epoch 1921 | loss: 0.0310467 | val_loss: 0.0311913 | Time: 1631.84 ms [2021-09-27 11:19:17 main:574] : INFO : Epoch 1922 | loss: 0.0310604 | val_loss: 0.0311584 | Time: 1643.45 ms [2021-09-27 11:19:19 main:574] : INFO : Epoch 1923 | loss: 0.0310887 | val_loss: 0.0311704 | Time: 1612.88 ms [2021-09-27 11:19:20 main:574] : INFO : Epoch 1924 | loss: 0.031077 | val_loss: 0.0311721 | Time: 1610.52 ms [2021-09-27 11:19:22 main:574] : INFO : Epoch 1925 | loss: 0.0310693 | val_loss: 0.0311704 | Time: 1627.61 ms [2021-09-27 11:19:23 main:574] : INFO : Epoch 1926 | loss: 0.0310582 | val_loss: 0.0311914 | Time: 1626.74 ms [2021-09-27 11:19:25 main:574] : INFO : Epoch 1927 | loss: 0.0310631 | val_loss: 0.0311872 | Time: 1605.91 ms [2021-09-27 11:19:27 main:574] : INFO : Epoch 1928 | loss: 0.0310592 | val_loss: 0.0311909 | Time: 1592.44 ms [2021-09-27 11:19:28 main:574] : INFO : Epoch 1929 | loss: 0.0310597 | val_loss: 0.0311939 | Time: 1608.83 ms [2021-09-27 11:19:30 main:574] : INFO : Epoch 1930 | loss: 0.0310571 | val_loss: 0.0311786 | Time: 1629.61 ms [2021-09-27 11:19:32 main:574] : INFO : Epoch 1931 | loss: 0.031053 | val_loss: 0.0311828 | Time: 1625.25 ms [2021-09-27 11:19:33 main:574] : INFO : Epoch 1932 | loss: 0.0310479 | val_loss: 0.0311836 | Time: 1599.17 ms [2021-09-27 11:19:35 main:574] : INFO : Epoch 1933 | loss: 0.0310598 | val_loss: 0.0311752 | Time: 1622.42 ms [2021-09-27 11:19:36 main:574] : INFO : Epoch 1934 | loss: 0.0310718 | val_loss: 0.0311606 | Time: 1608.09 ms [2021-09-27 11:19:38 main:574] : INFO : Epoch 1935 | loss: 0.0310662 | val_loss: 0.0311848 | Time: 1632.87 ms [2021-09-27 11:19:40 main:574] : INFO : Epoch 1936 | loss: 0.0310567 | val_loss: 0.0311751 | Time: 1606.69 ms [2021-09-27 11:19:41 main:574] : INFO : Epoch 1937 | loss: 0.031052 | val_loss: 0.0311822 | Time: 1623.3 ms [2021-09-27 11:19:43 main:574] : INFO : Epoch 1938 | loss: 0.0310534 | val_loss: 0.0311792 | Time: 1659.47 ms [2021-09-27 11:19:45 main:574] : INFO : Epoch 1939 | loss: 0.0310635 | val_loss: 0.0311779 | Time: 1656.87 ms [2021-09-27 11:19:46 main:574] : INFO : Epoch 1940 | loss: 0.031057 | val_loss: 0.0311882 | Time: 1632.37 ms [2021-09-27 11:19:48 main:574] : INFO : Epoch 1941 | loss: 0.0310521 | val_loss: 0.0311813 | Time: 1621.11 ms [2021-09-27 11:19:49 main:574] : INFO : Epoch 1942 | loss: 0.0310575 | val_loss: 0.0311774 | Time: 1625.15 ms [2021-09-27 11:19:51 main:574] : INFO : Epoch 1943 | loss: 0.0310565 | val_loss: 0.0312045 | Time: 1620.59 ms [2021-09-27 11:19:53 main:574] : INFO : Epoch 1944 | loss: 0.0310567 | val_loss: 0.031176 | Time: 1631.36 ms [2021-09-27 11:19:54 main:574] : INFO : Epoch 1945 | loss: 0.0310577 | val_loss: 0.0311761 | Time: 1618.64 ms [2021-09-27 11:19:56 main:574] : INFO : Epoch 1946 | loss: 0.0310627 | val_loss: 0.0311807 | Time: 1634.05 ms [2021-09-27 11:19:58 main:574] : INFO : Epoch 1947 | loss: 0.0310593 | val_loss: 0.0311771 | Time: 1636.07 ms [2021-09-27 11:19:59 main:574] : INFO : Epoch 1948 | loss: 0.0310714 | val_loss: 0.0311776 | Time: 1611.3 ms [2021-09-27 11:20:01 main:574] : INFO : Epoch 1949 | loss: 0.0310692 | val_loss: 0.0311729 | Time: 1617.74 ms [2021-09-27 11:20:03 main:574] : INFO : Epoch 1950 | loss: 0.0310589 | val_loss: 0.0311882 | Time: 1657.84 ms [2021-09-27 11:20:04 main:574] : INFO : Epoch 1951 | loss: 0.0310517 | val_loss: 0.0311878 | Time: 1614.95 ms [2021-09-27 11:20:06 main:574] : INFO : Epoch 1952 | loss: 0.0310533 | val_loss: 0.0311815 | Time: 1573.08 ms [2021-09-27 11:20:08 main:574] : INFO : Epoch 1953 | loss: 0.0310549 | val_loss: 0.0311783 | Time: 1636.65 ms [2021-09-27 11:20:09 main:574] : INFO : Epoch 1954 | loss: 0.0310506 | val_loss: 0.0311844 | Time: 1613.43 ms [2021-09-27 11:20:11 main:574] : INFO : Epoch 1955 | loss: 0.0310484 | val_loss: 0.0311746 | Time: 1615.58 ms [2021-09-27 11:20:12 main:574] : INFO : Epoch 1956 | loss: 0.0310529 | val_loss: 0.0311849 | Time: 1643.47 ms [2021-09-27 11:20:14 main:574] : INFO : Epoch 1957 | loss: 0.0310462 | val_loss: 0.0311917 | Time: 1596.02 ms [2021-09-27 11:20:16 main:574] : INFO : Epoch 1958 | loss: 0.0310467 | val_loss: 0.0311816 | Time: 1631.63 ms [2021-09-27 11:20:17 main:574] : INFO : Epoch 1959 | loss: 0.0310545 | val_loss: 0.0311755 | Time: 1591.22 ms [2021-09-27 11:20:19 main:574] : INFO : Epoch 1960 | loss: 0.0310778 | val_loss: 0.031173 | Time: 1620.81 ms [2021-09-27 11:20:21 main:574] : INFO : Epoch 1961 | loss: 0.0310686 | val_loss: 0.0311841 | Time: 1624.85 ms [2021-09-27 11:20:22 main:574] : INFO : Epoch 1962 | loss: 0.0310623 | val_loss: 0.0311823 | Time: 1637.36 ms [2021-09-27 11:20:24 main:574] : INFO : Epoch 1963 | loss: 0.031094 | val_loss: 0.031156 | Time: 1642.99 ms [2021-09-27 11:20:25 main:574] : INFO : Epoch 1964 | loss: 0.0311054 | val_loss: 0.0311605 | Time: 1614.72 ms [2021-09-27 11:20:27 main:574] : INFO : Epoch 1965 | loss: 0.0310921 | val_loss: 0.0311591 | Time: 1587.38 ms [2021-09-27 11:20:29 main:574] : INFO : Epoch 1966 | loss: 0.0310799 | val_loss: 0.0311639 | Time: 1627.31 ms [2021-09-27 11:20:30 main:574] : INFO : Epoch 1967 | loss: 0.0310703 | val_loss: 0.0311691 | Time: 1603.63 ms [2021-09-27 11:20:32 main:574] : INFO : Epoch 1968 | loss: 0.0310663 | val_loss: 0.0311713 | Time: 1617.86 ms [2021-09-27 11:20:34 main:574] : INFO : Epoch 1969 | loss: 0.0310594 | val_loss: 0.031178 | Time: 1616.01 ms [2021-09-27 11:20:35 main:574] : INFO : Epoch 1970 | loss: 0.0310599 | val_loss: 0.031184 | Time: 1622.3 ms [2021-09-27 11:20:37 main:574] : INFO : Epoch 1971 | loss: 0.0310565 | val_loss: 0.0311894 | Time: 1594.32 ms [2021-09-27 11:20:38 main:574] : INFO : Epoch 1972 | loss: 0.0310541 | val_loss: 0.0311878 | Time: 1604.96 ms [2021-09-27 11:20:40 main:574] : INFO : Epoch 1973 | loss: 0.0310566 | val_loss: 0.0311799 | Time: 1615.28 ms [2021-09-27 11:20:42 main:574] : INFO : Epoch 1974 | loss: 0.0310495 | val_loss: 0.0311805 | Time: 1634.98 ms [2021-09-27 11:20:43 main:574] : INFO : Epoch 1975 | loss: 0.0310526 | val_loss: 0.031179 | Time: 1612.52 ms [2021-09-27 11:20:45 main:574] : INFO : Epoch 1976 | loss: 0.0310791 | val_loss: 0.0311767 | Time: 1605.46 ms [2021-09-27 11:20:46 main:574] : INFO : Epoch 1977 | loss: 0.0310791 | val_loss: 0.0311761 | Time: 1606.08 ms [2021-09-27 11:20:48 main:574] : INFO : Epoch 1978 | loss: 0.0310859 | val_loss: 0.0311671 | Time: 1610.57 ms [2021-09-27 11:20:50 main:574] : INFO : Epoch 1979 | loss: 0.0310727 | val_loss: 0.0311811 | Time: 1609.26 ms [2021-09-27 11:20:51 main:574] : INFO : Epoch 1980 | loss: 0.031066 | val_loss: 0.0311694 | Time: 1597.92 ms [2021-09-27 11:20:53 main:574] : INFO : Epoch 1981 | loss: 0.031059 | val_loss: 0.0311852 | Time: 1599.14 ms [2021-09-27 11:20:55 main:574] : INFO : Epoch 1982 | loss: 0.0310571 | val_loss: 0.0311804 | Time: 1624.56 ms [2021-09-27 11:20:56 main:574] : INFO : Epoch 1983 | loss: 0.0310549 | val_loss: 0.031157 | Time: 1609.37 ms [2021-09-27 11:20:58 main:574] : INFO : Epoch 1984 | loss: 0.0310875 | val_loss: 0.0311687 | Time: 1638.79 ms [2021-09-27 11:20:59 main:574] : INFO : Epoch 1985 | loss: 0.0310759 | val_loss: 0.0311661 | Time: 1595.61 ms [2021-09-27 11:21:01 main:574] : INFO : Epoch 1986 | loss: 0.031066 | val_loss: 0.0311787 | Time: 1624.97 ms [2021-09-27 11:21:03 main:574] : INFO : Epoch 1987 | loss: 0.0310596 | val_loss: 0.0311779 | Time: 1586.97 ms [2021-09-27 11:21:04 main:574] : INFO : Epoch 1988 | loss: 0.0310704 | val_loss: 0.0311677 | Time: 1616.38 ms [2021-09-27 11:21:06 main:574] : INFO : Epoch 1989 | loss: 0.0310763 | val_loss: 0.0311582 | Time: 1614.97 ms [2021-09-27 11:21:08 main:574] : INFO : Epoch 1990 | loss: 0.0310663 | val_loss: 0.0311813 | Time: 1609.43 ms [2021-09-27 11:21:09 main:574] : INFO : Epoch 1991 | loss: 0.0310661 | val_loss: 0.0311767 | Time: 1611.55 ms [2021-09-27 11:21:11 main:574] : INFO : Epoch 1992 | loss: 0.0310657 | val_loss: 0.0311736 | Time: 1628.79 ms [2021-09-27 11:21:12 main:574] : INFO : Epoch 1993 | loss: 0.0310545 | val_loss: 0.0311704 | Time: 1604.12 ms [2021-09-27 11:21:14 main:574] : INFO : Epoch 1994 | loss: 0.0310484 | val_loss: 0.031196 | Time: 1635.03 ms [2021-09-27 11:21:16 main:574] : INFO : Epoch 1995 | loss: 0.0310508 | val_loss: 0.0311858 | Time: 1592.3 ms [2021-09-27 11:21:17 main:574] : INFO : Epoch 1996 | loss: 0.0310569 | val_loss: 0.0312088 | Time: 1616.71 ms [2021-09-27 11:21:19 main:574] : INFO : Epoch 1997 | loss: 0.0310588 | val_loss: 0.0311816 | Time: 1613.86 ms [2021-09-27 11:21:21 main:574] : INFO : Epoch 1998 | loss: 0.0310523 | val_loss: 0.0311772 | Time: 1613.74 ms [2021-09-27 11:21:22 main:574] : INFO : Epoch 1999 | loss: 0.0310484 | val_loss: 0.0311863 | Time: 1647.87 ms [2021-09-27 11:21:24 main:574] : INFO : Epoch 2000 | loss: 0.031049 | val_loss: 0.0311867 | Time: 1647.19 ms [2021-09-27 11:21:25 main:574] : INFO : Epoch 2001 | loss: 0.0310447 | val_loss: 0.0311997 | Time: 1588.68 ms [2021-09-27 11:21:27 main:574] : INFO : Epoch 2002 | loss: 0.0310445 | val_loss: 0.0311872 | Time: 1642.58 ms [2021-09-27 11:21:29 main:574] : INFO : Epoch 2003 | loss: 0.0310432 | val_loss: 0.0311927 | Time: 1583.1 ms [2021-09-27 11:21:30 main:574] : INFO : Epoch 2004 | loss: 0.0310411 | val_loss: 0.0311883 | Time: 1622.08 ms [2021-09-27 11:21:32 main:574] : INFO : Epoch 2005 | loss: 0.0310414 | val_loss: 0.0311956 | Time: 1610.53 ms [2021-09-27 11:21:34 main:574] : INFO : Epoch 2006 | loss: 0.0310392 | val_loss: 0.0311891 | Time: 1624.55 ms [2021-09-27 11:21:35 main:574] : INFO : Epoch 2007 | loss: 0.0310414 | val_loss: 0.031183 | Time: 1596.19 ms [2021-09-27 11:21:37 main:574] : INFO : Epoch 2008 | loss: 0.0310468 | val_loss: 0.0311818 | Time: 1574.87 ms [2021-09-27 11:21:38 main:574] : INFO : Epoch 2009 | loss: 0.0310523 | val_loss: 0.0311765 | Time: 1623.69 ms [2021-09-27 11:21:40 main:574] : INFO : Epoch 2010 | loss: 0.0310482 | val_loss: 0.0311862 | Time: 1657.29 ms [2021-09-27 11:21:42 main:574] : INFO : Epoch 2011 | loss: 0.0310433 | val_loss: 0.0312027 | Time: 1637.26 ms [2021-09-27 11:21:43 main:574] : INFO : Epoch 2012 | loss: 0.0310486 | val_loss: 0.0311979 | Time: 1610.28 ms [2021-09-27 11:21:45 main:574] : INFO : Epoch 2013 | loss: 0.031045 | val_loss: 0.0311969 | Time: 1624.17 ms [2021-09-27 11:21:47 main:574] : INFO : Epoch 2014 | loss: 0.0310493 | val_loss: 0.031187 | Time: 1587.42 ms [2021-09-27 11:21:48 main:574] : INFO : Epoch 2015 | loss: 0.0310554 | val_loss: 0.0311906 | Time: 1607.64 ms [2021-09-27 11:21:50 main:574] : INFO : Epoch 2016 | loss: 0.0310501 | val_loss: 0.031186 | Time: 1598.7 ms [2021-09-27 11:21:51 main:574] : INFO : Epoch 2017 | loss: 0.0310634 | val_loss: 0.0311911 | Time: 1617.08 ms [2021-09-27 11:21:53 main:574] : INFO : Epoch 2018 | loss: 0.0310579 | val_loss: 0.0311886 | Time: 1577.75 ms [2021-09-27 11:21:55 main:574] : INFO : Epoch 2019 | loss: 0.0310566 | val_loss: 0.031184 | Time: 1609.55 ms [2021-09-27 11:21:56 main:574] : INFO : Epoch 2020 | loss: 0.03105 | val_loss: 0.0311783 | Time: 1609.51 ms [2021-09-27 11:21:58 main:574] : INFO : Epoch 2021 | loss: 0.0310504 | val_loss: 0.0311835 | Time: 1613.53 ms [2021-09-27 11:21:59 main:574] : INFO : Epoch 2022 | loss: 0.0310521 | val_loss: 0.0311964 | Time: 1590 ms [2021-09-27 11:22:01 main:574] : INFO : Epoch 2023 | loss: 0.0310538 | val_loss: 0.0311929 | Time: 1598.61 ms [2021-09-27 11:22:03 main:574] : INFO : Epoch 2024 | loss: 0.031049 | val_loss: 0.0311883 | Time: 1616.33 ms [2021-09-27 11:22:04 main:574] : INFO : Epoch 2025 | loss: 0.0310442 | val_loss: 0.031205 | Time: 1637.52 ms [2021-09-27 11:22:06 main:574] : INFO : Epoch 2026 | loss: 0.0310456 | val_loss: 0.0311881 | Time: 1628.5 ms [2021-09-27 11:22:08 main:574] : INFO : Epoch 2027 | loss: 0.0310497 | val_loss: 0.0311914 | Time: 1614.33 ms [2021-09-27 11:22:09 main:574] : INFO : Epoch 2028 | loss: 0.0310569 | val_loss: 0.0311814 | Time: 1607.89 ms [2021-09-27 11:22:11 main:574] : INFO : Epoch 2029 | loss: 0.0310536 | val_loss: 0.0311795 | Time: 1571.82 ms [2021-09-27 11:22:12 main:574] : INFO : Epoch 2030 | loss: 0.0310468 | val_loss: 0.0311959 | Time: 1606.99 ms [2021-09-27 11:22:14 main:574] : INFO : Epoch 2031 | loss: 0.0310515 | val_loss: 0.0312 | Time: 1595.8 ms [2021-09-27 11:22:16 main:574] : INFO : Epoch 2032 | loss: 0.0310581 | val_loss: 0.0311872 | Time: 1586.02 ms [2021-09-27 11:22:17 main:574] : INFO : Epoch 2033 | loss: 0.0311092 | val_loss: 0.0311532 | Time: 1598.34 ms [2021-09-27 11:22:19 main:574] : INFO : Epoch 2034 | loss: 0.0311296 | val_loss: 0.0311469 | Time: 1592.17 ms [2021-09-27 11:22:20 main:574] : INFO : Epoch 2035 | loss: 0.0311169 | val_loss: 0.0311496 | Time: 1629.21 ms [2021-09-27 11:22:22 main:574] : INFO : Epoch 2036 | loss: 0.0311082 | val_loss: 0.0311514 | Time: 1586.01 ms [2021-09-27 11:22:24 main:574] : INFO : Epoch 2037 | loss: 0.0311018 | val_loss: 0.0311558 | Time: 1590.65 ms [2021-09-27 11:22:25 main:574] : INFO : Epoch 2038 | loss: 0.0310928 | val_loss: 0.031159 | Time: 1615.67 ms [2021-09-27 11:22:27 main:574] : INFO : Epoch 2039 | loss: 0.0310877 | val_loss: 0.0311557 | Time: 1634.44 ms [2021-09-27 11:22:29 main:574] : INFO : Epoch 2040 | loss: 0.0310828 | val_loss: 0.0311689 | Time: 1629.02 ms [2021-09-27 11:22:30 main:574] : INFO : Epoch 2041 | loss: 0.0310797 | val_loss: 0.0311545 | Time: 1619.39 ms [2021-09-27 11:22:32 main:574] : INFO : Epoch 2042 | loss: 0.0310845 | val_loss: 0.0311648 | Time: 1613.48 ms [2021-09-27 11:22:33 main:574] : INFO : Epoch 2043 | loss: 0.0310782 | val_loss: 0.0311617 | Time: 1602.28 ms [2021-09-27 11:22:35 main:574] : INFO : Epoch 2044 | loss: 0.0310718 | val_loss: 0.0311721 | Time: 1615.12 ms [2021-09-27 11:22:37 main:574] : INFO : Epoch 2045 | loss: 0.0310661 | val_loss: 0.0311722 | Time: 1611.62 ms [2021-09-27 11:22:38 main:574] : INFO : Epoch 2046 | loss: 0.0310655 | val_loss: 0.0311765 | Time: 1607.11 ms [2021-09-27 11:22:40 main:574] : INFO : Epoch 2047 | loss: 0.0310657 | val_loss: 0.0311682 | Time: 1623.61 ms [2021-09-27 11:22:42 main:574] : INFO : Epoch 2048 | loss: 0.031065 | val_loss: 0.0311735 | Time: 1625.3 ms [2021-09-27 11:22:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311735 [2021-09-27 11:22:42 main:603] : INFO : Saving end state to config to file [2021-09-27 11:22:42 main:608] : INFO : Success, exiting.. 11:22:42 (10048): 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)