Task 7643175
| Name | ParityModified-1631733570-27809-1_1 |
| Workunit | 5145526 |
| Created | 27 Sep 2021, 9:30:32 UTC |
| Sent | 27 Sep 2021, 10:48:31 UTC |
| Report deadline | 4 Oct 2021, 10:48:31 UTC |
| Received | 28 Sep 2021, 1:42:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 54 min 48 sec |
| CPU time | 54 min 22 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 1593.76 ms
[2021-09-27 20:20:54 main:574] : INFO : Epoch 1543 | loss: 0.0311764 | val_loss: 0.0311953 | Time: 1621.67 ms
[2021-09-27 20:20:55 main:574] : INFO : Epoch 1544 | loss: 0.0311818 | val_loss: 0.0311831 | Time: 1597.27 ms
[2021-09-27 20:20:57 main:574] : INFO : Epoch 1545 | loss: 0.0311745 | val_loss: 0.0311794 | Time: 1619.84 ms
[2021-09-27 20:20:59 main:574] : INFO : Epoch 1546 | loss: 0.0311739 | val_loss: 0.031176 | Time: 1600.91 ms
[2021-09-27 20:21:00 main:574] : INFO : Epoch 1547 | loss: 0.0311716 | val_loss: 0.0311822 | Time: 1570.49 ms
[2021-09-27 20:21:02 main:574] : INFO : Epoch 1548 | loss: 0.0311739 | val_loss: 0.0311819 | Time: 1610.39 ms
[2021-09-27 20:21:03 main:574] : INFO : Epoch 1549 | loss: 0.0311719 | val_loss: 0.0311781 | Time: 1594.29 ms
[2021-09-27 20:21:05 main:574] : INFO : Epoch 1550 | loss: 0.03117 | val_loss: 0.0311816 | Time: 1593.91 ms
[2021-09-27 20:21:06 main:574] : INFO : Epoch 1551 | loss: 0.0311741 | val_loss: 0.0311767 | Time: 1576.66 ms
[2021-09-27 20:21:08 main:574] : INFO : Epoch 1552 | loss: 0.0311712 | val_loss: 0.0311763 | Time: 1609.7 ms
[2021-09-27 20:21:10 main:574] : INFO : Epoch 1553 | loss: 0.0311699 | val_loss: 0.031176 | Time: 1587.76 ms
[2021-09-27 20:21:11 main:574] : INFO : Epoch 1554 | loss: 0.0311711 | val_loss: 0.031178 | Time: 1587 ms
[2021-09-27 20:21:13 main:574] : INFO : Epoch 1555 | loss: 0.0311715 | val_loss: 0.0311763 | Time: 1598.84 ms
[2021-09-27 20:21:15 main:574] : INFO : Epoch 1556 | loss: 0.0311757 | val_loss: 0.0311857 | Time: 1607.48 ms
[2021-09-27 20:21:16 main:574] : INFO : Epoch 1557 | loss: 0.0311708 | val_loss: 0.0311788 | Time: 1629.16 ms
[2021-09-27 20:21:18 main:574] : INFO : Epoch 1558 | loss: 0.0311682 | val_loss: 0.0311799 | Time: 1591.87 ms
[2021-09-27 20:21:19 main:574] : INFO : Epoch 1559 | loss: 0.0311681 | val_loss: 0.0311783 | Time: 1613.38 ms
[2021-09-27 20:21:21 main:574] : INFO : Epoch 1560 | loss: 0.0311667 | val_loss: 0.0311764 | Time: 1635.45 ms
[2021-09-27 20:21:23 main:574] : INFO : Epoch 1561 | loss: 0.0311676 | val_loss: 0.031185 | Time: 1579.97 ms
[2021-09-27 20:21:24 main:574] : INFO : Epoch 1562 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 1626.69 ms
[2021-09-27 20:21:26 main:574] : INFO : Epoch 1563 | loss: 0.0311691 | val_loss: 0.031176 | Time: 1589.02 ms
[2021-09-27 20:21:27 main:574] : INFO : Epoch 1564 | loss: 0.0311684 | val_loss: 0.0311829 | Time: 1596.64 ms
[2021-09-27 20:21:29 main:574] : INFO : Epoch 1565 | loss: 0.0311728 | val_loss: 0.0311806 | Time: 1626.85 ms
[2021-09-27 20:21:31 main:574] : INFO : Epoch 1566 | loss: 0.0311768 | val_loss: 0.031179 | Time: 1588.74 ms
[2021-09-27 20:21:32 main:574] : INFO : Epoch 1567 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 1604.22 ms
[2021-09-27 20:21:34 main:574] : INFO : Epoch 1568 | loss: 0.0311667 | val_loss: 0.0311766 | Time: 1614.12 ms
[2021-09-27 20:21:36 main:574] : INFO : Epoch 1569 | loss: 0.0311667 | val_loss: 0.0311776 | Time: 1605.7 ms
[2021-09-27 20:21:37 main:574] : INFO : Epoch 1570 | loss: 0.0311673 | val_loss: 0.0311764 | Time: 1599.67 ms
[2021-09-27 20:21:39 main:574] : INFO : Epoch 1571 | loss: 0.0311702 | val_loss: 0.0311877 | Time: 1573.95 ms
[2021-09-27 20:21:40 main:574] : INFO : Epoch 1572 | loss: 0.0311692 | val_loss: 0.0311775 | Time: 1613.11 ms
[2021-09-27 20:21:42 main:574] : INFO : Epoch 1573 | loss: 0.031168 | val_loss: 0.0311777 | Time: 1598.54 ms
[2021-09-27 20:21:44 main:574] : INFO : Epoch 1574 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 1640.55 ms
[2021-09-27 20:21:45 main:574] : INFO : Epoch 1575 | loss: 0.031167 | val_loss: 0.0311791 | Time: 1624.94 ms
[2021-09-27 20:21:47 main:574] : INFO : Epoch 1576 | loss: 0.0311656 | val_loss: 0.0311783 | Time: 1555.92 ms
[2021-09-27 20:21:48 main:574] : INFO : Epoch 1577 | loss: 0.0311662 | val_loss: 0.0311778 | Time: 1604.5 ms
[2021-09-27 20:21:50 main:574] : INFO : Epoch 1578 | loss: 0.0311665 | val_loss: 0.0311781 | Time: 1588.05 ms
[2021-09-27 20:21:52 main:574] : INFO : Epoch 1579 | loss: 0.0311666 | val_loss: 0.0311799 | Time: 1582.22 ms
[2021-09-27 20:21:53 main:574] : INFO : Epoch 1580 | loss: 0.0311653 | val_loss: 0.0311772 | Time: 1603.95 ms
[2021-09-27 20:21:55 main:574] : INFO : Epoch 1581 | loss: 0.0311655 | val_loss: 0.0311759 | Time: 1579.12 ms
[2021-09-27 20:21:56 main:574] : INFO : Epoch 1582 | loss: 0.0311639 | val_loss: 0.0311767 | Time: 1599.07 ms
[2021-09-27 20:21:58 main:574] : INFO : Epoch 1583 | loss: 0.0311648 | val_loss: 0.031179 | Time: 1582.05 ms
[2021-09-27 20:22:00 main:574] : INFO : Epoch 1584 | loss: 0.0311645 | val_loss: 0.0311797 | Time: 1589.26 ms
[2021-09-27 20:22:01 main:574] : INFO : Epoch 1585 | loss: 0.0311663 | val_loss: 0.0311965 | Time: 1582.82 ms
[2021-09-27 20:22:03 main:574] : INFO : Epoch 1586 | loss: 0.0311671 | val_loss: 0.0311776 | Time: 1630.04 ms
[2021-09-27 20:22:04 main:574] : INFO : Epoch 1587 | loss: 0.0311646 | val_loss: 0.0311808 | Time: 1568.28 ms
[2021-09-27 20:22:06 main:574] : INFO : Epoch 1588 | loss: 0.031167 | val_loss: 0.0311803 | Time: 1590.53 ms
[2021-09-27 20:22:08 main:574] : INFO : Epoch 1589 | loss: 0.0311644 | val_loss: 0.0311783 | Time: 1620.58 ms
[2021-09-27 20:22:09 main:574] : INFO : Epoch 1590 | loss: 0.0311656 | val_loss: 0.0311818 | Time: 1574.08 ms
[2021-09-27 20:22:11 main:574] : INFO : Epoch 1591 | loss: 0.0311694 | val_loss: 0.0311907 | Time: 1578.56 ms
[2021-09-27 20:22:12 main:574] : INFO : Epoch 1592 | loss: 0.0311706 | val_loss: 0.031187 | Time: 1609.74 ms
[2021-09-27 20:22:14 main:574] : INFO : Epoch 1593 | loss: 0.0311685 | val_loss: 0.0311804 | Time: 1583.25 ms
[2021-09-27 20:22:16 main:574] : INFO : Epoch 1594 | loss: 0.0311636 | val_loss: 0.0311768 | Time: 1575.75 ms
[2021-09-27 20:22:17 main:574] : INFO : Epoch 1595 | loss: 0.0311638 | val_loss: 0.0311773 | Time: 1601.76 ms
[2021-09-27 20:22:19 main:574] : INFO : Epoch 1596 | loss: 0.0311652 | val_loss: 0.0311812 | Time: 1615.58 ms
[2021-09-27 20:22:20 main:574] : INFO : Epoch 1597 | loss: 0.0311631 | val_loss: 0.031176 | Time: 1601.67 ms
[2021-09-27 20:22:22 main:574] : INFO : Epoch 1598 | loss: 0.0311618 | val_loss: 0.031178 | Time: 1621.72 ms
[2021-09-27 20:22:24 main:574] : INFO : Epoch 1599 | loss: 0.0311628 | val_loss: 0.0311887 | Time: 1568.34 ms
[2021-09-27 20:22:25 main:574] : INFO : Epoch 1600 | loss: 0.0311655 | val_loss: 0.0311781 | Time: 1608.75 ms
[2021-09-27 20:22:27 main:574] : INFO : Epoch 1601 | loss: 0.0311644 | val_loss: 0.0311785 | Time: 1610.71 ms
[2021-09-27 20:22:28 main:574] : INFO : Epoch 1602 | loss: 0.0311627 | val_loss: 0.0311758 | Time: 1572.48 ms
[2021-09-27 20:22:30 main:574] : INFO : Epoch 1603 | loss: 0.0311699 | val_loss: 0.0311936 | Time: 1583.57 ms
[2021-09-27 20:22:32 main:574] : INFO : Epoch 1604 | loss: 0.0311755 | val_loss: 0.0311846 | Time: 1613.43 ms
[2021-09-27 20:22:33 main:574] : INFO : Epoch 1605 | loss: 0.0311674 | val_loss: 0.0311773 | Time: 1578.36 ms
[2021-09-27 20:22:35 main:574] : INFO : Epoch 1606 | loss: 0.0311684 | val_loss: 0.0311936 | Time: 1569.66 ms
[2021-09-27 20:22:36 main:574] : INFO : Epoch 1607 | loss: 0.0311725 | val_loss: 0.0311765 | Time: 1589.12 ms
[2021-09-27 20:22:38 main:574] : INFO : Epoch 1608 | loss: 0.0311721 | val_loss: 0.0311754 | Time: 1609.61 ms
[2021-09-27 20:22:40 main:574] : INFO : Epoch 1609 | loss: 0.0311648 | val_loss: 0.0311747 | Time: 1625.53 ms
[2021-09-27 20:22:41 main:574] : INFO : Epoch 1610 | loss: 0.0311645 | val_loss: 0.0311803 | Time: 1587.89 ms
[2021-09-27 20:22:43 main:574] : INFO : Epoch 1611 | loss: 0.0311644 | val_loss: 0.0311791 | Time: 1572.86 ms
[2021-09-27 20:22:44 main:574] : INFO : Epoch 1612 | loss: 0.0311637 | val_loss: 0.0311801 | Time: 1611.55 ms
[2021-09-27 20:22:46 main:574] : INFO : Epoch 1613 | loss: 0.0311628 | val_loss: 0.0311787 | Time: 1611.08 ms
[2021-09-27 20:22:48 main:574] : INFO : Epoch 1614 | loss: 0.0311646 | val_loss: 0.0311776 | Time: 1594.03 ms
[2021-09-27 20:22:49 main:574] : INFO : Epoch 1615 | loss: 0.031163 | val_loss: 0.0311758 | Time: 1582.2 ms
[2021-09-27 20:22:51 main:574] : INFO : Epoch 1616 | loss: 0.0311635 | val_loss: 0.0311848 | Time: 1601.51 ms
[2021-09-27 20:22:52 main:574] : INFO : Epoch 1617 | loss: 0.0311623 | val_loss: 0.0311817 | Time: 1585.22 ms
[2021-09-27 20:22:54 main:574] : INFO : Epoch 1618 | loss: 0.0311609 | val_loss: 0.0311817 | Time: 1573.92 ms
[2021-09-27 20:22:56 main:574] : INFO : Epoch 1619 | loss: 0.0311636 | val_loss: 0.03118 | Time: 1595.14 ms
[2021-09-27 20:22:57 main:574] : INFO : Epoch 1620 | loss: 0.0311633 | val_loss: 0.0311879 | Time: 1581.65 ms
[2021-09-27 20:22:59 main:574] : INFO : Epoch 1621 | loss: 0.0311667 | val_loss: 0.0311785 | Time: 1593.3 ms
[2021-09-27 20:23:00 main:574] : INFO : Epoch 1622 | loss: 0.0311662 | val_loss: 0.0311801 | Time: 1603.87 ms
[2021-09-27 20:23:02 main:574] : INFO : Epoch 1623 | loss: 0.0311667 | val_loss: 0.0311785 | Time: 1597.7 ms
[2021-09-27 20:23:04 main:574] : INFO : Epoch 1624 | loss: 0.0311617 | val_loss: 0.0311768 | Time: 1585.71 ms
[2021-09-27 20:23:05 main:574] : INFO : Epoch 1625 | loss: 0.0311599 | val_loss: 0.0311809 | Time: 1585.04 ms
[2021-09-27 20:23:07 main:574] : INFO : Epoch 1626 | loss: 0.0311617 | val_loss: 0.0311802 | Time: 1579.51 ms
[2021-09-27 20:23:08 main:574] : INFO : Epoch 1627 | loss: 0.031161 | val_loss: 0.0311882 | Time: 1561.46 ms
[2021-09-27 20:23:10 main:574] : INFO : Epoch 1628 | loss: 0.0311637 | val_loss: 0.0311789 | Time: 1576.3 ms
[2021-09-27 20:23:11 main:574] : INFO : Epoch 1629 | loss: 0.0311641 | val_loss: 0.0311809 | Time: 1575.84 ms
[2021-09-27 20:23:13 main:574] : INFO : Epoch 1630 | loss: 0.0311651 | val_loss: 0.0311824 | Time: 1571.4 ms
[2021-09-27 20:23:15 main:574] : INFO : Epoch 1631 | loss: 0.0311646 | val_loss: 0.0311785 | Time: 1574.85 ms
[2021-09-27 20:23:16 main:574] : INFO : Epoch 1632 | loss: 0.031165 | val_loss: 0.0311779 | Time: 1563.99 ms
[2021-09-27 20:23:18 main:574] : INFO : Epoch 1633 | loss: 0.0311614 | val_loss: 0.0311937 | Time: 1585.6 ms
[2021-09-27 20:23:19 main:574] : INFO : Epoch 1634 | loss: 0.0311688 | val_loss: 0.0311942 | Time: 1611.47 ms
[2021-09-27 20:23:21 main:574] : INFO : Epoch 1635 | loss: 0.0311661 | val_loss: 0.0311827 | Time: 1603 ms
[2021-09-27 20:23:23 main:574] : INFO : Epoch 1636 | loss: 0.0311654 | val_loss: 0.0311755 | Time: 1590.55 ms
[2021-09-27 20:23:24 main:574] : INFO : Epoch 1637 | loss: 0.0311667 | val_loss: 0.0311817 | Time: 1598.97 ms
[2021-09-27 20:23:26 main:574] : INFO : Epoch 1638 | loss: 0.0311643 | val_loss: 0.0311872 | Time: 1572.18 ms
[2021-09-27 20:23:27 main:574] : INFO : Epoch 1639 | loss: 0.0311647 | val_loss: 0.0311853 | Time: 1584.36 ms
[2021-09-27 20:23:29 main:574] : INFO : Epoch 1640 | loss: 0.0311617 | val_loss: 0.0311802 | Time: 1601.54 ms
[2021-09-27 20:23:31 main:574] : INFO : Epoch 1641 | loss: 0.03116 | val_loss: 0.0311811 | Time: 1598.97 ms
[2021-09-27 20:23:32 main:574] : INFO : Epoch 1642 | loss: 0.0311591 | val_loss: 0.0311812 | Time: 1575.32 ms
[2021-09-27 20:23:34 main:574] : INFO : Epoch 1643 | loss: 0.0311574 | val_loss: 0.0311837 | Time: 1608.99 ms
[2021-09-27 20:23:35 main:574] : INFO : Epoch 1644 | loss: 0.0311596 | val_loss: 0.0311814 | Time: 1591.77 ms
[2021-09-27 20:23:37 main:574] : INFO : Epoch 1645 | loss: 0.0311597 | val_loss: 0.0311823 | Time: 1580.84 ms
[2021-09-27 20:23:39 main:574] : INFO : Epoch 1646 | loss: 0.0311607 | val_loss: 0.0311841 | Time: 1629.99 ms
[2021-09-27 20:23:40 main:574] : INFO : Epoch 1647 | loss: 0.0311591 | val_loss: 0.0311813 | Time: 1600.02 ms
[2021-09-27 20:23:42 main:574] : INFO : Epoch 1648 | loss: 0.0311595 | val_loss: 0.0311863 | Time: 1601.19 ms
[2021-09-27 20:23:43 main:574] : INFO : Epoch 1649 | loss: 0.0311637 | val_loss: 0.0311782 | Time: 1623.05 ms
[2021-09-27 20:23:45 main:574] : INFO : Epoch 1650 | loss: 0.0311616 | val_loss: 0.0311805 | Time: 1569.92 ms
[2021-09-27 20:23:47 main:574] : INFO : Epoch 1651 | loss: 0.0311643 | val_loss: 0.0312055 | Time: 1603.88 ms
[2021-09-27 20:23:48 main:574] : INFO : Epoch 1652 | loss: 0.0311735 | val_loss: 0.0311765 | Time: 1562.77 ms
[2021-09-27 20:23:50 main:574] : INFO : Epoch 1653 | loss: 0.0311625 | val_loss: 0.0311806 | Time: 1599.37 ms
[2021-09-27 20:23:51 main:574] : INFO : Epoch 1654 | loss: 0.0311591 | val_loss: 0.0311853 | Time: 1588.26 ms
[2021-09-27 20:23:53 main:574] : INFO : Epoch 1655 | loss: 0.0311608 | val_loss: 0.0311815 | Time: 1599.01 ms
[2021-09-27 20:23:55 main:574] : INFO : Epoch 1656 | loss: 0.031157 | val_loss: 0.0311853 | Time: 1626.32 ms
[2021-09-27 20:23:56 main:574] : INFO : Epoch 1657 | loss: 0.0311596 | val_loss: 0.0311827 | Time: 1579.64 ms
[2021-09-27 20:23:58 main:574] : INFO : Epoch 1658 | loss: 0.0311617 | val_loss: 0.0311805 | Time: 1582.83 ms
[2021-09-27 20:23:59 main:574] : INFO : Epoch 1659 | loss: 0.0311589 | val_loss: 0.0311806 | Time: 1609.62 ms
[2021-09-27 20:24:01 main:574] : INFO : Epoch 1660 | loss: 0.0311626 | val_loss: 0.0311947 | Time: 1589.16 ms
[2021-09-27 20:24:03 main:574] : INFO : Epoch 1661 | loss: 0.0311617 | val_loss: 0.0311791 | Time: 1591.13 ms
[2021-09-27 20:24:04 main:574] : INFO : Epoch 1662 | loss: 0.0311651 | val_loss: 0.0311784 | Time: 1617.98 ms
[2021-09-27 20:24:06 main:574] : INFO : Epoch 1663 | loss: 0.0311732 | val_loss: 0.0311772 | Time: 1572.56 ms
[2021-09-27 20:24:07 main:574] : INFO : Epoch 1664 | loss: 0.0311623 | val_loss: 0.0311791 | Time: 1605.83 ms
[2021-09-27 20:24:09 main:574] : INFO : Epoch 1665 | loss: 0.0311631 | val_loss: 0.0311844 | Time: 1583.33 ms
[2021-09-27 20:24:11 main:574] : INFO : Epoch 1666 | loss: 0.0311611 | val_loss: 0.0311802 | Time: 1607.7 ms
[2021-09-27 20:24:12 main:574] : INFO : Epoch 1667 | loss: 0.0311589 | val_loss: 0.0311797 | Time: 1612.45 ms
[2021-09-27 20:24:14 main:574] : INFO : Epoch 1668 | loss: 0.0311705 | val_loss: 0.0311809 | Time: 1569.17 ms
[2021-09-27 20:24:16 main:574] : INFO : Epoch 1669 | loss: 0.0311712 | val_loss: 0.0311838 | Time: 1626.12 ms
[2021-09-27 20:24:17 main:574] : INFO : Epoch 1670 | loss: 0.0311739 | val_loss: 0.031179 | Time: 1613.68 ms
[2021-09-27 20:24:19 main:574] : INFO : Epoch 1671 | loss: 0.0311699 | val_loss: 0.0311782 | Time: 1594.78 ms
[2021-09-27 20:24:20 main:574] : INFO : Epoch 1672 | loss: 0.0311646 | val_loss: 0.0311765 | Time: 1596.21 ms
[2021-09-27 20:24:22 main:574] : INFO : Epoch 1673 | loss: 0.031164 | val_loss: 0.031177 | Time: 1596.77 ms
[2021-09-27 20:24:24 main:574] : INFO : Epoch 1674 | loss: 0.0311623 | val_loss: 0.031176 | Time: 1588.32 ms
[2021-09-27 20:24:25 main:574] : INFO : Epoch 1675 | loss: 0.0311597 | val_loss: 0.031176 | Time: 1603.08 ms
[2021-09-27 20:24:27 main:574] : INFO : Epoch 1676 | loss: 0.0311597 | val_loss: 0.0311784 | Time: 1592.88 ms
[2021-09-27 20:24:28 main:574] : INFO : Epoch 1677 | loss: 0.0311598 | val_loss: 0.0311797 | Time: 1601.43 ms
[2021-09-27 20:24:30 main:574] : INFO : Epoch 1678 | loss: 0.0311696 | val_loss: 0.0311831 | Time: 1592.13 ms
[2021-09-27 20:24:32 main:574] : INFO : Epoch 1679 | loss: 0.031169 | val_loss: 0.0311842 | Time: 1584.9 ms
[2021-09-27 20:24:33 main:574] : INFO : Epoch 1680 | loss: 0.0311685 | val_loss: 0.0311793 | Time: 1590.92 ms
[2021-09-27 20:24:35 main:574] : INFO : Epoch 1681 | loss: 0.0311692 | val_loss: 0.0311781 | Time: 1620.77 ms
[2021-09-27 20:24:36 main:574] : INFO : Epoch 1682 | loss: 0.031164 | val_loss: 0.0311783 | Time: 1593.29 ms
[2021-09-27 20:24:38 main:574] : INFO : Epoch 1683 | loss: 0.0311622 | val_loss: 0.0311811 | Time: 1569.4 ms
[2021-09-27 20:24:40 main:574] : INFO : Epoch 1684 | loss: 0.0311636 | val_loss: 0.0311866 | Time: 1575.92 ms
[2021-09-27 20:24:41 main:574] : INFO : Epoch 1685 | loss: 0.0311687 | val_loss: 0.0311784 | Time: 1608.86 ms
[2021-09-27 20:24:43 main:574] : INFO : Epoch 1686 | loss: 0.0311666 | val_loss: 0.0311835 | Time: 1565.51 ms
[2021-09-27 20:24:44 main:574] : INFO : Epoch 1687 | loss: 0.031164 | val_loss: 0.0311781 | Time: 1596.41 ms
[2021-09-27 20:24:46 main:574] : INFO : Epoch 1688 | loss: 0.0311578 | val_loss: 0.0311815 | Time: 1602.64 ms
[2021-09-27 20:24:48 main:574] : INFO : Epoch 1689 | loss: 0.0311604 | val_loss: 0.0311816 | Time: 1604.22 ms
[2021-09-27 20:24:49 main:574] : INFO : Epoch 1690 | loss: 0.0311652 | val_loss: 0.0311864 | Time: 1604.2 ms
[2021-09-27 20:24:51 main:574] : INFO : Epoch 1691 | loss: 0.0311622 | val_loss: 0.0311859 | Time: 1602.66 ms
[2021-09-27 20:24:52 main:574] : INFO : Epoch 1692 | loss: 0.031162 | val_loss: 0.0311812 | Time: 1599.95 ms
[2021-09-27 20:24:54 main:574] : INFO : Epoch 1693 | loss: 0.0311624 | val_loss: 0.031181 | Time: 1612.36 ms
[2021-09-27 20:24:56 main:574] : INFO : Epoch 1694 | loss: 0.0311594 | val_loss: 0.031179 | Time: 1597.11 ms
[2021-09-27 20:24:57 main:574] : INFO : Epoch 1695 | loss: 0.0311598 | val_loss: 0.0311782 | Time: 1624.26 ms
[2021-09-27 20:24:59 main:574] : INFO : Epoch 1696 | loss: 0.0311639 | val_loss: 0.0311874 | Time: 1584.84 ms
[2021-09-27 20:25:00 main:574] : INFO : Epoch 1697 | loss: 0.0311655 | val_loss: 0.0311825 | Time: 1624.79 ms
[2021-09-27 20:25:02 main:574] : INFO : Epoch 1698 | loss: 0.0311662 | val_loss: 0.0311917 | Time: 1599.42 ms
[2021-09-27 20:25:04 main:574] : INFO : Epoch 1699 | loss: 0.0311656 | val_loss: 0.0311793 | Time: 1551.1 ms
[2021-09-27 20:25:05 main:574] : INFO : Epoch 1700 | loss: 0.0311605 | val_loss: 0.0311749 | Time: 1603.39 ms
[2021-09-27 20:25:07 main:574] : INFO : Epoch 1701 | loss: 0.0311601 | val_loss: 0.031178 | Time: 1578.37 ms
[2021-09-27 20:25:08 main:574] : INFO : Epoch 1702 | loss: 0.0311565 | val_loss: 0.031179 | Time: 1572.08 ms
[2021-09-27 20:25:10 main:574] : INFO : Epoch 1703 | loss: 0.031158 | val_loss: 0.0311827 | Time: 1586.24 ms
[2021-09-27 20:25:12 main:574] : INFO : Epoch 1704 | loss: 0.0311572 | val_loss: 0.0311786 | Time: 1606.28 ms
[2021-09-27 20:25:13 main:574] : INFO : Epoch 1705 | loss: 0.0311571 | val_loss: 0.031178 | Time: 1611.42 ms
[2021-09-27 20:25:15 main:574] : INFO : Epoch 1706 | loss: 0.031156 | val_loss: 0.0311776 | Time: 1575.83 ms
[2021-09-27 20:25:16 main:574] : INFO : Epoch 1707 | loss: 0.0311571 | val_loss: 0.0311771 | Time: 1617.43 ms
[2021-09-27 20:25:18 main:574] : INFO : Epoch 1708 | loss: 0.0311602 | val_loss: 0.0311757 | Time: 1565.65 ms
[2021-09-27 20:25:20 main:574] : INFO : Epoch 1709 | loss: 0.0311666 | val_loss: 0.0311764 | Time: 1589.39 ms
[2021-09-27 20:25:21 main:574] : INFO : Epoch 1710 | loss: 0.031173 | val_loss: 0.0311764 | Time: 1591.69 ms
[2021-09-27 20:25:23 main:574] : INFO : Epoch 1711 | loss: 0.0311688 | val_loss: 0.0311757 | Time: 1564.88 ms
[2021-09-27 20:25:24 main:574] : INFO : Epoch 1712 | loss: 0.031168 | val_loss: 0.0311813 | Time: 1600.38 ms
[2021-09-27 20:25:26 main:574] : INFO : Epoch 1713 | loss: 0.0311637 | val_loss: 0.031179 | Time: 1601.44 ms
[2021-09-27 20:25:28 main:574] : INFO : Epoch 1714 | loss: 0.031165 | val_loss: 0.0311803 | Time: 1599.24 ms
[2021-09-27 20:25:29 main:574] : INFO : Epoch 1715 | loss: 0.0311614 | val_loss: 0.0311779 | Time: 1581.98 ms
[2021-09-27 20:25:31 main:574] : INFO : Epoch 1716 | loss: 0.031165 | val_loss: 0.0311762 | Time: 1602.98 ms
[2021-09-27 20:25:32 main:574] : INFO : Epoch 1717 | loss: 0.0311684 | val_loss: 0.0311778 | Time: 1582.2 ms
[2021-09-27 20:25:34 main:574] : INFO : Epoch 1718 | loss: 0.0311627 | val_loss: 0.0311857 | Time: 1604.89 ms
[2021-09-27 20:25:36 main:574] : INFO : Epoch 1719 | loss: 0.0311637 | val_loss: 0.0311784 | Time: 1591.83 ms
[2021-09-27 20:25:37 main:574] : INFO : Epoch 1720 | loss: 0.0311584 | val_loss: 0.0311763 | Time: 1621.61 ms
[2021-09-27 20:25:39 main:574] : INFO : Epoch 1721 | loss: 0.0311659 | val_loss: 0.0311768 | Time: 1590.31 ms
[2021-09-27 20:25:40 main:574] : INFO : Epoch 1722 | loss: 0.0311599 | val_loss: 0.0311767 | Time: 1631.05 ms
[2021-09-27 20:25:42 main:574] : INFO : Epoch 1723 | loss: 0.0311576 | val_loss: 0.0311774 | Time: 1572.96 ms
[2021-09-27 20:25:44 main:574] : INFO : Epoch 1724 | loss: 0.0311564 | val_loss: 0.0311765 | Time: 1609.55 ms
[2021-09-27 20:25:45 main:574] : INFO : Epoch 1725 | loss: 0.0311598 | val_loss: 0.0311808 | Time: 1625.27 ms
[2021-09-27 20:25:47 main:574] : INFO : Epoch 1726 | loss: 0.0311594 | val_loss: 0.0311779 | Time: 1592.71 ms
[2021-09-27 20:25:48 main:574] : INFO : Epoch 1727 | loss: 0.0311584 | val_loss: 0.0311765 | Time: 1598.88 ms
[2021-09-27 20:25:50 main:574] : INFO : Epoch 1728 | loss: 0.0311564 | val_loss: 0.0311787 | Time: 1591.16 ms
[2021-09-27 20:25:52 main:574] : INFO : Epoch 1729 | loss: 0.0311559 | val_loss: 0.0311765 | Time: 1604.89 ms
[2021-09-27 20:25:53 main:574] : INFO : Epoch 1730 | loss: 0.0311555 | val_loss: 0.0311766 | Time: 1576.12 ms
[2021-09-27 20:25:55 main:574] : INFO : Epoch 1731 | loss: 0.0311551 | val_loss: 0.0311764 | Time: 1591.66 ms
[2021-09-27 20:25:56 main:574] : INFO : Epoch 1732 | loss: 0.0311555 | val_loss: 0.0311778 | Time: 1606.49 ms
[2021-09-27 20:25:58 main:574] : INFO : Epoch 1733 | loss: 0.031155 | val_loss: 0.0311743 | Time: 1631.15 ms
[2021-09-27 20:26:00 main:574] : INFO : Epoch 1734 | loss: 0.0311543 | val_loss: 0.0311819 | Time: 1584.21 ms
[2021-09-27 20:26:01 main:574] : INFO : Epoch 1735 | loss: 0.0311603 | val_loss: 0.0311793 | Time: 1565.62 ms
[2021-09-27 20:26:03 main:574] : INFO : Epoch 1736 | loss: 0.0311593 | val_loss: 0.0311809 | Time: 1582.56 ms
[2021-09-27 20:26:04 main:574] : INFO : Epoch 1737 | loss: 0.0311543 | val_loss: 0.0311764 | Time: 1596.57 ms
[2021-09-27 20:26:06 main:574] : INFO : Epoch 1738 | loss: 0.0311524 | val_loss: 0.0311764 | Time: 1597.5 ms
[2021-09-27 20:26:08 main:574] : INFO : Epoch 1739 | loss: 0.0311543 | val_loss: 0.0311814 | Time: 1584.96 ms
[2021-09-27 20:26:09 main:574] : INFO : Epoch 1740 | loss: 0.0311556 | val_loss: 0.0311771 | Time: 1612.88 ms
[2021-09-27 20:26:11 main:574] : INFO : Epoch 1741 | loss: 0.0311529 | val_loss: 0.031182 | Time: 1608.04 ms
[2021-09-27 20:26:12 main:574] : INFO : Epoch 1742 | loss: 0.031156 | val_loss: 0.031187 | Time: 1592.65 ms
[2021-09-27 20:26:14 main:574] : INFO : Epoch 1743 | loss: 0.031159 | val_loss: 0.0311766 | Time: 1589.52 ms
[2021-09-27 20:26:16 main:574] : INFO : Epoch 1744 | loss: 0.0311528 | val_loss: 0.0311792 | Time: 1598.98 ms
[2021-09-27 20:26:17 main:574] : INFO : Epoch 1745 | loss: 0.031157 | val_loss: 0.0311847 | Time: 1612.69 ms
[2021-09-27 20:26:19 main:574] : INFO : Epoch 1746 | loss: 0.0311589 | val_loss: 0.0311768 | Time: 1568.69 ms
[2021-09-27 20:26:20 main:574] : INFO : Epoch 1747 | loss: 0.0311633 | val_loss: 0.0311854 | Time: 1589.71 ms
[2021-09-27 20:26:22 main:574] : INFO : Epoch 1748 | loss: 0.0311561 | val_loss: 0.0311793 | Time: 1610.11 ms
[2021-09-27 20:26:24 main:574] : INFO : Epoch 1749 | loss: 0.0311565 | val_loss: 0.0311802 | Time: 1598.03 ms
[2021-09-27 20:26:25 main:574] : INFO : Epoch 1750 | loss: 0.0311524 | val_loss: 0.0311788 | Time: 1573.28 ms
[2021-09-27 20:26:27 main:574] : INFO : Epoch 1751 | loss: 0.031152 | val_loss: 0.0311795 | Time: 1572.33 ms
[2021-09-27 20:26:28 main:574] : INFO : Epoch 1752 | loss: 0.0311548 | val_loss: 0.0311771 | Time: 1589.43 ms
[2021-09-27 20:26:30 main:574] : INFO : Epoch 1753 | loss: 0.0311529 | val_loss: 0.0311767 | Time: 1626.89 ms
[2021-09-27 20:26:32 main:574] : INFO : Epoch 1754 | loss: 0.0311516 | val_loss: 0.0311779 | Time: 1583.47 ms
[2021-09-27 20:26:33 main:574] : INFO : Epoch 1755 | loss: 0.0311542 | val_loss: 0.031197 | Time: 1617.55 ms
[2021-09-27 20:26:35 main:574] : INFO : Epoch 1756 | loss: 0.0311566 | val_loss: 0.031184 | Time: 1592.25 ms
[2021-09-27 20:26:36 main:574] : INFO : Epoch 1757 | loss: 0.0311556 | val_loss: 0.0311844 | Time: 1609.97 ms
[2021-09-27 20:26:38 main:574] : INFO : Epoch 1758 | loss: 0.0311544 | val_loss: 0.0311783 | Time: 1612.81 ms
[2021-09-27 20:26:40 main:574] : INFO : Epoch 1759 | loss: 0.0311502 | val_loss: 0.0311798 | Time: 1591.77 ms
[2021-09-27 20:26:41 main:574] : INFO : Epoch 1760 | loss: 0.0311554 | val_loss: 0.0312084 | Time: 1586.85 ms
[2021-09-27 20:26:43 main:574] : INFO : Epoch 1761 | loss: 0.0311685 | val_loss: 0.0311919 | Time: 1582.92 ms
[2021-09-27 20:26:45 main:574] : INFO : Epoch 1762 | loss: 0.0311544 | val_loss: 0.0311838 | Time: 1607.98 ms
[2021-09-27 20:26:46 main:574] : INFO : Epoch 1763 | loss: 0.0311541 | val_loss: 0.0311838 | Time: 1581.09 ms
[2021-09-27 20:26:48 main:574] : INFO : Epoch 1764 | loss: 0.0311572 | val_loss: 0.0311796 | Time: 1597.64 ms
[2021-09-27 20:26:49 main:574] : INFO : Epoch 1765 | loss: 0.0311573 | val_loss: 0.0311809 | Time: 1589.62 ms
[2021-09-27 20:26:51 main:574] : INFO : Epoch 1766 | loss: 0.0311573 | val_loss: 0.0311784 | Time: 1590.67 ms
[2021-09-27 20:26:52 main:574] : INFO : Epoch 1767 | loss: 0.031158 | val_loss: 0.0311908 | Time: 1570.53 ms
[2021-09-27 20:26:54 main:574] : INFO : Epoch 1768 | loss: 0.0311537 | val_loss: 0.0311802 | Time: 1610.43 ms
[2021-09-27 20:26:56 main:574] : INFO : Epoch 1769 | loss: 0.0311514 | val_loss: 0.0311757 | Time: 1599.26 ms
[2021-09-27 20:26:57 main:574] : INFO : Epoch 1770 | loss: 0.0311547 | val_loss: 0.031175 | Time: 1576.7 ms
[2021-09-27 20:26:59 main:574] : INFO : Epoch 1771 | loss: 0.0311547 | val_loss: 0.0311756 | Time: 1600.22 ms
[2021-09-27 20:27:00 main:574] : INFO : Epoch 1772 | loss: 0.031153 | val_loss: 0.0311758 | Time: 1596.03 ms
[2021-09-27 20:27:02 main:574] : INFO : Epoch 1773 | loss: 0.0311532 | val_loss: 0.0311755 | Time: 1599.78 ms
[2021-09-27 20:27:04 main:574] : INFO : Epoch 1774 | loss: 0.031153 | val_loss: 0.0311785 | Time: 1615.67 ms
[2021-09-27 20:27:05 main:574] : INFO : Epoch 1775 | loss: 0.0311547 | val_loss: 0.0311779 | Time: 1622 ms
[2021-09-27 20:27:07 main:574] : INFO : Epoch 1776 | loss: 0.0311528 | val_loss: 0.0311779 | Time: 1587.45 ms
[2021-09-27 20:27:09 main:574] : INFO : Epoch 1777 | loss: 0.0311506 | val_loss: 0.0311812 | Time: 1576.71 ms
[2021-09-27 20:27:10 main:574] : INFO : Epoch 1778 | loss: 0.0311516 | val_loss: 0.0311787 | Time: 1583.61 ms
[2021-09-27 20:27:12 main:574] : INFO : Epoch 1779 | loss: 0.0311533 | val_loss: 0.0311749 | Time: 1582.23 ms
[2021-09-27 20:27:13 main:574] : INFO : Epoch 1780 | loss: 0.0311516 | val_loss: 0.0311788 | Time: 1608.74 ms
[2021-09-27 20:27:15 main:574] : INFO : Epoch 1781 | loss: 0.0311515 | val_loss: 0.0311804 | Time: 1592.98 ms
[2021-09-27 20:27:16 main:574] : INFO : Epoch 1782 | loss: 0.0311518 | val_loss: 0.0311775 | Time: 1572.19 ms
[2021-09-27 20:27:18 main:574] : INFO : Epoch 1783 | loss: 0.0311565 | val_loss: 0.031182 | Time: 1604.36 ms
[2021-09-27 20:27:20 main:574] : INFO : Epoch 1784 | loss: 0.0311563 | val_loss: 0.0311796 | Time: 1604.21 ms
[2021-09-27 20:27:21 main:574] : INFO : Epoch 1785 | loss: 0.0311522 | val_loss: 0.031178 | Time: 1582.04 ms
[2021-09-27 20:27:23 main:574] : INFO : Epoch 1786 | loss: 0.0311525 | val_loss: 0.0311862 | Time: 1636.42 ms
[2021-09-27 20:27:25 main:574] : INFO : Epoch 1787 | loss: 0.0311521 | val_loss: 0.031176 | Time: 1591.72 ms
[2021-09-27 20:27:26 main:574] : INFO : Epoch 1788 | loss: 0.0311532 | val_loss: 0.0311775 | Time: 1589.72 ms
[2021-09-27 20:27:28 main:574] : INFO : Epoch 1789 | loss: 0.0311535 | val_loss: 0.0311792 | Time: 1601.91 ms
[2021-09-27 20:27:29 main:574] : INFO : Epoch 1790 | loss: 0.031153 | val_loss: 0.0311788 | Time: 1595.08 ms
[2021-09-27 20:27:31 main:574] : INFO : Epoch 1791 | loss: 0.0311606 | val_loss: 0.031184 | Time: 1585.42 ms
[2021-09-27 20:27:33 main:574] : INFO : Epoch 1792 | loss: 0.0311528 | val_loss: 0.0311806 | Time: 1617.29 ms
[2021-09-27 20:27:34 main:574] : INFO : Epoch 1793 | loss: 0.0311516 | val_loss: 0.0311794 | Time: 1563.76 ms
[2021-09-27 20:27:36 main:574] : INFO : Epoch 1794 | loss: 0.0311506 | val_loss: 0.0311825 | Time: 1631.88 ms
[2021-09-27 20:27:37 main:574] : INFO : Epoch 1795 | loss: 0.0311493 | val_loss: 0.0311793 | Time: 1603.45 ms
[2021-09-27 20:27:39 main:574] : INFO : Epoch 1796 | loss: 0.0311485 | val_loss: 0.0311772 | Time: 1587.28 ms
[2021-09-27 20:27:41 main:574] : INFO : Epoch 1797 | loss: 0.0311473 | val_loss: 0.0311791 | Time: 1614.66 ms
[2021-09-27 20:27:42 main:574] : INFO : Epoch 1798 | loss: 0.0311518 | val_loss: 0.0311758 | Time: 1582.55 ms
[2021-09-27 20:27:44 main:574] : INFO : Epoch 1799 | loss: 0.0311487 | val_loss: 0.0311785 | Time: 1629.79 ms
[2021-09-27 20:27:45 main:574] : INFO : Epoch 1800 | loss: 0.0311482 | val_loss: 0.0311804 | Time: 1558.94 ms
[2021-09-27 20:27:47 main:574] : INFO : Epoch 1801 | loss: 0.031147 | val_loss: 0.0311769 | Time: 1600.97 ms
[2021-09-27 20:27:49 main:574] : INFO : Epoch 1802 | loss: 0.0311492 | val_loss: 0.0311798 | Time: 1575.73 ms
[2021-09-27 20:27:50 main:574] : INFO : Epoch 1803 | loss: 0.0311519 | val_loss: 0.0311803 | Time: 1608.99 ms
[2021-09-27 20:27:52 main:574] : INFO : Epoch 1804 | loss: 0.0311481 | val_loss: 0.0311754 | Time: 1623.23 ms
[2021-09-27 20:27:53 main:574] : INFO : Epoch 1805 | loss: 0.0311466 | val_loss: 0.0311821 | Time: 1607.45 ms
[2021-09-27 20:27:55 main:574] : INFO : Epoch 1806 | loss: 0.0311544 | val_loss: 0.0311811 | Time: 1604.49 ms
[2021-09-27 20:27:57 main:574] : INFO : Epoch 1807 | loss: 0.0311532 | val_loss: 0.0311809 | Time: 1604.1 ms
[2021-09-27 20:27:58 main:574] : INFO : Epoch 1808 | loss: 0.0311488 | val_loss: 0.0311776 | Time: 1601.47 ms
[2021-09-27 20:28:00 main:574] : INFO : Epoch 1809 | loss: 0.031147 | val_loss: 0.0311789 | Time: 1619.1 ms
[2021-09-27 20:28:02 main:574] : INFO : Epoch 1810 | loss: 0.0311494 | val_loss: 0.0311853 | Time: 1608.93 ms
[2021-09-27 20:28:03 main:574] : INFO : Epoch 1811 | loss: 0.0311569 | val_loss: 0.0311857 | Time: 1620.66 ms
[2021-09-27 20:28:05 main:574] : INFO : Epoch 1812 | loss: 0.0311543 | val_loss: 0.0311815 | Time: 1614.65 ms
[2021-09-27 20:28:06 main:574] : INFO : Epoch 1813 | loss: 0.0311569 | val_loss: 0.0311759 | Time: 1579.38 ms
[2021-09-27 20:28:08 main:574] : INFO : Epoch 1814 | loss: 0.0311553 | val_loss: 0.0311793 | Time: 1601.29 ms
[2021-09-27 20:28:10 main:574] : INFO : Epoch 1815 | loss: 0.0311503 | val_loss: 0.0311829 | Time: 1579.27 ms
[2021-09-27 20:28:11 main:574] : INFO : Epoch 1816 | loss: 0.0311548 | val_loss: 0.0311798 | Time: 1593.44 ms
[2021-09-27 20:28:13 main:574] : INFO : Epoch 1817 | loss: 0.0311563 | val_loss: 0.0311799 | Time: 1587.35 ms
[2021-09-27 20:28:14 main:574] : INFO : Epoch 1818 | loss: 0.0311538 | val_loss: 0.0311805 | Time: 1598.93 ms
[2021-09-27 20:28:16 main:574] : INFO : Epoch 1819 | loss: 0.0311525 | val_loss: 0.0311826 | Time: 1589.95 ms
[2021-09-27 20:28:18 main:574] : INFO : Epoch 1820 | loss: 0.0311579 | val_loss: 0.0311777 | Time: 1597.03 ms
[2021-09-27 20:28:19 main:574] : INFO : Epoch 1821 | loss: 0.0311527 | val_loss: 0.0311747 | Time: 1609.59 ms
[2021-09-27 20:28:21 main:574] : INFO : Epoch 1822 | loss: 0.0311518 | val_loss: 0.0311778 | Time: 1600.52 ms
[2021-09-27 20:28:22 main:574] : INFO : Epoch 1823 | loss: 0.0311496 | val_loss: 0.0311763 | Time: 1589.65 ms
[2021-09-27 20:28:24 main:574] : INFO : Epoch 1824 | loss: 0.0311512 | val_loss: 0.0311936 | Time: 1605.32 ms
[2021-09-27 20:28:26 main:574] : INFO : Epoch 1825 | loss: 0.0311525 | val_loss: 0.0311783 | Time: 1585.99 ms
[2021-09-27 20:28:27 main:574] : INFO : Epoch 1826 | loss: 0.0311506 | val_loss: 0.0311789 | Time: 1589.59 ms
[2021-09-27 20:28:29 main:574] : INFO : Epoch 1827 | loss: 0.0311514 | val_loss: 0.0311894 | Time: 1565.62 ms
[2021-09-27 20:28:30 main:574] : INFO : Epoch 1828 | loss: 0.0311531 | val_loss: 0.0311762 | Time: 1607.21 ms
[2021-09-27 20:28:32 main:574] : INFO : Epoch 1829 | loss: 0.0311541 | val_loss: 0.0311763 | Time: 1593.35 ms
[2021-09-27 20:28:34 main:574] : INFO : Epoch 1830 | loss: 0.0311486 | val_loss: 0.0311803 | Time: 1589.54 ms
[2021-09-27 20:28:35 main:574] : INFO : Epoch 1831 | loss: 0.03115 | val_loss: 0.0311802 | Time: 1593.99 ms
[2021-09-27 20:28:37 main:574] : INFO : Epoch 1832 | loss: 0.0311474 | val_loss: 0.0311794 | Time: 1584.46 ms
[2021-09-27 20:28:38 main:574] : INFO : Epoch 1833 | loss: 0.0311501 | val_loss: 0.0311808 | Time: 1593.58 ms
[2021-09-27 20:28:40 main:574] : INFO : Epoch 1834 | loss: 0.0311471 | val_loss: 0.0311797 | Time: 1587.21 ms
[2021-09-27 20:28:42 main:574] : INFO : Epoch 1835 | loss: 0.0311471 | val_loss: 0.0311767 | Time: 1581.57 ms
[2021-09-27 20:28:43 main:574] : INFO : Epoch 1836 | loss: 0.031147 | val_loss: 0.0311796 | Time: 1581.83 ms
[2021-09-27 20:28:45 main:574] : INFO : Epoch 1837 | loss: 0.0311468 | val_loss: 0.0311861 | Time: 1593.05 ms
[2021-09-27 20:28:46 main:574] : INFO : Epoch 1838 | loss: 0.0311482 | val_loss: 0.0311814 | Time: 1589.84 ms
[2021-09-27 20:28:48 main:574] : INFO : Epoch 1839 | loss: 0.0311533 | val_loss: 0.0311816 | Time: 1582.79 ms
[2021-09-27 20:28:49 main:574] : INFO : Epoch 1840 | loss: 0.0311505 | val_loss: 0.0311839 | Time: 1605.35 ms
[2021-09-27 20:28:51 main:574] : INFO : Epoch 1841 | loss: 0.0311549 | val_loss: 0.0311786 | Time: 1607.4 ms
[2021-09-27 20:28:53 main:574] : INFO : Epoch 1842 | loss: 0.03115 | val_loss: 0.0311781 | Time: 1595.34 ms
[2021-09-27 20:28:54 main:574] : INFO : Epoch 1843 | loss: 0.031149 | val_loss: 0.0311787 | Time: 1625.87 ms
[2021-09-27 20:28:56 main:574] : INFO : Epoch 1844 | loss: 0.0311518 | val_loss: 0.031185 | Time: 1580.95 ms
[2021-09-27 20:28:58 main:574] : INFO : Epoch 1845 | loss: 0.0311582 | val_loss: 0.03118 | Time: 1593.84 ms
[2021-09-27 20:28:59 main:574] : INFO : Epoch 1846 | loss: 0.0311597 | val_loss: 0.0311755 | Time: 1581.78 ms
[2021-09-27 20:29:01 main:574] : INFO : Epoch 1847 | loss: 0.0311555 | val_loss: 0.0311792 | Time: 1579.27 ms
[2021-09-27 20:29:02 main:574] : INFO : Epoch 1848 | loss: 0.0311542 | val_loss: 0.0311771 | Time: 1604.64 ms
[2021-09-27 20:29:04 main:574] : INFO : Epoch 1849 | loss: 0.0311516 | val_loss: 0.0311786 | Time: 1582.36 ms
[2021-09-27 20:29:06 main:574] : INFO : Epoch 1850 | loss: 0.0311505 | val_loss: 0.0311786 | Time: 1603.34 ms
[2021-09-27 20:29:07 main:574] : INFO : Epoch 1851 | loss: 0.0311485 | val_loss: 0.0311775 | Time: 1575.91 ms
[2021-09-27 20:29:09 main:574] : INFO : Epoch 1852 | loss: 0.031151 | val_loss: 0.0311781 | Time: 1604.01 ms
[2021-09-27 20:29:10 main:574] : INFO : Epoch 1853 | loss: 0.0311523 | val_loss: 0.0311823 | Time: 1597.9 ms
[2021-09-27 20:29:12 main:574] : INFO : Epoch 1854 | loss: 0.0311632 | val_loss: 0.0311822 | Time: 1583.62 ms
[2021-09-27 20:29:14 main:574] : INFO : Epoch 1855 | loss: 0.0311634 | val_loss: 0.0311949 | Time: 1613.92 ms
[2021-09-27 20:29:15 main:574] : INFO : Epoch 1856 | loss: 0.031161 | val_loss: 0.0311811 | Time: 1576.27 ms
[2021-09-27 20:29:17 main:574] : INFO : Epoch 1857 | loss: 0.0311556 | val_loss: 0.0311754 | Time: 1609.14 ms
[2021-09-27 20:29:18 main:574] : INFO : Epoch 1858 | loss: 0.0311527 | val_loss: 0.0311759 | Time: 1578.61 ms
[2021-09-27 20:29:20 main:574] : INFO : Epoch 1859 | loss: 0.0311527 | val_loss: 0.0311836 | Time: 1599.89 ms
[2021-09-27 20:29:22 main:574] : INFO : Epoch 1860 | loss: 0.0311609 | val_loss: 0.0311793 | Time: 1610.88 ms
[2021-09-27 20:29:23 main:574] : INFO : Epoch 1861 | loss: 0.031168 | val_loss: 0.0311749 | Time: 1605.88 ms
[2021-09-27 20:29:25 main:574] : INFO : Epoch 1862 | loss: 0.0311663 | val_loss: 0.0311909 | Time: 1579.4 ms
[2021-09-27 20:29:26 main:574] : INFO : Epoch 1863 | loss: 0.0311693 | val_loss: 0.0311754 | Time: 1608.51 ms
[2021-09-27 20:29:28 main:574] : INFO : Epoch 1864 | loss: 0.0311628 | val_loss: 0.0311804 | Time: 1607.7 ms
[2021-09-27 20:29:30 main:574] : INFO : Epoch 1865 | loss: 0.0311621 | val_loss: 0.0311746 | Time: 1588.33 ms
[2021-09-27 20:29:31 main:574] : INFO : Epoch 1866 | loss: 0.0311598 | val_loss: 0.03118 | Time: 1593.12 ms
[2021-09-27 20:29:33 main:574] : INFO : Epoch 1867 | loss: 0.031159 | val_loss: 0.0311766 | Time: 1616.61 ms
[2021-09-27 20:29:34 main:574] : INFO : Epoch 1868 | loss: 0.0311585 | val_loss: 0.0311762 | Time: 1594.29 ms
[2021-09-27 20:29:36 main:574] : INFO : Epoch 1869 | loss: 0.0311612 | val_loss: 0.0311793 | Time: 1621.63 ms
[2021-09-27 20:29:38 main:574] : INFO : Epoch 1870 | loss: 0.0311598 | val_loss: 0.0311805 | Time: 1593.05 ms
[2021-09-27 20:29:39 main:574] : INFO : Epoch 1871 | loss: 0.0311579 | val_loss: 0.0311763 | Time: 1594.17 ms
[2021-09-27 20:29:41 main:574] : INFO : Epoch 1872 | loss: 0.0311576 | val_loss: 0.0311766 | Time: 1609.86 ms
[2021-09-27 20:29:42 main:574] : INFO : Epoch 1873 | loss: 0.0311575 | val_loss: 0.0311789 | Time: 1613.92 ms
[2021-09-27 20:29:44 main:574] : INFO : Epoch 1874 | loss: 0.031158 | val_loss: 0.0311832 | Time: 1604.5 ms
[2021-09-27 20:29:46 main:574] : INFO : Epoch 1875 | loss: 0.0311578 | val_loss: 0.0311788 | Time: 1598.03 ms
[2021-09-27 20:29:47 main:574] : INFO : Epoch 1876 | loss: 0.0311578 | val_loss: 0.0311789 | Time: 1568.21 ms
[2021-09-27 20:29:49 main:574] : INFO : Epoch 1877 | loss: 0.0311552 | val_loss: 0.0311756 | Time: 1570.59 ms
[2021-09-27 20:29:50 main:574] : INFO : Epoch 1878 | loss: 0.0311544 | val_loss: 0.0311806 | Time: 1584.93 ms
[2021-09-27 20:29:52 main:574] : INFO : Epoch 1879 | loss: 0.0311568 | val_loss: 0.0311826 | Time: 1621.09 ms
[2021-09-27 20:29:54 main:574] : INFO : Epoch 1880 | loss: 0.0311607 | val_loss: 0.0311955 | Time: 1590.25 ms
[2021-09-27 20:29:55 main:574] : INFO : Epoch 1881 | loss: 0.0311613 | val_loss: 0.0311865 | Time: 1594.45 ms
[2021-09-27 20:29:57 main:574] : INFO : Epoch 1882 | loss: 0.0311582 | val_loss: 0.031186 | Time: 1590.24 ms
[2021-09-27 20:29:58 main:574] : INFO : Epoch 1883 | loss: 0.0311562 | val_loss: 0.0311776 | Time: 1587.97 ms
[2021-09-27 20:30:00 main:574] : INFO : Epoch 1884 | loss: 0.0311544 | val_loss: 0.0311778 | Time: 1607.01 ms
[2021-09-27 20:30:02 main:574] : INFO : Epoch 1885 | loss: 0.0311556 | val_loss: 0.031185 | Time: 1593.32 ms
[2021-09-27 20:30:03 main:574] : INFO : Epoch 1886 | loss: 0.0311529 | val_loss: 0.0311759 | Time: 1572.92 ms
[2021-09-27 20:30:05 main:574] : INFO : Epoch 1887 | loss: 0.0311562 | val_loss: 0.0311813 | Time: 1593.02 ms
[2021-09-27 20:30:06 main:574] : INFO : Epoch 1888 | loss: 0.0311591 | val_loss: 0.0311824 | Time: 1601.28 ms
[2021-09-27 20:30:08 main:574] : INFO : Epoch 1889 | loss: 0.0311579 | val_loss: 0.0311767 | Time: 1618.12 ms
[2021-09-27 20:30:10 main:574] : INFO : Epoch 1890 | loss: 0.0311576 | val_loss: 0.0311793 | Time: 1585.81 ms
[2021-09-27 20:30:11 main:574] : INFO : Epoch 1891 | loss: 0.0311548 | val_loss: 0.0311863 | Time: 1592.94 ms
[2021-09-27 20:30:13 main:574] : INFO : Epoch 1892 | loss: 0.0311558 | val_loss: 0.0311831 | Time: 1603.26 ms
[2021-09-27 20:30:14 main:574] : INFO : Epoch 1893 | loss: 0.0311521 | val_loss: 0.0311777 | Time: 1590.58 ms
[2021-09-27 20:30:16 main:574] : INFO : Epoch 1894 | loss: 0.0311528 | val_loss: 0.0311785 | Time: 1585.13 ms
[2021-09-27 20:30:18 main:574] : INFO : Epoch 1895 | loss: 0.0311521 | val_loss: 0.0311758 | Time: 1585.98 ms
[2021-09-27 20:30:19 main:574] : INFO : Epoch 1896 | loss: 0.0311575 | val_loss: 0.0311777 | Time: 1573.23 ms
[2021-09-27 20:30:21 main:574] : INFO : Epoch 1897 | loss: 0.0311552 | val_loss: 0.0311768 | Time: 1600.02 ms
[2021-09-27 20:30:22 main:574] : INFO : Epoch 1898 | loss: 0.0311584 | val_loss: 0.0311797 | Time: 1558.02 ms
[2021-09-27 20:30:24 main:574] : INFO : Epoch 1899 | loss: 0.0311584 | val_loss: 0.031175 | Time: 1611.16 ms
[2021-09-27 20:30:26 main:574] : INFO : Epoch 1900 | loss: 0.0311523 | val_loss: 0.0311805 | Time: 1605.64 ms
[2021-09-27 20:30:27 main:574] : INFO : Epoch 1901 | loss: 0.03115 | val_loss: 0.0311779 | Time: 1605.93 ms
[2021-09-27 20:30:29 main:574] : INFO : Epoch 1902 | loss: 0.0311539 | val_loss: 0.0311906 | Time: 1617.3 ms
[2021-09-27 20:30:30 main:574] : INFO : Epoch 1903 | loss: 0.0311598 | val_loss: 0.0311828 | Time: 1615.39 ms
[2021-09-27 20:30:32 main:574] : INFO : Epoch 1904 | loss: 0.0311664 | val_loss: 0.0311791 | Time: 1592 ms
[2021-09-27 20:30:34 main:574] : INFO : Epoch 1905 | loss: 0.0311711 | val_loss: 0.0311795 | Time: 1599.32 ms
[2021-09-27 20:30:35 main:574] : INFO : Epoch 1906 | loss: 0.0311684 | val_loss: 0.03118 | Time: 1568.05 ms
[2021-09-27 20:30:37 main:574] : INFO : Epoch 1907 | loss: 0.0311682 | val_loss: 0.0311782 | Time: 1583.85 ms
[2021-09-27 20:30:38 main:574] : INFO : Epoch 1908 | loss: 0.0311639 | val_loss: 0.0311738 | Time: 1603.98 ms
[2021-09-27 20:30:40 main:574] : INFO : Epoch 1909 | loss: 0.0311595 | val_loss: 0.0311763 | Time: 1576.26 ms
[2021-09-27 20:30:42 main:574] : INFO : Epoch 1910 | loss: 0.031161 | val_loss: 0.03118 | Time: 1582.62 ms
[2021-09-27 20:30:43 main:574] : INFO : Epoch 1911 | loss: 0.0311603 | val_loss: 0.0311761 | Time: 1579.99 ms
[2021-09-27 20:30:45 main:574] : INFO : Epoch 1912 | loss: 0.0311608 | val_loss: 0.0311722 | Time: 1619 ms
[2021-09-27 20:30:46 main:574] : INFO : Epoch 1913 | loss: 0.0311601 | val_loss: 0.0311745 | Time: 1600.66 ms
[2021-09-27 20:30:48 main:574] : INFO : Epoch 1914 | loss: 0.0311593 | val_loss: 0.0311757 | Time: 1581.51 ms
[2021-09-27 20:30:50 main:574] : INFO : Epoch 1915 | loss: 0.0311574 | val_loss: 0.0311738 | Time: 1586.01 ms
[2021-09-27 20:30:51 main:574] : INFO : Epoch 1916 | loss: 0.0311561 | val_loss: 0.0311789 | Time: 1600.13 ms
[2021-09-27 20:30:53 main:574] : INFO : Epoch 1917 | loss: 0.0311562 | val_loss: 0.0311773 | Time: 1603.47 ms
[2021-09-27 20:30:54 main:574] : INFO : Epoch 1918 | loss: 0.0311551 | val_loss: 0.0311869 | Time: 1599.92 ms
[2021-09-27 20:30:56 main:574] : INFO : Epoch 1919 | loss: 0.0311561 | val_loss: 0.0311834 | Time: 1562.11 ms
[2021-09-27 20:30:58 main:574] : INFO : Epoch 1920 | loss: 0.0311548 | val_loss: 0.0311773 | Time: 1604.5 ms
[2021-09-27 20:30:59 main:574] : INFO : Epoch 1921 | loss: 0.0311541 | val_loss: 0.0311817 | Time: 1595.41 ms
[2021-09-27 20:31:01 main:574] : INFO : Epoch 1922 | loss: 0.0311537 | val_loss: 0.0311757 | Time: 1619.61 ms
[2021-09-27 20:31:02 main:574] : INFO : Epoch 1923 | loss: 0.0311545 | val_loss: 0.0311804 | Time: 1589.61 ms
[2021-09-27 20:31:04 main:574] : INFO : Epoch 1924 | loss: 0.0311578 | val_loss: 0.031181 | Time: 1597.16 ms
[2021-09-27 20:31:06 main:574] : INFO : Epoch 1925 | loss: 0.0311558 | val_loss: 0.0311777 | Time: 1593.36 ms
[2021-09-27 20:31:07 main:574] : INFO : Epoch 1926 | loss: 0.0311553 | val_loss: 0.0311808 | Time: 1610.85 ms
[2021-09-27 20:31:09 main:574] : INFO : Epoch 1927 | loss: 0.0311546 | val_loss: 0.0311815 | Time: 1591.79 ms
[2021-09-27 20:31:10 main:574] : INFO : Epoch 1928 | loss: 0.0311574 | val_loss: 0.0311823 | Time: 1567.66 ms
[2021-09-27 20:31:12 main:574] : INFO : Epoch 1929 | loss: 0.0311606 | val_loss: 0.0311751 | Time: 1592.75 ms
[2021-09-27 20:31:14 main:574] : INFO : Epoch 1930 | loss: 0.0311583 | val_loss: 0.0311835 | Time: 1611.09 ms
[2021-09-27 20:31:15 main:574] : INFO : Epoch 1931 | loss: 0.0311555 | val_loss: 0.0311758 | Time: 1594.72 ms
[2021-09-27 20:31:17 main:574] : INFO : Epoch 1932 | loss: 0.0311542 | val_loss: 0.0311739 | Time: 1597.68 ms
[2021-09-27 20:31:18 main:574] : INFO : Epoch 1933 | loss: 0.0311538 | val_loss: 0.0311762 | Time: 1605.69 ms
[2021-09-27 20:31:20 main:574] : INFO : Epoch 1934 | loss: 0.031153 | val_loss: 0.0311784 | Time: 1579.41 ms
[2021-09-27 20:31:22 main:574] : INFO : Epoch 1935 | loss: 0.0311603 | val_loss: 0.0311812 | Time: 1591.4 ms
[2021-09-27 20:31:23 main:574] : INFO : Epoch 1936 | loss: 0.0311636 | val_loss: 0.0311776 | Time: 1608.48 ms
[2021-09-27 20:31:25 main:574] : INFO : Epoch 1937 | loss: 0.0311613 | val_loss: 0.0311761 | Time: 1597.74 ms
[2021-09-27 20:31:27 main:574] : INFO : Epoch 1938 | loss: 0.0311598 | val_loss: 0.031178 | Time: 1625.82 ms
[2021-09-27 20:31:28 main:574] : INFO : Epoch 1939 | loss: 0.0311583 | val_loss: 0.0311743 | Time: 1594.96 ms
[2021-09-27 20:31:30 main:574] : INFO : Epoch 1940 | loss: 0.0311572 | val_loss: 0.0311754 | Time: 1579.88 ms
[2021-09-27 20:31:31 main:574] : INFO : Epoch 1941 | loss: 0.0311572 | val_loss: 0.0311759 | Time: 1609.64 ms
[2021-09-27 20:31:33 main:574] : INFO : Epoch 1942 | loss: 0.0311549 | val_loss: 0.0311772 | Time: 1620.03 ms
[2021-09-27 20:31:35 main:574] : INFO : Epoch 1943 | loss: 0.0311544 | val_loss: 0.0311833 | Time: 1588.19 ms
[2021-09-27 20:31:36 main:574] : INFO : Epoch 1944 | loss: 0.0311582 | val_loss: 0.0311825 | Time: 1619.17 ms
[2021-09-27 20:31:38 main:574] : INFO : Epoch 1945 | loss: 0.0311595 | val_loss: 0.0311805 | Time: 1576.02 ms
[2021-09-27 20:31:39 main:574] : INFO : Epoch 1946 | loss: 0.0311589 | val_loss: 0.0311767 | Time: 1603.7 ms
[2021-09-27 20:31:41 main:574] : INFO : Epoch 1947 | loss: 0.0311566 | val_loss: 0.0311794 | Time: 1567.5 ms
[2021-09-27 20:31:43 main:574] : INFO : Epoch 1948 | loss: 0.0311545 | val_loss: 0.0311743 | Time: 1599.01 ms
[2021-09-27 20:31:44 main:574] : INFO : Epoch 1949 | loss: 0.031153 | val_loss: 0.0311746 | Time: 1574.08 ms
[2021-09-27 20:31:46 main:574] : INFO : Epoch 1950 | loss: 0.0311546 | val_loss: 0.031184 | Time: 1606.16 ms
[2021-09-27 20:31:47 main:574] : INFO : Epoch 1951 | loss: 0.0311536 | val_loss: 0.0311763 | Time: 1575.01 ms
[2021-09-27 20:31:49 main:574] : INFO : Epoch 1952 | loss: 0.031154 | val_loss: 0.0311761 | Time: 1567.7 ms
[2021-09-27 20:31:50 main:574] : INFO : Epoch 1953 | loss: 0.0311525 | val_loss: 0.0311739 | Time: 1569.87 ms
[2021-09-27 20:31:52 main:574] : INFO : Epoch 1954 | loss: 0.0311518 | val_loss: 0.0311753 | Time: 1586.95 ms
[2021-09-27 20:31:54 main:574] : INFO : Epoch 1955 | loss: 0.0311505 | val_loss: 0.0311739 | Time: 1582.68 ms
[2021-09-27 20:31:55 main:574] : INFO : Epoch 1956 | loss: 0.0311531 | val_loss: 0.0311806 | Time: 1575.49 ms
[2021-09-27 20:31:57 main:574] : INFO : Epoch 1957 | loss: 0.0311526 | val_loss: 0.0311735 | Time: 1590.01 ms
[2021-09-27 20:31:58 main:574] : INFO : Epoch 1958 | loss: 0.031154 | val_loss: 0.0311826 | Time: 1610.03 ms
[2021-09-27 20:32:00 main:574] : INFO : Epoch 1959 | loss: 0.0311507 | val_loss: 0.0311745 | Time: 1621.71 ms
[2021-09-27 20:32:02 main:574] : INFO : Epoch 1960 | loss: 0.031157 | val_loss: 0.0311777 | Time: 1598.32 ms
[2021-09-27 20:32:03 main:574] : INFO : Epoch 1961 | loss: 0.0311552 | val_loss: 0.0311792 | Time: 1589.79 ms
[2021-09-27 20:32:05 main:574] : INFO : Epoch 1962 | loss: 0.0311524 | val_loss: 0.0311773 | Time: 1575.28 ms
[2021-09-27 20:32:06 main:574] : INFO : Epoch 1963 | loss: 0.0311512 | val_loss: 0.0311815 | Time: 1592.08 ms
[2021-09-27 20:32:08 main:574] : INFO : Epoch 1964 | loss: 0.0311511 | val_loss: 0.0311754 | Time: 1550.78 ms
[2021-09-27 20:32:10 main:574] : INFO : Epoch 1965 | loss: 0.0311522 | val_loss: 0.0311803 | Time: 1575.56 ms
[2021-09-27 20:32:11 main:574] : INFO : Epoch 1966 | loss: 0.0311499 | val_loss: 0.0311751 | Time: 1570.32 ms
[2021-09-27 20:32:13 main:574] : INFO : Epoch 1967 | loss: 0.0311482 | val_loss: 0.0311778 | Time: 1598.46 ms
[2021-09-27 20:32:14 main:574] : INFO : Epoch 1968 | loss: 0.0311488 | val_loss: 0.0311793 | Time: 1596.65 ms
[2021-09-27 20:32:16 main:574] : INFO : Epoch 1969 | loss: 0.0311536 | val_loss: 0.0311793 | Time: 1602.3 ms
[2021-09-27 20:32:18 main:574] : INFO : Epoch 1970 | loss: 0.0311566 | val_loss: 0.0311798 | Time: 1611.17 ms
[2021-09-27 20:32:19 main:574] : INFO : Epoch 1971 | loss: 0.0311547 | val_loss: 0.0311778 | Time: 1608.31 ms
[2021-09-27 20:32:21 main:574] : INFO : Epoch 1972 | loss: 0.0311544 | val_loss: 0.0311884 | Time: 1585.72 ms
[2021-09-27 20:32:22 main:574] : INFO : Epoch 1973 | loss: 0.031155 | val_loss: 0.0311792 | Time: 1602.97 ms
[2021-09-27 20:32:24 main:574] : INFO : Epoch 1974 | loss: 0.0311514 | val_loss: 0.0311816 | Time: 1594.06 ms
[2021-09-27 20:32:26 main:574] : INFO : Epoch 1975 | loss: 0.0311509 | val_loss: 0.0311776 | Time: 1570.91 ms
[2021-09-27 20:32:27 main:574] : INFO : Epoch 1976 | loss: 0.0311482 | val_loss: 0.0311798 | Time: 1578.94 ms
[2021-09-27 20:32:29 main:574] : INFO : Epoch 1977 | loss: 0.0311483 | val_loss: 0.0311844 | Time: 1594.3 ms
[2021-09-27 20:32:30 main:574] : INFO : Epoch 1978 | loss: 0.0311503 | val_loss: 0.0311836 | Time: 1575.95 ms
[2021-09-27 20:32:32 main:574] : INFO : Epoch 1979 | loss: 0.0311493 | val_loss: 0.0311832 | Time: 1590.97 ms
[2021-09-27 20:32:34 main:574] : INFO : Epoch 1980 | loss: 0.0311514 | val_loss: 0.0311792 | Time: 1606.67 ms
[2021-09-27 20:32:35 main:574] : INFO : Epoch 1981 | loss: 0.0311538 | val_loss: 0.0311832 | Time: 1566.79 ms
[2021-09-27 20:32:37 main:574] : INFO : Epoch 1982 | loss: 0.0311534 | val_loss: 0.0311816 | Time: 1610.14 ms
[2021-09-27 20:32:38 main:574] : INFO : Epoch 1983 | loss: 0.0311528 | val_loss: 0.0311962 | Time: 1597.89 ms
[2021-09-27 20:32:40 main:574] : INFO : Epoch 1984 | loss: 0.031152 | val_loss: 0.0311796 | Time: 1558.17 ms
[2021-09-27 20:32:42 main:574] : INFO : Epoch 1985 | loss: 0.0311533 | val_loss: 0.0311889 | Time: 1583.76 ms
[2021-09-27 20:32:43 main:574] : INFO : Epoch 1986 | loss: 0.0311543 | val_loss: 0.0311796 | Time: 1612.32 ms
[2021-09-27 20:32:45 main:574] : INFO : Epoch 1987 | loss: 0.0311526 | val_loss: 0.0311793 | Time: 1595.75 ms
[2021-09-27 20:32:46 main:574] : INFO : Epoch 1988 | loss: 0.0311505 | val_loss: 0.0311824 | Time: 1603.11 ms
[2021-09-27 20:32:48 main:574] : INFO : Epoch 1989 | loss: 0.0311507 | val_loss: 0.0311769 | Time: 1591.82 ms
[2021-09-27 20:32:50 main:574] : INFO : Epoch 1990 | loss: 0.0311521 | val_loss: 0.0311829 | Time: 1602.09 ms
[2021-09-27 20:32:51 main:574] : INFO : Epoch 1991 | loss: 0.0311502 | val_loss: 0.0311795 | Time: 1577.22 ms
[2021-09-27 20:32:53 main:574] : INFO : Epoch 1992 | loss: 0.0311522 | val_loss: 0.0311854 | Time: 1595.73 ms
[2021-09-27 20:32:54 main:574] : INFO : Epoch 1993 | loss: 0.0311565 | val_loss: 0.0311838 | Time: 1608.76 ms
[2021-09-27 20:32:56 main:574] : INFO : Epoch 1994 | loss: 0.0311558 | val_loss: 0.0311814 | Time: 1570.76 ms
[2021-09-27 20:32:58 main:574] : INFO : Epoch 1995 | loss: 0.0311569 | val_loss: 0.0311826 | Time: 1604.2 ms
[2021-09-27 20:32:59 main:574] : INFO : Epoch 1996 | loss: 0.0311537 | val_loss: 0.0311811 | Time: 1593.4 ms
[2021-09-27 20:33:01 main:574] : INFO : Epoch 1997 | loss: 0.0311512 | val_loss: 0.0311819 | Time: 1599.65 ms
[2021-09-27 20:33:02 main:574] : INFO : Epoch 1998 | loss: 0.0311497 | val_loss: 0.0311881 | Time: 1573.6 ms
[2021-09-27 20:33:04 main:574] : INFO : Epoch 1999 | loss: 0.03115 | val_loss: 0.0311806 | Time: 1601.73 ms
[2021-09-27 20:33:06 main:574] : INFO : Epoch 2000 | loss: 0.0311509 | val_loss: 0.0311821 | Time: 1589.43 ms
[2021-09-27 20:33:07 main:574] : INFO : Epoch 2001 | loss: 0.0311495 | val_loss: 0.03118 | Time: 1621.36 ms
[2021-09-27 20:33:09 main:574] : INFO : Epoch 2002 | loss: 0.0311496 | val_loss: 0.0311889 | Time: 1538.78 ms
[2021-09-27 20:33:10 main:574] : INFO : Epoch 2003 | loss: 0.0311518 | val_loss: 0.0311849 | Time: 1557.24 ms
[2021-09-27 20:33:12 main:574] : INFO : Epoch 2004 | loss: 0.0311487 | val_loss: 0.0311824 | Time: 1612.93 ms
[2021-09-27 20:33:13 main:574] : INFO : Epoch 2005 | loss: 0.0311472 | val_loss: 0.0311821 | Time: 1597.67 ms
[2021-09-27 20:33:15 main:574] : INFO : Epoch 2006 | loss: 0.0311484 | val_loss: 0.0311873 | Time: 1608.01 ms
[2021-09-27 20:33:17 main:574] : INFO : Epoch 2007 | loss: 0.0311487 | val_loss: 0.0311865 | Time: 1611.6 ms
[2021-09-27 20:33:18 main:574] : INFO : Epoch 2008 | loss: 0.031151 | val_loss: 0.0311923 | Time: 1587.32 ms
[2021-09-27 20:33:20 main:574] : INFO : Epoch 2009 | loss: 0.0311505 | val_loss: 0.0311816 | Time: 1593.5 ms
[2021-09-27 20:33:22 main:574] : INFO : Epoch 2010 | loss: 0.0311513 | val_loss: 0.0311903 | Time: 1606.78 ms
[2021-09-27 20:33:23 main:574] : INFO : Epoch 2011 | loss: 0.0311471 | val_loss: 0.0311882 | Time: 1613.7 ms
[2021-09-27 20:33:25 main:574] : INFO : Epoch 2012 | loss: 0.0311459 | val_loss: 0.0311843 | Time: 1594.8 ms
[2021-09-27 20:33:26 main:574] : INFO : Epoch 2013 | loss: 0.0311472 | val_loss: 0.0311842 | Time: 1564.21 ms
[2021-09-27 20:33:28 main:574] : INFO : Epoch 2014 | loss: 0.0311457 | val_loss: 0.031186 | Time: 1621.84 ms
[2021-09-27 20:33:30 main:574] : INFO : Epoch 2015 | loss: 0.0311456 | val_loss: 0.0311824 | Time: 1579.81 ms
[2021-09-27 20:33:31 main:574] : INFO : Epoch 2016 | loss: 0.0311466 | val_loss: 0.0311866 | Time: 1568.4 ms
[2021-09-27 20:33:33 main:574] : INFO : Epoch 2017 | loss: 0.0311481 | val_loss: 0.0311927 | Time: 1596.63 ms
[2021-09-27 20:33:34 main:574] : INFO : Epoch 2018 | loss: 0.0311472 | val_loss: 0.0311864 | Time: 1588.93 ms
[2021-09-27 20:33:36 main:574] : INFO : Epoch 2019 | loss: 0.0311515 | val_loss: 0.0311915 | Time: 1609.54 ms
[2021-09-27 20:33:38 main:574] : INFO : Epoch 2020 | loss: 0.0311515 | val_loss: 0.0311825 | Time: 1627.27 ms
[2021-09-27 20:33:39 main:574] : INFO : Epoch 2021 | loss: 0.0311488 | val_loss: 0.0311806 | Time: 1587.57 ms
[2021-09-27 20:33:41 main:574] : INFO : Epoch 2022 | loss: 0.031147 | val_loss: 0.0311831 | Time: 1619.92 ms
[2021-09-27 20:33:42 main:574] : INFO : Epoch 2023 | loss: 0.031149 | val_loss: 0.0311858 | Time: 1587.92 ms
[2021-09-27 20:33:44 main:574] : INFO : Epoch 2024 | loss: 0.0311478 | val_loss: 0.0311865 | Time: 1640.25 ms
[2021-09-27 20:33:46 main:574] : INFO : Epoch 2025 | loss: 0.0311492 | val_loss: 0.0311831 | Time: 1557.62 ms
[2021-09-27 20:33:47 main:574] : INFO : Epoch 2026 | loss: 0.0311494 | val_loss: 0.0311833 | Time: 1576.04 ms
[2021-09-27 20:33:49 main:574] : INFO : Epoch 2027 | loss: 0.0311499 | val_loss: 0.0311837 | Time: 1596.24 ms
[2021-09-27 20:33:50 main:574] : INFO : Epoch 2028 | loss: 0.0311503 | val_loss: 0.0311822 | Time: 1589.57 ms
[2021-09-27 20:33:52 main:574] : INFO : Epoch 2029 | loss: 0.0311476 | val_loss: 0.0311806 | Time: 1574.27 ms
[2021-09-27 20:33:54 main:574] : INFO : Epoch 2030 | loss: 0.0311534 | val_loss: 0.0311844 | Time: 1611.36 ms
[2021-09-27 20:33:55 main:574] : INFO : Epoch 2031 | loss: 0.0311498 | val_loss: 0.0311824 | Time: 1596.63 ms
[2021-09-27 20:33:57 main:574] : INFO : Epoch 2032 | loss: 0.03115 | val_loss: 0.0311816 | Time: 1596.12 ms
[2021-09-27 20:33:58 main:574] : INFO : Epoch 2033 | loss: 0.0311469 | val_loss: 0.0311816 | Time: 1563.85 ms
[2021-09-27 20:34:00 main:574] : INFO : Epoch 2034 | loss: 0.031158 | val_loss: 0.0311944 | Time: 1597.42 ms
[2021-09-27 20:34:02 main:574] : INFO : Epoch 2035 | loss: 0.0311659 | val_loss: 0.0311822 | Time: 1631.93 ms
[2021-09-27 20:34:03 main:574] : INFO : Epoch 2036 | loss: 0.0311619 | val_loss: 0.0311831 | Time: 1582.19 ms
[2021-09-27 20:34:05 main:574] : INFO : Epoch 2037 | loss: 0.0311545 | val_loss: 0.0311806 | Time: 1588.92 ms
[2021-09-27 20:34:06 main:574] : INFO : Epoch 2038 | loss: 0.0311506 | val_loss: 0.0311837 | Time: 1583.83 ms
[2021-09-27 20:34:08 main:574] : INFO : Epoch 2039 | loss: 0.0311497 | val_loss: 0.0311833 | Time: 1590.06 ms
[2021-09-27 20:34:10 main:574] : INFO : Epoch 2040 | loss: 0.0311488 | val_loss: 0.0311823 | Time: 1601.95 ms
[2021-09-27 20:34:11 main:574] : INFO : Epoch 2041 | loss: 0.0311489 | val_loss: 0.031186 | Time: 1601.95 ms
[2021-09-27 20:34:13 main:574] : INFO : Epoch 2042 | loss: 0.031151 | val_loss: 0.0311813 | Time: 1607.55 ms
[2021-09-27 20:34:14 main:574] : INFO : Epoch 2043 | loss: 0.0311516 | val_loss: 0.031186 | Time: 1543.83 ms
[2021-09-27 20:34:16 main:574] : INFO : Epoch 2044 | loss: 0.0311486 | val_loss: 0.0311839 | Time: 1604.54 ms
[2021-09-27 20:34:18 main:574] : INFO : Epoch 2045 | loss: 0.0311468 | val_loss: 0.0311873 | Time: 1607.84 ms
[2021-09-27 20:34:19 main:574] : INFO : Epoch 2046 | loss: 0.0311468 | val_loss: 0.0311874 | Time: 1587.43 ms
[2021-09-27 20:34:21 main:574] : INFO : Epoch 2047 | loss: 0.0311469 | val_loss: 0.0311804 | Time: 1613.47 ms
[2021-09-27 20:34:22 main:574] : INFO : Epoch 2048 | loss: 0.0311511 | val_loss: 0.031194 | Time: 1589.57 ms
[2021-09-27 20:34:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031194
[2021-09-27 20:34:22 main:603] : INFO : Saving end state to config to file
[2021-09-27 20:34:22 main:608] : INFO : Success, exiting..
20:34:22 (6044): 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)