Task 7701658
| Name | ParityModified-1631726652-32175-2_1 |
| Workunit | 5192306 |
| Created | 29 Sep 2021, 19:23:52 UTC |
| Sent | 29 Sep 2021, 20:02:25 UTC |
| Report deadline | 6 Oct 2021, 20:02:25 UTC |
| Received | 30 Sep 2021, 9:35:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 58 min 14 sec |
| CPU time | 58 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> [2021-09-30 04:20:42 main:581] : INFO : Epoch 1538 | loss: 0.0311776 | val_loss: 0.0311843 | Time: 1680.44 ms [2021-09-30 04:20:44 main:581] : INFO : Epoch 1539 | loss: 0.0311758 | val_loss: 0.0311781 | Time: 1709.93 ms [2021-09-30 04:20:45 main:581] : INFO : Epoch 1540 | loss: 0.0311752 | val_loss: 0.0311804 | Time: 1692.35 ms [2021-09-30 04:20:47 main:581] : INFO : Epoch 1541 | loss: 0.0311776 | val_loss: 0.031181 | Time: 1714.55 ms [2021-09-30 04:20:49 main:581] : INFO : Epoch 1542 | loss: 0.0311749 | val_loss: 0.0311799 | Time: 1705.55 ms [2021-09-30 04:20:51 main:581] : INFO : Epoch 1543 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 1703.26 ms [2021-09-30 04:20:52 main:581] : INFO : Epoch 1544 | loss: 0.0311738 | val_loss: 0.031177 | Time: 1708.46 ms [2021-09-30 04:20:54 main:581] : INFO : Epoch 1545 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 1713.72 ms [2021-09-30 04:20:56 main:581] : INFO : Epoch 1546 | loss: 0.0311738 | val_loss: 0.0311776 | Time: 1679.07 ms [2021-09-30 04:20:57 main:581] : INFO : Epoch 1547 | loss: 0.0311715 | val_loss: 0.0311778 | Time: 1723.64 ms [2021-09-30 04:20:59 main:581] : INFO : Epoch 1548 | loss: 0.0311741 | val_loss: 0.0311818 | Time: 1727.29 ms [2021-09-30 04:21:01 main:581] : INFO : Epoch 1549 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 1708.7 ms [2021-09-30 04:21:03 main:581] : INFO : Epoch 1550 | loss: 0.0311778 | val_loss: 0.031182 | Time: 1714.77 ms [2021-09-30 04:21:04 main:581] : INFO : Epoch 1551 | loss: 0.031174 | val_loss: 0.0311767 | Time: 1716.92 ms [2021-09-30 04:21:06 main:581] : INFO : Epoch 1552 | loss: 0.031174 | val_loss: 0.0311799 | Time: 1709.57 ms [2021-09-30 04:21:08 main:581] : INFO : Epoch 1553 | loss: 0.0311721 | val_loss: 0.0311837 | Time: 1705.88 ms [2021-09-30 04:21:09 main:581] : INFO : Epoch 1554 | loss: 0.0311724 | val_loss: 0.0311823 | Time: 1705.28 ms [2021-09-30 04:21:11 main:581] : INFO : Epoch 1555 | loss: 0.0311719 | val_loss: 0.0311783 | Time: 1718.49 ms [2021-09-30 04:21:13 main:581] : INFO : Epoch 1556 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 1699.8 ms [2021-09-30 04:21:14 main:581] : INFO : Epoch 1557 | loss: 0.0311715 | val_loss: 0.0311798 | Time: 1686.18 ms [2021-09-30 04:21:16 main:581] : INFO : Epoch 1558 | loss: 0.0311738 | val_loss: 0.0311865 | Time: 1706.56 ms [2021-09-30 04:21:18 main:581] : INFO : Epoch 1559 | loss: 0.0311763 | val_loss: 0.0311798 | Time: 1691.84 ms [2021-09-30 04:21:20 main:581] : INFO : Epoch 1560 | loss: 0.0311737 | val_loss: 0.031177 | Time: 1677.57 ms [2021-09-30 04:21:21 main:581] : INFO : Epoch 1561 | loss: 0.031171 | val_loss: 0.0311804 | Time: 1710.95 ms [2021-09-30 04:21:23 main:581] : INFO : Epoch 1562 | loss: 0.031171 | val_loss: 0.0311771 | Time: 1680.26 ms [2021-09-30 04:21:25 main:581] : INFO : Epoch 1563 | loss: 0.0311711 | val_loss: 0.0311802 | Time: 1647.68 ms [2021-09-30 04:21:26 main:581] : INFO : Epoch 1564 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 1655.89 ms [2021-09-30 04:21:28 main:581] : INFO : Epoch 1565 | loss: 0.0311698 | val_loss: 0.0311756 | Time: 1691.94 ms [2021-09-30 04:21:30 main:581] : INFO : Epoch 1566 | loss: 0.0311697 | val_loss: 0.031178 | Time: 1699.95 ms [2021-09-30 04:21:31 main:581] : INFO : Epoch 1567 | loss: 0.0311712 | val_loss: 0.0311782 | Time: 1694.93 ms [2021-09-30 04:21:33 main:581] : INFO : Epoch 1568 | loss: 0.0311713 | val_loss: 0.0311782 | Time: 1703.86 ms [2021-09-30 04:21:35 main:581] : INFO : Epoch 1569 | loss: 0.0311698 | val_loss: 0.0311815 | Time: 1681.06 ms [2021-09-30 04:21:36 main:581] : INFO : Epoch 1570 | loss: 0.0311713 | val_loss: 0.0311841 | Time: 1712.02 ms [2021-09-30 04:21:38 main:581] : INFO : Epoch 1571 | loss: 0.0311728 | val_loss: 0.031178 | Time: 1687.87 ms [2021-09-30 04:21:40 main:581] : INFO : Epoch 1572 | loss: 0.031171 | val_loss: 0.0311769 | Time: 1706.83 ms [2021-09-30 04:21:42 main:581] : INFO : Epoch 1573 | loss: 0.0311704 | val_loss: 0.0311795 | Time: 1710.26 ms [2021-09-30 04:21:43 main:581] : INFO : Epoch 1574 | loss: 0.0311696 | val_loss: 0.0311798 | Time: 1679.69 ms [2021-09-30 04:21:45 main:581] : INFO : Epoch 1575 | loss: 0.0311691 | val_loss: 0.031179 | Time: 1699.11 ms [2021-09-30 04:21:47 main:581] : INFO : Epoch 1576 | loss: 0.0311672 | val_loss: 0.0311793 | Time: 1712.05 ms [2021-09-30 04:21:48 main:581] : INFO : Epoch 1577 | loss: 0.0311678 | val_loss: 0.0311774 | Time: 1689 ms [2021-09-30 04:21:50 main:581] : INFO : Epoch 1578 | loss: 0.0311673 | val_loss: 0.0311772 | Time: 1730.1 ms [2021-09-30 04:21:52 main:581] : INFO : Epoch 1579 | loss: 0.0311677 | val_loss: 0.0311821 | Time: 1681.81 ms [2021-09-30 04:21:53 main:581] : INFO : Epoch 1580 | loss: 0.0311716 | val_loss: 0.0311771 | Time: 1698.52 ms [2021-09-30 04:21:55 main:581] : INFO : Epoch 1581 | loss: 0.0311679 | val_loss: 0.0311768 | Time: 1685.24 ms [2021-09-30 04:21:57 main:581] : INFO : Epoch 1582 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 1705.97 ms [2021-09-30 04:21:59 main:581] : INFO : Epoch 1583 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 1713.26 ms [2021-09-30 04:22:00 main:581] : INFO : Epoch 1584 | loss: 0.0311666 | val_loss: 0.0311763 | Time: 1665.17 ms [2021-09-30 04:22:02 main:581] : INFO : Epoch 1585 | loss: 0.0311696 | val_loss: 0.0311783 | Time: 1708.42 ms [2021-09-30 04:22:04 main:581] : INFO : Epoch 1586 | loss: 0.0311675 | val_loss: 0.0311769 | Time: 1695.14 ms [2021-09-30 04:22:05 main:581] : INFO : Epoch 1587 | loss: 0.0311659 | val_loss: 0.0311789 | Time: 1727.96 ms [2021-09-30 04:22:07 main:581] : INFO : Epoch 1588 | loss: 0.0311676 | val_loss: 0.0311782 | Time: 1712.2 ms [2021-09-30 04:22:09 main:581] : INFO : Epoch 1589 | loss: 0.0311669 | val_loss: 0.0311762 | Time: 1719.81 ms [2021-09-30 04:22:10 main:581] : INFO : Epoch 1590 | loss: 0.0311679 | val_loss: 0.0311755 | Time: 1668.83 ms [2021-09-30 04:22:12 main:581] : INFO : Epoch 1591 | loss: 0.031167 | val_loss: 0.0311766 | Time: 1683.45 ms [2021-09-30 04:22:14 main:581] : INFO : Epoch 1592 | loss: 0.031167 | val_loss: 0.0311765 | Time: 1667.37 ms [2021-09-30 04:22:15 main:581] : INFO : Epoch 1593 | loss: 0.031166 | val_loss: 0.0311775 | Time: 1712.79 ms [2021-09-30 04:22:17 main:581] : INFO : Epoch 1594 | loss: 0.0311654 | val_loss: 0.0311801 | Time: 1705.88 ms [2021-09-30 04:22:19 main:581] : INFO : Epoch 1595 | loss: 0.0311671 | val_loss: 0.0311826 | Time: 1707.52 ms [2021-09-30 04:22:21 main:581] : INFO : Epoch 1596 | loss: 0.0311654 | val_loss: 0.0311813 | Time: 1700.63 ms [2021-09-30 04:22:22 main:581] : INFO : Epoch 1597 | loss: 0.0311671 | val_loss: 0.0311782 | Time: 1690.85 ms [2021-09-30 04:22:24 main:581] : INFO : Epoch 1598 | loss: 0.0311703 | val_loss: 0.0311824 | Time: 1711.54 ms [2021-09-30 04:22:26 main:581] : INFO : Epoch 1599 | loss: 0.0311659 | val_loss: 0.0311785 | Time: 1702.18 ms [2021-09-30 04:22:27 main:581] : INFO : Epoch 1600 | loss: 0.0311646 | val_loss: 0.0311772 | Time: 1706.8 ms [2021-09-30 04:22:29 main:581] : INFO : Epoch 1601 | loss: 0.031165 | val_loss: 0.031176 | Time: 1688 ms [2021-09-30 04:22:31 main:581] : INFO : Epoch 1602 | loss: 0.0311654 | val_loss: 0.0311767 | Time: 1721.9 ms [2021-09-30 04:22:33 main:581] : INFO : Epoch 1603 | loss: 0.0311706 | val_loss: 0.0311791 | Time: 1727.7 ms [2021-09-30 04:22:34 main:581] : INFO : Epoch 1604 | loss: 0.0311702 | val_loss: 0.0311844 | Time: 1714.88 ms [2021-09-30 04:22:36 main:581] : INFO : Epoch 1605 | loss: 0.0311753 | val_loss: 0.0311893 | Time: 1713.7 ms [2021-09-30 04:22:38 main:581] : INFO : Epoch 1606 | loss: 0.031178 | val_loss: 0.0311791 | Time: 1692.59 ms [2021-09-30 04:22:39 main:581] : INFO : Epoch 1607 | loss: 0.0311765 | val_loss: 0.0311849 | Time: 1705.49 ms [2021-09-30 04:22:41 main:581] : INFO : Epoch 1608 | loss: 0.0311728 | val_loss: 0.03118 | Time: 1684.66 ms [2021-09-30 04:22:43 main:581] : INFO : Epoch 1609 | loss: 0.0311716 | val_loss: 0.0311827 | Time: 1735.08 ms [2021-09-30 04:22:45 main:581] : INFO : Epoch 1610 | loss: 0.0311706 | val_loss: 0.0311767 | Time: 1730 ms [2021-09-30 04:22:46 main:581] : INFO : Epoch 1611 | loss: 0.0311702 | val_loss: 0.0311796 | Time: 1684.2 ms [2021-09-30 04:22:48 main:581] : INFO : Epoch 1612 | loss: 0.0311706 | val_loss: 0.0311777 | Time: 1720.23 ms [2021-09-30 04:22:50 main:581] : INFO : Epoch 1613 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 1710.08 ms [2021-09-30 04:22:51 main:581] : INFO : Epoch 1614 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 1702.8 ms [2021-09-30 04:22:53 main:581] : INFO : Epoch 1615 | loss: 0.0311689 | val_loss: 0.0311769 | Time: 1711.25 ms [2021-09-30 04:22:55 main:581] : INFO : Epoch 1616 | loss: 0.0311672 | val_loss: 0.0311796 | Time: 1700.56 ms [2021-09-30 04:22:56 main:581] : INFO : Epoch 1617 | loss: 0.0311704 | val_loss: 0.0311841 | Time: 1697.83 ms [2021-09-30 04:22:58 main:581] : INFO : Epoch 1618 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 1704.44 ms [2021-09-30 04:23:00 main:581] : INFO : Epoch 1619 | loss: 0.0311689 | val_loss: 0.0311796 | Time: 1696.37 ms [2021-09-30 04:23:02 main:581] : INFO : Epoch 1620 | loss: 0.0311674 | val_loss: 0.0311757 | Time: 1693.24 ms [2021-09-30 04:23:03 main:581] : INFO : Epoch 1621 | loss: 0.031167 | val_loss: 0.0311798 | Time: 1693.38 ms [2021-09-30 04:23:05 main:581] : INFO : Epoch 1622 | loss: 0.0311736 | val_loss: 0.0311841 | Time: 1703.42 ms [2021-09-30 04:23:07 main:581] : INFO : Epoch 1623 | loss: 0.0311745 | val_loss: 0.0311842 | Time: 1703.99 ms [2021-09-30 04:23:08 main:581] : INFO : Epoch 1624 | loss: 0.0311703 | val_loss: 0.031182 | Time: 1694.36 ms [2021-09-30 04:23:10 main:581] : INFO : Epoch 1625 | loss: 0.0311679 | val_loss: 0.0311799 | Time: 1696.19 ms [2021-09-30 04:23:12 main:581] : INFO : Epoch 1626 | loss: 0.0311692 | val_loss: 0.0311778 | Time: 1701.19 ms [2021-09-30 04:23:13 main:581] : INFO : Epoch 1627 | loss: 0.0311679 | val_loss: 0.0311772 | Time: 1697.37 ms [2021-09-30 04:23:15 main:581] : INFO : Epoch 1628 | loss: 0.0311662 | val_loss: 0.0311777 | Time: 1658.61 ms [2021-09-30 04:23:17 main:581] : INFO : Epoch 1629 | loss: 0.0311666 | val_loss: 0.0311807 | Time: 1722.61 ms [2021-09-30 04:23:19 main:581] : INFO : Epoch 1630 | loss: 0.0311745 | val_loss: 0.03118 | Time: 1701.43 ms [2021-09-30 04:23:20 main:581] : INFO : Epoch 1631 | loss: 0.0311711 | val_loss: 0.0311803 | Time: 1676.1 ms [2021-09-30 04:23:22 main:581] : INFO : Epoch 1632 | loss: 0.031169 | val_loss: 0.0311768 | Time: 1707.12 ms [2021-09-30 04:23:24 main:581] : INFO : Epoch 1633 | loss: 0.031169 | val_loss: 0.0311793 | Time: 1701.17 ms [2021-09-30 04:23:25 main:581] : INFO : Epoch 1634 | loss: 0.0311687 | val_loss: 0.0311802 | Time: 1680.51 ms [2021-09-30 04:23:27 main:581] : INFO : Epoch 1635 | loss: 0.03117 | val_loss: 0.0311925 | Time: 1701.98 ms [2021-09-30 04:23:29 main:581] : INFO : Epoch 1636 | loss: 0.0311676 | val_loss: 0.0311766 | Time: 1677.59 ms [2021-09-30 04:23:30 main:581] : INFO : Epoch 1637 | loss: 0.0311674 | val_loss: 0.0311779 | Time: 1669.31 ms [2021-09-30 04:23:32 main:581] : INFO : Epoch 1638 | loss: 0.0311663 | val_loss: 0.0311752 | Time: 1706.12 ms [2021-09-30 04:23:34 main:581] : INFO : Epoch 1639 | loss: 0.0311639 | val_loss: 0.0311759 | Time: 1692.08 ms [2021-09-30 04:23:35 main:581] : INFO : Epoch 1640 | loss: 0.031165 | val_loss: 0.031176 | Time: 1713.49 ms [2021-09-30 04:23:37 main:581] : INFO : Epoch 1641 | loss: 0.0311654 | val_loss: 0.0311867 | Time: 1725.47 ms [2021-09-30 04:23:39 main:581] : INFO : Epoch 1642 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 1676.91 ms [2021-09-30 04:23:41 main:581] : INFO : Epoch 1643 | loss: 0.0311652 | val_loss: 0.031177 | Time: 1711.24 ms [2021-09-30 04:23:42 main:581] : INFO : Epoch 1644 | loss: 0.0311656 | val_loss: 0.0311751 | Time: 1696.08 ms [2021-09-30 04:23:44 main:581] : INFO : Epoch 1645 | loss: 0.0311648 | val_loss: 0.0311772 | Time: 1699.49 ms [2021-09-30 04:23:46 main:581] : INFO : Epoch 1646 | loss: 0.0311656 | val_loss: 0.0311746 | Time: 1688.61 ms [2021-09-30 04:23:47 main:581] : INFO : Epoch 1647 | loss: 0.0311656 | val_loss: 0.0311739 | Time: 1708.87 ms [2021-09-30 04:23:49 main:581] : INFO : Epoch 1648 | loss: 0.0311658 | val_loss: 0.0311766 | Time: 1688.56 ms [2021-09-30 04:23:51 main:581] : INFO : Epoch 1649 | loss: 0.0311684 | val_loss: 0.0311883 | Time: 1690.04 ms [2021-09-30 04:23:52 main:581] : INFO : Epoch 1650 | loss: 0.0311655 | val_loss: 0.0311764 | Time: 1679.98 ms [2021-09-30 04:23:54 main:581] : INFO : Epoch 1651 | loss: 0.0311662 | val_loss: 0.0311761 | Time: 1680.75 ms [2021-09-30 04:23:56 main:581] : INFO : Epoch 1652 | loss: 0.0311643 | val_loss: 0.0311769 | Time: 1683.94 ms [2021-09-30 04:23:57 main:581] : INFO : Epoch 1653 | loss: 0.031165 | val_loss: 0.0311766 | Time: 1668.62 ms [2021-09-30 04:23:59 main:581] : INFO : Epoch 1654 | loss: 0.0311684 | val_loss: 0.0311783 | Time: 1665.27 ms [2021-09-30 04:24:01 main:581] : INFO : Epoch 1655 | loss: 0.0311718 | val_loss: 0.0311779 | Time: 1670.14 ms [2021-09-30 04:24:02 main:581] : INFO : Epoch 1656 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 1651.19 ms [2021-09-30 04:24:04 main:581] : INFO : Epoch 1657 | loss: 0.0311659 | val_loss: 0.031178 | Time: 1678.49 ms [2021-09-30 04:24:06 main:581] : INFO : Epoch 1658 | loss: 0.0311695 | val_loss: 0.0311781 | Time: 1707.49 ms [2021-09-30 04:24:08 main:581] : INFO : Epoch 1659 | loss: 0.0311695 | val_loss: 0.0311756 | Time: 1683.63 ms [2021-09-30 04:24:09 main:581] : INFO : Epoch 1660 | loss: 0.0311711 | val_loss: 0.0311919 | Time: 1692.32 ms [2021-09-30 04:24:11 main:581] : INFO : Epoch 1661 | loss: 0.0311785 | val_loss: 0.0311784 | Time: 1677.7 ms [2021-09-30 04:24:13 main:581] : INFO : Epoch 1662 | loss: 0.0311696 | val_loss: 0.0311795 | Time: 1659.91 ms [2021-09-30 04:24:14 main:581] : INFO : Epoch 1663 | loss: 0.0311657 | val_loss: 0.0311781 | Time: 1684.94 ms [2021-09-30 04:24:16 main:581] : INFO : Epoch 1664 | loss: 0.0311657 | val_loss: 0.031174 | Time: 1709.93 ms [2021-09-30 04:24:18 main:581] : INFO : Epoch 1665 | loss: 0.0311632 | val_loss: 0.0311866 | Time: 1685.16 ms [2021-09-30 04:24:19 main:581] : INFO : Epoch 1666 | loss: 0.0311664 | val_loss: 0.0311808 | Time: 1699.85 ms [2021-09-30 04:24:21 main:581] : INFO : Epoch 1667 | loss: 0.0311655 | val_loss: 0.031174 | Time: 1673.1 ms [2021-09-30 04:24:23 main:581] : INFO : Epoch 1668 | loss: 0.031163 | val_loss: 0.031175 | Time: 1698.04 ms [2021-09-30 04:24:24 main:581] : INFO : Epoch 1669 | loss: 0.0311649 | val_loss: 0.03118 | Time: 1714.9 ms [2021-09-30 04:24:26 main:581] : INFO : Epoch 1670 | loss: 0.0311673 | val_loss: 0.0311764 | Time: 1694.08 ms [2021-09-30 04:24:28 main:581] : INFO : Epoch 1671 | loss: 0.0311651 | val_loss: 0.031178 | Time: 1717.14 ms [2021-09-30 04:24:30 main:581] : INFO : Epoch 1672 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 1704.85 ms [2021-09-30 04:24:31 main:581] : INFO : Epoch 1673 | loss: 0.0311644 | val_loss: 0.0311765 | Time: 1676.68 ms [2021-09-30 04:24:33 main:581] : INFO : Epoch 1674 | loss: 0.0311654 | val_loss: 0.0311797 | Time: 1676.69 ms [2021-09-30 04:24:35 main:581] : INFO : Epoch 1675 | loss: 0.0311678 | val_loss: 0.0311766 | Time: 1695.84 ms [2021-09-30 04:24:36 main:581] : INFO : Epoch 1676 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 1676.81 ms [2021-09-30 04:24:38 main:581] : INFO : Epoch 1677 | loss: 0.0311643 | val_loss: 0.0311746 | Time: 1692.04 ms [2021-09-30 04:24:40 main:581] : INFO : Epoch 1678 | loss: 0.0311636 | val_loss: 0.0311764 | Time: 1680.81 ms [2021-09-30 04:24:41 main:581] : INFO : Epoch 1679 | loss: 0.0311632 | val_loss: 0.0311823 | Time: 1699.59 ms [2021-09-30 04:24:43 main:581] : INFO : Epoch 1680 | loss: 0.0311663 | val_loss: 0.0311791 | Time: 1706.43 ms [2021-09-30 04:24:45 main:581] : INFO : Epoch 1681 | loss: 0.0311695 | val_loss: 0.0311783 | Time: 1661.84 ms [2021-09-30 04:24:46 main:581] : INFO : Epoch 1682 | loss: 0.0311702 | val_loss: 0.0311761 | Time: 1667.19 ms [2021-09-30 04:24:48 main:581] : INFO : Epoch 1683 | loss: 0.0311733 | val_loss: 0.031178 | Time: 1696.58 ms [2021-09-30 04:24:50 main:581] : INFO : Epoch 1684 | loss: 0.0311745 | val_loss: 0.0311829 | Time: 1701.04 ms [2021-09-30 04:24:51 main:581] : INFO : Epoch 1685 | loss: 0.0311703 | val_loss: 0.0311744 | Time: 1682.55 ms [2021-09-30 04:24:53 main:581] : INFO : Epoch 1686 | loss: 0.0311679 | val_loss: 0.0311746 | Time: 1690.27 ms [2021-09-30 04:24:55 main:581] : INFO : Epoch 1687 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 1686.17 ms [2021-09-30 04:24:57 main:581] : INFO : Epoch 1688 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 1682.42 ms [2021-09-30 04:24:58 main:581] : INFO : Epoch 1689 | loss: 0.0311697 | val_loss: 0.031176 | Time: 1676.08 ms [2021-09-30 04:25:00 main:581] : INFO : Epoch 1690 | loss: 0.0311699 | val_loss: 0.031183 | Time: 1685.1 ms [2021-09-30 04:25:02 main:581] : INFO : Epoch 1691 | loss: 0.031176 | val_loss: 0.0311806 | Time: 1672.18 ms [2021-09-30 04:25:03 main:581] : INFO : Epoch 1692 | loss: 0.0311845 | val_loss: 0.031185 | Time: 1687.75 ms [2021-09-30 04:25:05 main:581] : INFO : Epoch 1693 | loss: 0.0311828 | val_loss: 0.0311831 | Time: 1688.6 ms [2021-09-30 04:25:07 main:581] : INFO : Epoch 1694 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 1700.99 ms [2021-09-30 04:25:08 main:581] : INFO : Epoch 1695 | loss: 0.0311835 | val_loss: 0.0311823 | Time: 1678.49 ms [2021-09-30 04:25:10 main:581] : INFO : Epoch 1696 | loss: 0.0311808 | val_loss: 0.0311817 | Time: 1681.15 ms [2021-09-30 04:25:12 main:581] : INFO : Epoch 1697 | loss: 0.0311785 | val_loss: 0.0311792 | Time: 1726.73 ms [2021-09-30 04:25:13 main:581] : INFO : Epoch 1698 | loss: 0.0311802 | val_loss: 0.0311835 | Time: 1707.44 ms [2021-09-30 04:25:15 main:581] : INFO : Epoch 1699 | loss: 0.0311776 | val_loss: 0.0311822 | Time: 1701.53 ms [2021-09-30 04:25:17 main:581] : INFO : Epoch 1700 | loss: 0.0311772 | val_loss: 0.0311799 | Time: 1705.54 ms [2021-09-30 04:25:19 main:581] : INFO : Epoch 1701 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 1698.65 ms [2021-09-30 04:25:20 main:581] : INFO : Epoch 1702 | loss: 0.0311808 | val_loss: 0.0311855 | Time: 1673.67 ms [2021-09-30 04:25:22 main:581] : INFO : Epoch 1703 | loss: 0.031193 | val_loss: 0.0311976 | Time: 1689.81 ms [2021-09-30 04:25:24 main:581] : INFO : Epoch 1704 | loss: 0.031194 | val_loss: 0.0311938 | Time: 1706.01 ms [2021-09-30 04:25:25 main:581] : INFO : Epoch 1705 | loss: 0.0311907 | val_loss: 0.0311983 | Time: 1684.46 ms [2021-09-30 04:25:27 main:581] : INFO : Epoch 1706 | loss: 0.0311874 | val_loss: 0.0311861 | Time: 1667.81 ms [2021-09-30 04:25:29 main:581] : INFO : Epoch 1707 | loss: 0.0311839 | val_loss: 0.0311852 | Time: 1679.84 ms [2021-09-30 04:25:30 main:581] : INFO : Epoch 1708 | loss: 0.0311851 | val_loss: 0.0311836 | Time: 1682.34 ms [2021-09-30 04:25:32 main:581] : INFO : Epoch 1709 | loss: 0.0311825 | val_loss: 0.0311854 | Time: 1704.58 ms [2021-09-30 04:25:34 main:581] : INFO : Epoch 1710 | loss: 0.0311811 | val_loss: 0.0311843 | Time: 1713.16 ms [2021-09-30 04:25:35 main:581] : INFO : Epoch 1711 | loss: 0.0311807 | val_loss: 0.0311845 | Time: 1697.59 ms [2021-09-30 04:25:37 main:581] : INFO : Epoch 1712 | loss: 0.0311818 | val_loss: 0.0311894 | Time: 1712.28 ms [2021-09-30 04:25:39 main:581] : INFO : Epoch 1713 | loss: 0.0311811 | val_loss: 0.0311841 | Time: 1711.02 ms [2021-09-30 04:25:41 main:581] : INFO : Epoch 1714 | loss: 0.0311811 | val_loss: 0.0311898 | Time: 1722.61 ms [2021-09-30 04:25:42 main:581] : INFO : Epoch 1715 | loss: 0.0311799 | val_loss: 0.0311823 | Time: 1694.13 ms [2021-09-30 04:25:44 main:581] : INFO : Epoch 1716 | loss: 0.0311809 | val_loss: 0.0311827 | Time: 1711.2 ms [2021-09-30 04:25:46 main:581] : INFO : Epoch 1717 | loss: 0.0311794 | val_loss: 0.031183 | Time: 1697.05 ms [2021-09-30 04:25:47 main:581] : INFO : Epoch 1718 | loss: 0.0311791 | val_loss: 0.0311888 | Time: 1696.93 ms [2021-09-30 04:25:49 main:581] : INFO : Epoch 1719 | loss: 0.0311804 | val_loss: 0.0311843 | Time: 1721.36 ms [2021-09-30 04:25:51 main:581] : INFO : Epoch 1720 | loss: 0.0311823 | val_loss: 0.031196 | Time: 1695.99 ms [2021-09-30 04:25:53 main:581] : INFO : Epoch 1721 | loss: 0.0311823 | val_loss: 0.0311866 | Time: 1708.97 ms [2021-09-30 04:25:54 main:581] : INFO : Epoch 1722 | loss: 0.0311838 | val_loss: 0.0311823 | Time: 1697.02 ms [2021-09-30 04:25:56 main:581] : INFO : Epoch 1723 | loss: 0.0311813 | val_loss: 0.0311816 | Time: 1676.17 ms [2021-09-30 04:25:58 main:581] : INFO : Epoch 1724 | loss: 0.0311802 | val_loss: 0.0311817 | Time: 1694.98 ms [2021-09-30 04:25:59 main:581] : INFO : Epoch 1725 | loss: 0.0311795 | val_loss: 0.0311865 | Time: 1694.91 ms [2021-09-30 04:26:01 main:581] : INFO : Epoch 1726 | loss: 0.0311804 | val_loss: 0.031182 | Time: 1663.2 ms [2021-09-30 04:26:03 main:581] : INFO : Epoch 1727 | loss: 0.0311829 | val_loss: 0.031187 | Time: 1673.45 ms [2021-09-30 04:26:04 main:581] : INFO : Epoch 1728 | loss: 0.0311841 | val_loss: 0.0311875 | Time: 1702.67 ms [2021-09-30 04:26:06 main:581] : INFO : Epoch 1729 | loss: 0.0311843 | val_loss: 0.031183 | Time: 1710.77 ms [2021-09-30 04:26:08 main:581] : INFO : Epoch 1730 | loss: 0.0311799 | val_loss: 0.03118 | Time: 1692.65 ms [2021-09-30 04:26:09 main:581] : INFO : Epoch 1731 | loss: 0.0311799 | val_loss: 0.0311802 | Time: 1709.92 ms [2021-09-30 04:26:11 main:581] : INFO : Epoch 1732 | loss: 0.0311815 | val_loss: 0.03118 | Time: 1710.39 ms [2021-09-30 04:26:13 main:581] : INFO : Epoch 1733 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 1718.43 ms [2021-09-30 04:26:15 main:581] : INFO : Epoch 1734 | loss: 0.0311836 | val_loss: 0.0311801 | Time: 1714.47 ms [2021-09-30 04:26:16 main:581] : INFO : Epoch 1735 | loss: 0.0311828 | val_loss: 0.0311896 | Time: 1698.25 ms [2021-09-30 04:26:18 main:581] : INFO : Epoch 1736 | loss: 0.0311811 | val_loss: 0.0311915 | Time: 1721.6 ms [2021-09-30 04:26:20 main:581] : INFO : Epoch 1737 | loss: 0.031183 | val_loss: 0.0311815 | Time: 1708 ms [2021-09-30 04:26:21 main:581] : INFO : Epoch 1738 | loss: 0.0311828 | val_loss: 0.0311809 | Time: 1690.12 ms [2021-09-30 04:26:23 main:581] : INFO : Epoch 1739 | loss: 0.0311796 | val_loss: 0.0311791 | Time: 1707.26 ms [2021-09-30 04:26:25 main:581] : INFO : Epoch 1740 | loss: 0.0311825 | val_loss: 0.0311834 | Time: 1670.61 ms [2021-09-30 04:26:27 main:581] : INFO : Epoch 1741 | loss: 0.0311839 | val_loss: 0.0311846 | Time: 1708.93 ms [2021-09-30 04:26:28 main:581] : INFO : Epoch 1742 | loss: 0.0311856 | val_loss: 0.0311872 | Time: 1708.64 ms [2021-09-30 04:26:30 main:581] : INFO : Epoch 1743 | loss: 0.0311835 | val_loss: 0.0311861 | Time: 1702.47 ms [2021-09-30 04:26:32 main:581] : INFO : Epoch 1744 | loss: 0.0311815 | val_loss: 0.0311813 | Time: 1702.12 ms [2021-09-30 04:26:33 main:581] : INFO : Epoch 1745 | loss: 0.0311812 | val_loss: 0.0311803 | Time: 1716.13 ms [2021-09-30 04:26:35 main:581] : INFO : Epoch 1746 | loss: 0.0311806 | val_loss: 0.0311798 | Time: 1688.58 ms [2021-09-30 04:26:37 main:581] : INFO : Epoch 1747 | loss: 0.0311803 | val_loss: 0.0311814 | Time: 1716.34 ms [2021-09-30 04:26:38 main:581] : INFO : Epoch 1748 | loss: 0.0311798 | val_loss: 0.0311805 | Time: 1683.64 ms [2021-09-30 04:26:40 main:581] : INFO : Epoch 1749 | loss: 0.0311792 | val_loss: 0.0311802 | Time: 1730.22 ms [2021-09-30 04:26:42 main:581] : INFO : Epoch 1750 | loss: 0.0311792 | val_loss: 0.0311808 | Time: 1727.31 ms [2021-09-30 04:26:44 main:581] : INFO : Epoch 1751 | loss: 0.0311778 | val_loss: 0.0311807 | Time: 1714.13 ms [2021-09-30 04:26:45 main:581] : INFO : Epoch 1752 | loss: 0.0311787 | val_loss: 0.0311852 | Time: 1707.89 ms [2021-09-30 04:26:47 main:581] : INFO : Epoch 1753 | loss: 0.0311766 | val_loss: 0.0311841 | Time: 1716.07 ms [2021-09-30 04:26:49 main:581] : INFO : Epoch 1754 | loss: 0.0311785 | val_loss: 0.0311795 | Time: 1701.57 ms [2021-09-30 04:26:50 main:581] : INFO : Epoch 1755 | loss: 0.031179 | val_loss: 0.0311801 | Time: 1689.58 ms [2021-09-30 04:26:52 main:581] : INFO : Epoch 1756 | loss: 0.031175 | val_loss: 0.0311814 | Time: 1686.24 ms [2021-09-30 04:26:54 main:581] : INFO : Epoch 1757 | loss: 0.0311771 | val_loss: 0.0311803 | Time: 1687.42 ms [2021-09-30 04:26:55 main:581] : INFO : Epoch 1758 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 1677.84 ms [2021-09-30 04:26:57 main:581] : INFO : Epoch 1759 | loss: 0.0311768 | val_loss: 0.0311774 | Time: 1683.21 ms [2021-09-30 04:26:59 main:581] : INFO : Epoch 1760 | loss: 0.0311783 | val_loss: 0.03118 | Time: 1683.43 ms [2021-09-30 04:27:00 main:581] : INFO : Epoch 1761 | loss: 0.0311762 | val_loss: 0.0311785 | Time: 1662.98 ms [2021-09-30 04:27:02 main:581] : INFO : Epoch 1762 | loss: 0.0311751 | val_loss: 0.031178 | Time: 1693.33 ms [2021-09-30 04:27:04 main:581] : INFO : Epoch 1763 | loss: 0.0311746 | val_loss: 0.0311781 | Time: 1689.93 ms [2021-09-30 04:27:06 main:581] : INFO : Epoch 1764 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 1698.69 ms [2021-09-30 04:27:07 main:581] : INFO : Epoch 1765 | loss: 0.031176 | val_loss: 0.031177 | Time: 1680.8 ms [2021-09-30 04:27:09 main:581] : INFO : Epoch 1766 | loss: 0.0311741 | val_loss: 0.031184 | Time: 1706.96 ms [2021-09-30 04:27:11 main:581] : INFO : Epoch 1767 | loss: 0.0311762 | val_loss: 0.0311815 | Time: 1698.84 ms [2021-09-30 04:27:12 main:581] : INFO : Epoch 1768 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 1714.9 ms [2021-09-30 04:27:14 main:581] : INFO : Epoch 1769 | loss: 0.0311759 | val_loss: 0.0311785 | Time: 1688.05 ms [2021-09-30 04:27:16 main:581] : INFO : Epoch 1770 | loss: 0.0311764 | val_loss: 0.0311794 | Time: 1717.42 ms [2021-09-30 04:27:18 main:581] : INFO : Epoch 1771 | loss: 0.031174 | val_loss: 0.0311792 | Time: 1711.29 ms [2021-09-30 04:27:19 main:581] : INFO : Epoch 1772 | loss: 0.0311746 | val_loss: 0.031181 | Time: 1707.79 ms [2021-09-30 04:27:21 main:581] : INFO : Epoch 1773 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 1673.17 ms [2021-09-30 04:27:23 main:581] : INFO : Epoch 1774 | loss: 0.0311754 | val_loss: 0.0311823 | Time: 1712.51 ms [2021-09-30 04:27:24 main:581] : INFO : Epoch 1775 | loss: 0.0311792 | val_loss: 0.0311794 | Time: 1719.72 ms [2021-09-30 04:27:26 main:581] : INFO : Epoch 1776 | loss: 0.0311802 | val_loss: 0.0311792 | Time: 1697.87 ms [2021-09-30 04:27:28 main:581] : INFO : Epoch 1777 | loss: 0.0311815 | val_loss: 0.0311824 | Time: 1694.49 ms [2021-09-30 04:27:29 main:581] : INFO : Epoch 1778 | loss: 0.0311799 | val_loss: 0.0311813 | Time: 1673.06 ms [2021-09-30 04:27:31 main:581] : INFO : Epoch 1779 | loss: 0.0311777 | val_loss: 0.0311809 | Time: 1707.06 ms [2021-09-30 04:27:33 main:581] : INFO : Epoch 1780 | loss: 0.0311761 | val_loss: 0.0311783 | Time: 1699.83 ms [2021-09-30 04:27:35 main:581] : INFO : Epoch 1781 | loss: 0.0311751 | val_loss: 0.031181 | Time: 1706.03 ms [2021-09-30 04:27:36 main:581] : INFO : Epoch 1782 | loss: 0.0311752 | val_loss: 0.0311787 | Time: 1718.94 ms [2021-09-30 04:27:38 main:581] : INFO : Epoch 1783 | loss: 0.0311745 | val_loss: 0.0311776 | Time: 1656.87 ms [2021-09-30 04:27:40 main:581] : INFO : Epoch 1784 | loss: 0.0311741 | val_loss: 0.0311784 | Time: 1685.89 ms [2021-09-30 04:27:41 main:581] : INFO : Epoch 1785 | loss: 0.0311744 | val_loss: 0.031179 | Time: 1695.66 ms [2021-09-30 04:27:43 main:581] : INFO : Epoch 1786 | loss: 0.0311735 | val_loss: 0.0311796 | Time: 1687.59 ms [2021-09-30 04:27:45 main:581] : INFO : Epoch 1787 | loss: 0.0311741 | val_loss: 0.0311787 | Time: 1715.79 ms [2021-09-30 04:27:46 main:581] : INFO : Epoch 1788 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 1722.17 ms [2021-09-30 04:27:48 main:581] : INFO : Epoch 1789 | loss: 0.0311748 | val_loss: 0.0311834 | Time: 1725.62 ms [2021-09-30 04:27:50 main:581] : INFO : Epoch 1790 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 1724.75 ms [2021-09-30 04:27:52 main:581] : INFO : Epoch 1791 | loss: 0.0311745 | val_loss: 0.0311798 | Time: 1692.48 ms [2021-09-30 04:27:53 main:581] : INFO : Epoch 1792 | loss: 0.0311753 | val_loss: 0.0311806 | Time: 1688.95 ms [2021-09-30 04:27:55 main:581] : INFO : Epoch 1793 | loss: 0.0311756 | val_loss: 0.0311834 | Time: 1722.54 ms [2021-09-30 04:27:57 main:581] : INFO : Epoch 1794 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 1703.27 ms [2021-09-30 04:27:58 main:581] : INFO : Epoch 1795 | loss: 0.0311739 | val_loss: 0.0311769 | Time: 1700.29 ms [2021-09-30 04:28:00 main:581] : INFO : Epoch 1796 | loss: 0.0311742 | val_loss: 0.0311785 | Time: 1694.69 ms [2021-09-30 04:28:02 main:581] : INFO : Epoch 1797 | loss: 0.0311769 | val_loss: 0.0311832 | Time: 1708.6 ms [2021-09-30 04:28:03 main:581] : INFO : Epoch 1798 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 1707.69 ms [2021-09-30 04:28:05 main:581] : INFO : Epoch 1799 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 1706.82 ms [2021-09-30 04:28:07 main:581] : INFO : Epoch 1800 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 1676.8 ms [2021-09-30 04:28:09 main:581] : INFO : Epoch 1801 | loss: 0.0311753 | val_loss: 0.0311794 | Time: 1696.55 ms [2021-09-30 04:28:10 main:581] : INFO : Epoch 1802 | loss: 0.0311764 | val_loss: 0.0311783 | Time: 1690.36 ms [2021-09-30 04:28:12 main:581] : INFO : Epoch 1803 | loss: 0.0311789 | val_loss: 0.0311884 | Time: 1714.46 ms [2021-09-30 04:28:14 main:581] : INFO : Epoch 1804 | loss: 0.0311898 | val_loss: 0.0312125 | Time: 1695.63 ms [2021-09-30 04:28:15 main:581] : INFO : Epoch 1805 | loss: 0.0312265 | val_loss: 0.0314762 | Time: 1701.4 ms [2021-09-30 04:28:17 main:581] : INFO : Epoch 1806 | loss: 0.0314783 | val_loss: 0.0312697 | Time: 1707.19 ms [2021-09-30 04:28:19 main:581] : INFO : Epoch 1807 | loss: 0.0376032 | val_loss: 0.0384257 | Time: 1714.67 ms [2021-09-30 04:28:20 main:581] : INFO : Epoch 1808 | loss: 0.0336917 | val_loss: 0.0323387 | Time: 1686.09 ms [2021-09-30 04:28:22 main:581] : INFO : Epoch 1809 | loss: 0.0319815 | val_loss: 0.0313612 | Time: 1677.95 ms [2021-09-30 04:28:24 main:581] : INFO : Epoch 1810 | loss: 0.031307 | val_loss: 0.0312559 | Time: 1672.65 ms [2021-09-30 04:28:26 main:581] : INFO : Epoch 1811 | loss: 0.0312127 | val_loss: 0.0311903 | Time: 1680.66 ms [2021-09-30 04:28:27 main:581] : INFO : Epoch 1812 | loss: 0.0311889 | val_loss: 0.0311833 | Time: 1671.46 ms [2021-09-30 04:28:29 main:581] : INFO : Epoch 1813 | loss: 0.0311839 | val_loss: 0.031183 | Time: 1702.05 ms [2021-09-30 04:28:31 main:581] : INFO : Epoch 1814 | loss: 0.0311824 | val_loss: 0.0311832 | Time: 1619.57 ms [2021-09-30 04:28:32 main:581] : INFO : Epoch 1815 | loss: 0.0311811 | val_loss: 0.0311815 | Time: 1637.5 ms [2021-09-30 04:28:34 main:581] : INFO : Epoch 1816 | loss: 0.0311798 | val_loss: 0.0311812 | Time: 1631.83 ms [2021-09-30 04:28:35 main:581] : INFO : Epoch 1817 | loss: 0.0311804 | val_loss: 0.0311854 | Time: 1611.53 ms [2021-09-30 04:28:37 main:581] : INFO : Epoch 1818 | loss: 0.0311818 | val_loss: 0.0311826 | Time: 1623.31 ms [2021-09-30 04:28:39 main:581] : INFO : Epoch 1819 | loss: 0.0311806 | val_loss: 0.0311843 | Time: 1636.68 ms [2021-09-30 04:28:40 main:581] : INFO : Epoch 1820 | loss: 0.0311799 | val_loss: 0.0311798 | Time: 1637.49 ms [2021-09-30 04:28:42 main:581] : INFO : Epoch 1821 | loss: 0.0311789 | val_loss: 0.0311803 | Time: 1641.98 ms [2021-09-30 04:28:44 main:581] : INFO : Epoch 1822 | loss: 0.0311786 | val_loss: 0.0311817 | Time: 1632.87 ms [2021-09-30 04:28:45 main:581] : INFO : Epoch 1823 | loss: 0.0311788 | val_loss: 0.0311803 | Time: 1665.5 ms [2021-09-30 04:28:47 main:581] : INFO : Epoch 1824 | loss: 0.0311795 | val_loss: 0.0311786 | Time: 1695.55 ms [2021-09-30 04:28:49 main:581] : INFO : Epoch 1825 | loss: 0.0311772 | val_loss: 0.0311785 | Time: 1687.01 ms [2021-09-30 04:28:50 main:581] : INFO : Epoch 1826 | loss: 0.0311759 | val_loss: 0.0311793 | Time: 1684.53 ms [2021-09-30 04:28:52 main:581] : INFO : Epoch 1827 | loss: 0.0311768 | val_loss: 0.0311785 | Time: 1672.5 ms [2021-09-30 04:28:54 main:581] : INFO : Epoch 1828 | loss: 0.0311775 | val_loss: 0.0311799 | Time: 1672.64 ms [2021-09-30 04:28:55 main:581] : INFO : Epoch 1829 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 1700.95 ms [2021-09-30 04:28:57 main:581] : INFO : Epoch 1830 | loss: 0.0311786 | val_loss: 0.0311826 | Time: 1701 ms [2021-09-30 04:28:59 main:581] : INFO : Epoch 1831 | loss: 0.0311794 | val_loss: 0.03118 | Time: 1694.88 ms [2021-09-30 04:29:00 main:581] : INFO : Epoch 1832 | loss: 0.03118 | val_loss: 0.0311797 | Time: 1720.65 ms [2021-09-30 04:29:02 main:581] : INFO : Epoch 1833 | loss: 0.0311794 | val_loss: 0.03118 | Time: 1707.86 ms [2021-09-30 04:29:04 main:581] : INFO : Epoch 1834 | loss: 0.0311794 | val_loss: 0.0311784 | Time: 1703.02 ms [2021-09-30 04:29:06 main:581] : INFO : Epoch 1835 | loss: 0.0311779 | val_loss: 0.0311837 | Time: 1714.67 ms [2021-09-30 04:29:07 main:581] : INFO : Epoch 1836 | loss: 0.0311776 | val_loss: 0.0311785 | Time: 1690.61 ms [2021-09-30 04:29:09 main:581] : INFO : Epoch 1837 | loss: 0.0311765 | val_loss: 0.0311778 | Time: 1717.6 ms [2021-09-30 04:29:11 main:581] : INFO : Epoch 1838 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 1694.1 ms [2021-09-30 04:29:12 main:581] : INFO : Epoch 1839 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 1681.04 ms [2021-09-30 04:29:14 main:581] : INFO : Epoch 1840 | loss: 0.0311749 | val_loss: 0.0311784 | Time: 1700.02 ms [2021-09-30 04:29:16 main:581] : INFO : Epoch 1841 | loss: 0.0311751 | val_loss: 0.0311786 | Time: 1708.47 ms [2021-09-30 04:29:17 main:581] : INFO : Epoch 1842 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 1703.36 ms [2021-09-30 04:29:19 main:581] : INFO : Epoch 1843 | loss: 0.0311765 | val_loss: 0.0311796 | Time: 1703.97 ms [2021-09-30 04:29:21 main:581] : INFO : Epoch 1844 | loss: 0.0311776 | val_loss: 0.0311797 | Time: 1719.34 ms [2021-09-30 04:29:23 main:581] : INFO : Epoch 1845 | loss: 0.031177 | val_loss: 0.0311799 | Time: 1718.45 ms [2021-09-30 04:29:24 main:581] : INFO : Epoch 1846 | loss: 0.0311762 | val_loss: 0.0311787 | Time: 1699.23 ms [2021-09-30 04:29:26 main:581] : INFO : Epoch 1847 | loss: 0.0311757 | val_loss: 0.0311782 | Time: 1691.83 ms [2021-09-30 04:29:28 main:581] : INFO : Epoch 1848 | loss: 0.0311756 | val_loss: 0.0311765 | Time: 1686.76 ms [2021-09-30 04:29:29 main:581] : INFO : Epoch 1849 | loss: 0.031175 | val_loss: 0.0311764 | Time: 1656.26 ms [2021-09-30 04:29:31 main:581] : INFO : Epoch 1850 | loss: 0.0311741 | val_loss: 0.0311763 | Time: 1713.32 ms [2021-09-30 04:29:33 main:581] : INFO : Epoch 1851 | loss: 0.0311746 | val_loss: 0.031176 | Time: 1730.3 ms [2021-09-30 04:29:35 main:581] : INFO : Epoch 1852 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 1704.46 ms [2021-09-30 04:29:36 main:581] : INFO : Epoch 1853 | loss: 0.0311753 | val_loss: 0.0311779 | Time: 1694.17 ms [2021-09-30 04:29:38 main:581] : INFO : Epoch 1854 | loss: 0.0311749 | val_loss: 0.0311775 | Time: 1715.2 ms [2021-09-30 04:29:40 main:581] : INFO : Epoch 1855 | loss: 0.0311745 | val_loss: 0.0311776 | Time: 1715.93 ms [2021-09-30 04:29:41 main:581] : INFO : Epoch 1856 | loss: 0.031174 | val_loss: 0.0311773 | Time: 1714.37 ms [2021-09-30 04:29:43 main:581] : INFO : Epoch 1857 | loss: 0.031174 | val_loss: 0.0311791 | Time: 1708.94 ms [2021-09-30 04:29:45 main:581] : INFO : Epoch 1858 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 1694.66 ms [2021-09-30 04:29:46 main:581] : INFO : Epoch 1859 | loss: 0.0311739 | val_loss: 0.0311769 | Time: 1678.55 ms [2021-09-30 04:29:48 main:581] : INFO : Epoch 1860 | loss: 0.0311739 | val_loss: 0.0311792 | Time: 1707.09 ms [2021-09-30 04:29:50 main:581] : INFO : Epoch 1861 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 1703.53 ms [2021-09-30 04:29:52 main:581] : INFO : Epoch 1862 | loss: 0.0311744 | val_loss: 0.0311784 | Time: 1709.5 ms [2021-09-30 04:29:53 main:581] : INFO : Epoch 1863 | loss: 0.0311738 | val_loss: 0.0311794 | Time: 1710.17 ms [2021-09-30 04:29:55 main:581] : INFO : Epoch 1864 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 1699.87 ms [2021-09-30 04:29:57 main:581] : INFO : Epoch 1865 | loss: 0.0311743 | val_loss: 0.031183 | Time: 1708.93 ms [2021-09-30 04:29:58 main:581] : INFO : Epoch 1866 | loss: 0.0311747 | val_loss: 0.031179 | Time: 1709.8 ms [2021-09-30 04:30:00 main:581] : INFO : Epoch 1867 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 1694.72 ms [2021-09-30 04:30:02 main:581] : INFO : Epoch 1868 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 1700.92 ms [2021-09-30 04:30:03 main:581] : INFO : Epoch 1869 | loss: 0.0311713 | val_loss: 0.031177 | Time: 1699.16 ms [2021-09-30 04:30:05 main:581] : INFO : Epoch 1870 | loss: 0.0311712 | val_loss: 0.0311779 | Time: 1713.84 ms [2021-09-30 04:30:07 main:581] : INFO : Epoch 1871 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 1725.59 ms [2021-09-30 04:30:09 main:581] : INFO : Epoch 1872 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 1715.93 ms [2021-09-30 04:30:10 main:581] : INFO : Epoch 1873 | loss: 0.0311726 | val_loss: 0.0311804 | Time: 1697.4 ms [2021-09-30 04:30:12 main:581] : INFO : Epoch 1874 | loss: 0.0311734 | val_loss: 0.0311786 | Time: 1721.11 ms [2021-09-30 04:30:14 main:581] : INFO : Epoch 1875 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 1699.41 ms [2021-09-30 04:30:15 main:581] : INFO : Epoch 1876 | loss: 0.0311757 | val_loss: 0.0311778 | Time: 1692.11 ms [2021-09-30 04:30:17 main:581] : INFO : Epoch 1877 | loss: 0.031176 | val_loss: 0.0311786 | Time: 1726.25 ms [2021-09-30 04:30:19 main:581] : INFO : Epoch 1878 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 1707.58 ms [2021-09-30 04:30:21 main:581] : INFO : Epoch 1879 | loss: 0.0311781 | val_loss: 0.0311886 | Time: 1698.02 ms [2021-09-30 04:30:22 main:581] : INFO : Epoch 1880 | loss: 0.0311813 | val_loss: 0.0311912 | Time: 1691.6 ms [2021-09-30 04:30:24 main:581] : INFO : Epoch 1881 | loss: 0.031179 | val_loss: 0.0311812 | Time: 1685.21 ms [2021-09-30 04:30:26 main:581] : INFO : Epoch 1882 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 1703.3 ms [2021-09-30 04:30:27 main:581] : INFO : Epoch 1883 | loss: 0.0311731 | val_loss: 0.0311775 | Time: 1730.75 ms [2021-09-30 04:30:29 main:581] : INFO : Epoch 1884 | loss: 0.0311736 | val_loss: 0.0311779 | Time: 1696.97 ms [2021-09-30 04:30:31 main:581] : INFO : Epoch 1885 | loss: 0.0311736 | val_loss: 0.0311762 | Time: 1690.8 ms [2021-09-30 04:30:33 main:581] : INFO : Epoch 1886 | loss: 0.0311728 | val_loss: 0.0311755 | Time: 1729.65 ms [2021-09-30 04:30:34 main:581] : INFO : Epoch 1887 | loss: 0.0311729 | val_loss: 0.0311764 | Time: 1690.28 ms [2021-09-30 04:30:36 main:581] : INFO : Epoch 1888 | loss: 0.0311744 | val_loss: 0.0311775 | Time: 1699.73 ms [2021-09-30 04:30:38 main:581] : INFO : Epoch 1889 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 1686.89 ms [2021-09-30 04:30:39 main:581] : INFO : Epoch 1890 | loss: 0.0311732 | val_loss: 0.0311782 | Time: 1690.68 ms [2021-09-30 04:30:41 main:581] : INFO : Epoch 1891 | loss: 0.0311734 | val_loss: 0.0311784 | Time: 1700.35 ms [2021-09-30 04:30:43 main:581] : INFO : Epoch 1892 | loss: 0.0311729 | val_loss: 0.0311771 | Time: 1692.41 ms [2021-09-30 04:30:44 main:581] : INFO : Epoch 1893 | loss: 0.0311724 | val_loss: 0.0311781 | Time: 1708.39 ms [2021-09-30 04:30:46 main:581] : INFO : Epoch 1894 | loss: 0.0311733 | val_loss: 0.0311771 | Time: 1694.28 ms [2021-09-30 04:30:48 main:581] : INFO : Epoch 1895 | loss: 0.0311731 | val_loss: 0.0311755 | Time: 1715.96 ms [2021-09-30 04:30:49 main:581] : INFO : Epoch 1896 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 1700.09 ms [2021-09-30 04:30:51 main:581] : INFO : Epoch 1897 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 1710.65 ms [2021-09-30 04:30:53 main:581] : INFO : Epoch 1898 | loss: 0.0311711 | val_loss: 0.0311767 | Time: 1716.02 ms [2021-09-30 04:30:55 main:581] : INFO : Epoch 1899 | loss: 0.0311721 | val_loss: 0.0311776 | Time: 1731.22 ms [2021-09-30 04:30:56 main:581] : INFO : Epoch 1900 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 1714.12 ms [2021-09-30 04:30:58 main:581] : INFO : Epoch 1901 | loss: 0.0311737 | val_loss: 0.0311752 | Time: 1698.46 ms [2021-09-30 04:31:00 main:581] : INFO : Epoch 1902 | loss: 0.0311724 | val_loss: 0.031176 | Time: 1696.41 ms [2021-09-30 04:31:01 main:581] : INFO : Epoch 1903 | loss: 0.0311734 | val_loss: 0.031176 | Time: 1714.44 ms [2021-09-30 04:31:03 main:581] : INFO : Epoch 1904 | loss: 0.0311725 | val_loss: 0.0311767 | Time: 1704.39 ms [2021-09-30 04:31:05 main:581] : INFO : Epoch 1905 | loss: 0.0311713 | val_loss: 0.0311771 | Time: 1708.63 ms [2021-09-30 04:31:07 main:581] : INFO : Epoch 1906 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 1707.26 ms [2021-09-30 04:31:08 main:581] : INFO : Epoch 1907 | loss: 0.0311731 | val_loss: 0.0311762 | Time: 1698.25 ms [2021-09-30 04:31:10 main:581] : INFO : Epoch 1908 | loss: 0.0311738 | val_loss: 0.0311776 | Time: 1705.03 ms [2021-09-30 04:31:12 main:581] : INFO : Epoch 1909 | loss: 0.0311735 | val_loss: 0.0311782 | Time: 1718.24 ms [2021-09-30 04:31:13 main:581] : INFO : Epoch 1910 | loss: 0.0311805 | val_loss: 0.0311857 | Time: 1660.44 ms [2021-09-30 04:31:15 main:581] : INFO : Epoch 1911 | loss: 0.0311836 | val_loss: 0.031185 | Time: 1710.23 ms [2021-09-30 04:31:17 main:581] : INFO : Epoch 1912 | loss: 0.0311806 | val_loss: 0.0311852 | Time: 1715.88 ms [2021-09-30 04:31:19 main:581] : INFO : Epoch 1913 | loss: 0.0311797 | val_loss: 0.0311821 | Time: 1709.48 ms [2021-09-30 04:31:20 main:581] : INFO : Epoch 1914 | loss: 0.031182 | val_loss: 0.0311844 | Time: 1684.42 ms [2021-09-30 04:31:22 main:581] : INFO : Epoch 1915 | loss: 0.0311818 | val_loss: 0.0311821 | Time: 1692.74 ms [2021-09-30 04:31:24 main:581] : INFO : Epoch 1916 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 1690.14 ms [2021-09-30 04:31:25 main:581] : INFO : Epoch 1917 | loss: 0.0311786 | val_loss: 0.03118 | Time: 1721.01 ms [2021-09-30 04:31:27 main:581] : INFO : Epoch 1918 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 1692.75 ms [2021-09-30 04:31:29 main:581] : INFO : Epoch 1919 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 1710.76 ms [2021-09-30 04:31:30 main:581] : INFO : Epoch 1920 | loss: 0.0311776 | val_loss: 0.0311793 | Time: 1707.16 ms [2021-09-30 04:31:32 main:581] : INFO : Epoch 1921 | loss: 0.0311771 | val_loss: 0.031177 | Time: 1695.83 ms [2021-09-30 04:31:34 main:581] : INFO : Epoch 1922 | loss: 0.0311752 | val_loss: 0.0311773 | Time: 1697.29 ms [2021-09-30 04:31:36 main:581] : INFO : Epoch 1923 | loss: 0.0311754 | val_loss: 0.0311786 | Time: 1686.57 ms [2021-09-30 04:31:37 main:581] : INFO : Epoch 1924 | loss: 0.0311772 | val_loss: 0.0311802 | Time: 1685.17 ms [2021-09-30 04:31:39 main:581] : INFO : Epoch 1925 | loss: 0.0311782 | val_loss: 0.0311785 | Time: 1707.5 ms [2021-09-30 04:31:41 main:581] : INFO : Epoch 1926 | loss: 0.0311772 | val_loss: 0.03118 | Time: 1688.15 ms [2021-09-30 04:31:42 main:581] : INFO : Epoch 1927 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 1682.62 ms [2021-09-30 04:31:44 main:581] : INFO : Epoch 1928 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 1688.13 ms [2021-09-30 04:31:46 main:581] : INFO : Epoch 1929 | loss: 0.0311759 | val_loss: 0.0311782 | Time: 1685.59 ms [2021-09-30 04:31:47 main:581] : INFO : Epoch 1930 | loss: 0.0311749 | val_loss: 0.031178 | Time: 1702.75 ms [2021-09-30 04:31:49 main:581] : INFO : Epoch 1931 | loss: 0.0311746 | val_loss: 0.031178 | Time: 1710.02 ms [2021-09-30 04:31:51 main:581] : INFO : Epoch 1932 | loss: 0.031174 | val_loss: 0.0311763 | Time: 1672.18 ms [2021-09-30 04:31:52 main:581] : INFO : Epoch 1933 | loss: 0.031176 | val_loss: 0.031176 | Time: 1666.54 ms [2021-09-30 04:31:54 main:581] : INFO : Epoch 1934 | loss: 0.0311764 | val_loss: 0.0311785 | Time: 1712.96 ms [2021-09-30 04:31:56 main:581] : INFO : Epoch 1935 | loss: 0.0311755 | val_loss: 0.0311778 | Time: 1668.51 ms [2021-09-30 04:31:57 main:581] : INFO : Epoch 1936 | loss: 0.0311771 | val_loss: 0.0311802 | Time: 1707.58 ms [2021-09-30 04:31:59 main:581] : INFO : Epoch 1937 | loss: 0.0311772 | val_loss: 0.0311774 | Time: 1670.14 ms [2021-09-30 04:32:01 main:581] : INFO : Epoch 1938 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 1678.62 ms [2021-09-30 04:32:03 main:581] : INFO : Epoch 1939 | loss: 0.0311765 | val_loss: 0.0311763 | Time: 1684.89 ms [2021-09-30 04:32:04 main:581] : INFO : Epoch 1940 | loss: 0.0311749 | val_loss: 0.0311769 | Time: 1716.9 ms [2021-09-30 04:32:06 main:581] : INFO : Epoch 1941 | loss: 0.0311743 | val_loss: 0.0311765 | Time: 1703.87 ms [2021-09-30 04:32:08 main:581] : INFO : Epoch 1942 | loss: 0.0311736 | val_loss: 0.0311757 | Time: 1709.49 ms [2021-09-30 04:32:09 main:581] : INFO : Epoch 1943 | loss: 0.0311744 | val_loss: 0.0311817 | Time: 1715.85 ms [2021-09-30 04:32:11 main:581] : INFO : Epoch 1944 | loss: 0.0311765 | val_loss: 0.0311766 | Time: 1692.37 ms [2021-09-30 04:32:13 main:581] : INFO : Epoch 1945 | loss: 0.0311764 | val_loss: 0.0311803 | Time: 1699.18 ms [2021-09-30 04:32:14 main:581] : INFO : Epoch 1946 | loss: 0.0311782 | val_loss: 0.0311769 | Time: 1699.5 ms [2021-09-30 04:32:16 main:581] : INFO : Epoch 1947 | loss: 0.0311758 | val_loss: 0.0311767 | Time: 1707.3 ms [2021-09-30 04:32:18 main:581] : INFO : Epoch 1948 | loss: 0.031174 | val_loss: 0.0311747 | Time: 1711.65 ms [2021-09-30 04:32:20 main:581] : INFO : Epoch 1949 | loss: 0.031174 | val_loss: 0.0311747 | Time: 1688.31 ms [2021-09-30 04:32:21 main:581] : INFO : Epoch 1950 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 1703.1 ms [2021-09-30 04:32:23 main:581] : INFO : Epoch 1951 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 1687.4 ms [2021-09-30 04:32:25 main:581] : INFO : Epoch 1952 | loss: 0.0311736 | val_loss: 0.0311759 | Time: 1680.31 ms [2021-09-30 04:32:26 main:581] : INFO : Epoch 1953 | loss: 0.031176 | val_loss: 0.0311776 | Time: 1698.67 ms [2021-09-30 04:32:28 main:581] : INFO : Epoch 1954 | loss: 0.0311761 | val_loss: 0.031176 | Time: 1705.94 ms [2021-09-30 04:32:30 main:581] : INFO : Epoch 1955 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 1687.95 ms [2021-09-30 04:32:31 main:581] : INFO : Epoch 1956 | loss: 0.0311767 | val_loss: 0.0311756 | Time: 1674.05 ms [2021-09-30 04:32:33 main:581] : INFO : Epoch 1957 | loss: 0.0311744 | val_loss: 0.0311772 | Time: 1714.07 ms [2021-09-30 04:32:35 main:581] : INFO : Epoch 1958 | loss: 0.0311762 | val_loss: 0.0311791 | Time: 1704.94 ms [2021-09-30 04:32:37 main:581] : INFO : Epoch 1959 | loss: 0.0311772 | val_loss: 0.0311763 | Time: 1711.22 ms [2021-09-30 04:32:38 main:581] : INFO : Epoch 1960 | loss: 0.0311773 | val_loss: 0.0311766 | Time: 1702.12 ms [2021-09-30 04:32:40 main:581] : INFO : Epoch 1961 | loss: 0.031176 | val_loss: 0.0311732 | Time: 1703.44 ms [2021-09-30 04:32:42 main:581] : INFO : Epoch 1962 | loss: 0.0311771 | val_loss: 0.0311794 | Time: 1721.36 ms [2021-09-30 04:32:43 main:581] : INFO : Epoch 1963 | loss: 0.0311782 | val_loss: 0.0311775 | Time: 1730.37 ms [2021-09-30 04:32:45 main:581] : INFO : Epoch 1964 | loss: 0.0311752 | val_loss: 0.0311738 | Time: 1709.43 ms [2021-09-30 04:32:47 main:581] : INFO : Epoch 1965 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 1694.2 ms [2021-09-30 04:32:48 main:581] : INFO : Epoch 1966 | loss: 0.0311799 | val_loss: 0.0311766 | Time: 1684.83 ms [2021-09-30 04:32:50 main:581] : INFO : Epoch 1967 | loss: 0.0311782 | val_loss: 0.0311774 | Time: 1681.73 ms [2021-09-30 04:32:52 main:581] : INFO : Epoch 1968 | loss: 0.0311757 | val_loss: 0.0311761 | Time: 1711.15 ms [2021-09-30 04:32:54 main:581] : INFO : Epoch 1969 | loss: 0.0311768 | val_loss: 0.0311737 | Time: 1701.89 ms [2021-09-30 04:32:55 main:581] : INFO : Epoch 1970 | loss: 0.0311767 | val_loss: 0.0311742 | Time: 1734.35 ms [2021-09-30 04:32:57 main:581] : INFO : Epoch 1971 | loss: 0.0311767 | val_loss: 0.0311764 | Time: 1732.92 ms [2021-09-30 04:32:59 main:581] : INFO : Epoch 1972 | loss: 0.0311749 | val_loss: 0.0311752 | Time: 1733.22 ms [2021-09-30 04:33:01 main:581] : INFO : Epoch 1973 | loss: 0.0311738 | val_loss: 0.0311741 | Time: 1719.17 ms [2021-09-30 04:33:02 main:581] : INFO : Epoch 1974 | loss: 0.0311762 | val_loss: 0.0311745 | Time: 1735.14 ms [2021-09-30 04:33:04 main:581] : INFO : Epoch 1975 | loss: 0.0311765 | val_loss: 0.0311773 | Time: 1708.49 ms [2021-09-30 04:33:06 main:581] : INFO : Epoch 1976 | loss: 0.031178 | val_loss: 0.0311768 | Time: 1703.41 ms [2021-09-30 04:33:07 main:581] : INFO : Epoch 1977 | loss: 0.031177 | val_loss: 0.0311776 | Time: 1731.09 ms [2021-09-30 04:33:09 main:581] : INFO : Epoch 1978 | loss: 0.0311767 | val_loss: 0.031176 | Time: 1720.28 ms [2021-09-30 04:33:11 main:581] : INFO : Epoch 1979 | loss: 0.031176 | val_loss: 0.0311801 | Time: 1707.18 ms [2021-09-30 04:33:13 main:581] : INFO : Epoch 1980 | loss: 0.0311765 | val_loss: 0.031178 | Time: 1703.59 ms [2021-09-30 04:33:14 main:581] : INFO : Epoch 1981 | loss: 0.0311763 | val_loss: 0.0311773 | Time: 1718.64 ms [2021-09-30 04:33:16 main:581] : INFO : Epoch 1982 | loss: 0.0311751 | val_loss: 0.0311832 | Time: 1726.66 ms [2021-09-30 04:33:18 main:581] : INFO : Epoch 1983 | loss: 0.0311758 | val_loss: 0.0311809 | Time: 1729.77 ms [2021-09-30 04:33:19 main:581] : INFO : Epoch 1984 | loss: 0.0311755 | val_loss: 0.0311748 | Time: 1693.94 ms [2021-09-30 04:33:21 main:581] : INFO : Epoch 1985 | loss: 0.0311745 | val_loss: 0.0311809 | Time: 1733.28 ms [2021-09-30 04:33:23 main:581] : INFO : Epoch 1986 | loss: 0.0311742 | val_loss: 0.0311768 | Time: 1706.04 ms [2021-09-30 04:33:25 main:581] : INFO : Epoch 1987 | loss: 0.0311738 | val_loss: 0.031176 | Time: 1707.72 ms [2021-09-30 04:33:26 main:581] : INFO : Epoch 1988 | loss: 0.0311734 | val_loss: 0.031178 | Time: 1697.87 ms [2021-09-30 04:33:28 main:581] : INFO : Epoch 1989 | loss: 0.0311763 | val_loss: 0.031179 | Time: 1710.03 ms [2021-09-30 04:33:30 main:581] : INFO : Epoch 1990 | loss: 0.0311778 | val_loss: 0.0311797 | Time: 1713.55 ms [2021-09-30 04:33:31 main:581] : INFO : Epoch 1991 | loss: 0.0311759 | val_loss: 0.0311799 | Time: 1716.59 ms [2021-09-30 04:33:33 main:581] : INFO : Epoch 1992 | loss: 0.0311761 | val_loss: 0.03118 | Time: 1701.84 ms [2021-09-30 04:33:35 main:581] : INFO : Epoch 1993 | loss: 0.0311783 | val_loss: 0.0311787 | Time: 1678.57 ms [2021-09-30 04:33:36 main:581] : INFO : Epoch 1994 | loss: 0.0311775 | val_loss: 0.0311794 | Time: 1737.94 ms [2021-09-30 04:33:38 main:581] : INFO : Epoch 1995 | loss: 0.0311776 | val_loss: 0.0311827 | Time: 1698.18 ms [2021-09-30 04:33:40 main:581] : INFO : Epoch 1996 | loss: 0.0311775 | val_loss: 0.0311802 | Time: 1725.94 ms [2021-09-30 04:33:42 main:581] : INFO : Epoch 1997 | loss: 0.031178 | val_loss: 0.0311787 | Time: 1704.43 ms [2021-09-30 04:33:43 main:581] : INFO : Epoch 1998 | loss: 0.0311758 | val_loss: 0.0311781 | Time: 1701.64 ms [2021-09-30 04:33:45 main:581] : INFO : Epoch 1999 | loss: 0.0311755 | val_loss: 0.0311776 | Time: 1716.25 ms [2021-09-30 04:33:47 main:581] : INFO : Epoch 2000 | loss: 0.0311744 | val_loss: 0.0311775 | Time: 1699.05 ms [2021-09-30 04:33:48 main:581] : INFO : Epoch 2001 | loss: 0.0311765 | val_loss: 0.0311791 | Time: 1700.38 ms [2021-09-30 04:33:50 main:581] : INFO : Epoch 2002 | loss: 0.0311771 | val_loss: 0.0311782 | Time: 1725.52 ms [2021-09-30 04:33:52 main:581] : INFO : Epoch 2003 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 1707.38 ms [2021-09-30 04:33:54 main:581] : INFO : Epoch 2004 | loss: 0.0311746 | val_loss: 0.031177 | Time: 1694.21 ms [2021-09-30 04:33:55 main:581] : INFO : Epoch 2005 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 1691.56 ms [2021-09-30 04:33:57 main:581] : INFO : Epoch 2006 | loss: 0.0311757 | val_loss: 0.031182 | Time: 1641.42 ms [2021-09-30 04:33:59 main:581] : INFO : Epoch 2007 | loss: 0.0311762 | val_loss: 0.0311742 | Time: 1628.28 ms [2021-09-30 04:34:00 main:581] : INFO : Epoch 2008 | loss: 0.031174 | val_loss: 0.0311773 | Time: 1706.9 ms [2021-09-30 04:34:02 main:581] : INFO : Epoch 2009 | loss: 0.0311742 | val_loss: 0.03118 | Time: 1695.96 ms [2021-09-30 04:34:04 main:581] : INFO : Epoch 2010 | loss: 0.0311737 | val_loss: 0.031177 | Time: 1690.98 ms [2021-09-30 04:34:05 main:581] : INFO : Epoch 2011 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 1692.47 ms [2021-09-30 04:34:07 main:581] : INFO : Epoch 2012 | loss: 0.0311762 | val_loss: 0.0311761 | Time: 1682.49 ms [2021-09-30 04:34:09 main:581] : INFO : Epoch 2013 | loss: 0.0311762 | val_loss: 0.0311768 | Time: 1711.25 ms [2021-09-30 04:34:10 main:581] : INFO : Epoch 2014 | loss: 0.0311783 | val_loss: 0.031174 | Time: 1689.6 ms [2021-09-30 04:34:12 main:581] : INFO : Epoch 2015 | loss: 0.0311767 | val_loss: 0.0311756 | Time: 1679.42 ms [2021-09-30 04:34:14 main:581] : INFO : Epoch 2016 | loss: 0.0311767 | val_loss: 0.0311763 | Time: 1705.48 ms [2021-09-30 04:34:15 main:581] : INFO : Epoch 2017 | loss: 0.0311777 | val_loss: 0.0311742 | Time: 1693.09 ms [2021-09-30 04:34:17 main:581] : INFO : Epoch 2018 | loss: 0.0311772 | val_loss: 0.0311731 | Time: 1682.72 ms [2021-09-30 04:34:19 main:581] : INFO : Epoch 2019 | loss: 0.0311753 | val_loss: 0.031174 | Time: 1703.89 ms [2021-09-30 04:34:21 main:581] : INFO : Epoch 2020 | loss: 0.0311757 | val_loss: 0.0311748 | Time: 1692.23 ms [2021-09-30 04:34:22 main:581] : INFO : Epoch 2021 | loss: 0.0311754 | val_loss: 0.0311755 | Time: 1697.83 ms [2021-09-30 04:34:24 main:581] : INFO : Epoch 2022 | loss: 0.0311745 | val_loss: 0.031175 | Time: 1695.73 ms [2021-09-30 04:34:26 main:581] : INFO : Epoch 2023 | loss: 0.0311741 | val_loss: 0.0311743 | Time: 1691.03 ms [2021-09-30 04:34:27 main:581] : INFO : Epoch 2024 | loss: 0.0311747 | val_loss: 0.031176 | Time: 1709.88 ms [2021-09-30 04:34:29 main:581] : INFO : Epoch 2025 | loss: 0.0311732 | val_loss: 0.0311744 | Time: 1699.88 ms [2021-09-30 04:34:31 main:581] : INFO : Epoch 2026 | loss: 0.0311734 | val_loss: 0.0311766 | Time: 1698.93 ms [2021-09-30 04:34:32 main:581] : INFO : Epoch 2027 | loss: 0.0311745 | val_loss: 0.0311764 | Time: 1696.11 ms [2021-09-30 04:34:34 main:581] : INFO : Epoch 2028 | loss: 0.0311747 | val_loss: 0.0311764 | Time: 1692.61 ms [2021-09-30 04:34:36 main:581] : INFO : Epoch 2029 | loss: 0.0311745 | val_loss: 0.0311789 | Time: 1690.07 ms [2021-09-30 04:34:38 main:581] : INFO : Epoch 2030 | loss: 0.0311749 | val_loss: 0.0311816 | Time: 1710.79 ms [2021-09-30 04:34:39 main:581] : INFO : Epoch 2031 | loss: 0.0311729 | val_loss: 0.0311799 | Time: 1711.87 ms [2021-09-30 04:34:41 main:581] : INFO : Epoch 2032 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 1690.41 ms [2021-09-30 04:34:43 main:581] : INFO : Epoch 2033 | loss: 0.0311724 | val_loss: 0.0311786 | Time: 1699.7 ms [2021-09-30 04:34:44 main:581] : INFO : Epoch 2034 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 1692 ms [2021-09-30 04:34:46 main:581] : INFO : Epoch 2035 | loss: 0.031173 | val_loss: 0.0311789 | Time: 1683.52 ms [2021-09-30 04:34:48 main:581] : INFO : Epoch 2036 | loss: 0.0311749 | val_loss: 0.0311788 | Time: 1689.15 ms [2021-09-30 04:34:49 main:581] : INFO : Epoch 2037 | loss: 0.0311744 | val_loss: 0.0311735 | Time: 1694.1 ms [2021-09-30 04:34:51 main:581] : INFO : Epoch 2038 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 1682.25 ms [2021-09-30 04:34:53 main:581] : INFO : Epoch 2039 | loss: 0.0311742 | val_loss: 0.0311757 | Time: 1700.87 ms [2021-09-30 04:34:54 main:581] : INFO : Epoch 2040 | loss: 0.0311736 | val_loss: 0.0311753 | Time: 1701.46 ms [2021-09-30 04:34:56 main:581] : INFO : Epoch 2041 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 1721.96 ms [2021-09-30 04:34:58 main:581] : INFO : Epoch 2042 | loss: 0.031173 | val_loss: 0.0311741 | Time: 1698.91 ms [2021-09-30 04:35:00 main:581] : INFO : Epoch 2043 | loss: 0.031172 | val_loss: 0.0311748 | Time: 1695.51 ms [2021-09-30 04:35:01 main:581] : INFO : Epoch 2044 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 1706.23 ms [2021-09-30 04:35:03 main:581] : INFO : Epoch 2045 | loss: 0.0311711 | val_loss: 0.0311762 | Time: 1701.67 ms [2021-09-30 04:35:05 main:581] : INFO : Epoch 2046 | loss: 0.0311726 | val_loss: 0.0311758 | Time: 1673.92 ms [2021-09-30 04:35:06 main:581] : INFO : Epoch 2047 | loss: 0.0311731 | val_loss: 0.0311784 | Time: 1706.76 ms [2021-09-30 04:35:08 main:581] : INFO : Epoch 2048 | loss: 0.0311728 | val_loss: 0.031178 | Time: 1678.72 ms [2021-09-30 04:35:08 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031178 [2021-09-30 04:35:08 main:610] : INFO : Saving end state to config to file [2021-09-30 04:35:08 main:615] : INFO : Success, exiting.. 04:35:08 (874715): 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)