Task 7614165
| Name | ParityModified-1631726782-4527-3_0 |
| Workunit | 5268551 |
| Created | 26 Sep 2021, 21:12:30 UTC |
| Sent | 29 Sep 2021, 22:00:50 UTC |
| Report deadline | 6 Oct 2021, 22:00:50 UTC |
| Received | 30 Sep 2021, 11:33:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 58 min 43 sec |
| CPU time | 58 min 39 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> 6:17:45 main:581] : INFO : Epoch 1538 | loss: 0.0311775 | val_loss: 0.0311798 | Time: 1697.28 ms [2021-09-30 06:17:47 main:581] : INFO : Epoch 1539 | loss: 0.0311784 | val_loss: 0.0311807 | Time: 1728.45 ms [2021-09-30 06:17:49 main:581] : INFO : Epoch 1540 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 1709.33 ms [2021-09-30 06:17:50 main:581] : INFO : Epoch 1541 | loss: 0.0311762 | val_loss: 0.0311797 | Time: 1719.29 ms [2021-09-30 06:17:52 main:581] : INFO : Epoch 1542 | loss: 0.0311771 | val_loss: 0.031184 | Time: 1706.03 ms [2021-09-30 06:17:54 main:581] : INFO : Epoch 1543 | loss: 0.0311785 | val_loss: 0.031181 | Time: 1703.65 ms [2021-09-30 06:17:56 main:581] : INFO : Epoch 1544 | loss: 0.031174 | val_loss: 0.0311824 | Time: 1715.89 ms [2021-09-30 06:17:57 main:581] : INFO : Epoch 1545 | loss: 0.0311751 | val_loss: 0.0311796 | Time: 1741.28 ms [2021-09-30 06:17:59 main:581] : INFO : Epoch 1546 | loss: 0.0311742 | val_loss: 0.0311826 | Time: 1721.67 ms [2021-09-30 06:18:01 main:581] : INFO : Epoch 1547 | loss: 0.0311742 | val_loss: 0.0311801 | Time: 1712.22 ms [2021-09-30 06:18:03 main:581] : INFO : Epoch 1548 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 1725.32 ms [2021-09-30 06:18:04 main:581] : INFO : Epoch 1549 | loss: 0.0311793 | val_loss: 0.0311841 | Time: 1664.77 ms [2021-09-30 06:18:06 main:581] : INFO : Epoch 1550 | loss: 0.0311807 | val_loss: 0.0311822 | Time: 1717.09 ms [2021-09-30 06:18:08 main:581] : INFO : Epoch 1551 | loss: 0.0311806 | val_loss: 0.0311813 | Time: 1716.39 ms [2021-09-30 06:18:09 main:581] : INFO : Epoch 1552 | loss: 0.0311773 | val_loss: 0.0311789 | Time: 1707.58 ms [2021-09-30 06:18:11 main:581] : INFO : Epoch 1553 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 1695.38 ms [2021-09-30 06:18:13 main:581] : INFO : Epoch 1554 | loss: 0.0311772 | val_loss: 0.03118 | Time: 1701.36 ms [2021-09-30 06:18:14 main:581] : INFO : Epoch 1555 | loss: 0.0311757 | val_loss: 0.031179 | Time: 1706.04 ms [2021-09-30 06:18:16 main:581] : INFO : Epoch 1556 | loss: 0.0311751 | val_loss: 0.0311781 | Time: 1718.03 ms [2021-09-30 06:18:18 main:581] : INFO : Epoch 1557 | loss: 0.0311746 | val_loss: 0.0311773 | Time: 1731.43 ms [2021-09-30 06:18:20 main:581] : INFO : Epoch 1558 | loss: 0.0311749 | val_loss: 0.0311782 | Time: 1724.63 ms [2021-09-30 06:18:21 main:581] : INFO : Epoch 1559 | loss: 0.0311742 | val_loss: 0.0311785 | Time: 1710.48 ms [2021-09-30 06:18:23 main:581] : INFO : Epoch 1560 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 1695.22 ms [2021-09-30 06:18:25 main:581] : INFO : Epoch 1561 | loss: 0.0311744 | val_loss: 0.0311777 | Time: 1705.87 ms [2021-09-30 06:18:26 main:581] : INFO : Epoch 1562 | loss: 0.0311733 | val_loss: 0.0311782 | Time: 1727.12 ms [2021-09-30 06:18:28 main:581] : INFO : Epoch 1563 | loss: 0.0311728 | val_loss: 0.0311778 | Time: 1726.51 ms [2021-09-30 06:18:30 main:581] : INFO : Epoch 1564 | loss: 0.0311748 | val_loss: 0.0311778 | Time: 1729.78 ms [2021-09-30 06:18:32 main:581] : INFO : Epoch 1565 | loss: 0.0311766 | val_loss: 0.0311817 | Time: 1733.66 ms [2021-09-30 06:18:33 main:581] : INFO : Epoch 1566 | loss: 0.0311756 | val_loss: 0.031178 | Time: 1713.76 ms [2021-09-30 06:18:35 main:581] : INFO : Epoch 1567 | loss: 0.0311761 | val_loss: 0.0311787 | Time: 1722.87 ms [2021-09-30 06:18:37 main:581] : INFO : Epoch 1568 | loss: 0.0311746 | val_loss: 0.0311777 | Time: 1728 ms [2021-09-30 06:18:39 main:581] : INFO : Epoch 1569 | loss: 0.0311713 | val_loss: 0.031178 | Time: 1729.45 ms [2021-09-30 06:18:40 main:581] : INFO : Epoch 1570 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 1710.35 ms [2021-09-30 06:18:42 main:581] : INFO : Epoch 1571 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 1733.19 ms [2021-09-30 06:18:44 main:581] : INFO : Epoch 1572 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 1729.13 ms [2021-09-30 06:18:45 main:581] : INFO : Epoch 1573 | loss: 0.031169 | val_loss: 0.0311756 | Time: 1718.9 ms [2021-09-30 06:18:47 main:581] : INFO : Epoch 1574 | loss: 0.0311698 | val_loss: 0.0311791 | Time: 1718.2 ms [2021-09-30 06:18:49 main:581] : INFO : Epoch 1575 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 1706.05 ms [2021-09-30 06:18:51 main:581] : INFO : Epoch 1576 | loss: 0.03117 | val_loss: 0.0311755 | Time: 1664.42 ms [2021-09-30 06:18:52 main:581] : INFO : Epoch 1577 | loss: 0.0311689 | val_loss: 0.0311742 | Time: 1706.62 ms [2021-09-30 06:18:54 main:581] : INFO : Epoch 1578 | loss: 0.0311681 | val_loss: 0.031177 | Time: 1710.77 ms [2021-09-30 06:18:56 main:581] : INFO : Epoch 1579 | loss: 0.0311686 | val_loss: 0.0311754 | Time: 1730.7 ms [2021-09-30 06:18:57 main:581] : INFO : Epoch 1580 | loss: 0.0311685 | val_loss: 0.0311761 | Time: 1740.72 ms [2021-09-30 06:18:59 main:581] : INFO : Epoch 1581 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 1705.91 ms [2021-09-30 06:19:01 main:581] : INFO : Epoch 1582 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 1723.26 ms [2021-09-30 06:19:03 main:581] : INFO : Epoch 1583 | loss: 0.031172 | val_loss: 0.0311777 | Time: 1730.22 ms [2021-09-30 06:19:04 main:581] : INFO : Epoch 1584 | loss: 0.031172 | val_loss: 0.0311784 | Time: 1735.96 ms [2021-09-30 06:19:06 main:581] : INFO : Epoch 1585 | loss: 0.0311697 | val_loss: 0.0311775 | Time: 1718.3 ms [2021-09-30 06:19:08 main:581] : INFO : Epoch 1586 | loss: 0.0311702 | val_loss: 0.0311798 | Time: 1724.04 ms [2021-09-30 06:19:09 main:581] : INFO : Epoch 1587 | loss: 0.0311719 | val_loss: 0.0311789 | Time: 1716.89 ms [2021-09-30 06:19:11 main:581] : INFO : Epoch 1588 | loss: 0.0311723 | val_loss: 0.0311875 | Time: 1738.91 ms [2021-09-30 06:19:13 main:581] : INFO : Epoch 1589 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 1721.5 ms [2021-09-30 06:19:15 main:581] : INFO : Epoch 1590 | loss: 0.0311688 | val_loss: 0.0311788 | Time: 1699.75 ms [2021-09-30 06:19:16 main:581] : INFO : Epoch 1591 | loss: 0.0311688 | val_loss: 0.031178 | Time: 1720.51 ms [2021-09-30 06:19:18 main:581] : INFO : Epoch 1592 | loss: 0.0311676 | val_loss: 0.031186 | Time: 1719.3 ms [2021-09-30 06:19:20 main:581] : INFO : Epoch 1593 | loss: 0.0311714 | val_loss: 0.0311793 | Time: 1725.49 ms [2021-09-30 06:19:22 main:581] : INFO : Epoch 1594 | loss: 0.0311677 | val_loss: 0.031178 | Time: 1735.35 ms [2021-09-30 06:19:23 main:581] : INFO : Epoch 1595 | loss: 0.0311679 | val_loss: 0.031177 | Time: 1725.68 ms [2021-09-30 06:19:25 main:581] : INFO : Epoch 1596 | loss: 0.0311701 | val_loss: 0.0311747 | Time: 1730.98 ms [2021-09-30 06:19:27 main:581] : INFO : Epoch 1597 | loss: 0.0311676 | val_loss: 0.0311762 | Time: 1735.09 ms [2021-09-30 06:19:28 main:581] : INFO : Epoch 1598 | loss: 0.031167 | val_loss: 0.0311762 | Time: 1693.23 ms [2021-09-30 06:19:30 main:581] : INFO : Epoch 1599 | loss: 0.0311662 | val_loss: 0.0311747 | Time: 1724.16 ms [2021-09-30 06:19:32 main:581] : INFO : Epoch 1600 | loss: 0.0311655 | val_loss: 0.0311748 | Time: 1710.72 ms [2021-09-30 06:19:34 main:581] : INFO : Epoch 1601 | loss: 0.0311656 | val_loss: 0.0311768 | Time: 1703.37 ms [2021-09-30 06:19:35 main:581] : INFO : Epoch 1602 | loss: 0.031167 | val_loss: 0.0311766 | Time: 1705.79 ms [2021-09-30 06:19:37 main:581] : INFO : Epoch 1603 | loss: 0.0311682 | val_loss: 0.0311735 | Time: 1717.25 ms [2021-09-30 06:19:39 main:581] : INFO : Epoch 1604 | loss: 0.0311683 | val_loss: 0.0311742 | Time: 1719.36 ms [2021-09-30 06:19:40 main:581] : INFO : Epoch 1605 | loss: 0.0311666 | val_loss: 0.0311741 | Time: 1694.31 ms [2021-09-30 06:19:42 main:581] : INFO : Epoch 1606 | loss: 0.0311668 | val_loss: 0.0311769 | Time: 1712.52 ms [2021-09-30 06:19:44 main:581] : INFO : Epoch 1607 | loss: 0.0311674 | val_loss: 0.0311748 | Time: 1735.48 ms [2021-09-30 06:19:46 main:581] : INFO : Epoch 1608 | loss: 0.0311674 | val_loss: 0.0311792 | Time: 1721.14 ms [2021-09-30 06:19:47 main:581] : INFO : Epoch 1609 | loss: 0.031169 | val_loss: 0.0311752 | Time: 1744.58 ms [2021-09-30 06:19:49 main:581] : INFO : Epoch 1610 | loss: 0.031166 | val_loss: 0.0311754 | Time: 1704.44 ms [2021-09-30 06:19:51 main:581] : INFO : Epoch 1611 | loss: 0.0311673 | val_loss: 0.0311759 | Time: 1691.92 ms [2021-09-30 06:19:52 main:581] : INFO : Epoch 1612 | loss: 0.0311668 | val_loss: 0.0311736 | Time: 1694.32 ms [2021-09-30 06:19:54 main:581] : INFO : Epoch 1613 | loss: 0.0311684 | val_loss: 0.0311752 | Time: 1681.14 ms [2021-09-30 06:19:56 main:581] : INFO : Epoch 1614 | loss: 0.0311683 | val_loss: 0.031177 | Time: 1679.57 ms [2021-09-30 06:19:57 main:581] : INFO : Epoch 1615 | loss: 0.0311667 | val_loss: 0.0311734 | Time: 1699.36 ms [2021-09-30 06:19:59 main:581] : INFO : Epoch 1616 | loss: 0.0311664 | val_loss: 0.0311743 | Time: 1721.29 ms [2021-09-30 06:20:01 main:581] : INFO : Epoch 1617 | loss: 0.0311659 | val_loss: 0.0311723 | Time: 1714.77 ms [2021-09-30 06:20:03 main:581] : INFO : Epoch 1618 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 1729.27 ms [2021-09-30 06:20:04 main:581] : INFO : Epoch 1619 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 1726.76 ms [2021-09-30 06:20:06 main:581] : INFO : Epoch 1620 | loss: 0.0311664 | val_loss: 0.0311726 | Time: 1719.32 ms [2021-09-30 06:20:08 main:581] : INFO : Epoch 1621 | loss: 0.0311673 | val_loss: 0.0311758 | Time: 1710.25 ms [2021-09-30 06:20:09 main:581] : INFO : Epoch 1622 | loss: 0.0311669 | val_loss: 0.0311766 | Time: 1709.69 ms [2021-09-30 06:20:11 main:581] : INFO : Epoch 1623 | loss: 0.0311661 | val_loss: 0.0311719 | Time: 1732.97 ms [2021-09-30 06:20:13 main:581] : INFO : Epoch 1624 | loss: 0.0311641 | val_loss: 0.0311714 | Time: 1725.08 ms [2021-09-30 06:20:15 main:581] : INFO : Epoch 1625 | loss: 0.0311658 | val_loss: 0.0311732 | Time: 1712.41 ms [2021-09-30 06:20:16 main:581] : INFO : Epoch 1626 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 1716.35 ms [2021-09-30 06:20:18 main:581] : INFO : Epoch 1627 | loss: 0.0311661 | val_loss: 0.0311721 | Time: 1713.8 ms [2021-09-30 06:20:20 main:581] : INFO : Epoch 1628 | loss: 0.0311659 | val_loss: 0.0311757 | Time: 1723.21 ms [2021-09-30 06:20:22 main:581] : INFO : Epoch 1629 | loss: 0.0311675 | val_loss: 0.0311771 | Time: 1728.75 ms [2021-09-30 06:20:23 main:581] : INFO : Epoch 1630 | loss: 0.0311667 | val_loss: 0.0311764 | Time: 1716.45 ms [2021-09-30 06:20:25 main:581] : INFO : Epoch 1631 | loss: 0.0311659 | val_loss: 0.0311739 | Time: 1740.89 ms [2021-09-30 06:20:27 main:581] : INFO : Epoch 1632 | loss: 0.0311661 | val_loss: 0.0311737 | Time: 1736.37 ms [2021-09-30 06:20:28 main:581] : INFO : Epoch 1633 | loss: 0.0311657 | val_loss: 0.0311731 | Time: 1687.23 ms [2021-09-30 06:20:30 main:581] : INFO : Epoch 1634 | loss: 0.031166 | val_loss: 0.031174 | Time: 1721.05 ms [2021-09-30 06:20:32 main:581] : INFO : Epoch 1635 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 1714.38 ms [2021-09-30 06:20:34 main:581] : INFO : Epoch 1636 | loss: 0.0311704 | val_loss: 0.0311795 | Time: 1714.49 ms [2021-09-30 06:20:35 main:581] : INFO : Epoch 1637 | loss: 0.0311679 | val_loss: 0.031174 | Time: 1718.57 ms [2021-09-30 06:20:37 main:581] : INFO : Epoch 1638 | loss: 0.031166 | val_loss: 0.0311747 | Time: 1718.85 ms [2021-09-30 06:20:39 main:581] : INFO : Epoch 1639 | loss: 0.0311679 | val_loss: 0.0311736 | Time: 1729.62 ms [2021-09-30 06:20:40 main:581] : INFO : Epoch 1640 | loss: 0.0311656 | val_loss: 0.0311722 | Time: 1694.91 ms [2021-09-30 06:20:42 main:581] : INFO : Epoch 1641 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 1704.01 ms [2021-09-30 06:20:44 main:581] : INFO : Epoch 1642 | loss: 0.0311703 | val_loss: 0.0311726 | Time: 1681.7 ms [2021-09-30 06:20:46 main:581] : INFO : Epoch 1643 | loss: 0.0311696 | val_loss: 0.0311725 | Time: 1726.78 ms [2021-09-30 06:20:47 main:581] : INFO : Epoch 1644 | loss: 0.0311681 | val_loss: 0.0311726 | Time: 1717.79 ms [2021-09-30 06:20:49 main:581] : INFO : Epoch 1645 | loss: 0.031167 | val_loss: 0.0311707 | Time: 1719.38 ms [2021-09-30 06:20:51 main:581] : INFO : Epoch 1646 | loss: 0.0311659 | val_loss: 0.0311718 | Time: 1706.8 ms [2021-09-30 06:20:52 main:581] : INFO : Epoch 1647 | loss: 0.031166 | val_loss: 0.0311732 | Time: 1713.38 ms [2021-09-30 06:20:54 main:581] : INFO : Epoch 1648 | loss: 0.0311663 | val_loss: 0.0311731 | Time: 1739.69 ms [2021-09-30 06:20:56 main:581] : INFO : Epoch 1649 | loss: 0.0311682 | val_loss: 0.0311734 | Time: 1729.73 ms [2021-09-30 06:20:58 main:581] : INFO : Epoch 1650 | loss: 0.031167 | val_loss: 0.031174 | Time: 1713.88 ms [2021-09-30 06:20:59 main:581] : INFO : Epoch 1651 | loss: 0.0311682 | val_loss: 0.0311739 | Time: 1706.74 ms [2021-09-30 06:21:01 main:581] : INFO : Epoch 1652 | loss: 0.0311699 | val_loss: 0.0311729 | Time: 1709.25 ms [2021-09-30 06:21:03 main:581] : INFO : Epoch 1653 | loss: 0.0311689 | val_loss: 0.0311765 | Time: 1713.68 ms [2021-09-30 06:21:04 main:581] : INFO : Epoch 1654 | loss: 0.031168 | val_loss: 0.0311702 | Time: 1714.9 ms [2021-09-30 06:21:06 main:581] : INFO : Epoch 1655 | loss: 0.0311661 | val_loss: 0.031172 | Time: 1735.66 ms [2021-09-30 06:21:08 main:581] : INFO : Epoch 1656 | loss: 0.0311664 | val_loss: 0.031171 | Time: 1721.79 ms [2021-09-30 06:21:10 main:581] : INFO : Epoch 1657 | loss: 0.0311647 | val_loss: 0.0311703 | Time: 1736.76 ms [2021-09-30 06:21:11 main:581] : INFO : Epoch 1658 | loss: 0.0311659 | val_loss: 0.0311816 | Time: 1716.84 ms [2021-09-30 06:21:13 main:581] : INFO : Epoch 1659 | loss: 0.0311778 | val_loss: 0.0311784 | Time: 1721.64 ms [2021-09-30 06:21:15 main:581] : INFO : Epoch 1660 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 1737.8 ms [2021-09-30 06:21:17 main:581] : INFO : Epoch 1661 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 1730.57 ms [2021-09-30 06:21:18 main:581] : INFO : Epoch 1662 | loss: 0.0311723 | val_loss: 0.0311751 | Time: 1729.87 ms [2021-09-30 06:21:20 main:581] : INFO : Epoch 1663 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 1709.48 ms [2021-09-30 06:21:22 main:581] : INFO : Epoch 1664 | loss: 0.0311699 | val_loss: 0.031173 | Time: 1729.77 ms [2021-09-30 06:21:23 main:581] : INFO : Epoch 1665 | loss: 0.0311688 | val_loss: 0.0311744 | Time: 1723.04 ms [2021-09-30 06:21:25 main:581] : INFO : Epoch 1666 | loss: 0.0311688 | val_loss: 0.0311762 | Time: 1726.01 ms [2021-09-30 06:21:27 main:581] : INFO : Epoch 1667 | loss: 0.0311698 | val_loss: 0.0311776 | Time: 1693.1 ms [2021-09-30 06:21:29 main:581] : INFO : Epoch 1668 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 1691.68 ms [2021-09-30 06:21:30 main:581] : INFO : Epoch 1669 | loss: 0.0311706 | val_loss: 0.0311767 | Time: 1732.03 ms [2021-09-30 06:21:32 main:581] : INFO : Epoch 1670 | loss: 0.0311705 | val_loss: 0.0311752 | Time: 1732.47 ms [2021-09-30 06:21:34 main:581] : INFO : Epoch 1671 | loss: 0.0311714 | val_loss: 0.0311743 | Time: 1719.34 ms [2021-09-30 06:21:35 main:581] : INFO : Epoch 1672 | loss: 0.031172 | val_loss: 0.0311759 | Time: 1702.43 ms [2021-09-30 06:21:37 main:581] : INFO : Epoch 1673 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 1726.15 ms [2021-09-30 06:21:39 main:581] : INFO : Epoch 1674 | loss: 0.0311679 | val_loss: 0.0311733 | Time: 1714.39 ms [2021-09-30 06:21:41 main:581] : INFO : Epoch 1675 | loss: 0.0311688 | val_loss: 0.0311744 | Time: 1714.1 ms [2021-09-30 06:21:42 main:581] : INFO : Epoch 1676 | loss: 0.0311684 | val_loss: 0.0311754 | Time: 1721.23 ms [2021-09-30 06:21:44 main:581] : INFO : Epoch 1677 | loss: 0.0311677 | val_loss: 0.0311742 | Time: 1710.92 ms [2021-09-30 06:21:46 main:581] : INFO : Epoch 1678 | loss: 0.0311665 | val_loss: 0.0311743 | Time: 1738.43 ms [2021-09-30 06:21:47 main:581] : INFO : Epoch 1679 | loss: 0.0311687 | val_loss: 0.031178 | Time: 1722.93 ms [2021-09-30 06:21:49 main:581] : INFO : Epoch 1680 | loss: 0.0311693 | val_loss: 0.0311789 | Time: 1693.02 ms [2021-09-30 06:21:51 main:581] : INFO : Epoch 1681 | loss: 0.03117 | val_loss: 0.0311729 | Time: 1706.12 ms [2021-09-30 06:21:53 main:581] : INFO : Epoch 1682 | loss: 0.0311698 | val_loss: 0.0311791 | Time: 1711.89 ms [2021-09-30 06:21:54 main:581] : INFO : Epoch 1683 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 1715.37 ms [2021-09-30 06:21:56 main:581] : INFO : Epoch 1684 | loss: 0.031167 | val_loss: 0.0311752 | Time: 1716.05 ms [2021-09-30 06:21:58 main:581] : INFO : Epoch 1685 | loss: 0.0311675 | val_loss: 0.0311743 | Time: 1693.21 ms [2021-09-30 06:21:59 main:581] : INFO : Epoch 1686 | loss: 0.0311666 | val_loss: 0.0311739 | Time: 1705.26 ms [2021-09-30 06:22:01 main:581] : INFO : Epoch 1687 | loss: 0.0311658 | val_loss: 0.0311724 | Time: 1704.65 ms [2021-09-30 06:22:03 main:581] : INFO : Epoch 1688 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 1702.23 ms [2021-09-30 06:22:05 main:581] : INFO : Epoch 1689 | loss: 0.0311644 | val_loss: 0.031173 | Time: 1727.44 ms [2021-09-30 06:22:06 main:581] : INFO : Epoch 1690 | loss: 0.0311661 | val_loss: 0.0311727 | Time: 1694.9 ms [2021-09-30 06:22:08 main:581] : INFO : Epoch 1691 | loss: 0.0311643 | val_loss: 0.0311717 | Time: 1722.03 ms [2021-09-30 06:22:10 main:581] : INFO : Epoch 1692 | loss: 0.0311647 | val_loss: 0.0311727 | Time: 1720.7 ms [2021-09-30 06:22:11 main:581] : INFO : Epoch 1693 | loss: 0.0311642 | val_loss: 0.0311731 | Time: 1717.23 ms [2021-09-30 06:22:13 main:581] : INFO : Epoch 1694 | loss: 0.0311624 | val_loss: 0.0311718 | Time: 1722.25 ms [2021-09-30 06:22:15 main:581] : INFO : Epoch 1695 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 1730.39 ms [2021-09-30 06:22:17 main:581] : INFO : Epoch 1696 | loss: 0.0311622 | val_loss: 0.0311737 | Time: 1731.19 ms [2021-09-30 06:22:18 main:581] : INFO : Epoch 1697 | loss: 0.0311625 | val_loss: 0.0311727 | Time: 1725.72 ms [2021-09-30 06:22:20 main:581] : INFO : Epoch 1698 | loss: 0.0311617 | val_loss: 0.0311724 | Time: 1727.73 ms [2021-09-30 06:22:22 main:581] : INFO : Epoch 1699 | loss: 0.031161 | val_loss: 0.031177 | Time: 1713.3 ms [2021-09-30 06:22:23 main:581] : INFO : Epoch 1700 | loss: 0.0311617 | val_loss: 0.0311741 | Time: 1705.43 ms [2021-09-30 06:22:25 main:581] : INFO : Epoch 1701 | loss: 0.0311625 | val_loss: 0.031174 | Time: 1717.18 ms [2021-09-30 06:22:27 main:581] : INFO : Epoch 1702 | loss: 0.0311635 | val_loss: 0.0311743 | Time: 1724.26 ms [2021-09-30 06:22:29 main:581] : INFO : Epoch 1703 | loss: 0.0311624 | val_loss: 0.0311729 | Time: 1730.85 ms [2021-09-30 06:22:30 main:581] : INFO : Epoch 1704 | loss: 0.0311626 | val_loss: 0.0311778 | Time: 1722.3 ms [2021-09-30 06:22:32 main:581] : INFO : Epoch 1705 | loss: 0.0311665 | val_loss: 0.0311711 | Time: 1732 ms [2021-09-30 06:22:34 main:581] : INFO : Epoch 1706 | loss: 0.0311685 | val_loss: 0.0311858 | Time: 1696.12 ms [2021-09-30 06:22:36 main:581] : INFO : Epoch 1707 | loss: 0.0311663 | val_loss: 0.0311752 | Time: 1719.46 ms [2021-09-30 06:22:37 main:581] : INFO : Epoch 1708 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 1700.29 ms [2021-09-30 06:22:39 main:581] : INFO : Epoch 1709 | loss: 0.0311659 | val_loss: 0.0311738 | Time: 1699.96 ms [2021-09-30 06:22:41 main:581] : INFO : Epoch 1710 | loss: 0.0311645 | val_loss: 0.0311711 | Time: 1697.44 ms [2021-09-30 06:22:42 main:581] : INFO : Epoch 1711 | loss: 0.0311645 | val_loss: 0.0311717 | Time: 1696.25 ms [2021-09-30 06:22:44 main:581] : INFO : Epoch 1712 | loss: 0.0311665 | val_loss: 0.0311733 | Time: 1692.43 ms [2021-09-30 06:22:46 main:581] : INFO : Epoch 1713 | loss: 0.0311638 | val_loss: 0.0311774 | Time: 1723.43 ms [2021-09-30 06:22:47 main:581] : INFO : Epoch 1714 | loss: 0.0311645 | val_loss: 0.0311738 | Time: 1700.73 ms [2021-09-30 06:22:49 main:581] : INFO : Epoch 1715 | loss: 0.0311671 | val_loss: 0.0311714 | Time: 1715.34 ms [2021-09-30 06:22:51 main:581] : INFO : Epoch 1716 | loss: 0.0311645 | val_loss: 0.0311829 | Time: 1718.31 ms [2021-09-30 06:22:53 main:581] : INFO : Epoch 1717 | loss: 0.0311685 | val_loss: 0.0311778 | Time: 1709.63 ms [2021-09-30 06:22:54 main:581] : INFO : Epoch 1718 | loss: 0.0311694 | val_loss: 0.0311766 | Time: 1724.52 ms [2021-09-30 06:22:56 main:581] : INFO : Epoch 1719 | loss: 0.0311679 | val_loss: 0.0311726 | Time: 1720.25 ms [2021-09-30 06:22:58 main:581] : INFO : Epoch 1720 | loss: 0.0311672 | val_loss: 0.0311735 | Time: 1706.23 ms [2021-09-30 06:22:59 main:581] : INFO : Epoch 1721 | loss: 0.0311693 | val_loss: 0.0311806 | Time: 1711.69 ms [2021-09-30 06:23:01 main:581] : INFO : Epoch 1722 | loss: 0.031172 | val_loss: 0.0311734 | Time: 1708.74 ms [2021-09-30 06:23:03 main:581] : INFO : Epoch 1723 | loss: 0.0311732 | val_loss: 0.0311793 | Time: 1712.56 ms [2021-09-30 06:23:05 main:581] : INFO : Epoch 1724 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 1742.91 ms [2021-09-30 06:23:06 main:581] : INFO : Epoch 1725 | loss: 0.0311695 | val_loss: 0.0311769 | Time: 1710.69 ms [2021-09-30 06:23:08 main:581] : INFO : Epoch 1726 | loss: 0.0311697 | val_loss: 0.0311755 | Time: 1714.77 ms [2021-09-30 06:23:10 main:581] : INFO : Epoch 1727 | loss: 0.0311675 | val_loss: 0.0311757 | Time: 1673.04 ms [2021-09-30 06:23:11 main:581] : INFO : Epoch 1728 | loss: 0.0311666 | val_loss: 0.0311728 | Time: 1670.97 ms [2021-09-30 06:23:13 main:581] : INFO : Epoch 1729 | loss: 0.0311667 | val_loss: 0.0311729 | Time: 1700.46 ms [2021-09-30 06:23:15 main:581] : INFO : Epoch 1730 | loss: 0.0311725 | val_loss: 0.0311806 | Time: 1703.33 ms [2021-09-30 06:23:17 main:581] : INFO : Epoch 1731 | loss: 0.0311856 | val_loss: 0.0311798 | Time: 1733.17 ms [2021-09-30 06:23:18 main:581] : INFO : Epoch 1732 | loss: 0.0311808 | val_loss: 0.0311945 | Time: 1721.98 ms [2021-09-30 06:23:20 main:581] : INFO : Epoch 1733 | loss: 0.03119 | val_loss: 0.031187 | Time: 1707.67 ms [2021-09-30 06:23:22 main:581] : INFO : Epoch 1734 | loss: 0.0311951 | val_loss: 0.0311901 | Time: 1692.81 ms [2021-09-30 06:23:23 main:581] : INFO : Epoch 1735 | loss: 0.0311953 | val_loss: 0.0311876 | Time: 1708.01 ms [2021-09-30 06:23:25 main:581] : INFO : Epoch 1736 | loss: 0.0311927 | val_loss: 0.0311857 | Time: 1718.78 ms [2021-09-30 06:23:27 main:581] : INFO : Epoch 1737 | loss: 0.0311898 | val_loss: 0.0311849 | Time: 1703.77 ms [2021-09-30 06:23:29 main:581] : INFO : Epoch 1738 | loss: 0.0311896 | val_loss: 0.0311836 | Time: 1733.16 ms [2021-09-30 06:23:30 main:581] : INFO : Epoch 1739 | loss: 0.0311884 | val_loss: 0.0311886 | Time: 1731.21 ms [2021-09-30 06:23:32 main:581] : INFO : Epoch 1740 | loss: 0.0311894 | val_loss: 0.0311854 | Time: 1723.7 ms [2021-09-30 06:23:34 main:581] : INFO : Epoch 1741 | loss: 0.0311895 | val_loss: 0.0311829 | Time: 1729.76 ms [2021-09-30 06:23:35 main:581] : INFO : Epoch 1742 | loss: 0.0311874 | val_loss: 0.0311822 | Time: 1724.35 ms [2021-09-30 06:23:37 main:581] : INFO : Epoch 1743 | loss: 0.0311863 | val_loss: 0.0311836 | Time: 1690.99 ms [2021-09-30 06:23:39 main:581] : INFO : Epoch 1744 | loss: 0.0311865 | val_loss: 0.0311816 | Time: 1716.64 ms [2021-09-30 06:23:41 main:581] : INFO : Epoch 1745 | loss: 0.0311858 | val_loss: 0.031181 | Time: 1727.44 ms [2021-09-30 06:23:42 main:581] : INFO : Epoch 1746 | loss: 0.0311857 | val_loss: 0.0311829 | Time: 1690.27 ms [2021-09-30 06:23:44 main:581] : INFO : Epoch 1747 | loss: 0.0311869 | val_loss: 0.031187 | Time: 1743.7 ms [2021-09-30 06:23:46 main:581] : INFO : Epoch 1748 | loss: 0.0311852 | val_loss: 0.0311806 | Time: 1686.68 ms [2021-09-30 06:23:47 main:581] : INFO : Epoch 1749 | loss: 0.0311841 | val_loss: 0.0311809 | Time: 1713.38 ms [2021-09-30 06:23:49 main:581] : INFO : Epoch 1750 | loss: 0.0311843 | val_loss: 0.0311805 | Time: 1703.81 ms [2021-09-30 06:23:51 main:581] : INFO : Epoch 1751 | loss: 0.0311847 | val_loss: 0.0311808 | Time: 1713.96 ms [2021-09-30 06:23:53 main:581] : INFO : Epoch 1752 | loss: 0.0311843 | val_loss: 0.031183 | Time: 1715.06 ms [2021-09-30 06:23:54 main:581] : INFO : Epoch 1753 | loss: 0.0311855 | val_loss: 0.0311822 | Time: 1720.99 ms [2021-09-30 06:23:56 main:581] : INFO : Epoch 1754 | loss: 0.0311846 | val_loss: 0.031181 | Time: 1705.05 ms [2021-09-30 06:23:58 main:581] : INFO : Epoch 1755 | loss: 0.0311832 | val_loss: 0.0311812 | Time: 1715.09 ms [2021-09-30 06:23:59 main:581] : INFO : Epoch 1756 | loss: 0.0311841 | val_loss: 0.0311803 | Time: 1707.86 ms [2021-09-30 06:24:01 main:581] : INFO : Epoch 1757 | loss: 0.0311844 | val_loss: 0.0311798 | Time: 1700.74 ms [2021-09-30 06:24:03 main:581] : INFO : Epoch 1758 | loss: 0.031184 | val_loss: 0.03118 | Time: 1702.19 ms [2021-09-30 06:24:04 main:581] : INFO : Epoch 1759 | loss: 0.0311826 | val_loss: 0.031179 | Time: 1717.03 ms [2021-09-30 06:24:06 main:581] : INFO : Epoch 1760 | loss: 0.0311828 | val_loss: 0.0311795 | Time: 1685.7 ms [2021-09-30 06:24:08 main:581] : INFO : Epoch 1761 | loss: 0.0311824 | val_loss: 0.0311791 | Time: 1746.07 ms [2021-09-30 06:24:10 main:581] : INFO : Epoch 1762 | loss: 0.0311819 | val_loss: 0.0311799 | Time: 1712.83 ms [2021-09-30 06:24:11 main:581] : INFO : Epoch 1763 | loss: 0.0311843 | val_loss: 0.0311829 | Time: 1717.9 ms [2021-09-30 06:24:13 main:581] : INFO : Epoch 1764 | loss: 0.0311836 | val_loss: 0.0311785 | Time: 1727.68 ms [2021-09-30 06:24:15 main:581] : INFO : Epoch 1765 | loss: 0.0311822 | val_loss: 0.0311787 | Time: 1734.35 ms [2021-09-30 06:24:17 main:581] : INFO : Epoch 1766 | loss: 0.0311831 | val_loss: 0.0311781 | Time: 1705.56 ms [2021-09-30 06:24:18 main:581] : INFO : Epoch 1767 | loss: 0.0311808 | val_loss: 0.0311782 | Time: 1731.89 ms [2021-09-30 06:24:20 main:581] : INFO : Epoch 1768 | loss: 0.0311808 | val_loss: 0.0311789 | Time: 1725.2 ms [2021-09-30 06:24:22 main:581] : INFO : Epoch 1769 | loss: 0.0311809 | val_loss: 0.0311785 | Time: 1716.7 ms [2021-09-30 06:24:23 main:581] : INFO : Epoch 1770 | loss: 0.0311806 | val_loss: 0.0311785 | Time: 1731.64 ms [2021-09-30 06:24:25 main:581] : INFO : Epoch 1771 | loss: 0.031181 | val_loss: 0.0311831 | Time: 1710.55 ms [2021-09-30 06:24:27 main:581] : INFO : Epoch 1772 | loss: 0.031181 | val_loss: 0.0311797 | Time: 1721.6 ms [2021-09-30 06:24:29 main:581] : INFO : Epoch 1773 | loss: 0.031181 | val_loss: 0.0311791 | Time: 1723 ms [2021-09-30 06:24:30 main:581] : INFO : Epoch 1774 | loss: 0.0311807 | val_loss: 0.0311782 | Time: 1723.11 ms [2021-09-30 06:24:32 main:581] : INFO : Epoch 1775 | loss: 0.0311805 | val_loss: 0.031178 | Time: 1704.67 ms [2021-09-30 06:24:34 main:581] : INFO : Epoch 1776 | loss: 0.0311803 | val_loss: 0.0311773 | Time: 1700.6 ms [2021-09-30 06:24:35 main:581] : INFO : Epoch 1777 | loss: 0.0311806 | val_loss: 0.0311794 | Time: 1732.61 ms [2021-09-30 06:24:37 main:581] : INFO : Epoch 1778 | loss: 0.03118 | val_loss: 0.0311768 | Time: 1689.67 ms [2021-09-30 06:24:39 main:581] : INFO : Epoch 1779 | loss: 0.0311803 | val_loss: 0.0311808 | Time: 1729.03 ms [2021-09-30 06:24:41 main:581] : INFO : Epoch 1780 | loss: 0.0311811 | val_loss: 0.0311773 | Time: 1725.73 ms [2021-09-30 06:24:42 main:581] : INFO : Epoch 1781 | loss: 0.0311813 | val_loss: 0.03118 | Time: 1718.39 ms [2021-09-30 06:24:44 main:581] : INFO : Epoch 1782 | loss: 0.0311811 | val_loss: 0.0311801 | Time: 1723.68 ms [2021-09-30 06:24:46 main:581] : INFO : Epoch 1783 | loss: 0.0311798 | val_loss: 0.0311776 | Time: 1721.95 ms [2021-09-30 06:24:47 main:581] : INFO : Epoch 1784 | loss: 0.0311793 | val_loss: 0.0311778 | Time: 1725.35 ms [2021-09-30 06:24:49 main:581] : INFO : Epoch 1785 | loss: 0.0311804 | val_loss: 0.0311765 | Time: 1717.06 ms [2021-09-30 06:24:51 main:581] : INFO : Epoch 1786 | loss: 0.0311796 | val_loss: 0.0311806 | Time: 1716.97 ms [2021-09-30 06:24:53 main:581] : INFO : Epoch 1787 | loss: 0.031179 | val_loss: 0.0311768 | Time: 1717.74 ms [2021-09-30 06:24:54 main:581] : INFO : Epoch 1788 | loss: 0.031179 | val_loss: 0.0311767 | Time: 1713.24 ms [2021-09-30 06:24:56 main:581] : INFO : Epoch 1789 | loss: 0.0311791 | val_loss: 0.0311781 | Time: 1719 ms [2021-09-30 06:24:58 main:581] : INFO : Epoch 1790 | loss: 0.0311801 | val_loss: 0.0311765 | Time: 1658.93 ms [2021-09-30 06:24:59 main:581] : INFO : Epoch 1791 | loss: 0.0311797 | val_loss: 0.0311844 | Time: 1722.94 ms [2021-09-30 06:25:01 main:581] : INFO : Epoch 1792 | loss: 0.0311804 | val_loss: 0.0311771 | Time: 1721.96 ms [2021-09-30 06:25:03 main:581] : INFO : Epoch 1793 | loss: 0.03118 | val_loss: 0.0311785 | Time: 1698.33 ms [2021-09-30 06:25:05 main:581] : INFO : Epoch 1794 | loss: 0.0311797 | val_loss: 0.0311816 | Time: 1626.62 ms [2021-09-30 06:25:06 main:581] : INFO : Epoch 1795 | loss: 0.0311836 | val_loss: 0.0311787 | Time: 1707.9 ms [2021-09-30 06:25:08 main:581] : INFO : Epoch 1796 | loss: 0.0311815 | val_loss: 0.0311794 | Time: 1715.1 ms [2021-09-30 06:25:10 main:581] : INFO : Epoch 1797 | loss: 0.0311799 | val_loss: 0.0311787 | Time: 1684.43 ms [2021-09-30 06:25:11 main:581] : INFO : Epoch 1798 | loss: 0.0311794 | val_loss: 0.0311772 | Time: 1711.87 ms [2021-09-30 06:25:13 main:581] : INFO : Epoch 1799 | loss: 0.0311783 | val_loss: 0.0311766 | Time: 1721.59 ms [2021-09-30 06:25:15 main:581] : INFO : Epoch 1800 | loss: 0.0311787 | val_loss: 0.0311762 | Time: 1726.78 ms [2021-09-30 06:25:16 main:581] : INFO : Epoch 1801 | loss: 0.0311806 | val_loss: 0.0311761 | Time: 1687.39 ms [2021-09-30 06:25:18 main:581] : INFO : Epoch 1802 | loss: 0.0311804 | val_loss: 0.0311858 | Time: 1736.46 ms [2021-09-30 06:25:20 main:581] : INFO : Epoch 1803 | loss: 0.0311801 | val_loss: 0.0311787 | Time: 1713.65 ms [2021-09-30 06:25:22 main:581] : INFO : Epoch 1804 | loss: 0.0311807 | val_loss: 0.0311786 | Time: 1726 ms [2021-09-30 06:25:23 main:581] : INFO : Epoch 1805 | loss: 0.0311782 | val_loss: 0.0311753 | Time: 1736.26 ms [2021-09-30 06:25:25 main:581] : INFO : Epoch 1806 | loss: 0.031178 | val_loss: 0.031176 | Time: 1726.75 ms [2021-09-30 06:25:27 main:581] : INFO : Epoch 1807 | loss: 0.0311782 | val_loss: 0.0311758 | Time: 1724.66 ms [2021-09-30 06:25:29 main:581] : INFO : Epoch 1808 | loss: 0.0311796 | val_loss: 0.0311758 | Time: 1724.98 ms [2021-09-30 06:25:30 main:581] : INFO : Epoch 1809 | loss: 0.0311786 | val_loss: 0.0311782 | Time: 1720.87 ms [2021-09-30 06:25:32 main:581] : INFO : Epoch 1810 | loss: 0.0311798 | val_loss: 0.0311768 | Time: 1725.96 ms [2021-09-30 06:25:34 main:581] : INFO : Epoch 1811 | loss: 0.0311784 | val_loss: 0.0311764 | Time: 1742.51 ms [2021-09-30 06:25:35 main:581] : INFO : Epoch 1812 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 1699.56 ms [2021-09-30 06:25:37 main:581] : INFO : Epoch 1813 | loss: 0.0311812 | val_loss: 0.0311774 | Time: 1732.07 ms [2021-09-30 06:25:39 main:581] : INFO : Epoch 1814 | loss: 0.0311816 | val_loss: 0.0311754 | Time: 1708.35 ms [2021-09-30 06:25:41 main:581] : INFO : Epoch 1815 | loss: 0.031179 | val_loss: 0.0311774 | Time: 1694.04 ms [2021-09-30 06:25:42 main:581] : INFO : Epoch 1816 | loss: 0.0311804 | val_loss: 0.0311791 | Time: 1711.42 ms [2021-09-30 06:25:44 main:581] : INFO : Epoch 1817 | loss: 0.0311775 | val_loss: 0.0311758 | Time: 1706.06 ms [2021-09-30 06:25:46 main:581] : INFO : Epoch 1818 | loss: 0.0311795 | val_loss: 0.0311786 | Time: 1706.28 ms [2021-09-30 06:25:47 main:581] : INFO : Epoch 1819 | loss: 0.0311821 | val_loss: 0.0311788 | Time: 1725.8 ms [2021-09-30 06:25:49 main:581] : INFO : Epoch 1820 | loss: 0.0311822 | val_loss: 0.0311772 | Time: 1671.32 ms [2021-09-30 06:25:51 main:581] : INFO : Epoch 1821 | loss: 0.0311806 | val_loss: 0.0311765 | Time: 1733.81 ms [2021-09-30 06:25:53 main:581] : INFO : Epoch 1822 | loss: 0.0311801 | val_loss: 0.0311764 | Time: 1725.58 ms [2021-09-30 06:25:54 main:581] : INFO : Epoch 1823 | loss: 0.0311798 | val_loss: 0.0311746 | Time: 1700.49 ms [2021-09-30 06:25:56 main:581] : INFO : Epoch 1824 | loss: 0.0311791 | val_loss: 0.0311752 | Time: 1731.01 ms [2021-09-30 06:25:58 main:581] : INFO : Epoch 1825 | loss: 0.031178 | val_loss: 0.0311746 | Time: 1741.99 ms [2021-09-30 06:25:59 main:581] : INFO : Epoch 1826 | loss: 0.0311783 | val_loss: 0.0311752 | Time: 1719.71 ms [2021-09-30 06:26:01 main:581] : INFO : Epoch 1827 | loss: 0.0311786 | val_loss: 0.0311756 | Time: 1715.35 ms [2021-09-30 06:26:03 main:581] : INFO : Epoch 1828 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 1703.3 ms [2021-09-30 06:26:05 main:581] : INFO : Epoch 1829 | loss: 0.0311791 | val_loss: 0.0311765 | Time: 1730.48 ms [2021-09-30 06:26:06 main:581] : INFO : Epoch 1830 | loss: 0.0311785 | val_loss: 0.031176 | Time: 1705.52 ms [2021-09-30 06:26:08 main:581] : INFO : Epoch 1831 | loss: 0.0311775 | val_loss: 0.0311748 | Time: 1715.12 ms [2021-09-30 06:26:10 main:581] : INFO : Epoch 1832 | loss: 0.0311787 | val_loss: 0.031175 | Time: 1717.34 ms [2021-09-30 06:26:11 main:581] : INFO : Epoch 1833 | loss: 0.0311794 | val_loss: 0.0311737 | Time: 1707.79 ms [2021-09-30 06:26:13 main:581] : INFO : Epoch 1834 | loss: 0.0311774 | val_loss: 0.0311745 | Time: 1709.17 ms [2021-09-30 06:26:15 main:581] : INFO : Epoch 1835 | loss: 0.0311778 | val_loss: 0.0311764 | Time: 1704.02 ms [2021-09-30 06:26:17 main:581] : INFO : Epoch 1836 | loss: 0.0311774 | val_loss: 0.0311744 | Time: 1734.48 ms [2021-09-30 06:26:18 main:581] : INFO : Epoch 1837 | loss: 0.0311784 | val_loss: 0.0311739 | Time: 1721.29 ms [2021-09-30 06:26:20 main:581] : INFO : Epoch 1838 | loss: 0.031177 | val_loss: 0.0311738 | Time: 1706.49 ms [2021-09-30 06:26:22 main:581] : INFO : Epoch 1839 | loss: 0.0311774 | val_loss: 0.0311754 | Time: 1746.61 ms [2021-09-30 06:26:24 main:581] : INFO : Epoch 1840 | loss: 0.0311775 | val_loss: 0.0311739 | Time: 1736.83 ms [2021-09-30 06:26:25 main:581] : INFO : Epoch 1841 | loss: 0.0311774 | val_loss: 0.0311768 | Time: 1711.91 ms [2021-09-30 06:26:27 main:581] : INFO : Epoch 1842 | loss: 0.0311773 | val_loss: 0.0311768 | Time: 1735.5 ms [2021-09-30 06:26:29 main:581] : INFO : Epoch 1843 | loss: 0.0311776 | val_loss: 0.0311751 | Time: 1728.82 ms [2021-09-30 06:26:30 main:581] : INFO : Epoch 1844 | loss: 0.0311775 | val_loss: 0.0311746 | Time: 1713.53 ms [2021-09-30 06:26:32 main:581] : INFO : Epoch 1845 | loss: 0.0311783 | val_loss: 0.0311741 | Time: 1711.43 ms [2021-09-30 06:26:34 main:581] : INFO : Epoch 1846 | loss: 0.0311772 | val_loss: 0.0311788 | Time: 1730.66 ms [2021-09-30 06:26:36 main:581] : INFO : Epoch 1847 | loss: 0.0311782 | val_loss: 0.0311734 | Time: 1738.45 ms [2021-09-30 06:26:37 main:581] : INFO : Epoch 1848 | loss: 0.0311772 | val_loss: 0.0311734 | Time: 1734.36 ms [2021-09-30 06:26:39 main:581] : INFO : Epoch 1849 | loss: 0.0311763 | val_loss: 0.0311731 | Time: 1724.64 ms [2021-09-30 06:26:41 main:581] : INFO : Epoch 1850 | loss: 0.0311761 | val_loss: 0.0311739 | Time: 1717.73 ms [2021-09-30 06:26:42 main:581] : INFO : Epoch 1851 | loss: 0.0311759 | val_loss: 0.0311734 | Time: 1731.98 ms [2021-09-30 06:26:44 main:581] : INFO : Epoch 1852 | loss: 0.0311779 | val_loss: 0.0311737 | Time: 1721.56 ms [2021-09-30 06:26:46 main:581] : INFO : Epoch 1853 | loss: 0.0311781 | val_loss: 0.0311734 | Time: 1709.67 ms [2021-09-30 06:26:48 main:581] : INFO : Epoch 1854 | loss: 0.031176 | val_loss: 0.0311729 | Time: 1737.61 ms [2021-09-30 06:26:49 main:581] : INFO : Epoch 1855 | loss: 0.0311758 | val_loss: 0.0311751 | Time: 1732.76 ms [2021-09-30 06:26:51 main:581] : INFO : Epoch 1856 | loss: 0.0311768 | val_loss: 0.031173 | Time: 1728.93 ms [2021-09-30 06:26:53 main:581] : INFO : Epoch 1857 | loss: 0.0311768 | val_loss: 0.0311783 | Time: 1744.01 ms [2021-09-30 06:26:55 main:581] : INFO : Epoch 1858 | loss: 0.0311771 | val_loss: 0.0311748 | Time: 1708.22 ms [2021-09-30 06:26:56 main:581] : INFO : Epoch 1859 | loss: 0.0311765 | val_loss: 0.0311737 | Time: 1667.95 ms [2021-09-30 06:26:58 main:581] : INFO : Epoch 1860 | loss: 0.0311782 | val_loss: 0.031174 | Time: 1714.16 ms [2021-09-30 06:27:00 main:581] : INFO : Epoch 1861 | loss: 0.0311777 | val_loss: 0.0311756 | Time: 1702.5 ms [2021-09-30 06:27:01 main:581] : INFO : Epoch 1862 | loss: 0.0311765 | val_loss: 0.0311728 | Time: 1738.3 ms [2021-09-30 06:27:03 main:581] : INFO : Epoch 1863 | loss: 0.0311751 | val_loss: 0.0311738 | Time: 1701.76 ms [2021-09-30 06:27:05 main:581] : INFO : Epoch 1864 | loss: 0.0311752 | val_loss: 0.031173 | Time: 1714.07 ms [2021-09-30 06:27:07 main:581] : INFO : Epoch 1865 | loss: 0.0311752 | val_loss: 0.0311731 | Time: 1706.87 ms [2021-09-30 06:27:08 main:581] : INFO : Epoch 1866 | loss: 0.0311759 | val_loss: 0.0311734 | Time: 1735.12 ms [2021-09-30 06:27:10 main:581] : INFO : Epoch 1867 | loss: 0.031176 | val_loss: 0.0311751 | Time: 1677 ms [2021-09-30 06:27:12 main:581] : INFO : Epoch 1868 | loss: 0.0311768 | val_loss: 0.0311768 | Time: 1708.26 ms [2021-09-30 06:27:13 main:581] : INFO : Epoch 1869 | loss: 0.0311765 | val_loss: 0.0311756 | Time: 1720.93 ms [2021-09-30 06:27:15 main:581] : INFO : Epoch 1870 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 1725.58 ms [2021-09-30 06:27:17 main:581] : INFO : Epoch 1871 | loss: 0.0311768 | val_loss: 0.0311741 | Time: 1731.13 ms [2021-09-30 06:27:19 main:581] : INFO : Epoch 1872 | loss: 0.0311758 | val_loss: 0.0311748 | Time: 1716.2 ms [2021-09-30 06:27:20 main:581] : INFO : Epoch 1873 | loss: 0.0311752 | val_loss: 0.0311745 | Time: 1726.63 ms [2021-09-30 06:27:22 main:581] : INFO : Epoch 1874 | loss: 0.0311764 | val_loss: 0.0311734 | Time: 1714.46 ms [2021-09-30 06:27:24 main:581] : INFO : Epoch 1875 | loss: 0.0311749 | val_loss: 0.0311747 | Time: 1719.7 ms [2021-09-30 06:27:25 main:581] : INFO : Epoch 1876 | loss: 0.0311751 | val_loss: 0.031175 | Time: 1689.72 ms [2021-09-30 06:27:27 main:581] : INFO : Epoch 1877 | loss: 0.0311757 | val_loss: 0.0311737 | Time: 1703.59 ms [2021-09-30 06:27:29 main:581] : INFO : Epoch 1878 | loss: 0.0311763 | val_loss: 0.0311773 | Time: 1708.91 ms [2021-09-30 06:27:31 main:581] : INFO : Epoch 1879 | loss: 0.0311752 | val_loss: 0.0311744 | Time: 1724.11 ms [2021-09-30 06:27:32 main:581] : INFO : Epoch 1880 | loss: 0.0311747 | val_loss: 0.0311741 | Time: 1719.53 ms [2021-09-30 06:27:34 main:581] : INFO : Epoch 1881 | loss: 0.0311742 | val_loss: 0.031174 | Time: 1718.22 ms [2021-09-30 06:27:36 main:581] : INFO : Epoch 1882 | loss: 0.031175 | val_loss: 0.0311735 | Time: 1711.08 ms [2021-09-30 06:27:37 main:581] : INFO : Epoch 1883 | loss: 0.0311749 | val_loss: 0.0311738 | Time: 1725.38 ms [2021-09-30 06:27:39 main:581] : INFO : Epoch 1884 | loss: 0.0311751 | val_loss: 0.0311782 | Time: 1720.58 ms [2021-09-30 06:27:41 main:581] : INFO : Epoch 1885 | loss: 0.0311758 | val_loss: 0.0311747 | Time: 1703.36 ms [2021-09-30 06:27:43 main:581] : INFO : Epoch 1886 | loss: 0.0311754 | val_loss: 0.0311738 | Time: 1725.04 ms [2021-09-30 06:27:44 main:581] : INFO : Epoch 1887 | loss: 0.0311769 | val_loss: 0.0311756 | Time: 1735.89 ms [2021-09-30 06:27:46 main:581] : INFO : Epoch 1888 | loss: 0.0311813 | val_loss: 0.0311842 | Time: 1718.77 ms [2021-09-30 06:27:48 main:581] : INFO : Epoch 1889 | loss: 0.0311784 | val_loss: 0.0311749 | Time: 1691.54 ms [2021-09-30 06:27:49 main:581] : INFO : Epoch 1890 | loss: 0.0311755 | val_loss: 0.0311759 | Time: 1729.23 ms [2021-09-30 06:27:51 main:581] : INFO : Epoch 1891 | loss: 0.0311758 | val_loss: 0.0311743 | Time: 1713.1 ms [2021-09-30 06:27:53 main:581] : INFO : Epoch 1892 | loss: 0.0311746 | val_loss: 0.0311739 | Time: 1709.48 ms [2021-09-30 06:27:55 main:581] : INFO : Epoch 1893 | loss: 0.0311749 | val_loss: 0.0311744 | Time: 1728.35 ms [2021-09-30 06:27:56 main:581] : INFO : Epoch 1894 | loss: 0.0311748 | val_loss: 0.0311735 | Time: 1716.17 ms [2021-09-30 06:27:58 main:581] : INFO : Epoch 1895 | loss: 0.0311756 | val_loss: 0.0311733 | Time: 1702.77 ms [2021-09-30 06:28:00 main:581] : INFO : Epoch 1896 | loss: 0.0311764 | val_loss: 0.031173 | Time: 1706.31 ms [2021-09-30 06:28:01 main:581] : INFO : Epoch 1897 | loss: 0.0311754 | val_loss: 0.0311731 | Time: 1723.07 ms [2021-09-30 06:28:03 main:581] : INFO : Epoch 1898 | loss: 0.0311759 | val_loss: 0.0311749 | Time: 1724.86 ms [2021-09-30 06:28:05 main:581] : INFO : Epoch 1899 | loss: 0.0311745 | val_loss: 0.031174 | Time: 1702.53 ms [2021-09-30 06:28:07 main:581] : INFO : Epoch 1900 | loss: 0.0311754 | val_loss: 0.031173 | Time: 1720.16 ms [2021-09-30 06:28:08 main:581] : INFO : Epoch 1901 | loss: 0.0311742 | val_loss: 0.0311745 | Time: 1726.64 ms [2021-09-30 06:28:10 main:581] : INFO : Epoch 1902 | loss: 0.0311741 | val_loss: 0.031173 | Time: 1700.69 ms [2021-09-30 06:28:12 main:581] : INFO : Epoch 1903 | loss: 0.0311744 | val_loss: 0.0311746 | Time: 1726.55 ms [2021-09-30 06:28:13 main:581] : INFO : Epoch 1904 | loss: 0.0311746 | val_loss: 0.0311757 | Time: 1694.91 ms [2021-09-30 06:28:15 main:581] : INFO : Epoch 1905 | loss: 0.0311753 | val_loss: 0.031173 | Time: 1726.1 ms [2021-09-30 06:28:17 main:581] : INFO : Epoch 1906 | loss: 0.0311738 | val_loss: 0.0311739 | Time: 1727.26 ms [2021-09-30 06:28:19 main:581] : INFO : Epoch 1907 | loss: 0.0311749 | val_loss: 0.031177 | Time: 1707.68 ms [2021-09-30 06:28:20 main:581] : INFO : Epoch 1908 | loss: 0.0311767 | val_loss: 0.031175 | Time: 1705.96 ms [2021-09-30 06:28:22 main:581] : INFO : Epoch 1909 | loss: 0.0311749 | val_loss: 0.0311734 | Time: 1722.47 ms [2021-09-30 06:28:24 main:581] : INFO : Epoch 1910 | loss: 0.0311741 | val_loss: 0.0311727 | Time: 1683.62 ms [2021-09-30 06:28:25 main:581] : INFO : Epoch 1911 | loss: 0.0311752 | val_loss: 0.0311764 | Time: 1712.78 ms [2021-09-30 06:28:27 main:581] : INFO : Epoch 1912 | loss: 0.0311748 | val_loss: 0.0311739 | Time: 1733.31 ms [2021-09-30 06:28:29 main:581] : INFO : Epoch 1913 | loss: 0.0311786 | val_loss: 0.0311731 | Time: 1720.27 ms [2021-09-30 06:28:31 main:581] : INFO : Epoch 1914 | loss: 0.0311754 | val_loss: 0.0311746 | Time: 1724.66 ms [2021-09-30 06:28:32 main:581] : INFO : Epoch 1915 | loss: 0.0311739 | val_loss: 0.0311735 | Time: 1727.04 ms [2021-09-30 06:28:34 main:581] : INFO : Epoch 1916 | loss: 0.0311738 | val_loss: 0.031173 | Time: 1702.87 ms [2021-09-30 06:28:36 main:581] : INFO : Epoch 1917 | loss: 0.0311737 | val_loss: 0.0311733 | Time: 1726.46 ms [2021-09-30 06:28:37 main:581] : INFO : Epoch 1918 | loss: 0.0311748 | val_loss: 0.031173 | Time: 1736.19 ms [2021-09-30 06:28:39 main:581] : INFO : Epoch 1919 | loss: 0.0311738 | val_loss: 0.0311772 | Time: 1727.23 ms [2021-09-30 06:28:41 main:581] : INFO : Epoch 1920 | loss: 0.031175 | val_loss: 0.031173 | Time: 1730.91 ms [2021-09-30 06:28:43 main:581] : INFO : Epoch 1921 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 1717.24 ms [2021-09-30 06:28:44 main:581] : INFO : Epoch 1922 | loss: 0.0311753 | val_loss: 0.0311728 | Time: 1695.88 ms [2021-09-30 06:28:46 main:581] : INFO : Epoch 1923 | loss: 0.0311745 | val_loss: 0.0311718 | Time: 1727.49 ms [2021-09-30 06:28:48 main:581] : INFO : Epoch 1924 | loss: 0.031175 | val_loss: 0.0311731 | Time: 1719.12 ms [2021-09-30 06:28:50 main:581] : INFO : Epoch 1925 | loss: 0.0311752 | val_loss: 0.0311729 | Time: 1730.89 ms [2021-09-30 06:28:51 main:581] : INFO : Epoch 1926 | loss: 0.0311746 | val_loss: 0.0311725 | Time: 1723.88 ms [2021-09-30 06:28:53 main:581] : INFO : Epoch 1927 | loss: 0.0311746 | val_loss: 0.0311717 | Time: 1706.28 ms [2021-09-30 06:28:55 main:581] : INFO : Epoch 1928 | loss: 0.0311748 | val_loss: 0.031173 | Time: 1724.97 ms [2021-09-30 06:28:56 main:581] : INFO : Epoch 1929 | loss: 0.0311746 | val_loss: 0.0311746 | Time: 1718.35 ms [2021-09-30 06:28:58 main:581] : INFO : Epoch 1930 | loss: 0.0311756 | val_loss: 0.0311792 | Time: 1681.42 ms [2021-09-30 06:29:00 main:581] : INFO : Epoch 1931 | loss: 0.031177 | val_loss: 0.0311724 | Time: 1706.15 ms [2021-09-30 06:29:02 main:581] : INFO : Epoch 1932 | loss: 0.0311787 | val_loss: 0.0311768 | Time: 1729.44 ms [2021-09-30 06:29:03 main:581] : INFO : Epoch 1933 | loss: 0.031175 | val_loss: 0.0311743 | Time: 1702.92 ms [2021-09-30 06:29:05 main:581] : INFO : Epoch 1934 | loss: 0.0311751 | val_loss: 0.0311722 | Time: 1718.95 ms [2021-09-30 06:29:07 main:581] : INFO : Epoch 1935 | loss: 0.031175 | val_loss: 0.0311728 | Time: 1727.96 ms [2021-09-30 06:29:08 main:581] : INFO : Epoch 1936 | loss: 0.0311734 | val_loss: 0.0311729 | Time: 1723.23 ms [2021-09-30 06:29:10 main:581] : INFO : Epoch 1937 | loss: 0.0311737 | val_loss: 0.0311733 | Time: 1716.94 ms [2021-09-30 06:29:12 main:581] : INFO : Epoch 1938 | loss: 0.0311738 | val_loss: 0.031174 | Time: 1718.42 ms [2021-09-30 06:29:14 main:581] : INFO : Epoch 1939 | loss: 0.0311757 | val_loss: 0.0311727 | Time: 1701.12 ms [2021-09-30 06:29:15 main:581] : INFO : Epoch 1940 | loss: 0.0311742 | val_loss: 0.0311744 | Time: 1751.51 ms [2021-09-30 06:29:17 main:581] : INFO : Epoch 1941 | loss: 0.0311737 | val_loss: 0.0311736 | Time: 1735.63 ms [2021-09-30 06:29:19 main:581] : INFO : Epoch 1942 | loss: 0.031174 | val_loss: 0.0311741 | Time: 1720.8 ms [2021-09-30 06:29:20 main:581] : INFO : Epoch 1943 | loss: 0.0311734 | val_loss: 0.0311747 | Time: 1716.92 ms [2021-09-30 06:29:22 main:581] : INFO : Epoch 1944 | loss: 0.0311743 | val_loss: 0.0311732 | Time: 1721.44 ms [2021-09-30 06:29:24 main:581] : INFO : Epoch 1945 | loss: 0.0311783 | val_loss: 0.0311749 | Time: 1721.27 ms [2021-09-30 06:29:26 main:581] : INFO : Epoch 1946 | loss: 0.0311753 | val_loss: 0.0311742 | Time: 1737.42 ms [2021-09-30 06:29:27 main:581] : INFO : Epoch 1947 | loss: 0.031174 | val_loss: 0.0311763 | Time: 1728.33 ms [2021-09-30 06:29:29 main:581] : INFO : Epoch 1948 | loss: 0.031175 | val_loss: 0.0311731 | Time: 1732.36 ms [2021-09-30 06:29:31 main:581] : INFO : Epoch 1949 | loss: 0.0311732 | val_loss: 0.0311735 | Time: 1723.85 ms [2021-09-30 06:29:33 main:581] : INFO : Epoch 1950 | loss: 0.0311738 | val_loss: 0.0311728 | Time: 1724.23 ms [2021-09-30 06:29:34 main:581] : INFO : Epoch 1951 | loss: 0.0311749 | val_loss: 0.031175 | Time: 1696.9 ms [2021-09-30 06:29:36 main:581] : INFO : Epoch 1952 | loss: 0.0311737 | val_loss: 0.0311719 | Time: 1716.32 ms [2021-09-30 06:29:38 main:581] : INFO : Epoch 1953 | loss: 0.0311731 | val_loss: 0.0311727 | Time: 1643.92 ms [2021-09-30 06:29:39 main:581] : INFO : Epoch 1954 | loss: 0.0311727 | val_loss: 0.031173 | Time: 1641.07 ms [2021-09-30 06:29:41 main:581] : INFO : Epoch 1955 | loss: 0.0311737 | val_loss: 0.0311726 | Time: 1720.35 ms [2021-09-30 06:29:43 main:581] : INFO : Epoch 1956 | loss: 0.0311733 | val_loss: 0.0311729 | Time: 1720.5 ms [2021-09-30 06:29:44 main:581] : INFO : Epoch 1957 | loss: 0.031173 | val_loss: 0.0311731 | Time: 1717.52 ms [2021-09-30 06:29:46 main:581] : INFO : Epoch 1958 | loss: 0.0311724 | val_loss: 0.0311729 | Time: 1704.61 ms [2021-09-30 06:29:48 main:581] : INFO : Epoch 1959 | loss: 0.0311732 | val_loss: 0.0311728 | Time: 1741.54 ms [2021-09-30 06:29:50 main:581] : INFO : Epoch 1960 | loss: 0.0311727 | val_loss: 0.0311726 | Time: 1717.99 ms [2021-09-30 06:29:51 main:581] : INFO : Epoch 1961 | loss: 0.0311726 | val_loss: 0.0311728 | Time: 1731.98 ms [2021-09-30 06:29:53 main:581] : INFO : Epoch 1962 | loss: 0.031173 | val_loss: 0.0311725 | Time: 1704.6 ms [2021-09-30 06:29:55 main:581] : INFO : Epoch 1963 | loss: 0.0311722 | val_loss: 0.0311771 | Time: 1734.94 ms [2021-09-30 06:29:56 main:581] : INFO : Epoch 1964 | loss: 0.0311729 | val_loss: 0.0311727 | Time: 1716.29 ms [2021-09-30 06:29:58 main:581] : INFO : Epoch 1965 | loss: 0.0311732 | val_loss: 0.0311724 | Time: 1698.5 ms [2021-09-30 06:30:00 main:581] : INFO : Epoch 1966 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 1705.24 ms [2021-09-30 06:30:02 main:581] : INFO : Epoch 1967 | loss: 0.0311729 | val_loss: 0.0311744 | Time: 1719.31 ms [2021-09-30 06:30:03 main:581] : INFO : Epoch 1968 | loss: 0.031173 | val_loss: 0.0311727 | Time: 1707.4 ms [2021-09-30 06:30:05 main:581] : INFO : Epoch 1969 | loss: 0.0311727 | val_loss: 0.0311724 | Time: 1728.61 ms [2021-09-30 06:30:07 main:581] : INFO : Epoch 1970 | loss: 0.031174 | val_loss: 0.0311721 | Time: 1728.1 ms [2021-09-30 06:30:08 main:581] : INFO : Epoch 1971 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 1702.71 ms [2021-09-30 06:30:10 main:581] : INFO : Epoch 1972 | loss: 0.0311742 | val_loss: 0.0311774 | Time: 1729.06 ms [2021-09-30 06:30:12 main:581] : INFO : Epoch 1973 | loss: 0.0311738 | val_loss: 0.0311737 | Time: 1734.04 ms [2021-09-30 06:30:14 main:581] : INFO : Epoch 1974 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 1704.2 ms [2021-09-30 06:30:15 main:581] : INFO : Epoch 1975 | loss: 0.0311718 | val_loss: 0.0311737 | Time: 1706.45 ms [2021-09-30 06:30:17 main:581] : INFO : Epoch 1976 | loss: 0.0311725 | val_loss: 0.0311728 | Time: 1710.19 ms [2021-09-30 06:30:19 main:581] : INFO : Epoch 1977 | loss: 0.031172 | val_loss: 0.0311751 | Time: 1699.76 ms [2021-09-30 06:30:20 main:581] : INFO : Epoch 1978 | loss: 0.0311721 | val_loss: 0.0311727 | Time: 1730.44 ms [2021-09-30 06:30:22 main:581] : INFO : Epoch 1979 | loss: 0.0311715 | val_loss: 0.0311727 | Time: 1694.85 ms [2021-09-30 06:30:24 main:581] : INFO : Epoch 1980 | loss: 0.0311715 | val_loss: 0.0311727 | Time: 1709.23 ms [2021-09-30 06:30:26 main:581] : INFO : Epoch 1981 | loss: 0.0311727 | val_loss: 0.0311751 | Time: 1735.55 ms [2021-09-30 06:30:27 main:581] : INFO : Epoch 1982 | loss: 0.0311781 | val_loss: 0.031177 | Time: 1698.59 ms [2021-09-30 06:30:29 main:581] : INFO : Epoch 1983 | loss: 0.0311772 | val_loss: 0.0311761 | Time: 1713.87 ms [2021-09-30 06:30:31 main:581] : INFO : Epoch 1984 | loss: 0.0311761 | val_loss: 0.0311765 | Time: 1733.66 ms [2021-09-30 06:30:32 main:581] : INFO : Epoch 1985 | loss: 0.0311768 | val_loss: 0.0311748 | Time: 1689.39 ms [2021-09-30 06:30:34 main:581] : INFO : Epoch 1986 | loss: 0.0311762 | val_loss: 0.0311761 | Time: 1735.99 ms [2021-09-30 06:30:36 main:581] : INFO : Epoch 1987 | loss: 0.0311768 | val_loss: 0.0311767 | Time: 1725.32 ms [2021-09-30 06:30:38 main:581] : INFO : Epoch 1988 | loss: 0.0311759 | val_loss: 0.0311751 | Time: 1724.1 ms [2021-09-30 06:30:39 main:581] : INFO : Epoch 1989 | loss: 0.0311747 | val_loss: 0.0311772 | Time: 1731.32 ms [2021-09-30 06:30:41 main:581] : INFO : Epoch 1990 | loss: 0.0311751 | val_loss: 0.0311751 | Time: 1728.06 ms [2021-09-30 06:30:43 main:581] : INFO : Epoch 1991 | loss: 0.0311746 | val_loss: 0.0311747 | Time: 1665.47 ms [2021-09-30 06:30:44 main:581] : INFO : Epoch 1992 | loss: 0.031174 | val_loss: 0.0311756 | Time: 1672.94 ms [2021-09-30 06:30:46 main:581] : INFO : Epoch 1993 | loss: 0.0311743 | val_loss: 0.0311759 | Time: 1724.12 ms [2021-09-30 06:30:48 main:581] : INFO : Epoch 1994 | loss: 0.0311741 | val_loss: 0.0311803 | Time: 1717.23 ms [2021-09-30 06:30:50 main:581] : INFO : Epoch 1995 | loss: 0.0311746 | val_loss: 0.0311753 | Time: 1729.09 ms [2021-09-30 06:30:51 main:581] : INFO : Epoch 1996 | loss: 0.0311737 | val_loss: 0.0311747 | Time: 1708.02 ms [2021-09-30 06:30:53 main:581] : INFO : Epoch 1997 | loss: 0.0311748 | val_loss: 0.031175 | Time: 1708.96 ms [2021-09-30 06:30:55 main:581] : INFO : Epoch 1998 | loss: 0.0311739 | val_loss: 0.0311749 | Time: 1707.62 ms [2021-09-30 06:30:56 main:581] : INFO : Epoch 1999 | loss: 0.0311749 | val_loss: 0.0311749 | Time: 1722.85 ms [2021-09-30 06:30:58 main:581] : INFO : Epoch 2000 | loss: 0.0311736 | val_loss: 0.0311756 | Time: 1715.66 ms [2021-09-30 06:31:00 main:581] : INFO : Epoch 2001 | loss: 0.0311737 | val_loss: 0.0311757 | Time: 1721.04 ms [2021-09-30 06:31:02 main:581] : INFO : Epoch 2002 | loss: 0.031174 | val_loss: 0.0311771 | Time: 1729.61 ms [2021-09-30 06:31:03 main:581] : INFO : Epoch 2003 | loss: 0.0311734 | val_loss: 0.0311756 | Time: 1702.77 ms [2021-09-30 06:31:05 main:581] : INFO : Epoch 2004 | loss: 0.0311752 | val_loss: 0.0311815 | Time: 1730.31 ms [2021-09-30 06:31:07 main:581] : INFO : Epoch 2005 | loss: 0.0311761 | val_loss: 0.0311746 | Time: 1720.34 ms [2021-09-30 06:31:09 main:581] : INFO : Epoch 2006 | loss: 0.0311788 | val_loss: 0.0311828 | Time: 1720.17 ms [2021-09-30 06:31:10 main:581] : INFO : Epoch 2007 | loss: 0.0311749 | val_loss: 0.0311748 | Time: 1704.15 ms [2021-09-30 06:31:12 main:581] : INFO : Epoch 2008 | loss: 0.0311741 | val_loss: 0.0311762 | Time: 1715.72 ms [2021-09-30 06:31:14 main:581] : INFO : Epoch 2009 | loss: 0.0311725 | val_loss: 0.0311748 | Time: 1717.71 ms [2021-09-30 06:31:15 main:581] : INFO : Epoch 2010 | loss: 0.0311751 | val_loss: 0.0311754 | Time: 1724.77 ms [2021-09-30 06:31:17 main:581] : INFO : Epoch 2011 | loss: 0.0311746 | val_loss: 0.0311759 | Time: 1698.98 ms [2021-09-30 06:31:19 main:581] : INFO : Epoch 2012 | loss: 0.031173 | val_loss: 0.0311763 | Time: 1729.93 ms [2021-09-30 06:31:21 main:581] : INFO : Epoch 2013 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 1718.79 ms [2021-09-30 06:31:22 main:581] : INFO : Epoch 2014 | loss: 0.0311753 | val_loss: 0.0311742 | Time: 1708.15 ms [2021-09-30 06:31:24 main:581] : INFO : Epoch 2015 | loss: 0.0311798 | val_loss: 0.0311837 | Time: 1722.34 ms [2021-09-30 06:31:26 main:581] : INFO : Epoch 2016 | loss: 0.0311886 | val_loss: 0.0311874 | Time: 1736.54 ms [2021-09-30 06:31:27 main:581] : INFO : Epoch 2017 | loss: 0.0311849 | val_loss: 0.0311772 | Time: 1722.78 ms [2021-09-30 06:31:29 main:581] : INFO : Epoch 2018 | loss: 0.0311767 | val_loss: 0.0311748 | Time: 1724.29 ms [2021-09-30 06:31:31 main:581] : INFO : Epoch 2019 | loss: 0.0311759 | val_loss: 0.031175 | Time: 1709.15 ms [2021-09-30 06:31:33 main:581] : INFO : Epoch 2020 | loss: 0.0311762 | val_loss: 0.0311755 | Time: 1704.37 ms [2021-09-30 06:31:34 main:581] : INFO : Epoch 2021 | loss: 0.0311752 | val_loss: 0.0311766 | Time: 1731.98 ms [2021-09-30 06:31:36 main:581] : INFO : Epoch 2022 | loss: 0.0311769 | val_loss: 0.0311748 | Time: 1721.71 ms [2021-09-30 06:31:38 main:581] : INFO : Epoch 2023 | loss: 0.0311757 | val_loss: 0.0311754 | Time: 1698.1 ms [2021-09-30 06:31:39 main:581] : INFO : Epoch 2024 | loss: 0.0311764 | val_loss: 0.0311757 | Time: 1716.09 ms [2021-09-30 06:31:41 main:581] : INFO : Epoch 2025 | loss: 0.0311761 | val_loss: 0.0311742 | Time: 1746.39 ms [2021-09-30 06:31:43 main:581] : INFO : Epoch 2026 | loss: 0.0311743 | val_loss: 0.0311746 | Time: 1716.04 ms [2021-09-30 06:31:45 main:581] : INFO : Epoch 2027 | loss: 0.0311738 | val_loss: 0.0311739 | Time: 1714.31 ms [2021-09-30 06:31:46 main:581] : INFO : Epoch 2028 | loss: 0.0311747 | val_loss: 0.0311743 | Time: 1712.02 ms [2021-09-30 06:31:48 main:581] : INFO : Epoch 2029 | loss: 0.0311749 | val_loss: 0.0311738 | Time: 1707.51 ms [2021-09-30 06:31:50 main:581] : INFO : Epoch 2030 | loss: 0.0311749 | val_loss: 0.0311742 | Time: 1718.98 ms [2021-09-30 06:31:51 main:581] : INFO : Epoch 2031 | loss: 0.0311739 | val_loss: 0.0311739 | Time: 1703.81 ms [2021-09-30 06:31:53 main:581] : INFO : Epoch 2032 | loss: 0.031174 | val_loss: 0.0311749 | Time: 1732.51 ms [2021-09-30 06:31:55 main:581] : INFO : Epoch 2033 | loss: 0.0311742 | val_loss: 0.0311747 | Time: 1711.69 ms [2021-09-30 06:31:57 main:581] : INFO : Epoch 2034 | loss: 0.0311739 | val_loss: 0.0311737 | Time: 1714.32 ms [2021-09-30 06:31:58 main:581] : INFO : Epoch 2035 | loss: 0.031174 | val_loss: 0.0311746 | Time: 1713.75 ms [2021-09-30 06:32:00 main:581] : INFO : Epoch 2036 | loss: 0.031175 | val_loss: 0.0311744 | Time: 1711.41 ms [2021-09-30 06:32:02 main:581] : INFO : Epoch 2037 | loss: 0.0311746 | val_loss: 0.0311742 | Time: 1709.31 ms [2021-09-30 06:32:03 main:581] : INFO : Epoch 2038 | loss: 0.0311742 | val_loss: 0.0311751 | Time: 1742.86 ms [2021-09-30 06:32:05 main:581] : INFO : Epoch 2039 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 1722.23 ms [2021-09-30 06:32:07 main:581] : INFO : Epoch 2040 | loss: 0.031178 | val_loss: 0.0311747 | Time: 1705.37 ms [2021-09-30 06:32:09 main:581] : INFO : Epoch 2041 | loss: 0.0311751 | val_loss: 0.0311749 | Time: 1714.64 ms [2021-09-30 06:32:10 main:581] : INFO : Epoch 2042 | loss: 0.0311763 | val_loss: 0.0311747 | Time: 1742.3 ms [2021-09-30 06:32:12 main:581] : INFO : Epoch 2043 | loss: 0.0311754 | val_loss: 0.0311756 | Time: 1718.35 ms [2021-09-30 06:32:14 main:581] : INFO : Epoch 2044 | loss: 0.0311734 | val_loss: 0.0311756 | Time: 1724.06 ms [2021-09-30 06:32:16 main:581] : INFO : Epoch 2045 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 1726.68 ms [2021-09-30 06:32:17 main:581] : INFO : Epoch 2046 | loss: 0.0311744 | val_loss: 0.0311743 | Time: 1689.02 ms [2021-09-30 06:32:19 main:581] : INFO : Epoch 2047 | loss: 0.0311734 | val_loss: 0.0311752 | Time: 1717.24 ms [2021-09-30 06:32:21 main:581] : INFO : Epoch 2048 | loss: 0.0311736 | val_loss: 0.0311747 | Time: 1727.13 ms [2021-09-30 06:32:21 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311747 [2021-09-30 06:32:21 main:610] : INFO : Saving end state to config to file [2021-09-30 06:32:21 main:615] : INFO : Success, exiting.. 06:32:21 (1184679): 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)