Task 7692254
| Name | ParityModified-1631734467-32643-1_3 |
| Workunit | 5159011 |
| Created | 29 Sep 2021, 8:17:40 UTC |
| Sent | 29 Sep 2021, 10:23:08 UTC |
| Report deadline | 6 Oct 2021, 10:23:08 UTC |
| Received | 29 Sep 2021, 23:59:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 59 min 28 sec |
| CPU time | 59 min 23 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> | Time: 1735.27 ms [2021-09-29 18:43:20 main:581] : INFO : Epoch 1538 | loss: 0.0311811 | val_loss: 0.0311877 | Time: 1738.34 ms [2021-09-29 18:43:22 main:581] : INFO : Epoch 1539 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 1744.26 ms [2021-09-29 18:43:24 main:581] : INFO : Epoch 1540 | loss: 0.0311755 | val_loss: 0.031182 | Time: 1737.27 ms [2021-09-29 18:43:26 main:581] : INFO : Epoch 1541 | loss: 0.0311753 | val_loss: 0.0311809 | Time: 1723.6 ms [2021-09-29 18:43:27 main:581] : INFO : Epoch 1542 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 1727.9 ms [2021-09-29 18:43:29 main:581] : INFO : Epoch 1543 | loss: 0.0311753 | val_loss: 0.0311793 | Time: 1727.22 ms [2021-09-29 18:43:31 main:581] : INFO : Epoch 1544 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 1736.88 ms [2021-09-29 18:43:32 main:581] : INFO : Epoch 1545 | loss: 0.0311732 | val_loss: 0.031183 | Time: 1743.85 ms [2021-09-29 18:43:34 main:581] : INFO : Epoch 1546 | loss: 0.0311727 | val_loss: 0.0311802 | Time: 1724.45 ms [2021-09-29 18:43:36 main:581] : INFO : Epoch 1547 | loss: 0.0311722 | val_loss: 0.0311817 | Time: 1744.07 ms [2021-09-29 18:43:38 main:581] : INFO : Epoch 1548 | loss: 0.0311785 | val_loss: 0.0311909 | Time: 1742.39 ms [2021-09-29 18:43:39 main:581] : INFO : Epoch 1549 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 1736.3 ms [2021-09-29 18:43:41 main:581] : INFO : Epoch 1550 | loss: 0.0311724 | val_loss: 0.0311812 | Time: 1730.61 ms [2021-09-29 18:43:43 main:581] : INFO : Epoch 1551 | loss: 0.0311717 | val_loss: 0.0311832 | Time: 1740 ms [2021-09-29 18:43:45 main:581] : INFO : Epoch 1552 | loss: 0.031172 | val_loss: 0.0311876 | Time: 1748.23 ms [2021-09-29 18:43:46 main:581] : INFO : Epoch 1553 | loss: 0.0311746 | val_loss: 0.0311826 | Time: 1737.24 ms [2021-09-29 18:43:48 main:581] : INFO : Epoch 1554 | loss: 0.0311713 | val_loss: 0.0311817 | Time: 1746.75 ms [2021-09-29 18:43:50 main:581] : INFO : Epoch 1555 | loss: 0.0311726 | val_loss: 0.031182 | Time: 1741.2 ms [2021-09-29 18:43:52 main:581] : INFO : Epoch 1556 | loss: 0.0311722 | val_loss: 0.0311825 | Time: 1744.51 ms [2021-09-29 18:43:53 main:581] : INFO : Epoch 1557 | loss: 0.0311709 | val_loss: 0.0311846 | Time: 1733.92 ms [2021-09-29 18:43:55 main:581] : INFO : Epoch 1558 | loss: 0.0311735 | val_loss: 0.0311867 | Time: 1741.03 ms [2021-09-29 18:43:57 main:581] : INFO : Epoch 1559 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 1726.37 ms [2021-09-29 18:43:59 main:581] : INFO : Epoch 1560 | loss: 0.0311719 | val_loss: 0.0311838 | Time: 1745.67 ms [2021-09-29 18:44:00 main:581] : INFO : Epoch 1561 | loss: 0.0311714 | val_loss: 0.0311813 | Time: 1729.95 ms [2021-09-29 18:44:02 main:581] : INFO : Epoch 1562 | loss: 0.0311712 | val_loss: 0.0311843 | Time: 1741.56 ms [2021-09-29 18:44:04 main:581] : INFO : Epoch 1563 | loss: 0.0311714 | val_loss: 0.0311841 | Time: 1754.25 ms [2021-09-29 18:44:05 main:581] : INFO : Epoch 1564 | loss: 0.0311707 | val_loss: 0.0311826 | Time: 1717.88 ms [2021-09-29 18:44:07 main:581] : INFO : Epoch 1565 | loss: 0.0311697 | val_loss: 0.031184 | Time: 1733.29 ms [2021-09-29 18:44:09 main:581] : INFO : Epoch 1566 | loss: 0.0311717 | val_loss: 0.0311827 | Time: 1747.25 ms [2021-09-29 18:44:11 main:581] : INFO : Epoch 1567 | loss: 0.0311725 | val_loss: 0.0311825 | Time: 1753.81 ms [2021-09-29 18:44:12 main:581] : INFO : Epoch 1568 | loss: 0.0311713 | val_loss: 0.0311871 | Time: 1739.73 ms [2021-09-29 18:44:14 main:581] : INFO : Epoch 1569 | loss: 0.0311707 | val_loss: 0.0311834 | Time: 1731.24 ms [2021-09-29 18:44:16 main:581] : INFO : Epoch 1570 | loss: 0.0311705 | val_loss: 0.0311822 | Time: 1726.01 ms [2021-09-29 18:44:18 main:581] : INFO : Epoch 1571 | loss: 0.0311765 | val_loss: 0.0311894 | Time: 1744.2 ms [2021-09-29 18:44:19 main:581] : INFO : Epoch 1572 | loss: 0.031176 | val_loss: 0.0311837 | Time: 1754.23 ms [2021-09-29 18:44:21 main:581] : INFO : Epoch 1573 | loss: 0.0311719 | val_loss: 0.0311834 | Time: 1741.04 ms [2021-09-29 18:44:23 main:581] : INFO : Epoch 1574 | loss: 0.0311711 | val_loss: 0.0311854 | Time: 1738.57 ms [2021-09-29 18:44:25 main:581] : INFO : Epoch 1575 | loss: 0.0311755 | val_loss: 0.0311857 | Time: 1716 ms [2021-09-29 18:44:26 main:581] : INFO : Epoch 1576 | loss: 0.0311752 | val_loss: 0.0311809 | Time: 1711.54 ms [2021-09-29 18:44:28 main:581] : INFO : Epoch 1577 | loss: 0.0311716 | val_loss: 0.0311817 | Time: 1750.01 ms [2021-09-29 18:44:30 main:581] : INFO : Epoch 1578 | loss: 0.0311708 | val_loss: 0.0311826 | Time: 1758.21 ms [2021-09-29 18:44:32 main:581] : INFO : Epoch 1579 | loss: 0.0311728 | val_loss: 0.0311822 | Time: 1750.99 ms [2021-09-29 18:44:33 main:581] : INFO : Epoch 1580 | loss: 0.0311719 | val_loss: 0.0311811 | Time: 1750.92 ms [2021-09-29 18:44:35 main:581] : INFO : Epoch 1581 | loss: 0.0311711 | val_loss: 0.0311833 | Time: 1734.74 ms [2021-09-29 18:44:37 main:581] : INFO : Epoch 1582 | loss: 0.0311712 | val_loss: 0.0311828 | Time: 1725.49 ms [2021-09-29 18:44:39 main:581] : INFO : Epoch 1583 | loss: 0.0311704 | val_loss: 0.031183 | Time: 1747.15 ms [2021-09-29 18:44:40 main:581] : INFO : Epoch 1584 | loss: 0.0311743 | val_loss: 0.0311831 | Time: 1717.92 ms [2021-09-29 18:44:42 main:581] : INFO : Epoch 1585 | loss: 0.0311736 | val_loss: 0.0311806 | Time: 1716.21 ms [2021-09-29 18:44:44 main:581] : INFO : Epoch 1586 | loss: 0.0311727 | val_loss: 0.0311885 | Time: 1764.68 ms [2021-09-29 18:44:45 main:581] : INFO : Epoch 1587 | loss: 0.0311736 | val_loss: 0.0311819 | Time: 1721.05 ms [2021-09-29 18:44:47 main:581] : INFO : Epoch 1588 | loss: 0.0311711 | val_loss: 0.0311826 | Time: 1746.62 ms [2021-09-29 18:44:49 main:581] : INFO : Epoch 1589 | loss: 0.0311756 | val_loss: 0.0311849 | Time: 1740.47 ms [2021-09-29 18:44:51 main:581] : INFO : Epoch 1590 | loss: 0.0311845 | val_loss: 0.0311874 | Time: 1730.08 ms [2021-09-29 18:44:52 main:581] : INFO : Epoch 1591 | loss: 0.0311811 | val_loss: 0.031187 | Time: 1738.69 ms [2021-09-29 18:44:54 main:581] : INFO : Epoch 1592 | loss: 0.0311746 | val_loss: 0.0311858 | Time: 1748.84 ms [2021-09-29 18:44:56 main:581] : INFO : Epoch 1593 | loss: 0.0311728 | val_loss: 0.0311836 | Time: 1741.09 ms [2021-09-29 18:44:58 main:581] : INFO : Epoch 1594 | loss: 0.0311703 | val_loss: 0.0311821 | Time: 1739.78 ms [2021-09-29 18:44:59 main:581] : INFO : Epoch 1595 | loss: 0.0311701 | val_loss: 0.0311801 | Time: 1748.94 ms [2021-09-29 18:45:01 main:581] : INFO : Epoch 1596 | loss: 0.031169 | val_loss: 0.0311832 | Time: 1740.62 ms [2021-09-29 18:45:03 main:581] : INFO : Epoch 1597 | loss: 0.0311706 | val_loss: 0.0311879 | Time: 1749.79 ms [2021-09-29 18:45:05 main:581] : INFO : Epoch 1598 | loss: 0.0311708 | val_loss: 0.0311912 | Time: 1743.03 ms [2021-09-29 18:45:06 main:581] : INFO : Epoch 1599 | loss: 0.0311749 | val_loss: 0.0311823 | Time: 1736.75 ms [2021-09-29 18:45:08 main:581] : INFO : Epoch 1600 | loss: 0.0311703 | val_loss: 0.0311813 | Time: 1739.92 ms [2021-09-29 18:45:10 main:581] : INFO : Epoch 1601 | loss: 0.0311744 | val_loss: 0.03118 | Time: 1745.65 ms [2021-09-29 18:45:12 main:581] : INFO : Epoch 1602 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 1731.88 ms [2021-09-29 18:45:13 main:581] : INFO : Epoch 1603 | loss: 0.031172 | val_loss: 0.031186 | Time: 1722.67 ms [2021-09-29 18:45:15 main:581] : INFO : Epoch 1604 | loss: 0.0311725 | val_loss: 0.0311842 | Time: 1749.97 ms [2021-09-29 18:45:17 main:581] : INFO : Epoch 1605 | loss: 0.031174 | val_loss: 0.0311848 | Time: 1728.51 ms [2021-09-29 18:45:19 main:581] : INFO : Epoch 1606 | loss: 0.0311708 | val_loss: 0.0311809 | Time: 1735.92 ms [2021-09-29 18:45:20 main:581] : INFO : Epoch 1607 | loss: 0.0311689 | val_loss: 0.0311832 | Time: 1734.39 ms [2021-09-29 18:45:22 main:581] : INFO : Epoch 1608 | loss: 0.0311687 | val_loss: 0.0311841 | Time: 1734.31 ms [2021-09-29 18:45:24 main:581] : INFO : Epoch 1609 | loss: 0.031169 | val_loss: 0.0311816 | Time: 1740.64 ms [2021-09-29 18:45:25 main:581] : INFO : Epoch 1610 | loss: 0.0311677 | val_loss: 0.0311842 | Time: 1732.78 ms [2021-09-29 18:45:27 main:581] : INFO : Epoch 1611 | loss: 0.0311678 | val_loss: 0.0311812 | Time: 1749.32 ms [2021-09-29 18:45:29 main:581] : INFO : Epoch 1612 | loss: 0.03117 | val_loss: 0.0311843 | Time: 1733.81 ms [2021-09-29 18:45:31 main:581] : INFO : Epoch 1613 | loss: 0.0311938 | val_loss: 0.0311966 | Time: 1751.21 ms [2021-09-29 18:45:32 main:581] : INFO : Epoch 1614 | loss: 0.0311934 | val_loss: 0.0311875 | Time: 1746.72 ms [2021-09-29 18:45:34 main:581] : INFO : Epoch 1615 | loss: 0.0311886 | val_loss: 0.0311859 | Time: 1738.56 ms [2021-09-29 18:45:36 main:581] : INFO : Epoch 1616 | loss: 0.0311854 | val_loss: 0.0311813 | Time: 1741.69 ms [2021-09-29 18:45:38 main:581] : INFO : Epoch 1617 | loss: 0.0311829 | val_loss: 0.0311841 | Time: 1746.71 ms [2021-09-29 18:45:39 main:581] : INFO : Epoch 1618 | loss: 0.0311823 | val_loss: 0.031185 | Time: 1745.37 ms [2021-09-29 18:45:41 main:581] : INFO : Epoch 1619 | loss: 0.031181 | val_loss: 0.0311823 | Time: 1748.44 ms [2021-09-29 18:45:43 main:581] : INFO : Epoch 1620 | loss: 0.031179 | val_loss: 0.0311799 | Time: 1732.32 ms [2021-09-29 18:45:45 main:581] : INFO : Epoch 1621 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 1745.12 ms [2021-09-29 18:45:46 main:581] : INFO : Epoch 1622 | loss: 0.0311797 | val_loss: 0.03118 | Time: 1735.87 ms [2021-09-29 18:45:48 main:581] : INFO : Epoch 1623 | loss: 0.0311781 | val_loss: 0.0311812 | Time: 1757.51 ms [2021-09-29 18:45:50 main:581] : INFO : Epoch 1624 | loss: 0.0311769 | val_loss: 0.031186 | Time: 1723.09 ms [2021-09-29 18:45:52 main:581] : INFO : Epoch 1625 | loss: 0.0311774 | val_loss: 0.0311785 | Time: 1744.57 ms [2021-09-29 18:45:53 main:581] : INFO : Epoch 1626 | loss: 0.0311754 | val_loss: 0.0311807 | Time: 1740.62 ms [2021-09-29 18:45:55 main:581] : INFO : Epoch 1627 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 1745.93 ms [2021-09-29 18:45:57 main:581] : INFO : Epoch 1628 | loss: 0.0311765 | val_loss: 0.0311787 | Time: 1752.62 ms [2021-09-29 18:45:59 main:581] : INFO : Epoch 1629 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 1740.33 ms [2021-09-29 18:46:00 main:581] : INFO : Epoch 1630 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 1753.43 ms [2021-09-29 18:46:02 main:581] : INFO : Epoch 1631 | loss: 0.0311744 | val_loss: 0.0311789 | Time: 1751.77 ms [2021-09-29 18:46:04 main:581] : INFO : Epoch 1632 | loss: 0.0311754 | val_loss: 0.0311796 | Time: 1740.02 ms [2021-09-29 18:46:06 main:581] : INFO : Epoch 1633 | loss: 0.031175 | val_loss: 0.0311796 | Time: 1739.1 ms [2021-09-29 18:46:07 main:581] : INFO : Epoch 1634 | loss: 0.0311729 | val_loss: 0.0311797 | Time: 1749.77 ms [2021-09-29 18:46:09 main:581] : INFO : Epoch 1635 | loss: 0.0311729 | val_loss: 0.0311792 | Time: 1722.95 ms [2021-09-29 18:46:11 main:581] : INFO : Epoch 1636 | loss: 0.031173 | val_loss: 0.0311798 | Time: 1754.03 ms [2021-09-29 18:46:13 main:581] : INFO : Epoch 1637 | loss: 0.0311724 | val_loss: 0.0311794 | Time: 1743.13 ms [2021-09-29 18:46:14 main:581] : INFO : Epoch 1638 | loss: 0.0311724 | val_loss: 0.0311794 | Time: 1753.76 ms [2021-09-29 18:46:16 main:581] : INFO : Epoch 1639 | loss: 0.0311717 | val_loss: 0.03118 | Time: 1730.65 ms [2021-09-29 18:46:18 main:581] : INFO : Epoch 1640 | loss: 0.0311719 | val_loss: 0.0311818 | Time: 1741.01 ms [2021-09-29 18:46:20 main:581] : INFO : Epoch 1641 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 1750.76 ms [2021-09-29 18:46:21 main:581] : INFO : Epoch 1642 | loss: 0.0311721 | val_loss: 0.0311784 | Time: 1736.61 ms [2021-09-29 18:46:23 main:581] : INFO : Epoch 1643 | loss: 0.0311722 | val_loss: 0.0311816 | Time: 1747.82 ms [2021-09-29 18:46:25 main:581] : INFO : Epoch 1644 | loss: 0.0311711 | val_loss: 0.0311799 | Time: 1720.5 ms [2021-09-29 18:46:26 main:581] : INFO : Epoch 1645 | loss: 0.03117 | val_loss: 0.0311802 | Time: 1723.98 ms [2021-09-29 18:46:28 main:581] : INFO : Epoch 1646 | loss: 0.031171 | val_loss: 0.0311821 | Time: 1737.36 ms [2021-09-29 18:46:30 main:581] : INFO : Epoch 1647 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 1726.51 ms [2021-09-29 18:46:32 main:581] : INFO : Epoch 1648 | loss: 0.0311702 | val_loss: 0.0311794 | Time: 1729.53 ms [2021-09-29 18:46:33 main:581] : INFO : Epoch 1649 | loss: 0.0311711 | val_loss: 0.0311792 | Time: 1760.45 ms [2021-09-29 18:46:35 main:581] : INFO : Epoch 1650 | loss: 0.0311719 | val_loss: 0.0311803 | Time: 1733.18 ms [2021-09-29 18:46:37 main:581] : INFO : Epoch 1651 | loss: 0.0311725 | val_loss: 0.0311805 | Time: 1742.53 ms [2021-09-29 18:46:39 main:581] : INFO : Epoch 1652 | loss: 0.03117 | val_loss: 0.0311813 | Time: 1744.92 ms [2021-09-29 18:46:40 main:581] : INFO : Epoch 1653 | loss: 0.0311693 | val_loss: 0.0311808 | Time: 1724.68 ms [2021-09-29 18:46:42 main:581] : INFO : Epoch 1654 | loss: 0.0311695 | val_loss: 0.0311817 | Time: 1742.16 ms [2021-09-29 18:46:44 main:581] : INFO : Epoch 1655 | loss: 0.0311688 | val_loss: 0.0311792 | Time: 1755.37 ms [2021-09-29 18:46:46 main:581] : INFO : Epoch 1656 | loss: 0.0311685 | val_loss: 0.03118 | Time: 1733.34 ms [2021-09-29 18:46:47 main:581] : INFO : Epoch 1657 | loss: 0.0311682 | val_loss: 0.031181 | Time: 1738.49 ms [2021-09-29 18:46:49 main:581] : INFO : Epoch 1658 | loss: 0.0311682 | val_loss: 0.0311799 | Time: 1746.52 ms [2021-09-29 18:46:51 main:581] : INFO : Epoch 1659 | loss: 0.0311673 | val_loss: 0.0311824 | Time: 1743.23 ms [2021-09-29 18:46:53 main:581] : INFO : Epoch 1660 | loss: 0.0311678 | val_loss: 0.031181 | Time: 1740.44 ms [2021-09-29 18:46:54 main:581] : INFO : Epoch 1661 | loss: 0.0311699 | val_loss: 0.0311885 | Time: 1746.89 ms [2021-09-29 18:46:56 main:581] : INFO : Epoch 1662 | loss: 0.0311677 | val_loss: 0.0311807 | Time: 1738.1 ms [2021-09-29 18:46:58 main:581] : INFO : Epoch 1663 | loss: 0.0311668 | val_loss: 0.0311796 | Time: 1762.22 ms [2021-09-29 18:47:00 main:581] : INFO : Epoch 1664 | loss: 0.0311676 | val_loss: 0.0311852 | Time: 1733.89 ms [2021-09-29 18:47:01 main:581] : INFO : Epoch 1665 | loss: 0.0311679 | val_loss: 0.0311819 | Time: 1727.01 ms [2021-09-29 18:47:03 main:581] : INFO : Epoch 1666 | loss: 0.0311683 | val_loss: 0.0311819 | Time: 1758.52 ms [2021-09-29 18:47:05 main:581] : INFO : Epoch 1667 | loss: 0.031166 | val_loss: 0.031181 | Time: 1742.87 ms [2021-09-29 18:47:07 main:581] : INFO : Epoch 1668 | loss: 0.0311675 | val_loss: 0.0311815 | Time: 1730.28 ms [2021-09-29 18:47:08 main:581] : INFO : Epoch 1669 | loss: 0.0311677 | val_loss: 0.0311847 | Time: 1754.37 ms [2021-09-29 18:47:10 main:581] : INFO : Epoch 1670 | loss: 0.0311694 | val_loss: 0.0311857 | Time: 1742.61 ms [2021-09-29 18:47:12 main:581] : INFO : Epoch 1671 | loss: 0.0311658 | val_loss: 0.0311823 | Time: 1736.22 ms [2021-09-29 18:47:13 main:581] : INFO : Epoch 1672 | loss: 0.0311711 | val_loss: 0.0311851 | Time: 1744.43 ms [2021-09-29 18:47:15 main:581] : INFO : Epoch 1673 | loss: 0.0311684 | val_loss: 0.031183 | Time: 1748.05 ms [2021-09-29 18:47:17 main:581] : INFO : Epoch 1674 | loss: 0.0311672 | val_loss: 0.0311789 | Time: 1742 ms [2021-09-29 18:47:19 main:581] : INFO : Epoch 1675 | loss: 0.0311664 | val_loss: 0.0311813 | Time: 1748.36 ms [2021-09-29 18:47:20 main:581] : INFO : Epoch 1676 | loss: 0.0311657 | val_loss: 0.0311815 | Time: 1745.54 ms [2021-09-29 18:47:22 main:581] : INFO : Epoch 1677 | loss: 0.0311642 | val_loss: 0.0311812 | Time: 1751 ms [2021-09-29 18:47:24 main:581] : INFO : Epoch 1678 | loss: 0.0311633 | val_loss: 0.0311808 | Time: 1745.45 ms [2021-09-29 18:47:26 main:581] : INFO : Epoch 1679 | loss: 0.0311632 | val_loss: 0.0311861 | Time: 1740.56 ms [2021-09-29 18:47:27 main:581] : INFO : Epoch 1680 | loss: 0.0311651 | val_loss: 0.0311865 | Time: 1739.42 ms [2021-09-29 18:47:29 main:581] : INFO : Epoch 1681 | loss: 0.0311632 | val_loss: 0.0311831 | Time: 1746.54 ms [2021-09-29 18:47:31 main:581] : INFO : Epoch 1682 | loss: 0.031164 | val_loss: 0.0311871 | Time: 1710.2 ms [2021-09-29 18:47:33 main:581] : INFO : Epoch 1683 | loss: 0.031165 | val_loss: 0.0311868 | Time: 1696.09 ms [2021-09-29 18:47:34 main:581] : INFO : Epoch 1684 | loss: 0.031165 | val_loss: 0.0311851 | Time: 1684.94 ms [2021-09-29 18:47:36 main:581] : INFO : Epoch 1685 | loss: 0.0311643 | val_loss: 0.0311851 | Time: 1747.47 ms [2021-09-29 18:47:38 main:581] : INFO : Epoch 1686 | loss: 0.0311648 | val_loss: 0.031184 | Time: 1733.64 ms [2021-09-29 18:47:40 main:581] : INFO : Epoch 1687 | loss: 0.0311687 | val_loss: 0.0311858 | Time: 1730.45 ms [2021-09-29 18:47:41 main:581] : INFO : Epoch 1688 | loss: 0.0311657 | val_loss: 0.0311827 | Time: 1749.26 ms [2021-09-29 18:47:43 main:581] : INFO : Epoch 1689 | loss: 0.0311674 | val_loss: 0.031186 | Time: 1711.68 ms [2021-09-29 18:47:45 main:581] : INFO : Epoch 1690 | loss: 0.0311767 | val_loss: 0.0311945 | Time: 1732.16 ms [2021-09-29 18:47:46 main:581] : INFO : Epoch 1691 | loss: 0.0311756 | val_loss: 0.0311896 | Time: 1739.89 ms [2021-09-29 18:47:48 main:581] : INFO : Epoch 1692 | loss: 0.0311715 | val_loss: 0.0311863 | Time: 1746.76 ms [2021-09-29 18:47:50 main:581] : INFO : Epoch 1693 | loss: 0.0311667 | val_loss: 0.0311832 | Time: 1741.3 ms [2021-09-29 18:47:52 main:581] : INFO : Epoch 1694 | loss: 0.031165 | val_loss: 0.0311832 | Time: 1741.66 ms [2021-09-29 18:47:53 main:581] : INFO : Epoch 1695 | loss: 0.0311663 | val_loss: 0.0311814 | Time: 1749.74 ms [2021-09-29 18:47:55 main:581] : INFO : Epoch 1696 | loss: 0.0311646 | val_loss: 0.0311849 | Time: 1741.35 ms [2021-09-29 18:47:57 main:581] : INFO : Epoch 1697 | loss: 0.0311622 | val_loss: 0.0311846 | Time: 1743.81 ms [2021-09-29 18:47:59 main:581] : INFO : Epoch 1698 | loss: 0.0311653 | val_loss: 0.0311833 | Time: 1722.01 ms [2021-09-29 18:48:00 main:581] : INFO : Epoch 1699 | loss: 0.0311649 | val_loss: 0.0311831 | Time: 1721.72 ms [2021-09-29 18:48:02 main:581] : INFO : Epoch 1700 | loss: 0.0311642 | val_loss: 0.0311827 | Time: 1730.86 ms [2021-09-29 18:48:04 main:581] : INFO : Epoch 1701 | loss: 0.0311649 | val_loss: 0.0311856 | Time: 1731.23 ms [2021-09-29 18:48:06 main:581] : INFO : Epoch 1702 | loss: 0.0311628 | val_loss: 0.0311825 | Time: 1744.78 ms [2021-09-29 18:48:07 main:581] : INFO : Epoch 1703 | loss: 0.0311621 | val_loss: 0.0311836 | Time: 1726.78 ms [2021-09-29 18:48:09 main:581] : INFO : Epoch 1704 | loss: 0.0311607 | val_loss: 0.0311847 | Time: 1734.53 ms [2021-09-29 18:48:11 main:581] : INFO : Epoch 1705 | loss: 0.031162 | val_loss: 0.0311912 | Time: 1732.66 ms [2021-09-29 18:48:12 main:581] : INFO : Epoch 1706 | loss: 0.031168 | val_loss: 0.031184 | Time: 1729.62 ms [2021-09-29 18:48:14 main:581] : INFO : Epoch 1707 | loss: 0.0311686 | val_loss: 0.0311814 | Time: 1733.52 ms [2021-09-29 18:48:16 main:581] : INFO : Epoch 1708 | loss: 0.0311634 | val_loss: 0.0311843 | Time: 1743.69 ms [2021-09-29 18:48:18 main:581] : INFO : Epoch 1709 | loss: 0.0311662 | val_loss: 0.0311812 | Time: 1746.68 ms [2021-09-29 18:48:19 main:581] : INFO : Epoch 1710 | loss: 0.0311667 | val_loss: 0.0311833 | Time: 1741.76 ms [2021-09-29 18:48:21 main:581] : INFO : Epoch 1711 | loss: 0.0311657 | val_loss: 0.0311867 | Time: 1737.87 ms [2021-09-29 18:48:23 main:581] : INFO : Epoch 1712 | loss: 0.0311655 | val_loss: 0.0311852 | Time: 1747.38 ms [2021-09-29 18:48:25 main:581] : INFO : Epoch 1713 | loss: 0.031165 | val_loss: 0.0311845 | Time: 1732.26 ms [2021-09-29 18:48:26 main:581] : INFO : Epoch 1714 | loss: 0.0311657 | val_loss: 0.0311829 | Time: 1738.88 ms [2021-09-29 18:48:28 main:581] : INFO : Epoch 1715 | loss: 0.0311634 | val_loss: 0.0311847 | Time: 1737.8 ms [2021-09-29 18:48:30 main:581] : INFO : Epoch 1716 | loss: 0.0311606 | val_loss: 0.031182 | Time: 1749.32 ms [2021-09-29 18:48:32 main:581] : INFO : Epoch 1717 | loss: 0.0311603 | val_loss: 0.0311918 | Time: 1743.65 ms [2021-09-29 18:48:33 main:581] : INFO : Epoch 1718 | loss: 0.0311616 | val_loss: 0.0311876 | Time: 1737.72 ms [2021-09-29 18:48:35 main:581] : INFO : Epoch 1719 | loss: 0.0311618 | val_loss: 0.0311843 | Time: 1714.26 ms [2021-09-29 18:48:37 main:581] : INFO : Epoch 1720 | loss: 0.031162 | val_loss: 0.0311876 | Time: 1723.34 ms [2021-09-29 18:48:39 main:581] : INFO : Epoch 1721 | loss: 0.0311618 | val_loss: 0.0311867 | Time: 1732.59 ms [2021-09-29 18:48:40 main:581] : INFO : Epoch 1722 | loss: 0.031168 | val_loss: 0.0311807 | Time: 1733.01 ms [2021-09-29 18:48:42 main:581] : INFO : Epoch 1723 | loss: 0.0311686 | val_loss: 0.031181 | Time: 1735.5 ms [2021-09-29 18:48:44 main:581] : INFO : Epoch 1724 | loss: 0.0311659 | val_loss: 0.0311869 | Time: 1736.89 ms [2021-09-29 18:48:45 main:581] : INFO : Epoch 1725 | loss: 0.031164 | val_loss: 0.0311845 | Time: 1729.98 ms [2021-09-29 18:48:47 main:581] : INFO : Epoch 1726 | loss: 0.0311606 | val_loss: 0.0311836 | Time: 1740.44 ms [2021-09-29 18:48:49 main:581] : INFO : Epoch 1727 | loss: 0.0311608 | val_loss: 0.0311854 | Time: 1732.42 ms [2021-09-29 18:48:51 main:581] : INFO : Epoch 1728 | loss: 0.0311635 | val_loss: 0.0311882 | Time: 1743.09 ms [2021-09-29 18:48:52 main:581] : INFO : Epoch 1729 | loss: 0.0311608 | val_loss: 0.0311868 | Time: 1744.6 ms [2021-09-29 18:48:54 main:581] : INFO : Epoch 1730 | loss: 0.0311602 | val_loss: 0.031185 | Time: 1725.02 ms [2021-09-29 18:48:56 main:581] : INFO : Epoch 1731 | loss: 0.0311597 | val_loss: 0.0311894 | Time: 1746.55 ms [2021-09-29 18:48:58 main:581] : INFO : Epoch 1732 | loss: 0.031161 | val_loss: 0.0311833 | Time: 1742.9 ms [2021-09-29 18:48:59 main:581] : INFO : Epoch 1733 | loss: 0.0311615 | val_loss: 0.031185 | Time: 1735.65 ms [2021-09-29 18:49:01 main:581] : INFO : Epoch 1734 | loss: 0.0311593 | val_loss: 0.0311827 | Time: 1754.88 ms [2021-09-29 18:49:03 main:581] : INFO : Epoch 1735 | loss: 0.0311659 | val_loss: 0.031183 | Time: 1740.95 ms [2021-09-29 18:49:05 main:581] : INFO : Epoch 1736 | loss: 0.0311651 | val_loss: 0.0311823 | Time: 1740.6 ms [2021-09-29 18:49:06 main:581] : INFO : Epoch 1737 | loss: 0.0311639 | val_loss: 0.0311841 | Time: 1754.03 ms [2021-09-29 18:49:08 main:581] : INFO : Epoch 1738 | loss: 0.0311678 | val_loss: 0.0311851 | Time: 1746.17 ms [2021-09-29 18:49:10 main:581] : INFO : Epoch 1739 | loss: 0.0311695 | val_loss: 0.0311873 | Time: 1737.93 ms [2021-09-29 18:49:12 main:581] : INFO : Epoch 1740 | loss: 0.0311671 | val_loss: 0.0311823 | Time: 1741.25 ms [2021-09-29 18:49:13 main:581] : INFO : Epoch 1741 | loss: 0.0311647 | val_loss: 0.0311899 | Time: 1727.77 ms [2021-09-29 18:49:15 main:581] : INFO : Epoch 1742 | loss: 0.0311966 | val_loss: 0.0312017 | Time: 1749.85 ms [2021-09-29 18:49:17 main:581] : INFO : Epoch 1743 | loss: 0.0312025 | val_loss: 0.031194 | Time: 1749.84 ms [2021-09-29 18:49:19 main:581] : INFO : Epoch 1744 | loss: 0.0311936 | val_loss: 0.0311901 | Time: 1725.99 ms [2021-09-29 18:49:20 main:581] : INFO : Epoch 1745 | loss: 0.0311887 | val_loss: 0.0311846 | Time: 1749.44 ms [2021-09-29 18:49:22 main:581] : INFO : Epoch 1746 | loss: 0.0311859 | val_loss: 0.0311833 | Time: 1749.9 ms [2021-09-29 18:49:24 main:581] : INFO : Epoch 1747 | loss: 0.0311833 | val_loss: 0.0311815 | Time: 1742.49 ms [2021-09-29 18:49:26 main:581] : INFO : Epoch 1748 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 1729.84 ms [2021-09-29 18:49:27 main:581] : INFO : Epoch 1749 | loss: 0.0311847 | val_loss: 0.0311815 | Time: 1754.82 ms [2021-09-29 18:49:29 main:581] : INFO : Epoch 1750 | loss: 0.0311821 | val_loss: 0.0311817 | Time: 1762.45 ms [2021-09-29 18:49:31 main:581] : INFO : Epoch 1751 | loss: 0.0311817 | val_loss: 0.0311797 | Time: 1760.3 ms [2021-09-29 18:49:33 main:581] : INFO : Epoch 1752 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 1752.16 ms [2021-09-29 18:49:34 main:581] : INFO : Epoch 1753 | loss: 0.0311791 | val_loss: 0.03118 | Time: 1728.68 ms [2021-09-29 18:49:36 main:581] : INFO : Epoch 1754 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 1736.77 ms [2021-09-29 18:49:38 main:581] : INFO : Epoch 1755 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 1741.04 ms [2021-09-29 18:49:40 main:581] : INFO : Epoch 1756 | loss: 0.0311786 | val_loss: 0.0311782 | Time: 1733.58 ms [2021-09-29 18:49:41 main:581] : INFO : Epoch 1757 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 1736.64 ms [2021-09-29 18:49:43 main:581] : INFO : Epoch 1758 | loss: 0.0311777 | val_loss: 0.0311822 | Time: 1757.33 ms [2021-09-29 18:49:45 main:581] : INFO : Epoch 1759 | loss: 0.0311829 | val_loss: 0.0311905 | Time: 1742.18 ms [2021-09-29 18:49:47 main:581] : INFO : Epoch 1760 | loss: 0.0311821 | val_loss: 0.0311818 | Time: 1750.1 ms [2021-09-29 18:49:48 main:581] : INFO : Epoch 1761 | loss: 0.0311789 | val_loss: 0.0311782 | Time: 1757.48 ms [2021-09-29 18:49:50 main:581] : INFO : Epoch 1762 | loss: 0.031177 | val_loss: 0.0311773 | Time: 1734.59 ms [2021-09-29 18:49:52 main:581] : INFO : Epoch 1763 | loss: 0.031178 | val_loss: 0.0311787 | Time: 1747.5 ms [2021-09-29 18:49:53 main:581] : INFO : Epoch 1764 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 1734.2 ms [2021-09-29 18:49:55 main:581] : INFO : Epoch 1765 | loss: 0.0311764 | val_loss: 0.0311769 | Time: 1735.8 ms [2021-09-29 18:49:57 main:581] : INFO : Epoch 1766 | loss: 0.0311747 | val_loss: 0.0311807 | Time: 1729.31 ms [2021-09-29 18:49:59 main:581] : INFO : Epoch 1767 | loss: 0.0311782 | val_loss: 0.0311873 | Time: 1741.78 ms [2021-09-29 18:50:00 main:581] : INFO : Epoch 1768 | loss: 0.0311773 | val_loss: 0.0311794 | Time: 1737.32 ms [2021-09-29 18:50:02 main:581] : INFO : Epoch 1769 | loss: 0.031175 | val_loss: 0.0311768 | Time: 1732.72 ms [2021-09-29 18:50:04 main:581] : INFO : Epoch 1770 | loss: 0.0311742 | val_loss: 0.0311764 | Time: 1734.92 ms [2021-09-29 18:50:06 main:581] : INFO : Epoch 1771 | loss: 0.0311738 | val_loss: 0.0311765 | Time: 1741.74 ms [2021-09-29 18:50:07 main:581] : INFO : Epoch 1772 | loss: 0.0311733 | val_loss: 0.0311777 | Time: 1729.99 ms [2021-09-29 18:50:09 main:581] : INFO : Epoch 1773 | loss: 0.0311742 | val_loss: 0.031177 | Time: 1742.44 ms [2021-09-29 18:50:11 main:581] : INFO : Epoch 1774 | loss: 0.0311731 | val_loss: 0.0311766 | Time: 1733.58 ms [2021-09-29 18:50:13 main:581] : INFO : Epoch 1775 | loss: 0.0311722 | val_loss: 0.0311768 | Time: 1740.39 ms [2021-09-29 18:50:14 main:581] : INFO : Epoch 1776 | loss: 0.0311716 | val_loss: 0.0311764 | Time: 1751.98 ms [2021-09-29 18:50:16 main:581] : INFO : Epoch 1777 | loss: 0.0311719 | val_loss: 0.0311755 | Time: 1753.93 ms [2021-09-29 18:50:18 main:581] : INFO : Epoch 1778 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 1741.02 ms [2021-09-29 18:50:20 main:581] : INFO : Epoch 1779 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 1745.64 ms [2021-09-29 18:50:21 main:581] : INFO : Epoch 1780 | loss: 0.031171 | val_loss: 0.0311785 | Time: 1739.35 ms [2021-09-29 18:50:23 main:581] : INFO : Epoch 1781 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 1731.77 ms [2021-09-29 18:50:25 main:581] : INFO : Epoch 1782 | loss: 0.0311711 | val_loss: 0.0311753 | Time: 1744 ms [2021-09-29 18:50:27 main:581] : INFO : Epoch 1783 | loss: 0.0311723 | val_loss: 0.0311747 | Time: 1735.66 ms [2021-09-29 18:50:28 main:581] : INFO : Epoch 1784 | loss: 0.0311716 | val_loss: 0.0311792 | Time: 1747.93 ms [2021-09-29 18:50:30 main:581] : INFO : Epoch 1785 | loss: 0.0311721 | val_loss: 0.0311749 | Time: 1745.02 ms [2021-09-29 18:50:32 main:581] : INFO : Epoch 1786 | loss: 0.0311702 | val_loss: 0.0311762 | Time: 1734.55 ms [2021-09-29 18:50:34 main:581] : INFO : Epoch 1787 | loss: 0.0311704 | val_loss: 0.0311761 | Time: 1741.65 ms [2021-09-29 18:50:35 main:581] : INFO : Epoch 1788 | loss: 0.0311698 | val_loss: 0.0311747 | Time: 1748.81 ms [2021-09-29 18:50:37 main:581] : INFO : Epoch 1789 | loss: 0.031169 | val_loss: 0.0311779 | Time: 1726.9 ms [2021-09-29 18:50:39 main:581] : INFO : Epoch 1790 | loss: 0.0311695 | val_loss: 0.0311734 | Time: 1724.14 ms [2021-09-29 18:50:40 main:581] : INFO : Epoch 1791 | loss: 0.03117 | val_loss: 0.0311755 | Time: 1749.4 ms [2021-09-29 18:50:42 main:581] : INFO : Epoch 1792 | loss: 0.0311721 | val_loss: 0.031174 | Time: 1738.3 ms [2021-09-29 18:50:44 main:581] : INFO : Epoch 1793 | loss: 0.0311717 | val_loss: 0.031174 | Time: 1751.95 ms [2021-09-29 18:50:46 main:581] : INFO : Epoch 1794 | loss: 0.0311677 | val_loss: 0.0311726 | Time: 1748.31 ms [2021-09-29 18:50:47 main:581] : INFO : Epoch 1795 | loss: 0.031168 | val_loss: 0.0311737 | Time: 1736.19 ms [2021-09-29 18:50:49 main:581] : INFO : Epoch 1796 | loss: 0.0311705 | val_loss: 0.0311743 | Time: 1735.94 ms [2021-09-29 18:50:51 main:581] : INFO : Epoch 1797 | loss: 0.0311686 | val_loss: 0.0311725 | Time: 1747.96 ms [2021-09-29 18:50:53 main:581] : INFO : Epoch 1798 | loss: 0.031167 | val_loss: 0.0311722 | Time: 1744.12 ms [2021-09-29 18:50:54 main:581] : INFO : Epoch 1799 | loss: 0.0311668 | val_loss: 0.0311738 | Time: 1740.24 ms [2021-09-29 18:50:56 main:581] : INFO : Epoch 1800 | loss: 0.031168 | val_loss: 0.0311712 | Time: 1747.97 ms [2021-09-29 18:50:58 main:581] : INFO : Epoch 1801 | loss: 0.031168 | val_loss: 0.0311715 | Time: 1750.38 ms [2021-09-29 18:51:00 main:581] : INFO : Epoch 1802 | loss: 0.0311669 | val_loss: 0.0311729 | Time: 1740.78 ms [2021-09-29 18:51:01 main:581] : INFO : Epoch 1803 | loss: 0.0311657 | val_loss: 0.0311724 | Time: 1742.44 ms [2021-09-29 18:51:03 main:581] : INFO : Epoch 1804 | loss: 0.0311663 | val_loss: 0.0311714 | Time: 1740.18 ms [2021-09-29 18:51:05 main:581] : INFO : Epoch 1805 | loss: 0.0311657 | val_loss: 0.031174 | Time: 1740.87 ms [2021-09-29 18:51:07 main:581] : INFO : Epoch 1806 | loss: 0.0311678 | val_loss: 0.0311715 | Time: 1740.13 ms [2021-09-29 18:51:08 main:581] : INFO : Epoch 1807 | loss: 0.0311653 | val_loss: 0.0311718 | Time: 1727.81 ms [2021-09-29 18:51:10 main:581] : INFO : Epoch 1808 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 1743.81 ms [2021-09-29 18:51:12 main:581] : INFO : Epoch 1809 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 1761.55 ms [2021-09-29 18:51:14 main:581] : INFO : Epoch 1810 | loss: 0.031169 | val_loss: 0.0311742 | Time: 1746.21 ms [2021-09-29 18:51:15 main:581] : INFO : Epoch 1811 | loss: 0.0311696 | val_loss: 0.0311784 | Time: 1750.27 ms [2021-09-29 18:51:17 main:581] : INFO : Epoch 1812 | loss: 0.0311673 | val_loss: 0.0311725 | Time: 1754.48 ms [2021-09-29 18:51:19 main:581] : INFO : Epoch 1813 | loss: 0.0311657 | val_loss: 0.0311722 | Time: 1750.66 ms [2021-09-29 18:51:21 main:581] : INFO : Epoch 1814 | loss: 0.0311677 | val_loss: 0.0311741 | Time: 1741.17 ms [2021-09-29 18:51:22 main:581] : INFO : Epoch 1815 | loss: 0.0311671 | val_loss: 0.0311713 | Time: 1741.36 ms [2021-09-29 18:51:24 main:581] : INFO : Epoch 1816 | loss: 0.0311664 | val_loss: 0.0311735 | Time: 1735.32 ms [2021-09-29 18:51:26 main:581] : INFO : Epoch 1817 | loss: 0.0311705 | val_loss: 0.0311753 | Time: 1730.78 ms [2021-09-29 18:51:28 main:581] : INFO : Epoch 1818 | loss: 0.0311689 | val_loss: 0.0311794 | Time: 1728.6 ms [2021-09-29 18:51:29 main:581] : INFO : Epoch 1819 | loss: 0.0311671 | val_loss: 0.0311731 | Time: 1747.36 ms [2021-09-29 18:51:31 main:581] : INFO : Epoch 1820 | loss: 0.0311651 | val_loss: 0.031172 | Time: 1738.04 ms [2021-09-29 18:51:33 main:581] : INFO : Epoch 1821 | loss: 0.0311639 | val_loss: 0.0311738 | Time: 1743.79 ms [2021-09-29 18:51:35 main:581] : INFO : Epoch 1822 | loss: 0.0311629 | val_loss: 0.0311729 | Time: 1735.17 ms [2021-09-29 18:51:36 main:581] : INFO : Epoch 1823 | loss: 0.0311626 | val_loss: 0.0311785 | Time: 1745.43 ms [2021-09-29 18:51:38 main:581] : INFO : Epoch 1824 | loss: 0.0311653 | val_loss: 0.0311726 | Time: 1745.65 ms [2021-09-29 18:51:40 main:581] : INFO : Epoch 1825 | loss: 0.0311632 | val_loss: 0.0311738 | Time: 1743.58 ms [2021-09-29 18:51:41 main:581] : INFO : Epoch 1826 | loss: 0.0311652 | val_loss: 0.0311766 | Time: 1741.95 ms [2021-09-29 18:51:43 main:581] : INFO : Epoch 1827 | loss: 0.0311631 | val_loss: 0.0311719 | Time: 1747.31 ms [2021-09-29 18:51:45 main:581] : INFO : Epoch 1828 | loss: 0.031163 | val_loss: 0.0311738 | Time: 1735.48 ms [2021-09-29 18:51:47 main:581] : INFO : Epoch 1829 | loss: 0.0311648 | val_loss: 0.0311775 | Time: 1733.02 ms [2021-09-29 18:51:48 main:581] : INFO : Epoch 1830 | loss: 0.031164 | val_loss: 0.0311753 | Time: 1738.9 ms [2021-09-29 18:51:50 main:581] : INFO : Epoch 1831 | loss: 0.0311684 | val_loss: 0.0311783 | Time: 1727.59 ms [2021-09-29 18:51:52 main:581] : INFO : Epoch 1832 | loss: 0.0311685 | val_loss: 0.0311746 | Time: 1747.5 ms [2021-09-29 18:51:54 main:581] : INFO : Epoch 1833 | loss: 0.0311653 | val_loss: 0.0311756 | Time: 1745.51 ms [2021-09-29 18:51:55 main:581] : INFO : Epoch 1834 | loss: 0.0311637 | val_loss: 0.031177 | Time: 1744.67 ms [2021-09-29 18:51:57 main:581] : INFO : Epoch 1835 | loss: 0.0311644 | val_loss: 0.0311722 | Time: 1748.72 ms [2021-09-29 18:51:59 main:581] : INFO : Epoch 1836 | loss: 0.0311627 | val_loss: 0.0311745 | Time: 1729.16 ms [2021-09-29 18:52:01 main:581] : INFO : Epoch 1837 | loss: 0.0311638 | val_loss: 0.0311749 | Time: 1725.57 ms [2021-09-29 18:52:02 main:581] : INFO : Epoch 1838 | loss: 0.0311632 | val_loss: 0.0311747 | Time: 1756.46 ms [2021-09-29 18:52:04 main:581] : INFO : Epoch 1839 | loss: 0.0311625 | val_loss: 0.0311729 | Time: 1730.4 ms [2021-09-29 18:52:06 main:581] : INFO : Epoch 1840 | loss: 0.0311632 | val_loss: 0.0311759 | Time: 1726.6 ms [2021-09-29 18:52:08 main:581] : INFO : Epoch 1841 | loss: 0.0311618 | val_loss: 0.0311732 | Time: 1752.59 ms [2021-09-29 18:52:09 main:581] : INFO : Epoch 1842 | loss: 0.0311651 | val_loss: 0.0311766 | Time: 1728.91 ms [2021-09-29 18:52:11 main:581] : INFO : Epoch 1843 | loss: 0.0311693 | val_loss: 0.031175 | Time: 1755.92 ms [2021-09-29 18:52:13 main:581] : INFO : Epoch 1844 | loss: 0.0311643 | val_loss: 0.0311747 | Time: 1737.24 ms [2021-09-29 18:52:15 main:581] : INFO : Epoch 1845 | loss: 0.0311602 | val_loss: 0.0311766 | Time: 1738.16 ms [2021-09-29 18:52:16 main:581] : INFO : Epoch 1846 | loss: 0.0311612 | val_loss: 0.0311742 | Time: 1731.43 ms [2021-09-29 18:52:18 main:581] : INFO : Epoch 1847 | loss: 0.0311611 | val_loss: 0.0311752 | Time: 1751.05 ms [2021-09-29 18:52:20 main:581] : INFO : Epoch 1848 | loss: 0.0311604 | val_loss: 0.0311754 | Time: 1747.69 ms [2021-09-29 18:52:22 main:581] : INFO : Epoch 1849 | loss: 0.031159 | val_loss: 0.0311746 | Time: 1740.12 ms [2021-09-29 18:52:23 main:581] : INFO : Epoch 1850 | loss: 0.0311597 | val_loss: 0.0311753 | Time: 1720 ms [2021-09-29 18:52:25 main:581] : INFO : Epoch 1851 | loss: 0.0311594 | val_loss: 0.0311785 | Time: 1739.23 ms [2021-09-29 18:52:27 main:581] : INFO : Epoch 1852 | loss: 0.0311611 | val_loss: 0.031178 | Time: 1739.64 ms [2021-09-29 18:52:28 main:581] : INFO : Epoch 1853 | loss: 0.0311624 | val_loss: 0.0311761 | Time: 1752.97 ms [2021-09-29 18:52:30 main:581] : INFO : Epoch 1854 | loss: 0.0311607 | val_loss: 0.0311744 | Time: 1737.67 ms [2021-09-29 18:52:32 main:581] : INFO : Epoch 1855 | loss: 0.0311607 | val_loss: 0.0311751 | Time: 1742.57 ms [2021-09-29 18:52:34 main:581] : INFO : Epoch 1856 | loss: 0.0311602 | val_loss: 0.0311745 | Time: 1741.42 ms [2021-09-29 18:52:35 main:581] : INFO : Epoch 1857 | loss: 0.0311607 | val_loss: 0.0311743 | Time: 1744.63 ms [2021-09-29 18:52:37 main:581] : INFO : Epoch 1858 | loss: 0.0311607 | val_loss: 0.0311722 | Time: 1736.68 ms [2021-09-29 18:52:39 main:581] : INFO : Epoch 1859 | loss: 0.0311615 | val_loss: 0.0311775 | Time: 1718.85 ms [2021-09-29 18:52:41 main:581] : INFO : Epoch 1860 | loss: 0.0311605 | val_loss: 0.0311747 | Time: 1730.94 ms [2021-09-29 18:52:42 main:581] : INFO : Epoch 1861 | loss: 0.0311601 | val_loss: 0.0311736 | Time: 1748.78 ms [2021-09-29 18:52:44 main:581] : INFO : Epoch 1862 | loss: 0.0311575 | val_loss: 0.0311733 | Time: 1744.23 ms [2021-09-29 18:52:46 main:581] : INFO : Epoch 1863 | loss: 0.031157 | val_loss: 0.031172 | Time: 1722 ms [2021-09-29 18:52:48 main:581] : INFO : Epoch 1864 | loss: 0.0311585 | val_loss: 0.0311737 | Time: 1743.11 ms [2021-09-29 18:52:49 main:581] : INFO : Epoch 1865 | loss: 0.0311573 | val_loss: 0.0311741 | Time: 1740.55 ms [2021-09-29 18:52:51 main:581] : INFO : Epoch 1866 | loss: 0.0311576 | val_loss: 0.0311727 | Time: 1738.72 ms [2021-09-29 18:52:53 main:581] : INFO : Epoch 1867 | loss: 0.0311608 | val_loss: 0.0311789 | Time: 1737.29 ms [2021-09-29 18:52:55 main:581] : INFO : Epoch 1868 | loss: 0.0311612 | val_loss: 0.0311891 | Time: 1739.3 ms [2021-09-29 18:52:56 main:581] : INFO : Epoch 1869 | loss: 0.0311606 | val_loss: 0.0311727 | Time: 1725.49 ms [2021-09-29 18:52:58 main:581] : INFO : Epoch 1870 | loss: 0.0311548 | val_loss: 0.0311753 | Time: 1726.36 ms [2021-09-29 18:53:00 main:581] : INFO : Epoch 1871 | loss: 0.0311564 | val_loss: 0.0311794 | Time: 1740.57 ms [2021-09-29 18:53:01 main:581] : INFO : Epoch 1872 | loss: 0.0311559 | val_loss: 0.0311746 | Time: 1725 ms [2021-09-29 18:53:03 main:581] : INFO : Epoch 1873 | loss: 0.0311557 | val_loss: 0.031174 | Time: 1726.83 ms [2021-09-29 18:53:05 main:581] : INFO : Epoch 1874 | loss: 0.0311567 | val_loss: 0.0311766 | Time: 1745.88 ms [2021-09-29 18:53:07 main:581] : INFO : Epoch 1875 | loss: 0.0311587 | val_loss: 0.0311741 | Time: 1724.05 ms [2021-09-29 18:53:08 main:581] : INFO : Epoch 1876 | loss: 0.0311581 | val_loss: 0.0311736 | Time: 1743.75 ms [2021-09-29 18:53:10 main:581] : INFO : Epoch 1877 | loss: 0.0311663 | val_loss: 0.031177 | Time: 1728.65 ms [2021-09-29 18:53:12 main:581] : INFO : Epoch 1878 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 1728.63 ms [2021-09-29 18:53:14 main:581] : INFO : Epoch 1879 | loss: 0.0311623 | val_loss: 0.0311729 | Time: 1732.47 ms [2021-09-29 18:53:15 main:581] : INFO : Epoch 1880 | loss: 0.0311599 | val_loss: 0.0311711 | Time: 1734.86 ms [2021-09-29 18:53:17 main:581] : INFO : Epoch 1881 | loss: 0.0311592 | val_loss: 0.0311722 | Time: 1724.03 ms [2021-09-29 18:53:19 main:581] : INFO : Epoch 1882 | loss: 0.0311616 | val_loss: 0.0311792 | Time: 1748.06 ms [2021-09-29 18:53:21 main:581] : INFO : Epoch 1883 | loss: 0.0311585 | val_loss: 0.0311741 | Time: 1742.54 ms [2021-09-29 18:53:22 main:581] : INFO : Epoch 1884 | loss: 0.0311552 | val_loss: 0.0311755 | Time: 1737.8 ms [2021-09-29 18:53:24 main:581] : INFO : Epoch 1885 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 1742.27 ms [2021-09-29 18:53:26 main:581] : INFO : Epoch 1886 | loss: 0.0311634 | val_loss: 0.0311739 | Time: 1756.83 ms [2021-09-29 18:53:28 main:581] : INFO : Epoch 1887 | loss: 0.031157 | val_loss: 0.0311717 | Time: 1747.46 ms [2021-09-29 18:53:29 main:581] : INFO : Epoch 1888 | loss: 0.031159 | val_loss: 0.0311791 | Time: 1731.86 ms [2021-09-29 18:53:31 main:581] : INFO : Epoch 1889 | loss: 0.031158 | val_loss: 0.0311713 | Time: 1735.96 ms [2021-09-29 18:53:33 main:581] : INFO : Epoch 1890 | loss: 0.0311551 | val_loss: 0.0311722 | Time: 1727.45 ms [2021-09-29 18:53:34 main:581] : INFO : Epoch 1891 | loss: 0.0311554 | val_loss: 0.031174 | Time: 1732.23 ms [2021-09-29 18:53:36 main:581] : INFO : Epoch 1892 | loss: 0.03116 | val_loss: 0.0311776 | Time: 1747.43 ms [2021-09-29 18:53:38 main:581] : INFO : Epoch 1893 | loss: 0.031166 | val_loss: 0.0311738 | Time: 1721.23 ms [2021-09-29 18:53:40 main:581] : INFO : Epoch 1894 | loss: 0.0311617 | val_loss: 0.0311765 | Time: 1737.3 ms [2021-09-29 18:53:41 main:581] : INFO : Epoch 1895 | loss: 0.0311642 | val_loss: 0.0311717 | Time: 1750.46 ms [2021-09-29 18:53:43 main:581] : INFO : Epoch 1896 | loss: 0.0311598 | val_loss: 0.0311722 | Time: 1742.37 ms [2021-09-29 18:53:45 main:581] : INFO : Epoch 1897 | loss: 0.0311595 | val_loss: 0.0311709 | Time: 1746.88 ms [2021-09-29 18:53:47 main:581] : INFO : Epoch 1898 | loss: 0.0311569 | val_loss: 0.0311731 | Time: 1739.95 ms [2021-09-29 18:53:48 main:581] : INFO : Epoch 1899 | loss: 0.0311588 | val_loss: 0.0311759 | Time: 1754.55 ms [2021-09-29 18:53:50 main:581] : INFO : Epoch 1900 | loss: 0.0311577 | val_loss: 0.0311755 | Time: 1745.73 ms [2021-09-29 18:53:52 main:581] : INFO : Epoch 1901 | loss: 0.0311551 | val_loss: 0.0311713 | Time: 1744.87 ms [2021-09-29 18:53:54 main:581] : INFO : Epoch 1902 | loss: 0.031154 | val_loss: 0.0311736 | Time: 1726.01 ms [2021-09-29 18:53:55 main:581] : INFO : Epoch 1903 | loss: 0.031155 | val_loss: 0.031177 | Time: 1744.74 ms [2021-09-29 18:53:57 main:581] : INFO : Epoch 1904 | loss: 0.0311547 | val_loss: 0.0312187 | Time: 1746.76 ms [2021-09-29 18:53:59 main:581] : INFO : Epoch 1905 | loss: 0.0319735 | val_loss: 0.0328219 | Time: 1737.8 ms [2021-09-29 18:54:01 main:581] : INFO : Epoch 1906 | loss: 0.034588 | val_loss: 0.0321275 | Time: 1739.41 ms [2021-09-29 18:54:02 main:581] : INFO : Epoch 1907 | loss: 0.0327427 | val_loss: 0.0315072 | Time: 1730.01 ms [2021-09-29 18:54:04 main:581] : INFO : Epoch 1908 | loss: 0.0314416 | val_loss: 0.0313157 | Time: 1732.37 ms [2021-09-29 18:54:06 main:581] : INFO : Epoch 1909 | loss: 0.0312825 | val_loss: 0.0312607 | Time: 1749.02 ms [2021-09-29 18:54:08 main:581] : INFO : Epoch 1910 | loss: 0.0312579 | val_loss: 0.0312548 | Time: 1727.19 ms [2021-09-29 18:54:09 main:581] : INFO : Epoch 1911 | loss: 0.0312537 | val_loss: 0.0312529 | Time: 1717.14 ms [2021-09-29 18:54:11 main:581] : INFO : Epoch 1912 | loss: 0.0312522 | val_loss: 0.0312511 | Time: 1742.68 ms [2021-09-29 18:54:13 main:581] : INFO : Epoch 1913 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1727.84 ms [2021-09-29 18:54:14 main:581] : INFO : Epoch 1914 | loss: 0.03125 | val_loss: 0.0312489 | Time: 1731.49 ms [2021-09-29 18:54:16 main:581] : INFO : Epoch 1915 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 1732.43 ms [2021-09-29 18:54:18 main:581] : INFO : Epoch 1916 | loss: 0.0312481 | val_loss: 0.0312466 | Time: 1726.94 ms [2021-09-29 18:54:20 main:581] : INFO : Epoch 1917 | loss: 0.0312468 | val_loss: 0.0312463 | Time: 1708.48 ms [2021-09-29 18:54:21 main:581] : INFO : Epoch 1918 | loss: 0.0312457 | val_loss: 0.0312438 | Time: 1726.95 ms [2021-09-29 18:54:23 main:581] : INFO : Epoch 1919 | loss: 0.031244 | val_loss: 0.0312425 | Time: 1717.13 ms [2021-09-29 18:54:25 main:581] : INFO : Epoch 1920 | loss: 0.031244 | val_loss: 0.0312439 | Time: 1725.2 ms [2021-09-29 18:54:27 main:581] : INFO : Epoch 1921 | loss: 0.0312422 | val_loss: 0.0312416 | Time: 1730.87 ms [2021-09-29 18:54:28 main:581] : INFO : Epoch 1922 | loss: 0.031241 | val_loss: 0.0312397 | Time: 1742.5 ms [2021-09-29 18:54:30 main:581] : INFO : Epoch 1923 | loss: 0.0312401 | val_loss: 0.0312378 | Time: 1744 ms [2021-09-29 18:54:32 main:581] : INFO : Epoch 1924 | loss: 0.0312388 | val_loss: 0.0312363 | Time: 1747.04 ms [2021-09-29 18:54:34 main:581] : INFO : Epoch 1925 | loss: 0.0312379 | val_loss: 0.0312344 | Time: 1749.86 ms [2021-09-29 18:54:35 main:581] : INFO : Epoch 1926 | loss: 0.0312368 | val_loss: 0.031233 | Time: 1716.79 ms [2021-09-29 18:54:37 main:581] : INFO : Epoch 1927 | loss: 0.0312359 | val_loss: 0.0312342 | Time: 1729.64 ms [2021-09-29 18:54:39 main:581] : INFO : Epoch 1928 | loss: 0.0312358 | val_loss: 0.0312321 | Time: 1721.39 ms [2021-09-29 18:54:40 main:581] : INFO : Epoch 1929 | loss: 0.0312342 | val_loss: 0.0312318 | Time: 1722.72 ms [2021-09-29 18:54:42 main:581] : INFO : Epoch 1930 | loss: 0.0312321 | val_loss: 0.0312289 | Time: 1721.38 ms [2021-09-29 18:54:44 main:581] : INFO : Epoch 1931 | loss: 0.0312315 | val_loss: 0.031227 | Time: 1730.46 ms [2021-09-29 18:54:46 main:581] : INFO : Epoch 1932 | loss: 0.0312327 | val_loss: 0.0312266 | Time: 1733.44 ms [2021-09-29 18:54:47 main:581] : INFO : Epoch 1933 | loss: 0.0312291 | val_loss: 0.0312365 | Time: 1727.13 ms [2021-09-29 18:54:49 main:581] : INFO : Epoch 1934 | loss: 0.0312361 | val_loss: 0.0312429 | Time: 1723.24 ms [2021-09-29 18:54:51 main:581] : INFO : Epoch 1935 | loss: 0.0312288 | val_loss: 0.031224 | Time: 1736.72 ms [2021-09-29 18:54:53 main:581] : INFO : Epoch 1936 | loss: 0.0312322 | val_loss: 0.0312225 | Time: 1726.78 ms [2021-09-29 18:54:54 main:581] : INFO : Epoch 1937 | loss: 0.0312253 | val_loss: 0.0312214 | Time: 1730.91 ms [2021-09-29 18:54:56 main:581] : INFO : Epoch 1938 | loss: 0.0312224 | val_loss: 0.0312185 | Time: 1718.71 ms [2021-09-29 18:54:58 main:581] : INFO : Epoch 1939 | loss: 0.0312201 | val_loss: 0.0312159 | Time: 1720.92 ms [2021-09-29 18:54:59 main:581] : INFO : Epoch 1940 | loss: 0.031219 | val_loss: 0.0312152 | Time: 1714.12 ms [2021-09-29 18:55:01 main:581] : INFO : Epoch 1941 | loss: 0.0312195 | val_loss: 0.0312135 | Time: 1727.3 ms [2021-09-29 18:55:03 main:581] : INFO : Epoch 1942 | loss: 0.0312198 | val_loss: 0.0312133 | Time: 1737.28 ms [2021-09-29 18:55:05 main:581] : INFO : Epoch 1943 | loss: 0.0312194 | val_loss: 0.0312201 | Time: 1715.04 ms [2021-09-29 18:55:06 main:581] : INFO : Epoch 1944 | loss: 0.0312207 | val_loss: 0.0312171 | Time: 1728.31 ms [2021-09-29 18:55:08 main:581] : INFO : Epoch 1945 | loss: 0.03122 | val_loss: 0.031216 | Time: 1738.73 ms [2021-09-29 18:55:10 main:581] : INFO : Epoch 1946 | loss: 0.0312181 | val_loss: 0.0312104 | Time: 1715.86 ms [2021-09-29 18:55:12 main:581] : INFO : Epoch 1947 | loss: 0.0312163 | val_loss: 0.0312103 | Time: 1732.93 ms [2021-09-29 18:55:13 main:581] : INFO : Epoch 1948 | loss: 0.0312134 | val_loss: 0.0312094 | Time: 1735.65 ms [2021-09-29 18:55:15 main:581] : INFO : Epoch 1949 | loss: 0.0312153 | val_loss: 0.0312122 | Time: 1731.8 ms [2021-09-29 18:55:17 main:581] : INFO : Epoch 1950 | loss: 0.0312166 | val_loss: 0.0312122 | Time: 1731.38 ms [2021-09-29 18:55:19 main:581] : INFO : Epoch 1951 | loss: 0.031215 | val_loss: 0.0312101 | Time: 1743.26 ms [2021-09-29 18:55:20 main:581] : INFO : Epoch 1952 | loss: 0.0312169 | val_loss: 0.0312258 | Time: 1727.96 ms [2021-09-29 18:55:22 main:581] : INFO : Epoch 1953 | loss: 0.0312208 | val_loss: 0.0312173 | Time: 1731.78 ms [2021-09-29 18:55:24 main:581] : INFO : Epoch 1954 | loss: 0.0312173 | val_loss: 0.0312159 | Time: 1741.43 ms [2021-09-29 18:55:25 main:581] : INFO : Epoch 1955 | loss: 0.0312175 | val_loss: 0.0312223 | Time: 1710.88 ms [2021-09-29 18:55:27 main:581] : INFO : Epoch 1956 | loss: 0.0312181 | val_loss: 0.0312116 | Time: 1728.18 ms [2021-09-29 18:55:29 main:581] : INFO : Epoch 1957 | loss: 0.0312184 | val_loss: 0.0312257 | Time: 1717.72 ms [2021-09-29 18:55:31 main:581] : INFO : Epoch 1958 | loss: 0.0312183 | val_loss: 0.0312117 | Time: 1732.4 ms [2021-09-29 18:55:32 main:581] : INFO : Epoch 1959 | loss: 0.0312153 | val_loss: 0.0312097 | Time: 1726.95 ms [2021-09-29 18:55:34 main:581] : INFO : Epoch 1960 | loss: 0.0312127 | val_loss: 0.0312139 | Time: 1722.21 ms [2021-09-29 18:55:36 main:581] : INFO : Epoch 1961 | loss: 0.0312125 | val_loss: 0.031208 | Time: 1719.03 ms [2021-09-29 18:55:38 main:581] : INFO : Epoch 1962 | loss: 0.0312137 | val_loss: 0.0312078 | Time: 1727.5 ms [2021-09-29 18:55:39 main:581] : INFO : Epoch 1963 | loss: 0.0312134 | val_loss: 0.0312104 | Time: 1733.05 ms [2021-09-29 18:55:41 main:581] : INFO : Epoch 1964 | loss: 0.0312129 | val_loss: 0.0312131 | Time: 1720.49 ms [2021-09-29 18:55:43 main:581] : INFO : Epoch 1965 | loss: 0.0312141 | val_loss: 0.0312075 | Time: 1728.67 ms [2021-09-29 18:55:44 main:581] : INFO : Epoch 1966 | loss: 0.0312123 | val_loss: 0.0312152 | Time: 1710.21 ms [2021-09-29 18:55:46 main:581] : INFO : Epoch 1967 | loss: 0.031217 | val_loss: 0.0312145 | Time: 1723.2 ms [2021-09-29 18:55:48 main:581] : INFO : Epoch 1968 | loss: 0.0312153 | val_loss: 0.0312148 | Time: 1721.03 ms [2021-09-29 18:55:50 main:581] : INFO : Epoch 1969 | loss: 0.031215 | val_loss: 0.0312085 | Time: 1729 ms [2021-09-29 18:55:51 main:581] : INFO : Epoch 1970 | loss: 0.0312111 | val_loss: 0.0312167 | Time: 1733.33 ms [2021-09-29 18:55:53 main:581] : INFO : Epoch 1971 | loss: 0.031215 | val_loss: 0.0312156 | Time: 1742.2 ms [2021-09-29 18:55:55 main:581] : INFO : Epoch 1972 | loss: 0.0312134 | val_loss: 0.0312106 | Time: 1731.4 ms [2021-09-29 18:55:57 main:581] : INFO : Epoch 1973 | loss: 0.0312128 | val_loss: 0.0312137 | Time: 1735.14 ms [2021-09-29 18:55:58 main:581] : INFO : Epoch 1974 | loss: 0.0312165 | val_loss: 0.0312094 | Time: 1726.21 ms [2021-09-29 18:56:00 main:581] : INFO : Epoch 1975 | loss: 0.0312121 | val_loss: 0.0312144 | Time: 1720.81 ms [2021-09-29 18:56:02 main:581] : INFO : Epoch 1976 | loss: 0.0312141 | val_loss: 0.0312085 | Time: 1736.35 ms [2021-09-29 18:56:03 main:581] : INFO : Epoch 1977 | loss: 0.0312129 | val_loss: 0.0312109 | Time: 1732.38 ms [2021-09-29 18:56:05 main:581] : INFO : Epoch 1978 | loss: 0.0312123 | val_loss: 0.0312151 | Time: 1722.91 ms [2021-09-29 18:56:07 main:581] : INFO : Epoch 1979 | loss: 0.031218 | val_loss: 0.0312281 | Time: 1721.64 ms [2021-09-29 18:56:09 main:581] : INFO : Epoch 1980 | loss: 0.0312196 | val_loss: 0.031215 | Time: 1735.77 ms [2021-09-29 18:56:10 main:581] : INFO : Epoch 1981 | loss: 0.0312162 | val_loss: 0.0312139 | Time: 1718.45 ms [2021-09-29 18:56:12 main:581] : INFO : Epoch 1982 | loss: 0.0312136 | val_loss: 0.0312143 | Time: 1713.08 ms [2021-09-29 18:56:14 main:581] : INFO : Epoch 1983 | loss: 0.0312168 | val_loss: 0.0312146 | Time: 1717.09 ms [2021-09-29 18:56:16 main:581] : INFO : Epoch 1984 | loss: 0.0312154 | val_loss: 0.0312155 | Time: 1732.51 ms [2021-09-29 18:56:17 main:581] : INFO : Epoch 1985 | loss: 0.0312135 | val_loss: 0.0312107 | Time: 1728.68 ms [2021-09-29 18:56:19 main:581] : INFO : Epoch 1986 | loss: 0.0312129 | val_loss: 0.0312129 | Time: 1738.52 ms [2021-09-29 18:56:21 main:581] : INFO : Epoch 1987 | loss: 0.0312151 | val_loss: 0.0312114 | Time: 1725.46 ms [2021-09-29 18:56:22 main:581] : INFO : Epoch 1988 | loss: 0.0312141 | val_loss: 0.0312092 | Time: 1754.06 ms [2021-09-29 18:56:24 main:581] : INFO : Epoch 1989 | loss: 0.0312128 | val_loss: 0.0312076 | Time: 1737.71 ms [2021-09-29 18:56:26 main:581] : INFO : Epoch 1990 | loss: 0.0312107 | val_loss: 0.0312073 | Time: 1744.45 ms [2021-09-29 18:56:28 main:581] : INFO : Epoch 1991 | loss: 0.0312247 | val_loss: 0.0312206 | Time: 1731.9 ms [2021-09-29 18:56:29 main:581] : INFO : Epoch 1992 | loss: 0.0312174 | val_loss: 0.0312095 | Time: 1753.19 ms [2021-09-29 18:56:31 main:581] : INFO : Epoch 1993 | loss: 0.0312133 | val_loss: 0.0312145 | Time: 1752.65 ms [2021-09-29 18:56:33 main:581] : INFO : Epoch 1994 | loss: 0.0312121 | val_loss: 0.0312082 | Time: 1731.54 ms [2021-09-29 18:56:35 main:581] : INFO : Epoch 1995 | loss: 0.0312106 | val_loss: 0.0312075 | Time: 1743.99 ms [2021-09-29 18:56:36 main:581] : INFO : Epoch 1996 | loss: 0.0312095 | val_loss: 0.0312064 | Time: 1718.53 ms [2021-09-29 18:56:38 main:581] : INFO : Epoch 1997 | loss: 0.0312085 | val_loss: 0.031208 | Time: 1730.02 ms [2021-09-29 18:56:40 main:581] : INFO : Epoch 1998 | loss: 0.0312101 | val_loss: 0.0312081 | Time: 1714.5 ms [2021-09-29 18:56:42 main:581] : INFO : Epoch 1999 | loss: 0.0312108 | val_loss: 0.0312083 | Time: 1727.87 ms [2021-09-29 18:56:43 main:581] : INFO : Epoch 2000 | loss: 0.0312095 | val_loss: 0.0312182 | Time: 1719.05 ms [2021-09-29 18:56:45 main:581] : INFO : Epoch 2001 | loss: 0.0312098 | val_loss: 0.031208 | Time: 1740.26 ms [2021-09-29 18:56:47 main:581] : INFO : Epoch 2002 | loss: 0.0312107 | val_loss: 0.0312063 | Time: 1716.99 ms [2021-09-29 18:56:48 main:581] : INFO : Epoch 2003 | loss: 0.0312088 | val_loss: 0.0312072 | Time: 1715.17 ms [2021-09-29 18:56:50 main:581] : INFO : Epoch 2004 | loss: 0.0312106 | val_loss: 0.0312087 | Time: 1730.3 ms [2021-09-29 18:56:52 main:581] : INFO : Epoch 2005 | loss: 0.031212 | val_loss: 0.0312114 | Time: 1724.13 ms [2021-09-29 18:56:54 main:581] : INFO : Epoch 2006 | loss: 0.0312136 | val_loss: 0.0312067 | Time: 1721.27 ms [2021-09-29 18:56:55 main:581] : INFO : Epoch 2007 | loss: 0.0312136 | val_loss: 0.0312182 | Time: 1729.67 ms [2021-09-29 18:56:57 main:581] : INFO : Epoch 2008 | loss: 0.031215 | val_loss: 0.0312089 | Time: 1727.26 ms [2021-09-29 18:56:59 main:581] : INFO : Epoch 2009 | loss: 0.0312111 | val_loss: 0.0312088 | Time: 1712.94 ms [2021-09-29 18:57:01 main:581] : INFO : Epoch 2010 | loss: 0.0312096 | val_loss: 0.0312059 | Time: 1723.92 ms [2021-09-29 18:57:02 main:581] : INFO : Epoch 2011 | loss: 0.0312092 | val_loss: 0.0312055 | Time: 1709.98 ms [2021-09-29 18:57:04 main:581] : INFO : Epoch 2012 | loss: 0.0312081 | val_loss: 0.0312051 | Time: 1689.22 ms [2021-09-29 18:57:06 main:581] : INFO : Epoch 2013 | loss: 0.0312096 | val_loss: 0.0312046 | Time: 1721.01 ms [2021-09-29 18:57:07 main:581] : INFO : Epoch 2014 | loss: 0.0312095 | val_loss: 0.0312045 | Time: 1709.97 ms [2021-09-29 18:57:09 main:581] : INFO : Epoch 2015 | loss: 0.031208 | val_loss: 0.0312052 | Time: 1728.24 ms [2021-09-29 18:57:11 main:581] : INFO : Epoch 2016 | loss: 0.0312084 | val_loss: 0.0312051 | Time: 1722.54 ms [2021-09-29 18:57:13 main:581] : INFO : Epoch 2017 | loss: 0.0312126 | val_loss: 0.031211 | Time: 1743 ms [2021-09-29 18:57:14 main:581] : INFO : Epoch 2018 | loss: 0.0312108 | val_loss: 0.0312055 | Time: 1730.47 ms [2021-09-29 18:57:16 main:581] : INFO : Epoch 2019 | loss: 0.0312088 | val_loss: 0.0312045 | Time: 1727.25 ms [2021-09-29 18:57:18 main:581] : INFO : Epoch 2020 | loss: 0.0312098 | val_loss: 0.0312105 | Time: 1736 ms [2021-09-29 18:57:19 main:581] : INFO : Epoch 2021 | loss: 0.0312124 | val_loss: 0.0312067 | Time: 1737.56 ms [2021-09-29 18:57:21 main:581] : INFO : Epoch 2022 | loss: 0.0312101 | val_loss: 0.0312045 | Time: 1731.6 ms [2021-09-29 18:57:23 main:581] : INFO : Epoch 2023 | loss: 0.0312086 | val_loss: 0.0312065 | Time: 1742.36 ms [2021-09-29 18:57:25 main:581] : INFO : Epoch 2024 | loss: 0.0312091 | val_loss: 0.031206 | Time: 1701.39 ms [2021-09-29 18:57:26 main:581] : INFO : Epoch 2025 | loss: 0.0312106 | val_loss: 0.0312046 | Time: 1718.78 ms [2021-09-29 18:57:28 main:581] : INFO : Epoch 2026 | loss: 0.0312129 | val_loss: 0.031215 | Time: 1728.09 ms [2021-09-29 18:57:30 main:581] : INFO : Epoch 2027 | loss: 0.0312175 | val_loss: 0.0312115 | Time: 1722.09 ms [2021-09-29 18:57:32 main:581] : INFO : Epoch 2028 | loss: 0.031214 | val_loss: 0.0312089 | Time: 1723.95 ms [2021-09-29 18:57:33 main:581] : INFO : Epoch 2029 | loss: 0.0312108 | val_loss: 0.0312135 | Time: 1726.06 ms [2021-09-29 18:57:35 main:581] : INFO : Epoch 2030 | loss: 0.0312117 | val_loss: 0.0312085 | Time: 1727.07 ms [2021-09-29 18:57:37 main:581] : INFO : Epoch 2031 | loss: 0.0312107 | val_loss: 0.0312086 | Time: 1722.62 ms [2021-09-29 18:57:38 main:581] : INFO : Epoch 2032 | loss: 0.0312103 | val_loss: 0.0312082 | Time: 1702.85 ms [2021-09-29 18:57:40 main:581] : INFO : Epoch 2033 | loss: 0.0312094 | val_loss: 0.0312081 | Time: 1719.78 ms [2021-09-29 18:57:42 main:581] : INFO : Epoch 2034 | loss: 0.0312082 | val_loss: 0.0312084 | Time: 1720.74 ms [2021-09-29 18:57:44 main:581] : INFO : Epoch 2035 | loss: 0.0312089 | val_loss: 0.031205 | Time: 1738.08 ms [2021-09-29 18:57:45 main:581] : INFO : Epoch 2036 | loss: 0.0312072 | val_loss: 0.0312082 | Time: 1733.62 ms [2021-09-29 18:57:47 main:581] : INFO : Epoch 2037 | loss: 0.0312093 | val_loss: 0.0312194 | Time: 1708.91 ms [2021-09-29 18:57:49 main:581] : INFO : Epoch 2038 | loss: 0.0312106 | val_loss: 0.031206 | Time: 1744.32 ms [2021-09-29 18:57:51 main:581] : INFO : Epoch 2039 | loss: 0.0312086 | val_loss: 0.0312055 | Time: 1749.5 ms [2021-09-29 18:57:52 main:581] : INFO : Epoch 2040 | loss: 0.0312086 | val_loss: 0.0312046 | Time: 1722.34 ms [2021-09-29 18:57:54 main:581] : INFO : Epoch 2041 | loss: 0.0312074 | val_loss: 0.0312048 | Time: 1738.55 ms [2021-09-29 18:57:56 main:581] : INFO : Epoch 2042 | loss: 0.031208 | val_loss: 0.0312061 | Time: 1726.12 ms [2021-09-29 18:57:57 main:581] : INFO : Epoch 2043 | loss: 0.0312072 | val_loss: 0.0312056 | Time: 1725.49 ms [2021-09-29 18:57:59 main:581] : INFO : Epoch 2044 | loss: 0.0312074 | val_loss: 0.0312042 | Time: 1718.58 ms [2021-09-29 18:58:01 main:581] : INFO : Epoch 2045 | loss: 0.0312091 | val_loss: 0.0312209 | Time: 1738.91 ms [2021-09-29 18:58:03 main:581] : INFO : Epoch 2046 | loss: 0.031212 | val_loss: 0.0312074 | Time: 1722.86 ms [2021-09-29 18:58:04 main:581] : INFO : Epoch 2047 | loss: 0.0312095 | val_loss: 0.0312074 | Time: 1732.71 ms [2021-09-29 18:58:06 main:581] : INFO : Epoch 2048 | loss: 0.031209 | val_loss: 0.0312044 | Time: 1735.35 ms [2021-09-29 18:58:06 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312044 [2021-09-29 18:58:06 main:610] : INFO : Saving end state to config to file [2021-09-29 18:58:06 main:615] : INFO : Success, exiting.. 18:58:06 (3532455): 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)